elaborated readme

README.md

@@ -1,8 +1,36 @@
-# Code 
+# Code for the Paper titled "Perpetual Misogyny: How Gendered Tropes Shape Text-To-Image AI Personalization"
 
 
 
 
+### Repository Structure
+
+```
+CIVITAI_VISUALIZATIONS/
+├── .virtual_documents/
+├── data/                 # Final datasets
+│   ├── subset1/
+│   ├── subset2/
+│   └── ...
+├── misc/                 # Miscellaneous scripts and utilities
+├── plots/                # Generated plots and visualizations
+├── scripts/              # Jupyter notebooks for analysis
+│   ├── 0_Scraping_image_metadata.ipynb  # Scraping scripts interacting with the CivitAI API, dataset consolidation
+│   ├── Section_2_image_grid.ipynb   # Code to generate an image grid as shown in Section 2
+│   ├── Section_6-1_Histogram_contributions.ipynb # Histograms showing image and model contributions over the span of two years
+│   ├── Section_6-2_Demographics.ipynb # Visualization of estimations of the demographic distribution of subjects depicted in CivitAI imagery
+│   ├── Section_6-3_Models.ipynb # Models download for systematic inference + ranking and promotional tags visualizations
+│   ├── Section_6-6_Users_Images.ipynb # Cumulative plot of users' image contributions
+│   ├── Section_6-7_Users_Models.ipynb # Sankey diagram of users' model contributions
+│   ├── Updated_Section_6-1_Models_ratios.ipynb  # Models' NSFW ratio estimation
+│   ├── Updated_Section_6-4_Top_Models_Adapters.ipynb # Ranking plot of popular adapters by download count
+│   └── Updated_Section_6-5_LoRA_metadata.ipynb # LoRA download and textual training tags extraction, categorizing and ranking 
+├── .gitignore
+├── .gitmodules
+├── README.md
+└── requirements.txt
+```
+
 # Project Setup
 
 ## Requirements
@@ -35,18 +63,7 @@ This project requires Python 3.8 or higher. Ensure you have it installed before
    python -m ipykernel install --user --name=venv --display-name "Python (venv)"
    ```
 
-5. **Run the Project**  
-   - If using Jupyter Notebook:
-     ```sh
-     jupyter lab
-     ```
-   - If running a script:
-     ```sh
-     python your_script.py
-     ```
-
 ## Notes
 - Ensure you have necessary system dependencies installed (e.g., `opencv` may require additional system libraries).
 - If you encounter any issues, ensure you're using the correct Python environment (`venv` activated).
-```