GitHub - I-NERGY/uc7-data-ops: Exploratory data analysis, harmonization, and useful data operations on UC7 smart meter datasets

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Exploratory data analysis, harmonization, and useful data operations on UC7 smart meter datasets

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
pvlib		pvlib
.gitignore		.gitignore
README		README
UC7_to_multiple_ts_format.ipynb		UC7_to_multiple_ts_format.ipynb
eda.ipynb		eda.ipynb
full_data_correct_cols_v5.csv		full_data_correct_cols_v5.csv
full_data_harmonized_v5.csv		full_data_harmonized_v5.csv
full_data_v5.csv		full_data_v5.csv
harmonization.ipynb		harmonization.ipynb
requirements.txt		requirements.txt
uc7_tsformat_v5.csv		uc7_tsformat_v5.csv

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# EDA, useful data operations, and harmonization on UC7 datasets
- This repo can be used to produce the time series format (tsformat) dataset eda.ipynb).
- It can be used to conduct exploratory data analysis with plotly on UC7 datasets (eda.ipynb).
- It also includes the renewed version of the harmonization process, based on the new structure of ASM datasets, also addressing the errors of the previous work. (harmonization.ipynb)

All operations require the full_data_correct_cols format which can be produced through UC7_to_multiple_ts_format.ipynb.