Datasets:

QuotaClimat
/

frugalaichallenge-text-train

quote stringlengths 19 4.7k	label stringclasses 8 values	source stringclasses 2 values	url stringclasses 780 values	language stringclasses 1 value	subsource stringclasses 10 values	id null	__index_level_0__ int64 0 6.44k
There is clear, compelling evidence that many of the major conclusions of the IPCC, your new religions constantly-changing Holy Book, are based on evidence that has been fabricated. The hockey stick graph that purported to abolish the mediaeval warm period is just one example.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	0
For most of the Holocene (last 10k years), sea level has been rising at a rate of around 2mm per year. Climate change has little to do with it - it's simply a long term inevitability which will end when the current interglacial returns to a glacial period (which we will regret).	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test1	null	1
China, which hosts U.N. climate talks next week for the first time, is promoting what it calls ambitious plans to boost energy efficiency and curb emissions. But its supercharged growth means even with rapid efficiency gains it cancels out other global efforts to combat climate change.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	2
And the fabricated documents (which Dr. Mann apparently still thinks is factual) which lead to the sort of misinformation Dr. Mann uses, are here:	0_not_relevant	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	3
It's going to be 42 here today and the hottest summer on record was iirc 1934 so not sure how global warming works into it.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	4
The global warming crisis emerged from a belief that small rises in CO 2 concentrations result in large knock-on effects, or strong positive feedbacks. These remain conjectural, as the forcings and feedbacks are poorly understood. Just how much of an effect does a rise in CO 2 have a little, or a lot? Hence the importance of new and better studies in the area of climate science dealing with attribution.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	5
Donald Trump has called climate change a fabrication on the part of "the Chinese in order to make U.S. manufacturing non-competitive."	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jindev	null	6
It is significantly colder globally, colder even than the significant drop to -0.046C seen in January 2008.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	7
Another issue was the move of weather stations from suburban to urban locations a couple of decades ago in order to hook to the Internet and a change of their housing design from wooden to metal boxes. This supposedly increased temps and started to cause climate change alarm.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	8
Many of these fear mongers also say we should stop burning fossil fuels that are causing this mayhem.	7_fossil_fuels_needed	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	9
Ramping up wind power to 10, 20, or 30% of U.S. electricity production would likely increase annual bat kills to 10-to-30 million every year.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jindev	null	10
Since Arrhenius made his forecast of warmth in Chicago Illinois temperatures have plummeted and are the coldest on record this year. They peaked in 1921	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	11
This year, the Jan-Mar temperature is -2.17 F cooler than for example 1907 . And if we compare this years Jan-Mar temperature with 1921 it is -4.17 F cooler.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	12
I don't need an alternative, because (IMO) there is no such thing as "global warming". I was alive in the 70's where I was, as a child, scared shitless by the "experts" & media blasting "if we don't change our ways, we are heading for the next ice age!" Bullshit, then and now!	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	13
Is it any surprise that climate-change predictions in the real world - where the complexities are exponentially greater and the exactitude of knowledge much less - have such a poor track record?	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	14
A conclusion and its implication in the summary paper was: because our scientific investigation leads us to the prediction that the Sun is headed into a protracted minimum, the warming forecast by the IPCC might not happen.	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	15
Fun fact: 0 people have ever died from climate change. That number is expected to remain constant	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	16
In the very year they had forecast that the Arctic would be "ice free," its thickness increased by a third.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	17
Early Global Warming coincided with a slight increase in CO2 emissions, while Global Cooling was paralleled by a dramatic increase in CO2 emissions from 4.0 Gt/yr in 1942 to 20.0 Gt/yr in 1975.	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	18
In an interview with the BBC after the scandal broke, Dr Jones admitted there had been "no statistically significant global warming since 1995."	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	19
Dearth Of Sunspot Activity To Herald New Ice Age? A top observatory that has been measuring sun cycles for over 200 years predicts that global temperatures will drop by two degrees over the next two decades as solar activity grinds to a halt and the planet drastically cools down, potentially heralding the onset of a new ice age.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	20
Based on my analysis above, I would say that the Times was definitely onto something global temperatures are rising at a pace so slow as to begin to raise questions as to whether they are being modeled correctly and are starting to suggest we have already left behind the world of possibilities portrayed in the panels report.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	21
Antarctic land ice increasing (Zwally 2018)	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	22
What's in it for you to push climate change fear? You're getting something out of it.	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	23
According to a recent National Economic Research Associates Economic Consulting study, the Paris Agreement could obliterate $ 3 trillion of GDP, 6.5 million industrial sector jobs and $ 7,000 in per capita household income from the American economy by 2040.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jindev	null	24
We are expected to believe that emission of traces of a trace gas into the atmosphere is a major planetary driving force.	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	25
Instead, and remarkably, government overseers adjust the data to add more recent warming than is being reported in the raw temperature readings.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	26
The question is not if climate change is happening - it is and always has been, long before modern civilizations. The question is if human contribution to climate change is in any way significant to alter it.	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	27
If climate change was a real threat, heat waves would be happening everywhere, all of the time. It is not.This is not climate change. This is the sun.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	28
Winterlike Cold to Blast United States in Days; South Prepares for Record-Breaking Lows. So much global warming	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	29
The whole Global Warming myth is fake. 600 million years of evidence along with real science proves it.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	30
Since 2005, U.S. emissions have fallen while those of the developing countries have soared. Developing country emissions now exceed those of the entire industrialized world. China is by far the world's biggest emitter. This new reality implies that nothing Washington can do domestically will stop climate change.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	31
Ignore that huge ball of plasma out there, and years of proof.	0_not_relevant	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	32
And a recent paper published in Nature concluded that the planet is less sensitive to increases in CO2 than the computer models say.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	33
He emphatically stated that atmospheric CO2 is not a pollutant. In fact, increased levels of CO2 reduce the negative effects of a number of plant stresses including: high salinity, low light, high and low temperatures, insufficient water, air pollution, and protects against herbivores i.e. being eaten by animals and insects.	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	34
You cannot trust the UN's World Meteorological Organization which like the IPCC is just part of a vast matrix of groups that have been so severely corrupted by the global warming/climate change hoax that one must exercise caution when hearing its forecasts.	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	35
This is yet another climate hoax promotion so only the rich climate change drum beaters can fly around in private jets. The rest of us will walk or bike because our govt is trying to kill fossil fuels to make us govt dependent!	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	36
After all, if you are claiming the sun caused the warming, and you take it away, and the oceans flip to their negative phase, and a couple of volcanoes blow to boot, then there is real trouble. Hence the triple crown of cooling, which I showed on national TV 4 years ago when explaining why the cooling would commence, and by 2030 temperatures would return to levels seen in the late 1970s.	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	37
Of course the woke lib radical METEOROLOGIST in THE RADICAL WOKE MPLS has to put in his 2 cents..Shouldn't he be reporting on the " climate crisis" the existential threat..we are all going to die. #PATHETIC	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test1	null	38
Global warming is cyclical. Ain't our fault. We just have to find a way to live with it....but if it gets worse we will all be dead in decades to come. It's a planet. Evolving. Not guaranteed to be our home forever. Lucky it's not an ice age with heating costs up...!	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	39
For people experiencing an increase in vegetation in previously barren regions, this greening of the Earth is welcome and wonderful news.	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jindev	null	40
Can the federal role in climate research be scaled back to improve incentives and quality?	0_not_relevant	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	41
Concurrently a compilation of all days since 1915 when temperatures exceeded 90F shows them decreasing with time rather than increasing in Figure 2.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	Alhindi_train	null	42
It was global warming, now its Climate Change.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	43
The authors simply taken a set of gases (including carbon dioxide) and ascribed an effect: climate forcing. They do not demonstrate a mechanism, or even shown a correlation, between levels of anthropogenic carbon dioxide and global warming.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	44
you should stop drinking the Koolaid and use your head.	0_not_relevant	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	45
Climate change crap has gotten out of control	0_not_relevant	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	46
The fact that we found it difficult to discern warming trends at many stations that are not located in rapidly developing urban areas may indicate that the actual increase in global temperature caused by anthropogenic perturbation is less pronounced than estimated in the last IPCC Intergovernmental Panel for Climate Change.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	47
As a child I played in it, as an adult I worked all my life in it...the weather. There were freezing cold times & there were heat index over 100 times. This climate change bullshit being pushed is bullshit.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	48
While in fact what they do is the opposite, directly cause the climate change by releasing these chemicals in the air. What do they gain by this? Who knows, why did they start the climate change scheme anyway? Thats the question…	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test1	null	49
In fact, combining the slightly higher temperature with higher CO2 levels should significantly increase world crop growth if these are the only factors, and this is clearly a generally positive effect.	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	50
Your SUV has overheated the planet, and caused one of the coldest years on record in the US.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	51
Politicians beholden to the hypocritical environmental movement are making it worse.	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	52
Yet another significant paper finds low climate sensitivity to CO2, suggesting there is no global warming crisis at hand	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	53
Marxist Democrats are doing this on purpose as an offering to their alter of Climate Change. They are deliberately trying to destroy the energy industry so we will be forced into less effective forms of energy like wind and solar.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	54
No matter what humans do , temperature trends go up , and then down ; glaciers expand and then recede ; sea levels rise and then fall	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintest	null	55
Yet the trend for landfalling typhoons around the Philippines has actually declined since 1950, according to a study published in 2012 by the American Meteorological Society's Journal of Climate.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	56
I don't give a toss about so-called 'Climate Change'. The day I start caring about it is the day that corrupt, hypocritical, scumbag politicians give up their limos, private jets & taxpayer-funded perks. It's also the day they stop preaching & lying to us - in other words NEVER!	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	57
Yes but it seems to be increasing with climate change, just like hurricanes. We're more likely to get a Noreaster with 2 feet of snow.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	58
A minority of scientists question whether this means global warming has peaked and the earth has proved more resilient to greenhouse gases than predicted.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	59
But it is almost certain that next year, large falls will also be measured over the oceans, and by weather station thermometers on the surface of the planet - exactly as happened after the end of the last very strong El Nino in 1998.	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	60
Discussion does not mention the lag between historical rises in temperature and increases in CO2 and gives the impression that CO2 changes were the cause of the rises in temperature as determined from ice core data. This omission like many others, strongly slants the discussion towards CO2 induced warming.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	61
Biden admits gas and food prices aren't coming down anytime soon...it's all going according to plan.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	62
k crazy idea.. what if higher amounts of carbon in the atmosphere feeds all plants and foliage enough that we are forced to bring back the dinosaurs to eat back the excess plant growth? Global warming leads to dinosaurs. I love dinosaurs.	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	63
GLOBAL WARMING:What they DON'T tell you.LESS than a 1/2 a degree is the Actual increase in the last 20 years.LESS than one degree is the Actual increase in the last 70 years.Documented facts from the 2020 NOAA Annual Climate Report.NASA: Ocean warming .6 of a degree in 53 yr	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	64
“Earlier this month, NASA scientists provided a visualization of a startling climate change trend — the Earth is getting greener, as viewed from space, especially in its rapidly warming northern regions. And this is presumably occurring as more carbon dioxide in the air, along with warmer temperatures and longer growing seasons, makes plants very, very happy.”	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	Alhindi_train	null	65
By the way, it's not really "carbon"; it's carbon dioxide. Want to fix it? Plant more trees.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	66
The vast majority of this warming is near the Earths surface, and is due to H2O molecules, rather than CO2. Forecasts of large amounts of CO2 warming, are not based on any legitimate science.	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	67
"What the alarmists call global heating now stretches to 92 months. The graph compiled by the NASA scientist Dr. Roy Spencer has been banned by Google AdSense and clearly shows that global warming started to run out of steam about 20 years ago.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	68
Take your climate change and shove it up your ass! It has been happening for 100s of thousands of years with out commie crats trying to do what they are compelled to do - “ CONTROL”! Only God Controls! He will stop satan!	0_not_relevant	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test1	null	69
How could that be? Cherry says theres been an implicit assumption that because electric cars dont burn fossil fuels, theyre cleaner for the environment and safer for people, but that doesnt take into account how the electricity they use is generated. In China, that would be from you guessed it fossil fuels. About 85% of the countrys electricity is powered by fossil fuels, of which 95% is coal.	7_fossil_fuels_needed	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	70
Carbon dioxide is the gas that all humans and animals exhale and all plants require to grow. Without carbon dioxide, all life on Earth would cease.	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	71
The scientists investigated the phase relation (leads/lags) between atmospheric carbon dioxide and global temperaturesusing standard data series for the period January 1980 to December 2011.They found that changes in global atmospheric CO2 follow 1112 months behind changes in global sea surface temperature and 9.510 months behind changes in global air surface temperature. The findings conflict with the consensus view concerning the greenhouse gas theory that says the opposite should happen with temperatures supposedly being driven by any rise in atmospheric carbon dioxide (CO2 levels are up 40 percent in recent decades).	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	72
A weak global cooling began from the mid-1940s and lasted until mid-1970s. I predict this is what we will see in the next few decades.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	73
No one on the climate change team recognizes this. I've been saying this for years	0_not_relevant	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	74
the sea level rise is so slow that we can easily cope it and that we can't look into the future?	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	75
Many of the protesters who endured the cold to chant "Stop Global Warming!" said they didn't think the snowfall conflicted with their message. Davey Rogner, a 22 year old student at the University of Maryland College Park, beat on an African Djembe drum to rev up the crowd. He said the snow was a "gift" to remind eveyone about how rarely Maryland has been blanketed with beautiful white in recent years as temperatures have increased.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	76
I chose to assess the sea-level trend from 1915-45, when a genuine, independently confirmed warming of approximately 0.5 degree Celsius occurred.	0_not_relevant	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jindev	null	77
They used to call it global warming but seeing as how the earth's temperature hasn't increased for 15 years, they've quietly dropped that in favour of climate change.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test1	null	78
The fact that those who continue to promote this propaganda effort, fully aware of the half-truths and out-right lies, makes clear that science (i.e. truth) is not, to them, sacrosanct. When scientists recognize that they cannot use the science to prove their science then, well, its probably not science.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	79
NOAA generated their fake map through an amazing hockey stick of adjustments of 3.5 degrees in Michigan. By massively cooling the past and warming present, they tried to fool Great Lakes ice into believing that the freezing point of water has changed.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	80
“Peter Wadhams, professor of ocean physics at the University of Cambridge, predicted ‘global disaster’ from the demise of Arctic sea ice—in four years. He too, is eating crow.”	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	Alhindi_train	null	81
“Professor Judith Curry, of the Georgia Institute of Technology, and president of the Climate Forecast Applications Network, said yesterday: ‘I disagree with Gavin. The record warm years of 2015 and 2016 were primarily caused by the super El Nino.’”	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	Alhindi_train	null	82
It's a hoax to get your money.	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test3	null	83
If cloud feedback is sufficiently negative, then manmade global warming becomes a non-issue.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	84
The Little Ice Age ended as recently as 1850 . Therefore , it is no surprise that we now are experiencing a period of warming.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jindev	null	85
Not only do polls suggest the public is unmoved at home and in abroad, serial exaggeration at this point is arguably backfiring, confirming the perils of climate exaggeration.	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	86
I also believe that the Climategate emails revealed, to an extent that surprised even me (and I am difficult to surprise), an ethos of suffocating groupthink and intellectual corruption?	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	87
But in a carbon market, most market participants actually benefit from fraud . The sellers of carbon credits benefit when they sell fraudulent credits, because they are making money for nothing. The buyers of carbon credits benefit from a market flooded with fraudulent carbon credits, because the oversupply caused by fraudulent credits helps to keep prices down. Corrupt officials benefit financially, when they receive bribes to ignore the fraud.	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	88
This proves greenhouse gases act as cooling agents rather than warming.	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	89
The amount of fabricated data is increasing exponentially, and at current rates of fabrication 100% of the data will be fake by the year 2035 i.e. there will be no actual thermometer data used after that date. NCDC says that their software which does this, is working as expected.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	90
One small problem. The CO2 theory says warming is caused by the CO2, where most of it got into the atmosphere since about 1945. This graph shows the warming happening when there is little added CO2, and growth of temperature halting as CO2 is released. Being essentially flat from 1932 to the left margin. We do see that the last half dozen years again have about 1/2 the low going range pruned out of the data; or it could just be like the 1940s flat period again.	2_not_human	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	91
Carbon dioxide present in the oceans is essential to plant life and current very low levels of carbon dioxide in the atmosphere and the ocean are limiting plant growth. All animal life depends on these plants.	3_not_bad	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	92
The hotspot is integral to their theory, because it would be evidence of the extra evaporation and thickening of the water vapor blanket that produces two thirds of the warming in the climate models the carbon dioxide itself produces only one third of the projected warming, but is amplified in the models by water vapor. But in reality there is no hotspot, so there is no amplification, which is why the climate models have exaggerated temperature increases.	5_science_unreliable	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	93
This, all while doing nothing to meaningfully decrease global temperatures.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jindev	null	94
The amount of energy necessary for humans to do everything we do is simply too large. As that demand for energy grows, the amount of renewable energy also has to grow, just to maintain only a 15-20 % fraction of the total.	0_not_relevant	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	jintrain	null	95
They are using #climatechange as an #excuse to implement a #totalitarian #Control #society.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test2	null	96
This is what the entire climate change movement does. The second someone publishes credible research that discredits what they say. They attack their credibility. Look up Mackentire and Mckitrick. And the Global Warming Bombshell from 2004. That will blow your mind.	6_proponents_biased	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	hamburg_test1	null	97
It is worth pondering the italicized sentence. It means that even if the United States and its fellow industrialized nations ceased to exist, emissions from developing nations, not included in the Kyoto Protocol and unlikely to be included in the successor treaty, would carry the CO2 level well beyond 450 ppm by midcentury.	4_solutions_harmful_unnecessary	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	98
This comes almost exactly 40 years after the government wrote a state of the climate report saying that global cooling was going to cause floods, famines, extreme weather, and would kill us all.	1_not_happening	FLICC	https://huggingface.co/datasets/fzanartu/FLICCdataset	en	CARDS	null	99

End of preview. Expand in Dataset Viewer.

Dataset Card for Climate Disinformation quotes database from QuotaClimat & Data For Good

The dataset has been built for the Frugal AI Challenge 2025 co-located at the AI Action Summit in Paris and co-organized by Hugging Face & Data For Good. See more information at https://frugalaichallenge.org/

The goal of the Frugal AI Challenge is to encourage both academic and industry actors to keep efficiency in mind when deploying AI models. By tracking both energy consumption and performance for different AI for climate tasks, we can incentivize frugality in AI deployment while also addressing real-world challenges.

Dataset Summary

A comprehensive collection of approximately ~6000 climate-related quotes and statements, specifically focused on identifying and categorizing climate disinformation narratives. The dataset combines quotes and statements from various media sources, including television, radio, and online platforms, to help train models that can identify different types of climate disinformation claims. The labels are drawn from a simplified version of the CARDS taxonomy with only the 7 main labels.

@article{coan2021computer,
  title={Computer-assisted classification of contrarian claims about climate change},
  author={Coan, Travis G and Boussalis, Constantine and Cook, John and others},
  journal={Scientific Reports},
  volume={11},
  number={22320},
  year={2021},
  publisher={Nature Publishing Group},
  doi={10.1038/s41598-021-01714-4}
}

Coan, T.G., Boussalis, C., Cook, J. et al. Computer-assisted classification of contrarian claims about climate change. Sci Rep 11, 22320 (2021). https://doi.org/10.1038/s41598-021-01714-4

Dataset structure & labels

The dataset contains text data with associated labels representing different types of climate disinformation claims.

text: The actual quote or claim about climate change
label: Following categories:
- 0_not_relevant: No relevant claim detected or claims that don't fit other categories
- 1_not_happening: Claims denying the occurrence of global warming and its effects - Global warming is not happening. Climate change is NOT leading to melting ice (such as glaciers, sea ice, and permafrost), increased extreme weather, or rising sea levels. Cold weather also shows that climate change is not happening
- 2_not_human: Claims denying human responsibility in climate change - Greenhouse gases from humans are not the causing climate change.
- 3_not_bad: Claims minimizing or denying negative impacts of climate change - The impacts of climate change will not be bad and might even be beneficial.
- 4_solutions_harmful_unnecessary: Claims against climate solutions - Climate solutions are harmful or unnecessary
- 5_science_is_unreliable: Claims questioning climate science validity - Climate science is uncertain, unsound, unreliable, or biased.
- 6_proponents_biased: Claims attacking climate scientists and activists - Climate scientists and proponents of climate action are alarmist, biased, wrong, hypocritical, corrupt, and/or politically motivated.
- 7_fossil_fuels_needed: Claims promoting fossil fuel necessity - We need fossil fuels for economic growth, prosperity, and to maintain our standard of living.

{
    'text': 'Example claim about climate change...',
    'label': "1_not_happening",
}

Data Splits

The dataset is split into training and testing sets with a hidden test set for the challenge.

Dataset Creation

Curation & annoation

This dataset was compiled to help identify and understand common climate disinformation narratives in media and public discourse. It serves as a tool for training models that can automatically detect and categorize climate disinformation claims.

The dataset combines data from two main sources curated by the QuotaClimat & Data For Good team.

DeSmog climate disinformation database with extracted and annotated quotes with GPT4o-mini and manual validations
FLICC dataset from the paper "Detecting Fallacies in Climate Misinformation: A Technocognitive Approach to Identifying Misleading Argumentation " by Francisco Zanartu, John Cook, Markus Wagner, Julian Garcia - re-annotated with GPT4o-mini and manual validations

Personal and Sensitive Information

The dataset contains publicly available statements and quotes. Care has been taken to focus on the claims themselves rather than personal information about individuals.

Getting Started

Example usage:

from datasets import load_dataset

dataset = load_dataset("quotaclimat/frugalaichallenge-text-train")
print(next(iter(dataset['train'])))

Additional Information

Licensing Information

The dataset is provided under the CC BY-NC 4.0 license.

Downloads last month: 94

Size of downloaded dataset files:

1.21 MB

Size of the auto-converted Parquet files:

1.21 MB

Number of rows:

6,091