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admiration (int64)amusement (int64)anger (int64)annoyance (int64)approval (int64)author (string)caring (int64)confusion (int64)created_utc (float64)curiosity (int64)desire (int64)disappointment (int64)disapproval (int64)disgust (int64)embarrassment (int64)example_very_unclear (bool)excitement (int64)fear (int64)gratitude (int64)grief (int64)id (string)joy (int64)link_id (string)love (int64)nervousness (int64)neutral (int64)optimism (int64)parent_id (string)pride (int64)rater_id (int64)realization (int64)relief (int64)remorse (int64)sadness (int64)subreddit (string)surprise (int64)text (string)
0
0
0
0
0
"Brdd9"
0
0
1,548,381,039
0
0
0
0
0
0
false
0
0
0
0
"eew5j0j"
0
"t3_ajis4z"
0
0
0
0
"t1_eew18eq"
0
1
0
0
0
1
"nrl"
0
"That game hurt."
0
0
0
0
0
"TheGreen888"
0
0
1,548,084,169
0
0
0
0
0
0
true
0
0
0
0
"eemcysk"
0
"t3_ai4q37"
0
0
0
0
"t3_ai4q37"
0
37
0
0
0
0
"unpopularopinion"
0
" >sexuality shouldn’t be a grouping category It makes you different from othet ppl so imo it fits the definition of "grouping" "
0
0
0
0
0
"Labalool"
0
0
1,546,427,744
0
0
0
0
0
0
false
0
0
0
0
"ed2mah1"
0
"t3_abru74"
0
0
1
0
"t1_ed2m7g7"
0
37
0
0
0
0
"confessions"
0
"You do right, if you don't care then fuck 'em!"
0
0
0
0
0
"MrsRobertshaw"
0
0
1,547,965,054
0
0
0
0
0
0
false
0
0
0
0
"eeibobj"
0
"t3_ahulml"
1
0
0
0
"t3_ahulml"
0
18
0
0
0
0
"facepalm"
0
"Man I love reddit."
0
0
0
0
0
"American_Fascist713"
0
0
1,546,668,601
0
0
0
0
0
0
false
0
0
0
0
"eda6yn6"
0
"t3_ackt2f"
0
0
1
0
"t1_eda65q2"
0
2
0
0
0
0
"starwarsspeculation"
0
"[NAME] was nowhere near them, he was by the Falcon. "
0
0
0
0
0
"ImperialBoss"
0
0
1,548,280,208
0
0
0
0
0
0
false
0
0
1
0
"eespn2i"
0
"t3_aizyuz"
0
0
0
0
"t1_eesoak0"
0
61
0
0
0
0
"TrueReddit"
0
"Right? Considering it’s such an important document, I should know the damned thing backwards and forwards... thanks again for the help!"
0
0
0
0
0
"Rallings"
0
0
1,546,320,076
0
0
0
1
0
0
false
0
0
0
0
"eczuekb"
0
"t3_abeksv"
0
0
0
0
"t1_eczsmp8"
0
3
0
0
0
0
"cringe"
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."
0
1
0
0
0
"Beachy5313"
0
0
1,546,536,158
0
0
0
0
0
0
false
0
0
0
0
"ed5tx8y"
0
"t3_ac10u9"
0
0
0
0
"t1_ed5tfyc"
0
23
0
0
0
0
"TeenMomOGandTeenMom2"
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."
0
1
0
0
0
"RedRails1917"
0
0
1,548,763,543
0
0
0
0
0
0
false
0
0
0
0
"ef961hv"
0
"t3_akz2ia"
0
0
0
0
"t3_akz2ia"
0
73
0
0
0
0
"traaaaaaannnnnnnnnns"
0
"that's adorable asf"
0
1
0
0
0
"Tiagulus"
0
0
1,546,983,514
0
0
0
0
0
0
false
0
0
0
0
"edl7cr3"
0
"t3_acuvb0"
0
0
0
0
"t1_edc21ip"
0
54
0
0
0
0
"youtubehaiku"
0
""Sponge Blurb Pubs Quaw Haha GURR ha AAa!" finale is too real"
0
0
0
0
0
"[deleted]"
0
0
1,546,658,263
0
0
0
0
0
0
false
0
0
0
0
"ed9w1hm"
0
"t3_acm7f6"
0
0
1
0
"t1_ed9m2l0"
0
36
0
0
0
0
"AskMenOver30"
0
"I have, and now that you mention it, I think that's what triggered my nostalgia. "
0
0
0
0
0
"SonOfSite"
0
0
1,547,579,782
0
0
1
0
0
0
false
0
0
0
0
"ee52cjs"
0
"t3_ag8bzf"
0
0
0
0
"t1_ee4pwrk"
0
81
0
0
0
0
"timberwolves"
0
"I wanted to downvote this, but it's not your fault homie."
0
0
0
0
0
"Genesis2001"
0
0
1,548,720,019
0
0
0
0
0
0
false
0
0
0
0
"ef7tl7i"
0
"t3_akongy"
0
0
1
0
"t1_ef7d386"
0
17
0
0
0
0
"SandersForPresident"
0
"BUT IT'S HER TURN! /s"
0
0
0
0
0
"SoloTetherballChamp"
0
0
1,547,735,813
0
0
1
0
1
0
false
0
0
0
0
"ee9vw9t"
0
"t3_agy1as"
0
0
0
0
"t3_agy1as"
0
50
0
0
0
0
"jobs"
0
"That is odd."
0
0
0
0
0
"[deleted]"
0
0
1,547,207,519
0
0
0
0
0
0
false
0
0
0
0
"edsqvyx"
0
"t3_aeq3ep"
0
0
1
0
"t1_edsn1bd"
0
10
0
0
0
0
"AskMenOver30"
0
"Build a wall? /jk"
1
0
0
0
0
"WhoSmokesThaBlunts"
0
0
1,546,372,020
0
0
0
0
0
0
false
0
0
1
0
"ed13jls"
0
"t3_abfptb"
0
0
0
0
"t1_ed10aci"
0
73
0
0
0
0
"videos"
0
"I appreciate it, that's good to know. I hope I'll have to apply that knowledge one day"
0
0
0
0
0
"enjineer30302"
0
0
1,546,881,341
0
0
0
0
0
0
false
0
0
0
0
"edhionw"
0
"t3_adhle8"
0
0
1
0
"t1_edh6eak"
0
81
0
0
0
0
"nyc"
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."
0
0
0
0
0
"Locket_in_my_pocket"
0
0
1,546,963,336
0
0
0
0
0
0
false
0
0
0
0
"edkezap"
0
"t3_ad0xew"
0
0
0
0
"t1_edctzd8"
0
16
1
0
0
0
"IncelsWithoutHate"
0
"Well then I’d say you have a pretty good chance if it’s any girl lol"
1
0
0
0
0
"NotGucci"
0
0
1,546,613,433
0
0
0
0
0
0
false
0
0
0
0
"ed86cjz"
0
"t3_aceyuo"
0
0
0
0
"t3_aceyuo"
0
3
0
0
0
0
"ABCDesis"
0
"Pretty much every Punjabi dude I've met."
0
0
0
1
0
"Draconis_Firesworn"
0
0
1,546,640,880
0
0
0
0
0
0
false
0
0
0
0
"ed9b88y"
0
"t3_acitar"
0
0
0
0
"t1_ed8yowz"
0
29
0
0
0
0
"entitledparents"
0
"For extra measure tape it right by your crotch so she can't take it for sexual assault reasons"
0
0
0
0
0
"JuicyEmmental"
0
0
1,546,813,152
0
0
0
0
0
0
false
0
0
0
0
"edf75do"
0
"t3_ada6cy"
0
0
1
0
"t1_edf4fih"
0
24
0
0
0
0
"Boxing"
0
"This video doesn't even show the shoes he was wearing..."
0
0
0
0
0
"Grimaceapprentice21"
0
1
1,546,911,968
0
0
0
0
0
0
false
0
0
0
0
"edj0qlw"
0
"t3_ado3q4"
0
0
0
0
"t3_ado3q4"
0
4
0
0
0
0
"CFB"
0
"What does Clemson give pride stickers for? Snaps played?"
0
0
0
0
0
"nuka_"
0
0
1,548,425,565
0
0
0
0
0
0
false
0
0
0
0
"eexfd75"
0
"t3_ajp2ms"
0
0
0
1
"t3_ajp2ms"
0
61
0
0
0
0
"facepalm"
0
""You may die, but it's a sacrifice I'm willing to make""
0
0
0
0
0
"JonJonRegayov"
0
0
1,546,619,791
1
0
0
0
0
0
false
0
0
1
0
"ed8fx5a"
0
"t3_ac4kyj"
0
0
0
0
"t1_ed8a14x"
0
5
0
0
0
0
"morbidquestions"
0
"Now I'm wondering on what I've been missing out. Again thank you for this."
0
0
0
0
0
"sparkthelynx"
0
0
1,547,722,780
0
0
0
0
0
0
false
0
0
0
0
"ee9jw7b"
0
"t3_ad9tju"
0
0
1
0
"t3_ad9tju"
0
67
0
0
0
0
"KidsAreFuckingStupid"
0
"this definitely fits in r/BoneAppleTea."
0
0
0
0
0
"Sanitybug"
0
0
1,547,765,322
0
0
0
0
0
0
false
1
0
0
0
"eeb52e6"
0
"t3_agz1gf"
0
0
0
0
"t3_agz1gf"
0
37
0
0
0
0
"TopMindsOfReddit"
0
""Seeeee! We have one of them coloureds too!""
0
0
0
0
0
"Rob-With-One-B"
0
0
1,547,295,633
0
0
0
0
0
0
false
0
0
0
0
"edw0ceq"
0
"t3_af660k"
0
0
1
0
"t1_edw04b9"
0
67
0
0
0
0
"badunitedkingdom"
0
"RemindMe! 3 months"
0
0
0
0
0
"atomicchuckle"
1
0
1,547,608,363
0
0
0
0
0
0
false
0
0
0
0
"ee64ows"
0
"t3_ag2a2t"
0
0
0
0
"t1_ee3dehp"
0
60
0
0
0
0
"Teachers"
0
"Yup, not anymore. Keep your blood sugar up! It really helps and DRINK water..."
1
0
0
0
0
"RangoFandang"
0
0
1,546,991,664
0
0
0
0
0
0
false
0
0
0
0
"edli9sc"
0
"t3_adz4wg"
0
0
0
0
"t1_edlhyh4"
0
51
0
0
0
0
"MorbidReality"
0
"Lots, play store or apple store vpn. Nord is good"
0
0
0
0
0
"YROK1986"
0
0
1,547,738,583
0
0
0
0
1
0
false
0
0
0
0
"ee9zjio"
1
"t3_agty5q"
0
0
0
0
"t3_agty5q"
0
15
0
0
0
1
"DetroitPistons"
0
"So happy for [NAME]. So sad he's not here. Imagine this team with [NAME] instead of [NAME]. Ugh."
0
0
0
0
0
"autobahn"
0
0
1,546,663,907
0
0
0
0
0
0
false
0
0
0
0
"eda23xf"
0
"t3_acnl3j"
0
0
1
0
"t3_acnl3j"
0
35
0
0
0
0
"texas"
0
"but it's [NAME] saying it so sorta disappointing"
0
0
0
0
0
"negative_dude"
0
0
1,547,135,026
0
0
0
0
0
0
false
0
0
0
0
"edptmv5"
0
"t3_ae8vgy"
0
0
1
0
"t1_ednsm9x"
0
19
0
0
0
0
"cringe"
0
"Something Something Something, space of aids"
0
0
0
0
0
"porky2468"
0
0
1,548,256,627
0
0
1
0
1
0
false
0
0
0
0
"eerqrp7"
0
"t3_aiy09d"
0
0
0
0
"t3_aiy09d"
0
61
0
0
0
0
"lostredditors"
0
"Dark and funny, but not really nice guy. He has yet to call the dead girls whores for declining to sleep with him. "
0
0
0
0
0
"DicedPeppers"
0
0
1,548,140,577
0
0
0
0
0
0
false
0
0
0
0
"eeodlb2"
0
"t3_aihdsb"
0
0
1
0
"t1_eentqm0"
0
6
0
0
0
0
"IdiotsInCars"
0
"I've probably put a couple hundred miles on my space saver tire. It's still on there right now."
0
0
0
0
0
"ShadycrossFade"
0
0
1,546,645,164
0
0
0
0
0
0
false
0
0
1
0
"ed9gnqk"
0
"t3_ackwpa"
0
0
0
0
"t3_ackwpa"
0
46
0
0
0
0
"nonononoyes"
0
"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"
1
0
0
0
0
"travellingsaleslady"
0
0
1,546,949,925
0
0
0
0
0
0
false
0
0
0
0
"edk0nru"
0
"t3_adsxxn"
0
0
0
0
"t1_edjxz8r"
0
23
0
0
0
0
"AskWomen"
0
"nice!! I'll try this one"
0
0
0
0
0
"trowellslut"
0
0
1,546,376,660
0
0
0
1
0
0
false
0
0
0
0
"ed1ag17"
0
"t3_ablo6e"
0
0
0
0
"t3_ablo6e"
0
70
0
0
0
0
"BeautyGuruChatter"
0
"I can't stand [NAME]. Especially since her "tatooing my own face" video. "
0
0
0
0
0
"--Kaiser--"
0
0
1,548,275,850
0
0
0
0
0
0
false
0
0
0
0
"eesj5ib"
0
"t3_aj3ltd"
1
0
0
0
"t3_aj3ltd"
0
23
0
0
0
0
"Barca"
0
"I just came home, what the fuck is this lineup? I love you [NAME] you mad bastard !!!"
0
0
0
1
0
"quixoticmelody"
0
0
1,548,703,884
0
0
0
0
0
0
false
0
0
0
0
"ef73maf"
0
"t3_akkskm"
0
0
0
0
"t1_ef6l3mo"
0
4
0
0
0
0
"dating"
0
"Go troll elsewhere. This woman needs support, not crass questions."
0
0
0
1
0
"shadow_spinner0"
0
0
1,548,878,842
0
0
0
0
0
0
false
0
0
0
0
"efdvxbg"
0
"t3_al87uo"
0
0
0
0
"t1_efdsuvl"
0
16
0
0
0
0
"SquaredCircle"
0
"Just rumors online, it most likely won't happen"
0
0
0
0
0
"savagesmasher"
0
0
1,548,627,359
0
0
0
0
0
0
false
0
0
0
0
"ef4lp09"
0
"t3_aket6i"
0
0
0
0
"t1_ef4kj0i"
0
55
0
0
1
0
"heroesofthestorm"
0
"Na. Rediting my post. Sorry for the ignorance."
0
0
0
0
0
"ChaplainRock"
0
1
1,548,519,627
1
0
0
0
0
0
false
0
0
0
0
"ef0tnl6"
0
"t3_ak11o1"
0
0
0
0
"t3_ak11o1"
0
7
0
0
0
0
"LifeProTips"
0
"Because the content creators don't deserve to be paid, your seconds spent listening to ads are too valuable!"
0
0
0
0
0
"The_Inflicted"
0
0
1,547,413,642
0
0
0
0
0
0
false
0
0
0
0
"ee04wu6"
0
"t3_afncxn"
0
0
0
0
"t3_afncxn"
0
16
0
0
1
0
"nashville"
0
"Pity. I had some decent lunches there, but never went there at night."
0
0
0
0
0
"W8nd3rW8man"
0
0
1,547,009,323
0
0
0
0
0
0
false
0
0
0
0
"edm3k6w"
1
"t3_ads2ve"
0
0
0
0
"t3_ads2ve"
0
78
0
0
0
0
"popping"
0
"By far the coolest thing I've seen on this thread yet"
0
0
0
0
0
"jrr6415sun"
0
0
1,547,627,228
0
0
0
0
0
0
false
0
0
0
0
"ee6lcw2"
0
"t3_aghd1k"
0
0
1
0
"t1_ee6g8ht"
0
25
0
0
0
0
"MakingaMurderer"
0
"What evidence at all shows that [NAME] was an accomplice?"
0
0
0
0
0
"malicart"
0
1
1,547,818,325
0
0
0
0
0
0
false
0
0
0
0
"eecpk36"
0
"t3_ah99kv"
0
0
0
0
"t1_eecir22"
0
5
0
0
0
0
"science"
0
">not a cure-all. Since we don't have such a thing, is this not the next best option?"
0
0
0
0
1
"kbecks06"
0
0
1,546,518,348
0
0
0
0
0
0
false
0
0
0
0
"ed58r0k"
0
"t3_ac3lc1"
0
0
0
0
"t1_ed51fzn"
0
37
0
0
0
0
"ukpolitics"
0
"If there’s a pattern, yes."
0
0
0
0
0
"noobiepoobie"
0
0
1,547,072,036
0
0
0
0
0
0
false
0
0
0
0
"edo1hi2"
0
"t3_aeaikj"
0
0
1
0
"t1_ednqu7c"
0
52
0
0
0
0
"fantasyfootball"
0
"If [NAME] has similar role to end year then no way am I taking those over him ...especially Sony"
0
0
0
0
0
"pierifle"
0
1
1,546,497,814
0
0
0
0
0
0
false
0
0
0
0
"ed4vaif"
0
"t3_ac1pk8"
0
0
0
0
"t1_ed4v7pn"
0
42
1
0
0
0
"leagueoflegends"
0
"Oh whoops, I misread the original comment"
0
0
0
0
0
"bombay2beijing"
0
0
1,547,588,013
0
0
0
0
0
0
false
0
0
0
0
"ee5ede3"
1
"t3_aga3mi"
0
0
0
1
"t1_ee5e6em"
0
4
0
0
0
0
"NarcissisticAbuse"
0
"Sending love and strength vibes <3"
1
0
0
0
0
"Queeniemeanie"
0
0
1,548,400,153
0
0
0
0
0
0
false
0
0
0
0
"eewq46z"
0
"t3_ajlms7"
0
0
0
0
"t1_eewnb8p"
0
23
0
0
0
0
"rupaulsdragrace"
0
"She’s like a kewpie doll with them. Precious."
0
0
0
0
0
"Kill_Welly"
0
1
1,548,604,317
0
0
0
0
0
0
false
0
0
0
0
"ef3u2gf"
0
"t3_akd49i"
0
0
0
0
"t3_akd49i"
0
78
0
0
0
0
"AskMen"
0
"Not knowing what it is, for one thing."
0
0
0
0
0
"burgersk"
0
0
1,548,486,933
0
0
0
0
0
0
false
0
0
1
0
"eezx2qo"
0
"t3_ajx79g"
0
0
0
0
"t1_eezwsnp"
0
35
0
0
0
0
"SelfAwarewolves"
0
"Thanks for the info mate gonna watch out next time"
0
0
0
0
0
"dawn_of_thyme"
0
0
1,546,443,388
0
0
0
0
0
0
false
0
0
0
0
"ed2yxih"
0
"t3_abqlkn"
0
0
1
0
"t1_ed2tgan"
0
33
0
0
0
0
"sabres"
0
"[NAME] is cheaper too. If we would have kept [NAME] we would have had to extend him to over $4mil."
0
0
0
0
0
"GwenHarris"
0
0
1,547,474,731
0
0
1
0
0
0
false
0
0
0
0
"ee1pf1o"
0
"t3_aezjur"
0
1
0
0
"t1_edufjmd"
0
42
1
0
0
0
"SuicideWatch"
0
"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. "
0
0
0
0
0
"momlostinfuzz"
0
0
1,548,941,622
0
0
0
1
0
0
false
0
0
0
0
"effsj1p"
0
"t3_alp72p"
0
0
0
0
"t3_alp72p"
0
74
0
0
0
0
"nottheonion"
0
"There has to be some repercussions for this judge, right? Considering the crimes, that bail seems incredibly low..."
0
0
0
1
0
"Veldron"
0
0
1,546,424,554
0
0
0
0
0
0
false
0
0
0
0
"ed2kjxz"
0
"t3_abo825"
0
0
0
0
"t3_abo825"
0
60
0
0
0
0
"brexit"
0
"Good old guardian refusing to accept that [NAME] is stauncly anti-EU and anti-Brussels"
0
0
0
0
0
"FrogInACrockPot"
0
0
1,547,480,311
0
0
0
0
0
1
false
0
0
0
0
"ee1vqbb"
0
"t3_afw2zx"
0
0
0
0
"t3_afw2zx"
0
19
0
0
0
0
"Blackops4"
0
"I don’t even try to make shots like this myself. So I gotta watch other people make them."
0
0
0
0
0
"Percivalsmithers"
0
0
1,548,536,551
0
0
0
0
0
0
false
0
0
0
0
"ef1jner"
1
"t3_ak2wza"
0
0
0
0
"t1_ef1h5og"
0
60
0
0
0
0
"WhitePeopleTwitter"
0
"Me too! First time in a couple of years!"
0
0
0
0
0
"Mvm321"
1
0
1,546,579,224
0
0
0
0
0
0
false
0
0
0
0
"ed7dq81"
0
"t3_ac7u03"
0
0
0
0
"t3_ac7u03"
0
34
0
0
0
0
"AnimalsBeingBros"
0
"Gotta protect’em!"
0
0
0
0
0
"SilasX"
0
0
1,546,873,507
0
0
0
0
0
0
false
0
0
0
0
"edh5b7z"
0
"t3_adhn3p"
0
0
0
0
"t3_adhn3p"
0
15
0
0
0
0
"nottheonion"
1
"Ironic. He could save others from secrecy-enabled corruption, but not himself."
0
0
0
0
0
"Fallout4Addict"
0
0
1,547,582,008
0
0
0
0
0
0
false
0
0
0
0
"ee55lt0"
0
"t3_agche6"
0
0
1
0
"t3_agche6"
0
26
0
0
0
0
"ukpolitics"
0
"This guy is basically the referee in parliament and your right to like him. As for the rest in there thats questionable"
0
0
0
0
0
"schwiftypants39"
0
0
1,547,417,636
0
0
0
0
0
0
true
0
0
0
0
"ee0ai3t"
0
"t3_afgkgb"
0
0
0
0
"t1_edzkirq"
0
22
0
0
0
0
"Justfuckmyshitup"
0
"Oi us cancers don’t want him either! We respectfully pass his birthday to April"
0
0
1
0
0
"KaiDoesStuff"
0
0
1,546,993,751
1
0
0
0
1
0
false
0
0
0
0
"edlktcs"
0
"t3_adv2qv"
0
0
0
0
"t1_edlh71o"
0
18
0
0
0
0
"fatlogic"
0
""Oh, how DARE you discuss the disgustingly unhealthy and dangerous lifestyle I pursue!" /s"
0
0
0
0
0
"Cleverusername531"
0
0
1,547,080,603
0
0
0
0
0
0
false
0
0
0
0
"edoch06"
1
"t3_aed1x4"
0
0
0
0
"t1_edob1oa"
0
23
0
0
0
0
"WhitePeopleTwitter"
0
"Which totally makes it less funny for a person like me who has never seen this before, and laughed. "
0
0
0
0
0
"brtt3000"
0
0
1,546,608,251
0
0
0
0
0
0
false
0
0
1
0
"ed80lzq"
0
"t3_acbf3w"
0
0
0
0
"t1_ed80je6"
0
81
0
0
0
0
"bestof"
0
"Thanks, it was no effort at all."
0
0
0
0
0
"Mahgugu"
0
0
1,547,388,682
1
0
0
0
0
0
false
0
0
0
0
"edz3cr7"
0
"t3_afi1u4"
0
0
0
0
"t1_edz24nn"
0
55
0
0
0
0
"gatekeeping"
0
"Damn. That’s profound. Did you graduate from Harvard?"
1
0
0
0
0
"Feline_Father"
0
0
1,547,051,591
0
0
0
0
0
0
false
0
0
1
0
"edn6f3e"
0
"t3_ae7rln"
0
0
0
0
"t1_edn67eu"
0
15
0
0
0
0
"Christianity"
0
"Nice. I'll look around for it. Thanks!"
0
0
1
0
0
"Auditor-G80GZT"
0
0
1,548,124,253
0
0
0
1
0
0
false
0
0
0
0
"eenwezk"
0
"t3_aif15k"
0
0
0
0
"t1_eenod05"
0
70
0
0
0
0
"raisedbynarcissists"
0
"Press fucken charges the moment they use your info."
0
0
0
0
0
"NeatWithATwist"
0
0
1,546,667,245
0
0
0
0
0
0
false
0
0
0
0
"eda5hak"
0
"t3_acmbxs"
1
0
0
0
"t3_acmbxs"
0
55
0
0
0
0
"PoliticalHumor"
0
"I love this woman."
0
0
0
1
0
"_-bread-_"
0
0
1,546,898,469
0
0
0
0
0
0
false
0
0
0
0
"edifef4"
0
"t3_adh45u"
0
0
0
0
"t1_edgsqnt"
0
61
0
0
0
0
"ExpectationVsReality"
0
"Do you not give your snowmen brooms? I feel like that's a thing people do"
0
0
0
0
0
"NOT_the_MI6"
0
0
1,546,525,988
1
0
0
0
0
0
false
0
0
0
0
"ed5gkhe"
0
"t3_ac4h8w"
0
0
0
0
"t1_ed5ga0d"
0
37
0
0
0
0
"facepalm"
0
"The service made it 20 years ago (1999, yeah ikr 1999 was 20 YEARS AGO?) "
1
0
0
0
0
"lawrence11123"
0
0
1,546,841,337
0
0
0
0
0
0
false
0
0
0
0
"edgaypf"
0
"t3_adecfo"
0
0
0
0
"t3_adecfo"
0
4
0
0
0
0
"DunderMifflin"
0
"I loved how [NAME] feels like everyone in the office is her family. Her relationship with [NAME] is so cute and innocent"
0
0
0
0
0
"SpecialUnitt"
0
0
1,548,263,696
0
0
0
0
0
0
false
0
0
0
0
"ees0ud4"
0
"t3_airx2u"
0
0
0
0
"t1_eerdyj4"
0
27
0
0
1
0
"Seaofthieves"
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."
0
0
0
0
0
"TrooperNI"
0
0
1,548,178,974
1
0
0
0
0
0
false
0
0
0
0
"eepej91"
0
"t3_aihkt2"
0
0
0
0
"t1_eepefpl"
0
51
0
0
0
0
"northernireland"
0
"Who exactly are their ‘volunteers’? The IRA?"
0
0
0
0
0
"playr_4"
0
1
1,547,249,167
0
0
0
0
0
1
false
0
0
0
0
"edulkmv"
0
"t3_aexecv"
0
0
0
0
"t3_aexecv"
0
11
0
0
0
0
"INTP"
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."
0
0
0
0
0
"Duckdummyz"
0
0
1,547,592,140
0
0
0
0
0
0
false
0
0
0
0
"ee5k10q"
0
"t3_agclzb"
0
0
1
0
"t1_ee5jve7"
0
4
0
0
0
0
"IncelsWithoutHate"
0
"You should dm her and say I'm sorry"
0
0
0
0
0
"Bryaxis"
0
0
1,547,409,669
0
0
0
1
0
0
false
0
0
0
0
"edzy36r"
0
"t3_af88xd"
0
0
0
0
"t3_af88xd"
0
17
0
0
0
0
"videos"
0
">Did you just call me a liar? Sick reference."
0
0
1
0
0
"Michael_Perth_50"
0
0
1,548,493,175
0
0
0
0
0
0
false
0
0
0
0
"ef029jq"
0
"t3_ajywb3"
0
0
0
0
"t1_ef0265m"
0
4
0
0
0
0
"self"
0
"Shut up 15 year-old"
0
0
0
0
0
"Doncic77"
0
0
1,547,544,293
0
0
0
1
0
0
false
0
0
0
0
"ee3yul8"
0
"t3_ag3f7j"
0
0
0
0
"t1_ee3mcqr"
0
19
0
0
0
0
"Mavericks"
0
"It doesn't matter. You can pick someone with the #1 Pick that will never be any good..."
0
0
0
0
0
"Shams_wojnarowski"
0
0
1,547,000,168
0
0
0
0
0
0
false
0
0
0
0
"edlsovm"
0
"t3_adts41"
0
0
1
0
"t1_edkobie"
0
26
0
0
0
0
"OrlandoMagic"
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"
0
1
0
0
0
"emeraldpeach"
0
0
1,547,674,344
0
0
0
0
0
0
false
0
0
0
0
"ee836nq"
0
"t3_ago34c"
0
0
0
0
"t3_ago34c"
0
77
0
0
0
0
"childfree"
0
"I just got a shirt made that says “I can’t have kids my dog is allergic”"
1
0
1
0
0
"seriously_icky"
0
0
1,548,420,173
0
0
0
0
0
0
false
0
0
0
0
"eex74rj"
0
"t3_aj546r"
0
0
0
0
"t1_eewo6l4"
0
4
0
0
0
0
"Documentaries"
0
"I thought it was very good. The guy was one sick bastard that’s for sure."
0
0
0
0
0
"ahappyasian"
0
0
1,546,590,228
0
0
0
0
0
0
false
0
0
0
0
"ed7oedr"
0
"t3_acg5kd"
1
0
0
0
"t3_acg5kd"
0
2
0
0
0
0
"im14andthisisdeep"
0
"This is kinda cute"
0
0
0
0
0
"MountainCorsair"
0
0
1,548,777,328
0
0
0
0
0
0
false
0
0
0
0
"ef9puji"
0
"t3_al19u6"
0
0
1
0
"t3_al19u6"
0
55
0
0
0
0
"nonononoyes"
0
"10 life hacks you didn't know you needed in your life"
1
0
0
0
0
"Brrringsaythealiens"
0
0
1,548,371,963
0
0
0
0
0
0
false
0
0
0
0
"eevt2yy"
0
"t3_ajejud"
0
0
0
0
"t1_eevoby1"
0
61
0
0
0
0
"truegaming"
0
"Best side quest ever!"
0
0
0
1
0
"dbw37"
0
0
1,546,927,966
0
0
0
0
0
0
false
0
0
0
0
"edjloje"
0
"t3_adksuj"
0
0
0
0
"t1_edjkx52"
0
62
0
0
0
0
"TalesFromYourServer"
0
"Calm down."
0
0
0
0
0
"ZeroDeadlySin"
0
0
1,546,704,741
1
0
0
0
0
0
false
0
0
0
0
"edb267t"
0
"t3_act36a"
0
0
0
0
"t1_edasm45"
0
81
0
0
0
0
"askwomenadvice"
0
"I wanted to know if there’s was another like meaning to the whole selfie thing not if she liked me or not"
0
0
0
0
0
"Moneywalks13"
0
0
1,548,760,096
0
0
0
1
0
0
false
0
0
0
0
"ef93ffh"
0
"t3_akofua"
1
0
0
0
"t1_ef6u12l"
0
51
0
0
0
0
"sports"
0
"You're both wrong NBA is an initialism, can't be pronounced as a word. Oh man I love reddit"
0
0
0
0
0
"sligogligo"
0
0
1,548,419,663
0
0
0
0
0
0
false
0
0
0
0
"eex6fko"
0
"t3_ajmy2y"
0
0
1
0
"t1_eewstjd"
0
36
0
0
0
0
"delusionalartists"
0
"That's why it's only 20$"
0
0
0
0
0
"Spartan775"
0
0
1,546,400,471
0
0
0
0
0
0
false
0
0
0
0
"ed22sur"
0
"t3_abcnlt"
0
0
1
0
"t1_ed0luwn"
0
23
0
0
0
0
"ABoringDystopia"
0
"Just wait. Wait for the false promise. Wait for the mandatory prompts. Wait for the empty gestures."
0
0
0
0
0
"darg1234"
0
0
1,547,524,269
0
0
0
0
0
0
false
0
0
0
0
"ee3ipn9"
0
"t3_ag1qg5"
0
0
0
1
"t3_ag1qg5"
0
7
0
0
0
0
"WhitePeopleTwitter"
0
"Started feeling smug about my short showers but then remembered just how small my water heater is."
0
0
0
0
1
"[deleted]"
0
0
1,547,628,831
0
0
0
0
0
0
false
0
0
0
0
"ee6mb6z"
0
"t3_agboi2"
0
0
0
0
"t1_ee6m488"
0
56
0
0
0
0
"assassinscreed"
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."
0
0
0
0
0
"Justlost57"
0
0
1,548,641,227
0
0
0
0
0
0
false
0
0
1
0
"ef54dn8"
0
"t3_akdou4"
0
0
0
0
"t1_ef4lh0r"
0
24
0
0
0
0
"DeadBedrooms"
0
"Agree. Keep trying, then if your rejected every time. I'm sorry your done."
0
0
0
0
0
"IamAngelaVickers"
0
0
1,547,948,097
0
0
0
0
0
0
false
0
0
0
1
"eehp16n"
0
"t3_ahpapc"
0
0
0
0
"t1_eehgzzm"
0
1
0
0
0
0
"fatlogic"
0
"Is he dead now from a tragic drowning accident? Asking for a friend."
0
0
0
0
0
"What_A_Smurf"
0
0
1,547,075,113
1
0
0
0
0
0
false
0
0
0
0
"edo5n5f"
0
"t3_aebbiv"
0
0
0
0
"t1_edo4j6s"
0
61
0
0
0
0
"Blackops4"
0
"What? The claim is 2018 best shooters. Not overall best shooters"
0
0
0
0
0
"DrelltheUnclean"
0
0
1,547,999,061
0
0
0
1
0
0
false
0
0
0
0
"eejfjoa"
0
"t3_ahuxe8"
0
0
0
0
"t1_eejfhn0"
0
41
0
0
0
0
"TIHI"
0
"That's professor [NAME] to you, savage!"
0
0
0
0
0
"scotty61990"
1
0
1,548,207,116
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0
0
0
0
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false
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0
0
"eeqi8r7"
0
"t3_aiu6i3"
0
0
0
0
"t3_aiu6i3"
0
36
0
0
0
0
"dating_advice"
0
"Let go or you will be dragged"
0
0
0
0
0
"dualme"
1
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1,546,313,965
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0
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false
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"eczowjx"
1
"t3_abehvh"
0
0
0
0
"t1_eczoc0l"
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37
0
0
0
0
"Padres"
0
"No we're getting Kinsler and be happy with it"
0
0
0
0
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"jailguard81"
0
0
1,547,078,767
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"edoa8hc"
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"t3_aea6mz"
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"t3_aea6mz"
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"facepalm"
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"Of course he will lie cheat and steal to make him self relevant to the public. Horrible person."
End of preview (truncated to 100 rows)
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GoEmotions

GoEmotions is a corpus of 58k carefully curated comments extracted from Reddit, with human annotations to 27 emotion categories or Neutral.

  • Number of examples: 58,009.
  • Number of labels: 27 + Neutral.
  • Maximum sequence length in training and evaluation datasets: 30.

On top of the raw data, we also include a version filtered based on reter-agreement, which contains a train/test/validation split:

  • Size of training dataset: 43,410.
  • Size of test dataset: 5,427.
  • Size of validation dataset: 5,426.

The emotion categories are: admiration, amusement, anger, annoyance, approval, caring, confusion, curiosity, desire, disappointment, disapproval, disgust, embarrassment, excitement, fear, gratitude, grief, joy, love, nervousness, optimism, pride, realization, relief, remorse, sadness, surprise.

For more details on the design and content of the dataset, please see our paper.

Data

Our raw dataset can be retrieved by running:

wget -P data/full_dataset/ https://storage.googleapis.com/gresearch/goemotions/data/full_dataset/goemotions_1.csv
wget -P data/full_dataset/ https://storage.googleapis.com/gresearch/goemotions/data/full_dataset/goemotions_2.csv
wget -P data/full_dataset/ https://storage.googleapis.com/gresearch/goemotions/data/full_dataset/goemotions_3.csv

See the data folder for more detailed data information.

Data Format

Our raw dataset, split into three csv files, includes all annotations as well as metadata on the comments. Each row represents a single rater's annotation for a single example. This file includes the following columns:

  • text: The text of the comment (with masked tokens, as described in the paper).
  • id: The unique id of the comment.
  • 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).
  • separate columns representing each of the emotion categories, with binary labels (0 or 1)

The data we used for training the models includes examples where there is agreement between at least 2 raters. Our data includes 43,410 training examples (train.tsv), 5426 dev examples (dev.tsv) and 5427 test examples (test.tsv). These files have no header row and have the following columns:

  1. text
  2. comma-separated list of emotion ids (the ids are indexed based on the order of emotions in emotions.txt)
  3. id of the comment

Visualization

Here you can view a TSNE projection showing a random sample of the data. The plot is generated using PPCA (see scripts below). Each point in the plot represents a single example and the text and the labels are shown on mouse-hover. The color of each point is the weighted average of the RGB values of the those emotions.

Data Analysis

See each script for more documentation and descriptive command line flags.

  • python3 -m analyze_data: get high-level statistics of the data and correlation among emotion ratings.
  • python3 -m extract_words: get the words that are significantly associated with each emotion, in contrast to the other emotions, based on their log odds ratio.
  • python3 -m ppca: run PPCA (Cowen et al., 2019) on the data and generate plots.

Tutorial

We released a detailed tutorial for training a neural emotion prediction model. In it, we work through training a model architecture available on TensorFlow Model Garden using GoEmotions and applying it for the task of suggesting emojis based on conversational text.

Citation

If you use this code for your publication, please cite the original paper:

@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}
}

Contact

Dora Demszky

Disclaimer

  • We are aware that the dataset contains biases and is not representative of global diversity.
  • We are aware that the dataset contains potentially problematic content.
  • 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.
  • The emotion pilot model used for sentiment labeling, was trained on examples reviewed by the research team.
  • Anyone using this dataset should be aware of these limitations of the dataset.

Dataset Metadata

The following table is necessary for this dataset to be indexed by search engines such as Google Dataset Search.

property value
name GoEmotions
description GoEmotions contains 58k carefully curated Reddit comments labeled for 27 emotion categories or Neutral. The emotion categories are _admiration, amusement, anger, annoyance, approval, caring, confusion, curiosity, desire, disappointment, disapproval, disgust, embarrassment, excitement, fear, gratitude, grief, joy, love, nervousness, optimism, pride, realization, relief, remorse, sadness, surprise_.
sameAs https://github.com/google-research/google-research/tree/master/goemotions
citation https://identifiers.org/arxiv:2005.00547
provider
property value
name Google
sameAs https://en.wikipedia.org/wiki/Google
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