Datasets:

XuehangCang
/

emotion-417k

text stringlengths 2 830	label class label 6 classes
i have this tendency of feeling numb when something bad happens and then after few days i feel the pinch	0sadness
i filled the bottle and i must admit to feeling a little apprehensive as i opened the nozzle and raised it to my lips but again it was very nice clean tasting water albeit a little warm	4fear
i mean people watch soapseries with a lot of drama because its human to feel amused by malicious pleasure	1joy
im feeling or who fucked me off that week	3anger
im at my best with a variety of tasks to work on during different parts of the day because it keeps me from feeling agitated and from losing focus	3anger
i found i was feeling drained and lacked energy afterwards wishing mothers respite time was sooner but had planned it for a time i wanted to be there for my best friend who was having radiotherapy	0sadness
i do not feel safe posting there that s the bottom line	1joy
i am feeling a bit bashful	4fear
i have i feel deprived and downright cheated because they are so much better than his second family the powells	0sadness
i want to feel amazed by my own words by my own explanations i want o feel seduced my them enjoy hearing myself reading myself	5surprise
im thinking all day is work and im tempted to just sit down and knock some orders off i feel like i have all this precious time and im supposed to be doing something and im wasting it	1joy
i feel very free when i m running	1joy
i didnt feel part of it and i wasnt outgoing enough to throw myself and my professionality at them	1joy
i havent been feeling much enthusiasm for my series for some time now and im amazed that sourcebooks even bought it	5surprise
i feel a little low about being in japan and i always feel pangs of guilt when i fail to appreciate my living situation and decisions	0sadness
i was feeling doubtful upset sad about stuff with ethan again as i have before	4fear
i cant help feeling all giggly when im around her	1joy
i had to definitely tap into my brain and re wire my thinking to more positive encouraging thoughts because when i started the minute warm up and was aware that a minute run was in my very near future i was feeling disheartened	0sadness
i have noticed that i respond exactly as hes describing that im happier after a walk that i feel more creative and im more patient	1joy
i have said that ill show him around but i feel hesitant about it	4fear
i continued to watch feeling a strange sense of unease i decided this new found trend wasnt for me	4fear
i havent posted in a while because i have been feeling terrible	0sadness
i started reading i feel more and more convinced that this is something that can start really work	1joy
i feel comfortable asking my mother to pay for this	1joy
i feel the teensiest bit homesick and pining for london i just think about how hideous it was on my one hour tortuous tube journey and then i feel very very lucky to be here	0sadness
i feel very passionate about in reading information provided by these organizations my eyes were opened to understanding that this is a concept that doesnt just support children who are differently abled but it supports all children	1joy
i feel burdened and exhausted by the time i get a chance to write them back	0sadness
im feeling inadequate	0sadness
i don t know what i have to say to him asides that i am feeling really crappy and physically sick too	0sadness
i feel excited just exams left to freedom m wish me superduperreally luck	1joy
i don t know whether to feel reassured or not by a href http www	1joy
honestly	3anger
im starting to get the feeling that im taking on a few too many projects however im ok with that	1joy
i sniggered as i bent forward and began kissing his throbbing cock as i raised a leg until it rested alongside his chest on the bed i feel soooooo naughty	2love
i feel totally greedy	3anger
i feel so blessed to know that i am prayed for along with all the other missionaries everyday	2love
i have my girlfriend here which i love but i just keep tidying up putting things away and im the one that thinks about food sometimes if we dont have food and i dont realise we wont really have anything to eat and i feel all the pressure is on me and i keep getting irritated	3anger
i feel like i deserve an apology even if she did think it was pretty lame	0sadness
i feel insecure i try to remember what initially brings me close to you and capture my attention and i do remember	4fear
i didnt feel shy or awkward any more and she was trying to nurse her doll	4fear
i prided myself last summer when i was in quebec for not feeling homesick while all my other friends were freaking out	0sadness
i am feeling positive about this week with a sense that good things are going to happen for those who most need them those who have persevered and endured all the while standing steadfast in faith trust and belief	1joy
i feel cool glass against my lips and open them	1joy
i always feel a little melancholy on the day before the childrens birthdays	0sadness
i was really feeling it after or but felt it was a bit wimpy to stop then	4fear
i worked hard to finish both my ba and ma and i feel like im being punished	0sadness
i feel like since my sweet baby duck has come along ive kind of dropped the whole bible study thing and mostly find myself praying through the day	2love
i feel the critique was successful and if i had to change anything about this final project i would likely add a bit more character to the animation in general	1joy
i m not feeling on cloud im no more get mad	3anger
i was really concerned a week ago but im feeling more optimistic	1joy
im in love with the feeling of being fucked up	3anger
i feel intimidated that someone at least double and perhaps triple my age was sprinting past me on heartbreak hill	4fear
i also feel a strange feeling which i will call guilt	4fear
i feel this way about all relationships romantic platonic and friend zoned friends that dissolve	2love
i have fallen prey to petty feelings and petty thoughts	3anger
i feel doomed to live out my already lonely life alone fading into the darkness like leaves turning and falling from a tree	0sadness
i had to take it in intervals feeling somewhere between furious and bursting into tears	3anger
ive become a little more interested in the sangha and i already feel a lot less troubled by the things that are on my mind with only the exceptions of school and my love life	0sadness
ive been feeling maybe not unbelievably energetic but im getting through the day much better	1joy
im not feeling too assured yet because i remember when i was weeks with the girls my doctor told me everything looked great and my chances for pre term labor were low and three weeks later he was telling me that i might lose my daughters	1joy
i was feeling very submissive and was allowed to suck my sir s cock for quite a while	0sadness
i recently tweeted i am feeling more sure of myself when it comes to diving into coding even if my successes are not so great	1joy
i retreat when i m feeling beaten	0sadness
i tend to run away from situations where there is a risk of feeling or looking stupid and being judged	0sadness
i feel like a vicious teenage girl that is lacking sleep	3anger
i go to a future pantheacon event and theres another group protesting the still all biolgoical women only ritual i will be sitting on the outside with the women feeling rejected and unloved	0sadness
i just find it ironic that most of the doors that get slammed on me are slammed by people who bitch that they don t feel accepted	1joy
i started feeling anxious in church every sunday for no particular reason	4fear
i dont hear from you in response to this i will go ahead and delete you from my list with no hard feelings and my sincere wishes for you to have a happy ever after	1joy
i was a teenager but i remember feeling very welcomed	1joy
i started to feel safe and like i belong with my family for the first time ever	1joy
i feel like gin is vile and causes misery while beer makes everyone happy	3anger
i am mad sad hurt betrayed i feel unloved unwanted used abused those are the few words that come to mind	0sadness
i am feeling a little proud	1joy
i could feel the horse beneath me hear the leather of the saddle creak and when the horse cantered i was scared and thrilled at the same time	4fear
i don t feel creative generally	1joy
i feel oh so glamorous looking super fabulous sometimes im insecure something i cant ignore all the flashing cameras try my best to handle it im just the girl next door i can hear the rumors take off	1joy
i thought that maybe that theres nothing there feeling i had is what so many women have if asked to locate submissive tendencies within themselves	0sadness
i don t know how i feel i guess it s one of those moments where you want to feel like you re accepted even though whatever you did or did not get mattered to you the most	2love
i really appreciate any comments you may have on my posts and feel free to share your stories too	1joy
i am feeling really un glamorous right now	1joy
i fell particularly satisfied for all the victims and the taxi driving community as a whole and i hope that they feel reassured to see this man go to prison	1joy
i just feel so hostile	3anger
i was initially so attached to im feeling irritated im deadwood and things arent going my way i couldnt see this	3anger
i feel about myself the more determined i get	1joy
i really have no direction or purpose because i dont have a job or anything like that but i have hit rock bottom on feeling useless	0sadness
i feel beaten by my own body	0sadness
i feel like im getting back to my senses i feel some sort of vital strenght even the old familiar pains seem to be taking a step backwards	1joy
i wonder how all of the victims of these foul priests feel about their petty suffering im of the opinion that this pope has to go by fair means or foul he should be retired a drop of something in the chalace at mass would do the trick and be replaced by a somewhat more contrite person	3anger
i feel like im losing my ever loving mind and days i think ive got this handled like olivia pope	2love
i feel dirty unclean unorganized	0sadness
i am feeling agitated easily now	3anger
i cant shake him off me or stop feeling curious about what he is doing without me	5surprise
i say it the action feels less sincere less real	1joy
i dont know why i feel so shocked but i am human and that is how i feel at the moment	5surprise
i still feel so distraught every day i feel like i need to work out how to get over this break up once and for all	4fear
i feel stressed about having a lot of assignments to do but i dont do it and then i get stressed about not doing it and end up being all stressed up for nothing	0sadness
i don t know about you but with the advent of nicer weather and the hope that i ll be back in shorts t shirts and teva s in a couple of months i feel re invigorated in terms of reaching my physique goals	1joy
i feel that roxie would adapt very easily to living inside and would really love the attention she would get from a devoted family	2love
i feel like since my sweet baby duck has come along ive kind of dropped the whole bible study thing and mostly find myself praying through the day	1joy

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Dataset Card for "emotion"

Dataset Summary

Emotion is a dataset of English Twitter messages with six basic emotions: anger, fear, joy, love, sadness, and surprise. For more detailed information please refer to the paper.

Dataset Structure

Data Instances

An example looks as follows.

{
  "text": "im feeling quite sad and sorry for myself but ill snap out of it soon",
  "label": 0
}

Data Fields

The data fields are:

text: a string feature.
label: a classification label, with possible values including sadness (0), joy (1), love (2), anger (3), fear (4), surprise (5).

Data Splits

The dataset has 1 configurations:

split: with a total of 416809 examples split into train, validation and split

name	train	validation	test
split	333447	41681	41681

Citation Information

If you use this dataset, please cite:

@inproceedings{saravia-etal-2018-carer,
    title = "{CARER}: Contextualized Affect Representations for Emotion Recognition",
    author = "Saravia, Elvis  and
      Liu, Hsien-Chi Toby  and
      Huang, Yen-Hao  and
      Wu, Junlin  and
      Chen, Yi-Shin",
    booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
    month = oct # "-" # nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D18-1404",
    doi = "10.18653/v1/D18-1404",
    pages = "3687--3697",
    abstract = "Emotions are expressed in nuanced ways, which varies by collective or individual experiences, knowledge, and beliefs. Therefore, to understand emotion, as conveyed through text, a robust mechanism capable of capturing and modeling different linguistic nuances and phenomena is needed. We propose a semi-supervised, graph-based algorithm to produce rich structural descriptors which serve as the building blocks for constructing contextualized affect representations from text. The pattern-based representations are further enriched with word embeddings and evaluated through several emotion recognition tasks. Our experimental results demonstrate that the proposed method outperforms state-of-the-art techniques on emotion recognition tasks.",
}

Contributions

Thanks to @lhoestq, @thomwolf, @lewtun for adding this dataset.

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Size of the auto-converted Parquet files:

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Number of rows:

416,809