Update README.md

README.md

@@ -1,3 +1,124 @@
----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+dataset_info:
+- config_name: all_pull_request
+  features:
+  - name: id
+    dtype: int64
+  - name: number
+    dtype: int64
+  - name: title
+    dtype: string
+  - name: user
+    dtype: string
+  - name: user_id
+    dtype: int64
+  - name: state
+    dtype: string
+  - name: created_at
+    dtype: string
+  - name: closed_at
+    dtype: string
+  - name: merged_at
+    dtype: string
+  - name: repo_url
+    dtype: string
+  - name: repo_id
+    dtype: int64
+  - name: html_url
+    dtype: string
+  - name: body
+    dtype: string
+  - name: agent
+    dtype: string
+configs:
+- config_name: all_pull_request
+  data_files:
+  - split: train
+    path: all_pull_request.parquet
+- config_name: all_repository
+  data_files:
+  - split: train
+    path: all_repository.parquet
+- config_name: all_user
+  data_files:
+  - split: train
+    path: all_user.parquet
+- config_name: pull_request
+  data_files:
+  - split: train
+    path: pull_request.parquet
+- config_name: repository
+  data_files:
+  - split: train
+    path: repository.parquet
+- config_name: pr_timeline
+  data_files:
+  - split: train
+    path: pr_timeline.parquet
+- config_name: pr_comments
+  data_files:
+  - split: train
+    path: pr_comments.parquet
+- config_name: pr_reviews
+  data_files:
+  - split: train
+    path: pr_reviews.parquet
+- config_name: pr_review_comments
+  data_files:
+  - split: train
+    path: pr_review_comments.parquet
+- config_name: pr_commits
+  data_files:
+  - split: train
+    path: pr_commits.parquet
+- config_name: pr_commit_details
+  data_files:
+  - split: train
+    path: pr_commit_details.parquet
+- config_name: pr_task_type
+  data_files:
+  - split: train
+    path: pr_task_type.parquet
+- config_name: user
+  data_files:
+  - split: train
+    path: user.parquet
+- config_name: related_issue
+  data_files:
+  - split: train
+    path: related_issue.parquet
+- config_name: issue
+  data_files:
+  - split: train
+    path: issue.parquet
+- config_name: human_pull_request
+  data_files:
+  - split: train
+    path: human_pull_request.parquet
+- config_name: human_pr_task_type
+  data_files:
+  - split: train
+    path: human_pr_task_type.parquet
+---
+
+<p align="center">
+  <img src="aidev_logo.png" alt="Description" width="300"/>
+</p>
+
+# WIP: do not use this dataset
+
+[![Paper](https://img.shields.io/badge/arXiv-2507.15003-b31b1b.svg)](https://arxiv.org/abs/2507.15003)
+[![GitHub](https://img.shields.io/badge/GitHub-Code-blue?logo=github)](https://github.com/SAILResearch/AI_Teammates_in_SE3)
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.16919051.svg)](https://doi.org/10.5281/zenodo.16919051)
+
+- **Paper:** https://arxiv.org/abs/2507.15003
+- **GitHub:** https://github.com/SAILResearch/AI_Teammates_in_SE3
+- **Example Notebooks:** 
+
+| Description                          | Notebook Link                                                                                       | Open in Colab                                                                                                                |
+|--------------------------------------|------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------|
+| Basic usage                          | [load_AIDev.ipynb](https://github.com/SAILResearch/AI_Teammates_in_SE3/blob/main/analysis/load_AIDev.ipynb)                                                       | <a href="https://colab.research.google.com/github/SAILResearch/AI_Teammates_in_SE3/blob/main/analysis/load_AIDev.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> |
+| Dataset overview                     | [dataset_overview.ipynb](https://github.com/SAILResearch/AI_Teammates_in_SE3/blob/main/analysis/dataset_overview.ipynb)                                           | <a href="https://colab.research.google.com/github/SAILResearch/AI_Teammates_in_SE3/blob/main/analysis/productivity.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> |
+| Analysis of programming usage        | [language_usage.ipynb](https://github.com/SAILResearch/AI_Teammates_in_SE3/blob/main/analysis/language_usage.ipynb)                                               | <a href="https://colab.research.google.com/github/SAILResearch/AI_Teammates_in_SE3/blob/main/analysis/language_usage.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> |
+| PR merge rate and turnaround time    | [productivity.ipynb](https://github.com/SAILResearch/AI_Teammates_in_SE3/blob/main/analysis/productivity.ipynb)                                                   | <a href="https://colab.research.google.com/github/SAILResearch/AI_Teammates_in_SE3/blob/main/analysis/productivity.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> |