Datasets:

Noobie314
/

mental-health-posts-dataset

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 3 new columns ({'main_label', 'post', 'sub_label'}) and 3 missing columns ({'subreddit', 'Unnamed: 2', 'selftext'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Noobie314/mental-health-posts-dataset/trainingData/final_sampled_dataset.csv (at revision 12d6bd5f9a5dbf2874abbf46cdae64a443d805fc)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              post: string
              main_label: string
              sub_label: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 609
              to
              {'selftext': Value(dtype='string', id=None), 'subreddit': Value(dtype='string', id=None), 'Unnamed: 2': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 3 new columns ({'main_label', 'post', 'sub_label'}) and 3 missing columns ({'subreddit', 'Unnamed: 2', 'selftext'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Noobie314/mental-health-posts-dataset/trainingData/final_sampled_dataset.csv (at revision 12d6bd5f9a5dbf2874abbf46cdae64a443d805fc)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

selftext string	subreddit string	Unnamed: 2 string
I have several diagnoses… major depressive disorder, generalized anxiety disorder, obsessive compulsive disorder, dysthymia, ADHD, panic disorder. Probably more, who knows. Wouldn't be surprising (lol) I've had panic attacks since I was 7-8 and have shown major signs of depression since 9-10. I'm 27 now so that's like...	depression	subreddit
Currently I am in a spica cast from my chest down to my toes and it fully covers both my legs and my chest just below my nipples. And even my fucking dick is broken and the doctor said it might never be the same again and it'd be a miracle if I can get n keep an erection. So my body is casted both my legs are casted wi...	depression	depression
As a child I was diagnosed with reactive attachment disorder. My biological mother would leave me in closets and lock me in my bedroom to cry for hours, never took care of my needs, and as a result I was completely unable to make eye contact with anyone or express affection towards my mother at as early as six months o...	suicidal	suicidal
I sleep for average 15 hours, and it has destroyed my life, and my hopes of getting better. I have talked to the doctor and they say there is nothing they can do and I need to exercise more, but I hardly eat, and I dont have the motivation to go out and get food - I am truly starting to believe the only way out is dea...	depression	anxiety
With all this depersonalization/Derealization stuff, Anxiety disorder, and new antidepressant (zoloft). I fear that i will never be okay. I miss the past so much. My pre panic attack days were rough, but i took it for granted. My life changed so quickly and I'm just so sad tbh.	depression	addiction
I've had mental disorders throughout my entire life. When I was a child I used to have a brain fog so severe that I would always make careless mistakes that no one else would make, so much so that at one point I was fully rejected at school. Not because I was rambunctious or hyperactive, just because I was considered t...	depression	eating_disorder
What else is there to stick around for. No obligations, no pain for others, no real reason to exist for yourself. I guess that's when you know it's time	suicidal	0
I've been going through ALOT lately, and i really just wish i could end it all, i cant take it anymore, i want peace, i want to be able to sleep forever and just not care about anything. But i'm too scared to do it myself, but if someone else killed me, i would be actually very thankful..	depression	null
It makes me the question of even attempting to feel anything at all. If I feel a gaping, pervasive nothingness at the end of the day no matter how I feel or what I do earlier, what's the point?	depression	null
I lost my job, this isn't the worst part. The only reason why I used to have a job is to support my familie financially (we neededit). They didn't even say it directly to me into my face. I only got a call. This was the last straw.	suicidal	null
I have been thinking. I have tried 1000's of things to fix it. Every day misery grows on me. I will never have the life I want and thus I will never be happy. I lost.	depression	null
I'm an over-thinker with depression and when I start having a depressive episode I isolate and prefer to be alone so I cancel plans and during this time I start to question my relationship and feel unsure whether or not I still love my girlfriend, who is perfect in every way. I ultimately decided to break up with her b...	depression	null
My whole life is nothing but the mess. I hate everything happening in my life, everything that happened and i hate everything that will happen in my life tiller I'll be independent and live alone to do whenever i want. I'm tired of if, I'm sick of it. I feel how I'm driving crazy i can't control myself and I can't cont...	depression	null
my dad keeps calling me slow minded and weak every chance he gets. for example when i practice driving and he wants to get creative like making a turn backwards and it surprises me because it's dangerous and illegal, or points in a general direction and gives confusing orders and it makes me hesitate, so he calls me sl...	depression	null
For the past 1 year I've felt suicidal. Out of that 1 year I haven't been seriously considering it until now. I feel so numb thinking about it. I have a plan, I have heroin, and a bunch of tablets to overdose on… I just feel no emotion towards it, like nothing can stop me… I really want to tell someone like my social...	suicidal	null
I work at a cafe and each team member is supposed to collect cash tips at the end of their shift. I always do it right and make sure the ppl who get cash tips have their initials on the the little paper whenever it's my turn to collect. Today as I was collecting tips, my manager (they are more of a trainer) tells me ...	anxiety	null
I've been lurking in this sub for a while and have been wanting to post about how horrible my life has been with depression; but something good, maybe even great, happened yesterday. I work at a grocery store, in the deli, it's tough but it's $16.21 an hour. Anyways, it's not fun there but I met a few kind people, one ...	depression	null
so earlier today i was fixing my controller when i suddenly had the bright idea of messing with one of my classmates who indirectly caused me a year and a half of utter pain by telling our entire class about me forgetting my bus a day earlier which caused that day to be very embarrassing, luckily i handled it pretty w...	anxiety	null
As the title says I want to kill myself and nobody gives a fuck about me. I am alone.	depression	null
Honestly, for me, it's not always terrible. I can get out of bed, I go to my job, and live a pretty normal life. However, there are days where I will go into a full out spiral and can't stop thinking about something. I gaslight myself constantly, and I'm pretty much always worrying about something. There are sometimes ...	anxiety	null
I want to give up I feel like hitting myself in the head I am not smart I am dumb maybe I should be with my mom who passed away 1 year and 4 months ago I hate having autism	depression	null
I had just turned 27 when the pandemic started. Now I'm 30… my work permit expired and the attorney I hired was incompetent so messed up my paper work which set me back a year. Unemployment won't help me, I can't work. I'm almost out of saving and still waiting on the USCIS to process my paperwork. I lost my apartmen...	anxiety	null
The last year I have never felt so alone in my life. I feel like I have absolutely no one. I have my parents but they live about an hour away so it's not possible to see them every day. Other than them I don't feel like I have anyone actually close to me. I have friends that I grab drinks with on occasion but I never s...	suicidal	null
I'm really struggling here. I am severely emetophobic (afraid of throwing up) and I am also afraid of gagging because I relate the two. I'm 23 now, but as a young child, I used to gag a lot before school because of anxiety. It happened before sports games in high school too, but stopped my sophomore year of high school...	anxiety	null
Hello everyone, I hope you guys are doing well, even if it's a little bit. I'd like you guys to talk to me, vent, tell me about your day, what you want to be, your goals, tell me about your favorite things. Sometimes some of us need a good conversation, and I'd be glad to have one with you.	depression	null
Over the last few months I've accumulated troubles with my job, troubles with the wife, troubles with my parents. Different situations that create frustration and stress. But usually, each only makes me angry/anxious for an hour or so and I can find escapes and forget about it. Last week, something snapped. I had a ...	anxiety	null
I have a lot of health issues both physical and mental and was wondering if there's a way to humanely go out? I don't like heights or sharp objects. Please don't convince me not to, I have a right to make decisions about my life. I just want to know if anyone knows of a way it can be done as humanely as possible	suicidal	null
So, just wondering about this. Whenever I Youtube advice on depression, it's always doctors or self-help coaches trying to get your money in the end. I'd like to actually hear from a person who's weathered the storm and managed to cope with depression. I'm going through a really rough patch and am dissociating. I barel...	depression	null
This one isn't about me but about a friend of mine. He (20) seems to struggle a lot with depression and mentioned it a few times but overall keeps it to himself. While our common friends now go to university or have to go to the military, he's still stuck in school because he missed 6 months last year due to his strugg...	depression	null
I recently went on holiday, with my in-laws, and it should have been a relaxing beach holiday, but almost every situation I felt my anxiety winning, I was saying no to things, felt I couldn't breathe, and my IBS was flaring up massively! Does anyone have any successful tips or coping mechanisms that help you feel more ...	anxiety	null
Hey, What are your go-to-cause-I-need-to-eat-food meals? I honestly don't remember the last time I ate the reccomended 3 meals a day and I want to try and tackle this. Also for context I have PTSD, PCOS and have a crap ton of self-loathing around my body as well so I would love any help y'all could give me :)	depression	null
I'm never going to be capable of being secure with the person I am and happy being alone. My happiness always comes being around people, but my life is always going to be alone. I'm never going to find people to stick by me and make stories with. Fuck, I'm never going to have control over my life and make it the one I ...	suicidal	null
Well - i am here to cry out my Soul a Bit. I am 28, gambling addicted since im 18 but i was aber to close the chapter for almost 3 years. Now, at the worst timing, i fell back and lost my whole money. I feel so many bad things again since two weeks and i cant hold it any longer. I love my newborn son and my wife. My wi...	depression	null
I know it's dumb but i just feel like i failed.	depression	null
She's the one person who is able to inspire my darkest depressive episodes due to her toxicity, and even though I gently tried to steer her away from behaving in such a way she continued to do so. So I'm having to ghost her, and I feel bloody awful for doing it. I know that I've got to cut her out of my life so that ...	suicidal	null
Multiplayer games like dota, cs:go, battle royal makes me stressed when played for 3-4+ hours. But single player games doesn't. That's why i quit online competitive games and play single player only (causes no issues :D ) . Suggest me a stress free multiplayer game.	anxiety	null
I had my first attack in weeks. But I'm still not out. I just keep crying. I don't want to fight anymore. I want to end it. I want to grab my blades again. But I can't. I'm not brave enough. My cat is right here and I can't. I want to end it all I want to see my friends again. They are dead and gone and I want to see t...	suicidal	null
Skipping my final (resit) tomorrow as I've only managed to study a total sum of 3 pages. 2 more resits this week, both of which I haven't been able to bring myself to prepare for for the past two weeks. Each time I open my books, ten minutes in, maybe twenty, I'm crying and out of breath because there's no way I get al...	anxiety	null
Fucking fuck why why why am I like this why why why why why why why why why why ugh	suicidal	null
there's a lot wrong so many things in my head but it's all scrambled and can't find one specific tging i need someone to take the words out of my head and make sense of them idk how long i can go like this and i wanna give up completely i'll never be nearly good enough to do what i want and im not really sure if that'...	depression	null
i hate that people care...how people will "miss" me (though they'll all move on and if anything, it'll be a good bonding experience). it sounds selfish, but i just wish no one cared so i could get it down without worrying about causing a mess, i want to destroy my relationships so no one will miss me, so no one would b...	suicidal	null
please	anxiety	null
I've overthinking a lot very lately and have been asking myself what's the point of life? I started feeling this after I came to the realization that I kept going only to achieve a certain short term goal. For example I tried I went through school to end up in a good college. Then got through college to get a good job....	depression	null
Does anybody else feel anxious if you're not multi-tasking? Especially on my days off, I find it so hard to do anything such as just enjoying a movie without feeling like I should be doing something else as well, such as cleaning, scrolling through my phone, or even just playing a game. I constantly feel like I have so...	anxiety	null
I'm sure I'll hate myself for being weak and making this tomorrow morning but idk what else to do. I'm just so done with it all. I'm 21 and just feel like a complete and utter failure. I'm tired all. Of. The. Time. I'm sick of it I can't sleep because my thoughts never stop racing but during the day I'm exhausted. It d...	depression	null
My younger brother (16) was having a panic attack in my car. He kept saying he thought he was going to die. I gave him .5 klonopin and he has never taken a benzo. He is acting extremely weird and is saying his through and chest hurts. It's been two hours since he has taken this. Is this okay?	anxiety	null
It's painful af to be a lonely person with no one close to you, but when the time comes it will be like a blessing. At least I won't feel guilty killing myself	suicidal	null
I'd made so much progress. I lost weight, made friends, and was feeling so much better than normal. I was happy for the first time in months. I knew a girl for years, and we were best friends. We'd been best friends for years, and I started to like her, but she started acting and talking in ways I didn't like. She mad...	depression	null
This seems like it's going to be really difficult to explain but I will try my best. My apologies in advance if this doesn't make sense. I think I have known for a while that I am depressed and I think it's gotten a lot worse recently. I know my mom was diagnosed for depression when I was younger so I'm not sure how m...	depression	null
I'm 21 years old, struggle with MDD, GAD, Panic disorder, Social anxiety disorder and body dysmorphic disorder. I've especially been really struggling this year due to a big break up with some unwanted drama that only ended up hurting me more to being the point of being classified as traumatic. I've been trying to get ...	suicidal	null
I don't want to die... I really really really really really don't... But staying alive isn't providing me any enjoyment... Everything just crushes my spirits. I don't expect any goodness anymore. I don't expect good luck. I only expect the worst case scenarios for everything. Because I'm cursed to always fail. Always ...	suicidal	null
This morning, my alarm woke me up abruptly and I was laying on my back and felt my heart beat pound hard. It wasn't really fast or anything, but it was just really amplified. It also felt weird. I don't know to really describe it. It didn't feel like a "skipped beat" per say because I get those too and it wasn't the ...	anxiety	null
I'm just really happy because I've been struggling for a while and been doing everything I can to regulate myself and my anxiety- and it's still not enough. I've been at a low point. My therapist brought meds up and I'm going to try them :) we'll see how it goes.	anxiety	null
I've been a live in supervisor where I work for going on 3 years now. I do CNA work. When I'm “off” I can't leave until 9am and I have to be back by 7pm… I still have to do breakfast and morning meds by 9 and I have to be back by 7pm and do night meds and I don't get paid for any of it. But I do live here for free and ...	depression	null
Hey, I was hoping someone might be able give some advice. I take three antidepressants - 45mg mirtazapine, 37.5mg Venlafaxine and 10mg amitriptyline which I get posted to me. I missed the postman when it was meant to arrive and with the way the post has been I haven't been able to schedule a redelivery, I've tried goi...	depression	null
Hi, thanks for reading. I know this is not an advice sub but I desperately need some from a stranger. Any really. (post below) Not sure if I was sexually coerced abroad (19m), think I have an STD - may have passed it onto my girlfriend (20). Please help. I'll just start with the fact that this is probably the most d...	suicidal	null
I was talking with someone recently. They were asking about my future career prospects, what I plan to do, etc. I mentioned that, actually, I want to keep doing jobs like the one I have currently. For context, I work a cleaning night shift job, and it's super straightforward, repetitive, and easy. It's leaps and bounds...	anxiety	null
I told everyone, that I have to go to the office tomorrow, but in reality I'm planning to end my life. I prepared everything, I just hope I don't survive somehow. It feels like a huge block of cement is lifted from my body. If I think about ending it, I can only smile and looking forward to it. But I still ask myself i...	suicidal	null
Why can't I just not think about anything. I want to die but I'm scared to die but it'll ease my pain. I always say shit and do shit that I'll regret. I feel like I'm pushing everyone away. I thought I got better but I'm not. Why can't I be better? Maybe I just want to disappear.	depression	null
Considering switching from Lexapro to Fluoxetine due to weight gain that came from Lexapro. Advice? Tips?	anxiety	null
I've always been somewhat socially anxious, but it's never incapacitating. Last week, I was at my freshman orientation for college, and the whole time my heart was pounding and I thought I was going to throw up. This went on for the whole 2 day event. Nothing like that has ever happened before. On top of that, I've no...	anxiety	null
Im only in high school i think about suicide every time im in the bus to home before school i think if i should skip and try to end it somehow at school i constantly wish i was dead. Almost every day and night i have times where i just lay in my bed and have this awful terrifying feeling of fear. The worst is i know ...	suicidal	null
i want to document the last week of my life. today i did nothing at all. i felt like a total vegetable	depression	null
Okay so I do have a lot of problems that i should talk about with professional's like about my separation Anxiety, Depression, Suicidal thoughts and so on but i have had bad experience with therapists were they said that they wont tell anyone but ended up telling people and now i just don't feel like i can talk to peop...	depression	null
I was prescribed 5mg Lexapro for GAD and mild OCD with instructions to increase to 10mg after one week. I would describe my anxiety as moderate. I can wake up and get out of bed, most of the eating problems I used to have (eating very infrequently) are gone, and I can perform day to day activities. However, I feel ex...	anxiety	null
I'm a fucking awful person. I've got no redeeming qualities. I'm selfish, I'm cruel, I'm annoying, and I'm pessimistic. I don't know how nobody's flipped on me yet, I don't know how I haven't flipped on anyone yet. I'm slowly drifting away from all of my friends and I know it. Any time I do anything, they're always ...	depression	null
Why can I hate myself over so little. Recently I rejected this girl and I feel terribly guilty for it. She was really nice and I would have liked to reciprocate her feelings but i couldn't. I feel like this shouldn't be a big deal, yet I can just imagine myself just shooting my brains out. At the same time I feel embar...	depression	null
It hasn't even been a day since I was fired, and I already feel like I'm back to square one. Loneliness and low self-esteem never left me, but work was distracting me from these feelings. But from now on I will have to go back to the old routine of wasting my days doing nothing, feeling sad all the time, alone, with no...	depression	null
Hi everyone, does anybody get really bad anxiety in public places (restaurants, grocery store, etc) or when driving? I literally start feeling like I'm about to pass out. I had this one time at HEB where I was completely fine, and I went to an area where it felt hot, so that made me get anxious… and I started to get di...	anxiety	null
I'm not even sure if my mom is. At night (when I have sleep issues mostly) we argue but at day we get along. My friends and I are having issues and they don't see how rude my other “friend” is who's made tons of insulting comments regarding another friend and another friend of mines relationship (like “go f* ur bf”) an...	suicidal	null
and my life was stolen from me by anxiety. I haven't barely ever felt good since December of 2018. It started with an "allergic reaction" that was really just a panic attack and my life has been extremely difficult ever since. I want to make it clear that I am not severely depressed or anything. I'm just sick of it. I ...	anxiety	null
I am on my phone alllll the time constantly checking apps for messages or updates. Spending like 6 hours a day mindlessly scrolling through apps. There are so many other things I'd like to do like read a book, watch some movies or make a DJ mix. But I feel too depressed to make any effort to get off my phone. But at th...	depression	null
My therapist and I were talking about thought errors and I've found that I've labeled life as "pointless". She asked if life is really pointless though, and unfortunately....I really believe mine is pointless. I honestly believe I don't have anything to really live for right now despite trying. I've been holding on...	depression	null
So many people that I grow with they don't want anything to do with me I know so many people from my childhood that I go up with they don't want anything to do with me I am 29 years old and I have been living in the same town all my life I know so many people from my childhood and they don't want anything to do with m...	depression	null
never fucking asked to be here and I spend every minute of every day wishing I didn't exist and it's been this way for over 10 years	suicidal	null
I first time used this formula when my depression began subconciously. Now I use it everyday and I can not stop. A lot of things don't get any result because I get angry over the smallest things and my mind makes a life devastating conclusion, if I don't correct the thing. I guess that is my way of coping with things t...	depression	null
Im undiagnosed Aspergers he says he has aspergers, too. I told him abput my abuse story lazt night and he didnt even pause the tv when he replied. Tonight he says thats adults are boring because they talk about their Ex and Abuse. Like wtf is that meant to mean. Also im all alone on New years. That sucks ive had two op...	depression	null
I had a few very awful moments in hospitals and as I result, going to clinics and hospitals triggers my anxiety. These days I've been having a few small health issues and these issues together are a bit overwhelming. I haven't been able to work for a few weeks now. I find it hard to always have to fight to obtain he...	anxiety	null
New poster here. I'm at the end of my rope. I'm 42 and have battled my mind my entire life. I recently left my emotionally abusive ex. I was financially dependent on him as I was staying home to care for his mother with Alzheimer's, when I left he emptied my account of all the money he had put into it for caring for he...	depression	null
I'm Just fucking depressed. I won't even go into the FULL sob story of a childhood I had just know both my parents left due to drugs blah blah blah and I have struggled to make it. I ended up putting myself through college and within that time, finding a way to build a relationship with my typical gen x parents who did...	suicidal	null
Idk. I've struggled with depression for awhile and my parents are constantly reminding me of how good I have things, and my dad talks about how his parents used to abuse him and how his parents were horrible to him. I feel like I haven't even been through that much. Sometimes I just want something bad to happen to m...	depression	null
If I am not expecting a loud noise and then all of sudden it comes out of nowhere, it instantly fills me with anger. Sometimes it's mild and I get over it quick, but sometimes it affects me for hours afterwards.	anxiety	null
Feel like everything just needs to stop. I'm only 24; lost custody of my 8 year old two years ago due to domestic abuse and I feel like I've lost myself. It's 17.26 and I'm already in bed cause I have nothing better to do; he was the reason I got up in the morning, I was sociable, I went out, we played I worked and wen...	depression	null
the only thing my simple brain can do on a consistent basis: write endless posts about suicide and depression. that's all i'm effective at communicating while i exist.	depression	null
I have been feeling weird lately about suicide and all of that stuff, whenever something really good happens to me or other people I care about, I have this random urge to kill myself, I never have been depressed or even suicidal before, and don't feel sad tbh, I just have that urge to end it all in moments that I trul...	depression	null
I don't want to live like this anymore. It's been a torturous life not being able to get myself to do the things I know I need to get done. I hate not being able to just DO IT. No one understands it. I'm just a stupid fucking loser to everyone. Lazy. Always taking the easy way out. Well, then fuck it. I'm taking the ea...	suicidal	null
any advice .......?	anxiety	null
If you're reading this, please help us. I'm Tran, I lived in Vietnam. In 2020 we opened a small coffee shop. Then we are forced to closed it in late of 2020 due to covid 19. Now we've have to pay the dept cost 15.000 dollars. We can't take it anymore. They're keep coming to our house every day and forced us to give ou...	depression	null
Recently I turned 18(m) and I keep getting sick from all this pressure I've been putting on myself. I mean my birthday wasn't to great I mean my dad belittled me because I said I wanted to stay with my mom till I was able to move out my now ex broke up with me 2 days after (I will say why if needed but it's not importa...	depression	null
i'm so done with everything. i am tired. i'm done. i have been thinking about many ways to kms but i think my plan's ready now. just not sure when i'll do it, maybe tomorrow?	suicidal	null
Title pretty much says it. I read my girlfriend to sleep over the phone (we don't live together) and now is one of my least favourite parts of the day. Idk what to do. Who to talk to. I can't get to sleep because I struggle to fall asleep, it will probably be a couple more hours before I can. What can I do?	depression	null
ok first of all I'm () I've never been to therapy before and I'm not even sure if i have depression or it's just a burnout or something like that but i know i have a problem so.. will therapy really help me then? I've seen a lot of people say that therapy didn't help .. so i wanted to know what the majority thinks	depression	null
My dad just yelled at me for not wanting to drive 100kms to do nothing... Like, damn, I'm already stressed with school, family, and MOVING... but ok, put more on my shoulders, make me feel like a failure even more... THANKS DAD	depression	null
There is a fast moving river less than 5min from my apartment that will take me out to sea.	depression	null
There's this woman, I love her more than any words could ever encompass. I had a chance with her and I blew it, she gave me a second chance and I wasn't ready mentally or emotionally but I was so close. However at this point she's pulled away and I think I've lost her. We talked about twin flames before, we believe we...	depression	null
If i try to kill myself and stop halfway does it count as sh or suicide attempt?	depression	null
Im actually sorry for all of you people who are still visiting this reddit daily much love <3	depression	null
I experience random chest pains/tightness on and off throughout the day and it's so frustrating. I also get random pangs of pain in my stomach and rib cramps (which I think is a separate issue because I have a rib that sort of pops on its own). None of it is unbearable. But it just sends my health anxiety through th...	anxiety	null
I'm planning on killing myself but don't know if I should quit the job I like to protect my coworkers and clients. It'll probably force me to do it as well, but what if I change my mind?	suicidal	null
I'm battling really bad depression, anxiety, ADHD, and I believe bipolar disorder. I need help and I'm working on it. This is obvi not an excuse. My puppy is almost a year old and sometimes I am extremely mean to her when I'm overwhelmed/triggered/angry. I don't want to hurt her anymore. I'm scared. She's scared of m...	depression	null

End of preview.

🧠 Mental Health Posts Dataset

This dataset is curated for mental health emotion classification tasks. It originates from the Counsel Chat Dataset available on Kaggle and has been preprocessed and restructured to suit NLP-based classification models.

📄 Overview

The dataset is designed to support the training and evaluation of models that classify user-generated mental health posts into one of the following categories:

depression
anxiety
suicidal
addiction
eating_disorder

These categories represent primary mental health concerns commonly discussed in therapy or support communities.

📁 Files and Structure

✅ `/trainingData/final_sampled_dataset.csv`

Source: Combined 20% samples from five individual emotion category files (from Kaggle).
Columns:
- posts: The actual text content of the mental health post.
- main_label: The main category label for classification.
- sub_label: A finer-grained label, not used in this version of the model.

✅ `/testingData/final_dataset2.csv`

Source: Posts collected from Reddit-like sources used as a separate test set.
Columns:
- selftext: The post content.
- subreddit: The subreddit name used as a proxy label (e.g., depression, anxiety, etc.).

🛠️ Construction Details

20% data was sampled from each category file of the Counsel Chat Dataset.
Merged into a unified format for training.
Testing data was kept separate to ensure generalization from a different distribution.

🔍 Use Cases

This dataset supports:

Emotion classification model training.
Mental health support system simulations.
Research on text-based diagnostic AI in psychology.

📜 Source

Original Dataset: Counsel Chat Dataset on Kaggle
Author: Noobie314
License: Educational & Research Use Only. Respect original Kaggle dataset licensing terms.

🤝 Citation

@misc{mentalhealthdataset2025,
  author       = {Noobie314},
  title        = {Mental Health Posts Dataset},
  year         = {2025},
  url          = {https://huggingface.co/datasets/Noobie314/mental-health-posts-dataset}
}