tanquangduong/distilbert-base-uncased-finetuned-emotion-balanced
Text Classification
•
Updated
•
2
text
stringlengths 9
296
| label
class label 4
classes |
|---|---|
i see momo feel shy momo hmmm gt me heyy momo | 3fear
|
ive been feeling really shitty lately | 0sadness
|
i feel messy and out there | 0sadness
|
i just need to find ways to feel pretty | 1joy
|
i dont know why but every time i feel like i am doing someone a favor all the time i start to feel burdened and stressed by that | 0sadness
|
i just feel distressed i dont know why though but i do | 3fear
|
i feel useful giving in what i do | 1joy
|
i know that this lady is a real athlete but this morning i am not thinking of her athletic abilities i am feeling that i am so pleased that it is jonti and her that are doing this long event and not me | 1joy
|
i like to listen to it when the weather gets warm though because it makes me feel like i m carefree and at the beach | 1joy
|
i feel stupid whenever this happens | 0sadness
|
i could feel what was going to happen at the very end but it still startled me | 3fear
|
i feel so lucky to be guest posting for kristi over at a href http www | 1joy
|
i always had this negative perception when i was asked about getting pregnant and my misscariage i always walked away from those conversations feeling somewhat offended | 2anger
|
i still wake up every morning feeling so blessed to be here and unable to believe im lucky enough to be able to call this amazing family mine for life | 1joy
|
i feel sorry for writers because even drecky writers can pay to have a pretty good cover done for them | 0sadness
|
i am feeling vulnerable nervous worried anxious and a bit lost | 3fear
|
i experience all my normal moods feel annoyed when my year old whines or my baby wants to be held while im making dinner but i no longer feel consumed by these emotions | 2anger
|
i would eventually go in to these stores but i had to work up a lot of courage and i would still feel super uncomfortable once inside which we all know is not normal for me | 1joy
|
i feel pleased with myself when i see you proud of me | 1joy
|
i dont call what i am feeling as nervous but more anxious | 3fear
|
i feel so tortured by it | 3fear
|
i made to take my mind of feeling soooo rotten | 0sadness
|
i feel like i ve welcomed freedom into my life over the past several years | 1joy
|
i feel totally ungrateful and extremely lucky | 0sadness
|
i manage to complete the lap not too far behind the front runners and am feeling pretty jubilant until i realise that this is just the warm up | 1joy
|
im feeling discouraged i can look at that and remember i can achieve the goals i set for myself and i can always surprise myself with successes | 0sadness
|
i dont hallucinate instead i slowly continue along my little path until i feel needlessly violent and overly happy about it | 2anger
|
i just got up from a nap feeling really rotten so exhausted that i feel like i could just wilt onto the floor just sitting here | 0sadness
|
i feel to be the five most important holiday films of all time | 1joy
|
ive been feeling jealous lately of bloggers going off to author readings and book si | 2anger
|
i feel him frantic now humping against my hip moaning when i suck his tongue into my mouth | 3fear
|
i feel so pretty and glamorous | 1joy
|
i come home and feel so shitty i cant bring myself to do all the work i need to do | 0sadness
|
i moved away he said something that made me feel violent but its something i still cant make out | 2anger
|
i feel you are being wronged i will back you | 2anger
|
i woke up this morning feeling content despite yesterday being a day involved in mundane paperwork that government bureaucrats revel in | 1joy
|
i know its not always as great an experience as ive set out here but if youre feeling a bit jaded and would like to remind yourself of what it was about teaching that attracted you in the first place you might like to give it a thought | 0sadness
|
before an exam which i | 3fear
|
i have my drive back and am begging to feel a little bit useful again | 1joy
|
im feeling all sentimental too and i cannot wait to be up in vermont for christmas with the whole ryan family | 0sadness
|
i feel that i have lived long enough i am leaving you with your worries in this sweet cesspool | 1joy
|
i feel like one of those dirty confidential intermediaries that i so dislike | 0sadness
|
i have a feeling there will be many sarcastic quotes in this and future posts about him yikes | 2anger
|
i feel like on my ugly days or ugly phases as i call them i m not just unattractive but that i m unattractive in an odd way | 0sadness
|
i want to stop taking it one day but also feel terrified that lots of feelings of anxiety panic will come flooding back | 3fear
|
i am feeling jealous i remind myself of this story and it keeps me on the path to better living | 2anger
|
i took a minute to appreciate the trees around me and the calming energy that they gave me at a time when i was feeling a little bit irritable | 2anger
|
i do not see but could feel that she is someone i am very reluctant to let go | 3fear
|
i always feel a little jealous of my son because when i joined the church i went almost directly into young women so i didnt learn the primary songs | 2anger
|
i learned in month of us manage to find another company and feel much peaceful without a boss who drunk and yell to his staffs | 1joy
|
i feel excited just exams left to freedom m wish me superduperreally luck | 1joy
|
im feeling well in front of the computer and in my theory for me computer are for healthy kids | 1joy
|
i figure that if i do enough radio appearances it increases the chance that i ll get good at it someday but in anticipation it feels as though i m doomed to the eternal repetition of the futile | 0sadness
|
i left the office feeling so relieved | 1joy
|
i have narrowed it down to the top items i feel are a must have to make the next year of your babys life more pleasant for the both of you | 1joy
|
i am now feeling fine if not a bit worn out and tired from a few days of sickness | 1joy
|
i left you i was feeling pretty defeated | 0sadness
|
i wind up feeling like the butt end of some divine comedy and somewhere in the universe the muses are all having a good laugh at my expense | 1joy
|
i was capable of doing the same as of late ive been feeling pretty bitter and depressed and not a lot of gratitude in general | 2anger
|
i feel guilt that i was cranky last night and didn t fully embrace my evening alone with the boy | 2anger
|
i am allowed to feel guilty about neglecting the work that was due and the part of myself that did want to do it | 0sadness
|
i only heard news that made me feel really delighted | 1joy
|
i feel that the classroom is extremely dangerous | 2anger
|
i was starting to feel alarmed | 3fear
|
i also suspect that like me those who feel like they want to die will be reluctant to share that information with anyone because it is so freaking scary | 3fear
|
i dont know what it is but i have been feeling less paranoid | 3fear
|
i do what i can to still feel like a valuable member | 1joy
|
i have a very difficult time allowing people to do nice things for me without feeling either insulted or like i m in their debt | 2anger
|
i feel sad today like legitimately bummed out | 0sadness
|
i justified in feeling slighted or am i just being ungrateful | 0sadness
|
i have carried around an audre lorde quote that i often refer to when i am feeling fearful or uncertain about things when i dare to be powerful to use my strength in the service of my vision then it becomes less and less important whether i am afraid | 3fear
|
i am starting to feel like a worthless person | 0sadness
|
during the last academic year ie just before the closure | 3fear
|
i feel like not enough people my age actually think that most are pretty devastated that their s have come and gone | 0sadness
|
i always feel dirty and used | 0sadness
|
i am feeling a lot more positive about the future of the virtual birth unit and simulation in midwifery education | 1joy
|
i feel like im back to the arms of a beloved last seen a long time ago | 1joy
|
i feel insecure around people who i marvel at people who humble me | 3fear
|
i am excited to be introduced to a new kind of library environment but at the same time i am feeling stressed about it because it means that i am not really getting a holiday | 0sadness
|
i feel peaceful secure and independent | 1joy
|
i feel beaten up and tired mentally and physically | 0sadness
|
i feel more safe now especially since my psychologist has said that its rather clear that i suffer from gender dysphoria they can see that thats not something that ive made up and im not gonna end up just being dropped to fend for myself and try and deal with it on my own | 1joy
|
i started having that creepy feeling again like she still hated me | 2anger
|
i feel it is wholly positive | 1joy
|
i feel so comfortable and happy with without having to be blood related to them | 1joy
|
i left there feeling brow beaten | 0sadness
|
i might be able to recreate the feeling when i get back into the cold fog that awaits me tomorrow night | 2anger
|
i would hate to be bit imagine if the secretary is feeling irritable that day eh | 2anger
|
i am not really in financial straits yet so why do i feel so insecure | 3fear
|
i feel like this is like fake bogart said at one point in the show | 0sadness
|
i feel that i can t trust my mentor with secrets because i am afraid that he or she would tell my parent guardian | 3fear
|
i have not written is that i am still feeling angry about something that happened on friday which seems to have invaded my happy place with recurring angry thoughts | 2anger
|
i didn t feel rushed to finish millions of things and i was able to focus on each task separately | 2anger
|
i feel just a bit grouchy | 2anger
|
i careened from feeling confident in my abilities as a writer to being equally sure that i will never ever write anything worth reading | 1joy
|
im fancy and it does it in a way without feeling too over the top or snobbish | 2anger
|
i feel strangely tranquil and happy | 1joy
|
i have i feel excited nervous and a little bit sad | 1joy
|
i finally feel excited to continue to try to lose some weight | 1joy
|
i hate even doing this because i feel like it s rude but i must say i love the blog it came from and this is no insult to the food photography because i enjoy it | 2anger
|
End of preview. Expand
in Dataset Viewer.
Emotion Dataset
This is the dataset for a sentiment analysis task. This dataset is cloned from dair-ai/emotion with the following adaptations.
The original train dataset does not have a good balance of label distribution.
label_name
surprise 719
love 1641
fear 2373
anger 2709
sadness 5797
joy 6761
I created a balanced subset from the original dataset with the following processing steps:
- Selected the four highest number labels: fear (2373), anger (2709), sadness (5797), joy (6761)
- Down-sampled the majority classes to match the minority class and reordered the label ids
label label_name
0 sadness 2373
1 joy 2373
2 anger 2373
3 fear 2373
- Split the downsampled dataframe into train, validation, and test subsets with the ratio 70:15:15. Finally, we obtained:
train_ds: 6644
validation_ds: 1424
test_ds: 1424
- Added ClassLabel to all Dataset objects for the 'train', 'validation', and 'test' datasets
- Downloads last month
- 3
Size of downloaded dataset files:
603 kB
Size of the auto-converted Parquet files:
603 kB
Number of rows:
9,492
Models trained or fine-tuned on tanquangduong/emotion-balanced