Abortion Rights
Abortion Rights Interpretation
Climate Change
Climate Change Interpretation
Gun Violence
Gun Violence Interpretation
Immigration Policies
Immigration Policies Interpretation
Vaccine Controversies
Vaccine Controversies Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Karl Becker. (2026, February 13). Controversial Statistics. Gitnux. https://gitnux.org/controversial-statistics
Karl Becker. "Controversial Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/controversial-statistics.
Karl Becker. 2026. "Controversial Statistics." Gitnux. https://gitnux.org/controversial-statistics.
Sources & References
- Reference 1WMOwmo.int
wmo.int
- Reference 2NSIDCnsidc.org
nsidc.org
- Reference 3GLOBALCARBONPROJECTglobalcarbonproject.org
globalcarbonproject.org
- Reference 4CLIMATEclimate.nasa.gov
climate.nasa.gov
- Reference 5MUNICHREmunichre.com
munichre.com
- Reference 6TERRABRASILISterrabrasilis.dpi.inpe.br
terrabrasilis.dpi.inpe.br
- Reference 7NCEIncei.noaa.gov
ncei.noaa.gov
- Reference 8IPCCipcc.ch
ipcc.ch
- Reference 9CORALREEFWATCHcoralreefwatch.noaa.gov
coralreefwatch.noaa.gov
- Reference 10GMLgml.noaa.gov
gml.noaa.gov
- Reference 11NIFCnifc.gov
nifc.gov
- Reference 12CARBONBRIEFcarbonbrief.org
carbonbrief.org
- Reference 13NATUREnature.com
nature.com
- Reference 14IRENAirena.org
irena.org
- Reference 15WORLDBANKworldbank.org
worldbank.org
- Reference 16WORLDWEATHERATTRIBUTIONworldweatherattribution.org
worldweatherattribution.org
- Reference 17CDCcdc.gov
cdc.gov
- Reference 18THELANCETthelancet.com
thelancet.com
- Reference 19GRACEFOgracefo.jpl.nasa.gov
gracefo.jpl.nasa.gov
- Reference 20FAOfao.org
fao.org
- Reference 21INTERNAL-DISPLACEMENTinternal-displacement.org
internal-displacement.org
- Reference 22PMELpmel.noaa.gov
pmel.noaa.gov
- Reference 23IPBESipbes.net
ipbes.net
- Reference 24IEAiea.org
iea.org
- Reference 25NEJMnejm.org
nejm.org
- Reference 26VAERSvaers.hhs.gov
vaers.hhs.gov
- Reference 27BMJPUBLICHEALTHbmjpublichealth.bmj.com
bmjpublichealth.bmj.com
- Reference 28PHMPTphmpt.org
phmpt.org
- Reference 29DIGITALdigital.ahrq.gov
digital.ahrq.gov
- Reference 30JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 31SCIENCEDIRECTsciencedirect.com
sciencedirect.com
- Reference 32GOVgov.uk
gov.uk
- Reference 33FDAfda.gov
fda.gov
- Reference 34COVIDcovid.cdc.gov
covid.cdc.gov
- Reference 35DEFENSEdefense.gov
defense.gov
- Reference 36WONDERwonder.cdc.gov
wonder.cdc.gov
- Reference 37WHOwho.int
who.int
- Reference 38GUNVIOLENCEARCHIVEgunviolencearchive.org
gunviolencearchive.org
- Reference 39SMALLARMSSURVEYsmallarmssurvey.org
smallarmssurvey.org
- Reference 40EVERYTOWNRESEARCHeverytownresearch.org
everytownresearch.org
- Reference 41ATFatf.gov
atf.gov
- Reference 42INJURYPREVENTIONinjuryprevention.bmj.com
injuryprevention.bmj.com
- Reference 43PUBMEDpubmed.ncbi.nlm.nih.gov
pubmed.ncbi.nlm.nih.gov
- Reference 44USCONCEALEDCARRYusconcealedcarry.com
usconcealedcarry.com
- Reference 45PUBLICATIONSpublications.aap.org
publications.aap.org
- Reference 46FBIfbi.gov
fbi.gov
- Reference 47SUPREMECOURTsupremecourt.gov
supremecourt.gov
- Reference 48HEALTHDATAhealthdata.org
healthdata.org
- Reference 49THEVIOLENCEPROJECTtheviolenceproject.org
theviolenceproject.org
- Reference 50ACPJOURNALSacpjournals.org
acpjournals.org
- Reference 51MAPPINGPOLICEVIOLENCEmappingpoliceviolence.org
mappingpoliceviolence.org
- Reference 52RANDrand.org
rand.org
- Reference 53EVERYTOWNSUPPORTFUNDeverytownsupportfund.org
everytownsupportfund.org
- Reference 54NBERnber.org
nber.org
- Reference 55K12SSDBk12ssdb.org
k12ssdb.org
- Reference 56GUTTMACHERguttmacher.org
guttmacher.org
- Reference 57COMMONWEALTHFUNDcommonwealthfund.org
commonwealthfund.org
- Reference 58ACOGacog.org
acog.org
- Reference 59ANSIRHansirh.org
ansirh.org
- Reference 60NEWSnews.gallup.com
news.gallup.com
- Reference 61APPSapps.who.int
apps.who.int
- Reference 62APAapa.org
apa.org
- Reference 63SOCIETYFPsocietyfp.org
societyfp.org
- Reference 64DHSdhs.gov
dhs.gov
- Reference 65CBPcbp.gov
cbp.gov
- Reference 66JUSTICEjustice.gov
justice.gov
- Reference 67ITEPitep.org
itep.org
- Reference 68MIGRATIONPOLICYmigrationpolicy.org
migrationpolicy.org
- Reference 69ICEice.gov
ice.gov
- Reference 70NILCnilc.org
nilc.org
- Reference 71USCISuscis.gov
uscis.gov
- Reference 72ACFacf.hhs.gov
acf.hhs.gov
- Reference 73TRAVELtravel.state.gov
travel.state.gov
- Reference 74BANXICObanxico.org.mx
banxico.org.mx
- Reference 75AMERICANPROGRESSamericanprogress.org
americanprogress.org
- Reference 76WRAPSNETwrapsnet.org
wrapsnet.org
- Reference 77HOMELANDhomeland.house.gov
homeland.house.gov







