# Looking for Datasets for Session Understanding by LLMs

**URL:** <https://discuss.huggingface.co/t/looking-for-datasets-for-session-understanding-by-llms/166212>\
**Category:** Research\
**Created:** [August 9, 2025, 4:06pm UTC](https://discuss.huggingface.co/t/looking-for-datasets-for-session-understanding-by-llms/166212 "2025-08-09T16:06:39Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![AylinNaebzadeh](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/aylinnaebzadeh/32/52343_2.png) [@AylinNaebzadeh](https://discuss.huggingface.co/u/AylinNaebzadeh)\
**Post date:** [August 9, 2025, 4:06pm UTC](https://discuss.huggingface.co/t/looking-for-datasets-for-session-understanding-by-llms/166212/1 "2025-08-09T16:06:39Z")

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**Dear Community,**

I am working on a research project related to session understanding by LLMs, not just a single query or response.  
We found that SDSS SkyServer provides SQL logs in addition to the following information:

| Name | Type | Description |
| --- | --- | --- |
| theTime | datetime | the timestamp |
| webserver | varchar(64) | the url |
| winname | varchar(64) | the windows name of the server |
| clientIP | varchar(16) | client IP address |
| seq | int | sequence number to guarantee uniqueness of PK |
| server | varchar(32) | the name of the database server |
| dbname | varchar(32) | the name of the database |
| access | varchar(32) | The website DR1, collab,… |
| sql | varchar(7800) | the SQL statement |
| elapsed | real | the lapse time of the query |
| busy | real | the total CPU time of the query |
| [rows] | bigint | the number of rows generated |
| error | int | 0 if ok, otherwise the sql error #; negative numbers are generated by the procedure |
| errorMessage | varchar(2000) | the error message. |

But we are still looking for other log-based or session-based datasets for tasks such as user behavioral modeling, user intent classification, and so on.  
I would be grateful if you could share any datasets for such tasks.

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**Author:** ![Ernst03](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/ernst03/32/49414_2.png) [@Ernst03](https://discuss.huggingface.co/u/Ernst03)\
**Post date:** [August 9, 2025, 6:40pm UTC](https://discuss.huggingface.co/t/looking-for-datasets-for-session-understanding-by-llms/166212/2 "2025-08-09T18:40:46Z")

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It looks like it has been a while @AylinNaebzadeh and I am rather new but I welcome the visit.

Good Luck with your research!