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**Operating System:** macOS Ventura 13.6 ### Libraries required - Python: - Re - Time - OS - IterTools - Pandas - NLTK - Word2Number - Num2Words - R: - tidyverse - ggpubr ### Files **README** - `README.md` (current document) **Manuscript** - `manuscript.pdf`: Final paper published in Cognitive Science at https://onlinelibrary.wiley.com/doi/10.1111/cogs.13471 **Codebook for number annotation** - `codebook.pdf`: Codebook to explain the columns and analysis decisions in `data/concordances.csv` **Data** - `data/COCA_nums.csv`: All unmarked numbers extracted from COCA with `code/scrape_nums.py` - `data/COCA_ordinals.csv`: All marked ordinals extracted from COCA with `code/scrape_ordinals.py` - `data/COCA_master.csv`: Unmarked numbers preprocessed with `code/preprocessing.Rmd` - `data/COCA_master_ord.csv`: Marked ordinals preprocessed with `code/preprocessing_ord.Rmd` - `data/concordances.csv`: Sample of unmarked numbers with manual codes (see `codebook.pdf`) **Code** - `code/scrape_nums.py`: Python script for extracting unmarked numbers from COCA, creating `data/COCA_nums.csv`. - `code/scrape_ordinals.py`: Python script for extracting marked ordinals from COCA, creating `data/COCA_ordinals.csv`. - `code/preprocessing.Rmd`: R script for preprocessing unmarked numbers in `data/COCA_nums.csv`, creating `data/COCA_master.csv`. - `code/preprocessing.html`: R script for preprocessing unmarked numbers in `data/COCA_nums.csv`, creating `data/COCA_master.csv`. - `code/preprocessing_ord.Rmd`: R script for preprocessing marked ordinals in `data/COCA_ordinals.csv`, creating `data/COCA_master_ord.csv`. - `code/preprocessing_ord.html`: R script for preprocessing marked ordinals in `data/COCA_ordinals.csv`, creating `data/COCA_master_ord.csv`. - `code/sampling.Rmd`: R script for sampling concordances in `data/COCA_master.csv`, creating `data/concordances.csv`. - `code/sampling.html`: R script for sampling concordances in `data/COCA_master.csv`, creating `data/concordances.csv`. - `code/analysis.Rmd`: R script for analysing `data/concordances.csv` mostly, but also `data/COCA_master.csv` and `data/COCA_master_ord.csv`. - `code/analysis.html`: R script for analysing `data/concordances.csv` mostly, but also `data/COCA_master.csv` and `data/COCA_master_ord.csv`. **Figures** - `figures/fig1.jpg` - `figures/fig2.jpg` - `figures/fig3.jpg` - `figures/fig4.jpg` - `figures/fig5.jpg` - `figures/fig6.jpg` - `figures/fig7.jpg` **Presentations** - `presentations/gwoodin_numbers_final.pdf`: Poster presented at CogSci 2024.
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