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ravishchawla/data_cleaning_methods.csv

Last active March 20, 2020 16:59
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quora_data_cleaning
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data_cleaning_methods.csv
Data Cleaning Procedure Coverage of Vocabulary Coverage of Dataset
Raw Data (all records) 0.18 0.71
Raw Data (on 10% sample) 0.08 0.71
Lower Casing all words (on 10% sample) 0.10 0.87
Removing and Replacing Non-Alpha Numeric Characters (on 10% sample) 0.11 0.98
Replacing Contractions with Full words (on 10% sample) 0.11 0.98
All methods (all records) 0.27 0.98
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