Datasets:

vedabtpatil07
/

Mental-Health-Analysis

text stringlengths 4 14k ⌀	advanced_label int64 0 4	label_name stringclasses 5 values
@DonnieWahlberg what if we are in England? x	1	anxiety
I'm bored... need to fix some of my little gliders, and do some updates for HockeyPulse, but have no energy	0	depression
@riotlainie haha i was so frustrated i just looked it up. thanks, i was freaking out about that. and i still think you like coberst more	1	anxiety
dentist.. ug! errands and shopping for europe.. annd totally dreading the 5 hour rehearsal tmrw for orchestra. my back is going to die	1	anxiety
Happy Monday! What is your BIGGEST goal this week? Now make it even BIGGER	3	neutral
@romanmgarcia yeah I'm with amber right now.. but I work at 830 tomorrow	4	casual
I love anxietal insomnia. Work in 4 hours, have had 2 hours of broken sleep already...oh yeah, today is going to rock F.M.L. And how	0	depression
What could have been so bad that he would end it all in my pool poor squirrel	2	suicide
@ShaunAcland awesome! i favourited that update Symmetrical number of updates ftw haha.	0	depression
@allan_amazing Great minds! Ive been dreading 2012 since I was 18	1	anxiety
Starting to build a reference library, don't know what if any book wil result, may just end up with a need for mountains of shelves	1	anxiety
I was told I can't go on another cruise. have fun who ever goes.	2	suicide
My hand coordination damn bad. omg I'm gonna kill myself now	2	suicide
Nearly fell asleep, but was jolted out of bed by a massive panic attack and now I'm not sure if I can sleep at all.	1	anxiety
@Harley_Dude thank you. It was all however self-inflicted so I can't really feel sorry for myself	4	casual
@anoony made them talk about politics, 1 of the ladies is about to kill me	4	casual
@amyelizbeth I will call you later & get her number. I also have an idea I wanna talk to you about. pickle heaven!	0	depression
@TeeRibbzz Oh well, only about 4 inches to go and you'll have me too LOL j/k	4	casual
@elieberkowitz 14K WALKUP...I kind of want to die. I'm scared of the adds	2	suicide
thinking I shouldn't have been drinking wine on a school night	4	casual
Arrrgh! Thought the word would be magnetometer for clue 3 but I got the dreaded red cross #SearchForN	1	anxiety
I got a full day of work today. Can't wait in tell i get home for some beer and tv time but i got to make the money to get the beers	3	neutral
Amon Amarth/Goatwhore show the 27th! I can't wait.	3	neutral
@RebeccaHappy I didn't make it to changecamp -- had to be at the theatre mid-morning, and closing show in the aft... buggered up my day!	3	neutral
The New Moon trailer is breathtaking. Jacob looks so... dayyym! I can't wait. I can't breathe. Jacob is SO FREAKING FIIINE!	1	anxiety
well, it's true I'm soooooooooooooooo boring I need followers to give me ideas.. the weather is very hot 40 ??C in spain... exhausted!!!!	0	depression
@revolutiontour your tweet was just included in The Longest Poem in the World www.longestpoemintheworld.com/tweet/12274/	4	casual
soo..gimme a gun to kill myself	2	suicide
Found a tea company in Sweden with lots of flavors and they ship to Finland. Problem: They don't answer emails, making it a useless site.	0	depression
Kinda scared to get in the shower since im so dizzy. If i fall over, no one will be there to catch me! well...junior.....	1	anxiety
will start the summer school in 2 day, freakin terrified here, what if i dont hv any friends?! missing binusians	1	anxiety
@AnoopdoggDesai What if there were NO Tweets tonite from @AnoopDoggDesai????	1	anxiety
@AlanCarr can't wait for the new show!	3	neutral
T fow and I found an amazing 4 bedroom house. Yes yes! Party my butt off tonight.	4	casual
I'm a failure at baking. The things I baked got burned, and so did my fingers. It hurts to type	0	depression
is very sad no seriously..... i can't do this anymore	2	suicide
In bed DREADING goin up to the school for my last final!!! this shit is gonna b hard tho	1	anxiety
@deichmann yep, it's amazing	4	casual
@30SECONDSTOMARS Sorry to be so pushy guys. Just sleep deprived & anxious about MAYBE missing Saturday hope not. love 2 all & goodnight x	1	anxiety
@kristinnsmith SurveyUSA is coming out tomorrow. Numbers don't lie... usually.	0	depression
I have to go to a party which is had by my customer to even up the numbers tonight	0	depression
This is just like last time. I'll be dreading it, but still feel fine until the day of, then I'll go crazy	1	anxiety
@ohhmygroceries I will retract my previous tweet and tweet a correction, lol. But I dunno, I think it's legit	4	casual
Heading off to the gym to lift weights	4	casual
i want to die...the love of my life is not well	2	suicide
Aaah, I can't go on yet. They told me 5 minutes.	2	suicide
Pictures of A'Dam up on Facebook... McFly are THE worst to take pics of. though.. always moving! LOL! Or maybe I was too excited! haha	3	neutral
I'm exhausted and my feet hurt	0	depression
@Belovedless I have to work. I want to die.	2	suicide
Couldn't drive home to LA. Was feeling really anxious, almost had a panic attack the conditions were the same as the day of the accident	1	anxiety
lol todays WOW: write it on your heart that everyday is the best day of the year (i know i contradict myself lol)	4	casual
@jesssicababesss what if taylor is standing next to miley.. cus taylor is stunning too	1	anxiety
@jamiev1980 no way then I can't go on holiday!!	2	suicide
Just got back from dance team car wash. SUPER tired, but happy. idk...	3	neutral
@wesaysummerrr thanks yeahh its history, just dreading the 2 essays	1	anxiety
@SoulSistaNindy what did someone do? and good morning	4	casual
My bagel is gone	4	casual
I can't do this anymore	2	suicide
Everyone loves my hair. I dont wanna wash it later!	4	casual
up allll night emptying my bodyy. Musta been the tacos off to anther boring day at workkk	0	depression
@EpicNaushinFail You have made me a very happy person. I love Skyping with you. Nothing makes my day complete without a call to you	3	neutral
@theWynk Homemade butter with your bread? Fantastic idea!	3	neutral
why is it sooo horribly cold in my room!?? I'm freaking out! really..	1	anxiety
@MandyyJirouxx it wont let me ring ur saynow number	0	depression
@MsEhenry Sorry about the useless dick part, so rude of me, But okay cant wait, we still going to the towers right or no?	0	depression
I will kill myself if summer weather doesn't come soon. All of this rain is depressing me.	2	suicide
I am sick of being sick!!!! I can't sleep anymore but I can't sit up without feeling dizzy n pukey	1	anxiety
@DonnieWahlberg your a sweetheart love you Donnie!! can't wait to see you june 28th Noblesville Indiana !!	3	neutral
@_joblankenburg what??s a pity Jo	4	casual
@mayalabeeDC3 yayyyyyyyyyyyyy! what are you doing awake anyway?thought you were exhausted. my oh my somebody's still hyper.going out with	0	depression
Interview was postponed... interviewer hurt his back...	4	casual
@SM0KEAL0T That number turned out to be a hoax...too bad	0	depression
@terrellowens81 Then I will leave it. GoodNight.. god bless and protect us through the night and carry us through another day! Dream Big	4	casual
Oh, one last thing, HAPPY FATHER'S DAY DAD! I called him this mornin' . Haven't seen him 2 1/2 years now... He's busy working Abroad.	3	neutral
@dhewlett Well happy Birthday! lol.. You going to the Vancouver con next april? Celebrate your birthday with fans!	3	neutral
@filjedi as always - I do that but depends on how excited the session is. First Day and Last Day keynotes are exciting. No tweeting then.	3	neutral
Ahhhhhh! Totaly got the greasers guy number I am happy	0	depression
exhausted. i hate going downtown in a skirt, luckily I was with my boys	0	depression
Enjoying the peace and quiet before my children wake up for school	4	casual
The Rain Makes Me Sad. Its Like I Want To Kill myself,<-	2	suicide
ARG!! IT'S 81 DEGREES! Why must it be so hot? I found out i can't go on my Washington trip.	2	suicide
@mollybuckley We'll all find out about all things iPhone/Apple when the WWDC kicks off tomorrow! Can't wait! & the new DMB album = win.	3	neutral
My eyes hurt. I am such a failure. I can't even kill myself.	2	suicide
@fashionistaz me want to diet aswell, but foods r hard to resist	2	suicide
@KING_LE_313 thanks for the follow shout~	4	casual
@motionforce In fairness to them. I'd probably commit suicide if I was on a non-network reality tv show	2	suicide
@jackyjack84 OH HOLEY SHIT u are online!!! I am stoning in front of my pc............................................ i can't go on msn!!	2	suicide
Finally!! From my very own computer	4	casual
@Roddee Can't go on that long.. How about u?	2	suicide
Fuck me, I want to die. Earlyyyy	2	suicide
Dreading my b having to go to work Tommorow.	1	anxiety
@o_Dawn_o Home today. Watching Glee on Hulu. The camera is making e dizzy! STOP switching so much!	1	anxiety
Another new mix: http://bit.ly/AnaGT .... a bit more more up tempo rump shaking house! new kit inspiring new mixes at the mo	1	anxiety
Feeling dizzy, weak, achy, and feverish. Yay.	1	anxiety
@lizroz why miserable evening sis	0	depression
2 group presentations, 1 study session, Rainy day... all on 4/20	4	casual
WWDC is tomorrow.... I'm anxiously awaiting iPhone OS 3.0, the announcement/unveiling of new iPhones, and new Snow Leopard news!	1	anxiety
@smorgs87 shaking my head	1	anxiety
@JLSFORNUMBER1 I know cos I think once they follow one person everyone will start harrasing them ! x	0	depression
Is feeling yuk! Again. I hate being sick its so non productive. So much to do and no energy to do it grrrrrrrrrrrrr	0	depression

End of preview. Expand in Data Studio

📊 Final Balanced 5-Class Dataset

Overview

This dataset is a balanced text classification dataset prepared for mental health analysis. It contains labeled entries across 5 classes, ensuring equal representation of each category for training and evaluation purposes.

The dataset is stored as a CSV file:
final_balanced_5class_dataset.csv

Dataset Structure

Format: CSV
Rows: N (update with actual count)
Columns:
- text: The input text (tweet, post, or sentence).
- advanced_label: Numerical label (0–4).
- label_name: Human-readable label (mapped from advanced_label).

Label Mapping

advanced_label	label_name
0	Depression
1	Anxiety
2	Suicide
3	Neutral
4	Casual

Example Records

text,advanced_label,label_name
"I feel so down today, nothing excites me anymore",0,Depression
"My heart races and I can’t calm down before exams",1,Anxiety
"I don’t see a point in living anymore",2,Suicide
"Just chilling and watching Netflix",4,Casual

Downloads last month: 588

Size of downloaded dataset files:

5.63 MB

Size of the auto-converted Parquet files:

3.68 MB

Number of rows:

50,728

Models trained or fine-tuned on vedabtpatil07/Mental-Health-Analysis

mradermacher/Mental-Health-Analysis-GGUF

Text Classification • 67M • Updated 27 days ago • 72