Datasets:

Jeol0519
/

redsm5_depression

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 1 new columns ({'text'}) and 5 missing columns ({'sentence_text', 'explanation', 'DSM5_symptom', 'status', 'sentence_id'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Jeol0519/redsm5_depression/redsm5_posts.csv (at revision 4a02fb5c0bba1065e7ac36f15caa07135a50317f)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              post_id: string
              text: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 484
              to
              {'post_id': Value('string'), 'sentence_id': Value('string'), 'sentence_text': Value('string'), 'DSM5_symptom': Value('string'), 'status': Value('int64'), 'explanation': Value('string')}
              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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1833, 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 1 new columns ({'text'}) and 5 missing columns ({'sentence_text', 'explanation', 'DSM5_symptom', 'status', 'sentence_id'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Jeol0519/redsm5_depression/redsm5_posts.csv (at revision 4a02fb5c0bba1065e7ac36f15caa07135a50317f)
              
              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)

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post_id string	sentence_id string	sentence_text string	DSM5_symptom string	status int64	explanation string
s_1270_9	s_1270_9_6	I remember after running off, I was lying in the middle of the room for weeks, in complete horror and not being able to move.	SLEEP_ISSUES	1	This post can suggest a possible changes in sleeping pattern because this problem has been a problem for two weeks. Many people with depressive symptoms experience these changes, That similar to major depressive disorder described in DSM-5
s_1270_9	s_1270_9_8	My sleep schedule was non existent, I was sleeping days and playing games or watching anime during nights.	SLEEP_ISSUES	1	This comment is related to symtom of changes in sleeping pattern, which is related to behavioral changes and problems that many people with depressive symptomatology had. Is necessary to pay attention why is the principal problem because it could be a sleeping changes to major depressive disorder in DSM-5.
s_1955_1069	s_1955_1069_2	I feel so oppressed.	WORTHLESSNESS	0	Althought his comment express oppressed feels that could be related to depressive symptoms, in this case, this discomfort is normal and is not a nuclear symptoms to major depressive disorder.
s_993_1060	s_993_1060_1	I was filled with energy.	FATIGUE	1	this post could indicate that person has been problems to start and doing their normal activities. Is very important to pay attention this emotional and behavioral changes because, if this problem affect different aspects to the life, is a signas for a major depressive disorder described in DSM-5 in the criterion two of loss energy or los plesasure.
s_993_1060	s_993_1060_4	I can't concentrate at all now.	COGNITIVE_ISSUES	1	Many people with problems to concentrate ant thinking, or your reasoning is impaired, might be a similar symptom like is mentioned in criterio eight of major depressive disorder in DSM-5, which could be a signal alert.
s_993_1060	s_993_1060_5	I have more sleep troubles and now rely on sleeping pills.	SLEEP_ISSUES	1	when someone experienced changes in sleep pattern over weeks and need pills to sleep, this person could be develop a several problems to sleeping pattern. The DSM-5 describe in the major depressive disorder a criteria four, which explein changes and problems to sleep like hypersomnia and imnomnia during two week.
s_321_219	s_321_219_4	I hate that i am crying rn.	DEPRESSED_MOOD	1	It is possible that this person is experiencing many moments of crying that may be recurrent and intense. If the feelings that cause crying and that the person describes are attempted and disturbing, we can say that they meet one of the criteria for the disorder of major depression and that it refers to easy crying.
s_2392_17	s_2392_17_1	Recently I gave up dairy products and now very frequently sleep straight through 6-8 hours a night.	SLEEP_ISSUES	0	when someone changes it eaten habits could be related to symptoms of depressive disorder, but it is not enough to related to changes in sleeping pattern by major depressive disorder.
s_2392_17	s_2392_17_2	There was a time when I was getting 6 hours sleep per week.	SLEEP_ISSUES	1	This post suggests that this person had been an episode of sleeping problems in the past. Many people with changes in sleeping pattern in the past, had more probability to develop other depressive symptomatology similar to major depressive symptoms in DSM-5.
s_1997_963	s_1997_963_1	I'm so indecisive, if I was in your boots I'd never be able to decide.	COGNITIVE_ISSUES	1	The indecisiveness is characterized by problems in the thought. If this problem es recurrent and is a new situation in the person that make a personal, social or laboral impairment, could be relate to criteria nine in the major depressive disorder in DSM-5.
s_1404_102	s_1404_102_34	I'm not interested in anything.	ANHEDONIA	1	The loss of pleasure is a characteristic symptom linked to many people with depression. This post could be relevant to symptomatology associeted to major depressive disorder, and is a signal alert.
s_1404_102	s_1404_102_51	I'm still trying to be social and make friends but my social skills mess it up every time.	WORTHLESSNESS	0	This explanation might be linked to self-dislike symptomatology, however in this context, is not enough by major depressive disorder. Many people with social skills refer to themselves as being incapable or clumsy. This is the awerness of problem, but is not the core symptom like is described in DSM-5.
s_1404_102	s_1404_102_62	Which I can't because my social skills are terrible and they can smell it.	WORTHLESSNESS	1	This comment can suggest the this person had a negative or a poor social self-concept. Many people with depressive symptoms start to experience the symptoms with a poor self-esteem, a critical signal to detect a first symptomatology of manor depressive disorder.
s_205_396	s_205_396_1	I've just never been that interested in sex or relationships and I don't think I ever will be.	ANHEDONIA	1	when many people have problems to interest in sex or loss of sexual appetite during a few weeks, and this loss interes is persistent, the symptomatology es recurrent with people with episodic of depression.
s_2886_101	s_2886_101_1	And in the case for major depression, you're usually experiencing a depletion or a disregulation of neurotransmitters like dopamine and serotonin and your brain just isnt working properly.	FATIGUE	1	This post suggest that the depletion es a feeling important in this person, although, it is awareness to problem. Many people with depressive symptoms experience a general tiredness and fatigue because the depression makes it impossible to have motivation. The criterion six of major depressive disorder in DSM-5 describe this symptoms.
s_2886_101	s_2886_101_3	I've come out of a major depressive episode that lasted about a year and I still have some problems with focus.	COGNITIVE_ISSUES	1	The concentration difficulty is common in people with depression symptomatology or diagnostic previously like this. In this post is possible detect that inn this person the previously depressive episodic es is a risk factor to develop a new potential depressive symptoms.
s_993_557	s_993_557_3	I feel lot of guilt due to this.	WORTHLESSNESS	1	The guilty feelings are related to feelings of worthlessness in major depressive disorder. If this emotion is lived like a constant and excessive emotion, this could be a symptomatology related with emotional symptoms of major depressive disorder.
s_1639_444	s_1639_444_16	I feel really terrible, and fatigued.	FATIGUE	1	This post is a relevant affirmation about one characteristic symptoms of major depressive disorder. Is possible that this person can not realized other activities and affect different areas of your personal life as happens with people with depression. The fatigue is a common symptom that explains the low motivation in many people with the disorder.
s_2338_920	s_2338_920_11	Now I can't stop crying.	DEPRESSED_MOOD	1	The easy cry is a signal alert in people with depression risk. Many people with problems to find happiness or be in states of calm in stressful situations makes it easier for people with depression to be much more vulnerable and it is very easy to cry. The crying it is a characteristic pattern of symptom one of major depressive disorder in DSM-5-
s_156_366	s_156_366_1	I 100% know that if I have to go to college alone without my family or any support Im gonna end up killing myself....Im barely keeping my self alive now, I can't imagine being all by myself and dealing with my thoughts and emotions!	SUICIDAL_THOUGHTS	1	This publication suggests that the person is going through a difficult time that emotionally overwhelms him. These feelings exceed their ability to manage emotions and are also related to suicidal ideation and thoughts. This symptomatology broadly agrees with criterion nine of DSM-5 major depression disorders.
s_2748_341	s_2748_341_0	My sex drive has been in overdrive for years (I'm 28) I love anything sexual.	ANHEDONIA	0	This comment does not suggest any type of change or loss of interest in the regular sexual activity of people, for this reason, it is not enough to affirm that "until the age of 28 he has not had any problem" is a relationship with the loss of sexual interest described in the major depression disorder.
s_1404_1048	s_1404_1048_1	I never get enough sleep unless I dont have to wake with an alarm clock.	SLEEP_ISSUES	1	Many people with depressive symptoms experience changes in sleeping pattern, this changes consist of changes in the rhythm and duration of sleep, as seen in this post. Although, in this context is possible the this person can be a changes in sleeping pattern related to major depressive disorder.
s_329_224	s_329_224_0	In retrospect I realize that I made a lot of mistakes.	WORTHLESSNESS	1	Many people with depression are not able to see positive aspects of their life, this post can suggest that could have a negative view of his past due to low self-esteem, a central aspect of major depression disorder, as described in the criterion one.
s_329_224	s_329_224_0	In retrospect I realize that I made a lot of mistakes.	DEPRESSED_MOOD	1	The sadness in this post is an example of negative thoughts present in depressive states. Is possible that this feels are similar to described in major depressive disorder of DSM-5.
s_2748_278	s_2748_278_1	I was so tired all the time and would sleep for 14+ hours a day and wake up feeling like I needed to go back to sleep.	SLEEP_ISSUES	1	Hypersomnia is a very common characteristic in people with depression, because it is a change in sleep patterns. The statistical manual of mental disorders describes that these changes in the sleep cycle occur almost every day, since the appearance of other symptoms.
s_1404_1341	s_1404_1341_0	I don't exercise because of my extreme fatigue.	FATIGUE	1	This comment shows how widespread fatigue and fatigue are generating a physical impact, which indicates an important problem that needs to be analyzed. Many people with depression (about DSM-5) can present in a generalized way a form of deep fatigue that affects their motivation and mood, as in this person.
s_2401_82	s_2401_82_1	I'm crying on the floor.	DEPRESSED_MOOD	1	The intense emotion like sadness and anguish can produce an intense cry, which could be produce by emotional deregulation. or depression state. Many people have an easy and intense crying like this emotions described. Is important to pay attention this behavior because it would be related to depressive symptoms described in the DSM-5 major depression disorder.
s_2055_843	s_2055_843_7	I almost don't know what to do with myself, all my hobbies withered over the years.	ANHEDONIA	1	Many people with problems to have interest is relate to difficult to have motivation and maintain their hobbies or recurrent activities. In this context, is relevant this loss of interest because is common and affects their life in general. which is a symptom mentioned in major depressive disorder in DSM-5.
s_2748_389	s_2748_389_1	Ive never been so tired for so long.	FATIGUE	1	The tired and fatigue like mention in this comment are a linguistic characteristic of many people with depressive symptomatology that expressed in social media or with other people. This symptom of tiredness or fatigue is similar to describe in the criteria six of major depressive disorder in DSM-5.
s_2748_389	s_2748_389_3	I cant get anything done feeling this tired.	FATIGUE	1	This post suggest that this person in very tired and this feeling could be generalized because this emotion can make it impossible to do different tasks in your daily life. The tiredness and fatigue are common criterion sex of major depressive disorder and could be a signal alert.
s_2748_389	s_2748_389_5	On the upside my depression is gone, but at the expense of my energy levels.	FATIGUE	1	Although this person claims that he has possibly overcome depression, the symptoms associated with loss of energy and fatigue are still present. This is a very common situation in people with previous history of depression, which is a sign of alarm because the disorder can reappear. The DSM-5 and the psychotherapist recommend to pay attention the reappear of the symptoms like loss of energy.
s_2338_314	s_2338_314_0	There are plenty of times I don't eat when I'm hungry, but the constant fixation on food is what is really getting to me.	APPETITE_CHANGE	0	The people with depression symptoms relate to changes in appetite could experience a significant problem to maintain the health habit to eat, however, this is a consequence of negative feels and thought related to sadness and loss self-esteem. In this post, the people affirm that the problem is the "fixation on food", reason by there are not a significant and relevant symptom related to major depressive disorder.
s_258_598	s_258_598_3	Then the fatigue , always always tired, body feels heavy - I have a few energy peaks but generally by 5pm, I just want to sleep or feel like Im waiting to sleep.	FATIGUE	1	In this post is possible detected loss of energy in the patient because this comment affirm that have sometime good moments in the day only, and the rest of the day is not motivate. Many people with depression have this type of loss energy where it is generalized, but there are times of the day when they may be relatively a little better. Despite this, this comment could fit into criterion six of fatigue and energy loss described in the DSM-5.
s_258_598	s_258_598_3	Then the fatigue , always always tired, body feels heavy - I have a few energy peaks but generally by 5pm, I just want to sleep or feel like Im waiting to sleep.	SLEEP_ISSUES	1	When people really want to sleep during the day, and this desire comes from the need not to be awake, there may be negative emotions that prevent maintaining an adequate state of wakefulness. This happens with many people with depression, who change the pattern of their sleep due to the idea of fleeing their feelings of sadness. The Insomnia is described in criterion four of the DSM-5 for the diagnosis of major depression disorder.
s_258_598	s_258_598_3	Then the fatigue , always always tired, body feels heavy - I have a few energy peaks but generally by 5pm, I just want to sleep or feel like Im waiting to sleep.	FATIGUE	1	The fatigue is the principal symptom described in this post. As is reported by this person, this fatigue generates the impossibility of having more energy and constant exhaustion. In the criterion sex of major depressive disorder is mentioned this symptomatology, reason why this person could be develop depressive symptomatology.
s_835_46	s_835_46_219	I could punish myself but there is only a short time to do so, and I don't see the point.	WORTHLESSNESS	0	Although this post might suggest a possible punishment feelings, the information given is not enough to affirm the this emotional state is a particular symptom related to major depressive disorder.
s_1601_124	s_1601_124_7	I'm glad I'm more aware of my inability to enjoy being sociable.	ANHEDONIA	0	Many people with mood problems experience a lack of interest in participating in social activities, however these feelings are not related as the main symptoms of a depressive state. For this reason, this post is not directly related to the loss of pleasure to enjoy social relationships as described in the depressive disorder described in the diagnostic manuals.
s_676_482	s_676_482_1	I've had 0 energy to do anything but forcing myself to make cookies may help, lol.	FATIGUE	1	This post may suggest that the person is living a time when the motivation and energy to perform activities in their daily life are null. Many people with depressive symptoms experience a prolonged loss of energy in activities that they could previously do without effort or that they enjoyed. This can lead to a significant change in habits such as self-care, work, studies or relationships. These symptoms are related to those described in the DSM-5 major depression disorder
s_1077_440	s_1077_440_0	Cnt remember last time i cried	DEPRESSED_MOOD	1	Easy crying is a feeling that this person is probably experiencing. Similarly, many people with depressive symptoms also have this feeling of easy crying. Situations that can generate sadness, produce greater ease for crying. This form of generalized sadness may be related to criterion one of DSM-5 major depressive disorder.
s_2455_114	s_2455_114_1	My life is going nowhere.	DEPRESSED_MOOD	1	This sentence is an example how a person can express a certain pessimism about their life and aspirations. Pessimism is a form of thought distortion that characterizes people with depressive symptoms. Depression when it is very intense can make people see their life in a negative way and interpret their new events in that way. In the syndromes of sadness, described in the DSM-5, they are related to this symptoms and could meet this criterion of major depression disorder.
s_2334_738	s_2334_738_1	I cant stop crying.	DEPRESSED_MOOD	1	This post suggest an easy crying and this feels could be persistent and generalized for the forcefulness of the comment. Which is related to depression symptoms mentioned in DSM-5.This is a recurring comment that many people with depression say because it is a difficult feeling to control related to sadness.
s_1552_299	s_1552_299_1	Right now my mood is actually quite good and has been for a bit now.	DEPRESSED_MOOD	0	This comment might suggest that this person had a sadness feelings in the past, however, is not an enough to affirm that this comment is irritability specifically. For this reason, the post is not related to symptoms of irritability linked to major depressive disorder.
s_1601_751	s_1601_751_5	I think the anxiety is milder now, which I am thankful for.	PSYCHOMOTOR	0	Certainly the motor agitation of depression is similar to anxiety, people with symptoms or depressive states experience a type of motor agitation generated by nervousness or restlessness generated by anger and guilt for sadness. However, the emotion that would best describe the symptoms of the comment is anxiety and not agitation. Although anxiety is related to depression, in this comment the relationship of manifested anxiety is not observed, with the agitation described in the depressive symptoms of DSM-5.
s_716_26	s_716_26_15	It was only later after my second boyfriend, I realized I cannot feel sexual attraction (if I have, it was very temporary), and that I am probably asexual due to the fact that I just get disgusted with myself when it comes to the sex part.	ANHEDONIA	0	This comment affirm a problem with interest in sex. The sexual appetite has been lost due to an eventual situation that has happened to this person. Many people with depressive symptoms experiment this behavioral changes in interest sexual, however the changes in depression is consequences to sadness or motivation but not for a sexual conflict like identity or identify sexual attraction expressed in this post. For this reason, this loss of interest in sex described in the comment, is not related to depressive symptomatology.
s_1208_181	s_1208_181_0	I can start calm, but rarely can I maintain it.	PSYCHOMOTOR	1	This post can suggest a problem to regulate the emotions like maintain the calm. This is a relevant symptoms of depressive people because in many times the sadness produce agitation and negative thoughts that They generate discomfort. The DSM-5 describe the agitation in the sixth criterion of diagnostic of major depressive disorder.
s_2415_816	s_2415_816_5	I don't like me.	WORTHLESSNESS	1	This post can describe how this person has feels and thought of self-dislike. Which is a relevant symptom of depressive event. The majority of people with depression disorder could present this mood, and this could be generalized. If this is te case, this person is developing a depressive symptomatology relate to seventh criterion of major depressive disorder of DSM-5.
s_2415_816	s_2415_816_6	My life is hell and it might never get better.	DEPRESSED_MOOD	1	Pessimism characterizes this comment. Many people with depressive symptoms have a cognitive distortion such as negative thoughts where they express the events of their life differently. These are interpreted as a great disappointment and they cannot see positive aspects of the future. This comment could be related to the sadness symptomatology described in DSM-5 major depressive disorder.
s_2007_1467	s_2007_1467_0	Im generally tired So	FATIGUE	1	Although this is a short post, many people are so tired and exhausted that this is one way to express it. For this reason, it is a relevant post to detect how this verbal expression is a sign of the symptoms of tiredness and fatigue. The DSM-5 describes that tiredness and fatigue are widespread and recurring every day, as can be induced in this publication.
s_1673_863	s_1673_863_17	I've suffered from mild insomnia for years, so this wasn't anything new to me.	SLEEP_ISSUES	1	This affirmation can suggest a persistent problem to sleep that many people with depression have. When these problem are maintained for a long time and generate significant changes in the person's life, they can be a sign of meeting one of the criteria of major depression disorder described in the DSM-5.
s_2401_6	s_2401_6_1	I have really important exams coming in less then 20 days and i can concentrate at all.	COGNITIVE_ISSUES	1	This post can suggest that this person has concentration difficulty produced by an eventual situation. Although concentration problems are widespread in depression, and in this person it seems to be a specific episode, this can be a risk factor if the concentration problem becomes widespread and affects other areas of life without there being a situation that causes it.
s_2759_135	s_2759_135_0	I am sad and I don't know why :(	DEPRESSED_MOOD	1	Many people with sadness experience a deep sadness "without reason". Is possible that some everyday situations are difficult to face and do not have emotional resources, which generates a deep sadness. This is an emotional indicator that is significantly related to criterion one of sadness that describes the DSM-5 in major depression disorder.
s_145_86	s_145_86_2	I've cried.	DEPRESSED_MOOD	1	The crying maintained for several days as expressed by this person in this post may be related to the sadness and depressed mood that is described in criterion one of the DSM-5. If this crying is widespread, if it is caused by situations in which one would not expect to respond in such a way, it is possible that emotionally the person is going through an episode of significant depression.
s_1265_353	s_1265_353_3	When I was forced to make decisions I had such anxiety before during and after.	COGNITIVE_ISSUES	1	In this post you can see an indecisive character to make decisions, people with anxiety and depression can have this pattern of behavior. If this indecision generates a sadness for the consequences caused by not taking them at the right time, it can possibly trigger symptoms related with problems to make decisions and difficulty thinking as described in the seventh diagnostic criterion of major depression of the DSM-5.
s_439_101	s_439_101_6	I can't help feeling like a failure.	WORTHLESSNESS	1	This comment can suggest that this person feels its life like a failure. This though are recurrent in people with depressive symptoms and could be relate to criterion of depressive disorder mentioned in DSM-5.
s_1404_1071	s_1404_1071_7	Am I really asexual based on my current feelings and thoughts, or do I not like the idea of sex only because I haven't experienced yet how good it feels?	ANHEDONIA	0	This post talks about the loss interest that this person has to have sexual activity, however, the concern described by this person is related to the fact that he has not started his sexual activity. This concern culturally may be normal and expected, but it has no relation to the loss of sexual interest as characterized by DSM-5 major depressive disorder.
s_2815_1660	s_2815_1660_107	I began to cry.	DEPRESSED_MOOD	1	The crying is a typically behavior related to depressive symptomatology, however, is necessary a deep and intense sadness and in this post, is not present. For this reason, this crying is not enough to linked this moods to risk of major depressive disorder.
s_2638_683	s_2638_683_0	Imma go kill myself now	SUICIDAL_THOUGHTS	1	This post is an urgent alert because there are thoughts and suicidal plan that it could put the person's life at risk. This thought and symptoms are relates to last criterion of major depressive disorder described in DSM-5. Many people with depression and deep sadness thinking in the death like a manner to finish the pain and Suffering. This could be a potential risk factor.
s_2679_133	s_2679_133_1	I have a long list of books I'd like to read, but my concentration is terrible.	COGNITIVE_ISSUES	0	This post follow that there are difficulties in maintaining attention and concentrarion for a long time on a specific task. Although in depression there is a difficulty in concentration, this is due to the emotions and thoughts that invade the mind, and not because of a specific cognitive difficulty, as in this publication. For this reason, is not enough to affirm that this lack of concentration is due to a possible depressive state.
s_2107_79	s_2107_79_0	i started crying as soon as he started to cry.	DEPRESSED_MOOD	0	This comment suggests a possible moment of crying that responds to a punctual and possibly expected situation. However, there is not enough information in the publication to detect that this crying is a form of sadness that characterizes depression.
s_2417_69	s_2417_69_1	Im not sure if I am just seem to loose all motivation to do anything and I get upset at everything.	ANHEDONIA	1	This comment may suggest a generalized state of loss of interests and a change in motivation to do daily activities that could previously do. Many people with people with depression begin to develop symptoms with the loss of interest in everyday activities. This person may be developing depressive symptoms related to major depressive disorder.
s_2417_69	s_2417_69_2	Im consumed by such negative thoughts and I just cant help but feel more sad about myself.	DEPRESSED_MOOD	1	This publication shows how sadness appears from negative thoughts and that generate a possibly significant discomfort. This is a characteristic symptom of people with depressive symptoms and who may develop the major depressive disorder described in the DSM-5. On many cases, negative thoughts are so intense that they are the cause of most of the depressive symptoms.
s_2417_69	s_2417_69_2	Im consumed by such negative thoughts and I just cant help but feel more sad about myself.	WORTHLESSNESS	1	Self-dislike often appears as a form of dissatisfaction with one's own life and feelings, as this publication suggests. Many people with depression experience a deep disgust with themselves, so it is a symptom that matches the diagnostic criteria of major depression.
s_2417_69	s_2417_69_4	I feel like Im drowning with my thoughts and I just dont feel happy I just feel like everyone has an agenda against me.	DEPRESSED_MOOD	1	This post suggests a change in the ability to enjoy and be happy accompanied by negative thoughts and feelings that can generate great sadness. Many people who have these symptoms develop a deep sadness that is related to the diagnostic criteria of depression.
s_697_81	s_697_81_2	Its been years now that Ive had issues with sleep but lately its been severely terrible.	SLEEP_ISSUES	1	This post reports changes in the sleep pattern in a prolonged way and with previous episodes. The problems caused by depression and the great sadness it causes in people, can cause important changes in the rhythm of sleep as seen in the publication and that may be related to the symptoms described in criterion fourth of the diagnosis of major depression disorder of the DSM-5.
s_697_81	s_697_81_3	I hardly sleep.	SLEEP_ISSUES	1	La persona que escribe este comentario en la publicación, está pasando por episodios de insomnio que pueden ser recurrentes y prolongados lo que coincide con los criterios de diagnóstico de depresión mayor mencionados en el DSM-5.
s_258_584	s_258_584_8	I saw my life for what it really was and absolutely hated myself for torturing myself the way I did.	WORTHLESSNESS	1	This post suggests that the person makes a negative assessment of his life, is tortured and blamed for his past, decisions made and the general assessment he makes of his life is negative. For this reason, this comment is related to the feelings of uselessness and guilt characteristic of depression and that many people with the disorder live daily.
s_411_1189	s_411_1189_1	I am very sad.	DEPRESSED_MOOD	0	The context of this post is not enough to affirm and related the emotion expressed with a depressive symptomatology.
s_577_1186	s_577_1186_1	Admittedly I am less actively these days but I am still very interested.	ANHEDONIA	1	This post shows how the person has lost some interest in performing some of the daily activities. On the other hand, the person who writes in the text still maintains a general interest in certain activities and has not lost everything. It is important to pay attention to this beginning of loss of interest because many people with depressive symptoms start with this form of discouragement.
s_2402_914	s_2402_914_0	Not very well, I constanly want to kill myself.	SUICIDAL_THOUGHTS	1	This post suggests that the person has posted suicidal thoughts and is also constantly thinking about death. The depression when it is intense and generates discomfort, the person who suffers from it tries to get out of it through death like nine criterion of major depressive disorder. For this reason, the feelings and thoughts of this person are similar to those of people with depression and are a necessary risk factor to attend to.
s_2449_137	s_2449_137_0	I could kill myself right now and no one would know why	SUICIDAL_THOUGHTS	1	The person who has published this comment, feels alone and abandoned by others, in addition, manifests this loneliness through thoughts of deaths such as suicidal ideation. This feeling can be related to criterion number nine of the symptoms of major depression disorder described in the DSM-5.
s_891_1026	s_891_1026_98	I tried to hold back from crying, but I fell into a deep sob.	DEPRESSED_MOOD	0	This crying way is normal and expected. Is possible a passing and occasional sadness. For this reason, there are not a sadness and crying that have relation with depressive symptoms. In de depression, the crying is generalized and occurs in moments without sadness situation.
s_1294_205	s_1294_205_1	I was just feeling like shit, so I didn't eat for a while, and then once a week passed and I was feeling OK again, I was waiting for the "I'm hungry" signal again to eat, but it never came.	APPETITE_CHANGE	1	This is a signal of changes in appetite and is a relevant signal to depressive symptomatology. Many people with depression experience changes in appetite due to emotional changes and sadness. The DSM-5 describes appetite changes as a diagnostic criterion for major depressive disorder.
s_3095_509	s_3095_509_1	Im actually pretty confident in myself	WORTHLESSNESS	1	The self-dislike mentioned in this post is a sign that the person has low self-esteem and little self-confidence. Many people with depression do not feel safe with themselves and if this feeling is intense, lasting and affects the different areas of the person's life it is a risk factor of developing major depression as described in the manual of mental disorders.
s_962_142	s_962_142_0	I feel kinda really sad	DEPRESSED_MOOD	1	Many people on social media express their feelings and express the sadness they feel when they are depressed. Although, many times these publications can be momentary emotions, they can also indicate recurrent emotional states that are related to major depression disorder.
s_2334_225	s_2334_225_3	It has definitely worked on my anxiety, and I dont feel anxious at all anymore.	PSYCHOMOTOR	0	Many people post their discomfort on social media and can express emotional agitation, however emotional agitation is not exclusive to depression. Many people with anxiety experience daily and recurrently many agitations as a result of anxiety and not depression. As is the case with this publication. The agitation caused by depression is mostly linked to the overwhelming experience of sadness that they can live.
s_2035_91	s_2035_91_1	I cry more easily for one.	DEPRESSED_MOOD	1	Easy crying is a common characteristic and behavior in people with depression. If this crying appears in everyday situations, it generates a negative impact at the social, family and work level, it can be related to the appearance of depressive symptoms such as those described in the DSM-5 major depression disorder.
s_2035_91	s_2035_91_6	I have been feeling down on and off.	DEPRESSED_MOOD	1	This post is an example of a recurring sadness that exemplifies a possible symptom of sadness that many people with depression or depressive symptoms repeatedly affirm. Sadness is often affirmed as a "depressed" state that if maintained over time is a sign of alarm.
s_131_822	s_131_822_0	I am very depressed also.	DEPRESSED_MOOD	1	Sadness is often expressed as "I'm very depressed." This publication may be an example of this, which would indicate that the person is living a moment of sadness that is causing him discomfort. If this form of sadness or symptom of depression becomes more widespread, prevents performing daily activities and disturbs the person's life, we can speak of a symptom described in the diagnostic criteria of major depression disorder of the DSM-5.
s_1741_59	s_1741_59_9	I have depression and my energy used to be quite low as it is before I started.	FATIGUE	1	This sentence in the publication is an example of a person who is feeling how he is losing energy to carry out his different daily activities. Many people with depression experience moments and times when the motivation and energy to start new activities is decreasing due to sadness, negative thoughts, low self-esteem or self-blame for what happens to them. This could be a sign of alarm for due to its relationship with criterion two of major depression disorder described in the DSM-5.
s_2024_442	s_2024_442_7	I'm scared of the future okay i still feel like i kid and i love that about myself i feel hopelessly alone like nobody seems to understand this might sound cliche but fuck it.	DEPRESSED_MOOD	1	This post may suggest an attitude of pessimism in the person who has made the publication, and who gives an account of negative thoughts about the facts of one's own life. Many people with depressive symptoms usually evaluate negatively and oversizedly the facts that can be faced normally. Both the fear of the future and the feelings of loneliness described in this post can be related to the depressive symptoms described in the DSM-5 major depression disorder.
s_2024_442	s_2024_442_7	I'm scared of the future okay i still feel like i kid and i love that about myself i feel hopelessly alone like nobody seems to understand this might sound cliche but fuck it.	DEPRESSED_MOOD	1	In this post it could also be suggested, that the person feels a deep sadness due to the loneliness that feels. In depression, people can feel empty and alone, which increases the feelings of sadness described in the DSM-5.
s_762_0	s_762_0_2	I dont do the things that I used to love either.	ANHEDONIA	1	In this sentence it can understand how the person manifests a significant loss of pleasure to do activities that he usually performs, which is a sign of alarm due to the temporary nature of this change in behavior. Many people with depression symptoms have loss of pleasure as described by criterion number two of the diagnosis of major depression.
s_762_0	s_762_0_2	I dont do the things that I used to love either.	ANHEDONIA	1	This person can suggests that this feelings are relate with loss of interest. When someone affirm that can not do the things that it used to love, could be develop a depressive symptomatology similar to describe in major depressive disorder of DSM-5.
s_1581_626	s_1581_626_0	I'm also clinically depressed.	DEPRESSED_MOOD	1	This sencente indicates that the person has gone through a previous diagnosis process of a disorder related to depression. People who have suffered from depression in the past have a greater risk of developing the disorder if they have not undergone professional treatment or do not have social, emotional and personal resources that are protective to develop the symptoms again.
s_1478_365	s_1478_365_9	I'm very, very pessimistic."	DEPRESSED_MOOD	0	Although the sencente indicates that the person claims to be pessimistic, this comment does not have sufficient indicators to relate this attitude to a clinically pathological component that leads to the development of depression. The pessimism in major depressive disorder is the product of negative thoughts and evaluation towards events or things that may happen in the future. an aspect that is not appreciated in this statement.
s_852_229	s_852_229_1	I've been like this for a long time now wherein I sleep at around 9 or 10pm, hoping to wake up early in the morning at around 7-8pm, then all of a sudden I wake up at 12 or 2am in the morning feeling groggy and now I cant get back bed.	SLEEP_ISSUES	1	This comment is relevant because it shows that the person is repeatedly having changes associated with the regular sleep pattern and prevents him from having an optimal rest. It is very important to identify how long this problem has been maintained since many people with symptoms of depression usually develop changes in the sleep cycle due to their moods and thoughts that overwhelm them. The statistical manual for the diagnosis of mental disorders mentions insomnia and hypersomnia in symptom four of major depressive disorder.
s_852_229	s_852_229_2	As soon as my grogginess fades away I then become unable to feel tired thus here I am fully awake not knowing how to sleep.	SLEEP_ISSUES	1	This phrase indicates problems falling asleep. Many people with depression have changes in common habits, such as eating or sleeping. Precisely. People with depressive symptoms may have problems reconciling, maintaining and waking up. The fourth diagnostic criterion of major depression of the DSM-5, describes changes in sleep as a symptom of anxiety and for this reason it must be clinically analyzed.
s_852_229	s_852_229_3	I rarely get like 6-7 hours of sleep and at this point I may think I have a medical condition like insomnia but I don't want to self-diagnose .	SLEEP_ISSUES	1	This person claims that he is a quotient that he has trouble sleeping. Although each person has a personal time with which he manages to rest, many people with symptoms of depression do not manage to fall asleep or their cycle is very short, which generates emotional and emotional problems related to depressive symptoms.
s_1551_330	s_1551_330_1	Ive tried meditation but I just become restless as hell	PSYCHOMOTOR	1	Many people have trouble thinking and concentrating physically and mentally. They try to achieve a state of calm, however their moods affects them from achieving that emotional balance. For this reason, this publication shows how the agitation greatly affects this person. The fifth diagnostic criterion of depression describes motor agitation as a characteristic symptom of depression.
s_2434_365	s_2434_365_0	Im so tired	FATIGUE	1	Tiredness is a form of sadness and fatigue that are very recurrent in depression. Many people express these thoughts where they expose their feelings. These symptoms are important when detecting possible cases of depression because, if tiredness and fatigue are widespread, it prevents activities that were previously done normally or that generate social and personal problems, it may be a case of mood disorder due to major depression.
s_2464_412	s_2464_412_0	This had me crying	DEPRESSED_MOOD	0	It is true that in depression crying is a very recurrent behavior in people who suffer from it, however, not all cries are signs of pathological sadness. This sentence is related to a specific situation that has generated a moment of sadness. For this reason, it is not a phrase that is related to any symptom of major depressive disorder.
s_2638_1047	s_2638_1047_0	Don't know whether to be happy or sad	DEPRESSED_MOOD	1	This sentence can suggest a possible emotional ambivalence and problems detecting positive or negative emotions. Many people feel frustration about this situation and may develop symptoms related to sadness due to the disturbance that causes not having the ability to enjoy and feel happiness, affection that is also described in the first symptom of the diagnostic criteria of major depression of the DSM-5.
s_2625_161	s_2625_161_0	I've dealt with anxiety for most of my life, including panic attacks.	PSYCHOMOTOR	1	This sentence shows how this person has a history of diagnosis of depression and also episodes of panic attacks. These two backgrounds are a risk factor for the agitation that the person currently feels may be related to a symptom of depression. Many people with depression and panic attacks often experience motor agitation that if not treated in time can generate interference and problems related to symptoms described in the DSM-5 about major depression disorder.
s_1937_161	s_1937_161_6	I also wake up several times at night and have to eat to go back to sleep.	SLEEP_ISSUES	0	In this sentence the person gives manifest changes in sleep patterns, however, in the same statement he realizes that this change is due to the possible eating problems and the constant hunger he has. In this context, it cannot be related or stated that this change in the sleep pattern is due to an emotional problem such as depression or a related disorder.
s_897_1281	s_897_1281_16	I just don't know what to do.	COGNITIVE_ISSUES	0	It is true that indecision is often related to diminished ability in thinking, and that this is a characteristic of depression as a characteristic symptom. However, in this publication the person speaks of an indecision caused by a daily situation of the family environment and that has not generated a negative impact on personal, social and other life. For this reason, this indecision is not related to the slowness of thinking that is caused by depression.
s_2434_441	s_2434_441_1	My tics are worse when Im cold, Im stressed out, when Im angry, and Im not focusing on anything	DEPRESSED_MOOD	1	This person states that the tics related to occasional emotional irritability are produced by different situations that are highly stressful. In depression, irritability is linked to the sudden emotional explosion produced by the emotional states of sadness and the impossibility of being able to manage them properly. For this reason, this irritability that this person presents could be a risk factor that is related to a feeling of sadness typical of major depression disorder.
s_1160_129	s_1160_129_1	At first I tried to concentrate, and realised I can't, so I gave up.	COGNITIVE_ISSUES	0	In this sentence, the difficulties in concentration manifested by this person are the consequence of a possible problem attentions or recurrent cognitive difficulties, however, the fatigue described in the sentence is related to this cognitive problem and not by a possible sadness or slowness and alteration of thought as experienced by many people with depression. For this reason, there is no direct relationship between this difficulty in concentration and depressive symptoms.
s_2107_98	s_2107_98_1	i used to be very active but can no longer be.	FATIGUE	1	In this publication, this person describes his loss of energy and especially the change he has made in the activities he could do before. These behavioral changes are specific symptoms that may be related to the major depressive disorder described in the DSM-5.
s_2107_98	s_2107_98_1	i used to be very active but can no longer be.	FATIGUE	1	The feelings expressed in the publication can account for a possible fatigue and tiredness as a result of energy loss. A person who has loss of energy and fatigue are symptoms that affect the optimal functioning of the person during a period of depression or symptoms of depression. Many people with major depression experience these symptoms associated with loss of energy and fatigue.
s_1574_260	s_1574_260_1	I can't just get a good 8 hour or normal sleep pattern.	SLEEP_ISSUES	1	In this publication, the person shows a concern about having had a change in sleep habits and the concern of not having a full sleep. People with depression can have significant changes that disturb sleep and that if they are long-lasting they can increase emotional discomfort.

End of preview.

⚕️💬 ReDSM5: A Reddit Dataset for DSM-5 Depression Detection

ℹ️ Looking for a quick preview?
A fully paraphrased, anonymized sample with 25 entries is publicly available on the Hugging Face Hub — no user agreement required!

🚦 Access Conditions

This dataset is gated. To obtain access, please complete the access request form at ReDSM5 Agreement Form and submit it via email to [email protected]. Your request will be reviewed and you’ll receive approval or further instructions by email.

📝 Dataset Summary

ReDSM5 is a corpus of 1,484 Reddit posts, each sentence-level annotated for presence or absence of the nine DSM-5 major depressive episode symptoms (or SPECIAL_CASE for expert discrimination cases), along with a clinical rationale from a licensed psychologist.

A public paraphrased sample is available for inspection and prototyping at irlab-udc/redsm5-sample.
This sample includes 25 entries, has been completely paraphrased to protect anonymity, and can be accessed without any agreement.

Unlike other datasets, every annotation includes:

sentence_text: The relevant sentence from a Reddit post.
DSM5_symptom: One of:
- DEPRESSED_MOOD
- ANHEDONIA
- APPETITE_CHANGE
- SLEEP_ISSUES
- PSYCHOMOTOR
- FATIGUE
- WORTHLESSNESS
- COGNITIVE_ISSUES
- SUICIDAL_THOUGHTS
- SPECIAL_CASE (for non-DSM-5 clinical/positive discriminations)
status:
- 1 = relevant evidence for the symptom
- 0 = explicit negative (clinician-annotated absence of symptom)
explanation: Short clinical rationale.
post_id, sentence_id: For reference and grouping.

There is also a full post file with the original post text.

📁 Files

redsm5_posts.csv
- Columns: post_id, text (cleaned full post)
redsm5_annotations.csv
- Columns: post_id, sentence_id, sentence_text, DSM5_symptom, status, explanation

Example annotation row:

post_id	sentence_id	sentence_text	DSM5_symptom	status	explanation
s_3019_239	s_3019_239_1	However my sex drive went crazy...	SPECIAL_CASE	1	The above statement allows us to affirm that the person...
s_427_110	s_427_110_1	I'm feeling pretty proud of myself...	SPECIAL_CASE	1	The person who writes this post is manifesting positive feelings...
s_221_12	s_221_12_5	I have trouble sleeping every night	SLEEP_ISSUES	1	This statement shows persistent sleep issues matching DSM-5 criteria.

📊 Dataset Statistics

Total posts: 1,484
Total number of expert explanations: 1,547
Average explanations per post: 1.04
Average number of symptoms per post (status=1 only): 1.39
Number of hard negatives (posts with no symptoms, status=1): 392
Average post length (in words): 294.7
Min / Max post length (in words): 2 / 6,990

Symptom Distribution (posts with `status=1`):

Symptom	Posts tagged
DEPRESSED_MOOD	328
ANHEDONIA	124
APPETITE_CHANGE	44
SLEEP_ISSUES	102
PSYCHOMOTOR	35
FATIGUE	124
WORTHLESSNESS	311
COGNITIVE_ISSUES	59
SUICIDAL_THOUGHTS	165
SPECIAL_CASE	92

📦 File Format

`redsm5_full_posts.csv`

post_id	text
s_1001_1	I feel tired every day. I can't concentrate and sleep is a mess...

`redsm5_annotations_long.csv`

post_id	sentence_id	sentence_text	DSM5_symptom	status	explanation
s_1001_1	s_1001_1_1	I feel tired every day.	FATIGUE	1	Indicates chronic fatigue.
s_1001_1	s_1001_1_3	I can't concentrate...	COGNITIVE_ISSUES	1	Persistent cognitive issues.

💡 Notes

Each row in redsm5_annotations_long.csv is a unique (post, sentence, symptom) expert-annotated evidence.
For multi-label tasks, group by post_id.
For post-level text, use redsm5_full_posts.csv.

📝 Citation

This paper has been accepted as a Resource Paper at CIKM 2025. The official conference proceedings will be available soon. In the meantime, you can read the preprint on arXiv:

@misc{bao2025redsm5,
  title        = {ReDSM5: A Reddit Dataset for DSM-5 Depression Detection},
  author       = {Eliseo Bao and Anxo Pérez and Javier Parapar},
  year         = {2025},
  eprint       = {2508.03399},
  archivePrefix= {arXiv},
  primaryClass = {cs.CL},
  url          = {https://arxiv.org/abs/2508.03399},
  note         = {Accepted at CIKM 2025}
}

📬 Contact

For questions, please reach out via email: [email protected]

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