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text (string)id (string)author (string)subreddit (string)link_id (string)parent_id (string)created_utc (float32)rater_id (int32)example_very_unclear (bool)admiration (int32)amusement (int32)anger (int32)annoyance (int32)approval (int32)caring (int32)confusion (int32)curiosity (int32)desire (int32)disappointment (int32)disapproval (int32)disgust (int32)embarrassment (int32)excitement (int32)fear (int32)gratitude (int32)grief (int32)joy (int32)love (int32)nervousness (int32)optimism (int32)pride (int32)realization (int32)relief (int32)remorse (int32)sadness (int32)surprise (int32)neutral (int32)
"That game hurt."
"eew5j0j"
"Brdd9"
"nrl"
"t3_ajis4z"
"t1_eew18eq"
1,548,381,039
1
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
" >sexuality shouldn’t be a grouping category It makes you different from othet ppl so imo it fits the definition of "grouping" "
"eemcysk"
"TheGreen888"
"unpopularopinion"
"t3_ai4q37"
"t3_ai4q37"
1,548,084,169
37
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"You do right, if you don't care then fuck 'em!"
"ed2mah1"
"Labalool"
"confessions"
"t3_abru74"
"t1_ed2m7g7"
1,546,427,744
37
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Man I love reddit."
"eeibobj"
"MrsRobertshaw"
"facepalm"
"t3_ahulml"
"t3_ahulml"
1,547,965,054
18
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
"[NAME] was nowhere near them, he was by the Falcon. "
"eda6yn6"
"American_Fascist713"
"starwarsspeculation"
"t3_ackt2f"
"t1_eda65q2"
1,546,668,601
2
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Right? Considering it’s such an important document, I should know the damned thing backwards and forwards... thanks again for the help!"
"eespn2i"
"ImperialBoss"
"TrueReddit"
"t3_aizyuz"
"t1_eesoak0"
1,548,280,208
61
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
"He isn't as big, but he's still quite popular. I've heard the same thing about his content. Never watched him much."
"eczuekb"
"Rallings"
"cringe"
"t3_abeksv"
"t1_eczsmp8"
1,546,320,076
3
false
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"That's crazy; I went to a super [RELIGION] high school and I think I can remember 2 girls the entire 4 years that became teen moms."
"ed5tx8y"
"Beachy5313"
"TeenMomOGandTeenMom2"
"t3_ac10u9"
"t1_ed5tfyc"
1,546,536,158
23
false
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"that's adorable asf"
"ef961hv"
"RedRails1917"
"traaaaaaannnnnnnnnns"
"t3_akz2ia"
"t3_akz2ia"
1,548,763,543
73
false
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
""Sponge Blurb Pubs Quaw Haha GURR ha AAa!" finale is too real"
"edl7cr3"
"Tiagulus"
"youtubehaiku"
"t3_acuvb0"
"t1_edc21ip"
1,546,983,514
54
false
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I have, and now that you mention it, I think that's what triggered my nostalgia. "
"ed9w1hm"
"[deleted]"
"AskMenOver30"
"t3_acm7f6"
"t1_ed9m2l0"
1,546,658,263
36
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"I wanted to downvote this, but it's not your fault homie."
"ee52cjs"
"SonOfSite"
"timberwolves"
"t3_ag8bzf"
"t1_ee4pwrk"
1,547,579,782
81
false
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"BUT IT'S HER TURN! /s"
"ef7tl7i"
"Genesis2001"
"SandersForPresident"
"t3_akongy"
"t1_ef7d386"
1,548,720,019
17
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"That is odd."
"ee9vw9t"
"SoloTetherballChamp"
"jobs"
"t3_agy1as"
"t3_agy1as"
1,547,735,813
50
false
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Build a wall? /jk"
"edsqvyx"
"[deleted]"
"AskMenOver30"
"t3_aeq3ep"
"t1_edsn1bd"
1,547,207,519
10
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"I appreciate it, that's good to know. I hope I'll have to apply that knowledge one day"
"ed13jls"
"WhoSmokesThaBlunts"
"videos"
"t3_abfptb"
"t1_ed10aci"
1,546,372,020
73
false
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
"One time my 1 stopped right in 91st, I was able to get a good photo of the platform since they have some lights along it."
"edhionw"
"enjineer30302"
"nyc"
"t3_adhle8"
"t1_edh6eak"
1,546,881,341
81
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Well then I’d say you have a pretty good chance if it’s any girl lol"
"edkezap"
"Locket_in_my_pocket"
"IncelsWithoutHate"
"t3_ad0xew"
"t1_edctzd8"
1,546,963,336
16
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
"Pretty much every Punjabi dude I've met."
"ed86cjz"
"NotGucci"
"ABCDesis"
"t3_aceyuo"
"t3_aceyuo"
1,546,613,433
3
false
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"For extra measure tape it right by your crotch so she can't take it for sexual assault reasons"
"ed9b88y"
"Draconis_Firesworn"
"entitledparents"
"t3_acitar"
"t1_ed8yowz"
1,546,640,880
29
false
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"This video doesn't even show the shoes he was wearing..."
"edf75do"
"JuicyEmmental"
"Boxing"
"t3_ada6cy"
"t1_edf4fih"
1,546,813,152
24
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"What does Clemson give pride stickers for? Snaps played?"
"edj0qlw"
"Grimaceapprentice21"
"CFB"
"t3_ado3q4"
"t3_ado3q4"
1,546,911,968
4
false
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
""You may die, but it's a sacrifice I'm willing to make""
"eexfd75"
"nuka_"
"facepalm"
"t3_ajp2ms"
"t3_ajp2ms"
1,548,425,565
61
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
"Now I'm wondering on what I've been missing out. Again thank you for this."
"ed8fx5a"
"JonJonRegayov"
"morbidquestions"
"t3_ac4kyj"
"t1_ed8a14x"
1,546,619,791
5
false
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
"this definitely fits in r/BoneAppleTea."
"ee9jw7b"
"sparkthelynx"
"KidsAreFuckingStupid"
"t3_ad9tju"
"t3_ad9tju"
1,547,722,780
67
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
""Seeeee! We have one of them coloureds too!""
"eeb52e6"
"Sanitybug"
"TopMindsOfReddit"
"t3_agz1gf"
"t3_agz1gf"
1,547,765,322
37
false
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"RemindMe! 3 months"
"edw0ceq"
"Rob-With-One-B"
"badunitedkingdom"
"t3_af660k"
"t1_edw04b9"
1,547,295,633
67
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Yup, not anymore. Keep your blood sugar up! It really helps and DRINK water..."
"ee64ows"
"atomicchuckle"
"Teachers"
"t3_ag2a2t"
"t1_ee3dehp"
1,547,608,363
60
false
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Lots, play store or apple store vpn. Nord is good"
"edli9sc"
"RangoFandang"
"MorbidReality"
"t3_adz4wg"
"t1_edlhyh4"
1,546,991,664
51
false
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"So happy for [NAME]. So sad he's not here. Imagine this team with [NAME] instead of [NAME]. Ugh."
"ee9zjio"
"YROK1986"
"DetroitPistons"
"t3_agty5q"
"t3_agty5q"
1,547,738,583
15
false
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
"but it's [NAME] saying it so sorta disappointing"
"eda23xf"
"autobahn"
"texas"
"t3_acnl3j"
"t3_acnl3j"
1,546,663,907
35
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Something Something Something, space of aids"
"edptmv5"
"negative_dude"
"cringe"
"t3_ae8vgy"
"t1_ednsm9x"
1,547,135,026
19
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Dark and funny, but not really nice guy. He has yet to call the dead girls whores for declining to sleep with him. "
"eerqrp7"
"porky2468"
"lostredditors"
"t3_aiy09d"
"t3_aiy09d"
1,548,256,627
61
false
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I've probably put a couple hundred miles on my space saver tire. It's still on there right now."
"eeodlb2"
"DicedPeppers"
"IdiotsInCars"
"t3_aihdsb"
"t1_eentqm0"
1,548,140,577
6
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"I’m glad he’s okay but I’m even gladder it’s not that same gif of the guy ski/parachuting down a mountain"
"ed9gnqk"
"ShadycrossFade"
"nonononoyes"
"t3_ackwpa"
"t3_ackwpa"
1,546,645,164
46
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
"nice!! I'll try this one"
"edk0nru"
"travellingsaleslady"
"AskWomen"
"t3_adsxxn"
"t1_edjxz8r"
1,546,949,925
23
false
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I can't stand [NAME]. Especially since her "tatooing my own face" video. "
"ed1ag17"
"trowellslut"
"BeautyGuruChatter"
"t3_ablo6e"
"t3_ablo6e"
1,546,376,660
70
false
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I just came home, what the fuck is this lineup? I love you [NAME] you mad bastard !!!"
"eesj5ib"
"--Kaiser--"
"Barca"
"t3_aj3ltd"
"t3_aj3ltd"
1,548,275,850
23
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
"Go troll elsewhere. This woman needs support, not crass questions."
"ef73maf"
"quixoticmelody"
"dating"
"t3_akkskm"
"t1_ef6l3mo"
1,548,703,884
4
false
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Just rumors online, it most likely won't happen"
"efdvxbg"
"shadow_spinner0"
"SquaredCircle"
"t3_al87uo"
"t1_efdsuvl"
1,548,878,842
16
false
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Na. Rediting my post. Sorry for the ignorance."
"ef4lp09"
"savagesmasher"
"heroesofthestorm"
"t3_aket6i"
"t1_ef4kj0i"
1,548,627,359
55
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
"Because the content creators don't deserve to be paid, your seconds spent listening to ads are too valuable!"
"ef0tnl6"
"ChaplainRock"
"LifeProTips"
"t3_ak11o1"
"t3_ak11o1"
1,548,519,627
7
false
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Pity. I had some decent lunches there, but never went there at night."
"ee04wu6"
"The_Inflicted"
"nashville"
"t3_afncxn"
"t3_afncxn"
1,547,413,642
16
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
"By far the coolest thing I've seen on this thread yet"
"edm3k6w"
"W8nd3rW8man"
"popping"
"t3_ads2ve"
"t3_ads2ve"
1,547,009,323
78
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
"What evidence at all shows that [NAME] was an accomplice?"
"ee6lcw2"
"jrr6415sun"
"MakingaMurderer"
"t3_aghd1k"
"t1_ee6g8ht"
1,547,627,228
25
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
">not a cure-all. Since we don't have such a thing, is this not the next best option?"
"eecpk36"
"malicart"
"science"
"t3_ah99kv"
"t1_eecir22"
1,547,818,325
5
false
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"If there’s a pattern, yes."
"ed58r0k"
"kbecks06"
"ukpolitics"
"t3_ac3lc1"
"t1_ed51fzn"
1,546,518,348
37
false
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"If [NAME] has similar role to end year then no way am I taking those over him ...especially Sony"
"edo1hi2"
"noobiepoobie"
"fantasyfootball"
"t3_aeaikj"
"t1_ednqu7c"
1,547,072,036
52
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Oh whoops, I misread the original comment"
"ed4vaif"
"pierifle"
"leagueoflegends"
"t3_ac1pk8"
"t1_ed4v7pn"
1,546,497,814
42
false
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
"Sending love and strength vibes <3"
"ee5ede3"
"bombay2beijing"
"NarcissisticAbuse"
"t3_aga3mi"
"t1_ee5e6em"
1,547,588,013
4
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
"She’s like a kewpie doll with them. Precious."
"eewq46z"
"Queeniemeanie"
"rupaulsdragrace"
"t3_ajlms7"
"t1_eewnb8p"
1,548,400,153
23
false
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Not knowing what it is, for one thing."
"ef3u2gf"
"Kill_Welly"
"AskMen"
"t3_akd49i"
"t3_akd49i"
1,548,604,317
78
false
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Thanks for the info mate gonna watch out next time"
"eezx2qo"
"burgersk"
"SelfAwarewolves"
"t3_ajx79g"
"t1_eezwsnp"
1,548,486,933
35
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
"[NAME] is cheaper too. If we would have kept [NAME] we would have had to extend him to over $4mil."
"ed2yxih"
"dawn_of_thyme"
"sabres"
"t3_abqlkn"
"t1_ed2tgan"
1,546,443,388
33
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Honestly at this point I don't think there's anything that will make me feel better. Maybe down the road, but right now nothing is helping. "
"ee1pf1o"
"GwenHarris"
"SuicideWatch"
"t3_aezjur"
"t1_edufjmd"
1,547,474,731
42
false
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
"There has to be some repercussions for this judge, right? Considering the crimes, that bail seems incredibly low..."
"effsj1p"
"momlostinfuzz"
"nottheonion"
"t3_alp72p"
"t3_alp72p"
1,548,941,622
74
false
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Good old guardian refusing to accept that [NAME] is stauncly anti-EU and anti-Brussels"
"ed2kjxz"
"Veldron"
"brexit"
"t3_abo825"
"t3_abo825"
1,546,424,554
60
false
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I don’t even try to make shots like this myself. So I gotta watch other people make them."
"ee1vqbb"
"FrogInACrockPot"
"Blackops4"
"t3_afw2zx"
"t3_afw2zx"
1,547,480,311
19
false
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Me too! First time in a couple of years!"
"ef1jner"
"Percivalsmithers"
"WhitePeopleTwitter"
"t3_ak2wza"
"t1_ef1h5og"
1,548,536,551
60
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
"Gotta protect’em!"
"ed7dq81"
"Mvm321"
"AnimalsBeingBros"
"t3_ac7u03"
"t3_ac7u03"
1,546,579,224
34
false
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Ironic. He could save others from secrecy-enabled corruption, but not himself."
"edh5b7z"
"SilasX"
"nottheonion"
"t3_adhn3p"
"t3_adhn3p"
1,546,873,507
15
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
"This guy is basically the referee in parliament and your right to like him. As for the rest in there thats questionable"
"ee55lt0"
"Fallout4Addict"
"ukpolitics"
"t3_agche6"
"t3_agche6"
1,547,582,008
26
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Oi us cancers don’t want him either! We respectfully pass his birthday to April"
"ee0ai3t"
"schwiftypants39"
"Justfuckmyshitup"
"t3_afgkgb"
"t1_edzkirq"
1,547,417,636
22
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
""Oh, how DARE you discuss the disgustingly unhealthy and dangerous lifestyle I pursue!" /s"
"edlktcs"
"KaiDoesStuff"
"fatlogic"
"t3_adv2qv"
"t1_edlh71o"
1,546,993,751
18
false
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Which totally makes it less funny for a person like me who has never seen this before, and laughed. "
"edoch06"
"Cleverusername531"
"WhitePeopleTwitter"
"t3_aed1x4"
"t1_edob1oa"
1,547,080,603
23
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
"Thanks, it was no effort at all."
"ed80lzq"
"brtt3000"
"bestof"
"t3_acbf3w"
"t1_ed80je6"
1,546,608,251
81
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
"Damn. That’s profound. Did you graduate from Harvard?"
"edz3cr7"
"Mahgugu"
"gatekeeping"
"t3_afi1u4"
"t1_edz24nn"
1,547,388,682
55
false
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Nice. I'll look around for it. Thanks!"
"edn6f3e"
"Feline_Father"
"Christianity"
"t3_ae7rln"
"t1_edn67eu"
1,547,051,591
15
false
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
"Press fucken charges the moment they use your info."
"eenwezk"
"Auditor-G80GZT"
"raisedbynarcissists"
"t3_aif15k"
"t1_eenod05"
1,548,124,253
70
false
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I love this woman."
"eda5hak"
"NeatWithATwist"
"PoliticalHumor"
"t3_acmbxs"
"t3_acmbxs"
1,546,667,245
55
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
"Do you not give your snowmen brooms? I feel like that's a thing people do"
"edifef4"
"_-bread-_"
"ExpectationVsReality"
"t3_adh45u"
"t1_edgsqnt"
1,546,898,469
61
false
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"The service made it 20 years ago (1999, yeah ikr 1999 was 20 YEARS AGO?) "
"ed5gkhe"
"NOT_the_MI6"
"facepalm"
"t3_ac4h8w"
"t1_ed5ga0d"
1,546,525,988
37
false
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I loved how [NAME] feels like everyone in the office is her family. Her relationship with [NAME] is so cute and innocent"
"edgaypf"
"lawrence11123"
"DunderMifflin"
"t3_adecfo"
"t3_adecfo"
1,546,841,337
4
false
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Then I’m sorry but this game really isn’t for you. Progression like that would ruin the base of what this game is."
"ees0ud4"
"SpecialUnitt"
"Seaofthieves"
"t3_airx2u"
"t1_eerdyj4"
1,548,263,696
27
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
"Who exactly are their ‘volunteers’? The IRA?"
"eepej91"
"TrooperNI"
"northernireland"
"t3_aihkt2"
"t1_eepefpl"
1,548,178,974
51
false
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Am I the only INTP here who cared about deadlines. It's how I got so good at crunch time and working last minute."
"edulkmv"
"playr_4"
"INTP"
"t3_aexecv"
"t3_aexecv"
1,547,249,167
11
false
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"You should dm her and say I'm sorry"
"ee5k10q"
"Duckdummyz"
"IncelsWithoutHate"
"t3_agclzb"
"t1_ee5jve7"
1,547,592,140
4
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
">Did you just call me a liar? Sick reference."
"edzy36r"
"Bryaxis"
"videos"
"t3_af88xd"
"t3_af88xd"
1,547,409,669
17
false
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Shut up 15 year-old"
"ef029jq"
"Michael_Perth_50"
"self"
"t3_ajywb3"
"t1_ef0265m"
1,548,493,175
4
false
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"It doesn't matter. You can pick someone with the #1 Pick that will never be any good..."
"ee3yul8"
"Doncic77"
"Mavericks"
"t3_ag3f7j"
"t1_ee3mcqr"
1,547,544,293
19
false
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I feel this. For me since I’m using those gamethreads to let out frustration but realistically I know we need to keep patient in this re-rebuild"
"edlsovm"
"Shams_wojnarowski"
"OrlandoMagic"
"t3_adts41"
"t1_edkobie"
1,547,000,168
26
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"I just got a shirt made that says “I can’t have kids my dog is allergic”"
"ee836nq"
"emeraldpeach"
"childfree"
"t3_ago34c"
"t3_ago34c"
1,547,674,344
77
false
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I thought it was very good. The guy was one sick bastard that’s for sure."
"eex74rj"
"seriously_icky"
"Documentaries"
"t3_aj546r"
"t1_eewo6l4"
1,548,420,173
4
false
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"This is kinda cute"
"ed7oedr"
"ahappyasian"
"im14andthisisdeep"
"t3_acg5kd"
"t3_acg5kd"
1,546,590,228
2
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
"10 life hacks you didn't know you needed in your life"
"ef9puji"
"MountainCorsair"
"nonononoyes"
"t3_al19u6"
"t3_al19u6"
1,548,777,328
55
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Best side quest ever!"
"eevt2yy"
"Brrringsaythealiens"
"truegaming"
"t3_ajejud"
"t1_eevoby1"
1,548,371,963
61
false
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Calm down."
"edjloje"
"dbw37"
"TalesFromYourServer"
"t3_adksuj"
"t1_edjkx52"
1,546,927,966
62
false
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"I wanted to know if there’s was another like meaning to the whole selfie thing not if she liked me or not"
"edb267t"
"ZeroDeadlySin"
"askwomenadvice"
"t3_act36a"
"t1_edasm45"
1,546,704,741
81
false
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"You're both wrong NBA is an initialism, can't be pronounced as a word. Oh man I love reddit"
"ef93ffh"
"Moneywalks13"
"sports"
"t3_akofua"
"t1_ef6u12l"
1,548,760,096
51
false
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
"That's why it's only 20$"
"eex6fko"
"sligogligo"
"delusionalartists"
"t3_ajmy2y"
"t1_eewstjd"
1,548,419,663
36
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Just wait. Wait for the false promise. Wait for the mandatory prompts. Wait for the empty gestures."
"ed22sur"
"Spartan775"
"ABoringDystopia"
"t3_abcnlt"
"t1_ed0luwn"
1,546,400,471
23
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
"Started feeling smug about my short showers but then remembered just how small my water heater is."
"ee3ipn9"
"darg1234"
"WhitePeopleTwitter"
"t3_ag1qg5"
"t3_ag1qg5"
1,547,524,269
7
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
"I didn't like the family ending but I liked the Atlantis ending especially as we know we are going to see more of it in DLC2."
"ee6mb6z"
"[deleted]"
"assassinscreed"
"t3_agboi2"
"t1_ee6m488"
1,547,628,831
56
false
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Agree. Keep trying, then if your rejected every time. I'm sorry your done."
"ef54dn8"
"Justlost57"
"DeadBedrooms"
"t3_akdou4"
"t1_ef4lh0r"
1,548,641,227
24
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
"Is he dead now from a tragic drowning accident? Asking for a friend."
"eehp16n"
"IamAngelaVickers"
"fatlogic"
"t3_ahpapc"
"t1_eehgzzm"
1,547,948,097
1
false
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
"What? The claim is 2018 best shooters. Not overall best shooters"
"edo5n5f"
"What_A_Smurf"
"Blackops4"
"t3_aebbiv"
"t1_edo4j6s"
1,547,075,113
61
false
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"That's professor [NAME] to you, savage!"
"eejfjoa"
"DrelltheUnclean"
"TIHI"
"t3_ahuxe8"
"t1_eejfhn0"
1,547,999,061
41
false
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
"Let go or you will be dragged"
"eeqi8r7"
"scotty61990"
"dating_advice"
"t3_aiu6i3"
"t3_aiu6i3"
1,548,207,116
36
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"No we're getting Kinsler and be happy with it"
"eczowjx"
"dualme"
"Padres"
"t3_abehvh"
"t1_eczoc0l"
1,546,313,965
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"Of course he will lie cheat and steal to make him self relevant to the public. Horrible person."
"edoa8hc"
"jailguard81"
"facepalm"
"t3_aea6mz"
"t3_aea6mz"
1,547,078,767
2
false
0
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End of preview (truncated to 100 rows)

Dataset Card for GoEmotions

Dataset Summary

The GoEmotions dataset contains 58k carefully curated Reddit comments labeled for 27 emotion categories or Neutral. The raw data is included as well as the smaller, simplified version of the dataset with predefined train/val/test splits.

Supported Tasks and Leaderboards

This dataset is intended for multi-class, multi-label emotion classification.

Languages

The data is in English.

Dataset Structure

Data Instances

Each instance is a reddit comment with a corresponding ID and one or more emotion annotations (or neutral).

Data Fields

The simplified configuration includes:

  • text: the reddit comment
  • labels: the emotion annotations
  • comment_id: unique identifier of the comment (can be used to look up the entry in the raw dataset)

In addition to the above, the raw data includes:

  • author: The Reddit username of the comment's author.
  • subreddit: The subreddit that the comment belongs to.
  • link_id: The link id of the comment.
  • parent_id: The parent id of the comment.
  • created_utc: The timestamp of the comment.
  • rater_id: The unique id of the annotator.
  • example_very_unclear: Whether the annotator marked the example as being very unclear or difficult to label (in this case they did not choose any emotion labels).

In the raw data, labels are listed as their own columns with binary 0/1 entries rather than a list of ids as in the simplified data.

Data Splits

The simplified data includes a set of train/val/test splits with 43,410, 5426, and 5427 examples respectively.

Dataset Creation

Curation Rationale

From the paper abstract:

Understanding emotion expressed in language has a wide range of applications, from building empathetic chatbots to detecting harmful online behavior. Advancement in this area can be improved using large-scale datasets with a fine-grained typology, adaptable to multiple downstream tasks.

Source Data

Initial Data Collection and Normalization

Data was collected from Reddit comments via a variety of automated methods discussed in 3.1 of the paper.

Who are the source language producers?

English-speaking Reddit users.

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

Annotations were produced by 3 English-speaking crowdworkers in India.

Personal and Sensitive Information

This dataset includes the original usernames of the Reddit users who posted each comment. Although Reddit usernames are typically disasociated from personal real-world identities, this is not always the case. It may therefore be possible to discover the identities of the individuals who created this content in some cases.

Considerations for Using the Data

Social Impact of Dataset

Emotion detection is a worthwhile problem which can potentially lead to improvements such as better human/computer interaction. However, emotion detection algorithms (particularly in computer vision) have been abused in some cases to make erroneous inferences in human monitoring and assessment applications such as hiring decisions, insurance pricing, and student attentiveness (see this article).

Discussion of Biases

From the authors' github page:

Potential biases in the data include: Inherent biases in Reddit and user base biases, the offensive/vulgar word lists used for data filtering, inherent or unconscious bias in assessment of offensive identity labels, annotators were all native English speakers from India. All these likely affect labelling, precision, and recall for a trained model. Anyone using this dataset should be aware of these limitations of the dataset.

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

Researchers at Amazon Alexa, Google Research, and Stanford. See the author list.

Licensing Information

The GitHub repository which houses this dataset has an Apache License 2.0.

Citation Information

@inproceedings{demszky2020goemotions, author = {Demszky, Dorottya and Movshovitz-Attias, Dana and Ko, Jeongwoo and Cowen, Alan and Nemade, Gaurav and Ravi, Sujith}, booktitle = {58th Annual Meeting of the Association for Computational Linguistics (ACL)}, title = {{GoEmotions: A Dataset of Fine-Grained Emotions}}, year = {2020} }

Contributions

Thanks to @joeddav for adding this dataset.

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