Laura Wagner commited on
Commit Β·
fd1f69b
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Parent(s): 471de98
elaborated readme
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README.md
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```
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CIVITAI_VISUALIZATIONS/
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βββ .virtual_documents/
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βββ data/
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β βββ subset1/
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β βββ subset2/
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β βββ ...
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βββ misc/
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βββ plots/
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βββ scripts/
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β βββ 0_Scraping_image_metadata.ipynb
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β βββ Section_2_image_grid.ipynb
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β βββ Section_6-
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β βββ Section_6-2_Demographics.ipynb
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β βββ Section_6-3_Models.ipynb
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β βββ Section_6-6_Users_Images.ipynb
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β βββ Section_6-7_Users_Models.ipynb
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β βββ
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β βββ
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βββ .gitignore
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βββ .gitmodules
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βββ README.md
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```
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CIVITAI_VISUALIZATIONS/
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βββ .virtual_documents/
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βββ data/ # Final datasets
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β βββ subset1/
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β βββ subset2/
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β βββ ...
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βββ misc/ # Miscellaneous scripts and utilities
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βββ plots/ # Generated plots and visualizations
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βββ scripts/ # Jupyter notebooks for analysis
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β βββ 0_Scraping_image_metadata.ipynb # Scraping scripts interacting with the CivitAI API, dataset consolidation
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β βββ Section_2_image_grid.ipynb # Code to generate an image grid as shown in Section 2
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β βββ Section_6-1_Histograms.ipynb # Histograms showing image and model contributions over the span of two years
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β βββ Section_6-2_Demographics.ipynb # Visualization of estimations of the demographic distribution of subjects depicted in CivitAI imagery
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β βββ Section_6-3_Models.ipynb # Models download for systematic inference + ranking and promotional tags visualizations
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β βββ Section_6-6_Users_Images.ipynb # Cumulative plot of users' image contributions
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β βββ Section_6-7_Users_Models.ipynb # Sankey diagram of users' model contributions
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β βββ Section_6-1_Models_ratios.ipynb # Models' NSFW ratio estimation
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β βββ Section_6-4_Top_Models.ipynb # Ranking plot of popular adapters by download count
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β βββ Section_6-5_LoRA_metadata.ipynb # LoRA download and textual training tags extraction, categorizing and ranking
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βββ .gitignore
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βββ .gitmodules
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βββ README.md
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