README.md

@@ -1,6 +1,6 @@
-# dR stats
+# dRStats
 
-This project is made to determine the health of the devRant developer community.
+Project to determine health of the devrant platform.
 
 Also this data will be used for retoor9b, the newest AI hype! You're still using ChatGPT?
 
@@ -10,7 +10,7 @@ Click here for latest [dataset](https://retoor.molodetz.nl/retoor/drstats/src/br
 
 Click here for latest [graphs compilaiton](https://retoor.molodetz.nl/retoor/drstats/src/branch/main/export/1_graphs_compliation.png).
 
-Click here for all generated [data](https://retoor.molodetz.nl/retoor/drstats/src/branch/main/export). It's a big dataset containing data for LLM's to train on, graphs per user or overal statistics and json files with all made observations. 
+Click here for all generated [data](https://retoor.molodetz.nl/retoor/drstats/src/branch/main/export)
 
 Statistics are build automatically using a build server.
 
@@ -42,61 +42,3 @@ If you type `dr.` in terminal and press tab you'll see all available apps auto c
 4. `dr.rant_stats_per_day` exports graphs to export folder. don't forget to execute `dr.sync` first.
 5. `dr.rant_stats_per_hour` exports graphs to export folder. don't forget to execute `dr.sync` first.
 6. `dr.rant_stats_per_weekday` exports graphs to export folder. don't forget to execute `dr.sync` first.
-
-## Observations made by AI regarding statistics
-The model used for generating these observations is called `smoll2` which is a 1.7b model.
-
-Provided report below does contain some inconvenience but I'm working on it by testing several models. I am limited by the power my server provides for running LLM's. I do not own a decent GPU. 
-
-If I would attach the ChatGPT API to my project, the statistics would be better / perfect. I have tested this. Sadly, the API costs to much for a hobby project and I refuse the use of an credit card. There are better options for payment not provided by OpenAI which I prefer.
-
-### Several trends and insights about the devRant community
-
-1. The most active users seem to be posting more than once per month. This 
-could indicate that these individuals are very engaged with the community 
-or have a high level of interest in participating in discussions.
-
-2. There is a large range in the post lengths, ranging from 19 characters 
-(kienkhongngu) to 742 characters (Pogromist). While there may be some 
-outliers due to formatting issues or other factors, this suggests that 
-users have varying levels of engagement and writing style on the forum.
-
-3. The "ownership_content" value ranges from -0.5 to 1. This indicates 
-that while some users do not post much, others are heavily involved with 
-frequent and in-depth contributions. However, it's unclear what specific 
-metric this represents or how it correlates with user engagement.
-
-4. The most common "upvotes" per month range from 0 to 9 (arekxv) and 21 
-(-1 for negative upvotes). This suggests that while users are posting 
-relatively often, there may be some variability in their level of 
-agreement with the content they're sharing or commenting on.
-
-5. Overall, the data indicates a moderate level of engagement from users. 
-While there is no clear indication of highly active users dominating the 
-forum, the overall statistics suggest an engaged community where users 
-contribute regularly and interact with each other's posts.
-
-### Detailed GPT information about a certain user
-The username is anonymized. Same for the actual values.
-
-#### Analysis of user **neo**
-
-1. **Rank and Contributions**:
-    - **Rank**: 45th overall
-    - **Contributions**: 45 posts
-2. **Ownership**:
-    - **Ownership**: 0.10, indicating that neo holds a slightly larger portion of the content ownership in the dataset.
-3. **Upvotes**:
-    - **Upvotes**: 120 upvotes in total, suggesting that neo's content receives a notable level of recognition.
-    - **Upvotes Ownership**: 0.03, meaning that neo owns about 3% of all upvotes in the dataset.
-    - **Upvote Ratio**: 2.67, which implies a solid amount of engagement with neo’s posts.
-4. **Post Length**:
-    - **Total Post Length**: 5,100 characters
-    - **Average Post Length**: 113 characters per post, suggesting relatively concise contributions.
-
-##### Summary:
-
-- **neo** is ranked 45th with 45 posts, indicating a modest level of contribution.
-- Their **ownership** percentage (0.10) reflects a slightly larger share of content ownership.
-- The **upvotes** received (120) and **upvote ratio** (2.67) suggest a notable level of engagement with their content.
-- The **average post length** of 113 characters indicates concise contributions.