AiresPucrs/toxicity-classifier
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explanation edits made username hardcore metallica fan reverted vandalisms closure gas voted new york dolls fac please remove template talk page since retired | 1 |
aww matches background colour seemingly stuck thanks talk january utc | 1 |
hey man really trying edit war guy constantly removing relevant information talking edits instead talk page seems care formatting actual info | 1 |
make real suggestions improvement wondered section statistics later subsection types accidents think references may need tidying exact format date format etc later one else first preferences formatting style references want please let know appears backlog articles review guess may delay reviewer turns listed relevant form wikipedia good_article_nominations transport | 1 |
sir hero chance remember page | 1 |
congratulations well use tools well talk | 1 |
vandalism matt shirvington article reverted please banned | 1 |
sorry word nonsense offensive anyway intending write anything article wow would jump vandalism merely requesting encyclopedic one use school reference selective breeding page almost stub points animal breeding short messy article gives info must someone around expertise eugenics | 1 |
alignment subject contrary dulithgow | 1 |
fair use rationale image wonju jpg thanks uploading image wonju jpg notice image page specifies image used fair use explanation rationale use wikipedia articles constitutes fair use addition boilerplate fair use template must also write image description page specific explanation rationale using image article consistent fair use please image description page edit include fair use rationale uploaded fair use media consider checking specified fair use rationale pages find list image pages edited clicking contributions link located top wikipedia page logged selecting image dropdown box note fair use images uploaded may lacking explanation deleted one week uploaded described criteria speedy deletion questions please ask media copyright questions page thank talk contribs unspecified source image wonju jpg thanks uploading image wonju jpg noticed file description page currently specify created content copyright status unclear create file need specify owner copyright obtained website link website taken together restatement website terms use content usually sufficient information however copyright holder different website publisher copyright also acknowledged well adding source please add proper copyright licensing tag file one already created took picture audio video tag used release gfdl believe media meets criteria wikipedia fair use use tag one tags listed wikipedia image copyright tags fair use see wikipedia image copyright tags full list copyright tags use uploaded files consider checking specified source tagged find list files uploaded following link unsourced untagged images may deleted one week tagged described criteria speedy deletion image copyrighted non free license per wikipedia fair use image deleted hours questions please ask media copyright questions page thank talk contribs | 1 |
bbq man lets discuss maybe phone | 1 |
start throwing accusations warnings lets review edit making hominem attacks going strengthen argument merely make look like abusing power admin edit relevant probably single talked event int news late absence notable since living president attend certainly notable dedicating aircracft carrier intend revert edit hopes attracting attention admin willing look issue throw accusations around quite liberally perhaps achieve level civility rational discussion topic resolve matter peacefully | 1 |
girl started arguments stuck nose belong believe argument yvesnimmo like said situation settled apologized thanks | 1 |
juelz santanas age juelz santana years old came february makes juelz turn making songs diplomats third neff signed cam label roc fella years old coming singles santana town yes born really could older lloyd banks could birthday passed homie neff years old juelz death god forbid thinking equals caculator stop changing year birth god | 1 |
redirect talk voydan pop georgiev chernodrinski | 1 |
mitsurugi point made sense argue include hindi ryo sakazaki page include information | 1 |
mean bother see writing something regarding removing anything posted well acctually discuss even better like ask take closer look premature wrestling deaths catagory men listed surely men belong together catagory anything think catagory besides delting | 1 |
regarding recent edits please read filmplot editing film articles edits simply good entirely many unnecessary details bad writing please stop damage | 1 |
good know yeah studying deepu | 1 |
snowflakes always symmetrical geometry stated snowflake always six symmetric arms assertion simply true according kenneth libbrecht rather unattractive irregular crystals far common variety someone really need take look site get facts still see decent number falsities page forgive new dont want edit anything | 1 |
signpost september read signpost full single page unsubscribe | 1 |
considering paragraph edit understand reasons recent edit article sure data necessarily wrong rather persuaded strategy introducing academic honors first paragraph unhelpful approach specific subject note articles sitting justices similarly enhanced also believe changes improvement support view edit reverted would invite anyone visit articles written following pairs jurists benjamin cardozo learned hand john marshall harlan john marshall harlan question becomes would current version wikipedia article one either pair improved academic credentials introductory paragraph think perhaps helps repeat wry argument kathleen sullivan stanford law makes suggests harvard law faculty wonder antonin scalia avoided learning others managed grasp processes judging would hope anecdote gently illustrates point less humorous even stronger argument one clarence thomas makes mentions wanting return law degree yale minimum questioning edit deserves reconsidered | 1 |
radial symmetry several extinct lineages included echinodermata bilateral homostelea even asymmetrical cothurnocystis stylophora | 1 |
need apologize wikipedia article made reconciling knowledge subject different sources done history studies archaeology studies guess could scan page mail could ask someone translate page | 1 |
yes mother child case michael jackson studied motives reasonings judged upon character harshly wacko jacko tell ignore incriminate going continue refuting bullshit jayjg keeps throwing jun utc | 1 |
take bit work quite picture example base duck | 1 |
barnstar real life barnstar lets stars | 1 |
could post block expires funny thing think uncivil | 1 |
sure heading fight freedom contain | 1 |
praise looked article months ago much improved | 1 |
able post list quickly already text file hard drive meaning get around updating sound list time far generating interest spent four years trying drum interest freely licensed full length classical music unfortunately attempts failed still effectively one classical music wikiproject interested wikipedia_talk wikiproject_classical_music archive_ need_help wikipedia_talk wikiproject_music archive_ i_could_use_some_helpwikipedia_talk wikiproject_music archive_ raulbot c_and_the_music_list really given trying interest others sound list featured digg back got diggs imo impressive | 1 |
well process things subpages rfa listed noseptember page find look september think differences el_c sure surprised see block left note | 1 |
making straw man argument never claimed donohue position rather practitioners researchers field ignored dsm position exactly quote says also something donohue agrees combating notion absurd part claim pedophilia sexual orientation since many researchers hold position would unfair call absurd disorder part divided field argue disorder end day value judgment cantor pointed earlier thread scientific judgement choose make value judgment article stated clearly pretend scientific basis | 1 |
mainland asia includes lower basin china yangtze river well korea specific fine found citation comprehensive dna study hammer rather generarizations speculation far citation yayoi culture brought japan migrants korea turn trace roots southeast asia south china dna study hammer describes yayoi migration korea based sry genes genes close lineage haplogroups reiterates entire haplogroup proposed southeast asian origin definition southeast asia includes southern china hypothesizes dispersals neolithic farmers southeast asia also brought haplogroup lineages korea eventually japan concluding paragraph states propose yayoi chromosomes descend prehistoric farmers origins southeastern asia perhaps going back origin agriculture region hammer dna study based global sample consisted males asian populations including six populations sampled across japanese archipelago | 1 |
pretty much everyone warren county surrounding regions born glens falls hospital included however sure qualifies anyone glens falls native rachel ray believe actually town lake luzerne preceding unsigned comment added august utc | 1 |
explicit block fenian edit warring giant causeway made several edits described terrorism | 1 |
notability rurika kasuga tag placed rurika kasuga requesting speedily deleted wikipedia done article seems person group people band club company web content indicate subject notable article subject included wikipedia criteria speedy deletion articles assert notability may deleted time please see guidelines generally accepted notable indicate subject article notable may contest tagging add top page existing tag leave note article talk page explaining position please remove speedy deletion tag hesitate add information article would confirm subject notability guidelines guidelines specific types articles may want check criteria biographies web sites bands companies feel free leave note talk page questions | 1 |
sure lead must briefly summarize armenia history simply added found necessary anyone thinks sentence redundant lead welcome remove make edits talk | 1 |
tfd think eced think responded without seeing others responses added something response know saw mine chicago four | 1 |
believe lisak criticism present conforms npv rule lisak neutral point view begin offer polygraph even concerned review polygraph results shocks complainant thinking lies uncovered recantation still perfectly valid know telling truth argue machine investigator also part kanin research followup recanted story possible verify false recantations followups recanted version events matched accused said happened arguing lisak respected phd baseless kanin respected phd agree edit neutral possible though apologize still something must done | 1 |
point ammended appropriate encyclopedic notability significance | 1 |
words lazy actually point anything change approach tag goes | 1 |
claims stalking absolute rubbish serves aggravate situation assumed good faith good intentions part never suggested seen reason suggest might ulterior motive mass adding links one specific company web page matter ever made suggestion administrative matter even mentioned role clearly party disagreement would rate would conflict interest would ask thus extend good faith toward rather making spurious unfounded accusations chatspy | 1 |
jmabel regards predominant scholary consensus allegedly claims despite third way rhetoric fascism power functioned rather consistently right wing force far aware owning numerous books subject scholary consensus consensus developed respected scholars fascism write manner bias interest group roger griffin hamish mcdonald roger eatwell zeev sternhell recongise fascism third way references show dissenters aware seem think fascism absoutely leftist connections merely radical right system street level socialists want put much distance movements possible course come educated people position write books example even foremost scholary expert fascism former member communist party socialist party italy renzo felice try cover socialistic origins third way status man wrote definitive seven volume piece mussolini | 1 |
said wanted talk bottom lead section written promoter speculated skyhook concept could cost competitive realistically thought achievable using space elevator skyhook competitive rotating tether concepts addition rotating skyhook fact deemed engineeringly feasible using presently available materials regarding addition rotating skyhook fact deemed engineeringly feasible using presently available materials statement appears come ref page full quote mass tether alone started exceed times mass payload indication particular scenario considered engineeringly feasible using presently available materials although application might become feasible near future better materials become available higher tensile strengths higher operational temperatures goes say shall see presently available commercial materials suffice make hastol tethers needed primary message want leave reader need magic materials like buckminster fuller carbon nanotubes make space tether facility hastol system existing materials would appear misread reference tether mass times mass payload mass upper limit problem systems tether mass less times payload mass built presently available commercial materials reinforce conclusion report states fundamental conclusion phase hastol study effort concept technically feasible evaluated number alternate system configurations allow hypersonic air breathing vehicle technologies combined orbiting spinning space tether technologies provide method moving payloads surface earth earth orbit one hastol architecture concept developed design solution using existing near term technologies expect number hastol architecture concepts prove similarly technically feasible subjected detailed design studies systems completely reusable potential drastically reducing cost earth orbit space access regarding skyhook competitive rotating tether concepts boeing report possibillity combining skyhooks hypersonic planes concluded general non spinning tether hyperskyhook concept look competitive spinning tether concepts full quote hyperskyhook zubrin proposed hypersonic skyhook solution mismatch attainable atmospheric speeds hypersonic airplane orbital speeds space tethers since orbital speed space tether decreases increasing altitu | 1 |
threatening disputing neutrality know country quite common bully way discussion push outcomes want russia | 1 |
thanks undeletion hoped researching status texas government including local government copyright status slow going apparently works florida government usually public domain similar article texas guess research old fashioned non lazy actually reliable way ask copyright help desk like suggested meantime using fair use rationale since valid image used article thanks | 1 |
awesome simply disregard notice thanks | 1 |
review sorry say fail article gan several major problems brought article previous assessment issued said article lead longer history media attention academics student government demographics trivia additional information section deficient citiations also triva additional information integrated rest article please look wiaga fix problem renominate class however assessed article class meet class criteria regards | 1 |
locking page would also violate newbies whether like conservatives wikipedians | 1 |
bisexual like homosexual heterosexual defined sexual activity much like year old boy attracted girl sexually never sex still straight person actually sexually attracted aroused sex well opposite sex bisexual | 1 |
redirect talk frank herbert mason | 1 |
christian arabs could please stop enforcing category christian arabs non arabic christians living middle east wrong middle eastern christians though arabs gone arabization needs stop arabs ethnicity forced called christian arabs christian european born middle east called christian arab reason alone please understand syriac christians assyrian ancestry speak aramaic though lot forgetting someone speaks aramaic respect fact appease muslims want call everyone arabs middle east closely related arabs saudiarabia ethnicity please stop forcing upon alien arab ethnicity oppression talk jun utc | 1 |
dude abc officially says name episode know already episode name abc says everybody says | 1 |
neiln bang harassed edit disruptively get reverted talk | 1 |
went around time certainly case time later stopped taking children young age | 1 |
must chemical imbalance brains gibberish guys writing really makes feel sorry ever law school would legal profession bad | 1 |
parzival trying scare thatso say comments thatso insulting thatso trying suggest original research wikipedia right | 1 |
oppose article stands properly reference reference guidelines issue resolved issues moved mainspace | 1 |
would appreciate apology see unlikely please waste time longer attempts trying justify either plasma physics transgressions toward bother longer issue shall leave alone seek others deserve considerate attention | 1 |
original research pointed episodes | 1 |
ambiguous mabuska irish mean one thing qoute thanks preceding unsigned comment added course word irish invented establishment irish free state talk quote want depends context term used whether applicable note said citizenship ethnicity never mentioned nationality real key meaning nationality meaning term predominantly used form wikipedia nationality terms refers republic ireland already know sure talk nationality terms refers republic ireland country nationality terms refers ireland preceding unsigned comment added wow ireland ireland state whose official description republic ireland whats point inane conversation talk ireland whose official name ireland preceding unsigned comment added reading also see speak preceding unsigned comment added | 1 |
magazine masthead says time corporate name time inc easily look hand abn amro always corporate name look well | 1 |
take belated piffling prevarications elsewhere late | 1 |
looking looks like around dick talk pages though nothing bad though looks like inability express properly thank concern also cheers | 1 |
direction really necessary name states recognize give number states american encyclopedia universal one see every single states recognize named | 1 |
december utc must play metal gear solid often arsenal gear went haywire solid snake uploaded emma virus | 1 |
minimization textile effluent proposed deletion template added article minimization textile effluent suggesting deleted according proposed deletion process contributions appreciated article may satisfy wikipedia criteria inclusion deletion notice explain see also wikipedia wikipedia deletion policy may prevent proposed deletion removing notice please explain disagree proposed deletion edit summary talk page also please consider improving article address issues raised even though removing deletion notice prevent deletion proposed deletion process article may still deleted matches speedy deletion criteria sent articles deletion may deleted consensus delete reached agree deletion article person made substantial edits page please add top minimization textile effluent | 1 |
scientific attribute event cause cause deliberate designed sort intelligent intent answer questions beyond well problem answering beyond example completely rigged several major fundamental problems first completely fail mention fact intelligence behind quite literally earth natural science might look honeycomb see built bees find odd looking fossilized honeycomb theorize made odd looking bees fundamentally different saying made something earth core notion something outside system observe cause science sense word mythology paul bunyan wrestling match babe blue kicked much dirt created great lakes evidence paul remain mean really second natural science takes approach knowledge nothing known scientific law unless irrefutable theories must heavy supporting empirical data back turns head end run around knowledge plays games probabilities one say flagella bacteria could formed naturally hell proponents come sort mathematically accurate probability flagella naturally forming bacteria understand statistics jumps right hurdle takes anything complete detailed natural explanation jams statistics say well improbable happen someone must designed perversion science assign probabilities something understand making numbers finally example deliberate design well good rigged example except respect life earth unknown example might qualify forensic science dead body bullet heart see bunch dead bodies bullets heart next time see body bullet heart probably figure killed life earth one scenario cases observe test sense scientific never actually observed btw teh intelligent designer never observed sense science | 1 |
screwjob hey noticed comments montreal screwjob discussion page decided since nobody except someone account objected said would atleast change page little make fair wanted tell thought would like know changed words top first paragraph added something second one bothered thats fine thought since fighting nothing even said might aswell tell | 1 |
april thank experimenting page andy griffith wikipedia test worked reverted removed please use sandbox tests want take look welcome page would like learn contributing encyclopedia | 1 |
christ selected therefore every population never ceases amaze | 1 |
prove better knowledge english language would obvious | 1 |
vandalising see greetings | 1 |
website hey thinking getting website display pictures cheapest thing could find know others fir diliff guys websites think legit could provide better alternatives help guild member also appreciated thanks talk | 1 |
thanks reading | 1 |
personal attacks fruit brute vfd apologies critical feel many comments made fruit brute vfd debate far reasonable diplomatic way disagree assertion initial sentence lie makes look even juvenile learn face goofed long way life attacks age certainly border personal attack bart forty sixty eighty would included comment juvenile expect apologise anyone want make clear consider comments vfd debate inappropriate think many members community would agree talk feb utc | 1 |
transliteration russian place names writing moscow metro malayalam wikipedia finding difficult correctly transliterate russian place names example pronounce park kultury paark kalttari paark kalchchari perhaps something completely different somebody please help transliterating list given putting list want clutter page thanks | 1 |
almost got look see real talk | 1 |
one defame someone thinks fort hood shooting justified god law | 1 |
lack balance article seriously balance would benefit greatly introduction additional information negative aspects record sort balance problem uncommon dependence works particular author example testing evaluation army ordnance dept exposed serious problems tank type information included article bring back balance | 1 |
thanks see violating clearly stated wikipedia policy problem people reviewed elsewhere finishing one wiki project todsy spending rest day important personal blog entry find discussions james petras fascinating discussion use term jewish lobby put back deleted dissident voice article right away per talk jewish_lobby _comparing_jewish_virtual_library_and_dissident_voice carol moore talk | 1 |
thanks kind words see around talk | 1 |
collusion poker regarded heinous form cheating poker perhaps mention example warranted | 1 |
thanks much however resolved today write anything edit summary camera put edit summary box equalvoice talk | 1 |
right get username able impact saying seem familiar everything probably username get one takes seconds talk contribs | 1 |
however moonlite edit noted golden daph optus wake wikkis funny | 1 |
check following websites | 1 |
believe one already put page dilbert desktop games | 1 |
well asked provide diffs within one hour next edit made edit talk page provide diffs requested within one hour edit sanctioned failing provide requested diffs timely manner week still done consequently request lift sanction denied | 1 |
page shoudld important characters reoccur void black doom mephiles etc | 1 |
tend think list longer rest article problem either history characteristics expanded list culled personally like consensus reached tripel article others included decided country origin highlighted examples trappist abbey foreign foreign includes non belgium examples way article article encyclopedia list people find lists anywhere article reference also style statistics bad say style statistics sounds like prescription description encyclopedia follow latter former used citation follow find valid one style country origin | 1 |
religiously politically motivated push issue please refrain talking page interested otherwise feel free talk relevant edits science deleet talk would prefer following users never post maunus ʍaunus snunɐw weijibaikebianji guy published psychology researcher right perhaps know access libraries best sources point often come across mind bendingly condescending also suspect editor racist see wiki | 1 |
vandalizing fun man sense humor think vandalizing stuff lemonparty org site | 1 |
welcome wikipedia bla discover ekopedia practical encyclopedia alternative life techniques bla discover ekopedia practical encyclopedia alternative life techniques | 1 |
including appropriate mention solomon article without level support | 1 |
comment could verify claim talk | 1 |
czech republic central europe state article part reason people making confusions especially ridiculous would replace mention north caucasus favor north slope caucasus mountains isnt even geographical area denoting mountains region countries located within continents yet reason refuse allow article denoted continent single factor alone would made massive difference readers tired arguing people essentially wiki squatters refusing nudge given article | 1 |
thanks josette enjoyed meeting shocked decision begin reflect consensus one grand poobah make alone serves right stealing time pressing real world duties indulge fun hobby learned lesson waste time like stick fixing little things run across read articles information | 1 |
paleontologists agree organic remains must buried quickly preserved long enough come fossilized however term fossilized precise term several factors metamorphic mineral processes occur organic remains result typically called fossil one major factor concerns kind organisms fossilized vertebrate invertebrates radiolarians sponges plants pollen foot prints etc multiple processes may include permineralization recrystalization carbonization replacement dissolving diagenesis etc talking fossilization complex issue however quick burial questioned major question long take processes work organic reamins environment found experimental taphonomy resulted assortment remains becoming fossilized various processes lab course implies given right conditions vast ages issue metamorphic processes ongoing equilibrium met chemical enviroument burial site minerals organic remains flood catastrophic geologists expect organic remains buried flood completely fossilized within one year period flood rather years processes working much work needs done taphonomy organic remains yet one interprets even results depend upon world view choose believe | 1 |
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Toxic-comments
The dataset contains labeled examples of toxic and non-toxic text comments. Each comment is labeled with one of the two classes: "hate" or "not hate."
The classes are balanced, with an equal number of samples for each class.
The dataset is a smaller version of the original dataset Toxic Comment Classification Challenge Dataset, originally curated by the Conversation AI team.
The original dataset contains an unequal distribution of “_hate_” and “_not hate_” samples for multi-classification.
The smaller version contains equal “_hate_” and “_not hate_” samples.
Dataset Details
Dataset Name: Toxic-Content Dataset
Language: English
Total Size: Over 70,157 demonstrations
Contents
⚠️ THE EXAMPLES IN THIS DATASET CONTAIN TOXIC/OFFENSIVE LANGUAGE ⚠️
The dataset consists of data frames with the following columns:
non_toxic_response: Text that was evaluated as non-toxic.
toxic_response: Text evaluated as toxic.
{ "toxic_response": "I think you should shut up your big mouth.",
"non_toxic_response":"I do not agree with you.", }
Intended Use
The purpose of this dataset is to serve as a resource in an educational setting, where its primary aim is to aid in detecting toxicity within textual content and identifying potentially harmful language.
Use Cases
Toxic-Content Dataset can be utilized to train models to detect harmful/toxic text.
How to use
It is available only in English.
from datasets import load_dataset
dataset = load_dataset("AiresPucrs/toxic_content", split = 'train')
License
Dataset License
The Toxic-Content Dataset is licensed under the Apache License, Version 2.0. See the LICENSE file for more details.
Disclaimer
This dataset is provided as is, without any warranty or guarantee of its accuracy or suitability for any purpose. The creators and contributors of this dataset are not liable for any damages or losses arising from its use. Please review and comply with the licenses and terms of the original datasets before use.
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Models trained or fine-tuned on AiresPucrs/toxic-comments