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Nora Wickelmaier merged 5 commits from include-preprocessed-data into main 2025-12-12 14:57:29 +01:00
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03_data/04_preprocessed_data/database_api_reference.pdf
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03_data/README.md
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@ -18,6 +18,8 @@ These files show which variables have been collected in each wave.
incorrect variable names were fixed and double entries from subjects who did a incorrect variable names were fixed and double entries from subjects who did a
wave two or more times were removed; see `cleaning.R` and below for more wave two or more times were removed; see `cleaning.R` and below for more
details details
* `04_preprocessed_data` contains the preprocessed data files with scales
created from the items; see `database_api_reference.md` for a description of scales.
## Files ## Files
@ -131,9 +133,10 @@ some cleaning.
# Data preprocessing # Data preprocessing
The final data preprocessing creates scales from the collected items. It was The final data preprocessing creates scales from the collected items. It was
done in Python and the code for the preprocessing can be found in a separate done in Python, and the code for the preprocessing can be found in a separate
code repository: https://gitea.iwm-tuebingen.de/HMC/preprocessing. The files code repository: https://gitea.iwm-tuebingen.de/HMC/preprocessing. The files
with the final variables for each scale are then saved in the folder with the final variables for each scale are then saved in the folder
`03_data/04_preprocessed_data` as CSV files with file names `03_data/04_preprocessed_data`. Three versions are provided: csv, and excel
`HMC_<wave>_preprocessed.csv`. versions per wave as well as an overall sqlite database containing all waves in
one file. `database_api_reference.md` contains the documentation of the database.

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README.md
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@ -76,12 +76,22 @@ The waves were collectec over the following dates:
| | |-- HMC_wave5_cleaned.csv | | |-- HMC_wave5_cleaned.csv
| | |-- HMC_wave6_cleaned.csv | | |-- HMC_wave6_cleaned.csv
| |-- 04_preprocessed_data | |-- 04_preprocessed_data
| | |-- HMC_wave1_preprocessed.csv | | |-- csv
| | |-- HMC_wave2_preprocessed.csv | | | |-- HMC_wave1_preprocessed.csv
| | |-- HMC_wave3_preprocessed.csv | | | |-- HMC_wave2_preprocessed.csv
| | |-- HMC_wave4_preprocessed.csv | | | |-- HMC_wave3_preprocessed.csv
| | |-- HMC_wave5_preprocessed.csv | | | |-- HMC_wave4_preprocessed.csv
| | |-- HMC_wave6_preprocessed.csv | | | |-- HMC_wave5_preprocessed.csv
| | | |-- HMC_wave6_preprocessed.csv
| | |-- excel
| | | |-- HMC_wave1_preprocessed.xlsx
| | | |-- HMC_wave2_preprocessed.xlsx
| | | |-- HMC_wave3_preprocessed.xlsx
| | | |-- HMC_wave4_preprocessed.xlsx
| | | |-- HMC_wave5_preprocessed.xlsx
| | | |-- HMC_wave6_preprocessed.xlsx
| | |-- database_api_reference.md
| | |-- hmc_data.sqlite
| |-- HMC_codebook.xlsx | |-- HMC_codebook.xlsx
| |-- item_reference.md | |-- item_reference.md
| |-- README.md | |-- README.md