{"cells":[{"cell_type":"markdown","source":["##![LearnAI Header](https://coursematerial.blob.core.windows.net/assets/LearnAI_header.png)"],"metadata":{}},{"cell_type":"markdown","source":["## Introduction to Model Development with Spark\n\nThis will be the first of three parts of a bootcamp on Model Development with [MLlib](https://spark.apache.org/docs/latest/ml-guide.html), Spark’s machine learning (ML) library.  You will gain hands-on experience with essential steps of a model development using MLlib, which has has the goal to make machine learning scalable and easy. \n\nAt a high level, MLlib provides tools such as:\n- ML Algorithms: common learning algorithms such as classification, regression, clustering\n- Featurization: feature extraction, transformation, dimensionality reduction, and selection\n- Pipelines: tools for constructing, evaluating, and tuning ML Pipelines\n- Persistence: saving and load algorithms, models, and Pipelines\n- Utilities: linear algebra, statistics, data handling, etc.\n\nIn this lab, we will cover:\n- Splitting of data for training and testing\n- Applying Transformers to data frames\n- Fitting Estimators to our data\n- Creating and executing a ML Pipeline\n- Model Evaluation.\n\n## Use case\n\nWe will take a break from our usual use-case of predictive maintenance, to instead learn how to use these features and tools by solving a common task in *Natural Language Processing (NLP): Sentiment Analysis*.  Our dataset contains roughly 6,000 tweets about climate change.  Based on the text of a tweet, we want to predict if the tweets supports the existence of climate change.\n\nOther applications of Sentiment Analysis:\n- Detecting negative affect in customers who are calling an automated customer hotline\n- Agreggating reviews of retail products into an overall rating for each product\n\n> The dataset was made available [here](https://www.figure-eight.com/data-for-everyone/) by Kent Cavender-Bares."],"metadata":{}},{"cell_type":"markdown","source":["## Initialize Notebook Environment\n\nWe start by loading the parquet file we created in the previous lab."],"metadata":{}},{"cell_type":"code","source":["%run \"../includes/mnt_blob\""],"metadata":{},"outputs":[],"execution_count":4},{"cell_type":"markdown","source":["## Load data"],"metadata":{}},{"cell_type":"code","source":["gwDF = spark.read.csv(\"/mnt/data/1377884570_tweet_global_warming.csv\", header=True, inferSchema=True)\ndisplay(gwDF)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>tweet</th><th>existence</th><th>existence.confidence</th></tr></thead><tbody><tr><td>Global warming report urges governments to act|BRUSSELS, Belgium (AP) - The world faces increased hunger and .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Fighting poverty and global warming in Africa [link]</td><td>Yes</td><td>1</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>Yes</td><td>0.8786</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>Yes</td><td>0.8087</td></tr><tr><td>RT @sejorg: RT @JaymiHeimbuch: Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Migratory Birds' New Climate Change Strategy: Stay Home [link]</td><td>Yes</td><td>1</td></tr><tr><td>Southern Africa: Competing for Limpopo Water: Climate change will bring higher temperatures to Southe... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>Yes</td><td>0.9073</td></tr><tr><td>Blog|A preliminary analysis suggests that natural gas could contribute far more to global warming than previously .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Ecotone: #Climate change from a #population perspective [link]</td><td>Yes</td><td>0.5488</td></tr><tr><td>Climate change blamed as coastal whale migration dwindles ��_ Ventura County.. [link]</td><td>Yes</td><td>0.8823</td></tr><tr><td>Spring storm season starting a little late this year???  Must be global warming!</td><td>N/A</td><td>1</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness.  CNSNews.com -  [link]</td><td>Yes</td><td>0.75</td></tr><tr><td>For #EarthDay Global warming could affect patient symptoms [link]</td><td>Yes</td><td>1</td></tr><tr><td>Wait here's an idea: it's natural climate change, not human induced global warming. [link]</td><td>No</td><td>0.6648</td></tr><tr><td>EPA issues report on U.S. climate change indicators - warming is having measurable effect across ecosystems [link]</td><td>Yes</td><td>1</td></tr><tr><td>QUT researchers track climate change [link]</td><td>Yes</td><td>0.5194</td></tr><tr><td>Global Warming: Ocean chemistry is changing faster than it has in 800,000 years: And that's because of the carbon ... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Topography of Mountains Could Complicate Rates of Global Warming: ScienceDaily (Apr. 25, 2010) ��_ A new study concl... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Soaring mercury; Blame it on global warming|Agartala, Apr 14 : Environmentalists have attributed the .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"RT @WGofNYC Leader of National Indigenous Women's Org, \"\"Climate Change is Not Just abt the Climate</td><td> its abt R Lives\"\" bit.ly/9GdzRw\"</td><td>Yes</td></tr><tr><td>@GregMitch has there been any reporting on if the increase in sediment in upper atmospher could reduce global warming effect by reducing sun</td><td>Yes</td><td>0.8771</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Effects of Global Warming Stats: Back with more news for you today. It's ama... [link]</td><td>Yes</td><td>0.8887</td></tr><tr><td>It's global climate change-not warming. #ac Read: www.associatedcontent.com/article/2872954/global_climate_change_not_global_warming.html</td><td>Yes</td><td>0.5247</td></tr><tr><td>A preliminary analysis suggests that natural gas could contribute far more to global warming than previously thought. [link]</td><td>Yes</td><td>1</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>Yes</td><td>0.7749</td></tr><tr><td>Eaarth: global warming is here to stay, how will we deal with it? [link]</td><td>Yes</td><td>1</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>@New_federalists  i have it on good auth tht global warming also causes toe fungus.  We R all fortunate tht thr IS no global warming! #tcot</td><td>No</td><td>0.8197</td></tr><tr><td>Illegal war and the myth of global warming|My main campaign platform for this election will be the illegal .. [link]</td><td>No</td><td>0.9183</td></tr><tr><td>the scientific community was scamed by global green  gov warming scam.</td><td>No</td><td>0.9336</td></tr><tr><td>I truly  Fat ASS Gore should get the Scam Artist Award of the decade with his Global Warming and Energy Credits worth close to Billion.</td><td>null</td><td>NA</td></tr><tr><td>40 degrees in NYC. please urinate on next liberal global warming /climate change scum you see.</td><td>No</td><td>1</td></tr><tr><td>\"RT @virgiltexas: Hey Al Gore: see these tornadoes racing across Mississippi? So much for global \"\"warming\"\" #tornadocot #ocra #sgp #gop #ucot #tlot #p2 #tycot\"</td><td>No</td><td>1</td></tr><tr><td>#justinbiebersucks and global warming is a farce</td><td>No</td><td>1</td></tr><tr><td>One Stop Book Stop Confirmed! Global warming is 'settled' ��_ as a scam: WND.com Sussman's book, the ... [link]</td><td>No</td><td>0.9174</td></tr><tr><td>Rationalists' who believe aliens exist & global warming=caused by humans, might as well believe in Jesus miracles,angels &fairies #tcot #p2</td><td>No</td><td>1</td></tr><tr><td>Air ban led by flawed computer models. Global warming come to mind? [link]</td><td>null</td><td>NA</td></tr><tr><td>Proof there's no climate change. RT @jazgar 75-ft killer tsunami created in a Peruvian LAKE when a glacier fractures & falls Into the lake!</td><td>No</td><td>0.8185</td></tr><tr><td>@OTOOLEFAN REAL science. Not Algore's climate change 'science' hacks with their man-made global warming hoax. Gore=Palin</td><td>No</td><td>0.8892</td></tr><tr><td>30000 Anti-Global Warming Scientists Can't Be Wrong | Stranger ...: Nature Magazine, the academic journal that int... [link]</td><td>No</td><td>0.8427</td></tr><tr><td>Global Warming Baloney: According to the experts at NASA, the difference between weather and climate is a measure ... [link]</td><td>No</td><td>0.9368</td></tr><tr><td>computer forensics experts: are there still any idiots out there that belive global warming is true? [link]</td><td>No</td><td>0.9318</td></tr><tr><td>Liberal Looney Toons: Global Warming Alarmist Comes Home With Artic Frost Bite: Gather.com they wont learn huh? lo... [link]</td><td>No</td><td>1</td></tr><tr><td>Despite Climategate, LEFT investing heavily in global warming hysteria as new way 2 impose nat'l & international controls on human freedom.</td><td>null</td><td>NA</td></tr><tr><td>Global warming you tube explanation you will enjoy #IPCC #teaparty [link]</td><td>N/A</td><td>0.8485</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>Yes</td><td>0.7774</td></tr><tr><td>Memo On The White House Correspondents Dinner: If You Want To Be Green, Report On Climate Change: I'd never be on... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Views on Global Warming Vary in Three Countries|(Angus Reid Global Monitor) - People in three countries hold .. [link]</td><td>N/A</td><td>1</td></tr><tr><td>SCENARIOS-Challenges to California climate change law: Source: Reuters By Peter Henderson SAN FRANCISCO, April 26 ... [link]</td><td>N/A</td><td>0.9309</td></tr><tr><td>The Climate of Lindsay Graham's Support for Climate Change Legislation Has Changed: Today Lindsey Graham,... [link]</td><td>N/A</td><td>0.9319</td></tr><tr><td>Arizona's immigration law, climate change legislation stalling--Which issue should Congress focus on now? Poll: [link]</td><td>N/A</td><td>0.9132</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unveile... [link]</td><td>N/A</td><td>0.8845</td></tr><tr><td>US Climate change bill stalls in Senate [link]</td><td>N/A</td><td>0.8442</td></tr><tr><td>Peoples World: GRAND RAPIDS, Mich. - Opponents of climate change legislation typically argue that regulating globa... [link]</td><td>Yes</td><td>0.6812</td></tr><tr><td>cnnbrk: Sen. Graham's move imperils Dems' push for immigration, climate change bills. [link]</td><td>N/A</td><td>0.8253</td></tr><tr><td>Cafe Scientifique presents global warming talk, film|The April Cafe Scientifique presentation will be on the .. [link]</td><td>N/A</td><td>0.8264</td></tr><tr><td>Check this video out -- The Business of Climate Change Conference 2009 [link]</td><td>Yes</td><td>1</td></tr><tr><td>Brilliant Tips For Valentine's Day : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip... [link]</td><td>N/A</td><td>1</td></tr><tr><td>USA: Climate Change Policy Update - April 12, 2010  [link]</td><td>N/A</td><td>0.9431</td></tr><tr><td>-- Press Releases April 2010 - Climate change negotiators agree on intensified .. [link]</td><td>N/A</td><td>0.8557</td></tr><tr><td>@SooperMexican Global warming. Clearly.</td><td>Yes</td><td>0.6061</td></tr><tr><td>PostPartisan - Harry Reid's hapless play on immigration and climate change: [link]</td><td>N/A</td><td>1</td></tr><tr><td>Foes of California's global warming law pour money into a campaign to delay it [link]</td><td>N/A</td><td>0.5198</td></tr><tr><td>Earth Day Live Chat with Carol Browner, Director of the Office of Energy and Climate Change Policy for the Obama Admin  [link]</td><td>N/A</td><td>0.8899</td></tr><tr><td>\"Klein: \"\"A '50-50' chance that the Senate passes a climate change bill this year?\"\" [link]\"</td><td>N/A</td><td>1</td></tr><tr><td>@andychrism Yes. I have heard at least one person make the connection between the volcano and global warming.</td><td>Yes</td><td>0.5978</td></tr><tr><td>RT @redostoneage: NASAs changing Facts; Guess they thought you wouldnt notice #global warming #climate change #eco [link]</td><td>N/A</td><td>0.3467</td></tr><tr><td>A religious spin on climate change.[link]</td><td>N/A</td><td>0.9514</td></tr><tr><td>Environmental Groups Praise BASIC Meeting on Climate Change: Environmental groups are giving qualified praise to a... [link]</td><td>Yes</td><td>0.7971</td></tr><tr><td>Only a Third of Americans Believe Global Warming is Human-Caused: By Bob Ellis on April 26th, 2010 Good news! What... [link]</td><td>N/A</td><td>0.7308</td></tr><tr><td>Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of conscious actions t... [link]</td><td>N/A</td><td>0.6439</td></tr><tr><td>\"In climate data, that \"\"suggests\"\" global warming</td><td> and then the assumption that it is our doing. [link]\"</td><td>N/A</td></tr><tr><td>Global Warming : Fiction or fact?: Deniers claim either that there is no global warming, or that it is not due to ... [link]</td><td>N/A</td><td>0.8266</td></tr><tr><td>RT @TheBCast: The B-Cast Interview: Minnesotans for Global Warming' Fight YouTube Takedowns [link]</td><td>N/A</td><td>0.8191</td></tr><tr><td>Opponents ramp up effort to delay Calif. global warming law [link]</td><td>N/A</td><td>0.6852</td></tr><tr><td>How many are aware of the World People's Conference On Climate Change and Earth Rights in Bolivia #EarthWeek #Indigenous #1stNations</td><td>N/A</td><td>0.8017</td></tr><tr><td>Sorry I won't be able to accept the invitation to be a panelist at Bolivia Climate Change Talks [link]</td><td>N/A</td><td>0.911</td></tr><tr><td>RT @GClugo: RT @guardianscience Climate scientist sues newspaper for 'poisoning' global warming debate [link]</td><td>N/A</td><td>0.9019</td></tr><tr><td>RT @ sharifkouddous Indigenous groups from across Bolivia arriving at World People's conference on climate change [link]</td><td>N/A</td><td>0.7452</td></tr><tr><td>Recycling Water; Meat and Global Warming; Peanuts; Rare Grapes ... [link]</td><td>Yes</td><td>0.7774</td></tr><tr><td>Great article  [link]</td><td>N/A</td><td>1</td></tr><tr><td>Cuccinelli files motion to force EPA to reopen global warming finding: Virginia Attorney General Ken Cuccinelli ha... [link]</td><td>N/A</td><td>0.7723</td></tr><tr><td>\"Don Blankenship: Mine Safety Regulators \"\"As Silly as Global Warming\"\" [link]\"</td><td>No</td><td>1</td></tr><tr><td>Bring Back The Hair That You Once Had With Nanogen's Nanofibers ...: ... Climate Change, clinical trials collagen,... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Street-corner Global-warming Counsel: Urgh, certain elements of this item in Sunday's Washington Post, ��_Five Myths... [link]</td><td>Yes</td><td>0.567</td></tr><tr><td>A religious take on climate change [link]</td><td>N/A</td><td>1</td></tr><tr><td>Are you ready for the climate change? PLI is with Environmental Regulation & Commercial Implications 2010: How the... [link]</td><td>Yes</td><td>0.5971</td></tr><tr><td>LIVE TONIGHT: Fellow Heather Rogers joins Climate Change Expert James Hansen to discuss REAL solutions to Climate... [link]</td><td>Yes</td><td>0.8221</td></tr><tr><td>Plan B: California Braces for Climate Change. [link]</td><td>Yes</td><td>0.5121</td></tr><tr><td>Plants effective way of tackling global warming|Washington, Apr 30 : Plant leaves account for less than one per .. [link]</td><td>Yes</td><td>0.7967</td></tr><tr><td>@angiemartinez & it's about 2 be 86 degrees out here in NYC, shiiiiiitttt, fuck glodman/sachs, Obama better get a plan 4 this global warming</td><td>Yes</td><td>0.6122</td></tr><tr><td>Plants effective way of tackling global warming|Washington, Apr 30 : Plant leaves account for less than one per .. [link]</td><td>Yes</td><td>0.7925</td></tr><tr><td>Climate change & sustainability will be a key driver of future economic development. Listen at [link]</td><td>Yes</td><td>0.7874</td></tr><tr><td>Frederic Hague at #PEN: climate change isn't just a alarm bell. It's a whole blinking discotech</td><td>Yes</td><td>0.5778</td></tr><tr><td>US Generals say: Climate Change Threatens America's Security: The Pentagon has made it well known that it consider... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Even the generals know climate change is going to screw us. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness [link]</td><td>Yes</td><td>0.6224</td></tr><tr><td>RT @disturbedwater: Climate change increases heat waves, floods: EPA [link]</td><td>Yes</td><td>0.8157</td></tr><tr><td>RT @sciencedaily: Plants remain an effective way of tackling global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"So far in that class I have gotten into \"\"heated discussion\"\" with global climate change denier and w/ student that nothing is \"\"their fault.\"\"\"</td><td>Yes</td><td>1</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>Yes</td><td>1</td></tr><tr><td>EPA Confirms Climate IS Changing: In another display of the sea change that has occurred at the US Environmental P... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Must See Places Before They Disappear! : Europe...[PICS]: If Global Warming Predictions prove to be true, the foll... [link]</td><td>Yes</td><td>0.7853</td></tr><tr><td>RT @quixotecenter: Combating climate change: lessons from the world��_s indigenous peoples [link]</td><td>Yes</td><td>0.8275</td></tr><tr><td>@chrisdodd: I live in CT. Please support the climate bill and strong action on climate change!</td><td>Yes</td><td>1</td></tr><tr><td>RT @nicnunes: RT @EPSclimate: Indigenous tradition used to fight climate change [link]</td><td>N/A</td><td>0.5844</td></tr><tr><td>RT @danlatorre: James Hansen/Heather Rogers, Green Gone Wrong: False Hope & Real Solutions to Climate Change - 7pm 4/30 [link]</td><td>Yes</td><td>0.7949</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>Yes</td><td>0.6021</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>N/A</td><td>0.6135</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>Yes</td><td>0.5763</td></tr><tr><td>Climate change melts two glaciers|BILLINGS, Mont. ? Glacier National Park has lost two more of its namesake .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>Yes</td><td>0.8243</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>Yes</td><td>0.6065</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @danielsaudade: What beautiful fall weather this morning, New York! Thanks climate change! Bleh!</td><td>Yes</td><td>0.5857</td></tr><tr><td>What beautiful fall weather this morning, New York! Thanks climate change! Bleh!</td><td>Yes</td><td>0.6105</td></tr><tr><td>Climate Change Threatens Japan's Cherry Blossoms | Environment ...: If you aren't familiar with the culture, Japan... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Wed @sciam podcast: Mountain Vs. Valley Temps Stretch Apart With Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Mountain Vs. Valley Temps Stretch Apart With Climate Change [link]</td><td>Yes</td><td>0.8166</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>Yes</td><td>0.6329</td></tr><tr><td>Global warming report urges governments to act|BRUSSELS, Belgium (AP) - The world faces increased hunger and .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Arctic rain in April 'is sign of global warming'|The Canadian Arctic has been hit by rain in a sign that the .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Arctic rain in April 'is sign of global warming'|The Canadian Arctic has been hit by rain in a sign that the .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>Yes</td><td>1</td></tr><tr><td>Microbes Contribute Less to Global Warming|New Haven, Conn. .. [link]</td><td>Yes</td><td>0.6448</td></tr><tr><td>Microbes Contribute Less to Global Warming|New Haven, Conn. .. [link]</td><td>Yes</td><td>0.8133</td></tr><tr><td>South Asian nations to fight climate change: Foreign ministers of eight South Asian nations met in this secluded H... [link]</td><td>Yes</td><td>0.5862</td></tr><tr><td>Climate change increases heat waves, floods|WASHINGTON (Reuters) - Deaths from heat waves, property damage from .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>James Hansen & Heather Rogers - Green Gone Wrong: False Hope & Real Solutions to Climate Change - 7pm 4/30 @Demos_Org [link]</td><td>Yes</td><td>0.5699</td></tr><tr><td>I LOVE FROG's LEAP!!!! Seriously. RT @grist: What climate change means for the wine industry (via @theclimatedesk) [link]</td><td>Yes</td><td>0.819</td></tr><tr><td>Report: Save the Whales and They'll Save Us from Global Warming [link]</td><td>Yes</td><td>0.823</td></tr><tr><td>RT @indiaenvportal: The contribution of organic agriculture to climate change mitigation [link]</td><td>N/A</td><td>0.621</td></tr><tr><td>Arctic Beauty in Black and White: Alaska Before the Effects of Global Warming [Slide Show]:  Toward the end of Wor... [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"#EPA report documents \"\"very real\"\" impacts from #climate change in 22 of 24 indicators studied: [link]\"</td><td>Yes</td><td>1</td></tr><tr><td>#Canadian #CEOs more keen on #green than global counterparts; preparing for impacts of climate change...[link]</td><td>Yes</td><td>0.7896</td></tr><tr><td>RT @carbonmarket: Ask the G8 & G20 to support #biochar. Fight climate change & food shortage! Check this HuffPo post: [link]</td><td>Yes</td><td>0.617</td></tr><tr><td>RT @christellar: Whale DooDoo could help fight #climate change? Sure! Why not!? [link]</td><td>Yes</td><td>0.7868</td></tr><tr><td>Global warming science good news - Soils release less carbon than though as world warms: [link]</td><td>Yes</td><td>0.8236</td></tr><tr><td>So it*s April 27th, Phoenix has 90�_� weather & it might snow in New York today.. Hmmmm.. Global warming MUCH !</td><td>Yes</td><td>0.7863</td></tr><tr><td>Higher temperature, sea level due to global warming|KUALA LUMPUR: Malaysia's average temperature has risen by 1.1 .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Higher temperature, sea level due to global warming|KUALA LUMPUR: Malaysia's average temperature has risen by 1.1 .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>West Mediterranean countries unite on climate change (AFP) [link]</td><td>N/A</td><td>0.5986</td></tr><tr><td>Cleaner Air Could Speed Global Warming|Hugh Pickens writes \\Scientists estimate that the US Clean Air Act has cut .. [link]</td><td>Yes</td><td>0.7835</td></tr><tr><td>3,000 Businesses Create New Ad for Climate Change Action [link]</td><td>N/A</td><td>0.5995</td></tr><tr><td>\"Person #1:\"\"Snow</td><td> then 65 degrees on the same day? Weather doesn't even surprise me anymore.\"\" Person #2:\"\"That's why global warming will win.\"\"\"</td><td>Yes</td></tr><tr><td>Just heard an interesting report on report on understanding climate change/climate variability influence on human evolution and dispersal</td><td>N/A</td><td>0.8009</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @jerryjamesstone: Alaska Before the Effects of Global Warming [pics]: [link]</td><td>Yes</td><td>1</td></tr><tr><td>New blog post: Mandating energy benchmarking: The next step for cities in addressing #climate change? [link]</td><td>N/A</td><td>0.7941</td></tr><tr><td>RealDocWatson on global warming: Go to Antarctica and stake a claim now! It will be like Florida in a few years!</td><td>Yes</td><td>0.774</td></tr><tr><td>How much trouble does global warming mean for agriculture? Just ask the wine industry. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Arctic Beauty in Black and White: Alaska Before the Effects of Global Warming [Slide Show] [link]</td><td>Yes</td><td>1</td></tr><tr><td>Climate Change: From Paris to the Alps, European Places in Peril (photos) [link]</td><td>Yes</td><td>1</td></tr><tr><td>How Climate Change Will Change The Electoral Map: The National Oceanic and Atmospheric Administration isn't known ... [link]</td><td>N/A</td><td>0.6395</td></tr><tr><td>M Report: Cleaner Air Could Actually Intensify Global Warming: As much of the world marked Earth Day this past week, the Environmental...</td><td>Yes</td><td>0.8018</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming is a threat, after all|Tim Blair rounds up the latest news from the wild frontiers of global .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Kuna Indians Prepare For Relocation As Traditional Homes Sink Due To Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"How Global Warming Is Killing California's Wine Buzz: Dr. Kimberley Cahill presented on \"\"Climate Change in Califor... [link]\"</td><td>Yes</td><td>1</td></tr><tr><td>RT @uncajoe: uncajoe: PLZ RT & #Digg Climate Of Hate: The Politics Of Climate Change Denial: As H... [link]</td><td>N/A</td><td>0.6348</td></tr><tr><td>GLOBAL WARMING: Ocean chemistry is changing faster than it has in 800,000 years|And that's because of the carbon .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>GLOBAL WARMING: Ocean chemistry is changing faster than it has in 800,000 years|And that's because of the carbon .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Good going douche. I'm sure there is no climate change in your backass world - Graham move imperils Obama agenda - [link]</td><td>Yes</td><td>0.8017</td></tr><tr><td>Ski resorts fight global warming|SALT LAKE CITY (AP) ? Ski resorts across the U.S. are using this Thanksgiving .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Ski resorts fight global warming|SALT LAKE CITY (AP) ? Ski resorts across the U.S. are using this Thanksgiving .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Bats, Birds and Lizards Can Fight Climate Change By Eating Insects: Birds, bats and lizards may play an important... [link]</td><td>Yes</td><td>0.8149</td></tr><tr><td>RT @indiaenvportal: Make IT green: cloud computing and its contribution to climate change  [link]</td><td>Yes</td><td>0.6484</td></tr><tr><td>RT @HeidiAmes: Climate change favors invasive species over indigenous ones. 30% of plants Thoreau saw are now extinct. [link]</td><td>Yes</td><td>1</td></tr><tr><td>scary RT @ClimateProject Climate change altering U.S. seasons: Spring 10 days early: [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @thompsonPLC @boliviaun Pres Evo Morales in @LATimes climate change:lessons from indigenous peoples [link]</td><td>N/A</td><td>0.6088</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>Yes</td><td>1</td></tr><tr><td>MediaGlobal report on special Tipping Point Earth Day event: Science and art mobilize to fight climate change [link]</td><td>Yes</td><td>0.7884</td></tr><tr><td>a review of yesterday's discussions: [link]</td><td>N/A</td><td>0.7913</td></tr><tr><td>Global Warming Kills Forests In Colorado [link]</td><td>Yes</td><td>1</td></tr><tr><td>Combating climate change: lessons from the world's indigenous peoples: When I arrived at the United Nations climat... [link]</td><td>Yes</td><td>0.599</td></tr><tr><td>Africa: Meteorology Services Gear Up for Climate Change: On the continent most vulnerable to climate c... [link]</td><td>Yes</td><td>0.8814</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... [link]</td><td>N/A</td><td>0.5868</td></tr><tr><td>China: The Key To Fixing Global Warming|With rapid expansion comes sizable environmental impact, so the world's .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>China: The Key To Fixing Global Warming|With rapid expansion comes sizable environmental impact, so the world's .. [link]</td><td>Yes</td><td>0.776</td></tr><tr><td>Now on PBS: Going Green New York: Examining how New Yorkers are confronting climate change Check local listings [link]</td><td>Yes</td><td>1</td></tr><tr><td>Official NASA Report: Sun Causes Climate Change:  [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @TreeHugger RT @huffpostgreen well this is just crazy: Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' [link]</td><td>Yes</td><td>0.6584</td></tr><tr><td>RT @sciam: Impacts of Climate Change Extend to Human Health [link]</td><td>Yes</td><td>1</td></tr><tr><td>Impacts of Climate Change Extend to Human Health [link]</td><td>Yes</td><td>1</td></tr><tr><td>The good news about the very bad news (about climate change) by Rebecca Solnit [link]</td><td>N/A</td><td>0.611</td></tr><tr><td>Alpha Phi Alpha Takes on Climate Change and Energy Efficiency - [link]</td><td>Yes</td><td>0.8256</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... [link]</td><td>N/A</td><td>0.5693</td></tr><tr><td>Natural variability does not explain global warming, climate scientists tell popular TV meteorologist [link]</td><td>Yes</td><td>0.634</td></tr><tr><td>Rebecca Solnit: 350 Degrees of Inseparability: The Good News About the Very Bad News (About Climate Change) [link]</td><td>Yes</td><td>0.6458</td></tr><tr><td>Watch video: Climate change threatens sacred Tibetan mountain, including land known as Shangri-La [link]</td><td>Yes</td><td>1</td></tr><tr><td>African Meteorology Services Gear Up for Climate Change. (america.gov) #IRI [link]</td><td>Yes</td><td>0.5944</td></tr><tr><td>Economists Say Climate Change Is Bad For Economy [link]</td><td>Yes</td><td>0.7866</td></tr><tr><td>Economists Say Climate Change Is Bad For Economy [link]</td><td>Yes</td><td>0.646</td></tr><tr><td>Report: Allergy Season to Get Worse with Climate Change (Time.com) [link]</td><td>Yes</td><td>0.817</td></tr><tr><td>Don��_t Kill Bill ��_ Save the Climate Change Accountability Act! [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @Oxfam #Climate change makes farmers & pastoralists in #Ethiopia increasingly vulnerable [link]</td><td>Yes</td><td>0.5976</td></tr><tr><td>Denis Hayes, founder of Earth Day, compares global climate change to Irish Famine (IrishCentral) News Weather Politics [link]</td><td>Yes</td><td>0.6359</td></tr><tr><td>RT @Oxfam: #Climate change makes farmers & pastoralists in #Ethiopia increasingly vulnerable [link]</td><td>Yes</td><td>1</td></tr><tr><td>ITS #EARTHDAY!!! Be aware of what you consume, waste, & how you treat this place. we only have 1 & as we can see global warming is in effect</td><td>Yes</td><td>1</td></tr><tr><td>Earth Day: Ben Verwaayen on what we're doing to curb climate change [link]</td><td>Yes</td><td>0.8136</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>Yes</td><td>1</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>Yes</td><td>0.8078</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>Yes</td><td>0.8221</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>Yes</td><td>1</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... [link]</td><td>N/A</td><td>0.7778</td></tr><tr><td>10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention biofuel... [link]</td><td>Yes</td><td>0.6015</td></tr><tr><td>Climate change could raise cost of U.S. allergies (Reuters) [link]</td><td>Yes</td><td>0.5851</td></tr><tr><td>Treating Climate Change as a Curable Disease: Bioethicists and international law experts met in Asilomar later las... [link]</td><td>Yes</td><td>0.596</td></tr><tr><td>Treating Climate Change as a Curable Disease: Bioethicists and international law experts met in Asilomar later las... [link]</td><td>N/A</td><td>0.653</td></tr><tr><td>well this is just crazy: Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' [link]</td><td>Yes</td><td>1</td></tr><tr><td>Military leads fight against climate change [link]</td><td>Yes</td><td>0.8037</td></tr><tr><td>Military leads fight against climate change: The U.S. military, the government's largest fuel buyer, is leading th... [link]</td><td>Yes</td><td>0.8201</td></tr><tr><td>10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention biofuel... [link]</td><td>Yes</td><td>0.5685</td></tr><tr><td>Swedish expert says CO2 is not the main cause of global warming|Swedish climate expert Dr. Fred Goldberg has said .. [link]</td><td>Yes</td><td>0.6099</td></tr><tr><td>Fighting poverty and global warming in Africa [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @greenforyou: Treating Climate Change as a Curable Disease | Wired Science | Wired.com #green [link]</td><td>Yes</td><td>0.5973</td></tr><tr><td>[link]</td><td>N/A</td><td>1</td></tr><tr><td>Thursday on PBS: Going Green New York: Examining how New Yorkers are confronting climate change Check local listings [link]</td><td>Yes</td><td>1</td></tr><tr><td>UN ��_ Only Global Cooperation Can Prevent Runaway Climate Change, Secretary ��_: The United Nations seeks dialogue, i... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"rt @democracy_now \"\"Most Important Event in Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey [link]\"</td><td>Yes</td><td>1</td></tr><tr><td>Military leads fight against climate change: Pew [link]</td><td>Yes</td><td>1</td></tr><tr><td>Report identifies 11 diseases & health issues affctd by climate change. Once u inclde mental health evrything's @ stake [link]</td><td>Yes</td><td>0.7808</td></tr><tr><td>For Earth Day: Resources on coping with climate change: [link]</td><td>Yes</td><td>1</td></tr><tr><td>Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>Yes</td><td>1</td></tr><tr><td>Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>Yes</td><td>1</td></tr><tr><td>Fedele Bauccio: Combating Climate Change One Meal at a Time: This week, Americans will celebrate the 40th anniver... [link]</td><td>N/A</td><td>0.5729</td></tr><tr><td>RT @egeemnz @mrdannyglover i support world people's conf on climate change in cochabamba,bolivia.watch live [link]</td><td>Yes</td><td>0.8046</td></tr><tr><td>Barrett: better to have lots of small protocols on climate change than pushing for one comprehensive one</td><td>Yes</td><td>1</td></tr><tr><td>Topography of mountains could complicate rates of global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @mrdannyglover i support the world people's conference on climate change in cochabamba, bolivia. watch live now at [link]</td><td>Yes</td><td>0.6141</td></tr><tr><td>Many global issues require universal co-operation to address e.g. smallpox, ozone layer, climate change</td><td>Yes</td><td>0.5849</td></tr><tr><td>RT @hereisawayjose Bolivia President on Global Warming [link]</td><td>N/A</td><td>0.5891</td></tr><tr><td>RT @indiawater: Boiling Point: Containing the spill over of climate change in the Indian subcontinent - A��_ [link]</td><td>Yes</td><td>0.5362</td></tr><tr><td>No link now between Eyjafjallaj�__kull and climate change, but a warming world could trigger earthquakes, landslides... [link]</td><td>Yes</td><td>0.6195</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>Yes</td><td>0.8168</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>Yes</td><td>0.8033</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>Yes</td><td>0.8133</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>Yes</td><td>0.7937</td></tr><tr><td>Ethiopia: Climate Change Increasing Poverty And Vulnerability [link]</td><td>Yes</td><td>1</td></tr><tr><td>Ethiopia: Climate Change Increasing Poverty And Vulnerability: Small-scale farmers and pastoralists i... [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"RT @democracy_now: \"\"The Most Important Event in the Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey on ��_ [link]\"</td><td>Yes</td><td>0.8272</td></tr><tr><td>\"\"\"The Most Important Event in the Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey on ��_ [link]\"</td><td>Yes</td><td>0.8148</td></tr><tr><td>RT @sejorg: RT @JaymiHeimbuch: Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @energysection: Backgrounder: China's major policies to tackle climate change since year 2000.. [link]</td><td>Yes</td><td>0.5833</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. [link]</td><td>Yes</td><td>0.8026</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. [link]</td><td>Yes</td><td>0.8125</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Will Global Warming Make Iceland's Volcanoes Angry?|Melting glaciers around the world could trigger a global .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Will Global Warming Make Iceland's Volcanoes Angry?|Melting glaciers around the world could trigger a global .. [link]</td><td>Yes</td><td>0.6167</td></tr><tr><td>Climate Change: Could NYC Get Katrina-Like Flood in a Warmer, Wetter Future? - Sea Level Rise of 2 Feet in 70yrs [link]</td><td>Yes</td><td>0.7732</td></tr><tr><td>Climate Change: Geologists Drill Into Antarctica & Find Troubling Signs 4 Ice Sheets' Future ��_  Melt Could Come FAST [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"\"\"Either Capitalism dies or Mother Earth does\"\" Evo Morales Claims in the People's World Conference on Climate Change [link]\"</td><td>Yes</td><td>0.8205</td></tr><tr><td>RT @rubberstamprosk: RT @MotherJones: Yet another gift from global warming: increased allergy attacks [link]</td><td>Yes</td><td>1</td></tr><tr><td>Africa: Time Bomb Awaiting Africa: THERE is no doubt that climate change as an environmental issue ha... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Buying carbon offsets may ease eco-guilt but not global warming: [link]</td><td>Yes</td><td>0.6772</td></tr><tr><td>\"RT @Qorianka: All Eyes on #Cochabamba Those alrdy suffering from global warming 'll havechancetospeakout\"\" [link]\"</td><td>Yes</td><td>1</td></tr><tr><td>RT @EcoSteward: This #EcoMonday, @InvasiveNotes discussion of climate change and invasive species recommended: [link]</td><td>N/A</td><td>0.5844</td></tr><tr><td>Migratory Birds' New Climate Change Strategy: Stay Home [link]</td><td>Yes</td><td>0.7887</td></tr><tr><td>On ocean floor populations of organisms despite little oxygen. global warming cause oxygen depletion&reduce biodiversity[link]</td><td>Yes</td><td>1</td></tr><tr><td>Join us for a discussion on Earth Day 4/22: Climate Change & Food Security - Irreversible Destiny? [link]</td><td>Yes</td><td>0.7789</td></tr><tr><td>RT @NWF: New York City's new waterfront plan will take climate change into consideration: [link]</td><td>N/A</td><td>0.5363</td></tr><tr><td>Pat Mooney on the Dangers of Geoengineering and Manipulating the Planet to Combat Climate Change [link]</td><td>Yes</td><td>0.605</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Just because I believe in global warming, peeps thinks I should believe in god instead. Why??</td><td>Yes</td><td>1</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>Yes</td><td>0.6652</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>@Zener39 I advise everyone who thinks global warming is dead to buy oceanfront property and live there.  See ya!</td><td>Yes</td><td>1</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions [link]</td><td>Yes</td><td>1</td></tr><tr><td>Mary Ellen Harte and John Harte: Addressing Climate Change: Winning the War on Sustainability: At its heart, clim... [link]</td><td>Yes</td><td>0.7923</td></tr><tr><td>RT @Drudge_Report: STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>Yes</td><td>0.6131</td></tr><tr><td>Increasingly, corporations are concluding climate change is real. Betting on Climate Change | Wired.com [link]</td><td>Yes</td><td>0.5843</td></tr><tr><td>\"Right on! Richard Branson's #EarthDay message 2 biz \"\"Get ur house in order.Fight global warming!#green #eco [link]\"</td><td>Yes</td><td>0.7916</td></tr><tr><td>[#Meat-Wise]  Cynthia Bateman on Meat-Wise Monday: How Animal Agriculture Makes Global Warming Worse [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions [link]</td><td>Yes</td><td>0.6037</td></tr><tr><td>STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>Yes</td><td>0.6063</td></tr><tr><td>Global warming, melting ice caps could trigger more volcanic eruptions: [link]</td><td>Yes</td><td>1</td></tr><tr><td>@LilFerret hey! We came up with all kinds of ideas for fixing global warming! Loved my Environmentalism class. *sighs*</td><td>Yes</td><td>1</td></tr><tr><td>An Overview of the Green Car Revolution | Going Green: The increasing awareness about the threat of global warming... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Southern Africa: Competing for Limpopo Water: Climate change will bring higher temperatures to Southe... [link]</td><td>Yes</td><td>0.8113</td></tr><tr><td>\"2nd eruption of Hekla in Iceland. Let's call 2010, the year the Earth struck back. \"\"This is for global warming and THIS is for oil spills!\"\"\"</td><td>Yes</td><td>1</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @EpiscopalRelief: Bishop Lane, #Episcopal Dio of #Maine: Climate change most important issue of our time - #Bangor Daily Nws [link]</td><td>Yes</td><td>0.8036</td></tr><tr><td>RT @TreeHugger: In case you were wondering: What Impact Will The Volcano In Iceland Have On Climate Change? [link]</td><td>N/A</td><td>0.5928</td></tr><tr><td>Cool it, global warming is bad enough without you heating things up.|In the interest of honest discussion, can we .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @InvasiveNotes: RT @RareWildlifeGuy: Climate change: Migration patterns have changed for 20 billion birds:   [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>Yes</td><td>0.7973</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. [link]</td><td>Yes</td><td>0.814</td></tr><tr><td>Just briefed on global cooling & volcanoes via @abc But I wonder ... if it gets to the stratosphere can it slow/improve global warming??</td><td>Yes</td><td>0.7834</td></tr><tr><td>Climate Change-ing your Allergies [link]</td><td>Yes</td><td>0.6015</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>Yes</td><td>1</td></tr><tr><td>Obama says China can't 'wait' on climate change: Sydney (AFP) April 15, 2010 - US President Barack Obama on Thursd... [link]</td><td>N/A</td><td>0.6121</td></tr><tr><td>RT @beckbasher: RT @IanDavidB: RT @Shoq: CLIMATE CHANGE DENIERS: Bobby Jindal mocked volcano warnings. Read the papers lately? Start thinking for yourselves</td><td>Yes</td><td>0.5904</td></tr><tr><td>RT @TEDNews: Cara Mertes at #tedxvolcano: We're all stranded this weekend. And we're getting a sneak preview of climate change. We have to adapt.</td><td>Yes</td><td>0.8233</td></tr><tr><td>\"Larry Brilliant at #TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socmedia @enviro\"</td><td>Yes</td><td>0.8105</td></tr><tr><td>\"Larry Brilliant at TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socent #green\"</td><td>Yes</td><td>1</td></tr><tr><td>Damn man that ash cloud in Europe is crazy, they say due to global warming with the volcano activating,getting crazy</td><td>Yes</td><td>0.7788</td></tr><tr><td>RT @TEDNews: Larry Brilliant at #tedxvolcano: Climate change is exacerbating all other crises of our age. But climate science is now under attack.</td><td>Yes</td><td>0.8451</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global Warming Causes Volcano Eruptions -- By: Jonah Goldberg: From Reuters: OSLO (Reuters) - A thaw of Iceland's... [link]</td><td>Yes</td><td>0.794</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @Climates_Change: Bring Indigenous Voices into the Conversation About Climate Change [link]</td><td>N/A</td><td>0.6076</td></tr><tr><td>\"Climate Change & Volcanic Activity: \"\"Ice Cap Thaw May Awaken Icelandic Volcanoes [link]\"</td><td>Yes</td><td>0.7738</td></tr><tr><td>��_No Rain in the Amazon: How South America��_s Climate Change Affects Entire Planet��_ -Interview of Nikolas Kozloff (vid) [link]</td><td>Yes</td><td>1</td></tr><tr><td>Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>Yes</td><td>0.8176</td></tr><tr><td>RT @bruces *Hmmm, they rather buried the lede here: Iceland glaciers melt from global warming, then volcanoes go off: [link]</td><td>Yes</td><td>0.7959</td></tr><tr><td>Not sure if this is consensus, but: scientist warns climate change will lead to more volcano crises due to melting ice. [link]</td><td>Yes</td><td>0.617</td></tr><tr><td>Wishing I was in Cochabamba at the People's World Conference on Climate Change and the Rights of Mother Earth @boliviaun</td><td>Yes</td><td>0.8121</td></tr><tr><td>I feel that already RT @organicnewyork Climate change making seasonal allergies worse. Near-record highs this Spring [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @organicnewyork: Climate change making seasonal allergies worse.  Near-record highs this Spring.  [link]</td><td>Yes</td><td>1</td></tr><tr><td>Like Icelandic volcanic eruptions disrupting your air travel? Climate change = glacier thaw = more of it. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Cochabamba Summit Offers New Approach to Combating Climate Change [link]</td><td>Yes</td><td>0.7951</td></tr><tr><td>Climate Change is Making You Sneeze: [link]</td><td>Yes</td><td>1</td></tr><tr><td>ENVIRONMENT: Climate of change: From something as simple as reminding computer users to power down when not workin... [link]</td><td>Yes</td><td>0.5934</td></tr><tr><td>Professor?s Perspective: Reasons to be Concerned about Climate Change|Spring in Connecticut brings renewal, .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"Climate Change culprit for \"\"Off-the-Charts\"\" Pollen Counts... [link]\"</td><td>Yes</td><td>0.8164</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>Yes</td><td>0.8205</td></tr><tr><td>Allergy Season To Worsen With Climate Change: Report: A new report released on Wednesday by the National Wildlife... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"Author Nikolas Kozloff on \"\"No Rain in the Amazon: How South America's Climate Change Affects the Entire Planet\"\" [link]\"</td><td>N/A</td><td>0.6819</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>Yes</td><td>0.7997</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>Yes</td><td>0.8731</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>Yes</td><td>0.7796</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>Yes</td><td>0.6111</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>Yes</td><td>1</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>Yes</td><td>0.8182</td></tr><tr><td>Report: Allergy Season to Get Worse with Climate Change (Time.com) [link]</td><td>Yes</td><td>0.8033</td></tr><tr><td>Cute. I mention global warming and a denialist sends me a link to a Finnish newspaper article purportedly refuting it.</td><td>Yes</td><td>0.7862</td></tr><tr><td>Is nationalizing the energy industry necessary to fight global warming?  [link]</td><td>Yes</td><td>0.7995</td></tr><tr><td>Blog|A preliminary analysis suggests that natural gas could contribute far more to global warming than previously .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Iceland volcano not likely to slow global warming|A vast cloud from an intensifying volcanic eruption in Iceland .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Iceland volcano not likely to slow global warming|A vast cloud from an intensifying volcanic eruption in Iceland .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>reading from @time Allergies Worse Than Ever? Blame Global Warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>The $6BN REDD+ forest conservation partnership to curb climate change leaves on env'l groups & indigenous populations. [link]</td><td>N/A</td><td>0.6058</td></tr><tr><td>2/3rds of Tbaggers don't think climate change is a serious problem. As I said, they're ignorant.</td><td>Yes</td><td>1</td></tr><tr><td>Missing' heat may affect future climate change [link]</td><td>Yes</td><td>0.5899</td></tr><tr><td>Climate Change - Building a Green Economy [link]</td><td>Yes</td><td>1</td></tr><tr><td>Climate change threatening Glacier National Park and Montana's economy - Examiner.com [link]</td><td>Yes</td><td>0.798</td></tr><tr><td>New York: Climate change could raise cost of allergies [link]</td><td>Yes</td><td>0.5979</td></tr><tr><td>Ecotone: #Climate change from a #population perspective [link]</td><td>Yes</td><td>0.581</td></tr><tr><td>Climate change blamed as coastal whale migration dwindles ��_ Ventura County.. [link]</td><td>Yes</td><td>0.8767</td></tr><tr><td>Think your allergies are bad now? Wait until climate change kicks in, Michig.. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Exclusive: Climate change could raise cost of U.S. allergies| Reuters [link]</td><td>Yes</td><td>0.8037</td></tr><tr><td>Spring storm season starting a little late this year???  Must be global warming!</td><td>Yes</td><td>0.6128</td></tr><tr><td>Kenya: Extreme Weather Tests Pastoralist Perceptions: The effects of climate change - such as drought... [link]</td><td>Yes</td><td>0.7933</td></tr><tr><td>Climate Change is Not Just About the Climate, it is About Our Lives : TreeHugger [link]</td><td>Yes</td><td>1</td></tr><tr><td>All 30 Major League Baseball Teams Throw Curve to Climate Change Deniers [link]</td><td>Yes</td><td>0.6015</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>Yes</td><td>0.8172</td></tr><tr><td>Tip of the Day: Plant One Tree on your Birthday - Plants absorb CO2 which helps reduce Global Warming.</td><td>Yes</td><td>1</td></tr><tr><td>United States Must Lead on Climate Change ��_ Kerry; Climate and Energy Bill Has Multiple Benefits #green [link]</td><td>Yes</td><td>0.7759</td></tr><tr><td>Green:Net: How the Internet, Computing Can Fight Climate Change [link]</td><td>Yes</td><td>0.7693</td></tr><tr><td>3,000 Businesses Create New Ad for Climate Change Action : CleanTechnica [link]</td><td>N/A</td><td>1</td></tr><tr><td>Green:Net: How the Internet, Computing Can Fight Climate Change: The Internet, software, computing... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Leaked U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>Yes</td><td>0.6042</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>Yes</td><td>0.7797</td></tr><tr><td>Reinvent Cities to Stop Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Climate Change Continues To Melt Glacier National Park's Icons | National P.. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>Yes</td><td>0.8165</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>Yes</td><td>0.8106</td></tr><tr><td>Abu Dhabi faces climate change flood threat - expert - Culture & Society - Arabia.. [link]</td><td>Yes</td><td>1</td></tr><tr><td>China active, serious in tackling climate change, says vice president | Humani.. [link]</td><td>N/A</td><td>0.6523</td></tr><tr><td>You and Us and Me - China active, serious in tackling climate change, says vic.. [link]</td><td>Yes</td><td>0.8122</td></tr><tr><td>Study: SE Asia will be hit hard by climate change [link]</td><td>Yes</td><td>0.798</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Obama: China Must Act Soon on Climate Change [link]</td><td>Yes</td><td>0.6099</td></tr><tr><td>If capitalism doesn��_t end climate change, climate change will end capitalism - #degrowth [link]</td><td>Yes</td><td>1</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>0.8123</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>0.8221</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>0.8878</td></tr><tr><td>Demand Congress take action on climate change. Pls sign the petition. [link]</td><td>Yes</td><td>0.8305</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Carbon Age is killing us. Climate change legislation now: [link]</td><td>Yes</td><td>0.7971</td></tr><tr><td>Obama says in TV interview that 'we can't allow China to wait' on tackling climate change [link]</td><td>N/A</td><td>0.7879</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Government Claims Global Warming May Cause Cancer [link]</td><td>Yes</td><td>0.6207</td></tr><tr><td>Government Claims Global Warming May Cause Cancer [link]</td><td>Yes</td><td>1</td></tr><tr><td>Protect Wildlife Habitat from Climate Change: [link]</td><td>Yes</td><td>1</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>0.8123</td></tr><tr><td>Plan B: California Braces for Climate Change [link]</td><td>Yes</td><td>0.8165</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>0.6155</td></tr><tr><td>Nine scenarios for imminent apocalypse��_only one is global warming [link]</td><td>Yes</td><td>0.7835</td></tr><tr><td>If capitalism doesn��_t end climate change, climate change will end capitalism - #degrowth [link]</td><td>Yes</td><td>1</td></tr><tr><td>DC: *FT Work for Greenpeace to STOP GLOBAL WARMING - $12-$13/hr*: Get Involved! Call now 202-595-3368 Greenpeac... [link]</td><td>Yes</td><td>0.9174</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>0.8043</td></tr><tr><td>[link]</td><td>N/A</td><td>1</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness.  CNSNews.com -  [link]</td><td>Yes</td><td>0.5864</td></tr><tr><td>SEC warns publically held companies to advise investors of risks of #climate change. [link]</td><td>Yes</td><td>0.5768</td></tr><tr><td>Save the Whales and They'll Save Us from Global Warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"Al Gore @ #IRA \"\"If a snake were coming up the aisle</td><td> there wouldn't be a long debate about what to do.\"\" And we dawdle about climate change.\"</td><td>Yes</td></tr><tr><td>We should be leaders on climate change but it is always put on the back burner... [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @WWF_Climate    RT @CarbonDiplomacy Grapes of Wrath: How much trouble does #climate change mean for agriculture? [link]</td><td>N/A</td><td>0.5932</td></tr><tr><td>Got Allergies? -- By: Jonah Goldberg: Blame global warming. From Time magazine: Allergies Worse Than Ever? Blame ... [link]</td><td>Yes</td><td>0.8068</td></tr><tr><td>Climate change and Why Your Allergies Are Getting Worse [link]</td><td>Yes</td><td>1</td></tr><tr><td>Watch PBS 'Dimming the Sun' for more on this #NPR: Could Cleaner Air Actually Intensify Global Warming?-More at [link]</td><td>Yes</td><td>0.6058</td></tr><tr><td>RT @CHIoxfamaction: People in poor countries are 20 times more likely to be affected by disasters caused by climate change than those in the developed world</td><td>Yes</td><td>1</td></tr><tr><td>Got Allergies? -- By: Jonah Goldberg: Blame global warming. From Time magazine: Allergies Worse Than Ever? Blame ... [link]</td><td>Yes</td><td>0.8098</td></tr><tr><td>Italy: PhD Programme in Science and Management of Climate Change ...: PhD Programme in Science and Management of C... [link]</td><td>N/A</td><td>0.5911</td></tr><tr><td>Oxfam: Climate change devastating rural Ethiopian communities. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Alexi @Giannoulias believes in putting a price on global warming pollutants to spur development of alternative technology #p2 #ilsen</td><td>Yes</td><td>0.6058</td></tr><tr><td>Go for the green! Olympic athletes push for climate change action -- [link]</td><td>N/A</td><td>0.6812</td></tr><tr><td>DC: *FT Work for Greenpeace to STOP GLOBAL WARMING - $12-$13/hr*:Get Involved! Call now 202-595-3368 Greenpeace... [link]</td><td>Yes</td><td>0.8206</td></tr><tr><td>Health effects are a big deal. RT @EPSclimate: Impacts of Climate Change Extend to Human Health [link]</td><td>Yes</td><td>1</td></tr><tr><td>Climate change causing change in ocean chemistry at unprecedented rate. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming can be good for [link]</td><td>Yes</td><td>1</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming (Time.com) [link]</td><td>Yes</td><td>0.7953</td></tr><tr><td>RT @arkarthick: Bats, Birds & Lizards Can Fight #Climate Change (Wired) [link]</td><td>Yes</td><td>0.6008</td></tr><tr><td>For #EarthDay Global warming could affect patient symptoms [link]</td><td>Yes</td><td>1</td></tr><tr><td>Just signed an #earthday petition to take action on climate change via @rockthevote: [link]</td><td>Yes</td><td>1</td></tr><tr><td>Treating Climate Change as a Curable Disease [link]</td><td>Yes</td><td>0.6413</td></tr><tr><td>\"Global warming: Believe it - Vallejo Times-Herald: Your editorial on global warming (\"\"Keeping the debate honest</td><td>\"\" ... [link]\"</td><td>Yes</td></tr><tr><td>See how CCX Member Motorola is working to be part of the solution in addressing the climate change challenge: [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @manyko2: Bolivian President Blames Capitalism for Global Warming [link]</td><td>N/A</td><td>0.5048</td></tr><tr><td>Interesting point re: why macro-probs like global warming are never solved: politicians need only solve immediate probs for re-election</td><td>Yes</td><td>0.7949</td></tr><tr><td>RT @MotherJones: Yet another gift from global warming: increased allergy attacks [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global Climate Change Effects on the Mid-Continent (Download to view animations) [link]</td><td>Yes</td><td>0.6272</td></tr><tr><td>Are you ready for climate change, if so let your lawmakers know, how tell them sign petitions, drop a hint :)</td><td>Yes</td><td>1</td></tr><tr><td>UMC Expands Climate Change Policy and Carbon Emission Reduction Goals [link]</td><td>Yes</td><td>0.7894</td></tr><tr><td>RT @Drudge_Report: STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>Yes</td><td>0.7919</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming: Thanks to an unusually cold and snowy winter, followed by an earl... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Ridiculous: giving a climate change denier a nature show? Keep Sarah Palin off #Discovery: [link]</td><td>Yes</td><td>0.5906</td></tr><tr><td>Report: #Allergy Season to Get Worse with #Climate Change read from @time this really sucks for me: [link]</td><td>Yes</td><td>0.6058</td></tr><tr><td>CODA Automotive Lauded for Innovation and Technology Efforts to Combat Climate Change and Air Pollution [link]</td><td>Yes</td><td>1</td></tr><tr><td>Report Claims Climate Change Is To Blame For Increase Of Allergies [link]</td><td>Yes</td><td>0.8026</td></tr><tr><td>Report Claims Climate Change Is To Blame For Increase Of Allergies [link]</td><td>Yes</td><td>0.8039</td></tr><tr><td>Tulips in mid-April in Chicago? Love the global warming. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming will make allergies worse for 25 million Americans, hitting those with asthma hardest: WWF (ClimateWire) #globalwarming</td><td>Yes</td><td>1</td></tr><tr><td>85 degrees in April eh? Hellooo global warming, nice to meet u</td><td>Yes</td><td>1</td></tr><tr><td>Rejoice, NY Times mentions crop wild relatives in article about adapting agriculture to climate change [link]</td><td>Yes</td><td>1</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>Yes</td><td>0.8075</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>Yes</td><td>0.603</td></tr><tr><td>RT @highcountrynews RT @NPCA: Two more glaciers are gone from namesake nat. park due to global warming, USGS reports [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @solveclimate: Feeling the Heat Down Under When it Comes to Climate Change: Erwin Jackson, The Climate Institute.. [link]</td><td>Yes</td><td>1</td></tr><tr><td>UK leads the way! RT @10cities Schumacher College: Mobilising Democracy to Tackle Climate Change [link]</td><td>Yes</td><td>0.8159</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @EnergyBoom: Harvard and MIT Receive $2 Million to Study Health and Environmental Impacts of Climate Change [link]</td><td>N/A</td><td>0.5941</td></tr><tr><td>Sen. Kerry writing in The Hill today: U.S. Must Lead on Climate Change [link]</td><td>Yes</td><td>0.6172</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>Yes</td><td>0.8041</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>Yes</td><td>1</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>Yes</td><td>0.6032</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>Yes</td><td>1</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>Yes</td><td>1</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>Yes</td><td>0.8269</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>Yes</td><td>0.8235</td></tr><tr><td>RT @BluePractice: The clothing industry started global warming in the first place. - Yvon Chouinard, Patagonia #FortuneGreen</td><td>Yes</td><td>1</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>Yes</td><td>0.7904</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>Yes</td><td>0.6167</td></tr><tr><td>Filmmaker Travels The Globe To Find People Fighting Climate Change ... [link]</td><td>Yes</td><td>0.5861</td></tr><tr><td>Filmmaker Travels The Globe To Find People Fighting Climate Change ...: Filmmaker Travels The Globe To Find People... [link]</td><td>Yes</td><td>0.6723</td></tr><tr><td>Rejoice, NY Times mentions crop wild relatives in article about adapting agriculture to climate change [link]</td><td>Yes</td><td>1</td></tr><tr><td>Effort to remake America's energy future and fight global warming could be harmed, or spurred, by Gulf #oilspill: [link]</td><td>Yes</td><td>1</td></tr><tr><td>How would catastrophic climate change change the average persons life? Think 100% unemployment every where on the planet for several decades</td><td>Yes</td><td>0.5889</td></tr><tr><td>Arctic Ice Loss Accelerating Global Warming: Research: TopNews New Zealand Global warming may be getting worse tha... [link]</td><td>Yes</td><td>1</td></tr><tr><td>#California taking the lead on #climate change: [link]</td><td>Yes</td><td>0.8078</td></tr><tr><td>Plants effective way of tackling global warming: Washington, Apr 30 (ANI): Plant leaves account for less than one ... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Namibia: Govt to Get Active On Climate Change [link]</td><td>Yes</td><td>0.7871</td></tr><tr><td>Plants effective way of tackling global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>Wait here's an idea: it's natural climate change, not human induced global warming. [link]</td><td>No</td><td>0.6206</td></tr><tr><td>Just Read: US Generals say: Climate Change Threatens America's Security [link]</td><td>Yes</td><td>0.6007</td></tr><tr><td>Glacial Melt From Global Warming Could Unplug Volcanos: Earthweek - A Diary of the Planet Eruptions of glacial vol... [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"33 US Military Generals, Admirals: \"\"Climate Change is Threatening ... [link]\"</td><td>N/A</td><td>0.7739</td></tr><tr><td>Off shore drilling threatens wildlife and contributes to climate change.  Urge Obama NOT to expand drilling!  [link]</td><td>Yes</td><td>0.6162</td></tr><tr><td>AllGov - News - Global Warming Isn't All Bad��_If You're an ...: In the frozen reaches of Canada, warmer temperature... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness: A new government report says global warmin... [link]</td><td>Yes</td><td>0.6025</td></tr><tr><td>Global warming picking up steam, Obama top science adviser says: John P. Holdren, Obama's top science adviser, dis... [link]</td><td>Yes</td><td>0.6104</td></tr><tr><td>RT @TheClimateDesk: Lyme disease already costs &gt; $2.5 billion a year, and climate change could make it even pricier. [link]</td><td>Yes</td><td>0.8235</td></tr><tr><td>Whale Excrement To Check Global Warming: TopNews United States New researcher carried out by the Australian Antarc... [link]</td><td>N/A</td><td>0.7991</td></tr><tr><td>Government Report Says Global Warming to Cause Cancer, Mental Illness: CNSNews.com By Matt Cover, Staff Writer (CN... [link]</td><td>N/A</td><td>0.6186</td></tr><tr><td>EPA issues report on U.S. climate change indicators - warming is having measurable effect across ecosystems [link]</td><td>Yes</td><td>1</td></tr><tr><td>Report: Save the Whales and They'll Save Us from Global Warming: Need more proof that Global Warming is the proble... [link]</td><td>Yes</td><td>0.5966</td></tr><tr><td>RT @fishmark: Wine grapes have become our best early-warning system for the effects of global warming. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Wine grapes have become our best early-warning system for the effects of global warming. [link]</td><td>Yes</td><td>0.5906</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All Around Us [link]</td><td>Yes</td><td>1</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All ...: Natural Resources Defense Counc... [link]</td><td>Yes</td><td>0.7965</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>Yes</td><td>1</td></tr><tr><td>Syed Husin wanted to know the effects of global warming to Malaysia. [link]</td><td>N/A</td><td>0.6943</td></tr><tr><td>Cleaner Air Could Speed Global Warming [link]</td><td>Yes</td><td>0.7984</td></tr><tr><td>Whale Poo Fights Global Warming: By ROB MAYEDA and LORI PREUITT Star Trek IV: The Voyage Home had many convinced t... [link]</td><td>Yes</td><td>0.5851</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>Yes</td><td>1</td></tr><tr><td>New facts support global warming case: Recent letter-writer Charles Kesner is either out-of-touch with reliable ne... [link]</td><td>Yes</td><td>0.7844</td></tr><tr><td>QUT researchers track climate change [link]</td><td>Yes</td><td>0.6214</td></tr><tr><td>Study: Climate Change Threatens Your Health, Too [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @panteraonca07: Slideshow of Alaska Before the Effects of Global Warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>In Vino Veritas The delicate wine grape has become our best early-warning system for the effects of global warming. [link]</td><td>Yes</td><td>0.5837</td></tr><tr><td>Conservation International:: Give a gift that helps prevent climate change, provides habitat for endangered specie... [link]</td><td>Yes</td><td>0.6369</td></tr><tr><td>Conservation International:: Give a gift that helps prevent climate change, provides habitat for endangered specie... [link]</td><td>Yes</td><td>0.7987</td></tr><tr><td>Climate change is real and climate change has consequences for all of us. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global Warming Contributes To Rapidly Increased Ocean Acidification: The US National Research Council warned last ... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming threatens Ca Mau Province: CA MAU ��_ The southernmost province of Ca Mau was among localities most v... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming means local storming [link]</td><td>Yes</td><td>1</td></tr><tr><td>Could Cleaner Air Actually Intensify Global Warming?: by NPR Staff As much of the world marked Earth Day this past w... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Renewable Energy Advances ��_ Ocean Saltiness Shows Global Warming ...: After pulling data from 1.6 million salinity... [link]</td><td>Yes</td><td>1</td></tr><tr><td>The Key to Fixing Global Warming China | Magazine: It's late November 2009, and US energy secretary Steven Chu is ... [link]</td><td>Yes</td><td>0.83</td></tr><tr><td>Global Warming: Ocean chemistry is changing faster than it has in 800,000 years: And that's because of the carbon ... [link]</td><td>Yes</td><td>0.8221</td></tr><tr><td>Topography of Mountains Could Complicate Rates of Global Warming: ScienceDaily (Apr. 25, 2010) ��_ A new study concl... [link]</td><td>Yes</td><td>0.7934</td></tr><tr><td>Soaring mercury; Blame it on global warming|Agartala, Apr 14 : Environmentalists have attributed the .. [link]</td><td>Yes</td><td>0.801</td></tr><tr><td>Africa: Monitoring a Changing Climate: The gathering environmental crisis presented by global warming... [link]</td><td>Yes</td><td>1</td></tr><tr><td>The volcanic ash was bad for planes...but should help reduce global warming.  [link]</td><td>Yes</td><td>1</td></tr><tr><td>Ocean currents still strong despite global warming|Researchers at NASA have discovered that the ocean currents .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Ocean currents still strong despite global warming|Researchers at NASA have discovered that the ocean currents .. [link]</td><td>Yes</td><td>0.8372</td></tr><tr><td>Long-distance journeys out of fashion? Global warming may be causing evolutionary changes in bird migration (sourc... [link]</td><td>Yes</td><td>0.6088</td></tr><tr><td>\"Funniest 'conservative' comment of the day: \"\"Climate change is due to increased heat from the Earth's core.\"\"\"</td><td>Yes</td><td>0.4878</td></tr><tr><td>Scientists Say Global Warming Affects Marine Life: In Narragansett Bay, Rhode Island, winter flounder no longer re... [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"Redding architect Theimer: Global warming doubters \"\"stupid\"\": James Theimer</td><td> known locally for his environmentally ... [link]\"</td><td>Yes</td></tr><tr><td>Indonesia Tree Program Looks to Reduce Global Warming: Planting trees is one way to help maintain the natural pres... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Earth Day report: climate change is endangering our health: [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global Climate Change, Not Global Warming @ [link]</td><td>No</td><td>0.6295</td></tr><tr><td>#CUBeyond: Wlliam Lau says climate change is happening and we must deal with it, no matter what is causing it.  #ChapmanU</td><td>Yes</td><td>1</td></tr><tr><td>Chew's focus is on the ways global warming is causing the redistribution of plant and animal species. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Military Leads Fight Against Climate Change: Pew [link]</td><td>N/A</td><td>0.5565</td></tr><tr><td>Royal Society Stunner: Hazardous geosphere activity and global warming linked: Periods of exceptional climate chan... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Fighting poverty and global warming in Africa: by Marc Gunther on 04/21/2010 22:10 0 comments , 0 views Rarely do ... [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"\"\"Military leads fight against climate change: Pew | Reuters\"\" [link]\"</td><td>Yes</td><td>0.5748</td></tr><tr><td>Spring Comes 10 Days Earlier In U.S. Due To Climate Change: [link]</td><td>Yes</td><td>0.8029</td></tr><tr><td>NASA Launches Climate Change Supercomputer: [link]</td><td>N/A</td><td>0.7815</td></tr><tr><td>@drgrist's excellent take on why even environmental economics limits our climate change policy options [link] #climate #agw</td><td>N/A</td><td>0.579</td></tr><tr><td>The Key to Fixing Global Warming? China [link]</td><td>Yes</td><td>1</td></tr><tr><td>@ClimateWise2 is here tonight at 7:30 to discuss what climate change is doing to women, children, families & communities [link]</td><td>Yes</td><td>0.8061</td></tr><tr><td>Baby boomers must tackle global warming while they can: By Anonymous Baby boomers have enjoyed peace and the large... [link]</td><td>Yes</td><td>1</td></tr><tr><td>#Ocean Saltiness Shows #Global Warming Is Intensifying Our Water Cycle : TreeHugger [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"Daniel C. Esty: Climate Change Plan B: Bringing down greenhouse gas emissions with a \"\"cap and trade\"\" system of tr... [link]\"</td><td>N/A</td><td>0.788</td></tr><tr><td>Military leads fight against climate change: Pew: WASHINGTON (Reuters) - The U.S. military, the government's large... [link]</td><td>Yes</td><td>0.5648</td></tr><tr><td>Global warming implicated in shortened bird migration | Science Codex: Global warming implicated in shortened bird... [link]</td><td>Yes</td><td>1</td></tr><tr><td>NASA��_s Gift to Earth: A Climate Change Supercomputer [link]</td><td>Yes</td><td>0.5984</td></tr><tr><td>\"Daniel C. Esty: Climate Change Plan B: Bringing down greenhouse gas emissions with a \"\"cap and trade\"\" system of tr... [link]\"</td><td>Yes</td><td>0.8006</td></tr><tr><td>UW biologist links early blooms to global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>UW biologist links early blooms to global warming: A researcher says plants in central Wisconsin are flowering ear... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Bolivian President Blames Capitalism for Global Warming: Environment News Service COCHABAMBA, Bolivia, April 20, 2... [link]</td><td>Yes</td><td>0.8119</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change: Global Geopolitics Net Sites / IPS In�__s Acosta... [link]</td><td>N/A</td><td>0.5846</td></tr><tr><td>An Explosive Idea: are volcanoes the cure for global warming? [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"RT @WGofNYC Leader of National Indigenous Women's Org, \"\"Climate Change is Not Just abt the Climate</td><td> its abt R Lives\"\" bit.ly/9GdzRw\"</td><td>Yes</td></tr><tr><td>See where @climate change is happening RT @ClimateCentral 8-part series on cities and climate change for BBC Worldnews: [link]</td><td>Yes</td><td>1</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming: Christian Science Monitor From a scheme to c... [link]</td><td>Yes</td><td>0.8465</td></tr><tr><td>Buying carbon offsets may ease eco-guilt but not global warming [link]</td><td>Yes</td><td>0.806</td></tr><tr><td>Pat Mooney on the Dangers of Geoengineering and Manipulating the Planet to Combat Climate Change  - [link]</td><td>Yes</td><td>0.4286</td></tr><tr><td>Icelandic Volcano's Impact on Global Warming, Green Transportation, Bird ...: By Alisa Opar NASA satellites captur... [link]</td><td>Yes</td><td>0.7772</td></tr><tr><td>Birds in southern England suffer from global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>Video: Getting Focus Back on Climate Change [link]</td><td>Yes</td><td>0.5988</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming blamed for European air traffic collapse: The FINANCIAL -- Global warming, which altered European w... [link]</td><td>Yes</td><td>0.7736</td></tr><tr><td>Republicans, why do you oppose global warming environmental ...: Really it makes no sense to oppose efforts to red... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Safe, secure nuclear energy must be part of climate change solution [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global Warming��_s Eyjafjoell Volcano Triggers More Global Warming: [link]</td><td>Yes</td><td>1</td></tr><tr><td>STATE DEPT. DECLARES: 'Global warming unequivocal and primarily human-induced'... [link]</td><td>Yes</td><td>0.5952</td></tr><tr><td>\"5th US Climate Action Report Released: \"\"Global Warming is Unequivocal\"\" [link]\"</td><td>Yes</td><td>0.7794</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Photo: We dare someone tell us that climate change isn't real. [link]</td><td>Yes</td><td>0.832</td></tr><tr><td>\"5th US Climate Action Report Released: \"\"Global Warming is Unequivocal\"\": Treehugger by Brian Merchant</td><td> Brooklyn</td><td> Ne... [link]\"</td></tr><tr><td>Since Man can't, Mother Nature to end global warming with volcanoes & earthquakes. #Hekla #Icelandic</td><td>Yes</td><td>0.8023</td></tr><tr><td>Blame the volcano trouble on sun and global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>Some hot health reminders on global warming: The debate is over; nearly all scientists (and politicians) agree tha... [link]</td><td>Yes</td><td>0.6172</td></tr><tr><td>Since Man can't, Mother Earth to end global warming with volcanoes & earthquakes. #ashtag #Hekla #Icelandic</td><td>Yes</td><td>0.7586</td></tr><tr><td>\"RT @kate_sheppard: Joe Romm (@climateprogress): \"\"Climate change is a BFD</td><td> if I can quote Joe Biden.\"\"\"</td><td>Yes</td></tr><tr><td>Reinvent Cities to Stop Climate Change | Green Living Ideas  [link]</td><td>Yes</td><td>0.6074</td></tr><tr><td>\"\"\"All 30 Major League Baseball Teams Throw Curve to Climate Change Deniers : CleanTechnica\"\" [link]\"</td><td>N/A</td><td>1</td></tr><tr><td>CST: A Lack Of Air Pollution Is Bad For Global Warming? ��_ Pirate's ... [link]</td><td>Yes</td><td>0.599</td></tr><tr><td>RT@greenforyou An estimated 20 billion birds changed their migrating habits in last few decades due to global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>\"Global warming melts ice and this can influence magmatic systems,\"\" he told Reuters. [link]\"</td><td>Yes</td><td>0.8085</td></tr><tr><td>@GregMitch has there been any reporting on if the increase in sediment in upper atmospher could reduce global warming effect by reducing sun</td><td>Yes</td><td>0.7885</td></tr><tr><td>Volcanic ash is a good thing. Blocks the sun's heat. Lessens air travel. Bye bye global warming. #fb</td><td>Yes</td><td>1</td></tr><tr><td>Why cleaner air could speed global warming | Air Pollution News [link]</td><td>Yes</td><td>0.818</td></tr><tr><td>\"Leaked U.S. Document Calls For \"\"Global Regime\"\" To Tackle Climate Change  [link]\"</td><td>N/A</td><td>0.5873</td></tr><tr><td>Why cleaner air could speed global warming: Aerosol pollution, which is now on the downswing, has helped keep the ... [link]</td><td>Yes</td><td>0.6192</td></tr><tr><td>Why cleaner air could speed global warming: Aerosol pollution, which is now on the downswing, has helped keep the ... [link]</td><td>Yes</td><td>0.7844</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>Yes</td><td>0.8235</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Effects of Global Warming Stats: Back with more news for you today. It's ama... [link]</td><td>Yes</td><td>0.7917</td></tr><tr><td>It's global climate change-not warming. #ac Read: www.associatedcontent.com/article/2872954/global_climate_change_not_global_warming.html</td><td>No</td><td>0.5944</td></tr><tr><td>Global Warming Today ��_ Blog Archive ��_ How can we tackle global ...: The only way at present is to reduce greenhous... [link]</td><td>Yes</td><td>1</td></tr><tr><td>CODA Automotive Lauded for Efforts to Combat Climate Change & Air Pollution [link]</td><td>Yes</td><td>0.7977</td></tr><tr><td>Ocean Saltiness Getting Weird ��_ Blame Global Warming: IndyPosted (blog) A study conducted by scientists at Austral... [link]</td><td>Yes</td><td>0.6027</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>Yes</td><td>0.8037</td></tr><tr><td>A preliminary analysis suggests that natural gas could contribute far more to global warming than previously thought. [link]</td><td>Yes</td><td>1</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>Yes</td><td>0.5957</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>Yes</td><td>0.8477</td></tr><tr><td>USC prof Dan Mazmanian:  money needed for adaption to climate change in the state is a pressing social justice issue.#USC #SPPD #Keston</td><td>Yes</td><td>0.6058</td></tr><tr><td>Iceland volcano unlikely to slow global warming: scientists [link]</td><td>Yes</td><td>1</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>N/A</td><td>0.8084</td></tr><tr><td>Iceland volcano unlikely to slow global warming: scientists: AFP PARIS ��_ Big volcanic eruptions have had a cooling... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global warming may make cricket bats history: London: Cricket is facing a bizarre threat following a European Unio... [link]</td><td>Yes</td><td>0.8033</td></tr><tr><td>volcano unlikely to slow global warming: By Richard Ingham, AFPApril 16, 2010 4:44 AM An EUMESAT satellite image s... [link]</td><td>Yes</td><td>1</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>N/A</td><td>1</td></tr><tr><td>Fifty years ago I was teaching and preaching about global warming and its catastrophic effects on our climate. [link]</td><td>Yes</td><td>1</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>N/A</td><td>0.8008</td></tr><tr><td>President Barack Obama says the world cannot wait for China to commit to tackling global warming. [link]</td><td>N/A</td><td>0.5596</td></tr><tr><td>Obama: China must act on climate change [link]</td><td>N/A</td><td>0.5365</td></tr><tr><td>Renewable energy possible solution to global warming: By Milton Takei | University alumnus, 1992 In dealing with t... [link]</td><td>Yes</td><td>1</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Impact of Climate Change on ...: There are many predicted effects for the en... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Plz hlp fight Global warming- read my post abt effects of Global Warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>UN to battle poverty, global warming .:. newkerala.com Online News ...: UN to battle poverty, global warming - New... [link]</td><td>Yes</td><td>0.8266</td></tr><tr><td>Eaarth: global warming is here to stay, how will we deal with it? [link]</td><td>Yes</td><td>1</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming [link]</td><td>Yes</td><td>0.7837</td></tr><tr><td>Germany is an important partner for us in trade as well as in the fight against climate change.</td><td>Yes</td><td>0.7749</td></tr><tr><td>Global Warming Likely to Worsen Allergies in Maine: That's according to a new report released today by the Nationa... [link]</td><td>Yes</td><td>0.7917</td></tr><tr><td>SubTropolis, U.S.A. -  A creative solution to global warming 100 feet below ground. [link]</td><td>Yes</td><td>0.7872</td></tr><tr><td>Global warming or unemployment...choose your own disaster?: By Max Jacobs Companies producing greenhouse gases in ... [link]</td><td>N/A</td><td>0.7844</td></tr><tr><td>This one explained the extreme cold weather we have experienced this winter as just one more example of global warming. [link]</td><td>Yes</td><td>0.5922</td></tr><tr><td>@Climate change Giant #Glacier Fall in Peru Causes Deadly Tsunami : [link]</td><td>Yes</td><td>1</td></tr><tr><td>Green' cement made from rice may help tackle global warming|London, April 13 : With the increasing rise in the .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Can you feel the shift in consciousness? -- 3K Businesses Create New Ad for Climate Change Action - [link]</td><td>Yes</td><td>0.7816</td></tr><tr><td>RT @SolarInsure: 3,000 Businesses Create New Ad for Climate Change Action : CleanTechnica [link]</td><td>N/A</td><td>0.6102</td></tr><tr><td>Global warming threatens Armenia by 2C higher temperature [link]</td><td>Yes</td><td>1</td></tr><tr><td>Climate change deadly? Scientists suspect global warming may be contributing to strange deaths of Arctic birds. [link]</td><td>Yes</td><td>0.8037</td></tr><tr><td>Green' cement made from rice may help tackle global warming: London, April 13 (ANI): With the increasing rise in ... [link]</td><td>Yes</td><td>1</td></tr><tr><td>��_Green��_ cement made from rice may help tackle global warming [link]</td><td>Yes</td><td>1</td></tr><tr><td>Global Warming 'at Point of No Return': Global warming has reached the point of no return, a study published in th... [link]</td><td>Yes</td><td>1</td></tr><tr><td>World-Famous Places Endangered by Global Warming: If climatologists' predictions of global warming are right, some... [link]</td><td>Yes</td><td>0.8123</td></tr><tr><td>Green' cement made from rice may help tackle global warming|London, April 13 : With the increasing rise in the .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>Latest weapon in global warming fight ��_ 'green' cement made from rice: By FIONA MACLEOD AND RUAIRI CREANEY SCIENTI... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Latest weapon in global warming fight ��_ 'green' cement made from rice [link]</td><td>Yes</td><td>1</td></tr><tr><td>Coping with Global Warming: How to Save on Utility Bills: By Dealman(view all posts by Dealman) Actually, this isn... [link]</td><td>Yes</td><td>0.5532</td></tr><tr><td>\"\"\"Climate Change - Building a Green Economy - Paul Krugman - NYTimes.com\"\" [link]\"</td><td>Yes</td><td>0.5683</td></tr><tr><td>Clean Technology Industry Forecast is Strong Due to Global Warming Concerns ...: April 12, 2010 (MMD Newswire) -- ... [link]</td><td>N/A</td><td>0.6107</td></tr><tr><td>Porous materials to reduce the climate change [link]</td><td>Yes</td><td>1</td></tr><tr><td>celebrate Earth Day by signing Declaration of Energy Independence to show the Senate we demand action on climate change [link]</td><td>Yes</td><td>0.8081</td></tr><tr><td>Top U.S. Vacation spots becoming endangered. Landscape threatened by global warming, mining, weather, environmental hazard & population</td><td>Yes</td><td>1</td></tr><tr><td>\"..leaders are failing to address the gravest threat our world has ever faced...\"\" \"\"Pressuring politicians on climate change is not working.\"</td><td>Yes</td><td>1</td></tr><tr><td>Glacier National Park Loses Two More Glaciers Due To Global Warming: Thaindian.com By Meena Kar Montana, Apr 11, (... [link]</td><td>Yes</td><td>1</td></tr><tr><td>Plants can effectively tackle global warming|Don't have SiliconIndia account? Sign up Forgot your password? Reset .. [link]</td><td>Yes</td><td>0.7881</td></tr><tr><td>Plants can effectively tackle global warming|Don't have SiliconIndia account? Sign up Forgot your password? Reset .. [link]</td><td>Yes</td><td>0.6046</td></tr><tr><td>Climate change affects subterranean ecosystems|Changes above the ground, such as a higher concentration of carbon .. [link]</td><td>Yes</td><td>1</td></tr><tr><td>RT @RyanNewYork Gulf Coast spill better give Climate Change Legislation some momentum. It's a bigger tragedy than we're even aware of yet.</td><td>Yes</td><td>0.8141</td></tr><tr><td>Spill + coal mine tragedy = need for alt energy! RT @RyanNewYork: Gulf Coast spill better give Climate Change Legislation some momentum.</td><td>Yes</td><td>0.6186</td></tr><tr><td>Gulf Coast spill better give Climate Change Legislation some momentum. It's a bigger tragedy than we're even aware of yet. #P2</td><td>Yes</td><td>0.8518</td></tr><tr><td>LIVE NOW: Green Gone Wrong: False Hope and Real Solutions to Climate Change [link]</td><td>Yes</td><td>0.5865</td></tr><tr><td>@New_federalists  i have it on good auth tht global warming also causes toe fungus.  We R all fortunate tht thr IS no global warming! #tcot</td><td>No</td><td>0.6114</td></tr><tr><td>Illegal war and the myth of global warming|My main campaign platform for this election will be the illegal .. [link]</td><td>No</td><td>1</td></tr><tr><td>It is in the 30's what happened to Spring? Global warming is for those that care to read about and not live it. The coldest Winter ever. FU</td><td>No</td><td>0.7991</td></tr><tr><td>the scientific community was scamed by global green  gov warming scam.</td><td>No</td><td>1</td></tr><tr><td>I truly  Fat ASS Gore should get the Scam Artist Award of the decade with his Global Warming and Energy Credits worth close to Billion.</td><td>No</td><td>0.8289</td></tr><tr><td>hide the decline is the global warming nut jobs current policy its all a epic scam they are lying to the world #climategate #tcot #p2</td><td>No</td><td>1</td></tr><tr><td>40 degrees in NYC. please urinate on next liberal global warming /climate change scum you see.</td><td>No</td><td>0.7778</td></tr><tr><td>\"RT @virgiltexas: Hey Al Gore: see these tornadoes racing across Mississippi? So much for global \"\"warming\"\" #tornadocot #ocra #sgp #gop #ucot #tlot #p2 #tycot\"</td><td>No</td><td>1</td></tr><tr><td>#justinbiebersucks and global warming is a farce</td><td>No</td><td>1</td></tr><tr><td>One Stop Book Stop Confirmed! Global warming is 'settled' ��_ as a scam: WND.com Sussman's book, the ... [link]</td><td>No</td><td>1</td></tr><tr><td>\"BOYCOTT SIEMENS for buying \"\"global warming\"\"/\"\"climate change\"\" in their advertisements. #tcot #sgp #teaparty\"</td><td>No</td><td>0.8105</td></tr><tr><td>climate change scam #3wordslibshate</td><td>No</td><td>0.6184</td></tr><tr><td>Global Warming? Vostok Antarctica sits at -100F -- with windchills to -142F ...  [link]</td><td>N/A</td><td>0.5781</td></tr><tr><td>Global Warming?  Vostok Antarctica sits at -100F -- with lows forecast to -110F... [link]</td><td>N/A</td><td>0.5794</td></tr><tr><td>RT @Climate scam another warmist has to be rescued from Arctic cold Global warming activist 'transported ... [link]</td><td>No</td><td>1</td></tr><tr><td>Why isn't @algore upset with the volcano for causing global warming? #climategate</td><td>No</td><td>0.3983</td></tr><tr><td>Rationalists' who believe aliens exist & global warming=caused by humans, might as well believe in Jesus miracles,angels &fairies #tcot #p2</td><td>No</td><td>1</td></tr><tr><td>@psiryu Hmmm so global warming is a fraud!</td><td>No</td><td>1</td></tr><tr><td>Air ban led by flawed computer models. Global warming come to mind? [link]</td><td>N/A</td><td>0.3966</td></tr><tr><td>Monster Chiller Horror Global Warming! [link]</td><td>Yes</td><td>0.5936</td></tr><tr><td>Proof there's no climate change. RT @jazgar 75-ft killer tsunami created in a Peruvian LAKE when a glacier fractures & falls Into the lake!</td><td>No</td><td>1</td></tr><tr><td>COW FARTS EXONERATED FROM GLOBAL WARMING [link]</td><td>N/A</td><td>0.5988</td></tr><tr><td>COW FARTS EXONERATED FROM GLOBAL WARMING [link]</td><td>Yes</td><td>0.5821</td></tr><tr><td>@OTOOLEFAN REAL science. Not Algore's climate change 'science' hacks with their man-made global warming hoax. Gore=Palin</td><td>No</td><td>0.8235</td></tr><tr><td>30000 Anti-Global Warming Scientists Can't Be Wrong | Stranger ...: Nature Magazine, the academic journal that int... [link]</td><td>No</td><td>0.6327</td></tr><tr><td>@junerenner ,get a headache when grandson tells how argued w/teachers about Global warming being big hoax. One threatened to flunk him!</td><td>N/A</td><td>0.4908</td></tr><tr><td>@foxandfriends global warming is like the goldman execs... full of sh*t</td><td>No</td><td>1</td></tr><tr><td>Global Warming Baloney: According to the experts at NASA, the difference between weather and climate is a measure ... [link]</td><td>No</td><td>0.7922</td></tr><tr><td>Your Voice: The fraud of global warming: by Tim Michael Case, Tracy Since the early 1970s, our public school syste... [link]</td><td>No</td><td>1</td></tr><tr><td>computer forensics experts: are there still any idiots out there that belive global warming is true? [link]</td><td>No</td><td>1</td></tr><tr><td>Liberal Looney Toons: Global Warming Alarmist Comes Home With Artic Frost Bite: Gather.com they wont learn huh? lo... [link]</td><td>No</td><td>0.6242</td></tr><tr><td>Dear Global Warming people: It is 52 degrees in S. CA on 4/23. Heat on. [contents of this message are copyrighted and property of author.]</td><td>No</td><td>0.7952</td></tr><tr><td>I am freezing still in Southern California. Global warming fanatics, come visit me. Wear a hat, gloves and down jacket.</td><td>No</td><td>1</td></tr><tr><td>@Cubachi you are so on target, Bullshit is even better than the climate change hoax & Gore /Climate change is bullshit #leadersdebate #fact</td><td>No</td><td>1</td></tr><tr><td>Climate Change Fraud - The Scandal of Solar Power in Spain [link]</td><td>No</td><td>1</td></tr><tr><td>Climate Change Fraud - Global Warming, Ethanol, DDT and ... [link]</td><td>No</td><td>0.8526</td></tr><tr><td>Despite Climategate, LEFT investing heavily in global warming hysteria as new way 2 impose nat'l & international controls on human freedom.</td><td>No</td><td>0.7994</td></tr><tr><td>RT @ClimateDepot: ''Obama does a 3-minute Earth Day video; fails to mention the global warming hoax'' [link]</td><td>No</td><td>1</td></tr><tr><td>#ALMS Let me politely suggest that I DO NOT WATCH MOTORSPORTS TO BE LECTURED ON IMAGINARY GLOBAL WARMING! #nascar</td><td>No</td><td>1</td></tr><tr><td>Someone go tell the Climate Change crowd to go hang, after they read this: [link]</td><td>No</td><td>1</td></tr><tr><td>Gagnon, like most liberals you have been duped by the global warming, socialist propaganda. [link]</td><td>No</td><td>0.7982</td></tr><tr><td>I believe that Global Warming is an international conspiracy perpetrated by GE in order to sell more air conditioners</td><td>No</td><td>1</td></tr><tr><td>UN process in danger unless world agrees on climate change - Telegraph [link]</td><td>Yes</td><td>0.6157</td></tr><tr><td>Does Virginia's Governor Believe In Global Warming? [link]</td><td>N/A</td><td>0.8182</td></tr><tr><td>\"\"\"@SenatorReid Calls @GrahamBlog's Bluff On Climate Change: 'It's Up To You\"\" ( [link]\"</td><td>N/A</td><td>0.6015</td></tr><tr><td>Reid To Graham On Climate Change: 'It's Up To You' [link]</td><td>Yes</td><td>0.5059</td></tr><tr><td>What do you know about climate change? Test your knowledge with the following 10 questions @change [link]</td><td>N/A</td><td>0.799</td></tr><tr><td>RT @sponsorpitch: Shell's Climate Change #Sponsorship Causes Blogosphere Meltdown [link]</td><td>Yes</td><td>0.598</td></tr><tr><td>What do you know about climate change? Test your knowledge with the following 10 questions @change [link]</td><td>Yes</td><td>0.6162</td></tr><tr><td>Global warming you tube explanation you will enjoy #IPCC #teaparty [link]</td><td>N/A</td><td>0.6656</td></tr><tr><td>Funny how timely oil spill in Gulf and new AZ law have pushed climate change bill away and drawn forth immigration reform.</td><td>N/A</td><td>0.8049</td></tr><tr><td>Announcement: SPR Principal Jeff Gracer to Moderate Panel on Climate Change at New York City��_ [link]</td><td>N/A</td><td>1</td></tr><tr><td>Tom Switzer: Australia's Changing Climate-Change Climate [link]</td><td>N/A</td><td>0.8248</td></tr><tr><td>Kindling Controversy: Hansen, McKibben, Revkin & Lomborg of climate change gurus at The Met in NYC 8pm Thurs 4/29/10 [link]</td><td>N/A</td><td>0.7865</td></tr><tr><td>I uploaded a YouTube video -- MaximsNewsNetwork: ENERGY & CLIMATE CHANGE: U.N.'s BAN KI-MOON (UNTV) [link]</td><td>N/A</td><td>0.81</td></tr><tr><td>Climate change you tube animation you will like #IPCC #gop [link]</td><td>N/A</td><td>1</td></tr><tr><td>RT @tweetdrudge Reid set to move on climate change bill -- before immigration... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Asking Your Own Man 100 Questions To Discover The Answers You Want ...: ... Climate Change, clinical trials collag... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Attending the Secretary-General��_s press conference to present the report of his Advisory Group on Energy and Climate Change</td><td>N/A</td><td>0.678</td></tr><tr><td>Meeting Dr. Sultan Al-Jaber, Assistant Foreign Minister, United Arab Emirates and Special Envoy for Energy and Climate Change</td><td>N/A</td><td>0.6267</td></tr><tr><td>Should You Removal That Mole? : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art,... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Making remarks at launching of report by his Advisory Group on Energy and Climate Change (AGECC) ��_ Energy for Development...</td><td>N/A</td><td>0.7739</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>N/A</td><td>1</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>N/A</td><td>1</td></tr><tr><td>Discussions on Indigenous Women and Climate Change at the UN [link]</td><td>N/A</td><td>1</td></tr><tr><td>Politico story on the state of play in DC re climate change and #immigration [link]</td><td>N/A</td><td>0.8149</td></tr><tr><td>The choice that won��_t change the world, and the one that might [link]</td><td>N/A</td><td>0.8298</td></tr><tr><td>At new school climate change panel, heritage's David Kreutzer just asked audience to wait 3 mins before throwing water bottles at him</td><td>N/A</td><td>0.8278</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>N/A</td><td>0.8025</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>N/A</td><td>0.7857</td></tr><tr><td>Memo On The White House Correspondents Dinner: If You Want To Be Green, Report On Climate Change: I'd never be on... [link]</td><td>N/A</td><td>0.8238</td></tr><tr><td>Geological Society of America Position Statement on Climate Change  [link]</td><td>N/A</td><td>0.8145</td></tr><tr><td>Global warming dirt-carbon peril models are wrong, say boffins|Greenhouse experiments show reduced greenhouse .. [link]</td><td>No</td><td>0.6187</td></tr><tr><td>CLIMATE CHANGE: No Deal in Sight, Say Leading Economies of the South: CAPE TOWN, Apr 26 (IPS) - Environment minist... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Senior Technical Advisor: Communities and Climate Change, Environment and Development, New York @UNjobs #jobs [link]</td><td>Yes</td><td>0.6</td></tr><tr><td>Survey gauges opinions about global warming|Dan Reiland UW-Eau Claire students displayed posters Monday afternoon .. [link]</td><td>N/A</td><td>1</td></tr><tr><td>Survey gauges opinions about global warming|Dan Reiland UW-Eau Claire students displayed posters Monday afternoon .. [link]</td><td>N/A</td><td>1</td></tr><tr><td>Views on Global Warming Vary in Three Countries|(Angus Reid Global Monitor) - People in three countries hold .. [link]</td><td>N/A</td><td>1</td></tr><tr><td>Views on Global Warming Vary in Three Countries|(Angus Reid Global Monitor) - People in three countries hold .. [link]</td><td>N/A</td><td>1</td></tr><tr><td>The choice that won��_t change the world, and the one that might [link]</td><td>N/A</td><td>1</td></tr><tr><td>Connecticut buys into global warming, but some Senate candidates do not|One might assume that, regardless of .. [link]</td><td>N/A</td><td>0.4146</td></tr><tr><td>Connecticut buys into global warming, but some Senate candidates do not|One might assume that, regardless of .. [link]</td><td>N/A</td><td>0.6169</td></tr><tr><td>RT @NROcorner: Legislative Steamrolling -- By: Kathryn Jean Lopez: April 26 (Bloomberg) -- Immigration and climate-change legisl... [link]</td><td>N/A</td><td>0.8222</td></tr><tr><td>(AFX UK Focus) 2010-04-26 20:41 SCENARIOS-Challenges to California climate change law: By Peter Henderson [link]</td><td>N/A</td><td>0.825</td></tr><tr><td>True RT @drgrist: Larry Shapiro is astute Why immigration reform is getting more traction than climate change in Senate [link]</td><td>N/A</td><td>0.7758</td></tr><tr><td>SCENARIOS-Challenges to California climate change law: Source: Reuters By Peter Henderson SAN FRANCISCO, April 26 ... [link]</td><td>N/A</td><td>0.7917</td></tr><tr><td>The Climate of Lindsay Graham's Support for Climate Change Legislation Has Changed: Today Lindsey Graham,... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Arizona's immigration law, climate change legislation stalling--Which issue should Congress focus on now? Poll: [link]</td><td>N/A</td><td>1</td></tr><tr><td>Which is next on Capitol Hill: #immigration or #climate change? [link]</td><td>N/A</td><td>1</td></tr><tr><td>#pr By noon: FoxNews.com/Gene Koprowski seeks experts re: audit of IPCC climate-change report: [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climate change bill stalls amid epic immigration sortie: [link]</td><td>N/A</td><td>1</td></tr><tr><td>CNN: Graham's exit puts climate change bill in limbo: A climate-change bill that was scheduled to be unveiled at a... [link]</td><td>N/A</td><td>0.5705</td></tr><tr><td>Graham's exit puts climate change bill in limbo [link]</td><td>N/A</td><td>1</td></tr><tr><td>Legislative Steamrolling -- By: Kathryn Jean Lopez: April 26 (Bloomberg) -- Immigration and climate-change legisl... [link]</td><td>N/A</td><td>0.7927</td></tr><tr><td>Watching &gt;&gt; RT @genosworld Sting and his wife talk to CNN about climate change. [link]</td><td>N/A</td><td>1</td></tr><tr><td>Graham's exit puts climate change bill in limbo [link]</td><td>N/A</td><td>1</td></tr><tr><td>reflections of a rebel: CLIMATE CHANGE AND SOCIAL JUSTICE TOWARDS ...: The more familiar image of green capitalism... [link]</td><td>N/A</td><td>0.6017</td></tr><tr><td>Legislative Steamrolling -- By: Kathryn Jean Lopez: April 26 (Bloomberg) -- Immigration and climate-change legisl... [link]</td><td>N/A</td><td>0.806</td></tr><tr><td>Legislative Steamrolling -- By: Kathryn Jean Lopez:  April 26 (Bloomberg) -- Immigration and climate-change legisl... [link]</td><td>N/A</td><td>1</td></tr><tr><td>cnnbrk: Graham's exit from talks puts climate change bill in limbo [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climate scientists get hate mail, abuse|E-mails brimming accusing them of fabricating global warming data flood .. [link]</td><td>N/A</td><td>0.8409</td></tr><tr><td>Why the GOP's Graham Put the Kibosh on a Climate Bill: Even the industry-friendly Senate global-warming legislatio... [link]</td><td>N/A</td><td>0.8285</td></tr><tr><td>Graham's exit puts climate change bill in limbo: A climate-change bill that was scheduled to be unveiled at a news... [link]</td><td>N/A</td><td>0.8116</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unveile... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unveile... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo [link]</td><td>N/A</td><td>0.8541</td></tr><tr><td>Obama Politics: Pushing Immigration Reform, Sidelining Climate Change: About - News & Issues (blog) Who regularly ... [link]</td><td>N/A</td><td>0.689</td></tr><tr><td>Tea Party With a Difference: ... climate change really hits will come with instructions in Chinese. Go Green Tea ... [link]</td><td>N/A</td><td>0.8488</td></tr><tr><td>US Climate change bill stalls in Senate [link]</td><td>N/A</td><td>1</td></tr><tr><td>Gawker: Logic Report: Lindsey Graham's Climate Change Bill Flip-Flop [Polidicks] [link]</td><td>N/A</td><td>1</td></tr><tr><td>Logic Report: Lindsey Graham's Climate Change Bill Flip-Flop [Polidicks] [link]</td><td>N/A</td><td>1</td></tr><tr><td>Passing Any Legislation At All Will Kill the Climate Change Bill: [link]</td><td>N/A</td><td>0.6208</td></tr><tr><td>Portfolio Lighting Delivers Broad Assortment Lighting For The Home ...: ... Climate Change, clinical trials collag... [link]</td><td>N/A</td><td>1</td></tr><tr><td>New delay in Senate climate change bill [link]</td><td>N/A</td><td>1</td></tr><tr><td>The Sunday Word: Energy: Lawmakers decided to delay the unveiling of their bipartisan climate change and energy b... [link]</td><td>N/A</td><td>0.7923</td></tr><tr><td>Decision Time ��_ UK Election & Climate Change [link]</td><td>N/A</td><td>1</td></tr><tr><td>Peoples World: GRAND RAPIDS, Mich. - Opponents of climate change legislation typically argue that regulating globa... [link]</td><td>N/A</td><td>0.407</td></tr><tr><td>Graham Threatens to Pull Energy Bill Sponsorship: Senator Lindsey Graham, a central architect of a climate change... [link]</td><td>N/A</td><td>1</td></tr><tr><td>cnnbrk: Sen. Graham's move imperils Dems' push for immigration, climate change bills. [link]</td><td>N/A</td><td>0.6801</td></tr><tr><td>Cafe Scientifique presents global warming talk, film|The April Cafe Scientifique presentation will be on the .. [link]</td><td>N/A</td><td>0.598</td></tr><tr><td>Survey Finds US Doesn't Give a ***** About Climate Change: A new survey conducted by HSBC finds that in cities aro... [link]</td><td>N/A</td><td>0.6818</td></tr><tr><td>Cafe Scientifique presents global warming talk, film|The April Cafe Scientifique presentation will be on the .. [link]</td><td>N/A</td><td>0.591</td></tr><tr><td>Best Core Exercise: Plank/Back Extension - Gaiam Blog: affirmation burn-calories change climate change diet energy... [link]</td><td>N/A</td><td>0.8156</td></tr><tr><td>Alexia Parks: Global Warming of the Heart|Earth Day is over. Or is it? Thousands of conscious actions took place .. [link]</td><td>Yes</td><td>0.5957</td></tr><tr><td>Alexia Parks: Global Warming of the Heart [link]</td><td>N/A</td><td>0.8067</td></tr><tr><td>Alexia Parks: Global Warming of the Heart|Earth Day is over. Or is it? Thousands of conscious actions took place .. [link]</td><td>N/A</td><td>0.5904</td></tr><tr><td>Alexia Parks: Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of consc... [link]</td><td>Yes</td><td>0.5086</td></tr><tr><td>Alexia Parks: Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of consc... [link]</td><td>N/A</td><td>0.7907</td></tr><tr><td>Survey Finds US Doesn't Give a Shit About Climate Change: [link]</td><td>N/A</td><td>1</td></tr><tr><td>RT @Public_Citizen here's where to start the talk about climate change [link]</td><td>N/A</td><td>1</td></tr><tr><td>Webb Touts Global Warming Department|LITTLE ROCK - The Arkansas lawmaker who authored legislation that created .. [link]</td><td>N/A</td><td>1</td></tr><tr><td>Webb Touts Global Warming Department|LITTLE ROCK - The Arkansas lawmaker who authored legislation that created .. [link]</td><td>N/A</td><td>0.8618</td></tr><tr><td>Climate Bill Drops on Monday -- Or Not: The long-awaited Senate climate change bill being brokered by Senators Ker... [link]</td><td>N/A</td><td>0.7989</td></tr><tr><td>RT @TribecaFilmFest: RT @jpatricof: @jessicaalba and sebastian copeland at premiere of climate of change right now #tribeca</td><td>N/A</td><td>0.777</td></tr><tr><td>Climatologists, Meteorologists Divided on Global Warming [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climate science's chinese whispers: The books that separate global warming fact from fiction|The culture shock of .. [link]</td><td>N/A</td><td>1</td></tr><tr><td>Don Blankenship Calls Efforts On Mine Safety Regulation 'As Silly As Global Warming' [link]</td><td>No</td><td>0.7778</td></tr><tr><td>RT @MediaFixBlog: If you missed report on U.S. news groups working together on climate change project.  [link]</td><td>N/A</td><td>0.806</td></tr><tr><td>Sarah Palin On Climate Change [link]</td><td>N/A</td><td>1</td></tr><tr><td>Don Blankenship Calls Efforts On Mine Safety Regulation 'As Silly As Global Warming': At his Labor Day anti-union... [link]</td><td>No</td><td>0.5745</td></tr><tr><td>#Global warming vs Shangri-la? [link]</td><td>N/A</td><td>1</td></tr><tr><td>CLIMATE: Top coal execs to testify before global warming panel [link]</td><td>N/A</td><td>0.8216</td></tr><tr><td>WaterSISWEB: Integrated Regional Water Management Climate Change Document Clearinghouse [link]</td><td>N/A</td><td>0.8058</td></tr><tr><td>CLIMATE: Top coal execs to testify before global warming panel [link]</td><td>N/A</td><td>1</td></tr><tr><td>In with Immigration, Out with Climate Change? [link]</td><td>N/A</td><td>0.6061</td></tr><tr><td>2009: year in which sceptics stole running on climate change|Australian business could show our politicians the .. [link]</td><td>N/A</td><td>0.6</td></tr><tr><td>Check this video out -- The Business of Climate Change Conference 2009 [link]</td><td>N/A</td><td>1</td></tr><tr><td>RT @yvettethijm: RT @boingboing Video: Larry Brilliant on the volcano and climate change - Boing Boing [link]</td><td>N/A</td><td>0.7816</td></tr><tr><td>Earth Day at 40: The Politics Finally Erupt: [link]</td><td>N/A</td><td>0.7852</td></tr><tr><td>\"Paul Rogat Loeb: \"\"'Soul Of A Citizen': Jesus And Climate Change - The Journey Of Evangelical Leader Rich Cizik\"\" - [link]\"</td><td>N/A</td><td>1</td></tr><tr><td>Climate-Change Bill Avoids ?Cap-and-Trade? Tag in U.S. Senate|April 22 (Bloomberg) -- When Tea Party activists .. [link]</td><td>N/A</td><td>0.8294</td></tr><tr><td>CLIMATE: Top coal execs to testify before global warming panel [link]</td><td>N/A</td><td>1</td></tr><tr><td>RT @dbiello: US climate change negotiating plans revealed! [link]</td><td>N/A</td><td>0.787</td></tr><tr><td>Overheard: from Carol Browner, Assistant to the President for Energy and Climate Change - She mentioned that... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Maria Rodale: Does Climate Change Exist, and Does It Even Matter?: It amazes me, really, how many different views... [link]</td><td>N/A</td><td>0.5799</td></tr><tr><td>Maria Rodale: Does Climate Change Exist, and Does It Even Matter?: It amazes me, really, how many different views... [link]</td><td>N/A</td><td>0.5959</td></tr><tr><td>Stay Glued to Your Fitness Plan : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip ar... [link]</td><td>N/A</td><td>0.8093</td></tr><tr><td>Media(ted) discourses and climate change: a focus on political subjectivity and (dis) engagement [link]</td><td>N/A</td><td>0.7991</td></tr><tr><td>RT @grittv: American media isn't putting out much on Climate Change. That's why you should watch GRIT's take![link]</td><td>N/A</td><td>0.754</td></tr><tr><td>American media isn't putting out much on Climate Change. That's why you should watch GRIT's take![link]</td><td>Yes</td><td>0.6242</td></tr><tr><td>RT @pwire: Going big: After health care, Democrats still plan legislation on bank reform, climate change and immigration... [link]</td><td>N/A</td><td>0.7835</td></tr><tr><td>RT @pwire: Going big: After health care, Democrats still plan legislation on bank reform, climate change and immigration... [link]</td><td>N/A</td><td>1</td></tr><tr><td>RT @pwire: Going big: After health care, Democrats still plan legislation on bank reform, climate change and immigration... [link]</td><td>N/A</td><td>0.7749</td></tr><tr><td>Going big: After health care, Democrats still plan legislation on bank reform, climate change and immigration... [link]</td><td>N/A</td><td>0.7918</td></tr><tr><td>Superb Valentine's Day Gifts For Your Kitchen : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, cli... [link]</td><td>N/A</td><td>1</td></tr><tr><td>John Fugelsang, Climate Change, and Coal Goes Shopping: Gun advocates rallied this week in support of their rig... [link]</td><td>N/A</td><td>1</td></tr><tr><td>@hawkeviper so, you are a 'No' then on global warming then and the results of that...</td><td>N/A</td><td>0.7753</td></tr><tr><td>Climate change reporting project involves Slate,Wired,PBS,CIR,Atlantic & Mother Jones [link]</td><td>N/A</td><td>0.6101</td></tr><tr><td>Skirmishes renewed at U.N. global warming conference|Climate talks nearly ground to a halt before they began in .. [link]</td><td>N/A</td><td>0.8035</td></tr><tr><td>Skirmishes renewed at U.N. global warming conference|Climate talks nearly ground to a halt before they began in .. [link]</td><td>N/A</td><td>0.8233</td></tr><tr><td>Simple Tips for Shopping for Grooved Tungsten Ring Online : A ...: ... Climate Change, clinical trials collagen, c... [link]</td><td>N/A</td><td>0.8061</td></tr><tr><td>Labour Policies : Environment, Climate Change and Energy Policy: Labour's environment, energy and climate change p... [link]</td><td>N/A</td><td>0.8094</td></tr><tr><td>U.N. Climate Panel Gets an 'F': An audit of the United Nations' landmark climate change report gave 21 of the 44 c... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climate change and our identity [link]</td><td>N/A</td><td>0.7994</td></tr><tr><td>Climate change and our identity [link]</td><td>Yes</td><td>0.8025</td></tr><tr><td>Brilliant Tips For Valentine's Day : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Via Kevin Drum: Capitalism and Climate Change: Over at the Climate Desk, Clive Thompson writes that althoug... [link]</td><td>N/A</td><td>0.59</td></tr><tr><td>RT @rabbleca What is the People's World Referendum on Climate Change? [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climate change's 'evil twin' [link]</td><td>N/A</td><td>0.8324</td></tr><tr><td>RT @WHY_RU_Talking: Itz cold -_- {We could put our bodies together n start global warming}</td><td>N/A</td><td>0.811</td></tr><tr><td>Retro Video Games Consoles For Valentine's Day Gifts : A Screaming ��_O��_: ... Climate Change, clinical trials collag... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Will the Iceland Volcano Change the Climate?: While volcanoes can cause changes to Earth's climate, recent eruptio... [link]</td><td>N/A</td><td>0.6136</td></tr><tr><td>Tips for Adopting A Canine : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, cl... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Podcast:unrest in Thailand; Iran's nuclear summit;DC climate change conference ; SASC debates ballistic missile defense [link]</td><td>N/A</td><td>1</td></tr><tr><td>Internet Dating : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, clothes, clot... [link]</td><td>N/A</td><td>0.9135</td></tr><tr><td>\"As I said only days ago, we will start seeing much more tempered reporting on \"\"global warming\"\"</td><td> starting w the @nytimes [link]\"</td><td>N/A</td></tr><tr><td>Food Lovers Fat Loss System Review : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Watchdog backs DfT climate change advert|A clever television advert claiming car pollution is the worst .. [link]</td><td>N/A</td><td>0.7918</td></tr><tr><td>global warming play decide; info & discussion game|This is a structured discussion in three stages on global .. [link]</td><td>N/A</td><td>0.8237</td></tr><tr><td>[link]</td><td>N/A</td><td>1</td></tr><tr><td>The Tension Set Wedding Rings Can Be Found Styles to Fit Every ...: ... Climate Change, clinical trials collagen, ... [link]</td><td>N/A</td><td>1</td></tr><tr><td>State climate change regulations face opposition ��_ New Mexico ...: Turner argued that the issue should be addresse... [link]</td><td>N/A</td><td>0.8175</td></tr><tr><td>The Advantages Of Using An Elliptical Cross Trainer Before You Go ...: ... Climate Change, clinical trials collage... [link]</td><td>N/A</td><td>1</td></tr><tr><td>M-Edge Touring Kindle Sleeve , Yellow | Global Warming Advices [link]</td><td>N/A</td><td>0.674</td></tr><tr><td>The Advantages of Owning a Commercial-Grade Treadmill : A ...: ... Climate Change, clinical trials collagen, clini... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Selecting The Proper Music For The Perfect Valentine's Day : A ...: ... Climate Change, clinical trials collagen, ... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Key Lessons for Married women looking for Married : A Screaming ��_O��_: ... Climate Change, clinical trials collagen,... [link]</td><td>N/A</td><td>0.7994</td></tr><tr><td>Can a Book on Geoengineering Change the Climate Conversation? [link]</td><td>N/A</td><td>0.8231</td></tr><tr><td>Can a Book on Geoengineering Change the Climate Conversation? [link]</td><td>N/A</td><td>0.797</td></tr><tr><td>How People Are Often finding themselves Waiting In A Long Line To ...: ... Climate Change, clinical trials collage... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Basic Rules To Think About When Beginning A Advertising Campaign ...: ... Climate Change, clinical trials collagen... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Drilling and Climate Change [link]</td><td>N/A</td><td>1</td></tr><tr><td>Can a Book on Geoengineering Change the Climate Conversation? [link]</td><td>N/A</td><td>0.5678</td></tr><tr><td>Can a Book on Geoengineering Change the Climate Conversation? [link]</td><td>N/A</td><td>1</td></tr><tr><td>Gather Info on How to Whiten Teeth : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip... [link]</td><td>N/A</td><td>1</td></tr><tr><td>How To Get Your Ex Back : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, cloth... [link]</td><td>N/A</td><td>0.8085</td></tr><tr><td>Ask the ministers: climate change and energy election debate | Politics | guar.. [link]</td><td>N/A</td><td>1</td></tr><tr><td>USA: Climate Change Policy Update - April 12, 2010  [link]</td><td>N/A</td><td>0.8215</td></tr><tr><td>Questions on Climate Change? Stormfront Has an Answer [link]</td><td>N/A</td><td>1</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>N/A</td><td>0.8008</td></tr><tr><td>USA: Climate Change Policy Update - April 12, 2010  [link]</td><td>N/A</td><td>0.7874</td></tr><tr><td>RT @cosmicjester: Best propaganda poster ever. [link]</td><td>N/A</td><td>1</td></tr><tr><td>#update garp_erp: Energy News: Energy headlines: Police quiz climate change sceptics ��_ FT BP to press on with [link]</td><td>N/A</td><td>0.5787</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>N/A</td><td>1</td></tr><tr><td>USA: SEC Issues Guidance on Climate Change Disclosures [link]</td><td>N/A</td><td>0.7963</td></tr><tr><td>UN agrees to host two more rounds of climate change talks before summit in Mexico [link]</td><td>N/A</td><td>1</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>N/A</td><td>1</td></tr><tr><td>Issue 2 of WIREs Climate Change now available FREE online! [link]</td><td>N/A</td><td>1</td></tr><tr><td>Crunch time for climate change bill - The Hill's E2-Wire [link]</td><td>N/A</td><td>0.8085</td></tr><tr><td>Senators prepare compromise climate change bill - Yahoo! News [link]</td><td>N/A</td><td>0.8087</td></tr><tr><td>-- Press Releases April 2010 - Climate change negotiators agree on intensified .. [link]</td><td>N/A</td><td>0.7667</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>N/A</td><td>1</td></tr><tr><td>@SooperMexican Global warming. Clearly.</td><td>Yes</td><td>0.7898</td></tr><tr><td>@sensible Tornados, Global warming, hurricanes.</td><td>N/A</td><td>0.803</td></tr><tr><td>Is climate change a moral issue? What would God say? - Green House - USATODAY.com [link]</td><td>N/A</td><td>0.8108</td></tr><tr><td>Aid News - Copenhagen brought change of climate in Sino-India ties: Ramesh [link]</td><td>N/A</td><td>0.7844</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>N/A</td><td>1</td></tr><tr><td>NPR's Science Friday and Global Warming: [link]</td><td>N/A</td><td>0.7936</td></tr><tr><td>Visualizations | Climate Change [link]</td><td>N/A</td><td>1</td></tr><tr><td>@jiminhofe to Address Global Warming Skeptics at 4th ICCC. [link] #agw #tcot #tlot #climate</td><td>N/A</td><td>0.4027</td></tr><tr><td>GREEN: Climate Change Wyss Fellow - Sierra Nevada Alliance:  [link]</td><td>N/A</td><td>1</td></tr><tr><td>GREEN: Climate Change Wyss Fellow:  [link]</td><td>N/A</td><td>0.6034</td></tr><tr><td>Ezra Klein - Sen. Lindsey Graham: 'I care equally about immigration and climate change': [link]</td><td>Yes</td><td>0.5865</td></tr><tr><td>RT @PDofRSD: Climate scientist sues newspaper for 'poisoning' global warming debate | Environment | guardian.co.uk [link]</td><td>N/A</td><td>0.8259</td></tr><tr><td>PostPartisan - Harry Reid's hapless play on immigration and climate change: [link]</td><td>N/A</td><td>0.8282</td></tr><tr><td>garp_erp: Energy News: Energy headlines: Police quiz climate change sceptics - FT BP to press on with Canada o... [link]</td><td>N/A</td><td>1</td></tr><tr><td>I never smile, because when I do the sun comes out. 2 combat global warming, I often refrain from having fun. My smile can brighten the day.</td><td>N/A</td><td>0.597</td></tr><tr><td>Ways The Difficult Economy has Helped people Focus on Family and ...: ... Climate Change, clinical trials collagen... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climate Change Bill In Limbo Following White House Push For Immigration Reform: The bill is not dead but it��_s in E... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Get Your Dunkin: Workout plan, Tenther, The Simpsons, Macbeth, Wine country Climate Change, Census 2010 [link]</td><td>N/A</td><td>0.6058</td></tr><tr><td>.@PollySigh1 & it has made Frank Luntz talking points on climate change impotent as now the focus is on immigration reform! great job!</td><td>N/A</td><td>0.7853</td></tr><tr><td>Lindsey is out.  Only GOP Sponsor Jumps Ship From Obama's Climate Change Bill [link]</td><td>N/A</td><td>0.7719</td></tr><tr><td>Veteran #climate activist asks for name change for Earth [link]</td><td>N/A</td><td>0.627</td></tr><tr><td>Trigger Numbers Online Roulette Scam : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, cl... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climate scientist sues newspaper for ��_poisoning��_ global warming debate [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climate scientist sues newspaper for ��_poisoning��_ global warming debate [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climate scientist sues newspaper for ��_poisoning��_ global warming debate [link]</td><td>N/A</td><td>0.8133</td></tr><tr><td>POLITICO: Graham's own private climate change - Glenn Thrush - Graham's own private #climatechange: [link]</td><td>N/A</td><td>1</td></tr><tr><td>Democratic leader moves immigration bill ahead of climate change as a Senate priority: WASHINGTON (AP) ��_ Senate Ma... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Keeping A Migraine At Bay : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, clo... [link]</td><td>N/A</td><td>0.8163</td></tr><tr><td>RT @GClugo: RT @guardianscience Climate scientist sues newspaper for 'poisoning' global warming debate [link]</td><td>N/A</td><td>0.8282</td></tr><tr><td>RT @guardianeco #Climate scientist sues newspaper for 'poisoning' global warming debate [link]</td><td>N/A</td><td>0.7906</td></tr><tr><td>In a half hour, Carol Browner, Assistant to the President for Energy & Climate Change, will answer questions live: [link]</td><td>N/A</td><td>0.4091</td></tr><tr><td>Earth Day Live Chat with Carol Browner, Director of the Office of Energy and Climate Change Policy for the Obama Admin  [link]</td><td>N/A</td><td>0.7894</td></tr><tr><td>Can you hedge against climate change? Read this [link]</td><td>N/A</td><td>0.5833</td></tr><tr><td>\"how did i wind up on lists called \"\"global-warming-frauds</td><td>\"\"douchebags-nuff-said</td><td>\"\" and \"\"dilusional [sic] -ho-s-that-hate\"\"?\"</td></tr><tr><td>Global Warming Fact or Myth? (Daily Green) [link]</td><td>N/A</td><td>1</td></tr><tr><td>Kerry releases #climate change law this week. How does it affect the sector? find out by reading The Week In Green Energy [link]</td><td>N/A</td><td>0.7956</td></tr><tr><td>\"Klein: \"\"A '50-50' chance that the Senate passes a climate change bill this year?\"\" [link]\"</td><td>N/A</td><td>1</td></tr><tr><td>@andychrism Here's a link to the volcano &lt;--&gt; global warming story [link]</td><td>Yes</td><td>0.507</td></tr><tr><td>@andychrism Yes. I have heard at least one person make the connection between the volcano and global warming.</td><td>N/A</td><td>0.7775</td></tr><tr><td>\"@brysown1 I think it will be \"\"The Man that controls global warming is racist\"\".\"</td><td>N/A</td><td>1</td></tr><tr><td>What I Leaned This Week: Global warming, famine, nuclear annihilation - no threat to humanity is more dangerous than the Double Down.</td><td>Yes</td><td>0.4873</td></tr><tr><td>Calif. Trucking Assn. joins fight to suspend state's climate-change law. (E&ENewsPM) #climatechange</td><td>N/A</td><td>0.8205</td></tr><tr><td>@owillis Birthers. Global warming deniers. Young-earth Creationists. And Neil Armstrong complains about Obama��_s NASA budget.</td><td>Yes</td><td>0.4046</td></tr><tr><td>RT @redostoneage: NASAs changing Facts; Guess they thought you wouldnt notice #global warming #climate change #eco [link]</td><td>N/A</td><td>0.6418</td></tr><tr><td>Hill @E2Wire:Crunch time for climate change bill - [link]</td><td>N/A</td><td>0.6017</td></tr><tr><td>Will Supreme Court nomination bump climate change debate into next year? [link]</td><td>N/A</td><td>0.8042</td></tr><tr><td>RT @latimesgreen: A religious take on climate change [link]</td><td>N/A</td><td>1</td></tr><tr><td>Great Tom Toles #climate change cartoon: [link]</td><td>N/A</td><td>1</td></tr><tr><td>A religious take on climate change [link]</td><td>N/A</td><td>0.8239</td></tr><tr><td>One Hot Topic: K-12 Web Sites About Global Warming: By Gail Junion-Metz -- School Library Journal, 5/1/2010 This s... [link]</td><td>N/A</td><td>0.798</td></tr><tr><td>A religious spin on climate change.[link]</td><td>N/A</td><td>0.8061</td></tr><tr><td>Los Angeles: A religious spin on climate change [link]</td><td>N/A</td><td>0.8239</td></tr><tr><td>RT @ZachBehrens RT @KQED_CapNotes Initiative campaign to suspend global warming law AB32 reports $973K raised... $500k from oil comp Valero</td><td>N/A</td><td>1</td></tr><tr><td>Panel Debates Business Cost Of Calif. Global Warming Law|SAN DIEGO ? Panelists debated the economic merits of .. [link]</td><td>N/A</td><td>0.6703</td></tr><tr><td>@madlyv really, wtf?!  global warming?  : )</td><td>N/A</td><td>0.8059</td></tr><tr><td>Does Northrop Bob Grumman McDonnell Believe in Global Warming?: By David Swanson (about the author) Page 1 of 1 pa... [link]</td><td>N/A</td><td>1</td></tr><tr><td>SAARC plans expert group on climate change [link]</td><td>N/A</td><td>0.6073</td></tr><tr><td>Libertarians may debate the merits of global warming, but not the worthiness of an emissions market. [link]</td><td>N/A</td><td>0.7917</td></tr><tr><td>Hide the Decline' Global Warming Video Creator Says Mann Backlash Effort to ...: If you try to sweep your problem... [link]</td><td>N/A</td><td>0.6162</td></tr><tr><td>Some Advices On How To Avoid Your Partner Getting Involved In ...: ... Climate Change, clinical trials collagen, c... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Industry Insiders: Michaelangelo L'Acqua, Global Warming: When Michaelangelo L'Acqua first entered the high stakes... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Saving the Hollywood sign; ballot initiatives; Iceland��_s volcano and global warming [link]</td><td>N/A</td><td>0.7847</td></tr><tr><td>Saving the Hollywood sign; ballot initiatives; Iceland��_s volcano and global warming [link]</td><td>N/A</td><td>0.8053</td></tr><tr><td>Saving the Hollywood sign; ballot initiatives; Iceland��_s volcano and global warming [link]</td><td>N/A</td><td>1</td></tr><tr><td>Letter: Global warming in God's hands ��_ Knoxville News Sentinel  [link]</td><td>N/A</td><td>0.6034</td></tr><tr><td>Long-term fortune favours the brave on climate change [link]</td><td>Yes</td><td>0.5846</td></tr><tr><td>Dedication And Persistence Necessary For Homegrown Hydroponics : A ...: ... Climate Change, clinical trials collag... [link]</td><td>N/A</td><td>1</td></tr><tr><td>news break story  -  Reid set to move on climate change bill ahead of immigration [link]</td><td>N/A</td><td>1</td></tr><tr><td>Global warming retreat ��_ except for California's government: The state air board in its wisdom continues to advanc... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Only 12% of Americans Are Very Worried About Global Warming. E.P.A. Makes Its Case on Climate Change - [link]</td><td>N/A</td><td>0.79</td></tr><tr><td>Immigration reform and climate change: A tale of two issues in the Senate [link]</td><td>N/A</td><td>1</td></tr><tr><td>Environmental Groups Praise BASIC Meeting on Climate Change: Environmental groups are giving qualified praise to a... [link]</td><td>N/A</td><td>0.8052</td></tr><tr><td>Environmental Groups Praise BASIC Meeting on Climate Change: Environmental groups are giving qualified praise to a... [link]</td><td>Yes</td><td>0.6177</td></tr><tr><td>(UIY) Kerry: Action on climate bill remains likely (AP): AP - The Democratic sponsor of climate change legisl... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Immigration reform and climate change: A tale of two issues in the Senate [link]</td><td>N/A</td><td>1</td></tr><tr><td>GLOBAL WARMING: Is James Cameron a Genocidal Maniac?: by John Nolte Either James Cameron is a genocidal maniac or ... [link]</td><td>N/A</td><td>0.7777</td></tr><tr><td>Brooke Shields annoyed with 'global warming doesn't exist' reports [link]</td><td>N/A</td><td>0.597</td></tr><tr><td>Q: Should we focus our energy on climate change before immigration? (via @ztf) #GOODasks</td><td>Yes</td><td>0.782</td></tr><tr><td>A Tale of 2 Issues: Why immigration reform is getting more traction than climate change in Senate [link]</td><td>N/A</td><td>0.8534</td></tr><tr><td>RT @GOODfeed: Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>N/A</td><td>1</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>N/A</td><td>1</td></tr><tr><td>Climbing Out Of The Dark: Social Justice Replaces Global Warming!: Climate change hanging on by it's fingernails. ... [link]</td><td>N/A</td><td>0.6042</td></tr><tr><td>I'd like to know who gives a rat's ass if immigration comes before climate change. DO YOUR JOBS regardless of ORDER. #childrenactbetter</td><td>N/A</td><td>0.5832</td></tr><tr><td>Brooke Shields Upset With Reports That Global Warming Doesn't Exist [link]</td><td>N/A</td><td>0.5889</td></tr><tr><td>That Actual Provide Utilizing Automatic Global trade Swapping : A ...: ... Climate Change, clinical trials collage... [link]</td><td>N/A</td><td>0.8116</td></tr><tr><td>Brooke Shields Upset With Reports that Global Warming Doesn't Exist: FOXNews By Hollie McKay The subject of global... [link]</td><td>N/A</td><td>0.5872</td></tr><tr><td>Environmental Economics: Note to Environmentalists Part II: The climate change bill that was supposed to be unveil... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Environmental Economics: Note to Environmentalists Part II: The climate change bill that was supposed to be unveil... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Only a Third of Americans Believe Global Warming is Human-Caused: By Bob Ellis on April 26th, 2010 Good news! What... [link]</td><td>N/A</td><td>0.4283</td></tr><tr><td>Podcast. Climate Change, Immigration Reform and California [link]</td><td>N/A</td><td>1</td></tr><tr><td>Geoff Jenkins, chairman of the United Nations Intergovernmental Panel on Climate Change [link]</td><td>N/A</td><td>1</td></tr><tr><td>Retuning Of Love : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, clothes, clo... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Fox News Watch Cites Media Research Center Study on Global Warming Coverage [link]</td><td>N/A</td><td>1</td></tr><tr><td>Fox News Watch Cites Media Research Center Study on Global Warming Coverage: By Kyle Drennen (Bio | Archive) On Sa... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Graham's exit puts climate change bill in limbo (@cnn) [link]</td><td>N/A</td><td>0.5727</td></tr><tr><td>Soccer fever hits Namibia on global warming - by Carlos Kambaekwa: New Era OMUTHIYA - The chairman of the NFA Oshi... [link]</td><td>N/A</td><td>0.8025</td></tr><tr><td>via @cnnbrk cnnbrk: Graham's exit from talks puts climate change bill in limbo [link]</td><td>N/A</td><td>1</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unvei... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unveile... [link]</td><td>N/A</td><td>0.8009</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo [link]</td><td>N/A</td><td>1</td></tr><tr><td>ADVENTURES IN EPISTEMIC OPENING: Mark Levin vs Jim Manzi on Global Warming: The fancy phrase ��_epistemic closure��_ m... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Senate dispute puts climate legislation on hold|Associated Press WASHINGTON ? Long-awaited climate change .. [link]</td><td>N/A</td><td>0.8199</td></tr><tr><td>Global warming: The Oxburgh Inquiry was an offer he couldn't refuse.: When Lord Oxburgh was requested to chair the... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Gawker: Logic Report: Lindsey Graham's Climate Change Bill Flip-Flop [Polidicks]: ��_ [link]</td><td>N/A</td><td>1</td></tr><tr><td>A Simple Guide To Head Shaving : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art... [link]</td><td>N/A</td><td>1</td></tr><tr><td>(UIY) Climate bill placed on hold over Senate dispute (AP): AP - Long-awaited climate change legislation was ... [link]</td><td>N/A</td><td>0.7859</td></tr><tr><td>(UIY) Climate bill placed on hold over Senate dispute (AP): AP - Long-awaited climate change legislation was ... [link]</td><td>N/A</td><td>0.819</td></tr><tr><td>Climate Bill Placed on Hold Over Senate Dispute|WASHINGTON -- Long-awaited climate change legislation was put on .. [link]</td><td>N/A</td><td>0.5961</td></tr><tr><td>Americans Dont Give A **** About Global Warming, Survey Says: Retail investors from cities other than in the US fe... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Will Indigenous People Be Included in UN Climate Change Policies? [link]</td><td>N/A</td><td>0.6017</td></tr><tr><td>via @cnnbrk cnnbrk: Sen. Graham's move imperils Dems' push for immigration, climate change bills. [link]</td><td>N/A</td><td>0.865</td></tr><tr><td>THR: Climate bill gives polluter and nuclear breaks - WASHINGTON (Reuters) - The U.S. climate change bill expected ... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Global Warming: The New Ombudsman? | Eurasia Review: By Sonali Huria for IPCS Global warming has purportedly put t... [link]</td><td>N/A</td><td>0.7554</td></tr><tr><td>@WordtotheBrides Just read your blog! And 1) Awesome 2) Who holds a climate change conference in Cancun?</td><td>N/A</td><td>1</td></tr><tr><td>Brochure on Global Warming 1992: Brochure on Global Warming 1992 added by: neham 0 comments [link]</td><td>N/A</td><td>0.7967</td></tr><tr><td>Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of conscious actions t... [link]</td><td>N/A</td><td>0.5704</td></tr><tr><td>THR: Climate bill gives polluter and nuclear breaks - WASHINGTON (Reuters) - The U.S. climate change bill expected ... [link]</td><td>N/A</td><td>1</td></tr><tr><td>Fat Loss Program : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, clothes, clo... [link]</td><td>N/A</td><td>1</td></tr><tr><td>\"In climate data, that \"\"suggests\"\" global warming</td><td> and then the assumption that it is our doing. [link]\"</td><td>N/A</td></tr><tr><td>WASHINGTON - The term Green Movement was not yet in vogue, and there was little talk of combating global warming. [link]</td><td>Yes</td><td>0.6185</td></tr><tr><td>TFF 2010: Jessica Alba, Brian Hill Talk 'Climate of Change' [link]</td><td>N/A</td><td>0.8033</td></tr><tr><td>\"Natives gather in Bolivia to criticize \"\"Copenhagen club.\"\" [link]\"</td><td>N/A</td><td>0.8459</td></tr><tr><td>Money | The Graham-Kerry-Lieberman global warming bill faces a hostile climate ...: World Magazine AP/Photo by Har... [link]</td><td>N/A</td><td>0.6254</td></tr><tr><td>WASHINGTON - There was no green movement yet and little talk of global warming. [link]</td><td>N/A</td><td>0.6004</td></tr><tr><td>Check this video out -- George Carlin on Global Warming [link]</td><td>N/A</td><td>0.7994</td></tr><tr><td>RealClearPolitics - Global Warming Panic Attack: With the Senate about to begin a long-awaited debate over energy ... [link]</td><td>N/A</td><td>1</td></tr><tr><td>RT @Earth_News: Guardian: Climate scientist sues newspaper for 'poisoning' global warming debate [link]</td><td>N/A</td><td>0.5054</td></tr><tr><td>Live #ChapmanU Climate Conference:  Exciting! Climate debate coming up at 4:30.  Causes pf climate change?   [link]</td><td>N/A</td><td>0.511</td></tr><tr><td>Looks like some ppl just gave some more $fuel$ to slow down the California global warming law #AB32. [link]</td><td>N/A</td><td>0.6147</td></tr><tr><td>In November of 2008, I really wouldn't have predicted that immigration reform might move before climate-change legislation. /via @ezraklein</td><td>N/A</td><td>0.63</td></tr><tr><td>Global warming probability poll update: OCRegister (blog) And my favorite: 39 times as many people believe our bel... [link]</td><td>N/A</td><td>1</td></tr><tr><td>RT @LAist: Photos: Protesters Take on Valero Over Initiative that Would Change California's Landmark Climate Bill: [link]</td><td>N/A</td><td>0.7967</td></tr><tr><td>LAist| Protesters Take on Valero Over Initiative that Would Change California's Landmark Climate Bill: ��_��_��_��_��_��_��_For ... [link]</td><td>N/A</td><td>0.6</td></tr><tr><td>Co-host Meredith Vieira talking about global warming on NBC��_s Today , January 8, 2007. [link]</td><td>N/A</td><td>0.7819</td></tr><tr><td>[CAMPAIGN] ASA dismisses complaints against DfT climate change ad: LONDON - The Advertising Standards Authority (A... [link]</td><td>N/A</td><td>1</td></tr><tr><td>RT @globetrottgirl I'm doing my part in contributing to both global warming and depletion of the ozone layer. I'm hot and sometimes, I fart.</td><td>N/A</td><td>0.5839</td></tr></tbody></table></div>"]}}],"execution_count":6},{"cell_type":"markdown","source":["## Confirm encoding of data\n\nLet's make sure that our data were encoded correctly, we can do this by printing out the schema."],"metadata":{}},{"cell_type":"code","source":["gwDF.printSchema()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">root\n-- tweet: string (nullable = true)\n-- existence: string (nullable = true)\n-- existence.confidence: string (nullable = true)\n\n</div>"]}}],"execution_count":8},{"cell_type":"markdown","source":["What do you think?\n\nIt looks like the last two columns should be encoded differently. The `existence` column might be better encoded as `integer`, and the `existence.confidence` column should be encoded as `double`.  We should also change the column name of that last column, otherwise we will run into issue later on, because the [dot notation](https://en.wikipedia.org/wiki/Dot_notation) in [object-oriented programming languages](https://en.wikipedia.org/wiki/Object-oriented_programming) - such as Python.\n\nWe can achieve these goals, by explicitly providing the schema for the data when reading the CSV file."],"metadata":{}},{"cell_type":"markdown","source":["### Hands-on lab\n\nDefine the schema for the data, and read it in again. \n\nA good start to defining the schema is to look at the raw schema of the DataFrame."],"metadata":{}},{"cell_type":"code","source":["gwDF.schema"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">StructType(List(StructField(tweet,StringType,true),StructField(existence,StringType,true),StructField(existence.confidence,StringType,true)))\n</div>"]}}],"execution_count":11},{"cell_type":"markdown","source":["This tells us that spark guessed the following schema definition.\n\n~~~~\nfrom pyspark.sql.types import *\n\nschema = StructType([\n  StructField(\"tweet\", StringType()), \n  StructField(\"existence\", StringType()), \n  StructField(\"existence.confidence\", StringType())])\n~~~~\n\nRename the third column to `confidence` and change the type to Double."],"metadata":{}},{"cell_type":"code","source":["from pyspark.sql.types import *\n\n# put your solution here"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":13},{"cell_type":"code","source":["# maximize this cell to see the solution\n\nfrom pyspark.sql.types import *\n\nschema = StructType([\n  StructField(\"tweet\", StringType()), \n  StructField(\"existence\", StringType()), \n  StructField(\"confidence\", DoubleType())])"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":14},{"cell_type":"markdown","source":["Encoding the \"Yes\" and \"No\" responses as `Integer` can be done by first casting the column to `boolean` and then to `integer`."],"metadata":{}},{"cell_type":"code","source":["gwDF = spark.read.schema(schema).csv(\"/mnt/data/1377884570_tweet_global_warming.csv\", header=True, inferSchema=False)\n\ncol_name = 'existence'\ngwDF = gwDF.withColumn(col_name,gwDF[col_name].cast(\"boolean\").cast(\"integer\")).drop(gwDF[col_name])"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":16},{"cell_type":"markdown","source":["Let's confirm that the columns are now encoded correctly."],"metadata":{}},{"cell_type":"code","source":["gwDF.printSchema()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">root\n-- tweet: string (nullable = true)\n-- existence: integer (nullable = true)\n-- confidence: double (nullable = true)\n\n</div>"]}}],"execution_count":18},{"cell_type":"code","source":["display(gwDF)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>tweet</th><th>existence</th><th>confidence</th></tr></thead><tbody><tr><td>Global warming report urges governments to act|BRUSSELS, Belgium (AP) - The world faces increased hunger and .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fighting poverty and global warming in Africa [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>0.8786</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>1</td><td>0.8087</td></tr><tr><td>RT @sejorg: RT @JaymiHeimbuch: Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Migratory Birds' New Climate Change Strategy: Stay Home [link]</td><td>1</td><td>1.0</td></tr><tr><td>Southern Africa: Competing for Limpopo Water: Climate change will bring higher temperatures to Southe... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>0.9073</td></tr><tr><td>Blog|A preliminary analysis suggests that natural gas could contribute far more to global warming than previously .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ecotone: #Climate change from a #population perspective [link]</td><td>1</td><td>0.5488</td></tr><tr><td>Climate change blamed as coastal whale migration dwindles ��_ Ventura County.. [link]</td><td>1</td><td>0.8823</td></tr><tr><td>Spring storm season starting a little late this year???  Must be global warming!</td><td>null</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness.  CNSNews.com -  [link]</td><td>1</td><td>0.75</td></tr><tr><td>For #EarthDay Global warming could affect patient symptoms [link]</td><td>1</td><td>1.0</td></tr><tr><td>Wait here's an idea: it's natural climate change, not human induced global warming. [link]</td><td>0</td><td>0.6648</td></tr><tr><td>EPA issues report on U.S. climate change indicators - warming is having measurable effect across ecosystems [link]</td><td>1</td><td>1.0</td></tr><tr><td>QUT researchers track climate change [link]</td><td>1</td><td>0.5194</td></tr><tr><td>Global Warming: Ocean chemistry is changing faster than it has in 800,000 years: And that's because of the carbon ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Topography of Mountains Could Complicate Rates of Global Warming: ScienceDaily (Apr. 25, 2010) ��_ A new study concl... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Soaring mercury; Blame it on global warming|Agartala, Apr 14 : Environmentalists have attributed the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>@GregMitch has there been any reporting on if the increase in sediment in upper atmospher could reduce global warming effect by reducing sun</td><td>1</td><td>0.8771</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Effects of Global Warming Stats: Back with more news for you today. It's ama... [link]</td><td>1</td><td>0.8887</td></tr><tr><td>It's global climate change-not warming. #ac Read: www.associatedcontent.com/article/2872954/global_climate_change_not_global_warming.html</td><td>1</td><td>0.5247</td></tr><tr><td>A preliminary analysis suggests that natural gas could contribute far more to global warming than previously thought. [link]</td><td>1</td><td>1.0</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>1</td><td>0.7749</td></tr><tr><td>Eaarth: global warming is here to stay, how will we deal with it? [link]</td><td>1</td><td>1.0</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>@New_federalists  i have it on good auth tht global warming also causes toe fungus.  We R all fortunate tht thr IS no global warming! #tcot</td><td>0</td><td>0.8197</td></tr><tr><td>Illegal war and the myth of global warming|My main campaign platform for this election will be the illegal .. [link]</td><td>0</td><td>0.9183</td></tr><tr><td>the scientific community was scamed by global green  gov warming scam.</td><td>0</td><td>0.9336</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>40 degrees in NYC. please urinate on next liberal global warming /climate change scum you see.</td><td>0</td><td>1.0</td></tr><tr><td>\"RT @virgiltexas: Hey Al Gore: see these tornadoes racing across Mississippi? So much for global \"\"warming\"\" #tornadocot #ocra #sgp #gop #ucot #tlot #p2 #tycot\"</td><td>0</td><td>1.0</td></tr><tr><td>#justinbiebersucks and global warming is a farce</td><td>0</td><td>1.0</td></tr><tr><td>One Stop Book Stop Confirmed! Global warming is 'settled' ��_ as a scam: WND.com Sussman's book, the ... [link]</td><td>0</td><td>0.9174</td></tr><tr><td>Rationalists' who believe aliens exist & global warming=caused by humans, might as well believe in Jesus miracles,angels &fairies #tcot #p2</td><td>0</td><td>1.0</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>Proof there's no climate change. RT @jazgar 75-ft killer tsunami created in a Peruvian LAKE when a glacier fractures & falls Into the lake!</td><td>0</td><td>0.8185</td></tr><tr><td>@OTOOLEFAN REAL science. Not Algore's climate change 'science' hacks with their man-made global warming hoax. Gore=Palin</td><td>0</td><td>0.8892</td></tr><tr><td>30000 Anti-Global Warming Scientists Can't Be Wrong | Stranger ...: Nature Magazine, the academic journal that int... [link]</td><td>0</td><td>0.8427</td></tr><tr><td>Global Warming Baloney: According to the experts at NASA, the difference between weather and climate is a measure ... [link]</td><td>0</td><td>0.9368</td></tr><tr><td>computer forensics experts: are there still any idiots out there that belive global warming is true? [link]</td><td>0</td><td>0.9318</td></tr><tr><td>Liberal Looney Toons: Global Warming Alarmist Comes Home With Artic Frost Bite: Gather.com they wont learn huh? lo... [link]</td><td>0</td><td>1.0</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>Global warming you tube explanation you will enjoy #IPCC #teaparty [link]</td><td>null</td><td>0.8485</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>1</td><td>0.7774</td></tr><tr><td>Memo On The White House Correspondents Dinner: If You Want To Be Green, Report On Climate Change: I'd never be on... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Views on Global Warming Vary in Three Countries|(Angus Reid Global Monitor) - People in three countries hold .. [link]</td><td>null</td><td>1.0</td></tr><tr><td>SCENARIOS-Challenges to California climate change law: Source: Reuters By Peter Henderson SAN FRANCISCO, April 26 ... [link]</td><td>null</td><td>0.9309</td></tr><tr><td>The Climate of Lindsay Graham's Support for Climate Change Legislation Has Changed: Today Lindsey Graham,... [link]</td><td>null</td><td>0.9319</td></tr><tr><td>Arizona's immigration law, climate change legislation stalling--Which issue should Congress focus on now? Poll: [link]</td><td>null</td><td>0.9132</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unveile... [link]</td><td>null</td><td>0.8845</td></tr><tr><td>US Climate change bill stalls in Senate [link]</td><td>null</td><td>0.8442</td></tr><tr><td>Peoples World: GRAND RAPIDS, Mich. - Opponents of climate change legislation typically argue that regulating globa... [link]</td><td>1</td><td>0.6812</td></tr><tr><td>cnnbrk: Sen. Graham's move imperils Dems' push for immigration, climate change bills. [link]</td><td>null</td><td>0.8253</td></tr><tr><td>Cafe Scientifique presents global warming talk, film|The April Cafe Scientifique presentation will be on the .. [link]</td><td>null</td><td>0.8264</td></tr><tr><td>Check this video out -- The Business of Climate Change Conference 2009 [link]</td><td>1</td><td>1.0</td></tr><tr><td>Brilliant Tips For Valentine's Day : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip... [link]</td><td>null</td><td>1.0</td></tr><tr><td>USA: Climate Change Policy Update - April 12, 2010  [link]</td><td>null</td><td>0.9431</td></tr><tr><td>-- Press Releases April 2010 - Climate change negotiators agree on intensified .. [link]</td><td>null</td><td>0.8557</td></tr><tr><td>@SooperMexican Global warming. Clearly.</td><td>1</td><td>0.6061</td></tr><tr><td>PostPartisan - Harry Reid's hapless play on immigration and climate change: [link]</td><td>null</td><td>1.0</td></tr><tr><td>Foes of California's global warming law pour money into a campaign to delay it [link]</td><td>null</td><td>0.5198</td></tr><tr><td>Earth Day Live Chat with Carol Browner, Director of the Office of Energy and Climate Change Policy for the Obama Admin  [link]</td><td>null</td><td>0.8899</td></tr><tr><td>\"Klein: \"\"A '50-50' chance that the Senate passes a climate change bill this year?\"\" [link]\"</td><td>null</td><td>1.0</td></tr><tr><td>@andychrism Yes. I have heard at least one person make the connection between the volcano and global warming.</td><td>1</td><td>0.5978</td></tr><tr><td>RT @redostoneage: NASAs changing Facts; Guess they thought you wouldnt notice #global warming #climate change #eco [link]</td><td>null</td><td>0.3467</td></tr><tr><td>A religious spin on climate change.[link]</td><td>null</td><td>0.9514</td></tr><tr><td>Environmental Groups Praise BASIC Meeting on Climate Change: Environmental groups are giving qualified praise to a... [link]</td><td>1</td><td>0.7971</td></tr><tr><td>Only a Third of Americans Believe Global Warming is Human-Caused: By Bob Ellis on April 26th, 2010 Good news! What... [link]</td><td>null</td><td>0.7308</td></tr><tr><td>Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of conscious actions t... [link]</td><td>null</td><td>0.6439</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>Global Warming : Fiction or fact?: Deniers claim either that there is no global warming, or that it is not due to ... [link]</td><td>null</td><td>0.8266</td></tr><tr><td>RT @TheBCast: The B-Cast Interview: Minnesotans for Global Warming' Fight YouTube Takedowns [link]</td><td>null</td><td>0.8191</td></tr><tr><td>Opponents ramp up effort to delay Calif. global warming law [link]</td><td>null</td><td>0.6852</td></tr><tr><td>How many are aware of the World People's Conference On Climate Change and Earth Rights in Bolivia #EarthWeek #Indigenous #1stNations</td><td>null</td><td>0.8017</td></tr><tr><td>Sorry I won't be able to accept the invitation to be a panelist at Bolivia Climate Change Talks [link]</td><td>null</td><td>0.911</td></tr><tr><td>RT @GClugo: RT @guardianscience Climate scientist sues newspaper for 'poisoning' global warming debate [link]</td><td>null</td><td>0.9019</td></tr><tr><td>RT @ sharifkouddous Indigenous groups from across Bolivia arriving at World People's conference on climate change [link]</td><td>null</td><td>0.7452</td></tr><tr><td>Recycling Water; Meat and Global Warming; Peanuts; Rare Grapes ... [link]</td><td>1</td><td>0.7774</td></tr><tr><td>Great article  [link]</td><td>null</td><td>1.0</td></tr><tr><td>Cuccinelli files motion to force EPA to reopen global warming finding: Virginia Attorney General Ken Cuccinelli ha... [link]</td><td>null</td><td>0.7723</td></tr><tr><td>\"Don Blankenship: Mine Safety Regulators \"\"As Silly as Global Warming\"\" [link]\"</td><td>0</td><td>1.0</td></tr><tr><td>Bring Back The Hair That You Once Had With Nanogen's Nanofibers ...: ... Climate Change, clinical trials collagen,... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Street-corner Global-warming Counsel: Urgh, certain elements of this item in Sunday's Washington Post, ��_Five Myths... [link]</td><td>1</td><td>0.567</td></tr><tr><td>A religious take on climate change [link]</td><td>null</td><td>1.0</td></tr><tr><td>Are you ready for the climate change? PLI is with Environmental Regulation & Commercial Implications 2010: How the... [link]</td><td>1</td><td>0.5971</td></tr><tr><td>LIVE TONIGHT: Fellow Heather Rogers joins Climate Change Expert James Hansen to discuss REAL solutions to Climate... [link]</td><td>1</td><td>0.8221</td></tr><tr><td>Plan B: California Braces for Climate Change. [link]</td><td>1</td><td>0.5121</td></tr><tr><td>Plants effective way of tackling global warming|Washington, Apr 30 : Plant leaves account for less than one per .. [link]</td><td>1</td><td>0.7967</td></tr><tr><td>@angiemartinez & it's about 2 be 86 degrees out here in NYC, shiiiiiitttt, fuck glodman/sachs, Obama better get a plan 4 this global warming</td><td>1</td><td>0.6122</td></tr><tr><td>Plants effective way of tackling global warming|Washington, Apr 30 : Plant leaves account for less than one per .. [link]</td><td>1</td><td>0.7925</td></tr><tr><td>Climate change & sustainability will be a key driver of future economic development. Listen at [link]</td><td>1</td><td>0.7874</td></tr><tr><td>Frederic Hague at #PEN: climate change isn't just a alarm bell. It's a whole blinking discotech</td><td>1</td><td>0.5778</td></tr><tr><td>US Generals say: Climate Change Threatens America's Security: The Pentagon has made it well known that it consider... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Even the generals know climate change is going to screw us. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness [link]</td><td>1</td><td>0.6224</td></tr><tr><td>RT @disturbedwater: Climate change increases heat waves, floods: EPA [link]</td><td>1</td><td>0.8157</td></tr><tr><td>RT @sciencedaily: Plants remain an effective way of tackling global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"So far in that class I have gotten into \"\"heated discussion\"\" with global climate change denier and w/ student that nothing is \"\"their fault.\"\"\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>EPA Confirms Climate IS Changing: In another display of the sea change that has occurred at the US Environmental P... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Must See Places Before They Disappear! : Europe...[PICS]: If Global Warming Predictions prove to be true, the foll... [link]</td><td>1</td><td>0.7853</td></tr><tr><td>RT @quixotecenter: Combating climate change: lessons from the world��_s indigenous peoples [link]</td><td>1</td><td>0.8275</td></tr><tr><td>@chrisdodd: I live in CT. Please support the climate bill and strong action on climate change!</td><td>1</td><td>1.0</td></tr><tr><td>RT @nicnunes: RT @EPSclimate: Indigenous tradition used to fight climate change [link]</td><td>null</td><td>0.5844</td></tr><tr><td>RT @danlatorre: James Hansen/Heather Rogers, Green Gone Wrong: False Hope & Real Solutions to Climate Change - 7pm 4/30 [link]</td><td>1</td><td>0.7949</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.6021</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>null</td><td>0.6135</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.5763</td></tr><tr><td>Climate change melts two glaciers|BILLINGS, Mont. ? Glacier National Park has lost two more of its namesake .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.8243</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.6065</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @danielsaudade: What beautiful fall weather this morning, New York! Thanks climate change! Bleh!</td><td>1</td><td>0.5857</td></tr><tr><td>What beautiful fall weather this morning, New York! Thanks climate change! Bleh!</td><td>1</td><td>0.6105</td></tr><tr><td>Climate Change Threatens Japan's Cherry Blossoms | Environment ...: If you aren't familiar with the culture, Japan... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Wed @sciam podcast: Mountain Vs. Valley Temps Stretch Apart With Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Mountain Vs. Valley Temps Stretch Apart With Climate Change [link]</td><td>1</td><td>0.8166</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.6329</td></tr><tr><td>Global warming report urges governments to act|BRUSSELS, Belgium (AP) - The world faces increased hunger and .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Arctic rain in April 'is sign of global warming'|The Canadian Arctic has been hit by rain in a sign that the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Arctic rain in April 'is sign of global warming'|The Canadian Arctic has been hit by rain in a sign that the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>Microbes Contribute Less to Global Warming|New Haven, Conn. .. [link]</td><td>1</td><td>0.6448</td></tr><tr><td>Microbes Contribute Less to Global Warming|New Haven, Conn. .. [link]</td><td>1</td><td>0.8133</td></tr><tr><td>South Asian nations to fight climate change: Foreign ministers of eight South Asian nations met in this secluded H... [link]</td><td>1</td><td>0.5862</td></tr><tr><td>Climate change increases heat waves, floods|WASHINGTON (Reuters) - Deaths from heat waves, property damage from .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>James Hansen & Heather Rogers - Green Gone Wrong: False Hope & Real Solutions to Climate Change - 7pm 4/30 @Demos_Org [link]</td><td>1</td><td>0.5699</td></tr><tr><td>I LOVE FROG's LEAP!!!! Seriously. RT @grist: What climate change means for the wine industry (via @theclimatedesk) [link]</td><td>1</td><td>0.819</td></tr><tr><td>Report: Save the Whales and They'll Save Us from Global Warming [link]</td><td>1</td><td>0.823</td></tr><tr><td>RT @indiaenvportal: The contribution of organic agriculture to climate change mitigation [link]</td><td>null</td><td>0.621</td></tr><tr><td>Arctic Beauty in Black and White: Alaska Before the Effects of Global Warming [Slide Show]:  Toward the end of Wor... [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"#EPA report documents \"\"very real\"\" impacts from #climate change in 22 of 24 indicators studied: [link]\"</td><td>1</td><td>1.0</td></tr><tr><td>#Canadian #CEOs more keen on #green than global counterparts; preparing for impacts of climate change...[link]</td><td>1</td><td>0.7896</td></tr><tr><td>RT @carbonmarket: Ask the G8 & G20 to support #biochar. Fight climate change & food shortage! Check this HuffPo post: [link]</td><td>1</td><td>0.617</td></tr><tr><td>RT @christellar: Whale DooDoo could help fight #climate change? Sure! Why not!? [link]</td><td>1</td><td>0.7868</td></tr><tr><td>Global warming science good news - Soils release less carbon than though as world warms: [link]</td><td>1</td><td>0.8236</td></tr><tr><td>So it*s April 27th, Phoenix has 90�_� weather & it might snow in New York today.. Hmmmm.. Global warming MUCH !</td><td>1</td><td>0.7863</td></tr><tr><td>Higher temperature, sea level due to global warming|KUALA LUMPUR: Malaysia's average temperature has risen by 1.1 .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Higher temperature, sea level due to global warming|KUALA LUMPUR: Malaysia's average temperature has risen by 1.1 .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>West Mediterranean countries unite on climate change (AFP) [link]</td><td>null</td><td>0.5986</td></tr><tr><td>Cleaner Air Could Speed Global Warming|Hugh Pickens writes \\Scientists estimate that the US Clean Air Act has cut .. [link]</td><td>1</td><td>0.7835</td></tr><tr><td>3,000 Businesses Create New Ad for Climate Change Action [link]</td><td>null</td><td>0.5995</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>Just heard an interesting report on report on understanding climate change/climate variability influence on human evolution and dispersal</td><td>null</td><td>0.8009</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @jerryjamesstone: Alaska Before the Effects of Global Warming [pics]: [link]</td><td>1</td><td>1.0</td></tr><tr><td>New blog post: Mandating energy benchmarking: The next step for cities in addressing #climate change? [link]</td><td>null</td><td>0.7941</td></tr><tr><td>RealDocWatson on global warming: Go to Antarctica and stake a claim now! It will be like Florida in a few years!</td><td>1</td><td>0.774</td></tr><tr><td>How much trouble does global warming mean for agriculture? Just ask the wine industry. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Arctic Beauty in Black and White: Alaska Before the Effects of Global Warming [Slide Show] [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change: From Paris to the Alps, European Places in Peril (photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>How Climate Change Will Change The Electoral Map: The National Oceanic and Atmospheric Administration isn't known ... [link]</td><td>null</td><td>0.6395</td></tr><tr><td>M Report: Cleaner Air Could Actually Intensify Global Warming: As much of the world marked Earth Day this past week, the Environmental...</td><td>1</td><td>0.8018</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming is a threat, after all|Tim Blair rounds up the latest news from the wild frontiers of global .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Kuna Indians Prepare For Relocation As Traditional Homes Sink Due To Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"How Global Warming Is Killing California's Wine Buzz: Dr. Kimberley Cahill presented on \"\"Climate Change in Califor... [link]\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @uncajoe: uncajoe: PLZ RT & #Digg Climate Of Hate: The Politics Of Climate Change Denial: As H... [link]</td><td>null</td><td>0.6348</td></tr><tr><td>GLOBAL WARMING: Ocean chemistry is changing faster than it has in 800,000 years|And that's because of the carbon .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>GLOBAL WARMING: Ocean chemistry is changing faster than it has in 800,000 years|And that's because of the carbon .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Good going douche. I'm sure there is no climate change in your backass world - Graham move imperils Obama agenda - [link]</td><td>1</td><td>0.8017</td></tr><tr><td>Ski resorts fight global warming|SALT LAKE CITY (AP) ? Ski resorts across the U.S. are using this Thanksgiving .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ski resorts fight global warming|SALT LAKE CITY (AP) ? Ski resorts across the U.S. are using this Thanksgiving .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Bats, Birds and Lizards Can Fight Climate Change By Eating Insects: Birds, bats and lizards may play an important... [link]</td><td>1</td><td>0.8149</td></tr><tr><td>RT @indiaenvportal: Make IT green: cloud computing and its contribution to climate change  [link]</td><td>1</td><td>0.6484</td></tr><tr><td>RT @HeidiAmes: Climate change favors invasive species over indigenous ones. 30% of plants Thoreau saw are now extinct. [link]</td><td>1</td><td>1.0</td></tr><tr><td>scary RT @ClimateProject Climate change altering U.S. seasons: Spring 10 days early: [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @thompsonPLC @boliviaun Pres Evo Morales in @LATimes climate change:lessons from indigenous peoples [link]</td><td>null</td><td>0.6088</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>MediaGlobal report on special Tipping Point Earth Day event: Science and art mobilize to fight climate change [link]</td><td>1</td><td>0.7884</td></tr><tr><td>a review of yesterday's discussions: [link]</td><td>null</td><td>0.7913</td></tr><tr><td>Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>Combating climate change: lessons from the world's indigenous peoples: When I arrived at the United Nations climat... [link]</td><td>1</td><td>0.599</td></tr><tr><td>Africa: Meteorology Services Gear Up for Climate Change: On the continent most vulnerable to climate c... [link]</td><td>1</td><td>0.8814</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... [link]</td><td>null</td><td>0.5868</td></tr><tr><td>China: The Key To Fixing Global Warming|With rapid expansion comes sizable environmental impact, so the world's .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>China: The Key To Fixing Global Warming|With rapid expansion comes sizable environmental impact, so the world's .. [link]</td><td>1</td><td>0.776</td></tr><tr><td>Now on PBS: Going Green New York: Examining how New Yorkers are confronting climate change Check local listings [link]</td><td>1</td><td>1.0</td></tr><tr><td>Official NASA Report: Sun Causes Climate Change:  [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @TreeHugger RT @huffpostgreen well this is just crazy: Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' [link]</td><td>1</td><td>0.6584</td></tr><tr><td>RT @sciam: Impacts of Climate Change Extend to Human Health [link]</td><td>1</td><td>1.0</td></tr><tr><td>Impacts of Climate Change Extend to Human Health [link]</td><td>1</td><td>1.0</td></tr><tr><td>The good news about the very bad news (about climate change) by Rebecca Solnit [link]</td><td>null</td><td>0.611</td></tr><tr><td>Alpha Phi Alpha Takes on Climate Change and Energy Efficiency - [link]</td><td>1</td><td>0.8256</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... [link]</td><td>null</td><td>0.5693</td></tr><tr><td>Natural variability does not explain global warming, climate scientists tell popular TV meteorologist [link]</td><td>1</td><td>0.634</td></tr><tr><td>Rebecca Solnit: 350 Degrees of Inseparability: The Good News About the Very Bad News (About Climate Change) [link]</td><td>1</td><td>0.6458</td></tr><tr><td>Watch video: Climate change threatens sacred Tibetan mountain, including land known as Shangri-La [link]</td><td>1</td><td>1.0</td></tr><tr><td>African Meteorology Services Gear Up for Climate Change. (america.gov) #IRI [link]</td><td>1</td><td>0.5944</td></tr><tr><td>Economists Say Climate Change Is Bad For Economy [link]</td><td>1</td><td>0.7866</td></tr><tr><td>Economists Say Climate Change Is Bad For Economy [link]</td><td>1</td><td>0.646</td></tr><tr><td>Report: Allergy Season to Get Worse with Climate Change (Time.com) [link]</td><td>1</td><td>0.817</td></tr><tr><td>Don��_t Kill Bill ��_ Save the Climate Change Accountability Act! [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Oxfam #Climate change makes farmers & pastoralists in #Ethiopia increasingly vulnerable [link]</td><td>1</td><td>0.5976</td></tr><tr><td>Denis Hayes, founder of Earth Day, compares global climate change to Irish Famine (IrishCentral) News Weather Politics [link]</td><td>1</td><td>0.6359</td></tr><tr><td>RT @Oxfam: #Climate change makes farmers & pastoralists in #Ethiopia increasingly vulnerable [link]</td><td>1</td><td>1.0</td></tr><tr><td>ITS #EARTHDAY!!! Be aware of what you consume, waste, & how you treat this place. we only have 1 & as we can see global warming is in effect</td><td>1</td><td>1.0</td></tr><tr><td>Earth Day: Ben Verwaayen on what we're doing to curb climate change [link]</td><td>1</td><td>0.8136</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>1</td><td>1.0</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>1</td><td>0.8078</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>1</td><td>0.8221</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>1</td><td>1.0</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... [link]</td><td>null</td><td>0.7778</td></tr><tr><td>10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention biofuel... [link]</td><td>1</td><td>0.6015</td></tr><tr><td>Climate change could raise cost of U.S. allergies (Reuters) [link]</td><td>1</td><td>0.5851</td></tr><tr><td>Treating Climate Change as a Curable Disease: Bioethicists and international law experts met in Asilomar later las... [link]</td><td>1</td><td>0.596</td></tr><tr><td>Treating Climate Change as a Curable Disease: Bioethicists and international law experts met in Asilomar later las... [link]</td><td>null</td><td>0.653</td></tr><tr><td>well this is just crazy: Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' [link]</td><td>1</td><td>1.0</td></tr><tr><td>Military leads fight against climate change [link]</td><td>1</td><td>0.8037</td></tr><tr><td>Military leads fight against climate change: The U.S. military, the government's largest fuel buyer, is leading th... [link]</td><td>1</td><td>0.8201</td></tr><tr><td>10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention biofuel... [link]</td><td>1</td><td>0.5685</td></tr><tr><td>Swedish expert says CO2 is not the main cause of global warming|Swedish climate expert Dr. Fred Goldberg has said .. [link]</td><td>1</td><td>0.6099</td></tr><tr><td>Fighting poverty and global warming in Africa [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @greenforyou: Treating Climate Change as a Curable Disease | Wired Science | Wired.com #green [link]</td><td>1</td><td>0.5973</td></tr><tr><td>[link]</td><td>null</td><td>1.0</td></tr><tr><td>Thursday on PBS: Going Green New York: Examining how New Yorkers are confronting climate change Check local listings [link]</td><td>1</td><td>1.0</td></tr><tr><td>UN ��_ Only Global Cooperation Can Prevent Runaway Climate Change, Secretary ��_: The United Nations seeks dialogue, i... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"rt @democracy_now \"\"Most Important Event in Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey [link]\"</td><td>1</td><td>1.0</td></tr><tr><td>Military leads fight against climate change: Pew [link]</td><td>1</td><td>1.0</td></tr><tr><td>Report identifies 11 diseases & health issues affctd by climate change. Once u inclde mental health evrything's @ stake [link]</td><td>1</td><td>0.7808</td></tr><tr><td>For Earth Day: Resources on coping with climate change: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fedele Bauccio: Combating Climate Change One Meal at a Time: This week, Americans will celebrate the 40th anniver... [link]</td><td>null</td><td>0.5729</td></tr><tr><td>RT @egeemnz @mrdannyglover i support world people's conf on climate change in cochabamba,bolivia.watch live [link]</td><td>1</td><td>0.8046</td></tr><tr><td>Barrett: better to have lots of small protocols on climate change than pushing for one comprehensive one</td><td>1</td><td>1.0</td></tr><tr><td>Topography of mountains could complicate rates of global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @mrdannyglover i support the world people's conference on climate change in cochabamba, bolivia. watch live now at [link]</td><td>1</td><td>0.6141</td></tr><tr><td>Many global issues require universal co-operation to address e.g. smallpox, ozone layer, climate change</td><td>1</td><td>0.5849</td></tr><tr><td>RT @hereisawayjose Bolivia President on Global Warming [link]</td><td>null</td><td>0.5891</td></tr><tr><td>RT @indiawater: Boiling Point: Containing the spill over of climate change in the Indian subcontinent - A��_ [link]</td><td>1</td><td>0.5362</td></tr><tr><td>No link now between Eyjafjallaj�__kull and climate change, but a warming world could trigger earthquakes, landslides... [link]</td><td>1</td><td>0.6195</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>1</td><td>0.8168</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>1</td><td>0.8033</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>1</td><td>0.8133</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>0.7937</td></tr><tr><td>Ethiopia: Climate Change Increasing Poverty And Vulnerability [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ethiopia: Climate Change Increasing Poverty And Vulnerability: Small-scale farmers and pastoralists i... [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"RT @democracy_now: \"\"The Most Important Event in the Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey on ��_ [link]\"</td><td>1</td><td>0.8272</td></tr><tr><td>\"\"\"The Most Important Event in the Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey on ��_ [link]\"</td><td>1</td><td>0.8148</td></tr><tr><td>RT @sejorg: RT @JaymiHeimbuch: Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @energysection: Backgrounder: China's major policies to tackle climate change since year 2000.. [link]</td><td>1</td><td>0.5833</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. [link]</td><td>1</td><td>0.8026</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. [link]</td><td>1</td><td>0.8125</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Will Global Warming Make Iceland's Volcanoes Angry?|Melting glaciers around the world could trigger a global .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Will Global Warming Make Iceland's Volcanoes Angry?|Melting glaciers around the world could trigger a global .. [link]</td><td>1</td><td>0.6167</td></tr><tr><td>Climate Change: Could NYC Get Katrina-Like Flood in a Warmer, Wetter Future? - Sea Level Rise of 2 Feet in 70yrs [link]</td><td>1</td><td>0.7732</td></tr><tr><td>Climate Change: Geologists Drill Into Antarctica & Find Troubling Signs 4 Ice Sheets' Future ��_  Melt Could Come FAST [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"\"\"Either Capitalism dies or Mother Earth does\"\" Evo Morales Claims in the People's World Conference on Climate Change [link]\"</td><td>1</td><td>0.8205</td></tr><tr><td>RT @rubberstamprosk: RT @MotherJones: Yet another gift from global warming: increased allergy attacks [link]</td><td>1</td><td>1.0</td></tr><tr><td>Africa: Time Bomb Awaiting Africa: THERE is no doubt that climate change as an environmental issue ha... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Buying carbon offsets may ease eco-guilt but not global warming: [link]</td><td>1</td><td>0.6772</td></tr><tr><td>\"RT @Qorianka: All Eyes on #Cochabamba Those alrdy suffering from global warming 'll havechancetospeakout\"\" [link]\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @EcoSteward: This #EcoMonday, @InvasiveNotes discussion of climate change and invasive species recommended: [link]</td><td>null</td><td>0.5844</td></tr><tr><td>Migratory Birds' New Climate Change Strategy: Stay Home [link]</td><td>1</td><td>0.7887</td></tr><tr><td>On ocean floor populations of organisms despite little oxygen. global warming cause oxygen depletion&reduce biodiversity[link]</td><td>1</td><td>1.0</td></tr><tr><td>Join us for a discussion on Earth Day 4/22: Climate Change & Food Security - Irreversible Destiny? [link]</td><td>1</td><td>0.7789</td></tr><tr><td>RT @NWF: New York City's new waterfront plan will take climate change into consideration: [link]</td><td>null</td><td>0.5363</td></tr><tr><td>Pat Mooney on the Dangers of Geoengineering and Manipulating the Planet to Combat Climate Change [link]</td><td>1</td><td>0.605</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Just because I believe in global warming, peeps thinks I should believe in god instead. Why??</td><td>1</td><td>1.0</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>1</td><td>0.6652</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>@Zener39 I advise everyone who thinks global warming is dead to buy oceanfront property and live there.  See ya!</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions [link]</td><td>1</td><td>1.0</td></tr><tr><td>Mary Ellen Harte and John Harte: Addressing Climate Change: Winning the War on Sustainability: At its heart, clim... [link]</td><td>1</td><td>0.7923</td></tr><tr><td>RT @Drudge_Report: STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>1</td><td>0.6131</td></tr><tr><td>Increasingly, corporations are concluding climate change is real. Betting on Climate Change | Wired.com [link]</td><td>1</td><td>0.5843</td></tr><tr><td>\"Right on! Richard Branson's #EarthDay message 2 biz \"\"Get ur house in order.Fight global warming!#green #eco [link]\"</td><td>1</td><td>0.7916</td></tr><tr><td>[#Meat-Wise]  Cynthia Bateman on Meat-Wise Monday: How Animal Agriculture Makes Global Warming Worse [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions [link]</td><td>1</td><td>0.6037</td></tr><tr><td>STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>1</td><td>0.6063</td></tr><tr><td>Global warming, melting ice caps could trigger more volcanic eruptions: [link]</td><td>1</td><td>1.0</td></tr><tr><td>@LilFerret hey! We came up with all kinds of ideas for fixing global warming! Loved my Environmentalism class. *sighs*</td><td>1</td><td>1.0</td></tr><tr><td>An Overview of the Green Car Revolution | Going Green: The increasing awareness about the threat of global warming... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Southern Africa: Competing for Limpopo Water: Climate change will bring higher temperatures to Southe... [link]</td><td>1</td><td>0.8113</td></tr><tr><td>\"2nd eruption of Hekla in Iceland. Let's call 2010, the year the Earth struck back. \"\"This is for global warming and THIS is for oil spills!\"\"\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @EpiscopalRelief: Bishop Lane, #Episcopal Dio of #Maine: Climate change most important issue of our time - #Bangor Daily Nws [link]</td><td>1</td><td>0.8036</td></tr><tr><td>RT @TreeHugger: In case you were wondering: What Impact Will The Volcano In Iceland Have On Climate Change? [link]</td><td>null</td><td>0.5928</td></tr><tr><td>Cool it, global warming is bad enough without you heating things up.|In the interest of honest discussion, can we .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @InvasiveNotes: RT @RareWildlifeGuy: Climate change: Migration patterns have changed for 20 billion birds:   [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>0.7973</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. [link]</td><td>1</td><td>0.814</td></tr><tr><td>Just briefed on global cooling & volcanoes via @abc But I wonder ... if it gets to the stratosphere can it slow/improve global warming??</td><td>1</td><td>0.7834</td></tr><tr><td>Climate Change-ing your Allergies [link]</td><td>1</td><td>0.6015</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>Obama says China can't 'wait' on climate change: Sydney (AFP) April 15, 2010 - US President Barack Obama on Thursd... [link]</td><td>null</td><td>0.6121</td></tr><tr><td>RT @beckbasher: RT @IanDavidB: RT @Shoq: CLIMATE CHANGE DENIERS: Bobby Jindal mocked volcano warnings. Read the papers lately? Start thinking for yourselves</td><td>1</td><td>0.5904</td></tr><tr><td>RT @TEDNews: Cara Mertes at #tedxvolcano: We're all stranded this weekend. And we're getting a sneak preview of climate change. We have to adapt.</td><td>1</td><td>0.8233</td></tr><tr><td>\"Larry Brilliant at #TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socmedia @enviro\"</td><td>1</td><td>0.8105</td></tr><tr><td>\"Larry Brilliant at TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socent #green\"</td><td>1</td><td>1.0</td></tr><tr><td>Damn man that ash cloud in Europe is crazy, they say due to global warming with the volcano activating,getting crazy</td><td>1</td><td>0.7788</td></tr><tr><td>RT @TEDNews: Larry Brilliant at #tedxvolcano: Climate change is exacerbating all other crises of our age. But climate science is now under attack.</td><td>1</td><td>0.8451</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Causes Volcano Eruptions -- By: Jonah Goldberg: From Reuters: OSLO (Reuters) - A thaw of Iceland's... [link]</td><td>1</td><td>0.794</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Climates_Change: Bring Indigenous Voices into the Conversation About Climate Change [link]</td><td>null</td><td>0.6076</td></tr><tr><td>\"Climate Change & Volcanic Activity: \"\"Ice Cap Thaw May Awaken Icelandic Volcanoes [link]\"</td><td>1</td><td>0.7738</td></tr><tr><td>��_No Rain in the Amazon: How South America��_s Climate Change Affects Entire Planet��_ -Interview of Nikolas Kozloff (vid) [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>0.8176</td></tr><tr><td>RT @bruces *Hmmm, they rather buried the lede here: Iceland glaciers melt from global warming, then volcanoes go off: [link]</td><td>1</td><td>0.7959</td></tr><tr><td>Not sure if this is consensus, but: scientist warns climate change will lead to more volcano crises due to melting ice. [link]</td><td>1</td><td>0.617</td></tr><tr><td>Wishing I was in Cochabamba at the People's World Conference on Climate Change and the Rights of Mother Earth @boliviaun</td><td>1</td><td>0.8121</td></tr><tr><td>I feel that already RT @organicnewyork Climate change making seasonal allergies worse. Near-record highs this Spring [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @organicnewyork: Climate change making seasonal allergies worse.  Near-record highs this Spring.  [link]</td><td>1</td><td>1.0</td></tr><tr><td>Like Icelandic volcanic eruptions disrupting your air travel? Climate change = glacier thaw = more of it. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Cochabamba Summit Offers New Approach to Combating Climate Change [link]</td><td>1</td><td>0.7951</td></tr><tr><td>Climate Change is Making You Sneeze: [link]</td><td>1</td><td>1.0</td></tr><tr><td>ENVIRONMENT: Climate of change: From something as simple as reminding computer users to power down when not workin... [link]</td><td>1</td><td>0.5934</td></tr><tr><td>Professor?s Perspective: Reasons to be Concerned about Climate Change|Spring in Connecticut brings renewal, .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"Climate Change culprit for \"\"Off-the-Charts\"\" Pollen Counts... [link]\"</td><td>1</td><td>0.8164</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.8205</td></tr><tr><td>Allergy Season To Worsen With Climate Change: Report: A new report released on Wednesday by the National Wildlife... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"Author Nikolas Kozloff on \"\"No Rain in the Amazon: How South America's Climate Change Affects the Entire Planet\"\" [link]\"</td><td>null</td><td>0.6819</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>0.7997</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.8731</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.7796</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.6111</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>1.0</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>0.8182</td></tr><tr><td>Report: Allergy Season to Get Worse with Climate Change (Time.com) [link]</td><td>1</td><td>0.8033</td></tr><tr><td>Cute. I mention global warming and a denialist sends me a link to a Finnish newspaper article purportedly refuting it.</td><td>1</td><td>0.7862</td></tr><tr><td>Is nationalizing the energy industry necessary to fight global warming?  [link]</td><td>1</td><td>0.7995</td></tr><tr><td>Blog|A preliminary analysis suggests that natural gas could contribute far more to global warming than previously .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Iceland volcano not likely to slow global warming|A vast cloud from an intensifying volcanic eruption in Iceland .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Iceland volcano not likely to slow global warming|A vast cloud from an intensifying volcanic eruption in Iceland .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>reading from @time Allergies Worse Than Ever? Blame Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>The $6BN REDD+ forest conservation partnership to curb climate change leaves on env'l groups & indigenous populations. [link]</td><td>null</td><td>0.6058</td></tr><tr><td>2/3rds of Tbaggers don't think climate change is a serious problem. As I said, they're ignorant.</td><td>1</td><td>1.0</td></tr><tr><td>Missing' heat may affect future climate change [link]</td><td>1</td><td>0.5899</td></tr><tr><td>Climate Change - Building a Green Economy [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change threatening Glacier National Park and Montana's economy - Examiner.com [link]</td><td>1</td><td>0.798</td></tr><tr><td>New York: Climate change could raise cost of allergies [link]</td><td>1</td><td>0.5979</td></tr><tr><td>Ecotone: #Climate change from a #population perspective [link]</td><td>1</td><td>0.581</td></tr><tr><td>Climate change blamed as coastal whale migration dwindles ��_ Ventura County.. [link]</td><td>1</td><td>0.8767</td></tr><tr><td>Think your allergies are bad now? Wait until climate change kicks in, Michig.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Exclusive: Climate change could raise cost of U.S. allergies| Reuters [link]</td><td>1</td><td>0.8037</td></tr><tr><td>Spring storm season starting a little late this year???  Must be global warming!</td><td>1</td><td>0.6128</td></tr><tr><td>Kenya: Extreme Weather Tests Pastoralist Perceptions: The effects of climate change - such as drought... [link]</td><td>1</td><td>0.7933</td></tr><tr><td>Climate Change is Not Just About the Climate, it is About Our Lives : TreeHugger [link]</td><td>1</td><td>1.0</td></tr><tr><td>All 30 Major League Baseball Teams Throw Curve to Climate Change Deniers [link]</td><td>1</td><td>0.6015</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>1</td><td>0.8172</td></tr><tr><td>Tip of the Day: Plant One Tree on your Birthday - Plants absorb CO2 which helps reduce Global Warming.</td><td>1</td><td>1.0</td></tr><tr><td>United States Must Lead on Climate Change ��_ Kerry; Climate and Energy Bill Has Multiple Benefits #green [link]</td><td>1</td><td>0.7759</td></tr><tr><td>Green:Net: How the Internet, Computing Can Fight Climate Change [link]</td><td>1</td><td>0.7693</td></tr><tr><td>3,000 Businesses Create New Ad for Climate Change Action : CleanTechnica [link]</td><td>null</td><td>1.0</td></tr><tr><td>Green:Net: How the Internet, Computing Can Fight Climate Change: The Internet, software, computing... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Leaked U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>1</td><td>0.6042</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>1</td><td>0.7797</td></tr><tr><td>Reinvent Cities to Stop Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Continues To Melt Glacier National Park's Icons | National P.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>1</td><td>0.8165</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>1</td><td>0.8106</td></tr><tr><td>Abu Dhabi faces climate change flood threat - expert - Culture & Society - Arabia.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>China active, serious in tackling climate change, says vice president | Humani.. [link]</td><td>null</td><td>0.6523</td></tr><tr><td>You and Us and Me - China active, serious in tackling climate change, says vic.. [link]</td><td>1</td><td>0.8122</td></tr><tr><td>Study: SE Asia will be hit hard by climate change [link]</td><td>1</td><td>0.798</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Obama: China Must Act Soon on Climate Change [link]</td><td>1</td><td>0.6099</td></tr><tr><td>If capitalism doesn��_t end climate change, climate change will end capitalism - #degrowth [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8123</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8221</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8878</td></tr><tr><td>Demand Congress take action on climate change. Pls sign the petition. [link]</td><td>1</td><td>0.8305</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon Age is killing us. Climate change legislation now: [link]</td><td>1</td><td>0.7971</td></tr><tr><td>Obama says in TV interview that 'we can't allow China to wait' on tackling climate change [link]</td><td>null</td><td>0.7879</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Claims Global Warming May Cause Cancer [link]</td><td>1</td><td>0.6207</td></tr><tr><td>Government Claims Global Warming May Cause Cancer [link]</td><td>1</td><td>1.0</td></tr><tr><td>Protect Wildlife Habitat from Climate Change: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8123</td></tr><tr><td>Plan B: California Braces for Climate Change [link]</td><td>1</td><td>0.8165</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.6155</td></tr><tr><td>Nine scenarios for imminent apocalypse��_only one is global warming [link]</td><td>1</td><td>0.7835</td></tr><tr><td>If capitalism doesn��_t end climate change, climate change will end capitalism - #degrowth [link]</td><td>1</td><td>1.0</td></tr><tr><td>DC: *FT Work for Greenpeace to STOP GLOBAL WARMING - $12-$13/hr*: Get Involved! Call now 202-595-3368 Greenpeac... [link]</td><td>1</td><td>0.9174</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8043</td></tr><tr><td>[link]</td><td>null</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness.  CNSNews.com -  [link]</td><td>1</td><td>0.5864</td></tr><tr><td>SEC warns publically held companies to advise investors of risks of #climate change. [link]</td><td>1</td><td>0.5768</td></tr><tr><td>Save the Whales and They'll Save Us from Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>We should be leaders on climate change but it is always put on the back burner... [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @WWF_Climate    RT @CarbonDiplomacy Grapes of Wrath: How much trouble does #climate change mean for agriculture? [link]</td><td>null</td><td>0.5932</td></tr><tr><td>Got Allergies? -- By: Jonah Goldberg: Blame global warming. From Time magazine: Allergies Worse Than Ever? Blame ... [link]</td><td>1</td><td>0.8068</td></tr><tr><td>Climate change and Why Your Allergies Are Getting Worse [link]</td><td>1</td><td>1.0</td></tr><tr><td>Watch PBS 'Dimming the Sun' for more on this #NPR: Could Cleaner Air Actually Intensify Global Warming?-More at [link]</td><td>1</td><td>0.6058</td></tr><tr><td>RT @CHIoxfamaction: People in poor countries are 20 times more likely to be affected by disasters caused by climate change than those in the developed world</td><td>1</td><td>1.0</td></tr><tr><td>Got Allergies? -- By: Jonah Goldberg: Blame global warming. From Time magazine: Allergies Worse Than Ever? Blame ... [link]</td><td>1</td><td>0.8098</td></tr><tr><td>Italy: PhD Programme in Science and Management of Climate Change ...: PhD Programme in Science and Management of C... [link]</td><td>null</td><td>0.5911</td></tr><tr><td>Oxfam: Climate change devastating rural Ethiopian communities. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Alexi @Giannoulias believes in putting a price on global warming pollutants to spur development of alternative technology #p2 #ilsen</td><td>1</td><td>0.6058</td></tr><tr><td>Go for the green! Olympic athletes push for climate change action -- [link]</td><td>null</td><td>0.6812</td></tr><tr><td>DC: *FT Work for Greenpeace to STOP GLOBAL WARMING - $12-$13/hr*:Get Involved! Call now 202-595-3368 Greenpeace... [link]</td><td>1</td><td>0.8206</td></tr><tr><td>Health effects are a big deal. RT @EPSclimate: Impacts of Climate Change Extend to Human Health [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change causing change in ocean chemistry at unprecedented rate. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming can be good for [link]</td><td>1</td><td>1.0</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming (Time.com) [link]</td><td>1</td><td>0.7953</td></tr><tr><td>RT @arkarthick: Bats, Birds & Lizards Can Fight #Climate Change (Wired) [link]</td><td>1</td><td>0.6008</td></tr><tr><td>For #EarthDay Global warming could affect patient symptoms [link]</td><td>1</td><td>1.0</td></tr><tr><td>Just signed an #earthday petition to take action on climate change via @rockthevote: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Treating Climate Change as a Curable Disease [link]</td><td>1</td><td>0.6413</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>See how CCX Member Motorola is working to be part of the solution in addressing the climate change challenge: [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @manyko2: Bolivian President Blames Capitalism for Global Warming [link]</td><td>null</td><td>0.5048</td></tr><tr><td>Interesting point re: why macro-probs like global warming are never solved: politicians need only solve immediate probs for re-election</td><td>1</td><td>0.7949</td></tr><tr><td>RT @MotherJones: Yet another gift from global warming: increased allergy attacks [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Climate Change Effects on the Mid-Continent (Download to view animations) [link]</td><td>1</td><td>0.6272</td></tr><tr><td>Are you ready for climate change, if so let your lawmakers know, how tell them sign petitions, drop a hint :)</td><td>1</td><td>1.0</td></tr><tr><td>UMC Expands Climate Change Policy and Carbon Emission Reduction Goals [link]</td><td>1</td><td>0.7894</td></tr><tr><td>RT @Drudge_Report: STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>1</td><td>0.7919</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming: Thanks to an unusually cold and snowy winter, followed by an earl... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ridiculous: giving a climate change denier a nature show? Keep Sarah Palin off #Discovery: [link]</td><td>1</td><td>0.5906</td></tr><tr><td>Report: #Allergy Season to Get Worse with #Climate Change read from @time this really sucks for me: [link]</td><td>1</td><td>0.6058</td></tr><tr><td>CODA Automotive Lauded for Innovation and Technology Efforts to Combat Climate Change and Air Pollution [link]</td><td>1</td><td>1.0</td></tr><tr><td>Report Claims Climate Change Is To Blame For Increase Of Allergies [link]</td><td>1</td><td>0.8026</td></tr><tr><td>Report Claims Climate Change Is To Blame For Increase Of Allergies [link]</td><td>1</td><td>0.8039</td></tr><tr><td>Tulips in mid-April in Chicago? Love the global warming. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming will make allergies worse for 25 million Americans, hitting those with asthma hardest: WWF (ClimateWire) #globalwarming</td><td>1</td><td>1.0</td></tr><tr><td>85 degrees in April eh? Hellooo global warming, nice to meet u</td><td>1</td><td>1.0</td></tr><tr><td>Rejoice, NY Times mentions crop wild relatives in article about adapting agriculture to climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>1</td><td>0.8075</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>1</td><td>0.603</td></tr><tr><td>RT @highcountrynews RT @NPCA: Two more glaciers are gone from namesake nat. park due to global warming, USGS reports [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @solveclimate: Feeling the Heat Down Under When it Comes to Climate Change: Erwin Jackson, The Climate Institute.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>UK leads the way! RT @10cities Schumacher College: Mobilising Democracy to Tackle Climate Change [link]</td><td>1</td><td>0.8159</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @EnergyBoom: Harvard and MIT Receive $2 Million to Study Health and Environmental Impacts of Climate Change [link]</td><td>null</td><td>0.5941</td></tr><tr><td>Sen. Kerry writing in The Hill today: U.S. Must Lead on Climate Change [link]</td><td>1</td><td>0.6172</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.8041</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>1.0</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>1</td><td>0.6032</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.8269</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.8235</td></tr><tr><td>RT @BluePractice: The clothing industry started global warming in the first place. - Yvon Chouinard, Patagonia #FortuneGreen</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.7904</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.6167</td></tr><tr><td>Filmmaker Travels The Globe To Find People Fighting Climate Change ... [link]</td><td>1</td><td>0.5861</td></tr><tr><td>Filmmaker Travels The Globe To Find People Fighting Climate Change ...: Filmmaker Travels The Globe To Find People... [link]</td><td>1</td><td>0.6723</td></tr><tr><td>Rejoice, NY Times mentions crop wild relatives in article about adapting agriculture to climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Effort to remake America's energy future and fight global warming could be harmed, or spurred, by Gulf #oilspill: [link]</td><td>1</td><td>1.0</td></tr><tr><td>How would catastrophic climate change change the average persons life? Think 100% unemployment every where on the planet for several decades</td><td>1</td><td>0.5889</td></tr><tr><td>Arctic Ice Loss Accelerating Global Warming: Research: TopNews New Zealand Global warming may be getting worse tha... [link]</td><td>1</td><td>1.0</td></tr><tr><td>#California taking the lead on #climate change: [link]</td><td>1</td><td>0.8078</td></tr><tr><td>Plants effective way of tackling global warming: Washington, Apr 30 (ANI): Plant leaves account for less than one ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Namibia: Govt to Get Active On Climate Change [link]</td><td>1</td><td>0.7871</td></tr><tr><td>Plants effective way of tackling global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Wait here's an idea: it's natural climate change, not human induced global warming. [link]</td><td>0</td><td>0.6206</td></tr><tr><td>Just Read: US Generals say: Climate Change Threatens America's Security [link]</td><td>1</td><td>0.6007</td></tr><tr><td>Glacial Melt From Global Warming Could Unplug Volcanos: Earthweek - A Diary of the Planet Eruptions of glacial vol... [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"33 US Military Generals, Admirals: \"\"Climate Change is Threatening ... [link]\"</td><td>null</td><td>0.7739</td></tr><tr><td>Off shore drilling threatens wildlife and contributes to climate change.  Urge Obama NOT to expand drilling!  [link]</td><td>1</td><td>0.6162</td></tr><tr><td>AllGov - News - Global Warming Isn't All Bad��_If You're an ...: In the frozen reaches of Canada, warmer temperature... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness: A new government report says global warmin... [link]</td><td>1</td><td>0.6025</td></tr><tr><td>Global warming picking up steam, Obama top science adviser says: John P. Holdren, Obama's top science adviser, dis... [link]</td><td>1</td><td>0.6104</td></tr><tr><td>RT @TheClimateDesk: Lyme disease already costs &gt; $2.5 billion a year, and climate change could make it even pricier. [link]</td><td>1</td><td>0.8235</td></tr><tr><td>Whale Excrement To Check Global Warming: TopNews United States New researcher carried out by the Australian Antarc... [link]</td><td>null</td><td>0.7991</td></tr><tr><td>Government Report Says Global Warming to Cause Cancer, Mental Illness: CNSNews.com By Matt Cover, Staff Writer (CN... [link]</td><td>null</td><td>0.6186</td></tr><tr><td>EPA issues report on U.S. climate change indicators - warming is having measurable effect across ecosystems [link]</td><td>1</td><td>1.0</td></tr><tr><td>Report: Save the Whales and They'll Save Us from Global Warming: Need more proof that Global Warming is the proble... [link]</td><td>1</td><td>0.5966</td></tr><tr><td>RT @fishmark: Wine grapes have become our best early-warning system for the effects of global warming. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Wine grapes have become our best early-warning system for the effects of global warming. [link]</td><td>1</td><td>0.5906</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All Around Us [link]</td><td>1</td><td>1.0</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All ...: Natural Resources Defense Counc... [link]</td><td>1</td><td>0.7965</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>1</td><td>1.0</td></tr><tr><td>Syed Husin wanted to know the effects of global warming to Malaysia. [link]</td><td>null</td><td>0.6943</td></tr><tr><td>Cleaner Air Could Speed Global Warming [link]</td><td>1</td><td>0.7984</td></tr><tr><td>Whale Poo Fights Global Warming: By ROB MAYEDA and LORI PREUITT Star Trek IV: The Voyage Home had many convinced t... [link]</td><td>1</td><td>0.5851</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>1</td><td>1.0</td></tr><tr><td>New facts support global warming case: Recent letter-writer Charles Kesner is either out-of-touch with reliable ne... [link]</td><td>1</td><td>0.7844</td></tr><tr><td>QUT researchers track climate change [link]</td><td>1</td><td>0.6214</td></tr><tr><td>Study: Climate Change Threatens Your Health, Too [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @panteraonca07: Slideshow of Alaska Before the Effects of Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>In Vino Veritas The delicate wine grape has become our best early-warning system for the effects of global warming. [link]</td><td>1</td><td>0.5837</td></tr><tr><td>Conservation International:: Give a gift that helps prevent climate change, provides habitat for endangered specie... [link]</td><td>1</td><td>0.6369</td></tr><tr><td>Conservation International:: Give a gift that helps prevent climate change, provides habitat for endangered specie... [link]</td><td>1</td><td>0.7987</td></tr><tr><td>Climate change is real and climate change has consequences for all of us. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Contributes To Rapidly Increased Ocean Acidification: The US National Research Council warned last ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming threatens Ca Mau Province: CA MAU ��_ The southernmost province of Ca Mau was among localities most v... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming means local storming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Could Cleaner Air Actually Intensify Global Warming?: by NPR Staff As much of the world marked Earth Day this past w... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Renewable Energy Advances ��_ Ocean Saltiness Shows Global Warming ...: After pulling data from 1.6 million salinity... [link]</td><td>1</td><td>1.0</td></tr><tr><td>The Key to Fixing Global Warming China | Magazine: It's late November 2009, and US energy secretary Steven Chu is ... [link]</td><td>1</td><td>0.83</td></tr><tr><td>Global Warming: Ocean chemistry is changing faster than it has in 800,000 years: And that's because of the carbon ... [link]</td><td>1</td><td>0.8221</td></tr><tr><td>Topography of Mountains Could Complicate Rates of Global Warming: ScienceDaily (Apr. 25, 2010) ��_ A new study concl... [link]</td><td>1</td><td>0.7934</td></tr><tr><td>Soaring mercury; Blame it on global warming|Agartala, Apr 14 : Environmentalists have attributed the .. [link]</td><td>1</td><td>0.801</td></tr><tr><td>Africa: Monitoring a Changing Climate: The gathering environmental crisis presented by global warming... [link]</td><td>1</td><td>1.0</td></tr><tr><td>The volcanic ash was bad for planes...but should help reduce global warming.  [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ocean currents still strong despite global warming|Researchers at NASA have discovered that the ocean currents .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ocean currents still strong despite global warming|Researchers at NASA have discovered that the ocean currents .. [link]</td><td>1</td><td>0.8372</td></tr><tr><td>Long-distance journeys out of fashion? Global warming may be causing evolutionary changes in bird migration (sourc... [link]</td><td>1</td><td>0.6088</td></tr><tr><td>\"Funniest 'conservative' comment of the day: \"\"Climate change is due to increased heat from the Earth's core.\"\"\"</td><td>1</td><td>0.4878</td></tr><tr><td>Scientists Say Global Warming Affects Marine Life: In Narragansett Bay, Rhode Island, winter flounder no longer re... [link]</td><td>1</td><td>1.0</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>Indonesia Tree Program Looks to Reduce Global Warming: Planting trees is one way to help maintain the natural pres... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Earth Day report: climate change is endangering our health: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Climate Change, Not Global Warming @ [link]</td><td>0</td><td>0.6295</td></tr><tr><td>#CUBeyond: Wlliam Lau says climate change is happening and we must deal with it, no matter what is causing it.  #ChapmanU</td><td>1</td><td>1.0</td></tr><tr><td>Chew's focus is on the ways global warming is causing the redistribution of plant and animal species. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Military Leads Fight Against Climate Change: Pew [link]</td><td>null</td><td>0.5565</td></tr><tr><td>Royal Society Stunner: Hazardous geosphere activity and global warming linked: Periods of exceptional climate chan... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fighting poverty and global warming in Africa: by Marc Gunther on 04/21/2010 22:10 0 comments , 0 views Rarely do ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"\"\"Military leads fight against climate change: Pew | Reuters\"\" [link]\"</td><td>1</td><td>0.5748</td></tr><tr><td>Spring Comes 10 Days Earlier In U.S. Due To Climate Change: [link]</td><td>1</td><td>0.8029</td></tr><tr><td>NASA Launches Climate Change Supercomputer: [link]</td><td>null</td><td>0.7815</td></tr><tr><td>@drgrist's excellent take on why even environmental economics limits our climate change policy options [link] #climate #agw</td><td>null</td><td>0.579</td></tr><tr><td>The Key to Fixing Global Warming? China [link]</td><td>1</td><td>1.0</td></tr><tr><td>@ClimateWise2 is here tonight at 7:30 to discuss what climate change is doing to women, children, families & communities [link]</td><td>1</td><td>0.8061</td></tr><tr><td>Baby boomers must tackle global warming while they can: By Anonymous Baby boomers have enjoyed peace and the large... [link]</td><td>1</td><td>1.0</td></tr><tr><td>#Ocean Saltiness Shows #Global Warming Is Intensifying Our Water Cycle : TreeHugger [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"Daniel C. Esty: Climate Change Plan B: Bringing down greenhouse gas emissions with a \"\"cap and trade\"\" system of tr... [link]\"</td><td>null</td><td>0.788</td></tr><tr><td>Military leads fight against climate change: Pew: WASHINGTON (Reuters) - The U.S. military, the government's large... [link]</td><td>1</td><td>0.5648</td></tr><tr><td>Global warming implicated in shortened bird migration | Science Codex: Global warming implicated in shortened bird... [link]</td><td>1</td><td>1.0</td></tr><tr><td>NASA��_s Gift to Earth: A Climate Change Supercomputer [link]</td><td>1</td><td>0.5984</td></tr><tr><td>\"Daniel C. Esty: Climate Change Plan B: Bringing down greenhouse gas emissions with a \"\"cap and trade\"\" system of tr... [link]\"</td><td>1</td><td>0.8006</td></tr><tr><td>UW biologist links early blooms to global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>UW biologist links early blooms to global warming: A researcher says plants in central Wisconsin are flowering ear... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Bolivian President Blames Capitalism for Global Warming: Environment News Service COCHABAMBA, Bolivia, April 20, 2... [link]</td><td>1</td><td>0.8119</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change: Global Geopolitics Net Sites / IPS In�__s Acosta... [link]</td><td>null</td><td>0.5846</td></tr><tr><td>An Explosive Idea: are volcanoes the cure for global warming? [link]</td><td>1</td><td>1.0</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>See where @climate change is happening RT @ClimateCentral 8-part series on cities and climate change for BBC Worldnews: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming: Christian Science Monitor From a scheme to c... [link]</td><td>1</td><td>0.8465</td></tr><tr><td>Buying carbon offsets may ease eco-guilt but not global warming [link]</td><td>1</td><td>0.806</td></tr><tr><td>Pat Mooney on the Dangers of Geoengineering and Manipulating the Planet to Combat Climate Change  - [link]</td><td>1</td><td>0.4286</td></tr><tr><td>Icelandic Volcano's Impact on Global Warming, Green Transportation, Bird ...: By Alisa Opar NASA satellites captur... [link]</td><td>1</td><td>0.7772</td></tr><tr><td>Birds in southern England suffer from global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Video: Getting Focus Back on Climate Change [link]</td><td>1</td><td>0.5988</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming blamed for European air traffic collapse: The FINANCIAL -- Global warming, which altered European w... [link]</td><td>1</td><td>0.7736</td></tr><tr><td>Republicans, why do you oppose global warming environmental ...: Really it makes no sense to oppose efforts to red... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Safe, secure nuclear energy must be part of climate change solution [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming��_s Eyjafjoell Volcano Triggers More Global Warming: [link]</td><td>1</td><td>1.0</td></tr><tr><td>STATE DEPT. DECLARES: 'Global warming unequivocal and primarily human-induced'... [link]</td><td>1</td><td>0.5952</td></tr><tr><td>\"5th US Climate Action Report Released: \"\"Global Warming is Unequivocal\"\" [link]\"</td><td>1</td><td>0.7794</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Photo: We dare someone tell us that climate change isn't real. [link]</td><td>1</td><td>0.832</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>Since Man can't, Mother Nature to end global warming with volcanoes & earthquakes. #Hekla #Icelandic</td><td>1</td><td>0.8023</td></tr><tr><td>Blame the volcano trouble on sun and global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Some hot health reminders on global warming: The debate is over; nearly all scientists (and politicians) agree tha... [link]</td><td>1</td><td>0.6172</td></tr><tr><td>Since Man can't, Mother Earth to end global warming with volcanoes & earthquakes. #ashtag #Hekla #Icelandic</td><td>1</td><td>0.7586</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>Reinvent Cities to Stop Climate Change | Green Living Ideas  [link]</td><td>1</td><td>0.6074</td></tr><tr><td>\"\"\"All 30 Major League Baseball Teams Throw Curve to Climate Change Deniers : CleanTechnica\"\" [link]\"</td><td>null</td><td>1.0</td></tr><tr><td>CST: A Lack Of Air Pollution Is Bad For Global Warming? ��_ Pirate's ... [link]</td><td>1</td><td>0.599</td></tr><tr><td>RT@greenforyou An estimated 20 billion birds changed their migrating habits in last few decades due to global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"Global warming melts ice and this can influence magmatic systems,\"\" he told Reuters. [link]\"</td><td>1</td><td>0.8085</td></tr><tr><td>@GregMitch has there been any reporting on if the increase in sediment in upper atmospher could reduce global warming effect by reducing sun</td><td>1</td><td>0.7885</td></tr><tr><td>Volcanic ash is a good thing. Blocks the sun's heat. Lessens air travel. Bye bye global warming. #fb</td><td>1</td><td>1.0</td></tr><tr><td>Why cleaner air could speed global warming | Air Pollution News [link]</td><td>1</td><td>0.818</td></tr><tr><td>\"Leaked U.S. Document Calls For \"\"Global Regime\"\" To Tackle Climate Change  [link]\"</td><td>null</td><td>0.5873</td></tr><tr><td>Why cleaner air could speed global warming: Aerosol pollution, which is now on the downswing, has helped keep the ... [link]</td><td>1</td><td>0.6192</td></tr><tr><td>Why cleaner air could speed global warming: Aerosol pollution, which is now on the downswing, has helped keep the ... [link]</td><td>1</td><td>0.7844</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>1</td><td>0.8235</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Effects of Global Warming Stats: Back with more news for you today. It's ama... [link]</td><td>1</td><td>0.7917</td></tr><tr><td>It's global climate change-not warming. #ac Read: www.associatedcontent.com/article/2872954/global_climate_change_not_global_warming.html</td><td>0</td><td>0.5944</td></tr><tr><td>Global Warming Today ��_ Blog Archive ��_ How can we tackle global ...: The only way at present is to reduce greenhous... [link]</td><td>1</td><td>1.0</td></tr><tr><td>CODA Automotive Lauded for Efforts to Combat Climate Change & Air Pollution [link]</td><td>1</td><td>0.7977</td></tr><tr><td>Ocean Saltiness Getting Weird ��_ Blame Global Warming: IndyPosted (blog) A study conducted by scientists at Austral... [link]</td><td>1</td><td>0.6027</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>1</td><td>0.8037</td></tr><tr><td>A preliminary analysis suggests that natural gas could contribute far more to global warming than previously thought. [link]</td><td>1</td><td>1.0</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>1</td><td>0.5957</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.8477</td></tr><tr><td>USC prof Dan Mazmanian:  money needed for adaption to climate change in the state is a pressing social justice issue.#USC #SPPD #Keston</td><td>1</td><td>0.6058</td></tr><tr><td>Iceland volcano unlikely to slow global warming: scientists [link]</td><td>1</td><td>1.0</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>null</td><td>0.8084</td></tr><tr><td>Iceland volcano unlikely to slow global warming: scientists: AFP PARIS ��_ Big volcanic eruptions have had a cooling... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming may make cricket bats history: London: Cricket is facing a bizarre threat following a European Unio... [link]</td><td>1</td><td>0.8033</td></tr><tr><td>volcano unlikely to slow global warming: By Richard Ingham, AFPApril 16, 2010 4:44 AM An EUMESAT satellite image s... [link]</td><td>1</td><td>1.0</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>null</td><td>1.0</td></tr><tr><td>Fifty years ago I was teaching and preaching about global warming and its catastrophic effects on our climate. [link]</td><td>1</td><td>1.0</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>null</td><td>0.8008</td></tr><tr><td>President Barack Obama says the world cannot wait for China to commit to tackling global warming. [link]</td><td>null</td><td>0.5596</td></tr><tr><td>Obama: China must act on climate change [link]</td><td>null</td><td>0.5365</td></tr><tr><td>Renewable energy possible solution to global warming: By Milton Takei | University alumnus, 1992 In dealing with t... [link]</td><td>1</td><td>1.0</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Impact of Climate Change on ...: There are many predicted effects for the en... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Plz hlp fight Global warming- read my post abt effects of Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>UN to battle poverty, global warming .:. newkerala.com Online News ...: UN to battle poverty, global warming - New... [link]</td><td>1</td><td>0.8266</td></tr><tr><td>Eaarth: global warming is here to stay, how will we deal with it? [link]</td><td>1</td><td>1.0</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming [link]</td><td>1</td><td>0.7837</td></tr><tr><td>Germany is an important partner for us in trade as well as in the fight against climate change.</td><td>1</td><td>0.7749</td></tr><tr><td>Global Warming Likely to Worsen Allergies in Maine: That's according to a new report released today by the Nationa... [link]</td><td>1</td><td>0.7917</td></tr><tr><td>SubTropolis, U.S.A. -  A creative solution to global warming 100 feet below ground. [link]</td><td>1</td><td>0.7872</td></tr><tr><td>Global warming or unemployment...choose your own disaster?: By Max Jacobs Companies producing greenhouse gases in ... [link]</td><td>null</td><td>0.7844</td></tr><tr><td>This one explained the extreme cold weather we have experienced this winter as just one more example of global warming. [link]</td><td>1</td><td>0.5922</td></tr><tr><td>@Climate change Giant #Glacier Fall in Peru Causes Deadly Tsunami : [link]</td><td>1</td><td>1.0</td></tr><tr><td>Green' cement made from rice may help tackle global warming|London, April 13 : With the increasing rise in the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Can you feel the shift in consciousness? -- 3K Businesses Create New Ad for Climate Change Action - [link]</td><td>1</td><td>0.7816</td></tr><tr><td>RT @SolarInsure: 3,000 Businesses Create New Ad for Climate Change Action : CleanTechnica [link]</td><td>null</td><td>0.6102</td></tr><tr><td>Global warming threatens Armenia by 2C higher temperature [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change deadly? Scientists suspect global warming may be contributing to strange deaths of Arctic birds. [link]</td><td>1</td><td>0.8037</td></tr><tr><td>Green' cement made from rice may help tackle global warming: London, April 13 (ANI): With the increasing rise in ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>��_Green��_ cement made from rice may help tackle global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming 'at Point of No Return': Global warming has reached the point of no return, a study published in th... [link]</td><td>1</td><td>1.0</td></tr><tr><td>World-Famous Places Endangered by Global Warming: If climatologists' predictions of global warming are right, some... [link]</td><td>1</td><td>0.8123</td></tr><tr><td>Green' cement made from rice may help tackle global warming|London, April 13 : With the increasing rise in the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Latest weapon in global warming fight ��_ 'green' cement made from rice: By FIONA MACLEOD AND RUAIRI CREANEY SCIENTI... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Latest weapon in global warming fight ��_ 'green' cement made from rice [link]</td><td>1</td><td>1.0</td></tr><tr><td>Coping with Global Warming: How to Save on Utility Bills: By Dealman(view all posts by Dealman) Actually, this isn... [link]</td><td>1</td><td>0.5532</td></tr><tr><td>\"\"\"Climate Change - Building a Green Economy - Paul Krugman - NYTimes.com\"\" [link]\"</td><td>1</td><td>0.5683</td></tr><tr><td>Clean Technology Industry Forecast is Strong Due to Global Warming Concerns ...: April 12, 2010 (MMD Newswire) -- ... [link]</td><td>null</td><td>0.6107</td></tr><tr><td>Porous materials to reduce the climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>celebrate Earth Day by signing Declaration of Energy Independence to show the Senate we demand action on climate change [link]</td><td>1</td><td>0.8081</td></tr><tr><td>Top U.S. Vacation spots becoming endangered. Landscape threatened by global warming, mining, weather, environmental hazard & population</td><td>1</td><td>1.0</td></tr><tr><td>\"..leaders are failing to address the gravest threat our world has ever faced...\"\" \"\"Pressuring politicians on climate change is not working.\"</td><td>1</td><td>1.0</td></tr><tr><td>Glacier National Park Loses Two More Glaciers Due To Global Warming: Thaindian.com By Meena Kar Montana, Apr 11, (... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Plants can effectively tackle global warming|Don't have SiliconIndia account? Sign up Forgot your password? Reset .. [link]</td><td>1</td><td>0.7881</td></tr><tr><td>Plants can effectively tackle global warming|Don't have SiliconIndia account? Sign up Forgot your password? Reset .. [link]</td><td>1</td><td>0.6046</td></tr><tr><td>Climate change affects subterranean ecosystems|Changes above the ground, such as a higher concentration of carbon .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @RyanNewYork Gulf Coast spill better give Climate Change Legislation some momentum. It's a bigger tragedy than we're even aware of yet.</td><td>1</td><td>0.8141</td></tr><tr><td>Spill + coal mine tragedy = need for alt energy! RT @RyanNewYork: Gulf Coast spill better give Climate Change Legislation some momentum.</td><td>1</td><td>0.6186</td></tr><tr><td>Gulf Coast spill better give Climate Change Legislation some momentum. It's a bigger tragedy than we're even aware of yet. #P2</td><td>1</td><td>0.8518</td></tr><tr><td>LIVE NOW: Green Gone Wrong: False Hope and Real Solutions to Climate Change [link]</td><td>1</td><td>0.5865</td></tr><tr><td>@New_federalists  i have it on good auth tht global warming also causes toe fungus.  We R all fortunate tht thr IS no global warming! #tcot</td><td>0</td><td>0.6114</td></tr><tr><td>Illegal war and the myth of global warming|My main campaign platform for this election will be the illegal .. [link]</td><td>0</td><td>1.0</td></tr><tr><td>It is in the 30's what happened to Spring? Global warming is for those that care to read about and not live it. The coldest Winter ever. FU</td><td>0</td><td>0.7991</td></tr><tr><td>the scientific community was scamed by global green  gov warming scam.</td><td>0</td><td>1.0</td></tr><tr><td>I truly  Fat ASS Gore should get the Scam Artist Award of the decade with his Global Warming and Energy Credits worth close to Billion.</td><td>0</td><td>0.8289</td></tr><tr><td>hide the decline is the global warming nut jobs current policy its all a epic scam they are lying to the world #climategate #tcot #p2</td><td>0</td><td>1.0</td></tr><tr><td>40 degrees in NYC. please urinate on next liberal global warming /climate change scum you see.</td><td>0</td><td>0.7778</td></tr><tr><td>\"RT @virgiltexas: Hey Al Gore: see these tornadoes racing across Mississippi? So much for global \"\"warming\"\" #tornadocot #ocra #sgp #gop #ucot #tlot #p2 #tycot\"</td><td>0</td><td>1.0</td></tr><tr><td>#justinbiebersucks and global warming is a farce</td><td>0</td><td>1.0</td></tr><tr><td>One Stop Book Stop Confirmed! Global warming is 'settled' ��_ as a scam: WND.com Sussman's book, the ... [link]</td><td>0</td><td>1.0</td></tr><tr><td>\"BOYCOTT SIEMENS for buying \"\"global warming\"\"/\"\"climate change\"\" in their advertisements. #tcot #sgp #teaparty\"</td><td>0</td><td>0.8105</td></tr><tr><td>climate change scam #3wordslibshate</td><td>0</td><td>0.6184</td></tr><tr><td>Global Warming? Vostok Antarctica sits at -100F -- with windchills to -142F ...  [link]</td><td>null</td><td>0.5781</td></tr><tr><td>Global Warming?  Vostok Antarctica sits at -100F -- with lows forecast to -110F... [link]</td><td>null</td><td>0.5794</td></tr><tr><td>RT @Climate scam another warmist has to be rescued from Arctic cold Global warming activist 'transported ... [link]</td><td>0</td><td>1.0</td></tr><tr><td>Why isn't @algore upset with the volcano for causing global warming? #climategate</td><td>0</td><td>0.3983</td></tr><tr><td>Rationalists' who believe aliens exist & global warming=caused by humans, might as well believe in Jesus miracles,angels &fairies #tcot #p2</td><td>0</td><td>1.0</td></tr><tr><td>@psiryu Hmmm so global warming is a fraud!</td><td>0</td><td>1.0</td></tr><tr><td>Air ban led by flawed computer models. Global warming come to mind? [link]</td><td>null</td><td>0.3966</td></tr><tr><td>Monster Chiller Horror Global Warming! [link]</td><td>1</td><td>0.5936</td></tr><tr><td>Proof there's no climate change. RT @jazgar 75-ft killer tsunami created in a Peruvian LAKE when a glacier fractures & falls Into the lake!</td><td>0</td><td>1.0</td></tr><tr><td>COW FARTS EXONERATED FROM GLOBAL WARMING [link]</td><td>null</td><td>0.5988</td></tr><tr><td>COW FARTS EXONERATED FROM GLOBAL WARMING [link]</td><td>1</td><td>0.5821</td></tr><tr><td>@OTOOLEFAN REAL science. Not Algore's climate change 'science' hacks with their man-made global warming hoax. Gore=Palin</td><td>0</td><td>0.8235</td></tr><tr><td>30000 Anti-Global Warming Scientists Can't Be Wrong | Stranger ...: Nature Magazine, the academic journal that int... [link]</td><td>0</td><td>0.6327</td></tr><tr><td>@junerenner ,get a headache when grandson tells how argued w/teachers about Global warming being big hoax. One threatened to flunk him!</td><td>null</td><td>0.4908</td></tr><tr><td>@foxandfriends global warming is like the goldman execs... full of sh*t</td><td>0</td><td>1.0</td></tr><tr><td>Global Warming Baloney: According to the experts at NASA, the difference between weather and climate is a measure ... [link]</td><td>0</td><td>0.7922</td></tr><tr><td>Your Voice: The fraud of global warming: by Tim Michael Case, Tracy Since the early 1970s, our public school syste... [link]</td><td>0</td><td>1.0</td></tr><tr><td>computer forensics experts: are there still any idiots out there that belive global warming is true? [link]</td><td>0</td><td>1.0</td></tr><tr><td>Liberal Looney Toons: Global Warming Alarmist Comes Home With Artic Frost Bite: Gather.com they wont learn huh? lo... [link]</td><td>0</td><td>0.6242</td></tr><tr><td>Dear Global Warming people: It is 52 degrees in S. CA on 4/23. Heat on. [contents of this message are copyrighted and property of author.]</td><td>0</td><td>0.7952</td></tr><tr><td>I am freezing still in Southern California. Global warming fanatics, come visit me. Wear a hat, gloves and down jacket.</td><td>0</td><td>1.0</td></tr><tr><td>@Cubachi you are so on target, Bullshit is even better than the climate change hoax & Gore /Climate change is bullshit #leadersdebate #fact</td><td>0</td><td>1.0</td></tr><tr><td>Climate Change Fraud - The Scandal of Solar Power in Spain [link]</td><td>0</td><td>1.0</td></tr><tr><td>Climate Change Fraud - Global Warming, Ethanol, DDT and ... [link]</td><td>0</td><td>0.8526</td></tr><tr><td>Despite Climategate, LEFT investing heavily in global warming hysteria as new way 2 impose nat'l & international controls on human freedom.</td><td>0</td><td>0.7994</td></tr><tr><td>RT @ClimateDepot: ''Obama does a 3-minute Earth Day video; fails to mention the global warming hoax'' [link]</td><td>0</td><td>1.0</td></tr><tr><td>#ALMS Let me politely suggest that I DO NOT WATCH MOTORSPORTS TO BE LECTURED ON IMAGINARY GLOBAL WARMING! #nascar</td><td>0</td><td>1.0</td></tr><tr><td>Someone go tell the Climate Change crowd to go hang, after they read this: [link]</td><td>0</td><td>1.0</td></tr><tr><td>Gagnon, like most liberals you have been duped by the global warming, socialist propaganda. [link]</td><td>0</td><td>0.7982</td></tr><tr><td>I believe that Global Warming is an international conspiracy perpetrated by GE in order to sell more air conditioners</td><td>0</td><td>1.0</td></tr><tr><td>UN process in danger unless world agrees on climate change - Telegraph [link]</td><td>1</td><td>0.6157</td></tr><tr><td>Does Virginia's Governor Believe In Global Warming? [link]</td><td>null</td><td>0.8182</td></tr><tr><td>\"\"\"@SenatorReid Calls @GrahamBlog's Bluff On Climate Change: 'It's Up To You\"\" ( [link]\"</td><td>null</td><td>0.6015</td></tr><tr><td>Reid To Graham On Climate Change: 'It's Up To You' [link]</td><td>1</td><td>0.5059</td></tr><tr><td>What do you know about climate change? Test your knowledge with the following 10 questions @change [link]</td><td>null</td><td>0.799</td></tr><tr><td>RT @sponsorpitch: Shell's Climate Change #Sponsorship Causes Blogosphere Meltdown [link]</td><td>1</td><td>0.598</td></tr><tr><td>What do you know about climate change? Test your knowledge with the following 10 questions @change [link]</td><td>1</td><td>0.6162</td></tr><tr><td>Global warming you tube explanation you will enjoy #IPCC #teaparty [link]</td><td>null</td><td>0.6656</td></tr><tr><td>Funny how timely oil spill in Gulf and new AZ law have pushed climate change bill away and drawn forth immigration reform.</td><td>null</td><td>0.8049</td></tr><tr><td>Announcement: SPR Principal Jeff Gracer to Moderate Panel on Climate Change at New York City��_ [link]</td><td>null</td><td>1.0</td></tr><tr><td>Tom Switzer: Australia's Changing Climate-Change Climate [link]</td><td>null</td><td>0.8248</td></tr><tr><td>Kindling Controversy: Hansen, McKibben, Revkin & Lomborg of climate change gurus at The Met in NYC 8pm Thurs 4/29/10 [link]</td><td>null</td><td>0.7865</td></tr><tr><td>I uploaded a YouTube video -- MaximsNewsNetwork: ENERGY & CLIMATE CHANGE: U.N.'s BAN KI-MOON (UNTV) [link]</td><td>null</td><td>0.81</td></tr><tr><td>Climate change you tube animation you will like #IPCC #gop [link]</td><td>null</td><td>1.0</td></tr><tr><td>RT @tweetdrudge Reid set to move on climate change bill -- before immigration... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Asking Your Own Man 100 Questions To Discover The Answers You Want ...: ... Climate Change, clinical trials collag... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Attending the Secretary-General��_s press conference to present the report of his Advisory Group on Energy and Climate Change</td><td>null</td><td>0.678</td></tr><tr><td>Meeting Dr. Sultan Al-Jaber, Assistant Foreign Minister, United Arab Emirates and Special Envoy for Energy and Climate Change</td><td>null</td><td>0.6267</td></tr><tr><td>Should You Removal That Mole? : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art,... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Making remarks at launching of report by his Advisory Group on Energy and Climate Change (AGECC) ��_ Energy for Development...</td><td>null</td><td>0.7739</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>null</td><td>1.0</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>null</td><td>1.0</td></tr><tr><td>Discussions on Indigenous Women and Climate Change at the UN [link]</td><td>null</td><td>1.0</td></tr><tr><td>Politico story on the state of play in DC re climate change and #immigration [link]</td><td>null</td><td>0.8149</td></tr><tr><td>The choice that won��_t change the world, and the one that might [link]</td><td>null</td><td>0.8298</td></tr><tr><td>At new school climate change panel, heritage's David Kreutzer just asked audience to wait 3 mins before throwing water bottles at him</td><td>null</td><td>0.8278</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>null</td><td>0.8025</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>null</td><td>0.7857</td></tr><tr><td>Memo On The White House Correspondents Dinner: If You Want To Be Green, Report On Climate Change: I'd never be on... [link]</td><td>null</td><td>0.8238</td></tr><tr><td>Geological Society of America Position Statement on Climate Change  [link]</td><td>null</td><td>0.8145</td></tr><tr><td>Global warming dirt-carbon peril models are wrong, say boffins|Greenhouse experiments show reduced greenhouse .. [link]</td><td>0</td><td>0.6187</td></tr><tr><td>CLIMATE CHANGE: No Deal in Sight, Say Leading Economies of the South: CAPE TOWN, Apr 26 (IPS) - Environment minist... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Senior Technical Advisor: Communities and Climate Change, Environment and Development, New York @UNjobs #jobs [link]</td><td>1</td><td>0.6</td></tr><tr><td>Survey gauges opinions about global warming|Dan Reiland UW-Eau Claire students displayed posters Monday afternoon .. [link]</td><td>null</td><td>1.0</td></tr><tr><td>Survey gauges opinions about global warming|Dan Reiland UW-Eau Claire students displayed posters Monday afternoon .. [link]</td><td>null</td><td>1.0</td></tr><tr><td>Views on Global Warming Vary in Three Countries|(Angus Reid Global Monitor) - People in three countries hold .. [link]</td><td>null</td><td>1.0</td></tr><tr><td>Views on Global Warming Vary in Three Countries|(Angus Reid Global Monitor) - People in three countries hold .. [link]</td><td>null</td><td>1.0</td></tr><tr><td>The choice that won��_t change the world, and the one that might [link]</td><td>null</td><td>1.0</td></tr><tr><td>Connecticut buys into global warming, but some Senate candidates do not|One might assume that, regardless of .. [link]</td><td>null</td><td>0.4146</td></tr><tr><td>Connecticut buys into global warming, but some Senate candidates do not|One might assume that, regardless of .. [link]</td><td>null</td><td>0.6169</td></tr><tr><td>RT @NROcorner: Legislative Steamrolling -- By: Kathryn Jean Lopez: April 26 (Bloomberg) -- Immigration and climate-change legisl... [link]</td><td>null</td><td>0.8222</td></tr><tr><td>(AFX UK Focus) 2010-04-26 20:41 SCENARIOS-Challenges to California climate change law: By Peter Henderson [link]</td><td>null</td><td>0.825</td></tr><tr><td>True RT @drgrist: Larry Shapiro is astute Why immigration reform is getting more traction than climate change in Senate [link]</td><td>null</td><td>0.7758</td></tr><tr><td>SCENARIOS-Challenges to California climate change law: Source: Reuters By Peter Henderson SAN FRANCISCO, April 26 ... [link]</td><td>null</td><td>0.7917</td></tr><tr><td>The Climate of Lindsay Graham's Support for Climate Change Legislation Has Changed: Today Lindsey Graham,... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Arizona's immigration law, climate change legislation stalling--Which issue should Congress focus on now? Poll: [link]</td><td>null</td><td>1.0</td></tr><tr><td>Which is next on Capitol Hill: #immigration or #climate change? [link]</td><td>null</td><td>1.0</td></tr><tr><td>#pr By noon: FoxNews.com/Gene Koprowski seeks experts re: audit of IPCC climate-change report: [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climate change bill stalls amid epic immigration sortie: [link]</td><td>null</td><td>1.0</td></tr><tr><td>CNN: Graham's exit puts climate change bill in limbo: A climate-change bill that was scheduled to be unveiled at a... [link]</td><td>null</td><td>0.5705</td></tr><tr><td>Graham's exit puts climate change bill in limbo [link]</td><td>null</td><td>1.0</td></tr><tr><td>Legislative Steamrolling -- By: Kathryn Jean Lopez: April 26 (Bloomberg) -- Immigration and climate-change legisl... [link]</td><td>null</td><td>0.7927</td></tr><tr><td>Watching &gt;&gt; RT @genosworld Sting and his wife talk to CNN about climate change. [link]</td><td>null</td><td>1.0</td></tr><tr><td>Graham's exit puts climate change bill in limbo [link]</td><td>null</td><td>1.0</td></tr><tr><td>reflections of a rebel: CLIMATE CHANGE AND SOCIAL JUSTICE TOWARDS ...: The more familiar image of green capitalism... [link]</td><td>null</td><td>0.6017</td></tr><tr><td>Legislative Steamrolling -- By: Kathryn Jean Lopez: April 26 (Bloomberg) -- Immigration and climate-change legisl... [link]</td><td>null</td><td>0.806</td></tr><tr><td>Legislative Steamrolling -- By: Kathryn Jean Lopez:  April 26 (Bloomberg) -- Immigration and climate-change legisl... [link]</td><td>null</td><td>1.0</td></tr><tr><td>cnnbrk: Graham's exit from talks puts climate change bill in limbo [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climate scientists get hate mail, abuse|E-mails brimming accusing them of fabricating global warming data flood .. [link]</td><td>null</td><td>0.8409</td></tr><tr><td>Why the GOP's Graham Put the Kibosh on a Climate Bill: Even the industry-friendly Senate global-warming legislatio... [link]</td><td>null</td><td>0.8285</td></tr><tr><td>Graham's exit puts climate change bill in limbo: A climate-change bill that was scheduled to be unveiled at a news... [link]</td><td>null</td><td>0.8116</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unveile... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unveile... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo [link]</td><td>null</td><td>0.8541</td></tr><tr><td>Obama Politics: Pushing Immigration Reform, Sidelining Climate Change: About - News & Issues (blog) Who regularly ... [link]</td><td>null</td><td>0.689</td></tr><tr><td>Tea Party With a Difference: ... climate change really hits will come with instructions in Chinese. Go Green Tea ... [link]</td><td>null</td><td>0.8488</td></tr><tr><td>US Climate change bill stalls in Senate [link]</td><td>null</td><td>1.0</td></tr><tr><td>Gawker: Logic Report: Lindsey Graham's Climate Change Bill Flip-Flop [Polidicks] [link]</td><td>null</td><td>1.0</td></tr><tr><td>Logic Report: Lindsey Graham's Climate Change Bill Flip-Flop [Polidicks] [link]</td><td>null</td><td>1.0</td></tr><tr><td>Passing Any Legislation At All Will Kill the Climate Change Bill: [link]</td><td>null</td><td>0.6208</td></tr><tr><td>Portfolio Lighting Delivers Broad Assortment Lighting For The Home ...: ... Climate Change, clinical trials collag... [link]</td><td>null</td><td>1.0</td></tr><tr><td>New delay in Senate climate change bill [link]</td><td>null</td><td>1.0</td></tr><tr><td>The Sunday Word: Energy: Lawmakers decided to delay the unveiling of their bipartisan climate change and energy b... [link]</td><td>null</td><td>0.7923</td></tr><tr><td>Decision Time ��_ UK Election & Climate Change [link]</td><td>null</td><td>1.0</td></tr><tr><td>Peoples World: GRAND RAPIDS, Mich. - Opponents of climate change legislation typically argue that regulating globa... [link]</td><td>null</td><td>0.407</td></tr><tr><td>Graham Threatens to Pull Energy Bill Sponsorship: Senator Lindsey Graham, a central architect of a climate change... [link]</td><td>null</td><td>1.0</td></tr><tr><td>cnnbrk: Sen. Graham's move imperils Dems' push for immigration, climate change bills. [link]</td><td>null</td><td>0.6801</td></tr><tr><td>Cafe Scientifique presents global warming talk, film|The April Cafe Scientifique presentation will be on the .. [link]</td><td>null</td><td>0.598</td></tr><tr><td>Survey Finds US Doesn't Give a ***** About Climate Change: A new survey conducted by HSBC finds that in cities aro... [link]</td><td>null</td><td>0.6818</td></tr><tr><td>Cafe Scientifique presents global warming talk, film|The April Cafe Scientifique presentation will be on the .. [link]</td><td>null</td><td>0.591</td></tr><tr><td>Best Core Exercise: Plank/Back Extension - Gaiam Blog: affirmation burn-calories change climate change diet energy... [link]</td><td>null</td><td>0.8156</td></tr><tr><td>Alexia Parks: Global Warming of the Heart|Earth Day is over. Or is it? Thousands of conscious actions took place .. [link]</td><td>1</td><td>0.5957</td></tr><tr><td>Alexia Parks: Global Warming of the Heart [link]</td><td>null</td><td>0.8067</td></tr><tr><td>Alexia Parks: Global Warming of the Heart|Earth Day is over. Or is it? Thousands of conscious actions took place .. [link]</td><td>null</td><td>0.5904</td></tr><tr><td>Alexia Parks: Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of consc... [link]</td><td>1</td><td>0.5086</td></tr><tr><td>Alexia Parks: Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of consc... [link]</td><td>null</td><td>0.7907</td></tr><tr><td>Survey Finds US Doesn't Give a Shit About Climate Change: [link]</td><td>null</td><td>1.0</td></tr><tr><td>RT @Public_Citizen here's where to start the talk about climate change [link]</td><td>null</td><td>1.0</td></tr><tr><td>Webb Touts Global Warming Department|LITTLE ROCK - The Arkansas lawmaker who authored legislation that created .. [link]</td><td>null</td><td>1.0</td></tr><tr><td>Webb Touts Global Warming Department|LITTLE ROCK - The Arkansas lawmaker who authored legislation that created .. [link]</td><td>null</td><td>0.8618</td></tr><tr><td>Climate Bill Drops on Monday -- Or Not: The long-awaited Senate climate change bill being brokered by Senators Ker... [link]</td><td>null</td><td>0.7989</td></tr><tr><td>RT @TribecaFilmFest: RT @jpatricof: @jessicaalba and sebastian copeland at premiere of climate of change right now #tribeca</td><td>null</td><td>0.777</td></tr><tr><td>Climatologists, Meteorologists Divided on Global Warming [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climate science's chinese whispers: The books that separate global warming fact from fiction|The culture shock of .. [link]</td><td>null</td><td>1.0</td></tr><tr><td>Don Blankenship Calls Efforts On Mine Safety Regulation 'As Silly As Global Warming' [link]</td><td>0</td><td>0.7778</td></tr><tr><td>RT @MediaFixBlog: If you missed report on U.S. news groups working together on climate change project.  [link]</td><td>null</td><td>0.806</td></tr><tr><td>Sarah Palin On Climate Change [link]</td><td>null</td><td>1.0</td></tr><tr><td>Don Blankenship Calls Efforts On Mine Safety Regulation 'As Silly As Global Warming': At his Labor Day anti-union... [link]</td><td>0</td><td>0.5745</td></tr><tr><td>#Global warming vs Shangri-la? [link]</td><td>null</td><td>1.0</td></tr><tr><td>CLIMATE: Top coal execs to testify before global warming panel [link]</td><td>null</td><td>0.8216</td></tr><tr><td>WaterSISWEB: Integrated Regional Water Management Climate Change Document Clearinghouse [link]</td><td>null</td><td>0.8058</td></tr><tr><td>CLIMATE: Top coal execs to testify before global warming panel [link]</td><td>null</td><td>1.0</td></tr><tr><td>In with Immigration, Out with Climate Change? [link]</td><td>null</td><td>0.6061</td></tr><tr><td>2009: year in which sceptics stole running on climate change|Australian business could show our politicians the .. [link]</td><td>null</td><td>0.6</td></tr><tr><td>Check this video out -- The Business of Climate Change Conference 2009 [link]</td><td>null</td><td>1.0</td></tr><tr><td>RT @yvettethijm: RT @boingboing Video: Larry Brilliant on the volcano and climate change - Boing Boing [link]</td><td>null</td><td>0.7816</td></tr><tr><td>Earth Day at 40: The Politics Finally Erupt: [link]</td><td>null</td><td>0.7852</td></tr><tr><td>\"Paul Rogat Loeb: \"\"'Soul Of A Citizen': Jesus And Climate Change - The Journey Of Evangelical Leader Rich Cizik\"\" - [link]\"</td><td>null</td><td>1.0</td></tr><tr><td>Climate-Change Bill Avoids ?Cap-and-Trade? Tag in U.S. Senate|April 22 (Bloomberg) -- When Tea Party activists .. [link]</td><td>null</td><td>0.8294</td></tr><tr><td>CLIMATE: Top coal execs to testify before global warming panel [link]</td><td>null</td><td>1.0</td></tr><tr><td>RT @dbiello: US climate change negotiating plans revealed! [link]</td><td>null</td><td>0.787</td></tr><tr><td>Overheard: from Carol Browner, Assistant to the President for Energy and Climate Change - She mentioned that... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Maria Rodale: Does Climate Change Exist, and Does It Even Matter?: It amazes me, really, how many different views... [link]</td><td>null</td><td>0.5799</td></tr><tr><td>Maria Rodale: Does Climate Change Exist, and Does It Even Matter?: It amazes me, really, how many different views... [link]</td><td>null</td><td>0.5959</td></tr><tr><td>Stay Glued to Your Fitness Plan : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip ar... [link]</td><td>null</td><td>0.8093</td></tr><tr><td>Media(ted) discourses and climate change: a focus on political subjectivity and (dis) engagement [link]</td><td>null</td><td>0.7991</td></tr><tr><td>RT @grittv: American media isn't putting out much on Climate Change. That's why you should watch GRIT's take![link]</td><td>null</td><td>0.754</td></tr><tr><td>American media isn't putting out much on Climate Change. That's why you should watch GRIT's take![link]</td><td>1</td><td>0.6242</td></tr><tr><td>RT @pwire: Going big: After health care, Democrats still plan legislation on bank reform, climate change and immigration... [link]</td><td>null</td><td>0.7835</td></tr><tr><td>RT @pwire: Going big: After health care, Democrats still plan legislation on bank reform, climate change and immigration... [link]</td><td>null</td><td>1.0</td></tr><tr><td>RT @pwire: Going big: After health care, Democrats still plan legislation on bank reform, climate change and immigration... [link]</td><td>null</td><td>0.7749</td></tr><tr><td>Going big: After health care, Democrats still plan legislation on bank reform, climate change and immigration... [link]</td><td>null</td><td>0.7918</td></tr><tr><td>Superb Valentine's Day Gifts For Your Kitchen : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, cli... [link]</td><td>null</td><td>1.0</td></tr><tr><td>John Fugelsang, Climate Change, and Coal Goes Shopping: Gun advocates rallied this week in support of their rig... [link]</td><td>null</td><td>1.0</td></tr><tr><td>@hawkeviper so, you are a 'No' then on global warming then and the results of that...</td><td>null</td><td>0.7753</td></tr><tr><td>Climate change reporting project involves Slate,Wired,PBS,CIR,Atlantic & Mother Jones [link]</td><td>null</td><td>0.6101</td></tr><tr><td>Skirmishes renewed at U.N. global warming conference|Climate talks nearly ground to a halt before they began in .. [link]</td><td>null</td><td>0.8035</td></tr><tr><td>Skirmishes renewed at U.N. global warming conference|Climate talks nearly ground to a halt before they began in .. [link]</td><td>null</td><td>0.8233</td></tr><tr><td>Simple Tips for Shopping for Grooved Tungsten Ring Online : A ...: ... Climate Change, clinical trials collagen, c... [link]</td><td>null</td><td>0.8061</td></tr><tr><td>Labour Policies : Environment, Climate Change and Energy Policy: Labour's environment, energy and climate change p... [link]</td><td>null</td><td>0.8094</td></tr><tr><td>U.N. Climate Panel Gets an 'F': An audit of the United Nations' landmark climate change report gave 21 of the 44 c... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climate change and our identity [link]</td><td>null</td><td>0.7994</td></tr><tr><td>Climate change and our identity [link]</td><td>1</td><td>0.8025</td></tr><tr><td>Brilliant Tips For Valentine's Day : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Via Kevin Drum: Capitalism and Climate Change: Over at the Climate Desk, Clive Thompson writes that althoug... [link]</td><td>null</td><td>0.59</td></tr><tr><td>RT @rabbleca What is the People's World Referendum on Climate Change? [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climate change's 'evil twin' [link]</td><td>null</td><td>0.8324</td></tr><tr><td>RT @WHY_RU_Talking: Itz cold -_- {We could put our bodies together n start global warming}</td><td>null</td><td>0.811</td></tr><tr><td>Retro Video Games Consoles For Valentine's Day Gifts : A Screaming ��_O��_: ... Climate Change, clinical trials collag... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Will the Iceland Volcano Change the Climate?: While volcanoes can cause changes to Earth's climate, recent eruptio... [link]</td><td>null</td><td>0.6136</td></tr><tr><td>Tips for Adopting A Canine : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, cl... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Podcast:unrest in Thailand; Iran's nuclear summit;DC climate change conference ; SASC debates ballistic missile defense [link]</td><td>null</td><td>1.0</td></tr><tr><td>Internet Dating : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, clothes, clot... [link]</td><td>null</td><td>0.9135</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>Food Lovers Fat Loss System Review : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Watchdog backs DfT climate change advert|A clever television advert claiming car pollution is the worst .. [link]</td><td>null</td><td>0.7918</td></tr><tr><td>global warming play decide; info & discussion game|This is a structured discussion in three stages on global .. [link]</td><td>null</td><td>0.8237</td></tr><tr><td>[link]</td><td>null</td><td>1.0</td></tr><tr><td>The Tension Set Wedding Rings Can Be Found Styles to Fit Every ...: ... Climate Change, clinical trials collagen, ... [link]</td><td>null</td><td>1.0</td></tr><tr><td>State climate change regulations face opposition ��_ New Mexico ...: Turner argued that the issue should be addresse... [link]</td><td>null</td><td>0.8175</td></tr><tr><td>The Advantages Of Using An Elliptical Cross Trainer Before You Go ...: ... Climate Change, clinical trials collage... [link]</td><td>null</td><td>1.0</td></tr><tr><td>M-Edge Touring Kindle Sleeve , Yellow | Global Warming Advices [link]</td><td>null</td><td>0.674</td></tr><tr><td>The Advantages of Owning a Commercial-Grade Treadmill : A ...: ... Climate Change, clinical trials collagen, clini... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Selecting The Proper Music For The Perfect Valentine's Day : A ...: ... Climate Change, clinical trials collagen, ... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Key Lessons for Married women looking for Married : A Screaming ��_O��_: ... Climate Change, clinical trials collagen,... [link]</td><td>null</td><td>0.7994</td></tr><tr><td>Can a Book on Geoengineering Change the Climate Conversation? [link]</td><td>null</td><td>0.8231</td></tr><tr><td>Can a Book on Geoengineering Change the Climate Conversation? [link]</td><td>null</td><td>0.797</td></tr><tr><td>How People Are Often finding themselves Waiting In A Long Line To ...: ... Climate Change, clinical trials collage... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Basic Rules To Think About When Beginning A Advertising Campaign ...: ... Climate Change, clinical trials collagen... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Drilling and Climate Change [link]</td><td>null</td><td>1.0</td></tr><tr><td>Can a Book on Geoengineering Change the Climate Conversation? [link]</td><td>null</td><td>0.5678</td></tr><tr><td>Can a Book on Geoengineering Change the Climate Conversation? [link]</td><td>null</td><td>1.0</td></tr><tr><td>Gather Info on How to Whiten Teeth : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip... [link]</td><td>null</td><td>1.0</td></tr><tr><td>How To Get Your Ex Back : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, cloth... [link]</td><td>null</td><td>0.8085</td></tr><tr><td>Ask the ministers: climate change and energy election debate | Politics | guar.. [link]</td><td>null</td><td>1.0</td></tr><tr><td>USA: Climate Change Policy Update - April 12, 2010  [link]</td><td>null</td><td>0.8215</td></tr><tr><td>Questions on Climate Change? Stormfront Has an Answer [link]</td><td>null</td><td>1.0</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>null</td><td>0.8008</td></tr><tr><td>USA: Climate Change Policy Update - April 12, 2010  [link]</td><td>null</td><td>0.7874</td></tr><tr><td>RT @cosmicjester: Best propaganda poster ever. [link]</td><td>null</td><td>1.0</td></tr><tr><td>#update garp_erp: Energy News: Energy headlines: Police quiz climate change sceptics ��_ FT BP to press on with [link]</td><td>null</td><td>0.5787</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>null</td><td>1.0</td></tr><tr><td>USA: SEC Issues Guidance on Climate Change Disclosures [link]</td><td>null</td><td>0.7963</td></tr><tr><td>UN agrees to host two more rounds of climate change talks before summit in Mexico [link]</td><td>null</td><td>1.0</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>null</td><td>1.0</td></tr><tr><td>Issue 2 of WIREs Climate Change now available FREE online! [link]</td><td>null</td><td>1.0</td></tr><tr><td>Crunch time for climate change bill - The Hill's E2-Wire [link]</td><td>null</td><td>0.8085</td></tr><tr><td>Senators prepare compromise climate change bill - Yahoo! News [link]</td><td>null</td><td>0.8087</td></tr><tr><td>-- Press Releases April 2010 - Climate change negotiators agree on intensified .. [link]</td><td>null</td><td>0.7667</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>null</td><td>1.0</td></tr><tr><td>@SooperMexican Global warming. Clearly.</td><td>1</td><td>0.7898</td></tr><tr><td>@sensible Tornados, Global warming, hurricanes.</td><td>null</td><td>0.803</td></tr><tr><td>Is climate change a moral issue? What would God say? - Green House - USATODAY.com [link]</td><td>null</td><td>0.8108</td></tr><tr><td>Aid News - Copenhagen brought change of climate in Sino-India ties: Ramesh [link]</td><td>null</td><td>0.7844</td></tr><tr><td>No matter if you believe in global warming or not, we can all do our part to live better and save money/resources:  [link]</td><td>null</td><td>1.0</td></tr><tr><td>NPR's Science Friday and Global Warming: [link]</td><td>null</td><td>0.7936</td></tr><tr><td>Visualizations | Climate Change [link]</td><td>null</td><td>1.0</td></tr><tr><td>@jiminhofe to Address Global Warming Skeptics at 4th ICCC. [link] #agw #tcot #tlot #climate</td><td>null</td><td>0.4027</td></tr><tr><td>GREEN: Climate Change Wyss Fellow - Sierra Nevada Alliance:  [link]</td><td>null</td><td>1.0</td></tr><tr><td>GREEN: Climate Change Wyss Fellow:  [link]</td><td>null</td><td>0.6034</td></tr><tr><td>Ezra Klein - Sen. Lindsey Graham: 'I care equally about immigration and climate change': [link]</td><td>1</td><td>0.5865</td></tr><tr><td>RT @PDofRSD: Climate scientist sues newspaper for 'poisoning' global warming debate | Environment | guardian.co.uk [link]</td><td>null</td><td>0.8259</td></tr><tr><td>PostPartisan - Harry Reid's hapless play on immigration and climate change: [link]</td><td>null</td><td>0.8282</td></tr><tr><td>garp_erp: Energy News: Energy headlines: Police quiz climate change sceptics - FT BP to press on with Canada o... [link]</td><td>null</td><td>1.0</td></tr><tr><td>I never smile, because when I do the sun comes out. 2 combat global warming, I often refrain from having fun. My smile can brighten the day.</td><td>null</td><td>0.597</td></tr><tr><td>Ways The Difficult Economy has Helped people Focus on Family and ...: ... Climate Change, clinical trials collagen... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climate Change Bill In Limbo Following White House Push For Immigration Reform: The bill is not dead but it��_s in E... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Get Your Dunkin: Workout plan, Tenther, The Simpsons, Macbeth, Wine country Climate Change, Census 2010 [link]</td><td>null</td><td>0.6058</td></tr><tr><td>.@PollySigh1 & it has made Frank Luntz talking points on climate change impotent as now the focus is on immigration reform! great job!</td><td>null</td><td>0.7853</td></tr><tr><td>Lindsey is out.  Only GOP Sponsor Jumps Ship From Obama's Climate Change Bill [link]</td><td>null</td><td>0.7719</td></tr><tr><td>Veteran #climate activist asks for name change for Earth [link]</td><td>null</td><td>0.627</td></tr><tr><td>Trigger Numbers Online Roulette Scam : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, cl... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climate scientist sues newspaper for ��_poisoning��_ global warming debate [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climate scientist sues newspaper for ��_poisoning��_ global warming debate [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climate scientist sues newspaper for ��_poisoning��_ global warming debate [link]</td><td>null</td><td>0.8133</td></tr><tr><td>POLITICO: Graham's own private climate change - Glenn Thrush - Graham's own private #climatechange: [link]</td><td>null</td><td>1.0</td></tr><tr><td>Democratic leader moves immigration bill ahead of climate change as a Senate priority: WASHINGTON (AP) ��_ Senate Ma... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Keeping A Migraine At Bay : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, clo... [link]</td><td>null</td><td>0.8163</td></tr><tr><td>RT @GClugo: RT @guardianscience Climate scientist sues newspaper for 'poisoning' global warming debate [link]</td><td>null</td><td>0.8282</td></tr><tr><td>RT @guardianeco #Climate scientist sues newspaper for 'poisoning' global warming debate [link]</td><td>null</td><td>0.7906</td></tr><tr><td>In a half hour, Carol Browner, Assistant to the President for Energy & Climate Change, will answer questions live: [link]</td><td>null</td><td>0.4091</td></tr><tr><td>Earth Day Live Chat with Carol Browner, Director of the Office of Energy and Climate Change Policy for the Obama Admin  [link]</td><td>null</td><td>0.7894</td></tr><tr><td>Can you hedge against climate change? Read this [link]</td><td>null</td><td>0.5833</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>Global Warming Fact or Myth? (Daily Green) [link]</td><td>null</td><td>1.0</td></tr><tr><td>Kerry releases #climate change law this week. How does it affect the sector? find out by reading The Week In Green Energy [link]</td><td>null</td><td>0.7956</td></tr><tr><td>\"Klein: \"\"A '50-50' chance that the Senate passes a climate change bill this year?\"\" [link]\"</td><td>null</td><td>1.0</td></tr><tr><td>@andychrism Here's a link to the volcano &lt;--&gt; global warming story [link]</td><td>1</td><td>0.507</td></tr><tr><td>@andychrism Yes. I have heard at least one person make the connection between the volcano and global warming.</td><td>null</td><td>0.7775</td></tr><tr><td>\"@brysown1 I think it will be \"\"The Man that controls global warming is racist\"\".\"</td><td>null</td><td>1.0</td></tr><tr><td>What I Leaned This Week: Global warming, famine, nuclear annihilation - no threat to humanity is more dangerous than the Double Down.</td><td>1</td><td>0.4873</td></tr><tr><td>Calif. Trucking Assn. joins fight to suspend state's climate-change law. (E&ENewsPM) #climatechange</td><td>null</td><td>0.8205</td></tr><tr><td>@owillis Birthers. Global warming deniers. Young-earth Creationists. And Neil Armstrong complains about Obama��_s NASA budget.</td><td>1</td><td>0.4046</td></tr><tr><td>RT @redostoneage: NASAs changing Facts; Guess they thought you wouldnt notice #global warming #climate change #eco [link]</td><td>null</td><td>0.6418</td></tr><tr><td>Hill @E2Wire:Crunch time for climate change bill - [link]</td><td>null</td><td>0.6017</td></tr><tr><td>Will Supreme Court nomination bump climate change debate into next year? [link]</td><td>null</td><td>0.8042</td></tr><tr><td>RT @latimesgreen: A religious take on climate change [link]</td><td>null</td><td>1.0</td></tr><tr><td>Great Tom Toles #climate change cartoon: [link]</td><td>null</td><td>1.0</td></tr><tr><td>A religious take on climate change [link]</td><td>null</td><td>0.8239</td></tr><tr><td>One Hot Topic: K-12 Web Sites About Global Warming: By Gail Junion-Metz -- School Library Journal, 5/1/2010 This s... [link]</td><td>null</td><td>0.798</td></tr><tr><td>A religious spin on climate change.[link]</td><td>null</td><td>0.8061</td></tr><tr><td>Los Angeles: A religious spin on climate change [link]</td><td>null</td><td>0.8239</td></tr><tr><td>RT @ZachBehrens RT @KQED_CapNotes Initiative campaign to suspend global warming law AB32 reports $973K raised... $500k from oil comp Valero</td><td>null</td><td>1.0</td></tr><tr><td>Panel Debates Business Cost Of Calif. Global Warming Law|SAN DIEGO ? Panelists debated the economic merits of .. [link]</td><td>null</td><td>0.6703</td></tr><tr><td>@madlyv really, wtf?!  global warming?  : )</td><td>null</td><td>0.8059</td></tr><tr><td>Does Northrop Bob Grumman McDonnell Believe in Global Warming?: By David Swanson (about the author) Page 1 of 1 pa... [link]</td><td>null</td><td>1.0</td></tr><tr><td>SAARC plans expert group on climate change [link]</td><td>null</td><td>0.6073</td></tr><tr><td>Libertarians may debate the merits of global warming, but not the worthiness of an emissions market. [link]</td><td>null</td><td>0.7917</td></tr><tr><td>Hide the Decline' Global Warming Video Creator Says Mann Backlash Effort to ...: If you try to sweep your problem... [link]</td><td>null</td><td>0.6162</td></tr><tr><td>Some Advices On How To Avoid Your Partner Getting Involved In ...: ... Climate Change, clinical trials collagen, c... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Industry Insiders: Michaelangelo L'Acqua, Global Warming: When Michaelangelo L'Acqua first entered the high stakes... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Saving the Hollywood sign; ballot initiatives; Iceland��_s volcano and global warming [link]</td><td>null</td><td>0.7847</td></tr><tr><td>Saving the Hollywood sign; ballot initiatives; Iceland��_s volcano and global warming [link]</td><td>null</td><td>0.8053</td></tr><tr><td>Saving the Hollywood sign; ballot initiatives; Iceland��_s volcano and global warming [link]</td><td>null</td><td>1.0</td></tr><tr><td>Letter: Global warming in God's hands ��_ Knoxville News Sentinel  [link]</td><td>null</td><td>0.6034</td></tr><tr><td>Long-term fortune favours the brave on climate change [link]</td><td>1</td><td>0.5846</td></tr><tr><td>Dedication And Persistence Necessary For Homegrown Hydroponics : A ...: ... Climate Change, clinical trials collag... [link]</td><td>null</td><td>1.0</td></tr><tr><td>news break story  -  Reid set to move on climate change bill ahead of immigration [link]</td><td>null</td><td>1.0</td></tr><tr><td>Global warming retreat ��_ except for California's government: The state air board in its wisdom continues to advanc... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Only 12% of Americans Are Very Worried About Global Warming. E.P.A. Makes Its Case on Climate Change - [link]</td><td>null</td><td>0.79</td></tr><tr><td>Immigration reform and climate change: A tale of two issues in the Senate [link]</td><td>null</td><td>1.0</td></tr><tr><td>Environmental Groups Praise BASIC Meeting on Climate Change: Environmental groups are giving qualified praise to a... [link]</td><td>null</td><td>0.8052</td></tr><tr><td>Environmental Groups Praise BASIC Meeting on Climate Change: Environmental groups are giving qualified praise to a... [link]</td><td>1</td><td>0.6177</td></tr><tr><td>(UIY) Kerry: Action on climate bill remains likely (AP): AP - The Democratic sponsor of climate change legisl... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Immigration reform and climate change: A tale of two issues in the Senate [link]</td><td>null</td><td>1.0</td></tr><tr><td>GLOBAL WARMING: Is James Cameron a Genocidal Maniac?: by John Nolte Either James Cameron is a genocidal maniac or ... [link]</td><td>null</td><td>0.7777</td></tr><tr><td>Brooke Shields annoyed with 'global warming doesn't exist' reports [link]</td><td>null</td><td>0.597</td></tr><tr><td>Q: Should we focus our energy on climate change before immigration? (via @ztf) #GOODasks</td><td>1</td><td>0.782</td></tr><tr><td>A Tale of 2 Issues: Why immigration reform is getting more traction than climate change in Senate [link]</td><td>null</td><td>0.8534</td></tr><tr><td>RT @GOODfeed: Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>null</td><td>1.0</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>null</td><td>1.0</td></tr><tr><td>Climbing Out Of The Dark: Social Justice Replaces Global Warming!: Climate change hanging on by it's fingernails. ... [link]</td><td>null</td><td>0.6042</td></tr><tr><td>I'd like to know who gives a rat's ass if immigration comes before climate change. DO YOUR JOBS regardless of ORDER. #childrenactbetter</td><td>null</td><td>0.5832</td></tr><tr><td>Brooke Shields Upset With Reports That Global Warming Doesn't Exist [link]</td><td>null</td><td>0.5889</td></tr><tr><td>That Actual Provide Utilizing Automatic Global trade Swapping : A ...: ... Climate Change, clinical trials collage... [link]</td><td>null</td><td>0.8116</td></tr><tr><td>Brooke Shields Upset With Reports that Global Warming Doesn't Exist: FOXNews By Hollie McKay The subject of global... [link]</td><td>null</td><td>0.5872</td></tr><tr><td>Environmental Economics: Note to Environmentalists Part II: The climate change bill that was supposed to be unveil... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Environmental Economics: Note to Environmentalists Part II: The climate change bill that was supposed to be unveil... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Only a Third of Americans Believe Global Warming is Human-Caused: By Bob Ellis on April 26th, 2010 Good news! What... [link]</td><td>null</td><td>0.4283</td></tr><tr><td>Podcast. Climate Change, Immigration Reform and California [link]</td><td>null</td><td>1.0</td></tr><tr><td>Geoff Jenkins, chairman of the United Nations Intergovernmental Panel on Climate Change [link]</td><td>null</td><td>1.0</td></tr><tr><td>Retuning Of Love : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, clothes, clo... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Fox News Watch Cites Media Research Center Study on Global Warming Coverage [link]</td><td>null</td><td>1.0</td></tr><tr><td>Fox News Watch Cites Media Research Center Study on Global Warming Coverage: By Kyle Drennen (Bio | Archive) On Sa... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Graham's exit puts climate change bill in limbo (@cnn) [link]</td><td>null</td><td>0.5727</td></tr><tr><td>Soccer fever hits Namibia on global warming - by Carlos Kambaekwa: New Era OMUTHIYA - The chairman of the NFA Oshi... [link]</td><td>null</td><td>0.8025</td></tr><tr><td>via @cnnbrk cnnbrk: Graham's exit from talks puts climate change bill in limbo [link]</td><td>null</td><td>1.0</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unvei... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo: A climate-change bill that was scheduled to be unveile... [link]</td><td>null</td><td>0.8009</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo [link]</td><td>null</td><td>1.0</td></tr><tr><td>ADVENTURES IN EPISTEMIC OPENING: Mark Levin vs Jim Manzi on Global Warming: The fancy phrase ��_epistemic closure��_ m... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Senate dispute puts climate legislation on hold|Associated Press WASHINGTON ? Long-awaited climate change .. [link]</td><td>null</td><td>0.8199</td></tr><tr><td>Global warming: The Oxburgh Inquiry was an offer he couldn't refuse.: When Lord Oxburgh was requested to chair the... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Gawker: Logic Report: Lindsey Graham's Climate Change Bill Flip-Flop [Polidicks]: ��_ [link]</td><td>null</td><td>1.0</td></tr><tr><td>A Simple Guide To Head Shaving : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art... [link]</td><td>null</td><td>1.0</td></tr><tr><td>(UIY) Climate bill placed on hold over Senate dispute (AP): AP - Long-awaited climate change legislation was ... [link]</td><td>null</td><td>0.7859</td></tr><tr><td>(UIY) Climate bill placed on hold over Senate dispute (AP): AP - Long-awaited climate change legislation was ... [link]</td><td>null</td><td>0.819</td></tr><tr><td>Climate Bill Placed on Hold Over Senate Dispute|WASHINGTON -- Long-awaited climate change legislation was put on .. [link]</td><td>null</td><td>0.5961</td></tr><tr><td>Americans Dont Give A **** About Global Warming, Survey Says: Retail investors from cities other than in the US fe... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Will Indigenous People Be Included in UN Climate Change Policies? [link]</td><td>null</td><td>0.6017</td></tr><tr><td>via @cnnbrk cnnbrk: Sen. Graham's move imperils Dems' push for immigration, climate change bills. [link]</td><td>null</td><td>0.865</td></tr><tr><td>THR: Climate bill gives polluter and nuclear breaks - WASHINGTON (Reuters) - The U.S. climate change bill expected ... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Global Warming: The New Ombudsman? | Eurasia Review: By Sonali Huria for IPCS Global warming has purportedly put t... [link]</td><td>null</td><td>0.7554</td></tr><tr><td>@WordtotheBrides Just read your blog! And 1) Awesome 2) Who holds a climate change conference in Cancun?</td><td>null</td><td>1.0</td></tr><tr><td>Brochure on Global Warming 1992: Brochure on Global Warming 1992 added by: neham 0 comments [link]</td><td>null</td><td>0.7967</td></tr><tr><td>Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of conscious actions t... [link]</td><td>null</td><td>0.5704</td></tr><tr><td>THR: Climate bill gives polluter and nuclear breaks - WASHINGTON (Reuters) - The U.S. climate change bill expected ... [link]</td><td>null</td><td>1.0</td></tr><tr><td>Fat Loss Program : A Screaming ��_O��_: ... Climate Change, clinical trials collagen, clinique, clip art, clothes, clo... [link]</td><td>null</td><td>1.0</td></tr><tr><td>null</td><td>null</td><td>null</td></tr><tr><td>WASHINGTON - The term Green Movement was not yet in vogue, and there was little talk of combating global warming. [link]</td><td>1</td><td>0.6185</td></tr><tr><td>TFF 2010: Jessica Alba, Brian Hill Talk 'Climate of Change' [link]</td><td>null</td><td>0.8033</td></tr><tr><td>\"Natives gather in Bolivia to criticize \"\"Copenhagen club.\"\" [link]\"</td><td>null</td><td>0.8459</td></tr><tr><td>Money | The Graham-Kerry-Lieberman global warming bill faces a hostile climate ...: World Magazine AP/Photo by Har... [link]</td><td>null</td><td>0.6254</td></tr><tr><td>WASHINGTON - There was no green movement yet and little talk of global warming. [link]</td><td>null</td><td>0.6004</td></tr><tr><td>Check this video out -- George Carlin on Global Warming [link]</td><td>null</td><td>0.7994</td></tr><tr><td>RealClearPolitics - Global Warming Panic Attack: With the Senate about to begin a long-awaited debate over energy ... [link]</td><td>null</td><td>1.0</td></tr><tr><td>RT @Earth_News: Guardian: Climate scientist sues newspaper for 'poisoning' global warming debate [link]</td><td>null</td><td>0.5054</td></tr><tr><td>Live #ChapmanU Climate Conference:  Exciting! Climate debate coming up at 4:30.  Causes pf climate change?   [link]</td><td>null</td><td>0.511</td></tr><tr><td>Looks like some ppl just gave some more $fuel$ to slow down the California global warming law #AB32. [link]</td><td>null</td><td>0.6147</td></tr><tr><td>In November of 2008, I really wouldn't have predicted that immigration reform might move before climate-change legislation. /via @ezraklein</td><td>null</td><td>0.63</td></tr><tr><td>Global warming probability poll update: OCRegister (blog) And my favorite: 39 times as many people believe our bel... [link]</td><td>null</td><td>1.0</td></tr><tr><td>RT @LAist: Photos: Protesters Take on Valero Over Initiative that Would Change California's Landmark Climate Bill: [link]</td><td>null</td><td>0.7967</td></tr><tr><td>LAist| Protesters Take on Valero Over Initiative that Would Change California's Landmark Climate Bill: ��_��_��_��_��_��_��_For ... [link]</td><td>null</td><td>0.6</td></tr><tr><td>Co-host Meredith Vieira talking about global warming on NBC��_s Today , January 8, 2007. [link]</td><td>null</td><td>0.7819</td></tr><tr><td>[CAMPAIGN] ASA dismisses complaints against DfT climate change ad: LONDON - The Advertising Standards Authority (A... [link]</td><td>null</td><td>1.0</td></tr><tr><td>RT @globetrottgirl I'm doing my part in contributing to both global warming and depletion of the ozone layer. I'm hot and sometimes, I fart.</td><td>null</td><td>0.5839</td></tr></tbody></table></div>"]}}],"execution_count":19},{"cell_type":"markdown","source":["### End of lab"],"metadata":{}},{"cell_type":"markdown","source":["### Hands-on lab"],"metadata":{}},{"cell_type":"markdown","source":["What does the distribution of tweets that were rated as expressing believe or non-believe in climate change look like?\n\nLet's try this in `SQL`. We begin by creating a temp view of the data frame.\n\nHINT: Use `count()`, group by `existence` and sort."],"metadata":{}},{"cell_type":"code","source":["gwDF.createOrReplaceTempView(\"gwDF_tempView\")"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":23},{"cell_type":"code","source":["%sql\n\n-- Put your solution here"],"metadata":{},"outputs":[],"execution_count":24},{"cell_type":"code","source":["%sql\n\n-- maximize this cell to see the solution\n\nselect existence, count(*) from gwDF_tempView group by existence order by existence;"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>existence</th><th>count(1)</th></tr></thead><tbody><tr><td>null</td><td>1960</td></tr><tr><td>0</td><td>1075</td></tr><tr><td>1</td><td>3055</td></tr></tbody></table></div>"]}}],"execution_count":25},{"cell_type":"markdown","source":["### End of Lab"],"metadata":{}},{"cell_type":"markdown","source":["One of the insights we got from the hands-on lab above is that there are a lot of missing values. Let's drop those."],"metadata":{}},{"cell_type":"code","source":["gwDF_clean = gwDF.dropna()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":28},{"cell_type":"code","source":["display(gwDF_clean)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>tweet</th><th>existence</th><th>confidence</th></tr></thead><tbody><tr><td>Global warming report urges governments to act|BRUSSELS, Belgium (AP) - The world faces increased hunger and .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fighting poverty and global warming in Africa [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>0.8786</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>1</td><td>0.8087</td></tr><tr><td>RT @sejorg: RT @JaymiHeimbuch: Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Migratory Birds' New Climate Change Strategy: Stay Home [link]</td><td>1</td><td>1.0</td></tr><tr><td>Southern Africa: Competing for Limpopo Water: Climate change will bring higher temperatures to Southe... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>0.9073</td></tr><tr><td>Blog|A preliminary analysis suggests that natural gas could contribute far more to global warming than previously .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ecotone: #Climate change from a #population perspective [link]</td><td>1</td><td>0.5488</td></tr><tr><td>Climate change blamed as coastal whale migration dwindles ��_ Ventura County.. [link]</td><td>1</td><td>0.8823</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness.  CNSNews.com -  [link]</td><td>1</td><td>0.75</td></tr><tr><td>For #EarthDay Global warming could affect patient symptoms [link]</td><td>1</td><td>1.0</td></tr><tr><td>Wait here's an idea: it's natural climate change, not human induced global warming. [link]</td><td>0</td><td>0.6648</td></tr><tr><td>EPA issues report on U.S. climate change indicators - warming is having measurable effect across ecosystems [link]</td><td>1</td><td>1.0</td></tr><tr><td>QUT researchers track climate change [link]</td><td>1</td><td>0.5194</td></tr><tr><td>Global Warming: Ocean chemistry is changing faster than it has in 800,000 years: And that's because of the carbon ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Topography of Mountains Could Complicate Rates of Global Warming: ScienceDaily (Apr. 25, 2010) ��_ A new study concl... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Soaring mercury; Blame it on global warming|Agartala, Apr 14 : Environmentalists have attributed the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>@GregMitch has there been any reporting on if the increase in sediment in upper atmospher could reduce global warming effect by reducing sun</td><td>1</td><td>0.8771</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Effects of Global Warming Stats: Back with more news for you today. It's ama... [link]</td><td>1</td><td>0.8887</td></tr><tr><td>It's global climate change-not warming. #ac Read: www.associatedcontent.com/article/2872954/global_climate_change_not_global_warming.html</td><td>1</td><td>0.5247</td></tr><tr><td>A preliminary analysis suggests that natural gas could contribute far more to global warming than previously thought. [link]</td><td>1</td><td>1.0</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>1</td><td>0.7749</td></tr><tr><td>Eaarth: global warming is here to stay, how will we deal with it? [link]</td><td>1</td><td>1.0</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>@New_federalists  i have it on good auth tht global warming also causes toe fungus.  We R all fortunate tht thr IS no global warming! #tcot</td><td>0</td><td>0.8197</td></tr><tr><td>Illegal war and the myth of global warming|My main campaign platform for this election will be the illegal .. [link]</td><td>0</td><td>0.9183</td></tr><tr><td>the scientific community was scamed by global green  gov warming scam.</td><td>0</td><td>0.9336</td></tr><tr><td>40 degrees in NYC. please urinate on next liberal global warming /climate change scum you see.</td><td>0</td><td>1.0</td></tr><tr><td>\"RT @virgiltexas: Hey Al Gore: see these tornadoes racing across Mississippi? So much for global \"\"warming\"\" #tornadocot #ocra #sgp #gop #ucot #tlot #p2 #tycot\"</td><td>0</td><td>1.0</td></tr><tr><td>#justinbiebersucks and global warming is a farce</td><td>0</td><td>1.0</td></tr><tr><td>One Stop Book Stop Confirmed! Global warming is 'settled' ��_ as a scam: WND.com Sussman's book, the ... [link]</td><td>0</td><td>0.9174</td></tr><tr><td>Rationalists' who believe aliens exist & global warming=caused by humans, might as well believe in Jesus miracles,angels &fairies #tcot #p2</td><td>0</td><td>1.0</td></tr><tr><td>Proof there's no climate change. RT @jazgar 75-ft killer tsunami created in a Peruvian LAKE when a glacier fractures & falls Into the lake!</td><td>0</td><td>0.8185</td></tr><tr><td>@OTOOLEFAN REAL science. Not Algore's climate change 'science' hacks with their man-made global warming hoax. Gore=Palin</td><td>0</td><td>0.8892</td></tr><tr><td>30000 Anti-Global Warming Scientists Can't Be Wrong | Stranger ...: Nature Magazine, the academic journal that int... [link]</td><td>0</td><td>0.8427</td></tr><tr><td>Global Warming Baloney: According to the experts at NASA, the difference between weather and climate is a measure ... [link]</td><td>0</td><td>0.9368</td></tr><tr><td>computer forensics experts: are there still any idiots out there that belive global warming is true? [link]</td><td>0</td><td>0.9318</td></tr><tr><td>Liberal Looney Toons: Global Warming Alarmist Comes Home With Artic Frost Bite: Gather.com they wont learn huh? lo... [link]</td><td>0</td><td>1.0</td></tr><tr><td>Immigration Reform and Climate Change: A Tale of Two Issues in the Senate [link]</td><td>1</td><td>0.7774</td></tr><tr><td>Peoples World: GRAND RAPIDS, Mich. - Opponents of climate change legislation typically argue that regulating globa... [link]</td><td>1</td><td>0.6812</td></tr><tr><td>Check this video out -- The Business of Climate Change Conference 2009 [link]</td><td>1</td><td>1.0</td></tr><tr><td>@SooperMexican Global warming. Clearly.</td><td>1</td><td>0.6061</td></tr><tr><td>@andychrism Yes. I have heard at least one person make the connection between the volcano and global warming.</td><td>1</td><td>0.5978</td></tr><tr><td>Environmental Groups Praise BASIC Meeting on Climate Change: Environmental groups are giving qualified praise to a... [link]</td><td>1</td><td>0.7971</td></tr><tr><td>Recycling Water; Meat and Global Warming; Peanuts; Rare Grapes ... [link]</td><td>1</td><td>0.7774</td></tr><tr><td>\"Don Blankenship: Mine Safety Regulators \"\"As Silly as Global Warming\"\" [link]\"</td><td>0</td><td>1.0</td></tr><tr><td>Street-corner Global-warming Counsel: Urgh, certain elements of this item in Sunday's Washington Post, ��_Five Myths... [link]</td><td>1</td><td>0.567</td></tr><tr><td>Are you ready for the climate change? PLI is with Environmental Regulation & Commercial Implications 2010: How the... [link]</td><td>1</td><td>0.5971</td></tr><tr><td>LIVE TONIGHT: Fellow Heather Rogers joins Climate Change Expert James Hansen to discuss REAL solutions to Climate... [link]</td><td>1</td><td>0.8221</td></tr><tr><td>Plan B: California Braces for Climate Change. [link]</td><td>1</td><td>0.5121</td></tr><tr><td>Plants effective way of tackling global warming|Washington, Apr 30 : Plant leaves account for less than one per .. [link]</td><td>1</td><td>0.7967</td></tr><tr><td>@angiemartinez & it's about 2 be 86 degrees out here in NYC, shiiiiiitttt, fuck glodman/sachs, Obama better get a plan 4 this global warming</td><td>1</td><td>0.6122</td></tr><tr><td>Plants effective way of tackling global warming|Washington, Apr 30 : Plant leaves account for less than one per .. [link]</td><td>1</td><td>0.7925</td></tr><tr><td>Climate change & sustainability will be a key driver of future economic development. Listen at [link]</td><td>1</td><td>0.7874</td></tr><tr><td>Frederic Hague at #PEN: climate change isn't just a alarm bell. It's a whole blinking discotech</td><td>1</td><td>0.5778</td></tr><tr><td>US Generals say: Climate Change Threatens America's Security: The Pentagon has made it well known that it consider... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Even the generals know climate change is going to screw us. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness [link]</td><td>1</td><td>0.6224</td></tr><tr><td>RT @disturbedwater: Climate change increases heat waves, floods: EPA [link]</td><td>1</td><td>0.8157</td></tr><tr><td>RT @sciencedaily: Plants remain an effective way of tackling global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"So far in that class I have gotten into \"\"heated discussion\"\" with global climate change denier and w/ student that nothing is \"\"their fault.\"\"\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>EPA Confirms Climate IS Changing: In another display of the sea change that has occurred at the US Environmental P... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Must See Places Before They Disappear! : Europe...[PICS]: If Global Warming Predictions prove to be true, the foll... [link]</td><td>1</td><td>0.7853</td></tr><tr><td>RT @quixotecenter: Combating climate change: lessons from the world��_s indigenous peoples [link]</td><td>1</td><td>0.8275</td></tr><tr><td>@chrisdodd: I live in CT. Please support the climate bill and strong action on climate change!</td><td>1</td><td>1.0</td></tr><tr><td>RT @danlatorre: James Hansen/Heather Rogers, Green Gone Wrong: False Hope & Real Solutions to Climate Change - 7pm 4/30 [link]</td><td>1</td><td>0.7949</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.6021</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.5763</td></tr><tr><td>Climate change melts two glaciers|BILLINGS, Mont. ? Glacier National Park has lost two more of its namesake .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.8243</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.6065</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @danielsaudade: What beautiful fall weather this morning, New York! Thanks climate change! Bleh!</td><td>1</td><td>0.5857</td></tr><tr><td>What beautiful fall weather this morning, New York! Thanks climate change! Bleh!</td><td>1</td><td>0.6105</td></tr><tr><td>Climate Change Threatens Japan's Cherry Blossoms | Environment ...: If you aren't familiar with the culture, Japan... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Wed @sciam podcast: Mountain Vs. Valley Temps Stretch Apart With Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Mountain Vs. Valley Temps Stretch Apart With Climate Change [link]</td><td>1</td><td>0.8166</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>0.6329</td></tr><tr><td>Global warming report urges governments to act|BRUSSELS, Belgium (AP) - The world faces increased hunger and .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Arctic rain in April 'is sign of global warming'|The Canadian Arctic has been hit by rain in a sign that the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Arctic rain in April 'is sign of global warming'|The Canadian Arctic has been hit by rain in a sign that the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>Microbes Contribute Less to Global Warming|New Haven, Conn. .. [link]</td><td>1</td><td>0.6448</td></tr><tr><td>Microbes Contribute Less to Global Warming|New Haven, Conn. .. [link]</td><td>1</td><td>0.8133</td></tr><tr><td>South Asian nations to fight climate change: Foreign ministers of eight South Asian nations met in this secluded H... [link]</td><td>1</td><td>0.5862</td></tr><tr><td>Climate change increases heat waves, floods|WASHINGTON (Reuters) - Deaths from heat waves, property damage from .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>James Hansen & Heather Rogers - Green Gone Wrong: False Hope & Real Solutions to Climate Change - 7pm 4/30 @Demos_Org [link]</td><td>1</td><td>0.5699</td></tr><tr><td>I LOVE FROG's LEAP!!!! Seriously. RT @grist: What climate change means for the wine industry (via @theclimatedesk) [link]</td><td>1</td><td>0.819</td></tr><tr><td>Report: Save the Whales and They'll Save Us from Global Warming [link]</td><td>1</td><td>0.823</td></tr><tr><td>Arctic Beauty in Black and White: Alaska Before the Effects of Global Warming [Slide Show]:  Toward the end of Wor... [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"#EPA report documents \"\"very real\"\" impacts from #climate change in 22 of 24 indicators studied: [link]\"</td><td>1</td><td>1.0</td></tr><tr><td>#Canadian #CEOs more keen on #green than global counterparts; preparing for impacts of climate change...[link]</td><td>1</td><td>0.7896</td></tr><tr><td>RT @carbonmarket: Ask the G8 & G20 to support #biochar. Fight climate change & food shortage! Check this HuffPo post: [link]</td><td>1</td><td>0.617</td></tr><tr><td>RT @christellar: Whale DooDoo could help fight #climate change? Sure! Why not!? [link]</td><td>1</td><td>0.7868</td></tr><tr><td>Global warming science good news - Soils release less carbon than though as world warms: [link]</td><td>1</td><td>0.8236</td></tr><tr><td>So it*s April 27th, Phoenix has 90�_� weather & it might snow in New York today.. Hmmmm.. Global warming MUCH !</td><td>1</td><td>0.7863</td></tr><tr><td>Higher temperature, sea level due to global warming|KUALA LUMPUR: Malaysia's average temperature has risen by 1.1 .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Higher temperature, sea level due to global warming|KUALA LUMPUR: Malaysia's average temperature has risen by 1.1 .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Cleaner Air Could Speed Global Warming|Hugh Pickens writes \\Scientists estimate that the US Clean Air Act has cut .. [link]</td><td>1</td><td>0.7835</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @jerryjamesstone: Alaska Before the Effects of Global Warming [pics]: [link]</td><td>1</td><td>1.0</td></tr><tr><td>RealDocWatson on global warming: Go to Antarctica and stake a claim now! It will be like Florida in a few years!</td><td>1</td><td>0.774</td></tr><tr><td>How much trouble does global warming mean for agriculture? Just ask the wine industry. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Arctic Beauty in Black and White: Alaska Before the Effects of Global Warming [Slide Show] [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change: From Paris to the Alps, European Places in Peril (photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>M Report: Cleaner Air Could Actually Intensify Global Warming: As much of the world marked Earth Day this past week, the Environmental...</td><td>1</td><td>0.8018</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming is a threat, after all|Tim Blair rounds up the latest news from the wild frontiers of global .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Kuna Indians Prepare For Relocation As Traditional Homes Sink Due To Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"How Global Warming Is Killing California's Wine Buzz: Dr. Kimberley Cahill presented on \"\"Climate Change in Califor... [link]\"</td><td>1</td><td>1.0</td></tr><tr><td>GLOBAL WARMING: Ocean chemistry is changing faster than it has in 800,000 years|And that's because of the carbon .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>GLOBAL WARMING: Ocean chemistry is changing faster than it has in 800,000 years|And that's because of the carbon .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Good going douche. I'm sure there is no climate change in your backass world - Graham move imperils Obama agenda - [link]</td><td>1</td><td>0.8017</td></tr><tr><td>Ski resorts fight global warming|SALT LAKE CITY (AP) ? Ski resorts across the U.S. are using this Thanksgiving .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ski resorts fight global warming|SALT LAKE CITY (AP) ? Ski resorts across the U.S. are using this Thanksgiving .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Bats, Birds and Lizards Can Fight Climate Change By Eating Insects: Birds, bats and lizards may play an important... [link]</td><td>1</td><td>0.8149</td></tr><tr><td>RT @indiaenvportal: Make IT green: cloud computing and its contribution to climate change  [link]</td><td>1</td><td>0.6484</td></tr><tr><td>RT @HeidiAmes: Climate change favors invasive species over indigenous ones. 30% of plants Thoreau saw are now extinct. [link]</td><td>1</td><td>1.0</td></tr><tr><td>scary RT @ClimateProject Climate change altering U.S. seasons: Spring 10 days early: [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>MediaGlobal report on special Tipping Point Earth Day event: Science and art mobilize to fight climate change [link]</td><td>1</td><td>0.7884</td></tr><tr><td>Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>Combating climate change: lessons from the world's indigenous peoples: When I arrived at the United Nations climat... [link]</td><td>1</td><td>0.599</td></tr><tr><td>Africa: Meteorology Services Gear Up for Climate Change: On the continent most vulnerable to climate c... [link]</td><td>1</td><td>0.8814</td></tr><tr><td>China: The Key To Fixing Global Warming|With rapid expansion comes sizable environmental impact, so the world's .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>China: The Key To Fixing Global Warming|With rapid expansion comes sizable environmental impact, so the world's .. [link]</td><td>1</td><td>0.776</td></tr><tr><td>Now on PBS: Going Green New York: Examining how New Yorkers are confronting climate change Check local listings [link]</td><td>1</td><td>1.0</td></tr><tr><td>Official NASA Report: Sun Causes Climate Change:  [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @TreeHugger RT @huffpostgreen well this is just crazy: Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' [link]</td><td>1</td><td>0.6584</td></tr><tr><td>RT @sciam: Impacts of Climate Change Extend to Human Health [link]</td><td>1</td><td>1.0</td></tr><tr><td>Impacts of Climate Change Extend to Human Health [link]</td><td>1</td><td>1.0</td></tr><tr><td>Alpha Phi Alpha Takes on Climate Change and Energy Efficiency - [link]</td><td>1</td><td>0.8256</td></tr><tr><td>Natural variability does not explain global warming, climate scientists tell popular TV meteorologist [link]</td><td>1</td><td>0.634</td></tr><tr><td>Rebecca Solnit: 350 Degrees of Inseparability: The Good News About the Very Bad News (About Climate Change) [link]</td><td>1</td><td>0.6458</td></tr><tr><td>Watch video: Climate change threatens sacred Tibetan mountain, including land known as Shangri-La [link]</td><td>1</td><td>1.0</td></tr><tr><td>African Meteorology Services Gear Up for Climate Change. (america.gov) #IRI [link]</td><td>1</td><td>0.5944</td></tr><tr><td>Economists Say Climate Change Is Bad For Economy [link]</td><td>1</td><td>0.7866</td></tr><tr><td>Economists Say Climate Change Is Bad For Economy [link]</td><td>1</td><td>0.646</td></tr><tr><td>Report: Allergy Season to Get Worse with Climate Change (Time.com) [link]</td><td>1</td><td>0.817</td></tr><tr><td>Don��_t Kill Bill ��_ Save the Climate Change Accountability Act! [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Oxfam #Climate change makes farmers & pastoralists in #Ethiopia increasingly vulnerable [link]</td><td>1</td><td>0.5976</td></tr><tr><td>Denis Hayes, founder of Earth Day, compares global climate change to Irish Famine (IrishCentral) News Weather Politics [link]</td><td>1</td><td>0.6359</td></tr><tr><td>RT @Oxfam: #Climate change makes farmers & pastoralists in #Ethiopia increasingly vulnerable [link]</td><td>1</td><td>1.0</td></tr><tr><td>ITS #EARTHDAY!!! Be aware of what you consume, waste, & how you treat this place. we only have 1 & as we can see global warming is in effect</td><td>1</td><td>1.0</td></tr><tr><td>Earth Day: Ben Verwaayen on what we're doing to curb climate change [link]</td><td>1</td><td>0.8136</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>1</td><td>1.0</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>1</td><td>0.8078</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>1</td><td>0.8221</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>1</td><td>1.0</td></tr><tr><td>10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention biofuel... [link]</td><td>1</td><td>0.6015</td></tr><tr><td>Climate change could raise cost of U.S. allergies (Reuters) [link]</td><td>1</td><td>0.5851</td></tr><tr><td>Treating Climate Change as a Curable Disease: Bioethicists and international law experts met in Asilomar later las... [link]</td><td>1</td><td>0.596</td></tr><tr><td>well this is just crazy: Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' [link]</td><td>1</td><td>1.0</td></tr><tr><td>Military leads fight against climate change [link]</td><td>1</td><td>0.8037</td></tr><tr><td>Military leads fight against climate change: The U.S. military, the government's largest fuel buyer, is leading th... [link]</td><td>1</td><td>0.8201</td></tr><tr><td>10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention biofuel... [link]</td><td>1</td><td>0.5685</td></tr><tr><td>Swedish expert says CO2 is not the main cause of global warming|Swedish climate expert Dr. Fred Goldberg has said .. [link]</td><td>1</td><td>0.6099</td></tr><tr><td>Fighting poverty and global warming in Africa [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @greenforyou: Treating Climate Change as a Curable Disease | Wired Science | Wired.com #green [link]</td><td>1</td><td>0.5973</td></tr><tr><td>Thursday on PBS: Going Green New York: Examining how New Yorkers are confronting climate change Check local listings [link]</td><td>1</td><td>1.0</td></tr><tr><td>UN ��_ Only Global Cooperation Can Prevent Runaway Climate Change, Secretary ��_: The United Nations seeks dialogue, i... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"rt @democracy_now \"\"Most Important Event in Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey [link]\"</td><td>1</td><td>1.0</td></tr><tr><td>Military leads fight against climate change: Pew [link]</td><td>1</td><td>1.0</td></tr><tr><td>Report identifies 11 diseases & health issues affctd by climate change. Once u inclde mental health evrything's @ stake [link]</td><td>1</td><td>0.7808</td></tr><tr><td>For Earth Day: Resources on coping with climate change: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @egeemnz @mrdannyglover i support world people's conf on climate change in cochabamba,bolivia.watch live [link]</td><td>1</td><td>0.8046</td></tr><tr><td>Barrett: better to have lots of small protocols on climate change than pushing for one comprehensive one</td><td>1</td><td>1.0</td></tr><tr><td>Topography of mountains could complicate rates of global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @mrdannyglover i support the world people's conference on climate change in cochabamba, bolivia. watch live now at [link]</td><td>1</td><td>0.6141</td></tr><tr><td>Many global issues require universal co-operation to address e.g. smallpox, ozone layer, climate change</td><td>1</td><td>0.5849</td></tr><tr><td>RT @indiawater: Boiling Point: Containing the spill over of climate change in the Indian subcontinent - A��_ [link]</td><td>1</td><td>0.5362</td></tr><tr><td>No link now between Eyjafjallaj�__kull and climate change, but a warming world could trigger earthquakes, landslides... [link]</td><td>1</td><td>0.6195</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>1</td><td>0.8168</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>1</td><td>0.8033</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>1</td><td>0.8133</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>1</td><td>0.7937</td></tr><tr><td>Ethiopia: Climate Change Increasing Poverty And Vulnerability [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ethiopia: Climate Change Increasing Poverty And Vulnerability: Small-scale farmers and pastoralists i... [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"RT @democracy_now: \"\"The Most Important Event in the Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey on ��_ [link]\"</td><td>1</td><td>0.8272</td></tr><tr><td>\"\"\"The Most Important Event in the Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey on ��_ [link]\"</td><td>1</td><td>0.8148</td></tr><tr><td>RT @sejorg: RT @JaymiHeimbuch: Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @energysection: Backgrounder: China's major policies to tackle climate change since year 2000.. [link]</td><td>1</td><td>0.5833</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. [link]</td><td>1</td><td>0.8026</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. [link]</td><td>1</td><td>0.8125</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Will Global Warming Make Iceland's Volcanoes Angry?|Melting glaciers around the world could trigger a global .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Will Global Warming Make Iceland's Volcanoes Angry?|Melting glaciers around the world could trigger a global .. [link]</td><td>1</td><td>0.6167</td></tr><tr><td>Climate Change: Could NYC Get Katrina-Like Flood in a Warmer, Wetter Future? - Sea Level Rise of 2 Feet in 70yrs [link]</td><td>1</td><td>0.7732</td></tr><tr><td>Climate Change: Geologists Drill Into Antarctica & Find Troubling Signs 4 Ice Sheets' Future ��_  Melt Could Come FAST [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"\"\"Either Capitalism dies or Mother Earth does\"\" Evo Morales Claims in the People's World Conference on Climate Change [link]\"</td><td>1</td><td>0.8205</td></tr><tr><td>RT @rubberstamprosk: RT @MotherJones: Yet another gift from global warming: increased allergy attacks [link]</td><td>1</td><td>1.0</td></tr><tr><td>Africa: Time Bomb Awaiting Africa: THERE is no doubt that climate change as an environmental issue ha... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Buying carbon offsets may ease eco-guilt but not global warming: [link]</td><td>1</td><td>0.6772</td></tr><tr><td>\"RT @Qorianka: All Eyes on #Cochabamba Those alrdy suffering from global warming 'll havechancetospeakout\"\" [link]\"</td><td>1</td><td>1.0</td></tr><tr><td>Migratory Birds' New Climate Change Strategy: Stay Home [link]</td><td>1</td><td>0.7887</td></tr><tr><td>On ocean floor populations of organisms despite little oxygen. global warming cause oxygen depletion&reduce biodiversity[link]</td><td>1</td><td>1.0</td></tr><tr><td>Join us for a discussion on Earth Day 4/22: Climate Change & Food Security - Irreversible Destiny? [link]</td><td>1</td><td>0.7789</td></tr><tr><td>Pat Mooney on the Dangers of Geoengineering and Manipulating the Planet to Combat Climate Change [link]</td><td>1</td><td>0.605</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Just because I believe in global warming, peeps thinks I should believe in god instead. Why??</td><td>1</td><td>1.0</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>1</td><td>0.6652</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>@Zener39 I advise everyone who thinks global warming is dead to buy oceanfront property and live there.  See ya!</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions [link]</td><td>1</td><td>1.0</td></tr><tr><td>Mary Ellen Harte and John Harte: Addressing Climate Change: Winning the War on Sustainability: At its heart, clim... [link]</td><td>1</td><td>0.7923</td></tr><tr><td>RT @Drudge_Report: STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>1</td><td>0.6131</td></tr><tr><td>Increasingly, corporations are concluding climate change is real. Betting on Climate Change | Wired.com [link]</td><td>1</td><td>0.5843</td></tr><tr><td>\"Right on! Richard Branson's #EarthDay message 2 biz \"\"Get ur house in order.Fight global warming!#green #eco [link]\"</td><td>1</td><td>0.7916</td></tr><tr><td>[#Meat-Wise]  Cynthia Bateman on Meat-Wise Monday: How Animal Agriculture Makes Global Warming Worse [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions [link]</td><td>1</td><td>0.6037</td></tr><tr><td>STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>1</td><td>0.6063</td></tr><tr><td>Global warming, melting ice caps could trigger more volcanic eruptions: [link]</td><td>1</td><td>1.0</td></tr><tr><td>@LilFerret hey! We came up with all kinds of ideas for fixing global warming! Loved my Environmentalism class. *sighs*</td><td>1</td><td>1.0</td></tr><tr><td>An Overview of the Green Car Revolution | Going Green: The increasing awareness about the threat of global warming... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Southern Africa: Competing for Limpopo Water: Climate change will bring higher temperatures to Southe... [link]</td><td>1</td><td>0.8113</td></tr><tr><td>\"2nd eruption of Hekla in Iceland. Let's call 2010, the year the Earth struck back. \"\"This is for global warming and THIS is for oil spills!\"\"\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @EpiscopalRelief: Bishop Lane, #Episcopal Dio of #Maine: Climate change most important issue of our time - #Bangor Daily Nws [link]</td><td>1</td><td>0.8036</td></tr><tr><td>Cool it, global warming is bad enough without you heating things up.|In the interest of honest discussion, can we .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @InvasiveNotes: RT @RareWildlifeGuy: Climate change: Migration patterns have changed for 20 billion birds:   [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>0.7973</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. [link]</td><td>1</td><td>0.814</td></tr><tr><td>Just briefed on global cooling & volcanoes via @abc But I wonder ... if it gets to the stratosphere can it slow/improve global warming??</td><td>1</td><td>0.7834</td></tr><tr><td>Climate Change-ing your Allergies [link]</td><td>1</td><td>0.6015</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @beckbasher: RT @IanDavidB: RT @Shoq: CLIMATE CHANGE DENIERS: Bobby Jindal mocked volcano warnings. Read the papers lately? Start thinking for yourselves</td><td>1</td><td>0.5904</td></tr><tr><td>RT @TEDNews: Cara Mertes at #tedxvolcano: We're all stranded this weekend. And we're getting a sneak preview of climate change. We have to adapt.</td><td>1</td><td>0.8233</td></tr><tr><td>\"Larry Brilliant at #TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socmedia @enviro\"</td><td>1</td><td>0.8105</td></tr><tr><td>\"Larry Brilliant at TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socent #green\"</td><td>1</td><td>1.0</td></tr><tr><td>Damn man that ash cloud in Europe is crazy, they say due to global warming with the volcano activating,getting crazy</td><td>1</td><td>0.7788</td></tr><tr><td>RT @TEDNews: Larry Brilliant at #tedxvolcano: Climate change is exacerbating all other crises of our age. But climate science is now under attack.</td><td>1</td><td>0.8451</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Causes Volcano Eruptions -- By: Jonah Goldberg: From Reuters: OSLO (Reuters) - A thaw of Iceland's... [link]</td><td>1</td><td>0.794</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"Climate Change & Volcanic Activity: \"\"Ice Cap Thaw May Awaken Icelandic Volcanoes [link]\"</td><td>1</td><td>0.7738</td></tr><tr><td>��_No Rain in the Amazon: How South America��_s Climate Change Affects Entire Planet��_ -Interview of Nikolas Kozloff (vid) [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>0.8176</td></tr><tr><td>RT @bruces *Hmmm, they rather buried the lede here: Iceland glaciers melt from global warming, then volcanoes go off: [link]</td><td>1</td><td>0.7959</td></tr><tr><td>Not sure if this is consensus, but: scientist warns climate change will lead to more volcano crises due to melting ice. [link]</td><td>1</td><td>0.617</td></tr><tr><td>Wishing I was in Cochabamba at the People's World Conference on Climate Change and the Rights of Mother Earth @boliviaun</td><td>1</td><td>0.8121</td></tr><tr><td>I feel that already RT @organicnewyork Climate change making seasonal allergies worse. Near-record highs this Spring [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @organicnewyork: Climate change making seasonal allergies worse.  Near-record highs this Spring.  [link]</td><td>1</td><td>1.0</td></tr><tr><td>Like Icelandic volcanic eruptions disrupting your air travel? Climate change = glacier thaw = more of it. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Cochabamba Summit Offers New Approach to Combating Climate Change [link]</td><td>1</td><td>0.7951</td></tr><tr><td>Climate Change is Making You Sneeze: [link]</td><td>1</td><td>1.0</td></tr><tr><td>ENVIRONMENT: Climate of change: From something as simple as reminding computer users to power down when not workin... [link]</td><td>1</td><td>0.5934</td></tr><tr><td>Professor?s Perspective: Reasons to be Concerned about Climate Change|Spring in Connecticut brings renewal, .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"Climate Change culprit for \"\"Off-the-Charts\"\" Pollen Counts... [link]\"</td><td>1</td><td>0.8164</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.8205</td></tr><tr><td>Allergy Season To Worsen With Climate Change: Report: A new report released on Wednesday by the National Wildlife... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>1.0</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>0.7997</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.8731</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.7796</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.6111</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>1.0</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>0.8182</td></tr><tr><td>Report: Allergy Season to Get Worse with Climate Change (Time.com) [link]</td><td>1</td><td>0.8033</td></tr><tr><td>Cute. I mention global warming and a denialist sends me a link to a Finnish newspaper article purportedly refuting it.</td><td>1</td><td>0.7862</td></tr><tr><td>Is nationalizing the energy industry necessary to fight global warming?  [link]</td><td>1</td><td>0.7995</td></tr><tr><td>Blog|A preliminary analysis suggests that natural gas could contribute far more to global warming than previously .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Iceland volcano not likely to slow global warming|A vast cloud from an intensifying volcanic eruption in Iceland .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Iceland volcano not likely to slow global warming|A vast cloud from an intensifying volcanic eruption in Iceland .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>reading from @time Allergies Worse Than Ever? Blame Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>2/3rds of Tbaggers don't think climate change is a serious problem. As I said, they're ignorant.</td><td>1</td><td>1.0</td></tr><tr><td>Missing' heat may affect future climate change [link]</td><td>1</td><td>0.5899</td></tr><tr><td>Climate Change - Building a Green Economy [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change threatening Glacier National Park and Montana's economy - Examiner.com [link]</td><td>1</td><td>0.798</td></tr><tr><td>New York: Climate change could raise cost of allergies [link]</td><td>1</td><td>0.5979</td></tr><tr><td>Ecotone: #Climate change from a #population perspective [link]</td><td>1</td><td>0.581</td></tr><tr><td>Climate change blamed as coastal whale migration dwindles ��_ Ventura County.. [link]</td><td>1</td><td>0.8767</td></tr><tr><td>Think your allergies are bad now? Wait until climate change kicks in, Michig.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Exclusive: Climate change could raise cost of U.S. allergies| Reuters [link]</td><td>1</td><td>0.8037</td></tr><tr><td>Spring storm season starting a little late this year???  Must be global warming!</td><td>1</td><td>0.6128</td></tr><tr><td>Kenya: Extreme Weather Tests Pastoralist Perceptions: The effects of climate change - such as drought... [link]</td><td>1</td><td>0.7933</td></tr><tr><td>Climate Change is Not Just About the Climate, it is About Our Lives : TreeHugger [link]</td><td>1</td><td>1.0</td></tr><tr><td>All 30 Major League Baseball Teams Throw Curve to Climate Change Deniers [link]</td><td>1</td><td>0.6015</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>1</td><td>0.8172</td></tr><tr><td>Tip of the Day: Plant One Tree on your Birthday - Plants absorb CO2 which helps reduce Global Warming.</td><td>1</td><td>1.0</td></tr><tr><td>United States Must Lead on Climate Change ��_ Kerry; Climate and Energy Bill Has Multiple Benefits #green [link]</td><td>1</td><td>0.7759</td></tr><tr><td>Green:Net: How the Internet, Computing Can Fight Climate Change [link]</td><td>1</td><td>0.7693</td></tr><tr><td>Green:Net: How the Internet, Computing Can Fight Climate Change: The Internet, software, computing... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Leaked U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>1</td><td>0.6042</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>1</td><td>0.7797</td></tr><tr><td>Reinvent Cities to Stop Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Continues To Melt Glacier National Park's Icons | National P.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>1</td><td>0.8165</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek [link]</td><td>1</td><td>0.8106</td></tr><tr><td>Abu Dhabi faces climate change flood threat - expert - Culture & Society - Arabia.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>You and Us and Me - China active, serious in tackling climate change, says vic.. [link]</td><td>1</td><td>0.8122</td></tr><tr><td>Study: SE Asia will be hit hard by climate change [link]</td><td>1</td><td>0.798</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Obama: China Must Act Soon on Climate Change [link]</td><td>1</td><td>0.6099</td></tr><tr><td>If capitalism doesn��_t end climate change, climate change will end capitalism - #degrowth [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8123</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8221</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8878</td></tr><tr><td>Demand Congress take action on climate change. Pls sign the petition. [link]</td><td>1</td><td>0.8305</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon Age is killing us. Climate change legislation now: [link]</td><td>1</td><td>0.7971</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Claims Global Warming May Cause Cancer [link]</td><td>1</td><td>0.6207</td></tr><tr><td>Government Claims Global Warming May Cause Cancer [link]</td><td>1</td><td>1.0</td></tr><tr><td>Protect Wildlife Habitat from Climate Change: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8123</td></tr><tr><td>Plan B: California Braces for Climate Change [link]</td><td>1</td><td>0.8165</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.6155</td></tr><tr><td>Nine scenarios for imminent apocalypse��_only one is global warming [link]</td><td>1</td><td>0.7835</td></tr><tr><td>If capitalism doesn��_t end climate change, climate change will end capitalism - #degrowth [link]</td><td>1</td><td>1.0</td></tr><tr><td>DC: *FT Work for Greenpeace to STOP GLOBAL WARMING - $12-$13/hr*: Get Involved! Call now 202-595-3368 Greenpeac... [link]</td><td>1</td><td>0.9174</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>0.8043</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness.  CNSNews.com -  [link]</td><td>1</td><td>0.5864</td></tr><tr><td>SEC warns publically held companies to advise investors of risks of #climate change. [link]</td><td>1</td><td>0.5768</td></tr><tr><td>Save the Whales and They'll Save Us from Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>We should be leaders on climate change but it is always put on the back burner... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Got Allergies? -- By: Jonah Goldberg: Blame global warming. From Time magazine: Allergies Worse Than Ever? Blame ... [link]</td><td>1</td><td>0.8068</td></tr><tr><td>Climate change and Why Your Allergies Are Getting Worse [link]</td><td>1</td><td>1.0</td></tr><tr><td>Watch PBS 'Dimming the Sun' for more on this #NPR: Could Cleaner Air Actually Intensify Global Warming?-More at [link]</td><td>1</td><td>0.6058</td></tr><tr><td>RT @CHIoxfamaction: People in poor countries are 20 times more likely to be affected by disasters caused by climate change than those in the developed world</td><td>1</td><td>1.0</td></tr><tr><td>Got Allergies? -- By: Jonah Goldberg: Blame global warming. From Time magazine: Allergies Worse Than Ever? Blame ... [link]</td><td>1</td><td>0.8098</td></tr><tr><td>Oxfam: Climate change devastating rural Ethiopian communities. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Alexi @Giannoulias believes in putting a price on global warming pollutants to spur development of alternative technology #p2 #ilsen</td><td>1</td><td>0.6058</td></tr><tr><td>DC: *FT Work for Greenpeace to STOP GLOBAL WARMING - $12-$13/hr*:Get Involved! Call now 202-595-3368 Greenpeace... [link]</td><td>1</td><td>0.8206</td></tr><tr><td>Health effects are a big deal. RT @EPSclimate: Impacts of Climate Change Extend to Human Health [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change causing change in ocean chemistry at unprecedented rate. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming can be good for [link]</td><td>1</td><td>1.0</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming (Time.com) [link]</td><td>1</td><td>0.7953</td></tr><tr><td>RT @arkarthick: Bats, Birds & Lizards Can Fight #Climate Change (Wired) [link]</td><td>1</td><td>0.6008</td></tr><tr><td>For #EarthDay Global warming could affect patient symptoms [link]</td><td>1</td><td>1.0</td></tr><tr><td>Just signed an #earthday petition to take action on climate change via @rockthevote: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Treating Climate Change as a Curable Disease [link]</td><td>1</td><td>0.6413</td></tr><tr><td>See how CCX Member Motorola is working to be part of the solution in addressing the climate change challenge: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Interesting point re: why macro-probs like global warming are never solved: politicians need only solve immediate probs for re-election</td><td>1</td><td>0.7949</td></tr><tr><td>RT @MotherJones: Yet another gift from global warming: increased allergy attacks [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Climate Change Effects on the Mid-Continent (Download to view animations) [link]</td><td>1</td><td>0.6272</td></tr><tr><td>Are you ready for climate change, if so let your lawmakers know, how tell them sign petitions, drop a hint :)</td><td>1</td><td>1.0</td></tr><tr><td>UMC Expands Climate Change Policy and Carbon Emission Reduction Goals [link]</td><td>1</td><td>0.7894</td></tr><tr><td>RT @Drudge_Report: STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>1</td><td>0.7919</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming: Thanks to an unusually cold and snowy winter, followed by an earl... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ridiculous: giving a climate change denier a nature show? Keep Sarah Palin off #Discovery: [link]</td><td>1</td><td>0.5906</td></tr><tr><td>Report: #Allergy Season to Get Worse with #Climate Change read from @time this really sucks for me: [link]</td><td>1</td><td>0.6058</td></tr><tr><td>CODA Automotive Lauded for Innovation and Technology Efforts to Combat Climate Change and Air Pollution [link]</td><td>1</td><td>1.0</td></tr><tr><td>Report Claims Climate Change Is To Blame For Increase Of Allergies [link]</td><td>1</td><td>0.8026</td></tr><tr><td>Report Claims Climate Change Is To Blame For Increase Of Allergies [link]</td><td>1</td><td>0.8039</td></tr><tr><td>Tulips in mid-April in Chicago? Love the global warming. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming will make allergies worse for 25 million Americans, hitting those with asthma hardest: WWF (ClimateWire) #globalwarming</td><td>1</td><td>1.0</td></tr><tr><td>85 degrees in April eh? Hellooo global warming, nice to meet u</td><td>1</td><td>1.0</td></tr><tr><td>Rejoice, NY Times mentions crop wild relatives in article about adapting agriculture to climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>1</td><td>0.8075</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>1</td><td>0.603</td></tr><tr><td>RT @highcountrynews RT @NPCA: Two more glaciers are gone from namesake nat. park due to global warming, USGS reports [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @solveclimate: Feeling the Heat Down Under When it Comes to Climate Change: Erwin Jackson, The Climate Institute.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>UK leads the way! RT @10cities Schumacher College: Mobilising Democracy to Tackle Climate Change [link]</td><td>1</td><td>0.8159</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>1</td><td>1.0</td></tr><tr><td>Sen. Kerry writing in The Hill today: U.S. Must Lead on Climate Change [link]</td><td>1</td><td>0.6172</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.8041</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>1.0</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>1</td><td>0.6032</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.8269</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.8235</td></tr><tr><td>RT @BluePractice: The clothing industry started global warming in the first place. - Yvon Chouinard, Patagonia #FortuneGreen</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.7904</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>0.6167</td></tr><tr><td>Filmmaker Travels The Globe To Find People Fighting Climate Change ... [link]</td><td>1</td><td>0.5861</td></tr><tr><td>Filmmaker Travels The Globe To Find People Fighting Climate Change ...: Filmmaker Travels The Globe To Find People... [link]</td><td>1</td><td>0.6723</td></tr><tr><td>Rejoice, NY Times mentions crop wild relatives in article about adapting agriculture to climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Effort to remake America's energy future and fight global warming could be harmed, or spurred, by Gulf #oilspill: [link]</td><td>1</td><td>1.0</td></tr><tr><td>How would catastrophic climate change change the average persons life? Think 100% unemployment every where on the planet for several decades</td><td>1</td><td>0.5889</td></tr><tr><td>Arctic Ice Loss Accelerating Global Warming: Research: TopNews New Zealand Global warming may be getting worse tha... [link]</td><td>1</td><td>1.0</td></tr><tr><td>#California taking the lead on #climate change: [link]</td><td>1</td><td>0.8078</td></tr><tr><td>Plants effective way of tackling global warming: Washington, Apr 30 (ANI): Plant leaves account for less than one ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Namibia: Govt to Get Active On Climate Change [link]</td><td>1</td><td>0.7871</td></tr><tr><td>Plants effective way of tackling global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Wait here's an idea: it's natural climate change, not human induced global warming. [link]</td><td>0</td><td>0.6206</td></tr><tr><td>Just Read: US Generals say: Climate Change Threatens America's Security [link]</td><td>1</td><td>0.6007</td></tr><tr><td>Glacial Melt From Global Warming Could Unplug Volcanos: Earthweek - A Diary of the Planet Eruptions of glacial vol... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Off shore drilling threatens wildlife and contributes to climate change.  Urge Obama NOT to expand drilling!  [link]</td><td>1</td><td>0.6162</td></tr><tr><td>AllGov - News - Global Warming Isn't All Bad��_If You're an ...: In the frozen reaches of Canada, warmer temperature... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness: A new government report says global warmin... [link]</td><td>1</td><td>0.6025</td></tr><tr><td>Global warming picking up steam, Obama top science adviser says: John P. Holdren, Obama's top science adviser, dis... [link]</td><td>1</td><td>0.6104</td></tr><tr><td>RT @TheClimateDesk: Lyme disease already costs &gt; $2.5 billion a year, and climate change could make it even pricier. [link]</td><td>1</td><td>0.8235</td></tr><tr><td>EPA issues report on U.S. climate change indicators - warming is having measurable effect across ecosystems [link]</td><td>1</td><td>1.0</td></tr><tr><td>Report: Save the Whales and They'll Save Us from Global Warming: Need more proof that Global Warming is the proble... [link]</td><td>1</td><td>0.5966</td></tr><tr><td>RT @fishmark: Wine grapes have become our best early-warning system for the effects of global warming. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Wine grapes have become our best early-warning system for the effects of global warming. [link]</td><td>1</td><td>0.5906</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All Around Us [link]</td><td>1</td><td>1.0</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All ...: Natural Resources Defense Counc... [link]</td><td>1</td><td>0.7965</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>1</td><td>1.0</td></tr><tr><td>Cleaner Air Could Speed Global Warming [link]</td><td>1</td><td>0.7984</td></tr><tr><td>Whale Poo Fights Global Warming: By ROB MAYEDA and LORI PREUITT Star Trek IV: The Voyage Home had many convinced t... [link]</td><td>1</td><td>0.5851</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies [link]</td><td>1</td><td>1.0</td></tr><tr><td>New facts support global warming case: Recent letter-writer Charles Kesner is either out-of-touch with reliable ne... [link]</td><td>1</td><td>0.7844</td></tr><tr><td>QUT researchers track climate change [link]</td><td>1</td><td>0.6214</td></tr><tr><td>Study: Climate Change Threatens Your Health, Too [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @panteraonca07: Slideshow of Alaska Before the Effects of Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>In Vino Veritas The delicate wine grape has become our best early-warning system for the effects of global warming. [link]</td><td>1</td><td>0.5837</td></tr><tr><td>Conservation International:: Give a gift that helps prevent climate change, provides habitat for endangered specie... [link]</td><td>1</td><td>0.6369</td></tr><tr><td>Conservation International:: Give a gift that helps prevent climate change, provides habitat for endangered specie... [link]</td><td>1</td><td>0.7987</td></tr><tr><td>Climate change is real and climate change has consequences for all of us. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Contributes To Rapidly Increased Ocean Acidification: The US National Research Council warned last ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming threatens Ca Mau Province: CA MAU ��_ The southernmost province of Ca Mau was among localities most v... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming means local storming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Could Cleaner Air Actually Intensify Global Warming?: by NPR Staff As much of the world marked Earth Day this past w... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Renewable Energy Advances ��_ Ocean Saltiness Shows Global Warming ...: After pulling data from 1.6 million salinity... [link]</td><td>1</td><td>1.0</td></tr><tr><td>The Key to Fixing Global Warming China | Magazine: It's late November 2009, and US energy secretary Steven Chu is ... [link]</td><td>1</td><td>0.83</td></tr><tr><td>Global Warming: Ocean chemistry is changing faster than it has in 800,000 years: And that's because of the carbon ... [link]</td><td>1</td><td>0.8221</td></tr><tr><td>Topography of Mountains Could Complicate Rates of Global Warming: ScienceDaily (Apr. 25, 2010) ��_ A new study concl... [link]</td><td>1</td><td>0.7934</td></tr><tr><td>Soaring mercury; Blame it on global warming|Agartala, Apr 14 : Environmentalists have attributed the .. [link]</td><td>1</td><td>0.801</td></tr><tr><td>Africa: Monitoring a Changing Climate: The gathering environmental crisis presented by global warming... [link]</td><td>1</td><td>1.0</td></tr><tr><td>The volcanic ash was bad for planes...but should help reduce global warming.  [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ocean currents still strong despite global warming|Researchers at NASA have discovered that the ocean currents .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ocean currents still strong despite global warming|Researchers at NASA have discovered that the ocean currents .. [link]</td><td>1</td><td>0.8372</td></tr><tr><td>Long-distance journeys out of fashion? Global warming may be causing evolutionary changes in bird migration (sourc... [link]</td><td>1</td><td>0.6088</td></tr><tr><td>\"Funniest 'conservative' comment of the day: \"\"Climate change is due to increased heat from the Earth's core.\"\"\"</td><td>1</td><td>0.4878</td></tr><tr><td>Scientists Say Global Warming Affects Marine Life: In Narragansett Bay, Rhode Island, winter flounder no longer re... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Indonesia Tree Program Looks to Reduce Global Warming: Planting trees is one way to help maintain the natural pres... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Earth Day report: climate change is endangering our health: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Climate Change, Not Global Warming @ [link]</td><td>0</td><td>0.6295</td></tr><tr><td>#CUBeyond: Wlliam Lau says climate change is happening and we must deal with it, no matter what is causing it.  #ChapmanU</td><td>1</td><td>1.0</td></tr><tr><td>Chew's focus is on the ways global warming is causing the redistribution of plant and animal species. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Royal Society Stunner: Hazardous geosphere activity and global warming linked: Periods of exceptional climate chan... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fighting poverty and global warming in Africa: by Marc Gunther on 04/21/2010 22:10 0 comments , 0 views Rarely do ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"\"\"Military leads fight against climate change: Pew | Reuters\"\" [link]\"</td><td>1</td><td>0.5748</td></tr><tr><td>Spring Comes 10 Days Earlier In U.S. Due To Climate Change: [link]</td><td>1</td><td>0.8029</td></tr><tr><td>The Key to Fixing Global Warming? China [link]</td><td>1</td><td>1.0</td></tr><tr><td>@ClimateWise2 is here tonight at 7:30 to discuss what climate change is doing to women, children, families & communities [link]</td><td>1</td><td>0.8061</td></tr><tr><td>Baby boomers must tackle global warming while they can: By Anonymous Baby boomers have enjoyed peace and the large... [link]</td><td>1</td><td>1.0</td></tr><tr><td>#Ocean Saltiness Shows #Global Warming Is Intensifying Our Water Cycle : TreeHugger [link]</td><td>1</td><td>1.0</td></tr><tr><td>Military leads fight against climate change: Pew: WASHINGTON (Reuters) - The U.S. military, the government's large... [link]</td><td>1</td><td>0.5648</td></tr><tr><td>Global warming implicated in shortened bird migration | Science Codex: Global warming implicated in shortened bird... [link]</td><td>1</td><td>1.0</td></tr><tr><td>NASA��_s Gift to Earth: A Climate Change Supercomputer [link]</td><td>1</td><td>0.5984</td></tr><tr><td>\"Daniel C. Esty: Climate Change Plan B: Bringing down greenhouse gas emissions with a \"\"cap and trade\"\" system of tr... [link]\"</td><td>1</td><td>0.8006</td></tr><tr><td>UW biologist links early blooms to global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>UW biologist links early blooms to global warming: A researcher says plants in central Wisconsin are flowering ear... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Bolivian President Blames Capitalism for Global Warming: Environment News Service COCHABAMBA, Bolivia, April 20, 2... [link]</td><td>1</td><td>0.8119</td></tr><tr><td>An Explosive Idea: are volcanoes the cure for global warming? [link]</td><td>1</td><td>1.0</td></tr><tr><td>See where @climate change is happening RT @ClimateCentral 8-part series on cities and climate change for BBC Worldnews: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming: Christian Science Monitor From a scheme to c... [link]</td><td>1</td><td>0.8465</td></tr><tr><td>Buying carbon offsets may ease eco-guilt but not global warming [link]</td><td>1</td><td>0.806</td></tr><tr><td>Pat Mooney on the Dangers of Geoengineering and Manipulating the Planet to Combat Climate Change  - [link]</td><td>1</td><td>0.4286</td></tr><tr><td>Icelandic Volcano's Impact on Global Warming, Green Transportation, Bird ...: By Alisa Opar NASA satellites captur... [link]</td><td>1</td><td>0.7772</td></tr><tr><td>Birds in southern England suffer from global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Video: Getting Focus Back on Climate Change [link]</td><td>1</td><td>0.5988</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming blamed for European air traffic collapse: The FINANCIAL -- Global warming, which altered European w... [link]</td><td>1</td><td>0.7736</td></tr><tr><td>Republicans, why do you oppose global warming environmental ...: Really it makes no sense to oppose efforts to red... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Safe, secure nuclear energy must be part of climate change solution [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming��_s Eyjafjoell Volcano Triggers More Global Warming: [link]</td><td>1</td><td>1.0</td></tr><tr><td>STATE DEPT. DECLARES: 'Global warming unequivocal and primarily human-induced'... [link]</td><td>1</td><td>0.5952</td></tr><tr><td>\"5th US Climate Action Report Released: \"\"Global Warming is Unequivocal\"\" [link]\"</td><td>1</td><td>0.7794</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Photo: We dare someone tell us that climate change isn't real. [link]</td><td>1</td><td>0.832</td></tr><tr><td>Since Man can't, Mother Nature to end global warming with volcanoes & earthquakes. #Hekla #Icelandic</td><td>1</td><td>0.8023</td></tr><tr><td>Blame the volcano trouble on sun and global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Some hot health reminders on global warming: The debate is over; nearly all scientists (and politicians) agree tha... [link]</td><td>1</td><td>0.6172</td></tr><tr><td>Since Man can't, Mother Earth to end global warming with volcanoes & earthquakes. #ashtag #Hekla #Icelandic</td><td>1</td><td>0.7586</td></tr><tr><td>Reinvent Cities to Stop Climate Change | Green Living Ideas  [link]</td><td>1</td><td>0.6074</td></tr><tr><td>CST: A Lack Of Air Pollution Is Bad For Global Warming? ��_ Pirate's ... [link]</td><td>1</td><td>0.599</td></tr><tr><td>RT@greenforyou An estimated 20 billion birds changed their migrating habits in last few decades due to global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>\"Global warming melts ice and this can influence magmatic systems,\"\" he told Reuters. [link]\"</td><td>1</td><td>0.8085</td></tr><tr><td>@GregMitch has there been any reporting on if the increase in sediment in upper atmospher could reduce global warming effect by reducing sun</td><td>1</td><td>0.7885</td></tr><tr><td>Volcanic ash is a good thing. Blocks the sun's heat. Lessens air travel. Bye bye global warming. #fb</td><td>1</td><td>1.0</td></tr><tr><td>Why cleaner air could speed global warming | Air Pollution News [link]</td><td>1</td><td>0.818</td></tr><tr><td>Why cleaner air could speed global warming: Aerosol pollution, which is now on the downswing, has helped keep the ... [link]</td><td>1</td><td>0.6192</td></tr><tr><td>Why cleaner air could speed global warming: Aerosol pollution, which is now on the downswing, has helped keep the ... [link]</td><td>1</td><td>0.7844</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>1</td><td>0.8235</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Effects of Global Warming Stats: Back with more news for you today. It's ama... [link]</td><td>1</td><td>0.7917</td></tr><tr><td>It's global climate change-not warming. #ac Read: www.associatedcontent.com/article/2872954/global_climate_change_not_global_warming.html</td><td>0</td><td>0.5944</td></tr><tr><td>Global Warming Today ��_ Blog Archive ��_ How can we tackle global ...: The only way at present is to reduce greenhous... [link]</td><td>1</td><td>1.0</td></tr><tr><td>CODA Automotive Lauded for Efforts to Combat Climate Change & Air Pollution [link]</td><td>1</td><td>0.7977</td></tr><tr><td>Ocean Saltiness Getting Weird ��_ Blame Global Warming: IndyPosted (blog) A study conducted by scientists at Austral... [link]</td><td>1</td><td>0.6027</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>1</td><td>0.8037</td></tr><tr><td>A preliminary analysis suggests that natural gas could contribute far more to global warming than previously thought. [link]</td><td>1</td><td>1.0</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change [link]</td><td>1</td><td>0.5957</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>0.8477</td></tr><tr><td>USC prof Dan Mazmanian:  money needed for adaption to climate change in the state is a pressing social justice issue.#USC #SPPD #Keston</td><td>1</td><td>0.6058</td></tr><tr><td>Iceland volcano unlikely to slow global warming: scientists [link]</td><td>1</td><td>1.0</td></tr><tr><td>Iceland volcano unlikely to slow global warming: scientists: AFP PARIS ��_ Big volcanic eruptions have had a cooling... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming may make cricket bats history: London: Cricket is facing a bizarre threat following a European Unio... [link]</td><td>1</td><td>0.8033</td></tr><tr><td>volcano unlikely to slow global warming: By Richard Ingham, AFPApril 16, 2010 4:44 AM An EUMESAT satellite image s... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fifty years ago I was teaching and preaching about global warming and its catastrophic effects on our climate. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Renewable energy possible solution to global warming: By Milton Takei | University alumnus, 1992 In dealing with t... [link]</td><td>1</td><td>1.0</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Impact of Climate Change on ...: There are many predicted effects for the en... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Plz hlp fight Global warming- read my post abt effects of Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>UN to battle poverty, global warming .:. newkerala.com Online News ...: UN to battle poverty, global warming - New... [link]</td><td>1</td><td>0.8266</td></tr><tr><td>Eaarth: global warming is here to stay, how will we deal with it? [link]</td><td>1</td><td>1.0</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming [link]</td><td>1</td><td>0.7837</td></tr><tr><td>Germany is an important partner for us in trade as well as in the fight against climate change.</td><td>1</td><td>0.7749</td></tr><tr><td>Global Warming Likely to Worsen Allergies in Maine: That's according to a new report released today by the Nationa... [link]</td><td>1</td><td>0.7917</td></tr><tr><td>SubTropolis, U.S.A. -  A creative solution to global warming 100 feet below ground. [link]</td><td>1</td><td>0.7872</td></tr><tr><td>This one explained the extreme cold weather we have experienced this winter as just one more example of global warming. [link]</td><td>1</td><td>0.5922</td></tr><tr><td>@Climate change Giant #Glacier Fall in Peru Causes Deadly Tsunami : [link]</td><td>1</td><td>1.0</td></tr><tr><td>Green' cement made from rice may help tackle global warming|London, April 13 : With the increasing rise in the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Can you feel the shift in consciousness? -- 3K Businesses Create New Ad for Climate Change Action - [link]</td><td>1</td><td>0.7816</td></tr><tr><td>Global warming threatens Armenia by 2C higher temperature [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change deadly? Scientists suspect global warming may be contributing to strange deaths of Arctic birds. [link]</td><td>1</td><td>0.8037</td></tr><tr><td>Green' cement made from rice may help tackle global warming: London, April 13 (ANI): With the increasing rise in ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>��_Green��_ cement made from rice may help tackle global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming 'at Point of No Return': Global warming has reached the point of no return, a study published in th... [link]</td><td>1</td><td>1.0</td></tr><tr><td>World-Famous Places Endangered by Global Warming: If climatologists' predictions of global warming are right, some... [link]</td><td>1</td><td>0.8123</td></tr><tr><td>Green' cement made from rice may help tackle global warming|London, April 13 : With the increasing rise in the .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Latest weapon in global warming fight ��_ 'green' cement made from rice: By FIONA MACLEOD AND RUAIRI CREANEY SCIENTI... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Latest weapon in global warming fight ��_ 'green' cement made from rice [link]</td><td>1</td><td>1.0</td></tr><tr><td>Coping with Global Warming: How to Save on Utility Bills: By Dealman(view all posts by Dealman) Actually, this isn... [link]</td><td>1</td><td>0.5532</td></tr><tr><td>\"\"\"Climate Change - Building a Green Economy - Paul Krugman - NYTimes.com\"\" [link]\"</td><td>1</td><td>0.5683</td></tr><tr><td>Porous materials to reduce the climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>celebrate Earth Day by signing Declaration of Energy Independence to show the Senate we demand action on climate change [link]</td><td>1</td><td>0.8081</td></tr><tr><td>Top U.S. Vacation spots becoming endangered. Landscape threatened by global warming, mining, weather, environmental hazard & population</td><td>1</td><td>1.0</td></tr><tr><td>\"..leaders are failing to address the gravest threat our world has ever faced...\"\" \"\"Pressuring politicians on climate change is not working.\"</td><td>1</td><td>1.0</td></tr><tr><td>Glacier National Park Loses Two More Glaciers Due To Global Warming: Thaindian.com By Meena Kar Montana, Apr 11, (... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Plants can effectively tackle global warming|Don't have SiliconIndia account? Sign up Forgot your password? Reset .. [link]</td><td>1</td><td>0.7881</td></tr><tr><td>Plants can effectively tackle global warming|Don't have SiliconIndia account? Sign up Forgot your password? Reset .. [link]</td><td>1</td><td>0.6046</td></tr><tr><td>Climate change affects subterranean ecosystems|Changes above the ground, such as a higher concentration of carbon .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @RyanNewYork Gulf Coast spill better give Climate Change Legislation some momentum. It's a bigger tragedy than we're even aware of yet.</td><td>1</td><td>0.8141</td></tr><tr><td>Spill + coal mine tragedy = need for alt energy! RT @RyanNewYork: Gulf Coast spill better give Climate Change Legislation some momentum.</td><td>1</td><td>0.6186</td></tr><tr><td>Gulf Coast spill better give Climate Change Legislation some momentum. It's a bigger tragedy than we're even aware of yet. #P2</td><td>1</td><td>0.8518</td></tr><tr><td>LIVE NOW: Green Gone Wrong: False Hope and Real Solutions to Climate Change [link]</td><td>1</td><td>0.5865</td></tr><tr><td>@New_federalists  i have it on good auth tht global warming also causes toe fungus.  We R all fortunate tht thr IS no global warming! #tcot</td><td>0</td><td>0.6114</td></tr><tr><td>Illegal war and the myth of global warming|My main campaign platform for this election will be the illegal .. [link]</td><td>0</td><td>1.0</td></tr><tr><td>It is in the 30's what happened to Spring? Global warming is for those that care to read about and not live it. The coldest Winter ever. FU</td><td>0</td><td>0.7991</td></tr><tr><td>the scientific community was scamed by global green  gov warming scam.</td><td>0</td><td>1.0</td></tr><tr><td>I truly  Fat ASS Gore should get the Scam Artist Award of the decade with his Global Warming and Energy Credits worth close to Billion.</td><td>0</td><td>0.8289</td></tr><tr><td>hide the decline is the global warming nut jobs current policy its all a epic scam they are lying to the world #climategate #tcot #p2</td><td>0</td><td>1.0</td></tr><tr><td>40 degrees in NYC. please urinate on next liberal global warming /climate change scum you see.</td><td>0</td><td>0.7778</td></tr><tr><td>\"RT @virgiltexas: Hey Al Gore: see these tornadoes racing across Mississippi? So much for global \"\"warming\"\" #tornadocot #ocra #sgp #gop #ucot #tlot #p2 #tycot\"</td><td>0</td><td>1.0</td></tr><tr><td>#justinbiebersucks and global warming is a farce</td><td>0</td><td>1.0</td></tr><tr><td>One Stop Book Stop Confirmed! Global warming is 'settled' ��_ as a scam: WND.com Sussman's book, the ... [link]</td><td>0</td><td>1.0</td></tr><tr><td>\"BOYCOTT SIEMENS for buying \"\"global warming\"\"/\"\"climate change\"\" in their advertisements. #tcot #sgp #teaparty\"</td><td>0</td><td>0.8105</td></tr><tr><td>climate change scam #3wordslibshate</td><td>0</td><td>0.6184</td></tr><tr><td>RT @Climate scam another warmist has to be rescued from Arctic cold Global warming activist 'transported ... [link]</td><td>0</td><td>1.0</td></tr><tr><td>Why isn't @algore upset with the volcano for causing global warming? #climategate</td><td>0</td><td>0.3983</td></tr><tr><td>Rationalists' who believe aliens exist & global warming=caused by humans, might as well believe in Jesus miracles,angels &fairies #tcot #p2</td><td>0</td><td>1.0</td></tr><tr><td>@psiryu Hmmm so global warming is a fraud!</td><td>0</td><td>1.0</td></tr><tr><td>Monster Chiller Horror Global Warming! [link]</td><td>1</td><td>0.5936</td></tr><tr><td>Proof there's no climate change. RT @jazgar 75-ft killer tsunami created in a Peruvian LAKE when a glacier fractures & falls Into the lake!</td><td>0</td><td>1.0</td></tr><tr><td>COW FARTS EXONERATED FROM GLOBAL WARMING [link]</td><td>1</td><td>0.5821</td></tr><tr><td>@OTOOLEFAN REAL science. Not Algore's climate change 'science' hacks with their man-made global warming hoax. Gore=Palin</td><td>0</td><td>0.8235</td></tr><tr><td>30000 Anti-Global Warming Scientists Can't Be Wrong | Stranger ...: Nature Magazine, the academic journal that int... [link]</td><td>0</td><td>0.6327</td></tr><tr><td>@foxandfriends global warming is like the goldman execs... full of sh*t</td><td>0</td><td>1.0</td></tr><tr><td>Global Warming Baloney: According to the experts at NASA, the difference between weather and climate is a measure ... [link]</td><td>0</td><td>0.7922</td></tr><tr><td>Your Voice: The fraud of global warming: by Tim Michael Case, Tracy Since the early 1970s, our public school syste... [link]</td><td>0</td><td>1.0</td></tr><tr><td>computer forensics experts: are there still any idiots out there that belive global warming is true? [link]</td><td>0</td><td>1.0</td></tr><tr><td>Liberal Looney Toons: Global Warming Alarmist Comes Home With Artic Frost Bite: Gather.com they wont learn huh? lo... [link]</td><td>0</td><td>0.6242</td></tr><tr><td>Dear Global Warming people: It is 52 degrees in S. CA on 4/23. Heat on. [contents of this message are copyrighted and property of author.]</td><td>0</td><td>0.7952</td></tr><tr><td>I am freezing still in Southern California. Global warming fanatics, come visit me. Wear a hat, gloves and down jacket.</td><td>0</td><td>1.0</td></tr><tr><td>@Cubachi you are so on target, Bullshit is even better than the climate change hoax & Gore /Climate change is bullshit #leadersdebate #fact</td><td>0</td><td>1.0</td></tr><tr><td>Climate Change Fraud - The Scandal of Solar Power in Spain [link]</td><td>0</td><td>1.0</td></tr><tr><td>Climate Change Fraud - Global Warming, Ethanol, DDT and ... [link]</td><td>0</td><td>0.8526</td></tr><tr><td>Despite Climategate, LEFT investing heavily in global warming hysteria as new way 2 impose nat'l & international controls on human freedom.</td><td>0</td><td>0.7994</td></tr><tr><td>RT @ClimateDepot: ''Obama does a 3-minute Earth Day video; fails to mention the global warming hoax'' [link]</td><td>0</td><td>1.0</td></tr><tr><td>#ALMS Let me politely suggest that I DO NOT WATCH MOTORSPORTS TO BE LECTURED ON IMAGINARY GLOBAL WARMING! #nascar</td><td>0</td><td>1.0</td></tr><tr><td>Someone go tell the Climate Change crowd to go hang, after they read this: [link]</td><td>0</td><td>1.0</td></tr><tr><td>Gagnon, like most liberals you have been duped by the global warming, socialist propaganda. [link]</td><td>0</td><td>0.7982</td></tr><tr><td>I believe that Global Warming is an international conspiracy perpetrated by GE in order to sell more air conditioners</td><td>0</td><td>1.0</td></tr><tr><td>UN process in danger unless world agrees on climate change - Telegraph [link]</td><td>1</td><td>0.6157</td></tr><tr><td>Reid To Graham On Climate Change: 'It's Up To You' [link]</td><td>1</td><td>0.5059</td></tr><tr><td>RT @sponsorpitch: Shell's Climate Change #Sponsorship Causes Blogosphere Meltdown [link]</td><td>1</td><td>0.598</td></tr><tr><td>What do you know about climate change? Test your knowledge with the following 10 questions @change [link]</td><td>1</td><td>0.6162</td></tr><tr><td>Global warming dirt-carbon peril models are wrong, say boffins|Greenhouse experiments show reduced greenhouse .. [link]</td><td>0</td><td>0.6187</td></tr><tr><td>Senior Technical Advisor: Communities and Climate Change, Environment and Development, New York @UNjobs #jobs [link]</td><td>1</td><td>0.6</td></tr><tr><td>Alexia Parks: Global Warming of the Heart|Earth Day is over. Or is it? Thousands of conscious actions took place .. [link]</td><td>1</td><td>0.5957</td></tr><tr><td>Alexia Parks: Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of consc... [link]</td><td>1</td><td>0.5086</td></tr><tr><td>Don Blankenship Calls Efforts On Mine Safety Regulation 'As Silly As Global Warming' [link]</td><td>0</td><td>0.7778</td></tr><tr><td>Don Blankenship Calls Efforts On Mine Safety Regulation 'As Silly As Global Warming': At his Labor Day anti-union... [link]</td><td>0</td><td>0.5745</td></tr><tr><td>American media isn't putting out much on Climate Change. That's why you should watch GRIT's take![link]</td><td>1</td><td>0.6242</td></tr><tr><td>Climate change and our identity [link]</td><td>1</td><td>0.8025</td></tr><tr><td>@SooperMexican Global warming. Clearly.</td><td>1</td><td>0.7898</td></tr><tr><td>Ezra Klein - Sen. Lindsey Graham: 'I care equally about immigration and climate change': [link]</td><td>1</td><td>0.5865</td></tr><tr><td>@andychrism Here's a link to the volcano &lt;--&gt; global warming story [link]</td><td>1</td><td>0.507</td></tr><tr><td>What I Leaned This Week: Global warming, famine, nuclear annihilation - no threat to humanity is more dangerous than the Double Down.</td><td>1</td><td>0.4873</td></tr><tr><td>@owillis Birthers. Global warming deniers. Young-earth Creationists. And Neil Armstrong complains about Obama��_s NASA budget.</td><td>1</td><td>0.4046</td></tr><tr><td>Long-term fortune favours the brave on climate change [link]</td><td>1</td><td>0.5846</td></tr><tr><td>Environmental Groups Praise BASIC Meeting on Climate Change: Environmental groups are giving qualified praise to a... [link]</td><td>1</td><td>0.6177</td></tr><tr><td>Q: Should we focus our energy on climate change before immigration? (via @ztf) #GOODasks</td><td>1</td><td>0.782</td></tr><tr><td>WASHINGTON - The term Green Movement was not yet in vogue, and there was little talk of combating global warming. [link]</td><td>1</td><td>0.6185</td></tr><tr><td>**PLS SMILE, OK?** Climate change and human health studied: BETHESDA, Md., April 22 (UPI) -- The US National Insti... [link]</td><td>1</td><td>0.6362</td></tr><tr><td>Don't be swayed by distraction of climate change, treat Earth responsibly. #EarthDay</td><td>0</td><td>0.5752</td></tr><tr><td>effects of global warming ��_ We Are God's Caretakers by Cory L. Kemp: An Inconvenient Truth, the documentary and bo... [link]</td><td>1</td><td>0.5683</td></tr><tr><td>Who Cares About Global Warming?: by Jackie Gingrich Cushman In 1971, I joined my parents and older sister in the s... [link]</td><td>0</td><td>0.6696</td></tr><tr><td>\"Don Blankenship Called Safety Regulators \"\"as Silly as Global Warming\"\" [link]\"</td><td>0</td><td>0.598</td></tr><tr><td>Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' [link]</td><td>0</td><td>0.577</td></tr><tr><td>Street-corner Global-warming Counsel: Urgh, certain elements of this item in Sunday's Washington Post, ��_Five Myths... [link]</td><td>1</td><td>0.4167</td></tr><tr><td>april showers on us......right now!  feels like winter? Global Warming?</td><td>1</td><td>0.6034</td></tr><tr><td>Global warming conference set Sunday|Robert Bullard, known as the \\Father of Environmental Justice,\\ is a .. [link]</td><td>1</td><td>0.79</td></tr><tr><td>Are you ready for the climate change? PLI is with Environmental Regulation & Commercial Implications 2010: How the... http://bit.ly/cYxGvk</td><td>1</td><td>0.6671</td></tr><tr><td>LIVE TONIGHT: Fellow Heather Rogers joins Climate Change Expert James Hansen to discuss REAL solutions to Climate... http://bit.ly/aT8CgK</td><td>1</td><td>1.0</td></tr><tr><td>Plan B: California Braces for Climate Change. http://bit.ly/b7w8Rf</td><td>1</td><td>0.6809</td></tr><tr><td>Plants effective way of tackling global warming|Washington, Apr 30 : Plant leaves account for less than one per .. http://oohja.com/xc0yn</td><td>1</td><td>1.0</td></tr><tr><td>@angiemartinez & it's about 2 be 86 degrees out here in NYC, shiiiiiitttt, fuck glodman/sachs, Obama better get a plan 4 this global warming</td><td>1</td><td>0.676</td></tr><tr><td>Plants effective way of tackling global warming|Washington, Apr 30 : Plant leaves account for less than one per .. http://oohja.com/xc0tB</td><td>1</td><td>1.0</td></tr><tr><td>Climate change & sustainability will be a key driver of future economic development. Listen at http://bit.ly/9Uytgl</td><td>1</td><td>1.0</td></tr><tr><td>Frederic Hague at #PEN: climate change isn't just a alarm bell. It's a whole blinking discotech</td><td>1</td><td>1.0</td></tr><tr><td>US Generals say: Climate Change Threatens America's Security: The Pentagon has made it well known that it consider... http://bit.ly/aZ754n</td><td>1</td><td>1.0</td></tr><tr><td>Even the generals know climate change is going to screw us. http://tinyurl.com/2urnnvo Clean energy bill, anyone? #climate</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness http://bit.ly/9Vg5Co</td><td>1</td><td>1.0</td></tr><tr><td>RT @disturbedwater: Climate change increases heat waves, floods: EPA http://bit.ly/afoCcp</td><td>1</td><td>1.0</td></tr><tr><td>RT @sciencedaily: Plants remain an effective way of tackling global warming http://bit.ly/d0O3xa</td><td>1</td><td>1.0</td></tr><tr><td>\"So far in that class I have gotten into \"\"heated discussion\"\" with global climate change denier and w/ student that nothing is \"\"their fault.\"\"\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado http://bit.ly/coOWIt</td><td>1</td><td>1.0</td></tr><tr><td>EPA Confirms Climate IS Changing: In another display of the sea change that has occurred at the US Environmental P... http://bit.ly/bb2l7d</td><td>1</td><td>1.0</td></tr><tr><td>Must See Places Before They Disappear! : Europe...[PICS]: If Global Warming Predictions prove to be true, the foll... http://bit.ly/adUgl4</td><td>1</td><td>1.0</td></tr><tr><td>RT @quixotecenter: Combating climate change: lessons from the world��_s indigenous peoples http://tinyurl.com/25eatpb</td><td>1</td><td>0.7204</td></tr><tr><td>@chrisdodd: I live in CT. Please support the climate bill and strong action on climate change!</td><td>1</td><td>0.6395</td></tr><tr><td>RT @nicnunes: RT @EPSclimate: Indigenous tradition used to fight climate change http://bit.ly/76tX5h</td><td>1</td><td>0.653</td></tr><tr><td>RT @danlatorre: James Hansen/Heather Rogers, Green Gone Wrong: False Hope & Real Solutions to Climate Change - 7pm 4/30 http://bit.ly/djxvhd</td><td>1</td><td>0.65</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists http://bit.ly/cEX69x</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists http://bit.ly/cEX69x</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists http://goo.gl/fb/ZnfEn #cleantech</td><td>1</td><td>0.6222</td></tr><tr><td>Climate change melts two glaciers|BILLINGS, Mont. ? Glacier National Park has lost two more of its namesake .. http://oohja.com/xaAdm</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists http://url4.eu/31XMX</td><td>1</td><td>0.6337</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists http://url4.eu/31XMi</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon http://bit.ly/bRHMYi</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Threatens Japan's Cherry Blossoms | Environment ...: If you aren't familiar with the culture, Japan... http://bit.ly/9MPGhy</td><td>1</td><td>1.0</td></tr><tr><td>Wed @sciam podcast: Mountain Vs. Valley Temps Stretch Apart With Climate Change http://bit.ly/aVW0AT</td><td>1</td><td>1.0</td></tr><tr><td>Mountain Vs. Valley Temps Stretch Apart With Climate Change http://bit.ly/9bDfVR</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists http://bit.ly/bRHMYi IPSAmazon</td><td>1</td><td>1.0</td></tr><tr><td>Global warming report urges governments to act|BRUSSELS, Belgium (AP) - The world faces increased hunger and .. http://oohja.com/xbQhb</td><td>1</td><td>0.8851</td></tr><tr><td>Arctic rain in April 'is sign of global warming'|The Canadian Arctic has been hit by rain in a sign that the .. http://oohja.com/xbPDv</td><td>1</td><td>1.0</td></tr><tr><td>Arctic rain in April 'is sign of global warming'|The Canadian Arctic has been hit by rain in a sign that the .. http://oohja.com/xbPyL</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado http://bit.ly/coOWIt</td><td>1</td><td>1.0</td></tr><tr><td>Microbes Contribute Less to Global Warming|New Haven, Conn. .. http://oohja.com/xbO0z</td><td>1</td><td>1.0</td></tr><tr><td>Microbes Contribute Less to Global Warming|New Haven, Conn. .. http://oohja.com/xbNVU</td><td>1</td><td>0.6426</td></tr><tr><td>South Asian nations to fight climate change: Foreign ministers of eight South Asian nations met in this secluded H... http://bit.ly/cE3hoX</td><td>1</td><td>1.0</td></tr><tr><td>Climate change increases heat waves, floods|WASHINGTON (Reuters) - Deaths from heat waves, property damage from .. http://oohja.com/xbNDn</td><td>1</td><td>1.0</td></tr><tr><td>James Hansen & Heather Rogers - Green Gone Wrong: False Hope & Real Solutions to Climate Change - 7pm 4/30 @Demos_Org http://bit.ly/djxvhd</td><td>1</td><td>0.6153</td></tr><tr><td>I LOVE FROG's LEAP!!!! Seriously. RT @grist: What climate change means for the wine industry (via @theclimatedesk) http://bit.ly/9I4FGp</td><td>1</td><td>1.0</td></tr><tr><td>Report: Save the Whales and They'll Save Us from Global Warming http://tinyurl.com/3y6j4cj</td><td>1</td><td>1.0</td></tr><tr><td>RT @indiaenvportal: The contribution of organic agriculture to climate change mitigation http://www.environmentportal.in/node/304091</td><td>1</td><td>1.0</td></tr><tr><td>Arctic Beauty in Black and White: Alaska Before the Effects of Global Warming [Slide Show]:  Toward the end of Wor... http://bit.ly/a22gQ2</td><td>1</td><td>0.7301</td></tr><tr><td>\"#EPA report documents \"\"very real\"\" impacts from #climate change in 22 of 24 indicators studied: http://ht.ly/1DN9o #energy /via @matt_weiser\"</td><td>1</td><td>0.6795</td></tr><tr><td>#Canadian #CEOs more keen on #green than global counterparts; preparing for impacts of climate change...http://bit.ly/bgxOba</td><td>1</td><td>1.0</td></tr><tr><td>RT @carbonmarket: Ask the G8 & G20 to support #biochar. Fight climate change & food shortage! Check this HuffPo post: http://huff.to/d0Ejgu</td><td>1</td><td>1.0</td></tr><tr><td>RT @christellar: Whale DooDoo could help fight #climate change? Sure! Why not!? http://bit.ly/9jWcCB [via @Earth_News]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming science good news - Soils release less carbon than though as world warms: http://bit.ly/bM3We6</td><td>1</td><td>0.6233</td></tr><tr><td>So it*s April 27th, Phoenix has 90�_� weather & it might snow in New York today.. Hmmmm.. Global warming MUCH !</td><td>1</td><td>0.6923</td></tr><tr><td>Higher temperature, sea level due to global warming|KUALA LUMPUR: Malaysia's average temperature has risen by 1.1 .. http://oohja.com/xbKOm</td><td>1</td><td>0.6585</td></tr><tr><td>Higher temperature, sea level due to global warming|KUALA LUMPUR: Malaysia's average temperature has risen by 1.1 .. http://oohja.com/xbKLB</td><td>1</td><td>1.0</td></tr><tr><td>West Mediterranean countries unite on climate change (AFP) http://nxy.in/jiyiz</td><td>1</td><td>0.6984</td></tr><tr><td>Cleaner Air Could Speed Global Warming|Hugh Pickens writes \\Scientists estimate that the US Clean Air Act has cut .. http://oohja.com/xbK49</td><td>1</td><td>1.0</td></tr><tr><td>3,000 Businesses Create New Ad for Climate Change Action http://bit.ly/9KFTB6</td><td>1</td><td>0.6278</td></tr><tr><td>Just heard an interesting report on report on understanding climate change/climate variability influence on human evolution and dispersal</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado http://bit.ly/coOWIt</td><td>1</td><td>1.0</td></tr><tr><td>RT @jerryjamesstone: Alaska Before the Effects of Global Warming [pics]: http://digg.com/d31PUXt?t</td><td>1</td><td>1.0</td></tr><tr><td>New blog post: Mandating energy benchmarking: The next step for cities in addressing #climate change? http://bit.ly/8Zztmt</td><td>1</td><td>0.6533</td></tr><tr><td>RealDocWatson on global warming: Go to Antarctica and stake a claim now! It will be like Florida in a few years!</td><td>1</td><td>1.0</td></tr><tr><td>How much trouble does global warming mean for agriculture? Just ask the wine industry. http://theclimatedesk.org/articles/grapes-wrath</td><td>1</td><td>1.0</td></tr><tr><td>Arctic Beauty in Black and White: Alaska Before the Effects of Global Warming [Slide Show] http://bit.ly/aJHKwp</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change: From Paris to the Alps, European Places in Peril (photos) http://bit.ly/cjYBQp</td><td>1</td><td>1.0</td></tr><tr><td>How Climate Change Will Change The Electoral Map: The National Oceanic and Atmospheric Administration isn't known ... http://bit.ly/buHIW1</td><td>1</td><td>0.6722</td></tr><tr><td>M Report: Cleaner Air Could Actually Intensify Global Warming: As much of the world marked Earth Day this past week, the Environmental...</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado http://bit.ly/coOWIt</td><td>1</td><td>1.0</td></tr><tr><td>Global warming is a threat, after all|Tim Blair rounds up the latest news from the wild frontiers of global .. http://oohja.com/xbD6G</td><td>1</td><td>1.0</td></tr><tr><td>Kuna Indians Prepare For Relocation As Traditional Homes Sink Due To Climate Change http://bit.ly/cEs5qN by @indigenousissue</td><td>1</td><td>1.0</td></tr><tr><td>\"How Global Warming Is Killing California's Wine Buzz: Dr. Kimberley Cahill presented on \"\"Climate Change in Califor... http://bit.ly/aocBUG\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @uncajoe: uncajoe: PLZ RT & #Digg Climate Of Hate: The Politics Of Climate Change Denial: As H... http://bit.ly/cgBtsy ( #p2 #du1 #pgn )</td><td>1</td><td>0.6507</td></tr><tr><td>GLOBAL WARMING: Ocean chemistry is changing faster than it has in 800,000 years|And that's because of the carbon .. http://oohja.com/xbBeK</td><td>1</td><td>1.0</td></tr><tr><td>GLOBAL WARMING: Ocean chemistry is changing faster than it has in 800,000 years|And that's because of the carbon .. http://oohja.com/xbBaT</td><td>1</td><td>1.0</td></tr><tr><td>Good going douche. I'm sure there is no climate change in your backass world - Graham move imperils Obama agenda - http://goo.gl/qiDM</td><td>0</td><td>0.4722</td></tr><tr><td>Ski resorts fight global warming|SALT LAKE CITY (AP) ? Ski resorts across the U.S. are using this Thanksgiving .. http://oohja.com/xbycu</td><td>1</td><td>1.0</td></tr><tr><td>Ski resorts fight global warming|SALT LAKE CITY (AP) ? Ski resorts across the U.S. are using this Thanksgiving .. http://oohja.com/xby9R</td><td>1</td><td>0.6618</td></tr><tr><td>Bats, Birds and Lizards Can Fight Climate Change By Eating Insects: Birds, bats and lizards may play an important... http://huff.to/9a6b7C</td><td>1</td><td>0.7424</td></tr><tr><td>RT @indiaenvportal: Make IT green: cloud computing and its contribution to climate change  http://www.environmentportal.in/node/302549</td><td>1</td><td>1.0</td></tr><tr><td>RT @HeidiAmes: Climate change favors invasive species over indigenous ones. 30% of plants Thoreau saw are now extinct. http://j.mp/bbjysn</td><td>1</td><td>1.0</td></tr><tr><td>scary RT @ClimateProject Climate change altering U.S. seasons: Spring 10 days early: http://ow.ly/1BphQ #climate</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado http://bit.ly/coOWIt</td><td>1</td><td>0.8077</td></tr><tr><td>MediaGlobal report on special Tipping Point Earth Day event: Science and art mobilize to fight climate change http://shar.es/m7N1X</td><td>1</td><td>1.0</td></tr><tr><td>a review of yesterday's discussions: http://bit.ly/a7YnV2 Science and art mobilize to fight climate change, by Rebekah Mintzer</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Kills Forests In Colorado http://bit.ly/coOWIt</td><td>1</td><td>1.0</td></tr><tr><td>Combating climate change: lessons from the world's indigenous peoples: When I arrived at the United Nations climat... http://bit.ly/aYcViw</td><td>1</td><td>1.0</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... http://kin6q.tk GECKO</td><td>1</td><td>1.0</td></tr><tr><td>China: The Key To Fixing Global Warming|With rapid expansion comes sizable environmental impact, so the world's .. http://oohja.com/xbr8g</td><td>1</td><td>0.7058</td></tr><tr><td>China: The Key To Fixing Global Warming|With rapid expansion comes sizable environmental impact, so the world's .. http://oohja.com/xbr3M</td><td>1</td><td>1.0</td></tr><tr><td>Now on PBS: Going Green New York: Examining how New Yorkers are confronting climate change Check local listings http://ow.ly/1BvA8</td><td>1</td><td>0.6421</td></tr><tr><td>Official NASA Report: Sun Causes Climate Change:  http://bit.ly/csJwrh (FTSN Social)</td><td>1</td><td>0.6749</td></tr><tr><td>RT @TreeHugger RT @huffpostgreen well this is just crazy: Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' http://bit.ly/aJTn26</td><td>0</td><td>0.6464</td></tr><tr><td>RT @sciam: Impacts of Climate Change Extend to Human Health http://bit.ly/aZbBoW</td><td>1</td><td>0.6716</td></tr><tr><td>Impacts of Climate Change Extend to Human Health http://bit.ly/aZbBoW</td><td>1</td><td>0.8067</td></tr><tr><td>The good news about the very bad news (about climate change) by Rebecca Solnit http://bit.ly/cUKQVi</td><td>1</td><td>1.0</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... http://qd6yo.tk GECKO</td><td>1</td><td>0.6906</td></tr><tr><td>Natural variability does not explain global warming, climate scientists tell popular TV meteorologist http://bit.ly/9UUCej #climate #agw</td><td>1</td><td>0.6854</td></tr><tr><td>Rebecca Solnit: 350 Degrees of Inseparability: The Good News About the Very Bad News (About Climate Change) http://bit.ly/9dOTC6</td><td>1</td><td>0.6928</td></tr><tr><td>Watch video: Climate change threatens sacred Tibetan mountain, including land known as Shangri-La http://bit.ly/aN1srk #earthday</td><td>1</td><td>1.0</td></tr><tr><td>African Meteorology Services Gear Up for Climate Change. (america.gov) #IRI http://bit.ly/aakK70</td><td>1</td><td>0.7066</td></tr><tr><td>Economists Say Climate Change Is Bad For Economy http://ow.ly/1BQTj #earthday</td><td>1</td><td>1.0</td></tr><tr><td>Economists Say Climate Change Is Bad For Economy http://ow.ly/1BQG2 #earthday</td><td>1</td><td>0.6867</td></tr><tr><td>Report: Allergy Season to Get Worse with Climate Change (Time.com) http://nxy.in/k9oox</td><td>1</td><td>1.0</td></tr><tr><td>Don��_t Kill Bill ��_ Save the Climate Change Accountability Act! http://trim.li/nk/1GB8 via @WiretapMagazine</td><td>1</td><td>1.0</td></tr><tr><td>RT @Oxfam #Climate change makes farmers & pastoralists in #Ethiopia increasingly vulnerable http://bit.ly/alhpwN #earthday</td><td>1</td><td>1.0</td></tr><tr><td>Denis Hayes, founder of Earth Day, compares global climate change to Irish Famine (IrishCentral) News Weather Politics http://bit.ly/9XCuA1</td><td>1</td><td>1.0</td></tr><tr><td>RT @Oxfam: #Climate change makes farmers & pastoralists in #Ethiopia increasingly vulnerable http://bit.ly/alhpwN #earthday</td><td>1</td><td>0.6647</td></tr><tr><td>ITS #EARTHDAY!!! Be aware of what you consume, waste, & how you treat this place. we only have 1 & as we can see global warming is in effect</td><td>1</td><td>1.0</td></tr><tr><td>Earth Day: Ben Verwaayen on what we're doing to curb climate change http://bit.ly/a3hgA3 #Green #EarthDay (via @Alcatel_Lucent)</td><td>1</td><td>0.6901</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report http://bit.ly/btYoHc</td><td>1</td><td>1.0</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report http://bit.ly/btYoHc</td><td>1</td><td>1.0</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report http://url4.eu/2r22O</td><td>1</td><td>1.0</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report http://url4.eu/2r22Y</td><td>1</td><td>1.0</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... http://5vj09.tk GECKO</td><td>1</td><td>1.0</td></tr><tr><td>10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention biofuel... http://bit.ly/a3CGvV</td><td>1</td><td>0.6691</td></tr><tr><td>Climate change could raise cost of U.S. allergies (Reuters) http://nxy.in/412x6</td><td>1</td><td>1.0</td></tr><tr><td>Treating Climate Change as a Curable Disease: Bioethicists and international law experts met in Asilomar later las... http://bit.ly/bIA0k6</td><td>1</td><td>1.0</td></tr><tr><td>well this is just crazy: Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' http://bit.ly/aJTn26</td><td>1</td><td>0.674</td></tr><tr><td>Military leads fight against climate change http://z3igz.tk EnvNewsNet</td><td>1</td><td>1.0</td></tr><tr><td>Military leads fight against climate change: The U.S. military, the government's largest fuel buyer, is leading th... http://bit.ly/cGv0Fi</td><td>1</td><td>0.669</td></tr><tr><td>10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention biofuel... http://bit.ly/doKgfh</td><td>1</td><td>0.6577</td></tr><tr><td>Swedish expert says CO2 is not the main cause of global warming|Swedish climate expert Dr. Fred Goldberg has said .. http://oohja.com/xbo5q</td><td>1</td><td>0.6734</td></tr><tr><td>Fighting poverty and global warming in Africa http://goo.gl/fb/Shq49 #energy</td><td>1</td><td>0.878</td></tr><tr><td>RT @greenforyou: Treating Climate Change as a Curable Disease | Wired Science | Wired.com #green http://bit.ly/bPm7kx #ESG #sustainability</td><td>1</td><td>0.8292</td></tr><tr><td>http://bit.ly/azDu0 It's time to tackle climate change through wind energy http://bit.ly/cCB87D</td><td>1</td><td>1.0</td></tr><tr><td>Thursday on PBS: Going Green New York: Examining how New Yorkers are confronting climate change Check local listings http://ow.ly/1BvA8</td><td>1</td><td>0.7177</td></tr><tr><td>UN ��_ Only Global Cooperation Can Prevent Runaway Climate Change, Secretary ��_: The United Nations seeks dialogue, i... http://bit.ly/9sLEvH</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming http://bit.ly/aKb76i</td><td>1</td><td>0.801</td></tr><tr><td>\"rt @democracy_now \"\"Most Important Event in Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey http://bit.ly/beV0W0\"</td><td>1</td><td>1.0</td></tr><tr><td>Military leads fight against climate change: Pew http://ff.im/-jeG3f</td><td>0</td><td>0.348</td></tr><tr><td>Report identifies 11 diseases & health issues affctd by climate change. Once u inclde mental health evrything's @ stake http://bit.ly/apYoIc</td><td>1</td><td>1.0</td></tr><tr><td>For Earth Day: Resources on coping with climate change: http://tinyurl.com/2cck5xd</td><td>1</td><td>1.0</td></tr><tr><td>Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle http://bit.ly/bJsszY</td><td>1</td><td>1.0</td></tr><tr><td>Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle http://bit.ly/bJsszY</td><td>1</td><td>1.0</td></tr><tr><td>Fedele Bauccio: Combating Climate Change One Meal at a Time: This week, Americans will celebrate the 40th anniver... http://huff.to/9W7JPn</td><td>1</td><td>1.0</td></tr><tr><td>RT @egeemnz @mrdannyglover i support world people's conf on climate change in cochabamba,bolivia.watch live http://cmpcc.org</td><td>1</td><td>1.0</td></tr><tr><td>Barrett: better to have lots of small protocols on climate change than pushing for one comprehensive one</td><td>1</td><td>1.0</td></tr><tr><td>Topography of mountains could complicate rates of global warming http://bit.ly/cA5Bom</td><td>1</td><td>1.0</td></tr><tr><td>RT @mrdannyglover i support the world people's conference on climate change in cochabamba, bolivia. watch live now at http://cmpcc.org</td><td>1</td><td>0.6295</td></tr><tr><td>Many global issues require universal co-operation to address e.g. smallpox, ozone layer, climate change</td><td>1</td><td>0.6829</td></tr><tr><td>\"RT @hereisawayjose Bolivia President on Global Warming http://su.pr/2YY1Lc \"\"Main cause of Earth destruction is capitalism\"\" #Green #EarthDay\"</td><td>1</td><td>1.0</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change http://goo.gl/fb/zOgmE #cleantech</td><td>1</td><td>1.0</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change http://url4.eu/2pBxm</td><td>1</td><td>0.7034</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change http://url4.eu/2pBxr</td><td>1</td><td>0.8856</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming http://url4.eu/2pAAi</td><td>1</td><td>1.0</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming http://url4.eu/2pAAt</td><td>1</td><td>1.0</td></tr><tr><td>Ethiopia: Climate Change Increasing Poverty And Vulnerability http://bit.ly/9Vlo8s #africa #solar</td><td>1</td><td>1.0</td></tr><tr><td>Ethiopia: Climate Change Increasing Poverty And Vulnerability: Small-scale farmers and pastoralists i... http://tinyurl.com/yystbl4 #Africa</td><td>1</td><td>1.0</td></tr><tr><td>\"RT @democracy_now: \"\"The Most Important Event in the Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey on ��_ http://bit.ly/beV0W0\"</td><td>1</td><td>0.6301</td></tr><tr><td>\"\"\"The Most Important Event in the Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey on ��_ http://bit.ly/beV0W0\"</td><td>1</td><td>0.6486</td></tr><tr><td>RT @sejorg: RT @JaymiHeimbuch: Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle http://bit.ly/bKlU4H</td><td>1</td><td>0.9272</td></tr><tr><td>RT @energysection: Backgrounder: China's major policies to tackle climate change since year 2000.. http://bit.ly/bTZpff #chinagreen</td><td>1</td><td>0.6714</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. http://oohja.com/xbiVi</td><td>1</td><td>1.0</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. http://oohja.com/xbiRQ</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. http://oohja.com/xbhWq</td><td>1</td><td>0.9241</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. http://oohja.com/xbhVZ</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. http://oohja.com/xbhRx</td><td>1</td><td>1.0</td></tr><tr><td>Will Global Warming Make Iceland's Volcanoes Angry?|Melting glaciers around the world could trigger a global .. http://oohja.com/xbhkY</td><td>1</td><td>1.0</td></tr><tr><td>Will Global Warming Make Iceland's Volcanoes Angry?|Melting glaciers around the world could trigger a global .. http://oohja.com/xbhgq</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change: Could NYC Get Katrina-Like Flood in a Warmer, Wetter Future? - Sea Level Rise of 2 Feet in 70yrs http://twurl.nl/kuge4f</td><td>1</td><td>0.6821</td></tr><tr><td>Climate Change: Geologists Drill Into Antarctica & Find Troubling Signs 4 Ice Sheets' Future ��_  Melt Could Come FAST http://twurl.nl/ioewyh</td><td>1</td><td>1.0</td></tr><tr><td>RT @rubberstamprosk: RT @MotherJones: Yet another gift from global warming: increased allergy attacks http://bit.ly/9o8F9y #p2 ||@JoyVBehar</td><td>1</td><td>0.7242</td></tr><tr><td>Africa: Time Bomb Awaiting Africa: THERE is no doubt that climate change as an environmental issue ha... http://tinyurl.com/y3z9q2k #Africa</td><td>1</td><td>1.0</td></tr><tr><td>Buying carbon offsets may ease eco-guilt but not global warming: http://j.mp/necir http://www.csmonitor.com/carbonoffsets http://j.mp/aonX07</td><td>1</td><td>1.0</td></tr><tr><td>\"RT @Qorianka: All Eyes on #Cochabamba Those alrdy suffering from global warming 'll havechancetospeakout\"\" http://is.gd/bwrfQ #cmpcc\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @EcoSteward: This #EcoMonday, @InvasiveNotes discussion of climate change and invasive species recommended: http://bit.ly/a0re9B</td><td>1</td><td>1.0</td></tr><tr><td>Migratory Birds' New Climate Change Strategy: Stay Home http://shar.es/mvU8M KB: More proof global warming is 4 the birds. Not. #eco #green</td><td>0</td><td>0.5092</td></tr><tr><td>On ocean floor populations of organisms despite little oxygen. global warming cause oxygen depletion&reduce biodiversityhttp://bit.ly/b7NUDJ</td><td>1</td><td>1.0</td></tr><tr><td>Join us for a discussion on Earth Day 4/22: Climate Change & Food Security - Irreversible Destiny? http://bit.ly/8XvRNS (also live webcast!)</td><td>1</td><td>0.6422</td></tr><tr><td>RT @NWF: New York City's new waterfront plan will take climate change into consideration: http://bit.ly/9ASqdR</td><td>1</td><td>1.0</td></tr><tr><td>Pat Mooney on the Dangers of Geoengineering and Manipulating the Planet to Combat Climate Change http://bit.ly/b93A5l</td><td>1</td><td>1.0</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change http://url4.eu/2mhrI</td><td>1</td><td>1.0</td></tr><tr><td>Just because I believe in global warming, peeps thinks I should believe in god instead. Why??</td><td>1</td><td>1.0</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change http://bit.ly/cy7Jc8</td><td>1</td><td>1.0</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change http://bit.ly/cy7Jc8</td><td>1</td><td>1.0</td></tr><tr><td>@Zener39 I advise everyone who thinks global warming is dead to buy oceanfront property and live there.  See ya!</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions http://bit.ly/aUBHb3</td><td>1</td><td>1.0</td></tr><tr><td>Mary Ellen Harte and John Harte: Addressing Climate Change: Winning the War on Sustainability: At its heart, clim... http://huff.to/cI7Rik</td><td>1</td><td>0.6421</td></tr><tr><td>RT @Drudge_Report: STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... http://drudge.tw/cYgyix</td><td>1</td><td>0.501</td></tr><tr><td>Increasingly, corporations are concluding climate change is real. Betting on Climate Change | Wired.com http://j.mp/aaUM2W</td><td>1</td><td>1.0</td></tr><tr><td>\"Right on! Richard Branson's #EarthDay message 2 biz \"\"Get ur house in order.Fight global warming!#green #eco http://bit.ly/aqJi4L -Plez RT\"</td><td>1</td><td>1.0</td></tr><tr><td>[#Meat-Wise]  Cynthia Bateman on Meat-Wise Monday: How Animal Agriculture Makes Global Warming Worse http://bit.ly/9c04zs</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions http://bit.ly/aUBHb3</td><td>1</td><td>0.7045</td></tr><tr><td>STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... http://bit.ly/adhL7L #breaking</td><td>1</td><td>1.0</td></tr><tr><td>Global warming, melting ice caps could trigger more volcanic eruptions: http://bit.ly/b4JVwb</td><td>1</td><td>1.0</td></tr><tr><td>@LilFerret hey! We came up with all kinds of ideas for fixing global warming! Loved my Environmentalism class. *sighs*</td><td>1</td><td>1.0</td></tr><tr><td>An Overview of the Green Car Revolution | Going Green: The increasing awareness about the threat of global warming... http://bit.ly/doQ3i5</td><td>1</td><td>1.0</td></tr><tr><td>Southern Africa: Competing for Limpopo Water: Climate change will bring higher temperatures to Southe... http://tinyurl.com/y7q29uk #Africa</td><td>1</td><td>0.9234</td></tr><tr><td>\"2nd eruption of Hekla in Iceland. Let's call 2010, the year the Earth struck back. \"\"This is for global warming and THIS is for oil spills!\"\"\"</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) http://bit.ly/b8aJbG</td><td>1</td><td>1.0</td></tr><tr><td>RT @EpiscopalRelief: Bishop Lane, #Episcopal Dio of #Maine: Climate change most important issue of our time - #Bangor Daily Nws http://bit.ly/cwy6b3 via @addthis</td><td>1</td><td>1.0</td></tr><tr><td>RT @TreeHugger: In case you were wondering: What Impact Will The Volcano In Iceland Have On Climate Change? http://bit.ly/dlvKNq</td><td>1</td><td>0.6769</td></tr><tr><td>Cool it, global warming is bad enough without you heating things up.|In the interest of honest discussion, can we .. http://oohja.com/xb9Ck</td><td>1</td><td>1.0</td></tr><tr><td>RT @InvasiveNotes: RT @RareWildlifeGuy: Climate change: Migration patterns have changed for 20 billion birds:   http://bit.ly/byeIQM</td><td>1</td><td>0.7239</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) http://bit.ly/b8aJbG</td><td>1</td><td>0.6708</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. http://oohja.com/xb8ws</td><td>1</td><td>1.0</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. http://oohja.com/xb8s2</td><td>1</td><td>1.0</td></tr><tr><td>Just briefed on global cooling & volcanoes via @abc But I wonder ... if it gets to the stratosphere can it slow/improve global warming??</td><td>1</td><td>0.6561</td></tr><tr><td>Climate Change-ing your Allergies http://bit.ly/d3bTo0 (NRDC)</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) http://bit.ly/b8aJbG</td><td>1</td><td>1.0</td></tr><tr><td>Obama says China can't 'wait' on climate change: Sydney (AFP) April 15, 2010 - US President Barack Obama on Thursd... http://bit.ly/cbVER7</td><td>1</td><td>0.6926</td></tr><tr><td>RT @beckbasher: RT @IanDavidB: RT @Shoq: CLIMATE CHANGE DENIERS: Bobby Jindal mocked volcano warnings. Read the papers lately? Start thinking for yourselves</td><td>1</td><td>1.0</td></tr><tr><td>RT @TEDNews: Cara Mertes at #tedxvolcano: We're all stranded this weekend. And we're getting a sneak preview of climate change. We have to adapt.</td><td>1</td><td>1.0</td></tr><tr><td>\"Larry Brilliant at #TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socmedia @enviro\"</td><td>1</td><td>1.0</td></tr><tr><td>\"Larry Brilliant at TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socent #green\"</td><td>1</td><td>1.0</td></tr><tr><td>Damn man that ash cloud in Europe is crazy, they say due to global warming with the volcano activating,getting crazy</td><td>1</td><td>0.7425</td></tr><tr><td>RT @TEDNews: Larry Brilliant at #tedxvolcano: Climate change is exacerbating all other crises of our age. But climate science is now under attack.</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) http://bit.ly/b8aJbG</td><td>1</td><td>0.689</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. http://oohja.com/xb62Q</td><td>1</td><td>0.9231</td></tr><tr><td>Global Warming Causes Volcano Eruptions -- By: Jonah Goldberg: From Reuters: OSLO (Reuters) - A thaw of Iceland's... http://bit.ly/dqvsYV</td><td>1</td><td>0.6668</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. http://oohja.com/xb60z</td><td>1</td><td>1.0</td></tr><tr><td>RT @Climates_Change: Bring Indigenous Voices into the Conversation About Climate Change http://bit.ly/bbP0gG</td><td>1</td><td>0.6532</td></tr><tr><td>\"Climate Change & Volcanic Activity: \"\"Ice Cap Thaw May Awaken Icelandic Volcanoes http://twurl.nl/f0aqb3\"</td><td>1</td><td>1.0</td></tr><tr><td>��_No Rain in the Amazon: How South America��_s Climate Change Affects Entire Planet��_ -Interview of Nikolas Kozloff (vid) http://twurl.nl/asgkwk</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change: Places To See Before They Disappear��_The Americas (Photos) http://bit.ly/b8aJbG</td><td>1</td><td>1.0</td></tr><tr><td>RT @bruces *Hmmm, they rather buried the lede here: Iceland glaciers melt from global warming, then volcanoes go off: http://bit.ly/anoudi</td><td>1</td><td>1.0</td></tr><tr><td>Not sure if this is consensus, but: scientist warns climate change will lead to more volcano crises due to melting ice. http://bit.ly/9ELCjd</td><td>1</td><td>0.6855</td></tr><tr><td>Wishing I was in Cochabamba at the People's World Conference on Climate Change and the Rights of Mother Earth @boliviaun</td><td>1</td><td>0.6665</td></tr><tr><td>I feel that already RT @organicnewyork Climate change making seasonal allergies worse. Near-record highs this Spring http://bit.ly/d5DMi6</td><td>1</td><td>1.0</td></tr><tr><td>RT @organicnewyork: Climate change making seasonal allergies worse.  Near-record highs this Spring.  http://bit.ly/d5DMi6</td><td>1</td><td>1.0</td></tr><tr><td>Like Icelandic volcanic eruptions disrupting your air travel? Climate change = glacier thaw = more of it. http://bit.ly/aJOZGb (via @mims)</td><td>1</td><td>1.0</td></tr><tr><td>Cochabamba Summit Offers New Approach to Combating Climate Change http://bit.ly/btb7jh</td><td>0</td><td>0.3717</td></tr><tr><td>Climate Change is Making You Sneeze: http://bit.ly/c3YVMW The Eco-Sexy Solution? Nettle Root tincture, baby!</td><td>1</td><td>0.7014</td></tr><tr><td>ENVIRONMENT: Climate of change: From something as simple as reminding computer users to power down when not workin... http://bit.ly/duQAk9</td><td>1</td><td>1.0</td></tr><tr><td>Professor?s Perspective: Reasons to be Concerned about Climate Change|Spring in Connecticut brings renewal, .. http://oohja.com/xaZEP</td><td>1</td><td>1.0</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. http://oohja.com/xaZAj</td><td>1</td><td>0.6862</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. http://oohja.com/xaZzN</td><td>1</td><td>1.0</td></tr><tr><td>\"Climate Change culprit for \"\"Off-the-Charts\"\" Pollen Counts... http://bit.ly/biteQA\"</td><td>1</td><td>1.0</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level http://bit.ly/97DPXg</td><td>1</td><td>0.6702</td></tr><tr><td>Allergy Season To Worsen With Climate Change: Report: A new report released on Wednesday by the National Wildlife... http://huff.to/9ipDju</td><td>1</td><td>1.0</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level http://bit.ly/97DPXg</td><td>1</td><td>1.0</td></tr><tr><td>\"Author Nikolas Kozloff on \"\"No Rain in the Amazon: How South America's Climate Change Affects the Entire Planet\"\" http://bit.ly/cKs5dW\"</td><td>1</td><td>0.7188</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level http://url4.eu/2heiW</td><td>1</td><td>0.69</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level http://url4.eu/2heip</td><td>1</td><td>1.0</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level http://goo.gl/fb/hKvfY #cleantech</td><td>1</td><td>0.657</td></tr><tr><td>How do we solve this global warming thing? http://url4.eu/2hdT2</td><td>1</td><td>1.0</td></tr><tr><td>How do we solve this global warming thing? http://url4.eu/2hdSo</td><td>1</td><td>1.0</td></tr><tr><td>Report: Allergy Season to Get Worse with Climate Change (Time.com) http://nxy.in/h4e3z</td><td>1</td><td>1.0</td></tr><tr><td>Cute. I mention global warming and a denialist sends me a link to a Finnish newspaper article purportedly refuting it.</td><td>1</td><td>0.6702</td></tr><tr><td>Is nationalizing the energy industry necessary to fight global warming?  http://bit.ly/9AEI0k</td><td>1</td><td>1.0</td></tr><tr><td>Blog|A preliminary analysis suggests that natural gas could contribute far more to global warming than previously .. http://oohja.com/xaW3l</td><td>1</td><td>0.9128</td></tr><tr><td>Iceland volcano not likely to slow global warming|A vast cloud from an intensifying volcanic eruption in Iceland .. http://oohja.com/xaVgV</td><td>1</td><td>0.6539</td></tr><tr><td>Iceland volcano not likely to slow global warming|A vast cloud from an intensifying volcanic eruption in Iceland .. http://oohja.com/xaVcb</td><td>1</td><td>1.0</td></tr><tr><td>reading from @time Allergies Worse Than Ever? Blame Global Warming http://bit.ly/9QVt5w</td><td>1</td><td>1.0</td></tr><tr><td>The $6BN REDD+ forest conservation partnership to curb climate change leaves on env'l groups & indigenous populations. http://bit.ly/9bbuoO</td><td>1</td><td>0.6508</td></tr><tr><td>2/3rds of Tbaggers don't think climate change is a serious problem. As I said, they're ignorant.</td><td>1</td><td>1.0</td></tr><tr><td>Missing' heat may affect future climate change http://bit.ly/diXzNL #environment #eco</td><td>1</td><td>0.6535</td></tr><tr><td>Climate Change - Building a Green Economy http://bit.ly/bzJACi</td><td>1</td><td>0.6715</td></tr><tr><td>Climate change threatening Glacier National Park and Montana's economy - Examiner.com http://bit.ly/bN869t</td><td>1</td><td>1.0</td></tr><tr><td>New York: Climate change could raise cost of allergies http://newyork.cityandpress.com/2010/04/15/climate-change-could-raise-cost-allergies</td><td>1</td><td>1.0</td></tr><tr><td>Ecotone: #Climate change from a #population perspective http://ow.ly/1yNlN #cities #environment (via @argus27)</td><td>1</td><td>0.5318</td></tr><tr><td>Climate change blamed as coastal whale migration dwindles ��_ Ventura County.. http://retwt.me/1MPSj (via @PlanetSantaBarb)</td><td>1</td><td>0.6554</td></tr><tr><td>Think your allergies are bad now? Wait until climate change kicks in, Michig.. http://retwt.me/1MPQX (via @greenmichigan)</td><td>1</td><td>1.0</td></tr><tr><td>Exclusive: Climate change could raise cost of U.S. allergies| Reuters http://retwt.me/1MPF2 (via @healthfreaks)</td><td>1</td><td>1.0</td></tr><tr><td>Spring storm season starting a little late this year???  Must be global warming!</td><td>0</td><td>0.6502</td></tr><tr><td>Kenya: Extreme Weather Tests Pastoralist Perceptions: The effects of climate change - such as drought... http://tinyurl.com/yyupfmh #Africa</td><td>1</td><td>0.6598</td></tr><tr><td>Climate Change is Not Just About the Climate, it is About Our Lives : TreeHugger http://retwt.me/1MPhx (via @paulo_one)</td><td>1</td><td>1.0</td></tr><tr><td>All 30 Major League Baseball Teams Throw Curve to Climate Change Deniers http://bit.ly/cywGTN</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek http://retwt.me/1MODN (via @tweeterism)</td><td>1</td><td>1.0</td></tr><tr><td>Tip of the Day: Plant One Tree on your Birthday - Plants absorb CO2 which helps reduce Global Warming.</td><td>1</td><td>1.0</td></tr><tr><td>Green:Net: How the Internet, Computing Can Fight Climate Change http://bit.ly/9exozj</td><td>1</td><td>1.0</td></tr><tr><td>Green:Net: How the Internet, Computing Can Fight Climate Change: The Internet, software, computing... http://bit.ly/9exozj (Via @inhabitat)</td><td>1</td><td>1.0</td></tr><tr><td>Leaked U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change http://retwt.me/1MOhG (via @planetprison3r)</td><td>1</td><td>0.6603</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek http://ff.im/-iVsBt</td><td>1</td><td>1.0</td></tr><tr><td>Reinvent Cities to Stop Climate Change http://retwt.me/1MO9d (via @reenymal)</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Continues To Melt Glacier National Park's Icons | National P.. http://retwt.me/1MNUL (via @nat_parks_news)</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek http://retwt.me/1MNMY (via @meganurupo)</td><td>1</td><td>0.7096</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek http://retwt.me/1MNC2 (via @stevegeritano)</td><td>1</td><td>1.0</td></tr><tr><td>Abu Dhabi faces climate change flood threat - expert - Culture & Society - Arabia.. http://retwt.me/1MNjF (via @zaqzaqat)</td><td>1</td><td>1.0</td></tr><tr><td>China active, serious in tackling climate change, says vice president | Humani.. http://retwt.me/1MN3W (via @NewsOnGreen)</td><td>1</td><td>1.0</td></tr><tr><td>You and Us and Me - China active, serious in tackling climate change, says vic.. http://retwt.me/1MN3p (via @NewsOnGreen)</td><td>1</td><td>1.0</td></tr><tr><td>Study: SE Asia will be hit hard by climate change http://retwt.me/1MN2w (via @cuddlendance)</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 27</td><td>1</td><td>1.0</td></tr><tr><td>Obama: China Must Act Soon on Climate Change http://bit.ly/b6vhX2</td><td>1</td><td>1.0</td></tr><tr><td>If capitalism doesn��_t end climate change, climate change will end capitalism - #degrowth http://bit.ly/afdSTy</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 28</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 29</td><td>1</td><td>0.6945</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 30</td><td>1</td><td>1.0</td></tr><tr><td>Demand Congress take action on climate change. Pls sign the petition. http://bit.ly/9tnK2S</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 31</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 32</td><td>1</td><td>1.0</td></tr><tr><td>Carbon Age is killing us. Climate change legislation now: http://action.sierraclub.org/site/MessageViewer?em_id=173961.0</td><td>1</td><td>1.0</td></tr><tr><td>Obama says in TV interview that 'we can't allow China to wait' on tackling climate change http://bit.ly/b9XdIz</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 33</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 34</td><td>1</td><td>1.0</td></tr><tr><td>Government Claims Global Warming May Cause Cancer http://bit.ly/cbPJhu</td><td>1</td><td>1.0</td></tr><tr><td>Protect Wildlife Habitat from Climate Change: http://www.thepetitionsite.com/takeaction/820159630</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 35</td><td>1</td><td>0.6757</td></tr><tr><td>Plan B: California Braces for Climate Change http://bit.ly/99dwDO</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 36</td><td>1</td><td>1.0</td></tr><tr><td>Nine scenarios for imminent apocalypse��_only one is global warming http://j.mp/aYqZO2 (via @rawdawgbuffalo)</td><td>1</td><td>0.5492</td></tr><tr><td>If capitalism doesn��_t end climate change, climate change will end capitalism - #degrowth http://bit.ly/afdSTy</td><td>1</td><td>1.0</td></tr><tr><td>DC: *FT Work for Greenpeace to STOP GLOBAL WARMING - $12-$13/hr*: Get Involved! Call now 202-595-3368 Greenpeac... http://bit.ly/cqCzSj</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 7</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 8</td><td>1</td><td>1.0</td></tr><tr><td>http://bit.ly/dCjUlz -Ancient Weapons Emerge From Melting Arctic Ice-Wow,positive side of Global Warming.Other one is reclaim of dry land</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 9</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness.  CNSNews.com -  http://bit.ly/cDeYFt</td><td>1</td><td>0.8373</td></tr><tr><td>SEC warns publically held companies to advise investors of risks of #climate change. http://ow.ly/1DUIy #CSR</td><td>1</td><td>1.0</td></tr><tr><td>Save the Whales and They'll Save Us from Global Warming http://bit.ly/cN013J #tcot</td><td>1</td><td>1.0</td></tr><tr><td>We should be leaders on climate change but it is always put on the back burner... http://dld.bz/b3mA</td><td>1</td><td>1.0</td></tr><tr><td>RT @WWF_Climate    RT @CarbonDiplomacy Grapes of Wrath: How much trouble does #climate change mean for agriculture? http://bit.ly/abDh6c</td><td>1</td><td>1.0</td></tr><tr><td>Got Allergies? -- By: Jonah Goldberg: Blame global warming. From Time magazine: Allergies Worse Than Ever? Blame ... http://bit.ly/cPxcfZ</td><td>1</td><td>0.6757</td></tr><tr><td>Climate change and Why Your Allergies Are Getting Worse http://bit.ly/dzYKHK /via @MotherJones</td><td>1</td><td>1.0</td></tr><tr><td>Watch PBS 'Dimming the Sun' for more on this #NPR: Could Cleaner Air Actually Intensify Global Warming?-More at http://n.pr/126226938</td><td>1</td><td>0.6671</td></tr><tr><td>RT @CHIoxfamaction: People in poor countries are 20 times more likely to be affected by disasters caused by climate change than those in the developed world</td><td>1</td><td>1.0</td></tr><tr><td>Got Allergies? -- By: Jonah Goldberg: Blame global warming. From Time magazine: Allergies Worse Than Ever? Blame ... http://bit.ly/94D2xv</td><td>1</td><td>1.0</td></tr><tr><td>Oxfam: Climate change devastating rural Ethiopian communities. http://tinyurl.com/3a67ary #Oxfam #climatechange</td><td>1</td><td>1.0</td></tr><tr><td>Alexi @Giannoulias believes in putting a price on global warming pollutants to spur development of alternative technology #p2 #ilsen</td><td>1</td><td>1.0</td></tr><tr><td>Go for the green! Olympic athletes push for climate change action -- http://mnn.com/node/55056 #climatechange #climateaction #green</td><td>1</td><td>0.6479</td></tr><tr><td>DC: *FT Work for Greenpeace to STOP GLOBAL WARMING - $12-$13/hr*:Get Involved! Call now 202-595-3368 Greenpeace... http://bit.ly/9m44EJ</td><td>1</td><td>1.0</td></tr><tr><td>Health effects are a big deal. RT @EPSclimate: Impacts of Climate Change Extend to Human Health http://bit.ly/99jnIZ #moms #families #eco</td><td>1</td><td>1.0</td></tr><tr><td>Climate change causing change in ocean chemistry at unprecedented rate. http://www.planetark.com/enviro-news/item/57703 #climatechange</td><td>1</td><td>0.6746</td></tr><tr><td>Global warming can be good for http://bit.ly/dd2Rm3, another cool video</td><td>1</td><td>0.6972</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming (Time.com) http://nxy.in/dxleu</td><td>1</td><td>1.0</td></tr><tr><td>RT @arkarthick: Bats, Birds & Lizards Can Fight #Climate Change (Wired) http://bit.ly/c4PCkp (via @unreal_g) #Science RT @Flipbooks</td><td>1</td><td>0.6674</td></tr><tr><td>For #EarthDay Global warming could affect patient symptoms http://bit.ly/7FppTC classic post</td><td>1</td><td>0.8374</td></tr><tr><td>Just signed an #earthday petition to take action on climate change via @rockthevote: http://bit.ly/ainwzM</td><td>1</td><td>1.0</td></tr><tr><td>Treating Climate Change as a Curable Disease http://viigo.im/3fSu</td><td>1</td><td>1.0</td></tr><tr><td>See how CCX Member Motorola is working to be part of the solution in addressing the climate change challenge: http://bit.ly/aC6NgS</td><td>1</td><td>1.0</td></tr><tr><td>RT @manyko2: Bolivian President Blames Capitalism for Global Warming http://bit.ly/bcIloj //US policies threaten indigenous peoples #p2</td><td>1</td><td>0.5047</td></tr><tr><td>Interesting point re: why macro-probs like global warming are never solved: politicians need only solve immediate probs for re-election</td><td>1</td><td>0.5337</td></tr><tr><td>RT @MotherJones: Yet another gift from global warming: increased allergy attacks http://bit.ly/9o8F9y #p2</td><td>1</td><td>1.0</td></tr><tr><td>Global Climate Change Effects on the Mid-Continent (Download to view animations) http://slidesha.re/bRD3BW</td><td>1</td><td>1.0</td></tr><tr><td>Are you ready for climate change, if so let your lawmakers know, how tell them sign petitions, drop a hint :)</td><td>1</td><td>1.0</td></tr><tr><td>UMC Expands Climate Change Policy and Carbon Emission Reduction Goals http://goo.gl/fb/T7njr</td><td>1</td><td>0.643</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming: Thanks to an unusually cold and snowy winter, followed by an earl... http://bit.ly/aJKsz3</td><td>1</td><td>1.0</td></tr><tr><td>Ridiculous: giving a climate change denier a nature show? Keep Sarah Palin off #Discovery: http://bit.ly/bmUK4w (via @CREDOmobile)</td><td>1</td><td>0.6257</td></tr><tr><td>Report: #Allergy Season to Get Worse with #Climate Change read from @time this really sucks for me: http://bit.ly/aDeS0r</td><td>1</td><td>1.0</td></tr><tr><td>CODA Automotive Lauded for Innovation and Technology Efforts to Combat Climate Change and Air Pollution http://goo.gl/fb/AQRum</td><td>1</td><td>1.0</td></tr><tr><td>Report Claims Climate Change Is To Blame For Increase Of Allergies http://bit.ly/bG1dIR</td><td>1</td><td>1.0</td></tr><tr><td>Tulips in mid-April in Chicago? Love the global warming. http://ow.ly/i/16qg</td><td>1</td><td>1.0</td></tr><tr><td>Global warming will make allergies worse for 25 million Americans, hitting those with asthma hardest: WWF (ClimateWire) #globalwarming</td><td>1</td><td>1.0</td></tr><tr><td>85 degrees in April eh? Hellooo global warming, nice to meet u</td><td>1</td><td>1.0</td></tr><tr><td>Rejoice, NY Times mentions crop wild relatives in article about adapting agriculture to climate change http://bit.ly/dmIB7F #agriculture</td><td>1</td><td>0.6705</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change http://bit.ly/ddyxmX</td><td>1</td><td>1.0</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change http://bit.ly/c75hGf</td><td>1</td><td>0.6452</td></tr><tr><td>RT @highcountrynews RT @NPCA: Two more glaciers are gone from namesake nat. park due to global warming, USGS reports http://bit.ly/dpXXWW</td><td>1</td><td>1.0</td></tr><tr><td>RT @solveclimate: Feeling the Heat Down Under When it Comes to Climate Change: Erwin Jackson, The Climate Institute.. http://bit.ly/c1uWL4</td><td>1</td><td>0.7282</td></tr><tr><td>UK leads the way! RT @10cities Schumacher College: Mobilising Democracy to Tackle Climate Change http://post.ly/RsXv</td><td>1</td><td>1.0</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies http://bit.ly/bQan2X</td><td>1</td><td>1.0</td></tr><tr><td>RT @EnergyBoom: Harvard and MIT Receive $2 Million to Study Health and Environmental Impacts of Climate Change http://bit.ly/cLhcxz</td><td>1</td><td>1.0</td></tr><tr><td>Sen. Kerry writing in The Hill today: U.S. Must Lead on Climate Change http://bit.ly/dCT9yb</td><td>1</td><td>0.689</td></tr><tr><td>Fight Climate Change From All Fronts: http://is.gd/biT49 #climatechange #SaveTerra 1</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: http://is.gd/biT49 #climatechange #SaveTerra 2</td><td>1</td><td>1.0</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies http://bit.ly/bQan2X</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: http://is.gd/biT49 #climatechange #SaveTerra 3</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: http://is.gd/biT49 #climatechange #SaveTerra 4</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: http://is.gd/biT49 #climatechange #SaveTerra 5</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: http://is.gd/biT49 #climatechange #SaveTerra 6</td><td>1</td><td>0.6617</td></tr><tr><td>RT @BluePractice: The clothing industry started global warming in the first place. - Yvon Chouinard, Patagonia #FortuneGreen</td><td>1</td><td>0.6378</td></tr><tr><td>Fight Climate Change From All Fronts: http://is.gd/biT49 #climatechange #SaveTerra 7</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: http://is.gd/biT49 #climatechange #SaveTerra 8</td><td>1</td><td>0.6844</td></tr><tr><td>Filmmaker Travels The Globe To Find People Fighting Climate Change ... http://bit.ly/bgM3w5</td><td>1</td><td>1.0</td></tr><tr><td>Filmmaker Travels The Globe To Find People Fighting Climate Change ...: Filmmaker Travels The Globe To Find People... http://bit.ly/bgM3w5</td><td>1</td><td>0.6557</td></tr><tr><td>Rejoice, NY Times mentions crop wild relatives in article about adapting agriculture to climate change http://bit.ly/dmIB7F #agriculture</td><td>1</td><td>0.6406</td></tr><tr><td>Effort to remake America's energy future and fight global warming could be harmed, or spurred, by Gulf #oilspill: http://bit.ly/dl4zuD</td><td>1</td><td>1.0</td></tr><tr><td>How would catastrophic climate change change the average persons life? Think 100% unemployment every where on the planet for several decades</td><td>1</td><td>1.0</td></tr><tr><td>Arctic Ice Loss Accelerating Global Warming: Research: TopNews New Zealand Global warming may be getting worse tha... http://bit.ly/cx7Jz2</td><td>1</td><td>1.0</td></tr><tr><td>Plants effective way of tackling global warming: Washington, Apr 30 (ANI): Plant leaves account for less than one ... http://bit.ly/9Ygtzk</td><td>1</td><td>1.0</td></tr><tr><td>Namibia: Govt to Get Active On Climate Change http://bit.ly/ct0bmF</td><td>1</td><td>1.0</td></tr><tr><td>Plants effective way of tackling global warming http://bit.ly/9dmNc3</td><td>1</td><td>0.672</td></tr><tr><td>Wait here's an idea: it's natural climate change, not human induced global warming. http://bit.ly/alsvDh</td><td>0</td><td>1.0</td></tr><tr><td>Glacial Melt From Global Warming Could Unplug Volcanos: Earthweek - A Diary of the Planet Eruptions of glacial vol... http://bit.ly/boNsiq</td><td>1</td><td>1.0</td></tr><tr><td>\"33 US Military Generals, Admirals: \"\"Climate Change is Threatening ... http://bit.ly/bbFBhD\"</td><td>1</td><td>0.6694</td></tr><tr><td>Off shore drilling threatens wildlife and contributes to climate change.  Urge Obama NOT to expand drilling!  http://bit.ly/c2iwYa</td><td>1</td><td>1.0</td></tr><tr><td>AllGov - News - Global Warming Isn't All Bad��_If You're an ...: In the frozen reaches of Canada, warmer temperature... http://bit.ly/9o0pxS</td><td>1</td><td>0.6928</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness: A new government report says global warmin... http://bit.ly/cmuSvn</td><td>1</td><td>1.0</td></tr><tr><td>Global warming picking up steam, Obama top science adviser says: John P. Holdren, Obama's top science adviser, dis... http://bit.ly/ckAKgF</td><td>1</td><td>0.6779</td></tr><tr><td>RT @TheClimateDesk: Lyme disease already costs &gt; $2.5 billion a year, and climate change could make it even pricier. http://bit.ly/bazHHY</td><td>1</td><td>1.0</td></tr><tr><td>Whale Excrement To Check Global Warming: TopNews United States New researcher carried out by the Australian Antarc... http://bit.ly/cA69Fc</td><td>1</td><td>0.649</td></tr><tr><td>Government Report Says Global Warming to Cause Cancer, Mental Illness: CNSNews.com By Matt Cover, Staff Writer (CN... http://bit.ly/cGDR9K</td><td>1</td><td>1.0</td></tr><tr><td>EPA issues report on U.S. climate change indicators - warming is having measurable effect across ecosystems http://bit.ly/c9RnR6</td><td>1</td><td>0.9298</td></tr><tr><td>Report: Save the Whales and They'll Save Us from Global Warming: Need more proof that Global Warming is the proble... http://bit.ly/dBKXCh</td><td>1</td><td>1.0</td></tr><tr><td>RT @fishmark: Wine grapes have become our best early-warning system for the effects of global warming. http://awe.sm/55QVf  via @Slate</td><td>1</td><td>0.6797</td></tr><tr><td>Wine grapes have become our best early-warning system for the effects of global warming. http://awe.sm/55QVf via @Slate</td><td>1</td><td>1.0</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All Around Us http://bit.ly/96VuYB</td><td>1</td><td>0.6575</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All ...: Natural Resources Defense Counc... http://bit.ly/abm7iZ</td><td>1</td><td>1.0</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies http://url4.eu/2cQ8D</td><td>1</td><td>0.7041</td></tr><tr><td>Syed Husin wanted to know the effects of global warming to Malaysia. http://bit.ly/cG4TMa</td><td>1</td><td>0.6502</td></tr><tr><td>Cleaner Air Could Speed Global Warming http://bit.ly/d2xBrO</td><td>1</td><td>1.0</td></tr><tr><td>EXCLUSIVE - Climate change could raise cost of U.S. allergies http://url4.eu/2cQ8W</td><td>1</td><td>1.0</td></tr><tr><td>New facts support global warming case: Recent letter-writer Charles Kesner is either out-of-touch with reliable ne... http://bit.ly/9AB5Sb</td><td>1</td><td>1.0</td></tr><tr><td>QUT researchers track climate change http://bit.ly/91EJHE</td><td>1</td><td>0.5865</td></tr><tr><td>Study: Climate Change Threatens Your Health, Too http://bit.ly/cbSUb5</td><td>1</td><td>1.0</td></tr><tr><td>RT @panteraonca07: Slideshow of Alaska Before the Effects of Global Warming http://bit.ly/d1szFE</td><td>1</td><td>1.0</td></tr><tr><td>In Vino Veritas The delicate wine grape has become our best early-warning system for the effects of global warming. http://bit.ly/9lUTkI</td><td>1</td><td>1.0</td></tr><tr><td>Conservation International:: Give a gift that helps prevent climate change, provides habitat for endangered specie... http://bit.ly/dcuSyT</td><td>1</td><td>1.0</td></tr><tr><td>Conservation International:: Give a gift that helps prevent climate change, provides habitat for endangered specie... http://bit.ly/dcuSyT</td><td>1</td><td>1.0</td></tr><tr><td>Climate change is real and climate change has consequences for all of us. http://bit.ly/8XLIpP</td><td>1</td><td>1.0</td></tr></tbody></table></div>"]}}],"execution_count":29},{"cell_type":"markdown","source":["Looks like we removed all NaNs. Let's confirm by printing a summary table that shows the number of NaNs and Nulls in each column."],"metadata":{}},{"cell_type":"code","source":["from pyspark.sql.functions import isnan, when, count, col\n\ncolumns = ['tweet', 'confidence', 'existence']\ngwDF_clean.select([count(when(isnan(c) | col(c).isNull(), c)).alias(c) for c in gwDF_clean.columns]).show()\n"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+-----+---------+----------+\ntweet|existence|confidence|\n+-----+---------+----------+\n    0|        0|         0|\n+-----+---------+----------+\n\n</div>"]}}],"execution_count":31},{"cell_type":"markdown","source":["Let's save the data frame to parquet file, to make this easier next time."],"metadata":{}},{"cell_type":"code","source":["gwDF_clean.write.parquet(\"gwDF\", mode='overwrite')"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":33},{"cell_type":"markdown","source":["## Train-Test Split\n\nNow we can begin with developing a machine learning model. \n\nFirst, we'll split our data into training and test samples. We will use 80% for training, and the remaining 20% for testing. We set a seed to reproduce the same results (i.e. if you re-run this notebook, you'll get the same results both times)."],"metadata":{}},{"cell_type":"code","source":["(trainDF, testDF) = gwDF_clean.randomSplit([0.8, 0.2], seed=42)\ntrainDF.cache()\ntestDF.cache()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"><span class=\"ansired\">Out[</span><span class=\"ansired\">30</span><span class=\"ansired\">]: </span>DataFrame[tweet: string, existence: int, confidence: double]\n</div>"]}}],"execution_count":35},{"cell_type":"markdown","source":["## Feature Engineering\n\n### Apply Tokenizer to setences\n\nUsing the [RegexTokenizer](https://spark.apache.org/docs/latest/api/python/pyspark.ml.html#pyspark.ml.feature.RegexTokenizer), we convert our tweets into a list of tokens."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.feature import RegexTokenizer\n\ntokenizer = (RegexTokenizer()\n            .setInputCol(\"tweet\")\n            .setOutputCol(\"tokens\")\n            .setPattern(\"\\\\W+\"))\n\ntokenizedDF = tokenizer.transform(gwDF_clean)\n\ndisplay(tokenizedDF.select('tweet','tokens').limit(5)) # Look at a few tokenized reviews"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>tweet</th><th>tokens</th></tr></thead><tbody><tr><td>Global warming report urges governments to act|BRUSSELS, Belgium (AP) - The world faces increased hunger and .. [link]</td><td>List(global, warming, report, urges, governments, to, act, brussels, belgium, ap, the, world, faces, increased, hunger, and, link)</td></tr><tr><td>Fighting poverty and global warming in Africa [link]</td><td>List(fighting, poverty, and, global, warming, in, africa, link)</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>List(carbon, offsets, how, a, vatican, forest, failed, to, reduce, global, warming, link)</td></tr><tr><td>Carbon offsets: How a Vatican forest failed to reduce global warming [link]</td><td>List(carbon, offsets, how, a, vatican, forest, failed, to, reduce, global, warming, link)</td></tr><tr><td>URUGUAY: Tools Needed for Those Most Vulnerable to Climate Change [link]</td><td>List(uruguay, tools, needed, for, those, most, vulnerable, to, climate, change, link)</td></tr></tbody></table></div>"]}}],"execution_count":37},{"cell_type":"markdown","source":["There are a lot of words that do not contain much information about the sentiment of the review (e.g. `the`, `a`, etc.). Let's remove these uninformative words using [StopWordsRemover](https://spark.apache.org/docs/latest/api/python/pyspark.ml.html#pyspark.ml.feature.StopWordsRemover)."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.feature import StopWordsRemover\n\nremover = (StopWordsRemover()\n          .setInputCol(\"tokens\")\n          .setOutputCol(\"stopWordFree\"))\n\nremovedStopWordsDF = remover.transform(tokenizedDF)\n\ndisplay(removedStopWordsDF.select('tokens','stopWordFree').limit(5)) # Look at a few tokenized reviews without stop words"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>tokens</th><th>stopWordFree</th></tr></thead><tbody><tr><td>List(global, warming, report, urges, governments, to, act, brussels, belgium, ap, the, world, faces, increased, hunger, and, link)</td><td>List(global, warming, report, urges, governments, act, brussels, belgium, ap, world, faces, increased, hunger, link)</td></tr><tr><td>List(fighting, poverty, and, global, warming, in, africa, link)</td><td>List(fighting, poverty, global, warming, africa, link)</td></tr><tr><td>List(carbon, offsets, how, a, vatican, forest, failed, to, reduce, global, warming, link)</td><td>List(carbon, offsets, vatican, forest, failed, reduce, global, warming, link)</td></tr><tr><td>List(carbon, offsets, how, a, vatican, forest, failed, to, reduce, global, warming, link)</td><td>List(carbon, offsets, vatican, forest, failed, reduce, global, warming, link)</td></tr><tr><td>List(uruguay, tools, needed, for, those, most, vulnerable, to, climate, change, link)</td><td>List(uruguay, tools, needed, vulnerable, climate, change, link)</td></tr></tbody></table></div>"]}}],"execution_count":39},{"cell_type":"markdown","source":["### hands-on lab\n\nWhere do the stop words actually come from? Spark includes a small English list as a default, which we're implicitly using here.\n\nLook into the Spark documentation, to find out how you can get a list of the stop words."],"metadata":{}},{"cell_type":"code","source":["# your solution goes into this cell\nstopwords = []\nstopwords # this prints the stopwords."],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"><span class=\"ansired\">Out[</span><span class=\"ansired\">33</span><span class=\"ansired\">]: </span>[]\n</div>"]}}],"execution_count":41},{"cell_type":"code","source":["# maximize this cell to see the solution\n\nstopWords = remover.getStopWords()\nstopWords"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"><span class=\"ansired\">Out[</span><span class=\"ansired\">34</span><span class=\"ansired\">]: </span>\n[&apos;i&apos;,\n &apos;me&apos;,\n &apos;my&apos;,\n &apos;myself&apos;,\n &apos;we&apos;,\n &apos;our&apos;,\n &apos;ours&apos;,\n &apos;ourselves&apos;,\n &apos;you&apos;,\n &apos;your&apos;,\n &apos;yours&apos;,\n &apos;yourself&apos;,\n &apos;yourselves&apos;,\n &apos;he&apos;,\n &apos;him&apos;,\n &apos;his&apos;,\n &apos;himself&apos;,\n &apos;she&apos;,\n &apos;her&apos;,\n &apos;hers&apos;,\n &apos;herself&apos;,\n &apos;it&apos;,\n &apos;its&apos;,\n &apos;itself&apos;,\n &apos;they&apos;,\n &apos;them&apos;,\n &apos;their&apos;,\n &apos;theirs&apos;,\n &apos;themselves&apos;,\n &apos;what&apos;,\n &apos;which&apos;,\n &apos;who&apos;,\n &apos;whom&apos;,\n &apos;this&apos;,\n &apos;that&apos;,\n &apos;these&apos;,\n &apos;those&apos;,\n &apos;am&apos;,\n &apos;is&apos;,\n &apos;are&apos;,\n &apos;was&apos;,\n &apos;were&apos;,\n &apos;be&apos;,\n &apos;been&apos;,\n &apos;being&apos;,\n &apos;have&apos;,\n &apos;has&apos;,\n &apos;had&apos;,\n &apos;having&apos;,\n &apos;do&apos;,\n &apos;does&apos;,\n &apos;did&apos;,\n &apos;doing&apos;,\n &apos;a&apos;,\n &apos;an&apos;,\n &apos;the&apos;,\n &apos;and&apos;,\n &apos;but&apos;,\n &apos;if&apos;,\n &apos;or&apos;,\n &apos;because&apos;,\n &apos;as&apos;,\n &apos;until&apos;,\n &apos;while&apos;,\n &apos;of&apos;,\n &apos;at&apos;,\n &apos;by&apos;,\n &apos;for&apos;,\n &apos;with&apos;,\n &apos;about&apos;,\n &apos;against&apos;,\n &apos;between&apos;,\n &apos;into&apos;,\n &apos;through&apos;,\n &apos;during&apos;,\n &apos;before&apos;,\n &apos;after&apos;,\n &apos;above&apos;,\n &apos;below&apos;,\n &apos;to&apos;,\n &apos;from&apos;,\n &apos;up&apos;,\n &apos;down&apos;,\n &apos;in&apos;,\n &apos;out&apos;,\n &apos;on&apos;,\n &apos;off&apos;,\n &apos;over&apos;,\n &apos;under&apos;,\n &apos;again&apos;,\n &apos;further&apos;,\n &apos;then&apos;,\n &apos;once&apos;,\n &apos;here&apos;,\n &apos;there&apos;,\n &apos;when&apos;,\n &apos;where&apos;,\n &apos;why&apos;,\n &apos;how&apos;,\n &apos;all&apos;,\n &apos;any&apos;,\n &apos;both&apos;,\n &apos;each&apos;,\n &apos;few&apos;,\n &apos;more&apos;,\n &apos;most&apos;,\n &apos;other&apos;,\n &apos;some&apos;,\n &apos;such&apos;,\n &apos;no&apos;,\n &apos;nor&apos;,\n &apos;not&apos;,\n &apos;only&apos;,\n &apos;own&apos;,\n &apos;same&apos;,\n &apos;so&apos;,\n &apos;than&apos;,\n &apos;too&apos;,\n &apos;very&apos;,\n &apos;s&apos;,\n &apos;t&apos;,\n &apos;can&apos;,\n &apos;will&apos;,\n &apos;just&apos;,\n &apos;don&apos;,\n &apos;should&apos;,\n &apos;now&apos;,\n &quot;i&apos;ll&quot;,\n &quot;you&apos;ll&quot;,\n &quot;he&apos;ll&quot;,\n &quot;she&apos;ll&quot;,\n &quot;we&apos;ll&quot;,\n &quot;they&apos;ll&quot;,\n &quot;i&apos;d&quot;,\n &quot;you&apos;d&quot;,\n &quot;he&apos;d&quot;,\n &quot;she&apos;d&quot;,\n &quot;we&apos;d&quot;,\n &quot;they&apos;d&quot;,\n &quot;i&apos;m&quot;,\n &quot;you&apos;re&quot;,\n &quot;he&apos;s&quot;,\n &quot;she&apos;s&quot;,\n &quot;it&apos;s&quot;,\n &quot;we&apos;re&quot;,\n &quot;they&apos;re&quot;,\n &quot;i&apos;ve&quot;,\n &quot;we&apos;ve&quot;,\n &quot;you&apos;ve&quot;,\n &quot;they&apos;ve&quot;,\n &quot;isn&apos;t&quot;,\n &quot;aren&apos;t&quot;,\n &quot;wasn&apos;t&quot;,\n &quot;weren&apos;t&quot;,\n &quot;haven&apos;t&quot;,\n &quot;hasn&apos;t&quot;,\n &quot;hadn&apos;t&quot;,\n &quot;don&apos;t&quot;,\n &quot;doesn&apos;t&quot;,\n &quot;didn&apos;t&quot;,\n &quot;won&apos;t&quot;,\n &quot;wouldn&apos;t&quot;,\n &quot;shan&apos;t&quot;,\n &quot;shouldn&apos;t&quot;,\n &quot;mustn&apos;t&quot;,\n &quot;can&apos;t&quot;,\n &quot;couldn&apos;t&quot;,\n &apos;cannot&apos;,\n &apos;could&apos;,\n &quot;here&apos;s&quot;,\n &quot;how&apos;s&quot;,\n &quot;let&apos;s&quot;,\n &apos;ought&apos;,\n &quot;that&apos;s&quot;,\n &quot;there&apos;s&quot;,\n &quot;what&apos;s&quot;,\n &quot;when&apos;s&quot;,\n &quot;where&apos;s&quot;,\n &quot;who&apos;s&quot;,\n &quot;why&apos;s&quot;,\n &apos;would&apos;]\n</div>"]}}],"execution_count":42},{"cell_type":"markdown","source":["Now try to remove additional stop words. For example, let's remove each occurrence of the `link` from the reviews."],"metadata":{}},{"cell_type":"code","source":["# replace this with your solution\nremovedStopWordsDF = remover.transform(tokenizedDF)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":44},{"cell_type":"code","source":["# maximize this cell to see the solution\n# these two lines will remove \"br\" and all other defined stop words\n\nremover.setStopWords([\"link\"] + stopWords)\nremovedStopWordsDF = remover.transform(tokenizedDF)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":45},{"cell_type":"code","source":["display(removedStopWordsDF.select('tokens','stopWordFree').limit(5)) # look at a few tokenized reviews without stop words"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>tokens</th><th>stopWordFree</th></tr></thead><tbody><tr><td>List(global, warming, report, urges, governments, to, act, brussels, belgium, ap, the, world, faces, increased, hunger, and, link)</td><td>List(global, warming, report, urges, governments, act, brussels, belgium, ap, world, faces, increased, hunger)</td></tr><tr><td>List(fighting, poverty, and, global, warming, in, africa, link)</td><td>List(fighting, poverty, global, warming, africa)</td></tr><tr><td>List(carbon, offsets, how, a, vatican, forest, failed, to, reduce, global, warming, link)</td><td>List(carbon, offsets, vatican, forest, failed, reduce, global, warming)</td></tr><tr><td>List(carbon, offsets, how, a, vatican, forest, failed, to, reduce, global, warming, link)</td><td>List(carbon, offsets, vatican, forest, failed, reduce, global, warming)</td></tr><tr><td>List(uruguay, tools, needed, for, those, most, vulnerable, to, climate, change, link)</td><td>List(uruguay, tools, needed, vulnerable, climate, change)</td></tr></tbody></table></div>"]}}],"execution_count":46},{"cell_type":"markdown","source":["### Word-Frequencies\n\nNext, we need to get a numerical representation of the tweets.  A common approach is to count how often any of the words from a given vocabulary appear in each tweet. \n\nWe use an `Estimators` for this purpose.  We first `fit` it to the DataFrame.  This process returns a model (a Transformer), which we can use to transform DataFrames.\n\nLet's apply a [CountVectorizer](https://spark.apache.org/docs/latest/api/python/pyspark.ml.html#pyspark.ml.feature.CountVectorizer) model to convert our tokens into a vocabulary."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.feature import CountVectorizer\n\ncounts = (CountVectorizer()\n          .setInputCol(\"stopWordFree\")\n          .setOutputCol(\"counts\"))\n\ncountModel = counts.fit(removedStopWordsDF)\n\ncountsDF = countModel.transform(removedStopWordsDF)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":48},{"cell_type":"markdown","source":["### Hands-on lab\n\nTry to answer these questions:\n0. How does the `CountVectorizer` know which vocabulary to use?\n\n### End of lab"],"metadata":{}},{"cell_type":"code","source":["display(countsDF.select(\"stopWordFree\", \"counts\").limit(10))"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>stopWordFree</th><th>counts</th></tr></thead><tbody><tr><td>List(global, warming, report, urges, governments, act, brussels, belgium, ap, world, faces, increased, hunger)</td><td>List(0, 9983, List(1, 2, 20, 21, 224, 359, 462, 902, 1000, 1220, 2102, 2561, 2704), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0))</td></tr><tr><td>List(fighting, poverty, global, warming, africa)</td><td>List(0, 9983, List(1, 2, 138, 167, 329), List(1.0, 1.0, 1.0, 1.0, 1.0))</td></tr><tr><td>List(carbon, offsets, vatican, forest, failed, reduce, global, warming)</td><td>List(0, 9983, List(1, 2, 39, 129, 466, 549, 702, 743), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0))</td></tr><tr><td>List(carbon, offsets, vatican, forest, failed, reduce, global, warming)</td><td>List(0, 9983, List(1, 2, 39, 129, 466, 549, 702, 743), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0))</td></tr><tr><td>List(uruguay, tools, needed, vulnerable, climate, change)</td><td>List(0, 9983, List(3, 4, 335, 572, 752, 1023), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0))</td></tr><tr><td>List(rt, sejorg, rt, jaymiheimbuch, ocean, saltiness, shows, global, warming, intensifying, water, cycle)</td><td>List(0, 9983, List(1, 2, 7, 116, 123, 237, 560, 570, 856, 1806, 2657), List(1.0, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0))</td></tr><tr><td>List(global, warming, evidence, around, us, message, global, warming, deniers, doubters, look, around)</td><td>List(0, 9983, List(1, 2, 18, 103, 135, 220, 236, 362, 598), List(2.0, 2.0, 1.0, 1.0, 1.0, 2.0, 1.0, 1.0, 1.0))</td></tr><tr><td>List(migratory, birds, new, climate, change, strategy, stay, home)</td><td>List(0, 9983, List(3, 4, 11, 204, 418, 885, 1099, 2225), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0))</td></tr><tr><td>List(southern, africa, competing, limpopo, water, climate, change, bring, higher, temperatures, southe)</td><td>List(0, 9983, List(3, 4, 116, 138, 460, 494, 656, 1012, 1965, 2322, 2552), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0))</td></tr><tr><td>List(global, warming, impact, wheat, rice, production, india, ludhiana, apr, 18, scarcity, water, serious)</td><td>List(0, 9983, List(1, 2, 116, 191, 233, 268, 368, 474, 812, 1488, 1535, 1575, 1662), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0))</td></tr></tbody></table></div>"]}}],"execution_count":50},{"cell_type":"markdown","source":["## Classification\n\n### Defining a decision tree\n\nNow we are going to use a [DecisionTreeClassifier](https://spark.apache.org/docs/latest/ml-classification-regression.html#decision-tree-classifier) model to fit to our dataset."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.classification import DecisionTreeClassifier\n\ndtc = DecisionTreeClassifier().setLabelCol('existence').setFeaturesCol(\"counts\")"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":52},{"cell_type":"markdown","source":["## Pipeline\n\nLet's put all of these stages into a [Pipeline](https://spark.apache.org/docs/latest/api/python/pyspark.ml.html#pyspark.ml.Pipeline). This way, you don't have to remember all of the different steps you applied to the training set, and then apply the same steps to the test dataset. The pipeline takes care of that for you!"],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml import Pipeline\n\npipeline = Pipeline().setStages([tokenizer, remover, counts, dtc])\n\npipelineModel = pipeline.fit(trainDF)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":54},{"cell_type":"markdown","source":["## Evaluate\n\nWe are going to use [MultiClassClassificationEvaluator](https://spark.apache.org/docs/latest/api/python/pyspark.ml.html#pyspark.ml.evaluation.MulticlassClassificationEvaluator)  to evaluate our predictions (we are using MultiClass because the BinaryClassificationEvaluator does not support accuracy as a metric)."],"metadata":{}},{"cell_type":"code","source":["resultDF = pipelineModel.transform(testDF)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":56},{"cell_type":"code","source":["from pyspark.ml.evaluation import MulticlassClassificationEvaluator\n\nevaluator = MulticlassClassificationEvaluator().setLabelCol(\"existence\").setMetricName('accuracy')\n\ninit_accuracy = evaluator.evaluate(resultDF)\n\nprint(\"Accuracy: %(result)s\" % {\"result\": init_accuracy})"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">Accuracy: 0.7844387755102041\n</div>"]}}],"execution_count":57},{"cell_type":"markdown","source":["### Feature Importance"],"metadata":{}},{"cell_type":"markdown","source":["We might be curious to know which words contribute the most to knowing whether a tweet supports or denies the existence of climate change (stong opinion one way or the other). For that we can simply list the \"feature importance\" values for the trained model. This is a measure of how important a feature is to the model's prediction (positive or negative)."],"metadata":{}},{"cell_type":"code","source":["import pandas as pd\n\ntree = pipelineModel.stages[-1]\n\ncountModel = pipelineModel.stages[2]\n\n#  Zip the list of features with their scores\nscores = zip(countModel.vocabulary, tree.featureImportances)\n\nscores_df = pd.DataFrame(list(scores), columns=['word', 'importance'])\n\nscores_df = scores_df.sort_values(by='importance', ascending=False)\n\ndisplay(scores_df.head(2**tree.depth))"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>word</th><th>importance</th></tr></thead><tbody><tr><td>warming</td><td>0.4631159987689565</td></tr><tr><td>gore</td><td>0.18871659963857193</td></tr><tr><td>tcot</td><td>0.06427648547331909</td></tr><tr><td>scam</td><td>0.055257679959650585</td></tr><tr><td>great</td><td>0.04872461096196604</td></tr><tr><td>snow</td><td>0.04256056297369514</td></tr><tr><td>utah</td><td>0.04231454179018347</td></tr><tr><td>scandal</td><td>0.030705457241110744</td></tr><tr><td>news</td><td>0.011963639124098223</td></tr><tr><td>disprove</td><td>0.010906510759751211</td></tr><tr><td>national</td><td>0.008785800334244047</td></tr><tr><td>report</td><td>0.008546841054393652</td></tr><tr><td>article</td><td>0.00756966011734341</td></tr><tr><td>people</td><td>0.006527546071338077</td></tr><tr><td>bit</td><td>0.005062178585935626</td></tr><tr><td>global</td><td>0.0049658871454422845</td></tr><tr><td>a18hvb</td><td>0.0</td></tr><tr><td>theaarondouglas</td><td>0.0</td></tr><tr><td>store</td><td>0.0</td></tr><tr><td>tlkibg</td><td>0.0</td></tr><tr><td>http</td><td>0.0</td></tr><tr><td>1lwe8</td><td>0.0</td></tr><tr><td>vageruption</td><td>0.0</td></tr><tr><td>profiling</td><td>0.0</td></tr><tr><td>alpscentre</td><td>0.0</td></tr><tr><td>d31o9n2</td><td>0.0</td></tr><tr><td>alan</td><td>0.0</td></tr><tr><td>cst</td><td>0.0</td></tr><tr><td>energysection</td><td>0.0</td></tr><tr><td>giles</td><td>0.0</td></tr><tr><td>assholes</td><td>0.0</td></tr><tr><td>chyuwu</td><td>0.0</td></tr></tbody></table></div>"]}}],"execution_count":60},{"cell_type":"markdown","source":["### Hands-on lab (advanced!)\n\nThe first pipeline was using a very basic approach to feature engineering: It tokenized tweets into individual words, removed stop words, and counted for each word how often it appeared in each tweet.\n\nLet's try interesting: We use [Word2Vec](https://en.wikipedia.org/wiki/Word2vec) to create [word embeddings](https://en.wikipedia.org/wiki/Word_embedding). Rather then relying simply on the individual words in each tweet, we will create a semantic representation that tells us what topic were touched on in each tweet. Intituitively, this will tell us a bit about what the person had in mind when writing the tweet.\n\nIn the following cell, do the following:\n- Define a `Word2vec` object and fit it to the `removedStopWordsDF` DataFrame. This will return a `Word2VecModel`. Make sure it uses `stopWordFree` as input, and `features` as output.\n- Define a `LogisticRegression` model, using `existence` as labels, and `features` as features.\n- Update the pipeline!"],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.feature import Word2VecModel, Word2Vec\nfrom pyspark.ml.classification import LogisticRegression\n\n# word2vecModel = \n\n# lg = \n\n# pipeline = "],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":62},{"cell_type":"code","source":["# maximize this cell to see the solution\n\nfrom pyspark.ml.feature import Word2VecModel, Word2Vec\nfrom pyspark.ml.classification import LogisticRegression\n\nword2vecModel = Word2Vec(inputCol='stopWordFree', outputCol='features', vectorSize=100).fit(removedStopWordsDF)\n\nlg = LogisticRegression().setLabelCol('existence').setFeaturesCol(\"features\")\n\npipeline = Pipeline().setStages([tokenizer, remover, word2vecModel, lg])\npipelineModel_trained = pipelineModel.copy()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":63},{"cell_type":"markdown","source":["Let's see whether this pipeline performs better than the basic model."],"metadata":{}},{"cell_type":"code","source":["pipelineModel = pipeline.fit(trainDF)\n\nresultDF = pipelineModel.transform(testDF)\n\naccuracy_w2v = evaluator.evaluate(resultDF)\n\nprint(\"Accuracy: %(result)s\" % {\"result\": accuracy_w2v})"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">Accuracy: 0.7946428571428571\n</div>"]}}],"execution_count":65},{"cell_type":"markdown","source":["OK, there is a small improvement. Can we do better than that?\n\nOne problem with our dataset is that it is very small, maybe too small to create quality word embeddings. \n\nLet's try to use word embeddings that were created with a very large set of tweets. These embeddings are based on 2B tweets and a vocabulary with 1.2M entries.\n\nWe got these embeddings from [here](https://nlp.stanford.edu/projects/glove/).\n\n> Note: this takes about **2 minutes** to run."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.feature import Word2VecModel, Word2Vec\nfrom pyspark.ml.classification import LogisticRegression\n\nword2vecModel = Word2VecModel.load('dbfs:/mnt/data/myWord2VecModelTwitter')"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":67},{"cell_type":"code","source":["pipeline = Pipeline().setStages([tokenizer, remover, word2vecModel, lg])\n\npipelineModel = pipeline.fit(trainDF)\n\nresultDF = pipelineModel.transform(testDF)\n\naccuracy_w2v_twitter = evaluator.evaluate(resultDF)\n\nprint(\"Accuracy: %(result)s\" % {\"result\": accuracy_w2v_twitter})"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">Accuracy: 0.8188775510204082\n</div>"]}}],"execution_count":68},{"cell_type":"markdown","source":["Now let's compare the performance of our three models against each other and baseline accuracy (guessing, knowing how many tweets are in support of the existence of climate change)."],"metadata":{}},{"cell_type":"code","source":["# calculate baseline accuracy\nexists = testDF.filter(\"existence == 1\").count()\ntotalMeasures = testDF.count()\n\nprint(\"w2v model (twitter): {0:.1f}%, w2v model: {1:.1f}%, initial model: {2:.1f}%, baseline accuracy: {3:.1f}% ({4:d}/{5:d})\".format(accuracy_w2v_twitter*100, accuracy_w2v*100, init_accuracy*100, (exists/totalMeasures*100), exists, totalMeasures))"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">w2v model (twitter): 81.9%, w2v model: 79.5%, initial model: 78.4%, baseline accuracy: 75.8% (594/784)\n</div>"]}}],"execution_count":70},{"cell_type":"markdown","source":["When you are done defining your word2vec estimator and updating your pipeline. Run *all* the below cells again, and see whether the performance of your model has changed.\n\n### End of (optional) hands-on lab."],"metadata":{}},{"cell_type":"markdown","source":["## Evaluating the predictions\n\nLet's take a closer look at the resulting predictions and compare them to the ground truth."],"metadata":{}},{"cell_type":"code","source":["display(resultDF.select('tweet', 'existence', 'prediction'))"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>tweet</th><th>existence</th><th>prediction</th></tr></thead><tbody><tr><td>\"\"\"@NASA Climate Change\"\" is now on #Facebook. Become a fan & keep up w/ the #climate science buzz http://bit.ly/dzKcEq RT @Flipbooks\"</td><td>1</td><td>1.0</td></tr><tr><td>\"\"\"All 30 Major League Baseball Teams Throw Curve to Climate Change Deniers : CleanTechnica\"\" http://j.mp/ars7W2 #cleantech #greentech #MLB\"</td><td>1</td><td>1.0</td></tr><tr><td>\"\"\"Any\"\" = legitimate efforts by scientists to mislead and missrepresent their global warming findings. I haven't heard any implications yet.\"</td><td>1</td><td>0.0</td></tr><tr><td>\"\"\"Kerry Graham Lieberman Climate Bill - KGL Global Warming Energy Bill - thedailygreen.com\"\" http://j.mp/adUkuK\"</td><td>1</td><td>1.0</td></tr><tr><td>\"\"\"Political talk shows discuss global warming. This is science (fiction).\"\"\"</td><td>0</td><td>0.0</td></tr><tr><td>\"..leaders are failing to address the gravest threat our world has ever faced...\"\" \"\"Pressuring politicians on climate change is not working.\"</td><td>1</td><td>1.0</td></tr><tr><td>\"@1HotItalian First it was global cooling, then it was global warming, now it's climate change (AKA \"\"weather\"\"). Simple! :) #tcot\"</td><td>0</td><td>1.0</td></tr><tr><td>\"@1kevgriff it's nature's way os saying \"\"Global warming my a$$!\"\"\"</td><td>0</td><td>1.0</td></tr><tr><td>\"@CalebHowe So in other words, \"\"Global Climate Change\"\" has its benefits. I could live with this.\"</td><td>1</td><td>1.0</td></tr><tr><td>\"@KagroX Plate tectonics is one of those scientific \"\"theories\"\" like global warming and evolution which will destroy families and raise taxes\"</td><td>0</td><td>0.0</td></tr><tr><td>\"@TerriSueWho And EXACTLY why we say \"\"global warming schmorming!\"\"\"</td><td>0</td><td>0.0</td></tr><tr><td>\"BOYCOTT SIEMENS for buying \"\"global warming\"\"/\"\"climate change\"\" in their advertisements. #tcot #sgp #teaparty\"</td><td>0</td><td>1.0</td></tr><tr><td>\"CBS News: Conservatives Use \"\"Snowmageddon\"\" to Mock Global Warming http://tinyurl.com/yks75n5\"</td><td>0</td><td>1.0</td></tr><tr><td>\"Checking out \"\"Global Warming to Blame for Icelandic Volcanic Eruption\"\" on Freedom Pub: http://ning.it/9DEGrP #iceland #tcot #tlot #climate\"</td><td>1</td><td>1.0</td></tr><tr><td>\"Daniel C. Esty: Climate Change Plan B: Bringing down greenhouse gas emissions with a \"\"cap and trade\"\" system of tr... http://huff.to/d2RUP1\"</td><td>1</td><td>1.0</td></tr><tr><td>\"Government scientists suggest inter-agency \"\"fuzzy hubs\"\" to deal with mass extinctions brought on by climate change http://bit.ly/cRPlK4\"</td><td>1</td><td>1.0</td></tr><tr><td>\"I wish it wouldve been called \"\"global climate change\"\" from the start! RT @MotherJones Snowpocalypse: Take That Al Gore! http://bit.ly/9LOMhn\"</td><td>1</td><td>0.0</td></tr><tr><td>\"Just finished watching \"\"The Thaw\"\" and if you get past the global warming propaganda in thebegin&end it still sucks. I give it2 broken thumbs\"</td><td>0</td><td>0.0</td></tr><tr><td>\"Larry Brilliant at #TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socmedia @enviro\"</td><td>1</td><td>1.0</td></tr><tr><td>\"Larry Brilliant at TEDxVolcano: \"\"We have to fight for science; the single most important thing we face is climate change\"\" #socent #green\"</td><td>1</td><td>1.0</td></tr><tr><td>\"NOAA announces new climate change \"\"portal\"\" www.climate.gov and plans for a Climate Service to provide data http://www.noaa.gov/climate.html\"</td><td>1</td><td>1.0</td></tr><tr><td>\"Natives gather in Bolivia to criticize \"\"Copenhagen club.\"\" http://www.bluecorncomics.com/2010/04/climate-change-conference-in-bolivia.htm\"</td><td>1</td><td>1.0</td></tr><tr><td>\"RT @CalebHowe: I've officially heard one too many \"\"so much for global warming\"\" #snomg cracks. We need to save or create some new jokes.\"</td><td>1</td><td>1.0</td></tr><tr><td>\"RT @MMFA: Radio host Sussman: Gore \"\"doesn't believe in global warming ... he believes in money\"\": Fro... http://bit.ly/cqyb4Y ( #p2 #media )\"</td><td>0</td><td>0.0</td></tr><tr><td>\"RT @NavyNews: Global warming on Navy radar. \"\"New\"\" normal for the Arctic is to be not completely frozen. New normal? http://bit.ly/9uFZaj\"</td><td>1</td><td>1.0</td></tr><tr><td>\"RT @OpenCongress: \"\"Record snow hs buried D.C. ' and buried chances of passing global warming legislation this year.\"\" http://bit.ly/adxgbq\"</td><td>0</td><td>0.0</td></tr><tr><td>\"RT @ddimick: UN: \"\"Accelerated migration and climate change a 'recipe for social disaster'\"\" (via @alertnetclimate) http://post.ly/N9td\"</td><td>1</td><td>1.0</td></tr><tr><td>\"RT @joelcomm: The Great Global-Warming Collapse - http://TwitPWR.com/Dev/  (good.. can we now get back to reality?) &lt;&lt; The \"\"settled science\"\"\"</td><td>0</td><td>0.0</td></tr><tr><td>\"RT @kalimakhus @SocialistViews Perhaps denial of \"\"Climate change\"\" == denial that Capitalism is not sustainable http://socwrk.org/8696\"</td><td>1</td><td>1.0</td></tr><tr><td>\"RT @virgiltexas: Hey Al Gore: see these tornadoes racing across Mississippi? So much for global \"\"warming\"\" #tornadocot #ocra #sgp #gop #ucot #tlot #p2 #tycot\"</td><td>0</td><td>0.0</td></tr><tr><td>\"Report: Exxon Still Orchestrating Campaign to \"\"Undermine Public Acceptance of Global Warming\"\" http://bit.ly/amEhlJ\"</td><td>1</td><td>1.0</td></tr><tr><td>\"So far in that class I have gotten into \"\"heated discussion\"\" with global climate change denier and w/ student that nothing is \"\"their fault.\"\"\"</td><td>1</td><td>0.0</td></tr><tr><td>\"rt @democracy_now \"\"Most Important Event in Struggle Against Climate Change\"\" - Nigerian Environmentalist Nnimmo Bassey http://bit.ly/beV0W0\"</td><td>1</td><td>1.0</td></tr><tr><td>\"seriously though...when did the conservative view become \"\"i'm going to destroy the environment because global warming isn't real\"\"\"</td><td>1</td><td>1.0</td></tr><tr><td>#KCRW GoodFood Blog: Recycling Water; Meat and Global Warming; Peanuts; Rare Grapes http://bit.ly/cdq1ZJ</td><td>1</td><td>1.0</td></tr><tr><td>#Ocean Saltiness Shows #Global Warming Is Intensifying Our Water Cycle : TreeHugger http://bit.ly/9iuMYS</td><td>1</td><td>1.0</td></tr><tr><td>#enviroment: Global warming conference set Sunday http://allconcern.com/global-warming-conference-set-sunday/</td><td>1</td><td>1.0</td></tr><tr><td>#home OT - Can I reschedule my global warming pitch?: Just think if you finally got on the schedule to do a pitch ... http://bit.ly/daukSy</td><td>1</td><td>1.0</td></tr><tr><td>#justinbiebersucks and global warming is a farce</td><td>0</td><td>0.0</td></tr><tr><td>#snOMG has no more link to #climate change than did those 100s of stories about warm weather. Where were whiners then? #TCOT #TLOT</td><td>0</td><td>0.0</td></tr><tr><td>#snow #blizzard In the middle of the snowpocalypse, wondering what publics think of climate change? Check it out: http://bit.ly/3noViz</td><td>1</td><td>1.0</td></tr><tr><td>-- Press Releases April 2010 - Climate change negotiators agree on intensified .. http://retwt.me/1MNQO (via @UNEPandYou)</td><td>1</td><td>1.0</td></tr><tr><td>. Global Warming: Melting Away! | The Doc Is In effects of global warming http://bit.ly/9e5vFk</td><td>1</td><td>1.0</td></tr><tr><td>. global warming Study Says Arctic Ice Melt to Cost Global Economy $2.4 Trillion http://bit.ly/dxIaFb</td><td>1</td><td>1.0</td></tr><tr><td>. http://bit.ly/aqwt24 global warming facts World leaders back embattled Pachauri</td><td>1</td><td>1.0</td></tr><tr><td>10 Sustainable Super Structures to withstand global climate change: http://bit.ly/coemLB</td><td>1</td><td>1.0</td></tr><tr><td>10 to 20 inches for D.C. region Tuesday into Wednesday? Stop the global warming! http://ow.ly/15hyn #Snowpocalypse @KEder @wikipublius</td><td>1</td><td>1.0</td></tr><tr><td>124 Toyota Prius' have had break failures leading to a $2 billion recall. Tried to slow global warming but couldn't stop, what a shame.</td><td>1</td><td>0.0</td></tr><tr><td>15-year old speaks about global warming at Palace Theater: Alec Loorz has given more than 30 presentations on clim... http://bit.ly/c0b1Y5</td><td>1</td><td>1.0</td></tr><tr><td>15-year old speaks about global warming at Palace Theater|Earth Day may have come and gone, but the fight to .. http://oohja.com/xbvQ1</td><td>1</td><td>0.0</td></tr><tr><td>17. Moral authority - do we have the rt. to do this? Takeaway: geo-eng has a LOT OF RISKS (then again, so does runaway climate change). :(</td><td>1</td><td>1.0</td></tr><tr><td>2 quote Ackroyd's SNL anchor: Joy Behar, u ignorant slut! You BELIEVE in global warming and u mock Palin? http://bit.ly/9h6d3c Ur an idiot!</td><td>0</td><td>1.0</td></tr><tr><td>29 Graphs of Climate Change Science in One Place | Alternative ... http://bit.ly/defx2I</td><td>1</td><td>1.0</td></tr><tr><td>4-5 foot snow drifts in VA. Good job Global Warming. YOUR FIRED!</td><td>0</td><td>0.0</td></tr><tr><td>40 degrees in NYC. please urinate on next liberal global warming /climate change scum you see.</td><td>0</td><td>1.0</td></tr><tr><td>60 years ago today, my uncle was born in a blizzard. Yeah, climate change is a lie</td><td>0</td><td>0.0</td></tr><tr><td>62% support #environmental movement, but 48% told Gallup global warming is exaggerated. http://earthlingangst.blogspot.com #globalwarming</td><td>1</td><td>1.0</td></tr><tr><td>85 degrees in April eh? Hellooo global warming, nice to meet u</td><td>1</td><td>0.0</td></tr><tr><td>:) http://bit.ly/b2du4M stop global warming The Global Climate: Yes, Its Still Warming</td><td>1</td><td>1.0</td></tr><tr><td>:P http://bit.ly/bgxiU6 stop global warming The great global warming collapse</td><td>1</td><td>1.0</td></tr><tr><td>;O Winter Arctic Blast Proves Climate Change is Real http://bit.ly/98WI1L al gore global warming</td><td>1</td><td>0.0</td></tr><tr><td>;P ways to stop global warming IPCC devil deserves its due http://bit.ly/aWcovy</td><td>1</td><td>1.0</td></tr><tr><td>@AdrienneRoyer - ok, but climate change models say stronger storms. We have stronger storms now. So model is wrong?</td><td>0</td><td>1.0</td></tr><tr><td>@CO2HOG EPA Puts a Mafia-Style Hit on Sound Science #global warming #climate change http://bit.ly/cFh5Pl</td><td>0</td><td>1.0</td></tr><tr><td>@Climate change Giant #Glacier Fall in Peru Causes Deadly Tsunami : http://bit.ly/bvG95C</td><td>1</td><td>1.0</td></tr><tr><td>@Cubachi you are so on target, Bullshit is even better than the climate change hoax & Gore /Climate change is bullshit #leadersdebate #fact</td><td>0</td><td>0.0</td></tr><tr><td>@EdibleSF Are the models capable of projecting climate changes for 100 years? #global warminghttp://bit.ly/bfMKmz</td><td>1</td><td>1.0</td></tr><tr><td>@GovernAmerica You're bluffing. There is overwhelming consensus among climate scientists for the basic global warming narrative.</td><td>1</td><td>0.0</td></tr><tr><td>@GregMitch has there been any reporting on if the increase in sediment in upper atmospher could reduce global warming effect by reducing sun</td><td>1</td><td>1.0</td></tr><tr><td>@Heritage  Climate Change Scientific Consensus Cloudy as Ever  http://twurl.nl/jiv3qv</td><td>0</td><td>1.0</td></tr><tr><td>@JimPrentice making progress? RT @bbcworld: The chances of forging a binding agreement on climate change are small... http://bit.ly/aH1PWt</td><td>1</td><td>1.0</td></tr><tr><td>@LamontKingtv LOL I'm just making a funny. But YES global warming is REAL.</td><td>1</td><td>0.0</td></tr><tr><td>@LilBitSassy Can you say global warming!..hmpft lol!</td><td>0</td><td>0.0</td></tr><tr><td>@MNNative  I don't know anymore, Global warming?...oops Climate Change!</td><td>0</td><td>0.0</td></tr><tr><td>@Mac80537 Climate change theory has long predicted increased ocean temp would lead to more sever storms.</td><td>1</td><td>1.0</td></tr><tr><td>@MatthewJLB Funny RFK Jr. wrote a column last winter that global warming led to rare snow in DC #fail</td><td>0</td><td>1.0</td></tr><tr><td>@Michelinah42 Assuming that site is legit, it explains connection b/t what we call global warming & climate change....</td><td>1</td><td>1.0</td></tr><tr><td>@MrsJoJoxx Science disproves Global Warming Alarmist claims for Glaciers in Glacier National Park #climate change http://bit.ly/cS3ESR</td><td>1</td><td>1.0</td></tr><tr><td>@PDXRedhead Death by CAFE Standards:Green logic-Killing people to save them? #global warming #climate change #eco http://bit.ly/aC1Xd3</td><td>0</td><td>1.0</td></tr><tr><td>@SOULidified Good News! Cow Flatulence may REDUCE greenhouse Gasses #global warming #climate change #eco http://bit.ly/bllCHw</td><td>1</td><td>1.0</td></tr><tr><td>@SexyJada770 Yeah it wil be a hell of a snow storm! What happened to global warming? LOL With luck it will by pass NYC ! :)</td><td>0</td><td>0.0</td></tr><tr><td>@SooperMexican Global warming. Clearly.</td><td>1</td><td>0.0</td></tr><tr><td>@StndrdBitch The whole northern hemisphere is colder this winter. Record snowfalls in China and Europe. Must be global warming.</td><td>0</td><td>1.0</td></tr><tr><td>@Sweetfacecuttie damn global warming! lol</td><td>0</td><td>0.0</td></tr><tr><td>@TheCortez Global Warming causes a change in all patterns of weather. Including warmth, snow and rain</td><td>1</td><td>1.0</td></tr><tr><td>@Token12ga That's just wrong! As I told @underdad, who lives in Hawaii, weatherboarding is a climate change offense! @onetokenblack</td><td>1</td><td>1.0</td></tr><tr><td>@_Kaitie_  Team Paling GLOBAL WARMInG DOES NOT EXIST</td><td>0</td><td>0.0</td></tr><tr><td>@acereporter it has been mild, looks like our luck ran out, global warming wins. Finally caught a real snowstorm; whole 3 inches thus far...</td><td>0</td><td>0.0</td></tr><tr><td>@adrian_bacon PS: now unions can promote climate change all the way up2 election day--how did SCOTUS hurt climate change?</td><td>1</td><td>1.0</td></tr><tr><td>@algore fuck you man...I was your biggest supporter...then you let it rain like noahs ark...fuck your theory on global warming..</td><td>0</td><td>0.0</td></tr><tr><td>@alonsob_psm Worlds Greenest Celebrity: Limos, Pilots & Mansions, Oh My #global warming #climate change #green #eco http://bit.ly/9yiahH</td><td>1</td><td>1.0</td></tr><tr><td>@bradplumer tell us What The #Snowpocalypse Tells Us About Global Warming http://bit.ly/cYwHLy  #climate</td><td>1</td><td>1.0</td></tr><tr><td>@bryanrwalsh When I read 'I'm all for combating global warming, but,'  hard to keep reading. Wait till next yr and pass carbon tax? Pleeze.</td><td>1</td><td>1.0</td></tr><tr><td>@charliemax Please name a time in Earth's history when there wasn't climate change?  The climate always has and always will change</td><td>1</td><td>1.0</td></tr><tr><td>@chrisdodd: I live in CT. Please support the climate bill and strong action on climate change!</td><td>1</td><td>1.0</td></tr><tr><td>@collegepolitico They like to have it both ways. If it were sunny and 70 now, they'd blame it on global warming.</td><td>0</td><td>0.0</td></tr><tr><td>@drgrist's excellent take on why even environmental economics limits our climate change policy options http://bit.ly/cK5R26 #climate #agw</td><td>1</td><td>1.0</td></tr><tr><td>@foxandfriends global warming is like the goldman execs... full of sh*t</td><td>0</td><td>0.0</td></tr><tr><td>@freedom4USA Well, Thank God for Global Warming or Washington would get more snow.</td><td>1</td><td>1.0</td></tr><tr><td>@gavatron rain in the north pole! Is that, do you think, another sign of global warming?</td><td>1</td><td>1.0</td></tr><tr><td>@gounian Thanks I agree! It is sad that many are unwilling to accept the truth of climate change.</td><td>1</td><td>1.0</td></tr><tr><td>@jbg7474 Further, it's not 2 scientists disagreeing. The *vast* majority of scientists accepts the reality of climate change.</td><td>1</td><td>0.0</td></tr><tr><td>@metfan722 global warming has been highly overrated south of NYC this year which is EXTREMELY rare.</td><td>1</td><td>1.0</td></tr><tr><td>@mimidancer just because it also gets colder doesn't mean it's not global warming first off.  Secondly, I approve of #hoth.</td><td>1</td><td>1.0</td></tr><tr><td>@pdigaudio That darn Global Warming!</td><td>1</td><td>0.0</td></tr><tr><td>@peterdaou Who are the 'political elites'? Editors of the Times shilling for Bush on Iraqi WMD? Members of Congress denying climate change?</td><td>1</td><td>0.0</td></tr><tr><td>@prismsinc Worlds Greenest Celebrity: Limos, Pilots & Mansions, Oh My #global warming #climate change #green #eco http://bit.ly/9yiahH</td><td>1</td><td>1.0</td></tr><tr><td>@szach87129 Oh, the humanity! Global warming is destroying Los Angeles! #climate changehttp://bit.ly/cuepQb</td><td>1</td><td>1.0</td></tr><tr><td>@tasha9698 Yikes...sounds rough..has it always been like that...or is it part of Global warming that's occurring?</td><td>1</td><td>1.0</td></tr><tr><td>@thigpensrevenge it's the global warming gods jo. everything's all whacked up and around and inside out and upside down</td><td>0</td><td>0.0</td></tr><tr><td>@winners50 What if I don't want 10,000 clicks per day? What if I want world peace and an end to global warming? Where do I go for that?</td><td>1</td><td>0.0</td></tr><tr><td>A new federal agency to study global warming?? Just stop already!</td><td>0</td><td>1.0</td></tr><tr><td>A preliminary analysis suggests that natural gas could contribute far more to global warming than previously thought. [link]</td><td>1</td><td>1.0</td></tr><tr><td>AMERICAblog News: Right-wingers already claiming that the blizzard proves climate change doesn't ... http://is.gd/85ToG (via @thejoshuablog)</td><td>1</td><td>1.0</td></tr><tr><td>Abu Dhabi faces climate change flood threat - expert - Culture & Society - Arabia.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>According to @newtgingrich it's snowing so Al Gore must be fat or something. It's GLOBAL CLIMATE CHANGE. You might want to look that up.</td><td>1</td><td>1.0</td></tr><tr><td>Acidic oceans worsening, experts warn - Climate Change- msnbc.com http://retwt.me/1MVNU (via @savemyearth)</td><td>1</td><td>1.0</td></tr><tr><td>Activist Duchess of York speaks out on global warming, Royal marriages and TV shows http://nxy.in/8pp0w</td><td>1</td><td>1.0</td></tr><tr><td>Addressing Global Warming: Retrain Coal Workers for Green Jobs http://bit.ly/bLcqDu</td><td>1</td><td>1.0</td></tr><tr><td>Addressing Global Warming: Retrain Coal Workers for Green Jobs: A perfect storm of factors are massing against con... http://bit.ly/9DohKw</td><td>1</td><td>1.0</td></tr><tr><td>Africa: Continent Gets U.S.$29.72 Billion to Combat Climate Change: Developed countries have set asid... http://tinyurl.com/ygynf5c #Africa</td><td>1</td><td>1.0</td></tr><tr><td>African Meteorology Services Gear Up for Climate Change. (america.gov) #IRI [link]</td><td>1</td><td>1.0</td></tr><tr><td>After blizzard, Mid-Atlantic states targeted for several more inches of global warming. http://usat.me?37459708 #tcot #teaparty #gop</td><td>1</td><td>0.0</td></tr><tr><td>Al Gore preached his climate change, he wanted us all 2 CARE, but after all was said & done, the evidence wasn't THERE #libpoems #tcot #sgp</td><td>0</td><td>0.0</td></tr><tr><td>Al Gore preached his climate change, he wanted us all 2 CARE, but after all was said & done, the evidence wasn't THERE #libpoems #tcot #sgp</td><td>0</td><td>0.0</td></tr><tr><td>Al Gore should be arrested for Global Warming Scam, how much did AL take in$$$$$$$$$$ forget the snow ball, hit him with a shovel</td><td>0</td><td>0.0</td></tr><tr><td>Alexi @Giannoulias believes in putting a price on global warming pollutants to spur development of alternative technology #p2 #ilsen</td><td>1</td><td>1.0</td></tr><tr><td>Alexia Parks: Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of consc... http://huff.to/9Xw7kP</td><td>1</td><td>1.0</td></tr><tr><td>Alexia Parks: Global Warming of the Heart: Earth Day is over. Or is it? Thousands -- perhaps millions -- of consc... http://huff.to/bzVUns</td><td>0</td><td>1.0</td></tr><tr><td>Alexia Parks: Global Warming of the Heart|Earth Day is over. Or is it? Thousands of conscious actions took place .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>All 30 Major League Baseball Teams Throw Curve to Climate Change Deniers [link]</td><td>1</td><td>1.0</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming (Time.com)http://bit.ly/cWRRmi</td><td>1</td><td>1.0</td></tr><tr><td>Allergies Worse Than Ever? Blame Global Warming [link]</td><td>1</td><td>0.0</td></tr><tr><td>Allergies really bad this season? You should blame Global Warming - http://bit.ly/c7z75N [via @TIME]</td><td>1</td><td>1.0</td></tr><tr><td>Alternative futures of a warming world: Potential human responses to climate change will be integrated into future... http://bit.ly/b8o5m0</td><td>1</td><td>1.0</td></tr><tr><td>Americans Dont Give A **** About Global Warming, Survey Says: Retail investors from cities other than in the US fe... http://bit.ly/aIPLJY</td><td>0</td><td>1.0</td></tr><tr><td>Amsterdam- Business leaders convene to address global climate change | Humani.. http://retwt.me/1MZXI (via @HumanityNews)</td><td>1</td><td>1.0</td></tr><tr><td>Another 20 in. of snow possible. Who Dat say there's global warming? http://bit.ly/baPDnN #tcot  #globalwarming</td><td>0</td><td>0.0</td></tr><tr><td>Another DC blizzard?! Yet another consequence of global warming.</td><td>1</td><td>1.0</td></tr><tr><td>Arctic Beauty in Black and White: Alaska Before the Effects of Global Warming [Slide Show]:  Toward the end of Wor... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Arctic Ice Loss Accelerating Global Warming: Research: TopNews New Zealand Global warming may be getting worse tha... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Arctic adventurers get set to study climate change http://bit.ly/bKSe0d</td><td>1</td><td>1.0</td></tr><tr><td>Arctic climate changing faster than expected-study: WINNIPEG, Manitoba (Reuters) - Climate change is transforming ... http://bit.ly/ag23Bo</td><td>1</td><td>1.0</td></tr><tr><td>Arctic rain in April 'is sign of global warming'|The Canadian Arctic has been hit by rain in a sign that the .. http://oohja.com/xbPyL</td><td>1</td><td>1.0</td></tr><tr><td>Are you ready for the climate change? PLI is with Environmental Regulation & Commercial Implications 2010: How the... [link]</td><td>1</td><td>1.0</td></tr><tr><td>As Sea Level Rises So Does The Level Of Climate Change Denial http://shar.es/aLckR via @sharethis</td><td>1</td><td>1.0</td></tr><tr><td>Ask Pablo: What Impact Will The Volcano In Iceland Have On Climate Change? http://bit.ly/bZ4FQJ</td><td>1</td><td>1.0</td></tr><tr><td>At the #PEN talk on climate at Met. @Revkin offers a useful note of realism. Climate change is in our heads-and we need to change our heads</td><td>0</td><td>1.0</td></tr><tr><td>Attractive Nuisance: Should Judges Help Tackle Climate Change? - http://is.gd/bFs5D</td><td>1</td><td>1.0</td></tr><tr><td>BBC Worldnews 8-part series on cities and climate change http://ow.ly/1AXou (via @stephhicks @kaskadia @sejorg @ClimateCentral)</td><td>1</td><td>1.0</td></tr><tr><td>BBC lectures us incessantly on climate change. So why did their bosses make 68,0.. http://retwt.me/1MXRQ (via @KOSMOSNET)</td><td>0</td><td>1.0</td></tr><tr><td>BRKG NEWS: UN Climate Change panel gets F from scientists, announces it will rehabilitate itself by suing Iceland over volcanic eruption.</td><td>0</td><td>1.0</td></tr><tr><td>BYU scientists refute Utah committee's global warming assertations|State lawmakers are finding themselves in an .. http://oohja.com/x6uQM</td><td>0</td><td>0.0</td></tr><tr><td>Birds in southern England suffer from global warming http://bit.ly/aPezr3</td><td>1</td><td>1.0</td></tr><tr><td>Blame the volcano trouble on sun and global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Blame the volcano trouble on sun and global warming http://bit.ly/aVwFKq #science</td><td>1</td><td>1.0</td></tr><tr><td>Blizzard in DC called snowpocalypse. Verizon guy told me 30 inches coming out where I live. Huh? Deep fodder for #climate change denialists?</td><td>0</td><td>0.0</td></tr><tr><td>Bolivia 'people's conference' calls for system change, not climate change | Grist http://retwt.me/1MYm1 (via @GroenWerkt)</td><td>1</td><td>1.0</td></tr><tr><td>Bolivia Climate Summit, April 19-22: US Slaps Bolivia and Ecuador slicing millions of dollars in climate change fu... http://bit.ly/d2uz1o</td><td>1</td><td>1.0</td></tr><tr><td>Bolivia climate conference demands $300B to combat global warming, creation of climate court|TIQUIPAYA, Bolivia - .. http://oohja.com/xbroL</td><td>1</td><td>1.0</td></tr><tr><td>Bolivia global warming summit: a lifeline for 'Mother Earth ...: Bolivia seeks to combat global warming after worl... http://bit.ly/aYkzJU</td><td>1</td><td>1.0</td></tr><tr><td>Bonn to Cancun'Negotiators Agree to Continue Efforts on International Global ...: The first global warming negotia... http://bit.ly/9Jreep</td><td>1</td><td>1.0</td></tr><tr><td>Brilliant: 'Vagina Monologues' Creator Tells Palin to Look at 'Earthquakes and Tsunamis' for Global Warming Proof http://bit.ly/aZ0Mbu</td><td>1</td><td>1.0</td></tr><tr><td>Brilliant: 'Vagina Monologues' Creator Tells Palin to Look at 'Earthquakes and Tsunamis' for Global Warming Proof http://ow.ly/16xANa</td><td>1</td><td>1.0</td></tr><tr><td>Buying carbon offsets may ease eco-guilt but not global warming http://bit.ly/conBCO</td><td>1</td><td>1.0</td></tr><tr><td>Buying carbon offsets may ease eco-guilt but not global warming: [link]</td><td>1</td><td>1.0</td></tr><tr><td>C3: New Mexico's Democrats/Liberals Push Global Warming ...: Read here. Despite the US government temperature data... http://bit.ly/9Ll4YC</td><td>0</td><td>1.0</td></tr><tr><td>CBS: Global Warming Science Sound, ClimateGate Just a PR Problem http://ow.ly/16vzpO</td><td>1</td><td>0.0</td></tr><tr><td>CH-180c - Calendar - Global Warming and Liberalism not about having a calendar about making a statement! http://bit.ly/bfoaod</td><td>0</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists [link]</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists http://bit.ly/bRHMYi IPSAmazon</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists http://bit.ly/cEX69x</td><td>1</td><td>1.0</td></tr><tr><td>CLIMATE CHANGE: Forests Not for Absorbing Carbon, Say Activists http://bit.ly/cEX69x</td><td>1</td><td>1.0</td></tr><tr><td>CODA Automotive Lauded for Innovation and Technology Efforts to Combat Climate Change and Air Pollution http://goo.gl/fb/AQRum</td><td>1</td><td>1.0</td></tr><tr><td>COW FARTS EXONERATED FROM GLOBAL WARMING http://bit.ly/ddsHDe Al Gore sighs HUGE relief....from his rectum #cbiz #tcot #sgp #teaparty #ucot</td><td>0</td><td>0.0</td></tr><tr><td>COW FARTS EXONERATED FROM GLOBAL WARMING http://bit.ly/ddsHDe Al Gore sighs HUGE relief....from his rectum #cbiz #tcot #sgp #teaparty #ucot</td><td>0</td><td>0.0</td></tr><tr><td>CST: A Lack Of Air Pollution Is Bad For Global Warming? ��_ Pirate's ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>California Teamsters oppose effort to delay global warming measure|The group is the first major union to .. http://oohja.com/xbAaS</td><td>1</td><td>1.0</td></tr><tr><td>Can Federal Courts help tackle Global Warming? http://bit.ly/bvu0pv [via @Slate] #eco</td><td>1</td><td>1.0</td></tr><tr><td>Can Global Warming Give You Kidney Stones? How Will Insurance Companies Deal With Rising Temperatures?: It's true... http://huff.to/brgCIm</td><td>1</td><td>1.0</td></tr><tr><td>Can a Book on Geoengineering Change the Climate Conversation? http://goo.gl/fb/6I5xc #cleantech</td><td>1</td><td>1.0</td></tr><tr><td>Can you hedge against climate change? Read this http://ow.ly/1BeAA @FelixSalmon post. Then look at our weather products http://ow.ly/1BezL</td><td>1</td><td>1.0</td></tr><tr><td>Can't believe that people think excess snow makes global warming a non-reality... wow, read some books!</td><td>1</td><td>1.0</td></tr><tr><td>Carbon in warming soil could accelerate climate change: Study http://bit.ly/aVP2gd</td><td>1</td><td>1.0</td></tr><tr><td>Certainty on the Science of Climate Change: 'A wait-and-see policy,' on climate change, observed Center for Americ... http://bit.ly/crQW9x</td><td>1</td><td>1.0</td></tr><tr><td>Chaotic climate threatens food security|VietNamNet Bridge ? Worsening impacts of climate change including intense .. http://oohja.com/xc5vR</td><td>1</td><td>1.0</td></tr><tr><td>Chavez Blames Venezuela's Inability To Meet Basic Human Needs On El Nino And Global Warming by @vincefernando http://bit.ly/dfWkxM</td><td>1</td><td>0.0</td></tr><tr><td>Check out Climate Desk, an interesting new collaboration dedicated to reporting on climate change:  http://bit.ly/dAsx5m</td><td>1</td><td>1.0</td></tr><tr><td>China announces pledge to curb carbon emissions | Climate Change http://retwt.me/1LUxC (via @ecoactions)</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek http://ff.im/-iVsBt</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change - 100 Endangered Places and How to Save Them - Newsweek http://retwt.me/1MNMY (via @meganurupo)</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Continues To Melt Glacier National Park's Icons | National P.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Continues To Melt Glacier National Park's Icons | National P.. http://retwt.me/1MNUL (via @nat_parks_news)</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Debate Climatologists Weather Meteorologists ...: Many Television Weather Forecasters Doubt Global ... http://bit.ly/cmITvA</td><td>0</td><td>1.0</td></tr><tr><td>Climate Change Freak http://trim.li/nk/1H8R via @WiretapMagazine</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Impacts And Vulnerability In The Eastern Himalayas http://bit.ly/cDR9xJ</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Initiatives http://ow.ly/1zEjO</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change REgulation is ABSOLUTE POLITAICAL SUICIDE! REPORTS, SCIENCE & DATA ALL CONCUR THAT CLIMATE CHANGE IS IMAGINARY!</td><td>0</td><td>1.0</td></tr><tr><td>Climate Change Still Ranks As Top Global Issue http://bit.ly/9DbEv4</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Watch India: Violation of Pollution and Environment ... http://bit.ly/ahG2tK</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change Worldviews http://bit.ly/crNvZ3</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change is Forcing Arctic Changes Faster than Expected: To be more specific, it causing changes in the Arct... http://bit.ly/99EpGQ</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change-ing your Allergies [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate Change: Global hoax? http://bte.tc/ayxx #RTW</td><td>0</td><td>1.0</td></tr><tr><td>Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change affects subterranean ecosystems|Changes above the ground, such as a higher concentration of carbon .. http://oohja.com/xc5Mz</td><td>1</td><td>1.0</td></tr><tr><td>Climate change and human health studied: BETHESDA, Md., April 22 (UPI) -- The US National Institutes of Health say... http://bit.ly/dvzWKl</td><td>1</td><td>1.0</td></tr><tr><td>Climate change and our identity http://bit.ly/cZa58u</td><td>1</td><td>1.0</td></tr><tr><td>Climate change blamed as coastal whale migration dwindles ��_ Ventura County.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change blamed as coastal whale migration dwindles ��_ Ventura County.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change could raise cost of U.S. allergies (Reuters) [link]</td><td>1</td><td>1.0</td></tr><tr><td>Climate change has high costs and very distributed benefits</td><td>1</td><td>1.0</td></tr><tr><td>Climate change helps invasive plants become more destructive- Hindustan Times http://retwt.me/1LVx7 (via @Indiaclimate)</td><td>1</td><td>1.0</td></tr><tr><td>Climate change increases heat waves, floods: EPA: WASHINGTON (Reuters) - Deaths from heat waves, property da... http://tinyurl.com/2wry7p2</td><td>1</td><td>1.0</td></tr><tr><td>Climate change is not an environmental issue - SWEDEN.SE http://retwt.me/1LSSl (via @swedensustblog)</td><td>0</td><td>1.0</td></tr><tr><td>Climate change is transforming the Arctic environment faster than expected & accelerating the disappearance of sea ice: http://bit.ly/afeLtO</td><td>1</td><td>1.0</td></tr><tr><td>Climate change movement dead? http://bit.ly/9clxKG</td><td>0</td><td>1.0</td></tr><tr><td>Climate change will mk the world more fragrant, as warming temperatures mk plants release more chems http://bit.ly/dw6wQq (via @bbcscitech)</td><td>1</td><td>1.0</td></tr><tr><td>Climate change, green energy talks on tap at Earth Day events: The Farmington Community Library is embracing the t... http://bit.ly/cl5DmK</td><td>1</td><td>1.0</td></tr><tr><td>Climate change, pollution are suspects in rusty blackbirds' plummeting numbers ' Dallas Morning Ne... http://ow.ly/1ofJJ1 (via @SwampSchool)</td><td>1</td><td>1.0</td></tr><tr><td>Climate change: http://tinyurl.com/rockclimbpolarbear -- he's a cutie; evolution is already starting..slowly. #polarbears</td><td>1</td><td>1.0</td></tr><tr><td>Climate-Change Cover-Up Down Under http://on.wsj.com/9oLe9G</td><td>1</td><td>1.0</td></tr><tr><td>Climate-change legislation dying under record DC snowfall http://bit.ly/9ifxtg</td><td>0</td><td>1.0</td></tr><tr><td>Climbing Out Of The Dark: Social Justice Replaces Global Warming!: Climate change hanging on by it's fingernails. ... http://bit.ly/aqe34x</td><td>0</td><td>1.0</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>1.0</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level [link]</td><td>1</td><td>1.0</td></tr><tr><td>Coalition of the Tired of Waiting: Fighting Climate Change at Ground Level http://bit.ly/97DPXg</td><td>1</td><td>1.0</td></tr><tr><td>Cochabamba Summit Offers New Approach to Combating Climate Change http://bit.ly/btb7jh</td><td>0</td><td>1.0</td></tr><tr><td>Combating climate change: lessons from the world's indigenous peoples: When I arrived at the United Nations climat... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Combating climate change: lessons from the world's indigenous peoples: When I arrived at the United Nations climat... http://bit.ly/aYcViw</td><td>1</td><td>1.0</td></tr><tr><td>Commentary: The Case For Climate Change Must Be Remade From The Ground Upwards|Intellpuke: This commentary was .. http://oohja.com/x6EUr</td><td>1</td><td>1.0</td></tr><tr><td>Concisely put. RT @lauraolin:A link to send all the idiots who think this year's storms mean global warming is a farce: http://bit.ly/6ocFSK</td><td>1</td><td>1.0</td></tr><tr><td>Conference at Tom Ridge Environmental Center focuses on climate change: By DANA MASSING More than 80 representativ... http://bit.ly/a4KEQI</td><td>1</td><td>1.0</td></tr><tr><td>Conservationist: Colo. sees climate change effects - The Denver Post http://retwt.me/1LVbA (via @denverpost)</td><td>1</td><td>1.0</td></tr><tr><td>Cool it, global warming is bad enough without you heating things up.|In the interest of honest discussion, can we .. http://oohja.com/xb9Ck</td><td>1</td><td>0.0</td></tr><tr><td>Crippled By Blizzard, DC Announces New Global Warming Agency by Phone http://bit.ly/adkfNW  #tcot #ocra</td><td>1</td><td>0.0</td></tr><tr><td>Cut Global Warming ' Blog Archive ' Climategate: global warming ...: Phil Jones will be vindicated by 'rock solid'... http://bit.ly/culHfn</td><td>1</td><td>1.0</td></tr><tr><td>D.C. Snowstorm: How Global Warming Makes Blizzards Worse http://bit.ly/aMGM77</td><td>1</td><td>1.0</td></tr><tr><td>DC rally April 25 http://bit.ly/cwUzaA to set the stage for Senate unveiling of new #climate change bill http://nyti.ms/csrxPR</td><td>1</td><td>1.0</td></tr><tr><td>DC: *FT Work for Greenpeace to STOP GLOBAL WARMING - $12-$13/hr*:Get Involved! Call now 202-595-3368 Greenpeace... [link]</td><td>1</td><td>1.0</td></tr><tr><td>DHS: Fossil Fuels and Climate Change are 'National Threats' http://bit.ly/dlQgDY #TCOT #RS</td><td>1</td><td>1.0</td></tr><tr><td>DK Matai: Are Global Warming, Volcanoes and Earthquakes Linked?: A thaw of ice caps in coming decades caused by g... http://huff.to/avcX6b</td><td>1</td><td>1.0</td></tr><tr><td>Damn global warming-melting the ice caps, turning DC into the tundra. This winter is DONE! Please don't mess my summer...please.</td><td>1</td><td>1.0</td></tr><tr><td>Damn supposedly global warming is intensifying this winter weather....Chicago having earthquakes somethings going on...</td><td>1</td><td>1.0</td></tr><tr><td>Deforestation can increase the global warming impacts on the earth http://tinyurl.com/yf2np2u</td><td>1</td><td>1.0</td></tr><tr><td>Demand Congress take action on climate change. Pls sign the petition. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Denial of global warming threat to the American pika means no protection from U.S. http://bit.ly/cLB8VF</td><td>1</td><td>1.0</td></tr><tr><td>Denis Hayes, founder of Earth Day, compares global climate change to Irish Famine (IrishCentral) News Weather Politics [link]</td><td>1</td><td>1.0</td></tr><tr><td>Despite Climategate, LEFT investing heavily in global warming hysteria as new way 2 impose nat'l & international controls on human freedom.</td><td>1</td><td>1.0</td></tr><tr><td>Developing nations: Climate change treaty in 2010 (AP) | Humanitarian News http://retwt.me/1MXPf (via @NewsOnGreen)</td><td>1</td><td>1.0</td></tr><tr><td>Digg: Is climate change hiding the decline of maple syrup? http://bit.ly/cXAjme</td><td>1</td><td>1.0</td></tr><tr><td>Diigo: RealClearPolitics - How Climate-Change Fanatics Corrupted Science: Tags: Ecomental Posted by: loseaneye http://bit.ly/dCqOnS</td><td>0</td><td>1.0</td></tr><tr><td>Do we need more snowstorms to convince skeptics that global warming is for real!  #global-warming http://icio.us/oxo4mw</td><td>1</td><td>1.0</td></tr><tr><td>Do you agree?  Lawmaker: Climate change just ruse to control population -http://bit.ly/cV92QG</td><td>0</td><td>1.0</td></tr><tr><td>Don Blankenship Calls Efforts On Mine Safety Regulation 'As Silly As Global Warming': At his Labor Day anti-union... http://huff.to/9T3pkh</td><td>0</td><td>1.0</td></tr><tr><td>Don't be swayed by distraction of climate change, treat Earth responsibly. #EarthDay</td><td>0</td><td>1.0</td></tr><tr><td>Due to snow of course RT @Drudge_Report    Senate global warming hearing cancelled... http://drudge.tw/dyAWzC</td><td>0</td><td>0.0</td></tr><tr><td>Due to the snow (aka, global warming), Starbucks near me ran out of coffee!! What?!?</td><td>1</td><td>0.0</td></tr><tr><td>E.P.A. Makes Its Case on Climate Change: The E.P.A. releases a glossy report to help Americans make sense of clima... http://bit.ly/cPdG4r</td><td>1</td><td>1.0</td></tr><tr><td>ENVIRONMENT: Climate of change: From something as simple as reminding computer users to power down when not workin... http://bit.ly/duQAk9</td><td>1</td><td>1.0</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All ...: Natural Resources Defense Counc... [link]</td><td>1</td><td>1.0</td></tr><tr><td>EPA Climate Change Indicators Report Shows the Evidence of Global Warming All ...: Natural Resources Defense Counc... http://bit.ly/abm7iZ</td><td>1</td><td>1.0</td></tr><tr><td>EPA can't finish their report on Global Warming because it was there is too much snow to go to work.</td><td>1</td><td>0.0</td></tr><tr><td>Eaarth: global warming is here to stay, how will we deal with it? [link]</td><td>1</td><td>1.0</td></tr><tr><td>Earth Day at 40: The Politics Finally Erupt: http://www.care2.com/causes/global-warming/blog/earth-day-at-40-the-politics-finally-erupt/</td><td>1</td><td>1.0</td></tr><tr><td>Earth Day report: climate change is endangering our health: http://ping.fm/gJLKg</td><td>1</td><td>1.0</td></tr><tr><td>Earth's polar ice sheets vulnerable to even moderate global warming; New Orleans, much of southern F... http://cli.gs/yEg8T</td><td>1</td><td>1.0</td></tr><tr><td>East Anglia uni climate change email report clears them of any wrongdoing. The 1st mention of climate change since the election was called.</td><td>1</td><td>1.0</td></tr><tr><td>Economic and Social Consequences of Global Warming http://bit.ly/d0k9N6 association of british insurers ;O</td><td>1</td><td>1.0</td></tr><tr><td>Economics Must Align with Climate Change http://bit.ly/boCsqs #energy</td><td>1</td><td>1.0</td></tr><tr><td>EdDriscoll: RT @robport: Time to admit it. Climate change is a conservative conspiracy to keep' http://goo.gl/fb/YTii</td><td>0</td><td>0.0</td></tr><tr><td>Effort underway to suspend California's global-warming law http://dlvr.it/1Q3x</td><td>0</td><td>1.0</td></tr><tr><td>Enlisting a drug discovery technique in the battle against global warming http://bit.ly/byzkWv #climate</td><td>1</td><td>1.0</td></tr><tr><td>Enviro:  European Space Agency launches satellite to check climate change.. see blast-off!=&gt;  http://ow.ly/1xaGk</td><td>1</td><td>1.0</td></tr><tr><td>Ethiopia: Climate Change Increasing Poverty And Vulnerability [link]</td><td>1</td><td>1.0</td></tr><tr><td>Evo Morales Opens Climate Change Conference in Tiquipaya http://bit.ly/cq8e0k</td><td>1</td><td>1.0</td></tr><tr><td>Exclusive: Climate change could raise cost of U.S. allergies| Reuters [link]</td><td>1</td><td>1.0</td></tr><tr><td>Exclusive: Climate change could raise cost of U.S. allergies| Reuters http://retwt.me/1MPF2 (via @healthfreaks)</td><td>1</td><td>1.0</td></tr><tr><td>Explorer to discuss global warming: Renowned polar explorer and adventurer Will Steger will present a free program... http://bit.ly/b4xymI</td><td>1</td><td>1.0</td></tr><tr><td>Ezra Klein - Sen. Lindsey Graham: 'I care equally about immigration and climate change': [link]</td><td>1</td><td>1.0</td></tr><tr><td>FUCK LINDSAY GRAHAM, RINO, 4 PULLING OuT OF CLIMATE CHANGE REGULATION! DICKHEAD KNEW IT WAS DEAD! Any excuse to abandon support!</td><td>1</td><td>0.0</td></tr><tr><td>Fabricated quote used to discredit climate scientist - Climate Change, Environment - The Independent http://retwt.me/1LXT2 (via @i_buy_eco)</td><td>0</td><td>1.0</td></tr><tr><td>Fancy working on the UK's coolest climate change campaign? We've got some internships waiting to be filled http://bit.ly/bH8iWy #1010</td><td>1</td><td>1.0</td></tr><tr><td>Farmers at the frontline of climate change http://xrl.us/bhg8dv</td><td>1</td><td>1.0</td></tr><tr><td>Fear Of Flying: Climate Change And Air Travel | Planetizen http://retwt.me/1MUOa (via @thegoodhuman)</td><td>1</td><td>1.0</td></tr><tr><td>Federal agency denies endangered species protections for tiny pika|Climate change might be hurting some .. http://oohja.com/x6oUC</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Fight Climate Change From All Fronts: http://is.gd/biT49 #climatechange #SaveTerra 4</td><td>1</td><td>1.0</td></tr><tr><td>Fighting poverty and global warming in Africa [link]</td><td>1</td><td>1.0</td></tr><tr><td>Filmmaker Travels The Globe To Find People Fighting Climate Change ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Foes of California's global warming law pour money into a campaign to delay it http://lat.ms/cwIF6b</td><td>0</td><td>1.0</td></tr><tr><td>For #EarthDay Global warming could affect patient symptoms [link]</td><td>1</td><td>1.0</td></tr><tr><td>For Earth Day: Resources on coping with climate change: [link]</td><td>1</td><td>1.0</td></tr><tr><td>For Greenpeace, 'Cool IT' means sensitivity to climate change, and Cisco is now tops: I know so... http://bit.ly/9vFxAk #greentech #greenit</td><td>1</td><td>1.0</td></tr><tr><td>Freakonomics: A ClimateGate Victim, and the State of the Global-Warming Problem: A walk though the many angles at ... http://bit.ly/bL1FIp</td><td>0</td><td>0.0</td></tr><tr><td>Free Reading !!! Climate Change loonies ' Standard Examiner Blogs: Still, the letters from tho... http://bit.ly/ca7Z8L mypsychicsonline.inf</td><td>0</td><td>1.0</td></tr><tr><td>Fuck Lindsay Graham & John Kerry on the Climate Change Law! Have they not been Reading the Astute Reaffirmations that it is BUNK SCIENCE?!</td><td>0</td><td>1.0</td></tr><tr><td>GECKO 10 first steps to greener living: It all seems so daunting: Climate change. Carbon credits. Not to mention ... http://qd6yo.tk GECKO</td><td>1</td><td>1.0</td></tr><tr><td>Gagnon, like most liberals you have been duped by the global warming, socialist propaganda. http://bit.ly/ap10io</td><td>0</td><td>0.0</td></tr><tr><td>GayandRight: Global warming kills livestock in Mongolia....: Aid groups have described piles of dead animals and w... http://bit.ly/ddMOY0</td><td>1</td><td>1.0</td></tr><tr><td>Gazelle Emami: '70 Million Tons' Tackles Climate Change With Comedy: The premise of 70 Million Tons, an off-off B... http://huff.to/9viVef</td><td>1</td><td>1.0</td></tr><tr><td>George Perkins: Clean Energy Jobs Act vital to reduce global warming, create jobs, cut pollution|Dear Editor: I .. http://oohja.com/x6CG5</td><td>1</td><td>1.0</td></tr><tr><td>Glacier Responses to Climate Change are Complex, as are the Impacts | Humanitarian News http://retwt.me/1LUQA (via @HumanityNews)</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming 'at Point of No Return': Global warming has reached the point of no return, a study published in th... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming 'at Point of No Return': Global warming has reached the point of no return, a study published in th... http://bit.ly/ddCDeo</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Baloney: According to the experts at NASA, the difference between weather and climate is a measure ... http://bit.ly/bnRDwH</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Causes Earthquakes. Suuuuure it does. http://bit.ly/cNxTud #TCOT</td><td>0</td><td>1.0</td></tr><tr><td>Global Warming Causes Volcano Eruptions -- By: Jonah Goldberg: From Reuters: OSLO (Reuters) - A thaw of Iceland's... http://bit.ly/dqvsYV</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Contributes To Rapidly Increased Ocean Acidification: The US National Research Council warned last ... http://bit.ly/bUwIcJ</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Dent's El Ni'o's Protective Shield From Atlantic Hurricanes, Increase Droughts http://cli.gs/LEnPp</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Kills Forests In Colorado http://bit.ly/coOWIt</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming Makes Trees Grow Faster http://bit.ly/aT4B32</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming My Ass!!!! Fuck You  AL Gore</td><td>0</td><td>0.0</td></tr><tr><td>Global Warming Wont Melt Ignorance stake  :)</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions http://bit.ly/aUBHb3</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming, Melting Ice Caps Could Help Trigger More Volcanic Eruptions... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming:  Next Chapter http://96wdl.tk EnvNewsNet</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming: Climate Scientists Investigate Lost Heat: A new article in 'Science' explores the mystery of the g... http://bit.ly/b7cAt9</td><td>1</td><td>1.0</td></tr><tr><td>Global Warming?  Vostok Antarctica sits at -100F -- with lows forecast to -110F... http://bit.ly/96JtQu #breaking</td><td>0</td><td>1.0</td></tr><tr><td>Global warming alarmists have been discredited, but you wouldn't know it from the rhetoric this Earth Day. http://bit.ly/doS24K #agw</td><td>0</td><td>0.0</td></tr><tr><td>Global warming can be good for [link]</td><td>1</td><td>0.0</td></tr><tr><td>Global warming conference set Sunday|Robert Bullard, known as the \\Father of Environmental Justice,\\ is a .. http://oohja.com/xc5d9</td><td>1</td><td>1.0</td></tr><tr><td>Global warming could make world more 'fragrant': London, Feb 10 (ANI): A major scientific review has indicated tha... http://bit.ly/ahP2MR</td><td>1</td><td>1.0</td></tr><tr><td>Global warming crowd fears warming earth melting Big Rock Candy Mountain, raising sea's glucose. Skeptics say Mountain stickiness cyclical.</td><td>1</td><td>1.0</td></tr><tr><td>Global warming data saying glaciers to melt by 2035 proven false http://bit.ly/d2wxJ5 #News</td><td>0</td><td>0.0</td></tr><tr><td>Global warming deniers need to STFU. Climate change causes an increase in GLOBAL (not necessarily local) temps & larger storms. And oh look!</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming evidence all around us|A message to global warming deniers and doubters: Just look around our .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming game shows importance of public pressure: THERE ARE detractors who disbelieve our world is experien... http://bit.ly/aqKTwX</td><td>1</td><td>1.0</td></tr><tr><td>Global warming hysteria presumes 3 things: 1 it exists, 2 it is man-made, 3 it is bad. All 3 must be true. This winter may prove all 3 false</td><td>0</td><td>0.0</td></tr><tr><td>Global warming in the hot seat|By Keith Yost STAFF COLUMNIST In November 2009, hackers released of thousands of .. http://oohja.com/x6qmR</td><td>0</td><td>1.0</td></tr><tr><td>Global warming is POUNDING the East coast with snow. Don't ask me how it works, I'm just reporting. #tcot, #right, #rightblogs, #teaparty</td><td>1</td><td>0.0</td></tr><tr><td>Global warming is killing Canadian wolverine http://bmpost.com/8751</td><td>1</td><td>1.0</td></tr><tr><td>Global warming is kinda blizzardy.</td><td>0</td><td>0.0</td></tr><tr><td>Global warming is man-made, top UN official reaffirms: LONDON, Feb 7 (APP)- The UK-based Association of Pakistan L... http://bit.ly/d0rdMY</td><td>1</td><td>1.0</td></tr><tr><td>Global warming is soo bad that i had the coolest summer ever..</td><td>0</td><td>0.0</td></tr><tr><td>Global warming may make cricket bats history: London: Cricket is facing a bizarre threat following a European Unio... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming means local storming http://bit.ly/d5mwF6</td><td>1</td><td>1.0</td></tr><tr><td>Global warming picking up steam, Obama top science adviser says: John P. Holdren, Obama's top science adviser, dis... http://bit.ly/ckAKgF</td><td>1</td><td>1.0</td></tr><tr><td>Global warming resp. for massive blizzards (Time) http://bit.ly/cgQGIv</td><td>1</td><td>1.0</td></tr><tr><td>Global warming threatens Armenia by 2C higher temperature [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming threatens Ca Mau Province: CA MAU ��_ The southernmost province of Ca Mau was among localities most v... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Global warming to impact wheat, rice production in India|Ludhiana, Apr 18 : Scarcity of water will have a serious .. http://oohja.com/xb60z</td><td>1</td><td>1.0</td></tr><tr><td>Global warming will make allergies worse for 25 million Americans, hitting those with asthma hardest: WWF (ClimateWire) #globalwarming</td><td>1</td><td>1.0</td></tr><tr><td>Global warming you tube explanation you will like #capandtrade #ocra http://is.gd/bLp94</td><td>1</td><td>0.0</td></tr><tr><td>Global warming you tube parody you will enjoy #IPCC #ocra http://bit.ly/bBGWhC</td><td>0</td><td>1.0</td></tr><tr><td>Global warming? Some folks just don't buy it: By Hillary Gavan Some were going to plant some flowers or trees, whi... http://bit.ly/9lHkeM</td><td>0</td><td>1.0</td></tr><tr><td>Global warming? Well, not exactly. As if we could tell anyway: OCRegister (blog) What a hoot when global warming a... http://bit.ly/9PKvc3</td><td>0</td><td>1.0</td></tr><tr><td>Go Green Toolshed ' Blog Archive ' NASA Global Warming Alarmist ... compliment</td><td>1</td><td>1.0</td></tr><tr><td>Got Allergies? -- By: Jonah Goldberg: Blame global warming. From Time magazine: Allergies Worse Than Ever? Blame ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness.  CNSNews.com -  http://bit.ly/cDeYFt</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming May Cause Cancer, Mental Illness: A new government report says global warmin... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Government Report Says Global Warming to Cause Cancer, Mental Illness: CNSNews.com By Matt Cover, Staff Writer (CN... http://bit.ly/cGDR9K</td><td>1</td><td>1.0</td></tr><tr><td>Graham Threatens to Pull Energy Bill Sponsorship: Senator Lindsey Graham, a central architect of a climate change ... http://bit.ly/apKGSC</td><td>1</td><td>1.0</td></tr><tr><td>Graham's exit from talks puts climate change bill in limbo http://tinyurl.com/3y3mrsc</td><td>1</td><td>1.0</td></tr><tr><td>Great pic of weather caused by Global Warming alarmists! RT @dnoxon: RT @RoseD1st1: http://twitpic.com/11s6eq - Hell yes!</td><td>0</td><td>1.0</td></tr><tr><td>Great site for breaking news on climate change, the environment and other aspects of Earth's natural history: http://bit.ly/4owu72</td><td>1</td><td>1.0</td></tr><tr><td>Greenpeace - Making Waves: The Agreement of the People at the World People's Conference on Climate Change and the ... http://bit.ly/9UuKE6</td><td>1</td><td>1.0</td></tr><tr><td>Greenpeace claims big oil behind climate change skeptics | Humanitarian News http://retwt.me/1MNH9 (via @NewsOnGreen)</td><td>1</td><td>1.0</td></tr><tr><td>Gregory Unruh: Oven Dial or Light Switch: Carbon Lock-in and Abrupt Climate Change: Well over a decade ago, I bec... http://huff.to/ahlZmR</td><td>1</td><td>1.0</td></tr><tr><td>Grrrr...Global Warming My BUTT! 2nd MAJOR snowstorm within days!</td><td>0</td><td>0.0</td></tr><tr><td>Guest column, Elliott Denniston: What can we do about climate change? http://cli.gs/4t81q</td><td>1</td><td>1.0</td></tr><tr><td>HEALTH: U.S. and other industrial nations already feel impacts of climate change -- report [link]</td><td>1</td><td>1.0</td></tr><tr><td>Hard hitting documentry on climate change effects in Bolivia: http://bit.ly/dredC4</td><td>1</td><td>1.0</td></tr><tr><td>Having publicly bought the Global Warming lie some stay loyal, like Lindsay Graham. Others R paid by Al Gore or just stupid.</td><td>0</td><td>0.0</td></tr><tr><td>Health effects are a big deal. RT @EPSclimate: Impacts of Climate Change Extend to Human Health http://bit.ly/99jnIZ #moms #families #eco</td><td>1</td><td>1.0</td></tr><tr><td>Helping D.C. dig out from all the snow- I mean global warming we've got? RT @PepperScottie Where is Al Gore anyway? No where to be seen.</td><td>0</td><td>0.0</td></tr><tr><td>Hey #tcot, your frozen margarita may become endangered. RT @tlw3 FOX and NASA report on Global Climate Change http://bit.ly/cg4F59 #p2</td><td>0</td><td>1.0</td></tr><tr><td>Hibernating bear woken early by global warming?|15 April, 2010 - Nature conservation division (NCD) and forestry .. http://oohja.com/xaSJe</td><td>1</td><td>1.0</td></tr><tr><td>How Climate-Change Fanatics Corrupted Science -- Michael Barone -- GOPUSA - http://shar.es/aN0vU</td><td>0</td><td>1.0</td></tr><tr><td>How Is Denying New Info on Abstinence Any Different from Denying Climate Change?: It's been a bloody week in the c... http://bit.ly/blCOCs</td><td>1</td><td>1.0</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>1.0</td></tr><tr><td>How do we solve this global warming thing? [link]</td><td>1</td><td>1.0</td></tr><tr><td>How does co2 cause global warming? | Global Warming Cause: How does co2 cause global warming? why specifically is ... http://bit.ly/9L5JlS</td><td>1</td><td>1.0</td></tr><tr><td>How global warming makes bizzards WORSE! http://bit.ly/cLl6li #snowtorious #snowmageddon</td><td>1</td><td>1.0</td></tr><tr><td>How much has IPCC's reliance on 'grey literature' to advocate global warming cost business? Has policy uncertainty delayed economic growth?</td><td>0</td><td>1.0</td></tr><tr><td>How much trouble does global warming mean for agriculture? Just ask the wine industry. [link]</td><td>1</td><td>1.0</td></tr><tr><td>I believe that Global Warming is an international conspiracy perpetrated by GE in order to sell more air conditioners</td><td>0</td><td>1.0</td></tr><tr><td>I can practically hear all of the #climate change deniers frothing at the mouth over this snowstorm. So sad they confuse weather & climate.</td><td>1</td><td>1.0</td></tr><tr><td>I feel that already RT @organicnewyork Climate change making seasonal allergies worse. Near-record highs this Spring [link]</td><td>1</td><td>1.0</td></tr><tr><td>I hope this Global Warming/Climate Change stuff continues...I'm really enjoying the COLD Spring weather here in North Los Angeles.</td><td>0</td><td>1.0</td></tr><tr><td>I love how the scientific community claims to know all by knowing nothing. Global warming and this autism vaccine garbage is more of this</td><td>0</td><td>1.0</td></tr><tr><td>I rated a YouTube video (5 out of 5 stars) -- SNOBAMA: DC's 2010 SNOW BLASTS OBAMA, THE IPCC & GLOBAL WARMING http://youtu.be/FDNWoZecHjg?a</td><td>0</td><td>1.0</td></tr><tr><td>I think we can all agree this Prius disaster proves once and for all that global warming doesn't exist /via @StephenAtHome</td><td>0</td><td>0.0</td></tr><tr><td>I thought of killing myself, says climate scandal professor http://bit.ly/ddpGQL GLOBAL WARMING IS A FRAUD 4 WORLD GOVERNMENT! #NWO</td><td>0</td><td>0.0</td></tr><tr><td>Ice-covered volcanoes may answer climate change questions - latimes.com http://retwt.me/1MWLs (via @LATimesscience)</td><td>1</td><td>1.0</td></tr><tr><td>Iceland volcano unlikely to slow global warming: scientists: AFP PARIS ��_ Big volcanic eruptions have had a cooling... [link]</td><td>1</td><td>1.0</td></tr><tr><td>If global warming gets any worse I am going to have to buy a snow blower</td><td>1</td><td>0.0</td></tr><tr><td>If the climate changes long enough, the culture will change; i.e. Harvard University....via Glen Schultz</td><td>1</td><td>1.0</td></tr><tr><td>Illegal war and the myth of global warming|My main campaign platform for this election will be the illegal .. [link]</td><td>0</td><td>0.0</td></tr><tr><td>In DC now it's freezing cold, its really bad & STORMING, I bet those folks could really use, some of Al Gore's Global WARMING #libtard #tcot</td><td>0</td><td>0.0</td></tr><tr><td>In Vino Veritas The delicate wine grape has become our best early-warning system for the effects of global warming. [link]</td><td>1</td><td>1.0</td></tr><tr><td>In Vino Veritas The delicate wine grape has become our best early-warning system for the effects of global warming. http://bit.ly/9lUTkI</td><td>1</td><td>1.0</td></tr><tr><td>Increasingly, corporations are concluding climate change is real. Betting on Climate Change | Wired.com [link]</td><td>1</td><td>1.0</td></tr><tr><td>India abandons UN's Intergovernmental Panel on Climate Change (IPCC) as untrustworthy http://bit.ly/abMsJt</td><td>0</td><td>1.0</td></tr><tr><td>India seeks clarity on equity of climate change flow http://retwt.me/1LULK (via @HeadlinesIndia)</td><td>1</td><td>1.0</td></tr><tr><td>Indonesia Tree Program Looks to Reduce Global Warming: Planting trees is one way to help maintain the natural pres... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Interested in how the US Fish and Wildlife Service (@USFWSHQ) is addressing #climate change and fish/wildlife? http://bit.ly/imALM #science</td><td>1</td><td>1.0</td></tr><tr><td>Interesting point re: why macro-probs like global warming are never solved: politicians need only solve immediate probs for re-election</td><td>1</td><td>0.0</td></tr><tr><td>Inuit must adapt to climate change: study: James Ford has spent eight years researching the effects of climate c... http://bit.ly/bYEa9l</td><td>1</td><td>1.0</td></tr><tr><td>Invasive News: Invasive Species Thriving in Period of Climate Change - India Business Blog (blog): Invasive Specie... http://bit.ly/aNGpE2</td><td>1</td><td>1.0</td></tr><tr><td>Is nationalizing the energy industry necessary to fight global warming?  [link]</td><td>1</td><td>1.0</td></tr><tr><td>It Seems The Global Warming Hoax Is Starting To Sink In.  What Will Th</td><td>0</td><td>0.0</td></tr><tr><td>It's Climate Change Day today! ' Ask the Climate Question http://retwt.me/1MYNE (via @GreenAllianceUK)</td><td>1</td><td>1.0</td></tr><tr><td>It's global climate change-not warming. #ac Read: www.associatedcontent.com/article/2872954/global_climate_change_not_global_warming.html</td><td>0</td><td>1.0</td></tr><tr><td>It's not the same ol' Walden Pond anymore: how climate change has altered Thoreau's hideaway. http://bit.ly/d6Rppq</td><td>1</td><td>1.0</td></tr><tr><td>It's settled: Global warming science is sloppy: According to the last IPCC report, published in 2007, some 55% of ... http://bit.ly/aYnzEJ</td><td>0</td><td>0.0</td></tr><tr><td>Jerry Brown's global warming revenge?: Backers of a proposed ballot initiative to suspend California's landmark gl... http://bit.ly/a5QLF0</td><td>1</td><td>1.0</td></tr><tr><td>John Fugelsang, Climate Change, and Coal Goes Shopping: Gun advocates rallied this week in support of their rig... http://bit.ly/9YsENz #p2</td><td>1</td><td>0.0</td></tr><tr><td>Jones Shreds Capitol Hill to Fight Climate Change - Big-time events like the Winter X-Games and the Winter Olympics... http://ow.ly/16xDae</td><td>1</td><td>1.0</td></tr><tr><td>Just Read: US Generals say: Climate Change Threatens America's Security [link]</td><td>1</td><td>1.0</td></tr><tr><td>Just attended an excellent EDF Board meeting http://bit.ly/61N0U Great eco policy shop. Present challenges on global warming front.</td><td>1</td><td>1.0</td></tr><tr><td>Just posted European Forests and Carbon Sequestration Services: An Economic Assessment of Climate Change Impacts http://bit.ly/awFKHw #b2p</td><td>1</td><td>1.0</td></tr><tr><td>Just posted Public's willingness to pay for preventing climate change http://bit.ly/cV1ZFi #b2p</td><td>1</td><td>1.0</td></tr><tr><td>Just posted Temperature and the Allocation of Time: Implications for Climate Change http://bit.ly/95CeOL #b2p</td><td>1</td><td>1.0</td></tr><tr><td>Just signed an #earthday petition to take action on climate change via @rockthevote: http://bit.ly/ainwzM</td><td>1</td><td>1.0</td></tr><tr><td>Kim Cranston: Climate Change Plus West Coast = Climatopia? http://bit.ly/9Y4jaI</td><td>1</td><td>1.0</td></tr><tr><td>Knee-Jerk No Fly Ban Discredits Global Warming Alarmists http://bit.ly/bhG1Vg</td><td>0</td><td>0.0</td></tr><tr><td>Last few days climate change had shown its full impact on most part of India.Its now high time we two legged animals should behave sensibly.</td><td>1</td><td>1.0</td></tr><tr><td>Letter: Global warming in God's hands ��_ Knoxville News Sentinel  http://bit.ly/43l8h5</td><td>1</td><td>1.0</td></tr><tr><td>Lobbyists rush to block EPA action on #climate change http://bit.ly/d5lq3G</td><td>1</td><td>1.0</td></tr><tr><td>Lord Smith warns climate change argument has been undermined by 'climategate' http://bit.ly/bKnzgh</td><td>1</td><td>1.0</td></tr><tr><td>MMR doctor Andrew Wakefield fixed data on autism - Times Online: http://bit.ly/fFPGY Sounds just like the Global Warming HOAX</td><td>0</td><td>1.0</td></tr><tr><td>Maaaan. All this global warming stuff just got exposed as a scandal. Hope we get some real science on the climate change that's happening.</td><td>0</td><td>0.0</td></tr><tr><td>Makes sense! RT @StephenAtHome I think we can all agree this Prius disaster proves once and for all that global warming doesn't exist</td><td>0</td><td>0.0</td></tr><tr><td>Maria Rodale: Back to the Nursery...It's Planting Time!: It's only early April, but global warming has given me a... http://huff.to/cxpLnj</td><td>1</td><td>1.0</td></tr><tr><td>Mary Ellen Harte and John Harte: Addressing Global Warming: Retrain Coal Workers for Green Jobs: When Congress cre... http://bit.ly/cmw6eM</td><td>1</td><td>1.0</td></tr><tr><td>Matt Ridley on climategate in Spectator: http://www.spectator.co.uk/print/politics/all/5749853/the-global-warming-guerrillas.thtml</td><td>0</td><td>1.0</td></tr><tr><td>Mayor calls for Londoners' ideas to help tackle climate change http://retwt.me/1LWVs (via @MayorOfLondon)</td><td>1</td><td>1.0</td></tr><tr><td>Microbes Contribute Less to Global Warming|New Haven, Conn. .. http://oohja.com/xbO0z</td><td>1</td><td>1.0</td></tr><tr><td>Microbes aren't accelerating global warming as expected: London, April 17 (ANI): Soil microbes are producing less ... http://bit.ly/97Kn95</td><td>1</td><td>1.0</td></tr><tr><td>Military leads fight against climate change: Pew [link]</td><td>1</td><td>1.0</td></tr><tr><td>Missing' heat may affect future climate change http://retwt.me/1MQTn (via @stephanbecker)</td><td>1</td><td>1.0</td></tr><tr><td>Most snow we've had in years...if you believe in Global Warming...please check into an institution because you've been brain washed</td><td>0</td><td>0.0</td></tr><tr><td>Movement to suspend California's global-warming law gathers steam http://bit.ly/an5naD</td><td>0</td><td>1.0</td></tr><tr><td>Must See Places Before They Disappear! : Europe...[PICS]: If Global Warming Predictions prove to be true, the foll... http://bit.ly/cLThD2</td><td>1</td><td>1.0</td></tr><tr><td>Must be global warming! NYC public schools will be closed tomorrow, Wednesday, due to an expected winter snowstorm. /via @311NYC</td><td>0</td><td>1.0</td></tr><tr><td>My new hero! RT @Cubachi Gov. Christie will cut all $65 million from NJ's global warming fund http://is.gd/brylO</td><td>0</td><td>1.0</td></tr><tr><td>NASA Launches Climate Change Supercomputer: Just in time for Earth Day, a new NASA data-crunching tool aims to re... http://huff.to/cBmtxF</td><td>1</td><td>1.0</td></tr><tr><td>Natural Resource Econ: Krugman on Climate Change http://bit.ly/b4IyRj</td><td>1</td><td>1.0</td></tr><tr><td>Never has a public-policy agenda been pursued with so little regard for scientific fact or for public opinion. The Global-Warming Tax. #tcot</td><td>0</td><td>0.0</td></tr><tr><td>Never mind McCain supports global warming legislation. Progressives are too blind to own ideologue talking points for their own arguments.</td><td>1</td><td>0.0</td></tr><tr><td>New Climate Agency!?  So spend more $ for something no one is in control of or can change.  Brilliant...dang it's cold outside.</td><td>0</td><td>0.0</td></tr><tr><td>New Federal Climate Change Agency Forming http://bit.ly/a8lfPz</td><td>1</td><td>1.0</td></tr><tr><td>New Global Warming Alarmism from LA Times: 'The World is Running Short on Air Pollution' http://tinyurl.com/y5xjzc8 #tcot #ocra</td><td>0</td><td>1.0</td></tr><tr><td>New Ozone Standards could contribute to warming ;O global warming for kids http://bit.ly/b3dgCw</td><td>1</td><td>1.0</td></tr><tr><td>New York: Climate change could raise cost of allergies [link]</td><td>1</td><td>1.0</td></tr><tr><td>New York: Climate change could raise cost of allergies http://newyork.cityandpress.com/2010/04/15/climate-change-could-raise-cost-allergies</td><td>1</td><td>1.0</td></tr><tr><td>New blog post about competing or complementary corporate financial disclosure rules for #climate change liability http://bit.ly/bRJNrY</td><td>1</td><td>1.0</td></tr><tr><td>New blog post: 12 Inches of Global Warming (Video) http://bit.ly/bAEaJd #tcot</td><td>1</td><td>1.0</td></tr><tr><td>New federal climate change agency forming http://bit.ly/cB3YrH #environment #eco</td><td>1</td><td>1.0</td></tr><tr><td>New post: Cloudy with a Chance of Climate Change (http://bit.ly/asXGjd) http://bit.ly/asXGjd</td><td>0</td><td>1.0</td></tr><tr><td>News Corp Aims To Go Carbon Neutral While Fox News Promotes Climate Change As... http://huff.to/dvvVs8</td><td>1</td><td>1.0</td></tr><tr><td>Nigeria, Climate Change And A Renewable Energy Master Plan | Gov ... http://bit.ly/cuOASY</td><td>1</td><td>1.0</td></tr><tr><td>Now on PBS: Going Green New York: Examining how New Yorkers are confronting climate change Check local listings http://ow.ly/1BvA8</td><td>1</td><td>1.0</td></tr><tr><td>Now to send an email to a climate change denier. goody</td><td>1</td><td>1.0</td></tr><tr><td>Obama Battles to Keep Global Warming, Biofuels Initiatives on Track|Amid doubts about climate change legislation, .. http://oohja.com/x6kgG</td><td>1</td><td>1.0</td></tr><tr><td>Obama's base cares about their religion of global warming and Marxism. The myth of healthcare. The myth of peace without having to be strong</td><td>0</td><td>0.0</td></tr><tr><td>Ocean Saltiness Getting Weird ��_ Blame Global Warming: IndyPosted (blog) A study conducted by scientists at Austral... http://bit.ly/cCQa1y</td><td>1</td><td>1.0</td></tr><tr><td>Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>Ocean currents still strong despite global warming|Researchers at NASA have discovered that the ocean currents .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Oceans reveal further impacts of climate change, says UAB expert http://bit.ly/OceanImpacts (via @EcoInteractive)</td><td>1</td><td>1.0</td></tr><tr><td>Official NASA Report: Sun Causes Climate Change:  http://bit.ly/csJwrh (FTSN Social)</td><td>1</td><td>1.0</td></tr><tr><td>Officials defend climate science|Officials at UN-led talks in India insist climate change science is still very .. http://oohja.com/x6qEg</td><td>1</td><td>1.0</td></tr><tr><td>Olympics organisers desperate for climate change http://bit.ly/bfn2bA</td><td>1</td><td>1.0</td></tr><tr><td>Olympics organisers desperate for climate change http://url4.eu/1KvGL</td><td>1</td><td>1.0</td></tr><tr><td>Only a Third of Americans Believe Global Warming is Human-Caused: By Bob Ellis on April 26th, 2010 Good news! What... http://bit.ly/9XGqPB</td><td>0</td><td>1.0</td></tr><tr><td>Overall, pretty orderly in Target, considering the global warming headed our way...#dc</td><td>1</td><td>1.0</td></tr><tr><td>Overheard: from Carol Browner, Assistant to the President for Energy and Climate Change - She mentioned that... http://tumblr.com/xul8j2mvs</td><td>1</td><td>1.0</td></tr><tr><td>PHOTOS: Ten Environmental Losses of 2009: Global Warming Not Going Gently http://bit.ly/c2y2R6</td><td>1</td><td>1.0</td></tr><tr><td>Pachauri insists science behind global warming remains 'totally valid'|New Delhi, Feb 5: UN Inter-Governmental .. http://oohja.com/x6rBu</td><td>1</td><td>0.0</td></tr><tr><td>Palin Calls Global Warming a 'Bunch of Snake Oil Science' http://dlvr.it/1bYm</td><td>0</td><td>1.0</td></tr><tr><td>Palin likens global warming studies to 'snake oil'  http://bit.ly/bvfjK3 #climate</td><td>0</td><td>1.0</td></tr><tr><td>Pat Mooney on the Dangers of Geoengineering and Manipulating the Planet to Combat Climate Change  - http://awarela.org/?p=10280</td><td>1</td><td>1.0</td></tr><tr><td>Peoples World: GRAND RAPIDS, Mich. - Opponents of climate change legislation typically argue that regulating globa... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Phony Climate Change Agenda Used In Australia to Force Expensive Home Inspections http://retwt.me/1LUui (via @sminfowars)</td><td>0</td><td>1.0</td></tr><tr><td>Photo: brooklynmutt: It's snowing so global warming is a myth! Anti-intellectualism at its finest. http://tumblr.com/x7q6bt19k</td><td>1</td><td>1.0</td></tr><tr><td>Plan B: California Braces for Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Plan B: California Braces for Climate Change. [link]</td><td>1</td><td>1.0</td></tr><tr><td>Plan B: California Braces for Climate Change. http://bit.ly/b7w8Rf</td><td>1</td><td>1.0</td></tr><tr><td>Plants can effectively tackle global warming|Don't have SiliconIndia account? Sign up Forgot your password? Reset .. http://oohja.com/xc5Re</td><td>1</td><td>0.0</td></tr><tr><td>Politico story on the state of play in DC re climate change and #immigration http://ow.ly/1DOLJ Bottom line: #immigrants r being backstabbed</td><td>1</td><td>0.0</td></tr><tr><td>Poll: Most Nevadans Skeptical of Global Warming|A statewide poll shows 55 percent of Nevadans think global .. http://oohja.com/xb3DQ</td><td>0</td><td>0.0</td></tr><tr><td>Population Control and Climate Change (Part 1) http://bit.ly/cf39ly #News</td><td>1</td><td>1.0</td></tr><tr><td>Porous materials to reduce the climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Porous materials to reduce the climate change http://bit.ly/aoLbPB</td><td>1</td><td>1.0</td></tr><tr><td>Ppl can't think 4 themselves they'll cont 2 believe global warming, even believe snow storms prove it. Idiots are so malleable. #climategate</td><td>0</td><td>0.0</td></tr><tr><td>Prince Charles On Climate Change: Global Warming Skeptics Are All Liars http://bit.ly/dmKIml</td><td>1</td><td>1.0</td></tr><tr><td>Progress in Improving Transparency in Environmental Protection and Climate Change in' http://goo.gl/fb/3AhNx #energy</td><td>1</td><td>1.0</td></tr><tr><td>Prospects for coordinated global action on climate change ' BraveNewClimate http://retwt.me/1MSqx (via @BraveNewClimate)</td><td>1</td><td>1.0</td></tr><tr><td>Put an end to the stupid global warming crap, ask perverts to explain the time between ice ages? George and Dick driving SUV's i suppose!</td><td>0</td><td>0.0</td></tr><tr><td>QUT researchers track climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>QUT researchers track climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>RE: *It isn't that the blizzard proves global warming is false, but it certainly is an argument against.*  Actually, i' http://disq.us/blf2a</td><td>1</td><td>0.0</td></tr><tr><td>RFK, Jr. 15 months ago: Global warming means no snow or cold in DC: ' Robert F. Kennedy Jr., who flies around on p... http://bit.ly/bhvc1D</td><td>0</td><td>1.0</td></tr><tr><td>RT @ANGAus: WH Director of Energy & Climate Change Browner: 'We think there are tremendous opportunities with #natgas' http://bit.ly/d3CAKq</td><td>1</td><td>1.0</td></tr><tr><td>RT @AllConcern: #enviroment: Traditional Indigenous Knowledge & Global Warming ' Stephen Leahy ... http://bit.ly/9b9Ofj</td><td>1</td><td>1.0</td></tr><tr><td>RT @AmericaBlog: Right-wingers already claiming that the blizzard proves climate change doesn't exist http://bit.ly/ba8u1x #p2</td><td>1</td><td>1.0</td></tr><tr><td>RT @BarackBorat: Can someone call the Al Gore and ask him for make turn the Global Warming back on?</td><td>0</td><td>0.0</td></tr><tr><td>RT @BizRoundtable BRT's Climate RESOLVE, SEE Change initiatives help biz develop tangible sustainability solutions http://bit.ly/9elZqB</td><td>1</td><td>1.0</td></tr><tr><td>RT @BluePractice: The clothing industry started global warming in the first place. - Yvon Chouinard, Patagonia #FortuneGreen</td><td>1</td><td>1.0</td></tr><tr><td>RT @CAUSECAST: If all farms in the US went organic, we could rest easy abt climate change. 10 things to know about organic farms: http://su.pr/2mUvox</td><td>1</td><td>1.0</td></tr><tr><td>RT @CHIoxfamaction: People in poor countries are 20 times more likely to be affected by disasters caused by climate change than those in the developed world</td><td>1</td><td>1.0</td></tr><tr><td>RT @ClimaTweets: [World Changing] 29 Graphs of Climate Change Science in One Place:  a one stop shop of... http://bit.ly/913ZwI</td><td>1</td><td>1.0</td></tr><tr><td>RT @Climate scam another warmist has to be rescued from Arctic cold Global warming activist 'transported ... http://bit.ly/9mgHdk #tcot #p2</td><td>0</td><td>0.0</td></tr><tr><td>RT @ClimateBuzz: How the world can move forward in climate change negotiations -http://bit.ly/c6InLW</td><td>1</td><td>1.0</td></tr><tr><td>RT @Climates_Change: Bring Indigenous Voices into the Conversation About Climate Change http://bit.ly/bbP0gG</td><td>1</td><td>1.0</td></tr><tr><td>RT @Consequence09: Pretty awesome 10-min breakdown of climate change: http://ow.ly/1y00p</td><td>1</td><td>1.0</td></tr><tr><td>RT @Doc_0: If the purpose of int'l courts is 2 prosecute crimes against humanity, everyone behind the global warming fraud belongs in court.</td><td>0</td><td>0.0</td></tr><tr><td>RT @Drudge_Report: STATE DEPT. DECLARES:   'Global warming unequivocal and primarily human-induced'... [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Eco_Costa_Rica: Costa Rica's Monteverde, climate change & effects the on biodiversity http://bit.ly/CRClimateChange RT @EPSClimate</td><td>1</td><td>1.0</td></tr><tr><td>RT @EmpressCGC: Finally, Rebuttal to 'Snow Means No Global Warming' Nonsense Aired in Mainstream Media (Video) http://bit.ly/9LyKDH (via @TreeHugger)</td><td>1</td><td>0.0</td></tr><tr><td>RT @Global_Witness: Vacancy: Senior Climate Change Campaigner http://bit.ly/aoJxNT #climate #energy #humanrights #... http://bit.ly/c9vB5v</td><td>1</td><td>1.0</td></tr><tr><td>RT @Greenpeace Despite the sceptics, #climate change must remain a priority http://j.mp/9IpUIA</td><td>1</td><td>1.0</td></tr><tr><td>RT @HeidiAmes: Climate change favors invasive species over indigenous ones. 30% of plants Thoreau saw are now extinct. http://j.mp/bbjysn</td><td>1</td><td>1.0</td></tr><tr><td>RT @Heritage new Foundry post: The DC Blizzard:  More proof of Global Warming! http://bit.ly/alKBnE #snomas #snoverit #snomg #snotorious</td><td>1</td><td>1.0</td></tr><tr><td>RT @HitTheRoadCa: Join the Peoples Conference on Climate Change live at http://envivocmpcc.org.bo #ecomonday #cmpcc #wpccc #cochabamba</td><td>1</td><td>1.0</td></tr><tr><td>RT @HuffPostGreen: hey! wow!  New Federal Climate Change Agency Announced http://bit.ly/aybO8Z</td><td>1</td><td>1.0</td></tr><tr><td>RT @HuffPostGreen: hey! wow!  New Federal Climate Change Agency Announced http://bit.ly/aybO8Z - cool!</td><td>1</td><td>1.0</td></tr><tr><td>RT @InvasiveNotes: RT @RareWildlifeGuy: Climate change: Migration patterns have changed for 20 billion birds:   [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @JMAlderete: TreeHugger: Finally, Rebuttal to 'Snow Means No Global Warming' Nonsense Aired in Mainstream Media http://bit.ly/bimHCU</td><td>0</td><td>0.0</td></tr><tr><td>RT @JamesAllenShow According to MSNBC, Global Warming causes blizzards http://bit.ly/cfn8jl</td><td>1</td><td>1.0</td></tr><tr><td>RT @JoshBearjoolow RT @JamisonDague: I love that, since it's cold, climate change is a hoax. That's like s... http://bit.ly/cFz0N4 #Lottery</td><td>1</td><td>1.0</td></tr><tr><td>RT @JulesBeaujolais: RT: @StopBeck: So #tcot, if snow during the winter disproves global warming, does a hot day during summer prove it? #p2</td><td>1</td><td>1.0</td></tr><tr><td>RT @LAist: Speaking at a CA Event today, Palin Calls Global Warming a 'Bunch of Snake Oil Science': http://bit.ly/cpZm87</td><td>0</td><td>1.0</td></tr><tr><td>RT @LAist: Speaking at a CA Event today, Palin Calls Global Warming a 'Bunch of Snake Oil Science': http://bit.ly/cpZm87</td><td>0</td><td>1.0</td></tr><tr><td>RT @MMFA: Ignoring previous  claims by experts, RedState attacks DHS for citing climate change as national ... http://bit.ly/aXIWtV ( #p2 )</td><td>1</td><td>1.0</td></tr><tr><td>RT @MarkKrajnak: Annnnd....we have snow.. (Annnnd more snow, and more snow and even more snow - must be global warming)</td><td>0</td><td>0.0</td></tr><tr><td>RT @MikeRwithCRC: Climate change activist proponent Ian Katz complains that global warming debate has fallen apart.  http://bit.ly/bcEzBs</td><td>1</td><td>1.0</td></tr><tr><td>RT @MilesGrant: RT @EricBoehlert Why won't Drudge acknowledge snow-less 'Global Warming Games' in Vancouver? http://ow.ly/15S0O #climate</td><td>1</td><td>1.0</td></tr><tr><td>RT @Mommy4Cocktails:RT @JimDeMint:going 2 keep snowing in DC til Al Gore cries uncle/Weather Channel says freaky snow IS b/c global warming</td><td>0</td><td>0.0</td></tr><tr><td>RT @NREMag: Article on #climate change as civil rights issue http://tinyurl.com/zbepwx; #Air has piece on how CAA stds impede environmental justice</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Climate Change: Places To See Before They Disappear��_The Americas (Photos) [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado http://bit.ly/coOWIt</td><td>1</td><td>1.0</td></tr><tr><td>RT @Newsweek: Global Warming Kills Forests In Colorado http://bit.ly/coOWIt</td><td>1</td><td>1.0</td></tr><tr><td>RT @Noreen1 Does #GOP really think snowstorms disprove #climate change? Yup. @bradplumer shows how idiotic that is http://bit.ly/bzv5iS</td><td>1</td><td>1.0</td></tr><tr><td>RT @OperationFree Op Free and QDR in sync: climate change threatens national security.  http://bit.ly/aGVNOh</td><td>1</td><td>1.0</td></tr><tr><td>RT @Qorianka World People's Conference on Climate Change and the Rights of Mother Earth: http://is.gd/bzHOa  #cochabamba</td><td>1</td><td>1.0</td></tr><tr><td>RT @RyanNewYork Gulf Coast spill better give Climate Change Legislation some momentum. It's a bigger tragedy than we're even aware of yet.</td><td>1</td><td>1.0</td></tr><tr><td>RT @TEDNews: Larry Brilliant at #tedxvolcano: Climate change is exacerbating all other crises of our age. But climate science is now under attack.</td><td>1</td><td>1.0</td></tr><tr><td>RT @TEDNews: Larry Brilliant at #tedxvolcano: Climate change is exacerbating all other crises of our age. But climate science is now under attack.</td><td>1</td><td>1.0</td></tr><tr><td>RT @TM_Climate: Climate Change and the Amazon Rainforest http://retwt.me/1LRVk (via @mongabay)</td><td>1</td><td>1.0</td></tr><tr><td>RT @TheClimateDesk: Climate change hive mind? Starting Mon 4/19, news orgs team up to explore the impacts of our warming planet</td><td>1</td><td>1.0</td></tr><tr><td>RT @UNcareers: UN remains proper platform for climate change talks: De Boer: By Xinhua writer Liu Xiaoyan, Huang Kun BONN, German... htt ...</td><td>1</td><td>1.0</td></tr><tr><td>RT @WWF_Climate    RT @CarbonDiplomacy Grapes of Wrath: How much trouble does #climate change mean for agriculture? http://bit.ly/abDh6c</td><td>1</td><td>1.0</td></tr><tr><td>RT @WWF_Climate: Looking for great media material on human impact of #climate change? Climate Witness stories http://is.gd/5fSMv #wwf</td><td>1</td><td>1.0</td></tr><tr><td>RT @climatedebate: Climate change aids invasive plants:  http://bit.ly/bbH0U7</td><td>1</td><td>1.0</td></tr><tr><td>RT @contessabrewer: @newsbusters That's not what I said.  I said that snowstorms don't refute global warming. (RE: http://ow.ly/162Vy)</td><td>1</td><td>1.0</td></tr><tr><td>RT @contessabrewer: @newsbusters That's not what I said.  I said that snowstorms don't refute global warming. (RE: http://ow.ly/162Vy)</td><td>1</td><td>1.0</td></tr><tr><td>RT @dailygalaxy Ash from Iceland's Volcano Sweeping Across Europe: Are Volcanoes Being Triggered by Global Warming http://bit.ly/d0hgNX #p2</td><td>1</td><td>1.0</td></tr><tr><td>RT @dailykos: Climate Change Skeptics Discredited http://bit.ly/bWsUBZ</td><td>1</td><td>1.0</td></tr><tr><td>RT @danielsaudade: What beautiful fall weather this morning, New York! Thanks climate change! Bleh!</td><td>1</td><td>1.0</td></tr><tr><td>RT @davidcorndc: Can someone please explain to conservatives that with climate change, some areas will get colder and weather patterns will shift.</td><td>1</td><td>1.0</td></tr><tr><td>RT @dougbenson: Dear Stupid People Who Think These Winter Storms Means There's No Such Thing As Global Warming, You're stupid. Love, Shut up</td><td>1</td><td>0.0</td></tr><tr><td>RT @drgrist: Utah nat. resources committee passes resolution denying the existence of climate change: http://is.gd/7M50p Utah: Still crazy!</td><td>0</td><td>1.0</td></tr><tr><td>RT @earthinstitute: State of the Planet 2010 Conference: Connecting Voices Globally to Meet the Challenges of Climate Change, Poverty... http://bit.ly/cYM4gC</td><td>1</td><td>1.0</td></tr><tr><td>RT @energysection: Backgrounder: China's major policies to tackle climate change since year 2000.. [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @fredthompson UN Global Warming chair says skeptics can't tell asbestos from talcum pwdr. At least they can tell science from a snow job.</td><td>1</td><td>0.0</td></tr><tr><td>RT @gb_Joe: Global Warming sea level rise? Carbon footprint? Al Gore buys $9 million  estate by ocean http://bit.ly/bZKtRk</td><td>0</td><td>0.0</td></tr><tr><td>RT @greenforyou Global Warming Makes Trees Grow Faster #green http://bit.ly/aTcHok</td><td>1</td><td>1.0</td></tr><tr><td>RT @grittv: American media isn't putting out much on Climate Change. That's why you should watch GRIT's take!http://digg.com/u1U6aY</td><td>0</td><td>1.0</td></tr><tr><td>RT @indiaenvportal: Make IT green: cloud computing and its contribution to climate change  [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @jmac82 Due to snow of course RT @Drudge_Report    Senate global warming hearing cancelled... http://drudge.tw/dyAWzC // lol</td><td>0</td><td>0.0</td></tr><tr><td>RT @kathrynlopez    a climate change on climate change http://tinyurl.com/yeyljlc</td><td>0</td><td>1.0</td></tr><tr><td>RT @kombiz: pretty big.. Former Senator Warner ties Climate Change to security issues...  http://bit.ly/9a5S0n</td><td>1</td><td>1.0</td></tr><tr><td>RT @kombiz: pretty big.. Former Senator Warner ties Climate Change to security issues...  http://bit.ly/9a5S0n</td><td>1</td><td>1.0</td></tr><tr><td>RT @kombiz: pretty big.. Former Senator Warner ties Climate Change to security issues...  http://bit.ly/9a5S0n</td><td>1</td><td>1.0</td></tr><tr><td>RT @latimes: Foes of California's global warming law pour money into a campaign to delay it http://lat.ms/bSpqIX</td><td>1</td><td>1.0</td></tr><tr><td>RT @linkspolitik: RT @StopBeck: So #tcot, if snow during the winter disproves global warming, does a hot day during summer prove it? #p2</td><td>1</td><td>1.0</td></tr><tr><td>RT @milesgrant: Virginia Republican Party mocks those who trust science of global warming - like Bob McDonnell: http://ow.ly/14jM0</td><td>1</td><td>0.0</td></tr><tr><td>RT @mmaction: Snowstorms Do Not Disprove Climate Change http://bit.ly/dfi3es #p2 #tcot</td><td>1</td><td>1.0</td></tr><tr><td>RT @mmfa Brain Freeze: Conservative media still using winter weather 2 attack global warming http://bit.ly/9nKEcc #p2 #noisemachine #climate</td><td>1</td><td>1.0</td></tr><tr><td>RT @mmfa Brain Freeze: Conservative media still using winter weather to attack global warming: http://bit.ly/9nKEcc #noisemachine #climate</td><td>1</td><td>1.0</td></tr><tr><td>RT @mmfa: Brain Freeze: Conservative media still using winter weather to attack global warming: http://bit.ly/9nKEcc #p2 #noisemachine #climate</td><td>1</td><td>1.0</td></tr><tr><td>RT @mongabay: Climate Change and the Amazon Rainforest: http://bit.ly/cVzrVa</td><td>1</td><td>1.0</td></tr><tr><td>RT @mrdannyglover i support the world people's conference on climate change in cochabamba, bolivia. watch live now at [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @newtgingrich: Historic snow storm in washington-third this year-where is al gore to explain it snows this heavily as a sign global warming is imminent</td><td>0</td><td>0.0</td></tr><tr><td>RT @newtgingrich: Historic snow storm in washington-third this year-where is al gore to explain it snows this heavily as a sign global warming is imminent</td><td>0</td><td>0.0</td></tr><tr><td>RT @nicknotned: How cranky bloggers are puncturing the consensus on climate change. by Matt Ridley  http://j.mp/cIQbOE</td><td>0</td><td>1.0</td></tr><tr><td>RT @organicnewyork Climate change making seasonal allergies worse. Blame the solar system, hey where'd Al GORED go?</td><td>1</td><td>1.0</td></tr><tr><td>RT @panteraonca07: Slideshow of Alaska Before the Effects of Global Warming http://bit.ly/d1szFE</td><td>1</td><td>1.0</td></tr><tr><td>RT @redostoneage: @hrhsar Accumulating Evidence of the Corrupted US Temp Record #global warming #climate changehttp://bit.ly/b98uZC Volcano</td><td>1</td><td>1.0</td></tr><tr><td>RT @redostoneage: Climategate:Faster & faster the Dominos fall http://bit.ly/akBYCa #global warming #climate change</td><td>0</td><td>1.0</td></tr><tr><td>RT @rhonyk: @Qorianka Many thx 2 U Sister,for yr partcipation in the World Peoples Summit 4 Climate Change. #Indigenous #EarthRights #Global</td><td>1</td><td>1.0</td></tr><tr><td>RT @sarahbellumd: TP action figure pls! RT @GregGutfeld: Tugboat Phil is our 1 hope against global warming. #redeye</td><td>0</td><td>0.0</td></tr><tr><td>RT @sarahconner: Ridiculous: giving climate change denier nature show? Keep Sarah Palin off #Discovery http://bit.ly/bmUK4w via @CREDOmobile</td><td>1</td><td>1.0</td></tr><tr><td>RT @sbthistle: More snow 4 DC. Hope anti-climate change members of Congress & lobbyists, r paying attention. http://tinyurl.com/yedwvex #co2</td><td>1</td><td>0.0</td></tr><tr><td>RT @sejorg: RT @JaymiHeimbuch: Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle [link]</td><td>1</td><td>1.0</td></tr><tr><td>RT @sejorg: RT @JaymiHeimbuch: Ocean Saltiness Shows Global Warming Is Intensifying Our Water Cycle http://bit.ly/bKlU4H</td><td>1</td><td>1.0</td></tr><tr><td>RT @terryacarter For those doubting global warming because of this snow. Vancouver having warmest Winter on record. It's called a trend line</td><td>1</td><td>1.0</td></tr><tr><td>RT @thejoshuablog: RT @AmericaBlog: Right-wingers already claiming that the blizzard proves climate change doesn't exist http://bit.ly/ba8u1x #p2</td><td>1</td><td>1.0</td></tr><tr><td>RT @thejoshuablog: RT @MMFA: Ignoring previous  claims by experts, RedState attacks DHS for citing climate change as national ... http://bit.ly/aXIWtV ( #p2 )</td><td>1</td><td>1.0</td></tr><tr><td>RT @time D.C. Snowstorm: How Global Warming Makes Blizzards Worse - TIME http://bit.ly/afRApN</td><td>1</td><td>1.0</td></tr><tr><td>RT @time D.C. Snowstorm: How Global Warming Makes Blizzards Worse - TIME http://bit.ly/afRApN</td><td>1</td><td>1.0</td></tr><tr><td>RT @time D.C. Snowstorm: How Global Warming Makes Blizzards Worse - TIME http://bit.ly/afRApN #green #climate #smh</td><td>1</td><td>1.0</td></tr><tr><td>RT @toddstarnes: Dear Mr. Gore, would you mind helping to shovel the 30 inches of global warming in DC?</td><td>0</td><td>0.0</td></tr><tr><td>RT @txvoodoo: Dr Jeff Masters of @wunderground has a great blog about storms & global warming: http://is.gd/7YoX4</td><td>1</td><td>1.0</td></tr><tr><td>RT @wood83: Global warming alarmists meet record snowfall, record snowfall meet global warming alarmists</td><td>0</td><td>0.0</td></tr><tr><td>RT @wsmco: should tie a liberal global warming scum to front of every snowplow in dc. and drag morons who voted for them behind it.</td><td>0</td><td>0.0</td></tr><tr><td>RT @zanieladie: East Coast is going to get pounded with snow again. Stupid global warming!</td><td>0</td><td>1.0</td></tr><tr><td>RT for those that didn't see it this morning @GBDave If you think global warming is a bad thing... http://tiny12.tv/YIE0Y</td><td>0</td><td>0.0</td></tr><tr><td>RT@greenforyou An estimated 20 billion birds changed their migrating habits in last few decades due to global warming http://bit.ly/cRfauy</td><td>1</td><td>1.0</td></tr><tr><td>Rather amused at climate change deniers who wryly refer to snow as 'global warming' -- they're a bit closer to the mark than they think.</td><td>1</td><td>1.0</td></tr><tr><td>Reinvent Cities to Stop Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Rejoice, NY Times mentions crop wild relatives in article about adapting agriculture to climate change http://bit.ly/dmIB7F #agriculture</td><td>1</td><td>1.0</td></tr><tr><td>Report Claims Climate Change Is To Blame For Increase Of Allergies [link]</td><td>1</td><td>1.0</td></tr><tr><td>Report: Allergy Season to Get Worse with Climate Change (Time.com) http://nxy.in/h4e3z</td><td>1</td><td>1.0</td></tr><tr><td>Report: Climate change indicates need for Scots to consider new species in reforestation:  http://bit.ly/bn0SJd</td><td>1</td><td>1.0</td></tr><tr><td>Reuters AlertNet - Climate change migration could complicate polio eradica.. http://retwt.me/1MRon (via @alertnetclimate)</td><td>1</td><td>1.0</td></tr><tr><td>Ridiculous: giving a climate change denier a nature show? Keep Sarah Palin off #Discovery: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Robert F. Kennedy Jr., predicted 15 months ago there wouldn't be snow in DC again due to 'global warming': http://ow.ly/15bCC #tcot</td><td>1</td><td>0.0</td></tr><tr><td>Robert S. Eshelman: World People's Conference on Climate Change and the Rights of Mother Earth kicks off in Boliv... http://huff.to/cWnaC8</td><td>1</td><td>1.0</td></tr><tr><td>Robin McKie v Benny Peiser - Has the science of climate change been undermined by email leaks and the IPCC's glacie... http://ow.ly/16w9Kb</td><td>1</td><td>1.0</td></tr><tr><td>Rt @InvasiveNotes RT @OceanChampions: No, snow does not disprove global warming: http://bit.ly/aX13RH</td><td>1</td><td>1.0</td></tr><tr><td>SCIENCE: Scientists explore the evolution of climate change http://url4.eu/2aBIw</td><td>1</td><td>1.0</td></tr><tr><td>SEC Follows Through with Guidance Regarding Disclosure of Climate Change Risks and Opportunitie... Read more at http://bit.ly/9HQoEQ</td><td>1</td><td>1.0</td></tr><tr><td>SEC Recognizes Climate Change as Material Business Risk http://bit.ly/aXTBYB</td><td>1</td><td>1.0</td></tr><tr><td>SEC wants climate risks disclosed | Analysis & Opinion | Reuters: The SEC now sees climate change as a risk too im... http://bit.ly/bl6VEp</td><td>1</td><td>1.0</td></tr><tr><td>SEC warns publically held companies to advise investors of risks of #climate change. http://ow.ly/1DUIy #CSR</td><td>1</td><td>1.0</td></tr><tr><td>STATE DEPT. DECLARES: 'Global warming unequivocal and primarily human-induced'... http://ow.ly/1774mS</td><td>1</td><td>1.0</td></tr><tr><td>Save the Whales and They'll Save Us from Global Warming http://bit.ly/cN013J #tcot</td><td>1</td><td>1.0</td></tr><tr><td>Schwarzenegger carries torch for tough auto emissions standards | Climate Change | Pembina Institute http://retwt.me/1LYxg (via @DanWoy)</td><td>1</td><td>1.0</td></tr><tr><td>Scientist's Sexxxy Novel Proves 'Climate Change' Is for Sex Pervs [Books] http://bit.ly/9AODlg</td><td>0</td><td>0.0</td></tr><tr><td>Seasonal Allergies Getting Worse From Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Seculars worship at feet of fickle ANGRY Global Warming / Cooling god. And proselytize world. #tcot #gop #seanhannity</td><td>0</td><td>0.0</td></tr><tr><td>Sen. Kerry writing in The Hill today: U.S. Must Lead on Climate Change http://bit.ly/dCT9yb</td><td>1</td><td>1.0</td></tr><tr><td>Sen. Lindsey Graham: 'I care equally about immigration and climate change': I'll sit down with my c.. http://bit.ly/bCFage</td><td>1</td><td>1.0</td></tr><tr><td>Serious question: Will environmentalists still blame humans for climate change after this volcano? http://bit.ly/bsNUQW</td><td>0</td><td>1.0</td></tr><tr><td>Seriously, how is this helping to get people to work against climate change? http://bit.ly/bdEr0I</td><td>1</td><td>1.0</td></tr><tr><td>Short Vid, 2010 Snowmageddon: DC Snows Obama & Global Warming Activist http://bit.ly/9pYsgf #tcot #teaparty @senjohnmccain</td><td>1</td><td>0.0</td></tr><tr><td>Snow? Global Warming? Natural Laws & Climate Change: Sun Enters New...: LAW PUNDIT Sunday, February 07, 2010 2/07/... http://bit.ly/95tWNA</td><td>1</td><td>1.0</td></tr><tr><td>Snowmageddon Rearranges Climate Change Announcement http://bit.ly/biv3Yk &lt;- Love the irony.</td><td>0</td><td>1.0</td></tr><tr><td>Snowstorm: East Coast Blizzard Tied to Climate Change http://bit.ly/aMGM77</td><td>1</td><td>1.0</td></tr><tr><td>Snowstorms Do Not Disprove Climate Change | Media Matters Action Network http://retwt.me/1LYlk (via @mmaction)</td><td>1</td><td>1.0</td></tr><tr><td>So it*s April 27th, Phoenix has 90�_� weather & it might snow in New York today.. Hmmmm.. Global warming MUCH !</td><td>1</td><td>1.0</td></tr><tr><td>So its in the 40s today and tomorrow they're calling for another blizzard. Yes, global warming is real! Lol</td><td>0</td><td>0.0</td></tr><tr><td>Soaring mercury; Blame it on global warming|Agartala, Apr 14 : Environmentalists have attributed the .. http://oohja.com/xaMXU</td><td>1</td><td>1.0</td></tr><tr><td>Soaring mercury; Blame it on global warming|Agartala, Apr 14 : Environmentalists have attributed the .. http://oohja.com/xaN2I</td><td>1</td><td>1.0</td></tr><tr><td>Solar Radiation Management: Dr. Strangelove?s Fix for Global Warming|Ever hear of Solar Radiation Management? No, .. http://oohja.com/x6mVY</td><td>1</td><td>1.0</td></tr><tr><td>Some Global Warming huh? You were all lied to by Al Gore... he duped you.</td><td>0</td><td>0.0</td></tr><tr><td>Someone go tell the Climate Change crowd to go hang, after they read this: [link]</td><td>0</td><td>1.0</td></tr><tr><td>Spring Comes 10 Days Earlier In U.S. Due To Climate Change: [link]</td><td>1</td><td>1.0</td></tr><tr><td>Spring storm season starting a little late this year???  Must be global warming!</td><td>1</td><td>1.0</td></tr><tr><td>Still only 44 degrees in Chicago. This global warming is just too much! Have to cut grass .. hate to work outside when it's cold.</td><td>1</td><td>1.0</td></tr><tr><td>Still think global warming is cool?</td><td>1</td><td>0.0</td></tr><tr><td>Stone Soup The Importance of Trees in Halting Global Warming: Most people have heard that planting... http://bit.ly/b7l6Pn #stonesoupdayton</td><td>1</td><td>1.0</td></tr><tr><td>Story of the vaporization of the great gobal warming scandal #global warming http://is.gd/7TByc</td><td>0</td><td>0.0</td></tr><tr><td>Street-corner Global-warming Counsel: Urgh, certain elements of this item in Sunday's Washington Post, ��_Five Myths... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Street-corner Global-warming Counsel: Urgh, certain elements of this item in Sunday's Washington Post, ��_Five Myths... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Street-corner Global-warming Counsel: Urgh, certain elements of this item in Sunday's Washington Post, ��_Five Myths... http://bit.ly/9Lolme</td><td>1</td><td>1.0</td></tr><tr><td>Study assesses effects of earlier springs http://tr.im/NuV9 KB: More than 25,000 reasons to stop global warming. #eco #green</td><td>1</td><td>1.0</td></tr><tr><td>Study on climate change law cites 5 local refineries for negative health effects http://bit.ly/9yVwHz</td><td>1</td><td>1.0</td></tr><tr><td>Study: SE Asia will be hit hard by climate change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Study: SE Asia will be hit hard by climate change http://retwt.me/1MN2w (via @cuddlendance)</td><td>1</td><td>1.0</td></tr><tr><td>THANKS! Its not global warming! RT @RosanneMF: Snowstorm: E Coast Blizzard Tied to Climate Change - @TIME http://bit.ly/9TRnGU (via @emmzee)</td><td>0</td><td>1.0</td></tr><tr><td>THE best climate change economics primer. - jasencomstock: I love Paul Krugman, and I have to say he makes an... http://tumblr.com/xkw8jdz7y</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 36</td><td>1</td><td>1.0</td></tr><tr><td>Take Action @change: Help Protect Wildlife Habitat from Climate Change http://bit.ly/9Ogdyi #climatechange #SierraClub #SaveTerra 9</td><td>1</td><td>1.0</td></tr><tr><td>TelegraphNews India forms new climate change body  http://ow.ly/1o7IZC  (India says 'cannot rely' on UN IPCC panel)</td><td>1</td><td>1.0</td></tr><tr><td>Tell Rupert Murdoch to Get His Facts Straight on Climate Change: http://is.gd/biUHB #FoxNews #GlobalWarming #SaveTerra 4</td><td>0</td><td>1.0</td></tr><tr><td>Tell Rupert Murdoch to Get His Facts Straight on Climate Change: http://is.gd/biUHB #FoxNews #GlobalWarming #SaveTerra 7</td><td>0</td><td>1.0</td></tr><tr><td>Thank you James Sniffen from UNEP for a great session on Climate Change and the UN.</td><td>1</td><td>1.0</td></tr><tr><td>The Earth Institute's James Hansen warns against global warming in his new book 'Storms of My Grandchildren. http://bit.ly/9SK1fh</td><td>1</td><td>1.0</td></tr><tr><td>The Effect Of Organic Farming In Climate Change | Organic Earth http://bit.ly/a1rqhT</td><td>1</td><td>1.0</td></tr><tr><td>The Global Climate: Yes, Its Still Warming :) climate scientists</td><td>1</td><td>1.0</td></tr><tr><td>The Global Climate: Yes, Its Still Warming stop global warming :) http://bit.ly/b2du4M</td><td>1</td><td>1.0</td></tr><tr><td>The Good News About the Very Bad News (About Climate Change) http://ow.ly/17a4YA</td><td>1</td><td>1.0</td></tr><tr><td>The Great Beyond: Can climate change make the bed rock? http://retwt.me/1MSUP (via @flyingsaucerJ)</td><td>1</td><td>1.0</td></tr><tr><td>The Key to Fixing Global Warming China | Magazine: It's late November 2009, and US energy secretary Steven Chu is ... http://bit.ly/aMtvEN</td><td>1</td><td>1.0</td></tr><tr><td>The Minister for coal out of step with climate change action http://bit.ly/cbrpKb</td><td>1</td><td>1.0</td></tr><tr><td>The U.S. is forming new climate change agency | Oregon Local News - OregonLive.com http://retwt.me/1LWmF (via @OregonianEnviro)</td><td>1</td><td>1.0</td></tr><tr><td>The clothing industry started global warming in the first place. - Yvon Chouinard #FortuneGreen</td><td>1</td><td>1.0</td></tr><tr><td>The global warming is totally messing up the weather patterns in this world and is causing violent weather storms worldwide very hurtful</td><td>1</td><td>1.0</td></tr><tr><td>The global warming/climate change folks should switch their message to fighting pollution. http://bit.ly/aJVPvq</td><td>0</td><td>1.0</td></tr><tr><td>The good news about the very bad news (about climate change) by Rebecca Solnit http://bit.ly/cUKQVi</td><td>1</td><td>1.0</td></tr><tr><td>The great global warming collapse - The Globe and Mail http://ow.ly/14DHG</td><td>0</td><td>1.0</td></tr><tr><td>The great global warming collapse'... http://bit.ly/drrEIN</td><td>0</td><td>0.0</td></tr><tr><td>The great global warming collapse. Truth comes out! CarlWattsArtist.com http://ping.fm/xZOxH</td><td>0</td><td>1.0</td></tr><tr><td>The massive rainstorms and lots of terrible weather is affecting our planet something must be done about global warming soon</td><td>1</td><td>1.0</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>The need to switch to renewable energy|Climate scientists have long warned us that global warming is accelerating .. http://oohja.com/xaZzN</td><td>1</td><td>1.0</td></tr><tr><td>The power is out. This is fun. At least I have beer. Global warming=fail.</td><td>0</td><td>0.0</td></tr><tr><td>The reason global warming isn't accepted more widely has nothing to do with global warming or any lack of evidence. http://bit.ly/b9Jo7h</td><td>1</td><td>1.0</td></tr><tr><td>Those who demand you believe that Islam is a Religion of Peace also demand you believe in Anthropagenic  Global Warming.</td><td>0</td><td>1.0</td></tr><tr><td>Thoughts on Global Warming | Global Warming: What is Global Warming?Global Warming refers to a rise in the average... http://bit.ly/d2LxRG</td><td>1</td><td>1.0</td></tr><tr><td>Time Warp! 15 months ago RFK Jr. said Global warming means no cold or snow in DC.  http://bit.ly/bfq8s8 Suck it Bobby.</td><td>0</td><td>1.0</td></tr><tr><td>Time to Make Your Voices Heard on Climate Change http://bit.ly/cRKyFB #tcot #tlot</td><td>1</td><td>1.0</td></tr><tr><td>Todays sci lesson: Warm air holds more moisture, hits cold air == #snowmageddon. So yes, blizzards are sign of global warming.</td><td>1</td><td>1.0</td></tr><tr><td>Tom Switzer: Australia's Changing Climate-Change Climate http://on.wsj.com/duzwtK</td><td>1</td><td>1.0</td></tr><tr><td>Top Science Journal Calls for Climate Science Reform|A steady drip of errors in the top report on global warming .. http://oohja.com/x6L4Q</td><td>0</td><td>0.0</td></tr><tr><td>Topography of mountains could complicate rates of global warming http://bit.ly/cA5Bom</td><td>1</td><td>1.0</td></tr><tr><td>Treating Climate Change as a Curable Disease [link]</td><td>1</td><td>1.0</td></tr><tr><td>Treating Climate Change as a Curable Disease http://viigo.im/3fSu</td><td>1</td><td>1.0</td></tr><tr><td>Twenty Years of Advocacy, Not Journalism, on Global Warming http://bit.ly/cG3pnf</td><td>1</td><td>1.0</td></tr><tr><td>Twenty Years of Advocacy, Not Journalism, on Global Warming: For more than two decades, the so-called mainstream m... http://bit.ly/9lbTKX</td><td>1</td><td>0.0</td></tr><tr><td>U.S. Climate Change Portal Could Birth Entirely New Industries http://www.fastcompany.com/15437... Read more at http://bit.ly/9Z5WKf</td><td>1</td><td>1.0</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change [link]</td><td>1</td><td>1.0</td></tr><tr><td>U.S. Document Calls For ��_Global Regime��_ To Tackle Climate Change http://bit.ly/ddyxmX</td><td>1</td><td>1.0</td></tr><tr><td>U.S. senators prepare compromise climate change bill|Source: Reuters * Senator Kerry aims to introduce .. http://oohja.com/xaAIR</td><td>1</td><td>1.0</td></tr><tr><td>UN ��_ Only Global Cooperation Can Prevent Runaway Climate Change, Secretary ��_: The United Nations seeks dialogue, i... [link]</td><td>1</td><td>1.0</td></tr><tr><td>US Government's New Climate Change Claim: Global Warming Causes ...: Before I begin, I promise you that the story ... http://bit.ly/8YKBgC</td><td>1</td><td>1.0</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. [link]</td><td>1</td><td>1.0</td></tr><tr><td>UW biologist links early blooms to global warming|Associated Press - April 21, 2010 6:15 AM ET STEVENS POINT, .. http://oohja.com/xbiRQ</td><td>1</td><td>1.0</td></tr><tr><td>United States Must Lead on Climate Change ��_ Kerry; Climate and Energy Bill Has Multiple Benefits #green [link]</td><td>1</td><td>1.0</td></tr><tr><td>Utah state representative claims climate change is a 'conspiracy' aimed at population control. http://tr.im/N5Tx</td><td>0</td><td>0.0</td></tr><tr><td>Vattenfall's CEO on clean energy, and not being a 'lone wolf' on climate change http://bit.ly/bPKwzC</td><td>1</td><td>1.0</td></tr><tr><td>Videos: How we know humans are changing the climate and climate change is a clear and present danger http://retwt.me/1LTL9 (via @350dotorg)</td><td>1</td><td>1.0</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. http://oohja.com/xb8s2</td><td>1</td><td>1.0</td></tr><tr><td>Volcanic ash cloud: Global warming may trigger more volcanoes|Climate change could spark more ''hazardous'' .. http://oohja.com/xb8ws</td><td>1</td><td>1.0</td></tr><tr><td>Volcanic ash is a good thing. Blocks the sun's heat. Lessens air travel. Bye bye global warming. #fb</td><td>1</td><td>1.0</td></tr><tr><td>Volcano could mean cooling, acid rain - Climate Change- msnbc.com http://retwt.me/1MQJk (via @_bradpitt)</td><td>1</td><td>1.0</td></tr><tr><td>WSJ- Global warming alarmists have been discredited, but you wouldn't know it from the rhetoric this Earth Day. http://on.wsj.com/bbuPvl</td><td>0</td><td>0.0</td></tr><tr><td>WV stakeholders tackle climate change concerns: Stakeholders in Western Visayas gather for a two-day regional conf... http://bit.ly/dpaK9s</td><td>1</td><td>1.0</td></tr><tr><td>Warming Wins Global Warming War - Kiddo, Florida was nice, but you didn't miss too much. Think: NewYork's waiting r... http://ow.ly/179Xkb</td><td>1</td><td>1.0</td></tr><tr><td>Warming Wins Global Warming War: http://digg.com/d31PC8W?t #LOL  @rocketman528</td><td>1</td><td>0.0</td></tr><tr><td>Washington DC takes a Snow Day!!! Global Warming? I don't think so! http://bit.ly/9w0SZn #IPCC #climate #climategate #p2 #tlot #tcot #jokes</td><td>0</td><td>1.0</td></tr><tr><td>Watching 'Joseph D'Aleo Full Interview on Global Warming Hoax' at Vodpod http://bit.ly/cW6QJ8</td><td>0</td><td>0.0</td></tr><tr><td>Water Vapor Slowed Global Warming Over Past Decade: Over the last 10 years, global temperatures rose about 25 pe... http://bit.ly/b5dfKU</td><td>1</td><td>1.0</td></tr><tr><td>Ways The Difficult Economy has Helped people Focus on Family and ...: ... Climate Change, clinical trials collagen... http://bit.ly/9OIovA</td><td>1</td><td>1.0</td></tr><tr><td>We take climate change seriously & as a business, we hold ourselves responsible for our impact. Learn how:  http://ow.ly/13Oho</td><td>1</td><td>1.0</td></tr><tr><td>Well that takes care of the global warming agenda for the year. They'll have to hire some new guys to go back and rewrite the record books.</td><td>0</td><td>1.0</td></tr><tr><td>What ISN'T evidence of glbl warmg? RT @ebertchicago: Many scientists believe the Snowpocalypse is more evidnce of Climate Change aka warming</td><td>0</td><td>1.0</td></tr><tr><td>What The Snowpocalypse Tells Us About Global Warming http://url4.eu/1Mkd0</td><td>1</td><td>1.0</td></tr><tr><td>What are some major sources of water pollution? | Global Warming http://bit.ly/cjGmk4</td><td>1</td><td>1.0</td></tr><tr><td>What would a year without summer, due only to an intense solar minimum (i.e. 1816), imply for climate change efforts? Ppl won't get this.</td><td>1</td><td>1.0</td></tr><tr><td>When a politician or pundit says 'look it's snowing so there can't be global warming. http://bit.ly/cGOcqU</td><td>1</td><td>0.0</td></tr><tr><td>Where's that Global Warming???</td><td>0</td><td>0.0</td></tr><tr><td>Where's the Real Roadblock to Climate Change and Clean Energy Legislation in the US? http://url4.eu/34tFU</td><td>1</td><td>1.0</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Why cleaner air could speed global warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>Why cleaner air could speed global warming | Air Pollution News http://bit.ly/bpx3Xh</td><td>1</td><td>1.0</td></tr><tr><td>Why cleaner air could speed global warming: Aerosol pollution, which is now on the downswing, has helped keep the ... [link]</td><td>1</td><td>1.0</td></tr><tr><td>Why climate change will make your allegeries worse, http://su.pr/16aLt5</td><td>1</td><td>1.0</td></tr><tr><td>Why isn't @algore upset with the volcano for causing global warming? #climategate</td><td>0</td><td>1.0</td></tr><tr><td>Will the sheeple in Philly finally understand who has been brainwashing them about global warming and why? #tcot Naaahhhaaaa. #gop</td><td>0</td><td>0.0</td></tr><tr><td>Wisconsin's scaled-back global warming bill unveiled: A revised state clean energy and global warming bill unveile... http://bit.ly/bSOrWH</td><td>1</td><td>1.0</td></tr><tr><td>World People's Conference On Climate Change http://retwt.me/1MTa6 (via @climatecamp)</td><td>1</td><td>1.0</td></tr><tr><td>World-Famous Places Endangered by Global Warming: If climatologists' predictions of global warming are right, some... http://bit.ly/a7S4GQ</td><td>1</td><td>1.0</td></tr><tr><td>Yeah, about that Global Warming footprint, Al... You hypocritical jackass.</td><td>0</td><td>0.0</td></tr><tr><td>You and Us and Me - UNFCCC Kyoto Protocol and Climate Change http://retwt.me/1MSRh (via @NewsOnGreen)</td><td>1</td><td>1.0</td></tr><tr><td>YouTube - Climate change sceptic in Australia - Lord Christopher Monckton http://retwt.me/1LU5N (via @AlterXMedia)</td><td>0</td><td>1.0</td></tr><tr><td>YouTube - Thomas Sowell: Global Warming Manufactured by Intellectuals? peter m robinson :O</td><td>0</td><td>0.0</td></tr><tr><td>Your Voice: The fraud of global warming: by Tim Michael Case, Tracy Since the early 1970s, our public school syste... [link]</td><td>0</td><td>0.0</td></tr><tr><td>Your in Orlando right? Florida freeze due to global warming! http://tweetphoto.com/10688502</td><td>1</td><td>0.0</td></tr><tr><td>[#Meat-Wise]  Cynthia Bateman on Meat-Wise Monday: How Animal Agriculture Makes Global Warming Worse http://bit.ly/9c04zs</td><td>1</td><td>1.0</td></tr><tr><td>[...] and Reduce Greenhouse Gas Emissions  That Cause Global Warming Until Unemployment Drops Below Specified Level for Full Year</td><td>1</td><td>1.0</td></tr><tr><td>about that whole climate change thing...http://bit.ly/cUg6WF</td><td>0</td><td>1.0</td></tr><tr><td>climate change | glaciers | acrtic | melting http://retwt.me/1LYil (via @EarthBlog)</td><td>1</td><td>1.0</td></tr><tr><td>computer forensics experts: are there still any idiots out there that belive global warming is true? [link]</td><td>0</td><td>0.0</td></tr><tr><td>computer forensics experts: are there still any idiots out there that belive global warming is true? http://bit.ly/aUrimy</td><td>0</td><td>0.0</td></tr><tr><td>didn't realize arkansas let climate change denying fair taxers run in dem primary. #ardebate</td><td>0</td><td>0.0</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Effects of Global Warming Stats: Back with more news for you today. It's ama... [link]</td><td>1</td><td>1.0</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Effects of Global Warming Stats: Back with more news for you today. It's ama... [link]</td><td>1</td><td>1.0</td></tr><tr><td>effects of global warming ��_ YouTube ��_ Impact of Climate Change on ...: There are many predicted effects for the en... [link]</td><td>1</td><td>1.0</td></tr><tr><td>evidences of global warming Go Green Toolshed ' Blog Archive ' Global Warming Myths and Facts</td><td>1</td><td>1.0</td></tr><tr><td>fail! this article mentions climate change midway through the article. totally buried the lede. http://bit.ly/afgr51 #journalism #climate</td><td>0</td><td>1.0</td></tr><tr><td>global warming http://bit.ly/dwthqd :O Bill Blocking EPA Authority to Curb Global Warming Pollution an</td><td>1</td><td>1.0</td></tr><tr><td>global warming verified:  http://www.wunderground.com/blog/JeffMasters/comment.html?entrynum=1427</td><td>1</td><td>1.0</td></tr><tr><td>good luck What can our families do to help stop global warming? ;)</td><td>1</td><td>0.0</td></tr><tr><td>gridlock Facts brushed over by global warming fanatics  :O</td><td>0</td><td>0.0</td></tr><tr><td>http://bit.ly/bxMwb8 :) What can our families do to help stop global warming? stop global warming</td><td>1</td><td>1.0</td></tr><tr><td>http://bit.ly/dCjUlz -Ancient Weapons Emerge From Melting Arctic Ice-Wow,positive side of Global Warming.Other one is reclaim of dry land</td><td>1</td><td>1.0</td></tr><tr><td>if you're one of the 10s of thousands without power from the blizzard and you voted for this global warming dipshit, i'm glad you're f-d.</td><td>0</td><td>0.0</td></tr><tr><td>kudos to Lindsay Graham on being so strong on climate change.  http://bit.ly/dbMjMa</td><td>1</td><td>1.0</td></tr><tr><td>man made global warming a hair brained theory 4 the scientifically challenged the IPPC has nothing to back up claims #tcot #p2 #climategate</td><td>0</td><td>0.0</td></tr><tr><td>new: Global Warming Incoherence http://strata-sphere.com/blog/index.php/archives/12671</td><td>0</td><td>1.0</td></tr><tr><td>on the subject of the epic scam that is global warming obumers global warming council got snowed out LOL</td><td>0</td><td>0.0</td></tr><tr><td>pretty big.. Former Senator Warner ties Climate Change to security issues...  http://bit.ly/9a5S0n</td><td>1</td><td>1.0</td></tr><tr><td>reading from @time Allergies Worse Than Ever? Blame Global Warming [link]</td><td>1</td><td>1.0</td></tr><tr><td>so, is it human abuse that results in another horror story like #ashtag..(hello, global warming!?...and will we ever stop?) what do u think?</td><td>1</td><td>0.0</td></tr><tr><td>uh-oh RT @MyCooL03Mc: Abu Dhabi faces climate change flood threat - expert: Scientist says capital could have to (cont) http://tl.gd/qqnuf</td><td>1</td><td>1.0</td></tr><tr><td>well this is just crazy: Coal CEO Calls Mine Safety Rules 'As Silly As Global Warming' http://bit.ly/aJTn26</td><td>1</td><td>0.0</td></tr><tr><td>wow we had a blizzard & an earthquake. Take that you global warming non-believers!</td><td>1</td><td>0.0</td></tr><tr><td>��_No Rain in the Amazon: How South America��_s Climate Change Affects Entire Planet��_ -Interview of Nikolas Kozloff (vid) [link]</td><td>1</td><td>1.0</td></tr></tbody></table></div>"]}}],"execution_count":73},{"cell_type":"markdown","source":["#### Confusion Matrix\n\nLet's see if we had more False Positive or False Negatives."],"metadata":{}},{"cell_type":"code","source":["display(resultDF.groupBy(\"existence\", \"prediction\").count())"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>existence</th><th>prediction</th><th>count</th></tr></thead><tbody><tr><td>1</td><td>0.0</td><td>50</td></tr><tr><td>0</td><td>0.0</td><td>98</td></tr><tr><td>1</td><td>1.0</td><td>544</td></tr><tr><td>0</td><td>1.0</td><td>92</td></tr></tbody></table></div>"]}}],"execution_count":75},{"cell_type":"markdown","source":["## Closing Remarks\n\nWe learned how to setup a basic pipeline for sentiment analysis. We then improved our model in several steps: First, by using word2vec semantic embeddings, then by using a semantic embeddings from a Glove model that was trained on 2B tweets.\n\nIn a later lab, we will see how to apply this pipeline to streaming data!"],"metadata":{}},{"cell_type":"code","source":["# You can ignore this code, we use it for testing our notebooks.\nassert accuracy_w2v_twitter > .80"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":77},{"cell_type":"markdown","source":["Copyright (c) Microsoft Corporation. All rights reserved.\n\nLicensed under the MIT License."],"metadata":{}}],"metadata":{"name":"03_sentiment_analysis","notebookId":4057188818416202},"nbformat":4,"nbformat_minor":0}