text string | label int64 |
|---|---|
mood can be caused by infectious diseases, nutritional deficiencies, neurological conditions, and physiological problems. | 0 |
With all of this unnessary family drama, I feel like moving far away and starting over again. From one thing to another I just feel . Hope I get through this | 1 |
I'm going to keep banging on about this, cos it's true. What you focus on, you get more of. Stop telling yourself you're or . Tell yourself you're happy, strong, confident, powerful. Not only cos you ARE, but cos your brilliant mind listens to what you tell it. pic.twitter.com/gBQn7yEjsJ | 0 |
Ugh. Woke up to the same acne covered face this morning... Yyayyy???? | 0 |
Portable Transparent Tobacco Rolling Machine pic.twitter.com/k7Sb0Q11fW | 0 |
Certain medications are known to cause mood in a significant number of patients. | 0 |
I feel so sad because i can't be happy, and that makes me more unhappy | 1 |
I went to church with my mom and a huge chunk of the sermon was basically if youre its because your faith is weak and ... this is why I dont go to church or tell my mom Im on antidepressants ??????? | 1 |
No love here.... pic.twitter.com/FuvBXIPRnu | 1 |
I see so many people moving forward with their life and doing great things and here I am doing absolutely nothing???????? pic.twitter.com/yiiq7LQqk7 | 1 |
Didnt get to live through the but Ive sure been to a lot of steak and shakes | 0 |
bro why is everyone so and blacked out? i was gone for 5 hours and all hell broke loose | 0 |
So Im trying to help myself. To understand my depression. Im reading a book named The Chimp Paradox. Amazing book but Ive a lot of therapy to do ?? Brain training. Ill get happy. | 1 |
i just need for someone to rub my head tonight ... | 1 |
There days where I wanna end my life so bad because of my little sister. My parent I call her names and I am spoiled the one but yet she get everything and goes into my room takes everything. She the one that I am scared also who hurts me the most. . | 1 |
Your inner bitch will do all she can to convince you that everything is hopeless and you are beyond . She loves you being cos she has a captive audience to listen to her negativity. Don't fall for her BS! Nothing is ever as hopeless as she makes out. pic.twitter.com/dBXeDgF3eR | 0 |
Well i guess no clockwork for me ???? | 1 |
"It's all pointless.." - a statement a brain would make. Non-depressed brains would probably never come up with it, no matter how bad life was. Ultimately life does look pointless. But we're here. You & I. Alive. Now. Please grab onto life & hold on. | 0 |
Have you ever danced till you fainted! It has a great feeling especially when you feel depressed | 0 |
You keep losing your self respect , if u keep giving them chances.?? | 0 |
A to life is so important. Its very possible... by being in a mood youre depressing your immune system, meaning you cannot fight diseases as best you can. Drs. Joan and Peter Cohn. Get out there and spread today! | 0 |
Cant eat. Cant sleep. Everything is just falling to pieces ?? Im so tired of watching my world crumble | 1 |
I'm stuck around 885 for so long I haven't gained a follow today! 1!!1!1!1! Im now Gonna /s | 0 |
Today I ate 1 month old rancid meat because I forgot what month it was. . | 1 |
It always hurts to be the one who cared more ?? | 1 |
I'm having trouble catching my breath. | 1 |
Plum Blossom Patterned White Ceramic Smoking Pipe | 0 |
just got my phone confiscated for doing an anxiety test great. whelp bye again. | 0 |
I normally dont talk about myself. But i feel like shit. I just lost my challenge match in tennis so now my position is going down. And i wouldnt be so mad if the didnt call balls that were on the line. Like come on girl. Stop cheating. | 1 |
The world I was raised in there is no give in take just take,take,take,take,take,take,take,take even when you don't think you have anything left to give the world wants that to. I could go for some positive vibes today. | 1 |
Everyone tells me the pain will fade. Maybe I dont want it to, its the only thing that still connects me to you | 1 |
When I say "I want to die", they say"Let's do it, no one gonna care you anymore" It's make me feel pity of my life more. I just want someone to hug me when I cry. But it not gonna happen." | 1 |
Apparently a mosquito bit the inside of my thigh and all I can think of is how thats the most action Ive had in months. | 1 |
Why do I always feel the need to document my attacks? So I look back and see how dumb and helpless I look? Just a bad one. Havent had them in a while. I need tips and tricks to shorten them. | 1 |
I miss my mom. The dreams are too much. | 1 |
I feel so confused Right now... One topic is telling me- you gotta move on or ditch this dude.... Another topic appeared saying- let's have a good time baby... What the fuck dudes.. | 0 |
Often I go to bed as soon after dinner as seems adult (I mean I try to wait for dark) in order to push away from the massive pain in sleeps frail wicker coracle. | 1 |
When i have nobody to talk to. Nobody to rely on. Trap in my own space. Living becomes so meaningless. ? | 1 |
low-key high-key im not at kcon la rn?? I WANNA GO SO BAD OMG yall better catch me next year at kcon la 2020 having high-touch with my boys seungwoo and eunsang akshsj | 0 |
Cavalry Style Electronic Cigarette pic.twitter.com/3ia1npbgPU | 0 |
Im so fuckin upset rn. Not coming back to twitter for a while. Im so fucking done with everything rn. This sucks. | 1 |
You all ever heard a song so good but now you cant remember it | 0 |
I am so forlorn there are no words to express it accurately...... | 1 |
Nobody chooses to be . But we do have the power to choose how we deal with it. We can give in & let the black dog hound us. Or we can choose to fight the inner b*tch that keeps us prisoner. Start by choosing to ignore her voice & choose thoughts instead. pic.twitter.com/qQNAgbgC1I | 0 |
Sometimes I wonder if Tom Selleck ever thinks about me and then I remember that Tom Selleck has absolutely no idea who I am. | 0 |
If you cheat, you are trash. I don't care what the situation is, doesn't matter. Nobody deserves to fall asleep at night wondering why they weren't enough?? | 0 |
Since someone deactivated, i don't know who So i m now Gonna | 0 |
How do u know if your ?? Asking for a friend | 0 |
Ive done enough today time 2 he | 0 |
I am the writer of my own disasters | 0 |
IN NEED OF My WAVES and little CURLS | 0 |
of course my only follower unfollows | 0 |
Older people may have cognitive symptoms of recent onset, such as , and a more noticeable slowing of movements. | 0 |
This is a tragic day lads ?? pic.twitter.com/QvHVGfnJFZ | 0 |
A person may report multiple physical symptoms such as fatigue, headaches, or digestive problems. | 0 |
Insomnia is common among the . In the typical pattern, a person wakes very early and cannot get back to sleep. | 0 |
A lot of people but they don't know me well. | 1 |
EdGy DepReSsEd TeEnAgEr blacked out my pfp pic.twitter.com/bsqBWkKqZP | 0 |
so alone so tired so bored so ugly so depressed so so so so so so | 1 |
I looked for help and I got it. I looked for answers I found it. Now I need to find myself. | 1 |
Starting to feel better but still probably take me a couple more days to get better as moods do not go overnight, it sure as heck take some time. | 1 |
My man has been working out of town for a year already & I still cry every time he has to leave :( | 0 |
my 8 year old cousin stopped sharing her location with me | 0 |
When I don't have anything to distract me, I just find myself peering down the balcony and seeing my bloodied self on the ground. | 1 |
Smiling had been always natural for me. It was easy to conjure up on my face. Now it became one of the hardest things to do in my life, next to living. | 1 |
I always hated suicide. But now that I think about it, it seems comforting to try. | 1 |
Sometimes I don't want to think because I know that my mind will definitely plunge into imagining the life that will never happen. | 1 |
As a writer, it always hurts me to write happy endings when my life doesn't even have anything you can call happy since the beginning. | 1 |
When you've forgotten how to speak when you haven't had anyone to listen to you for a long long time. | 1 |
I had everything and I have nothing. | 1 |
The sad thing when you lie all the time is that when you say the truth, it always sounds like a lie even to yourself. | 0 |
When you have gone through many betrayal and disappointments in your life, you realise that it's better to keep people a few feet away from you. | 1 |
Silence might be suffocating and unbearable but you can't deny its comfort when you need it the most. | 1 |
so like... i lost all my followers but when i press the thingy to show who im following and who my followers are, theyre all there... Send help ????? | 0 |
I was not, am nott and will not be enough | 1 |
hi sorry ive been so inactive lately ive been | 1 |
Imagine having a figure like ffs Id never wear clothes! shes just bloody perfect - wish I hadnt seen these photos pic.twitter.com/EKeUu6aXvY | 0 |
I admit I have been the last 24 hrs. I have barely been smiling and just cannot shake it right now. | 1 |
Never in my life have i ever been included. Then when I had my daughter i still never got included on my own 24.7 and now I have 2 kids still it happens to me. pic.twitter.com/Bt9J2yE4Zz | 1 |
i'd kill myself if it was that easy | 1 |
today I died to a mech in fortnite I'm and , going to blAcK ouT my profile picture smh my head | 0 |
people may be preoccupied with thoughts of worthlessness, inappropriate guilt, helplessness, hopelessness, and self-hatred. | 0 |
I'm having a good day today, might have a terrible one tomorrow, but I just want to remember that at least I had a good day. It's so easy to forget | 1 |
I think depression and grief and anxiety and so many mental illnesses really are like the ocean. Sometimes it's a great day for swimming and sometimes the waves are knocking you flat. It never fully gets better. But try to hang on to the good days guys. I will too | 0 |
Having depression is just like hell!!! Omg pic.twitter.com/AeMNWwFdg8 | 1 |
oh no Bennys my love, my life came on shuffle and Im pic.twitter.com/gg7pWVFvat | 0 |
I feel like I broke myself. I feel fractured and tired and I can't stop blaming myself like a broken record. I'm finding it so difficult to just survive, but I am surviving and so are you. I guess we can do this | 1 |
Thank you everyone for your support. I've been struggling with a lot and you've really helped me feel a bit more human and a bit less alone. I hope you guys are feeling less alone too | 1 |
I am not even a nobody to anyone | 1 |
You wanna know what is sad? Having a broken family while dealing with a broken heart. | 1 |
Well, I just had the most depressing dream. It was when I finally found a beautiful girl to call my own, and we had a long, lovely kiss. ?? Only to discover.........it was only a dream. ?? Thank you, dream, for messing me up inside with a LIE! | 1 |
This morning I have got my anxiety, and it was so fucking sickkkk bro pic.twitter.com/tOEuxQLIad | 1 |
Ya girl was really excited to sign up for informed delivery through USPS so I could see what fun stuff was coming in the mail... plot twist its all just bills | 0 |
I hate Twitter. Anyone or today, here are my . pic.twitter.com/q6kKhO7MCR | 0 |
Dear Life: Please be gently to me. | 1 |
I almost died when i was a baby because i was in the womb for an additional month, i went while in the womb and it burned my skin, went in my mouth and i stewed in it for a while. I had to be rushed to NICU and they put tubes in me. Sometimes i wish i didnt make it | 1 |
Why is it when girls got broken they cut their hair? depression always got me here i ?? | 1 |
Not felling the best right now... Life and anxiety is getting the best of me?? | 1 |
I hate having/being crushes/in love ugh | 1 |
I'm gonna see you one last time | 1 |
End of preview. Expand in Data Studio
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
Depression Detection Dataset
Dataset Description
This dataset contains 2,000 Twitter posts annotated for depressive language patterns and emotional distress indicators.
Dataset Summary
- Size: 2,000 samples
- Source: Twitter posts with mental health indicators
- Task: Binary classification (depressive vs. non-depressive content)
- Language: English
Data Fields
text: The tweet/post content (string)label: Binary label (0 = non-depressive, 1 = depressive)
Dataset Statistics
- Total Samples: 2,000
- Label Distribution: Balanced binary classification
- Average Text Length: ~50-150 characters
Intended Use
This dataset is designed for:
- Training depression detection classifiers
- Research in mental health NLP
- Building psychological safety systems for LLMs
- Academic research on computational psychiatry
Licensing
License: Creative Commons Attribution 4.0 International (CC BY 4.0)
You are free to:
- Share — copy and redistribute the material
- Adapt — remix, transform, and build upon the material
Under the following terms:
- Attribution — You must give appropriate credit
Citation
If you use this dataset, please cite:
@dataset{depression_detection_2025,
title={Depression Detection Dataset for LLM Safety},
author={LLM Psychological Safety Project},
year={2025},
publisher={HuggingFace Datasets},
url={https://huggingface.co/datasets/indominousx/depression-detection}
}
Ethical Considerations
- This dataset contains sensitive mental health content
- Should be used responsibly for safety research only
- Not intended for clinical diagnosis
- Privacy has been preserved by anonymizing source information
Contact
For questions or issues, please open an issue in the GitHub repository: https://github.com/indominousx/LLM_Pscho_Safety
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