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Standardize data

standardize_snapshot_df()
Standardize dataframe
standardize_snapshot_list()
Standardize a list of dataframes
add_location_prefix()
Add location prefix
clean_locations()
Clean location
clean_cameras()
Clean cameras
clean_species()
Standardize species
get_camnames()
Get camera names
guess_classifier()
Guess classifier

Read data

read_snapshot_files()
Read Snapshot files
get_csv_files_and_folders()
Get csv files and folder

Write data

write_standardized_df()
Write the standardized file
write_standardized_list()
Write the standardized files
get_final_filename()
Get final filemane
get_csv_files_and_folders()
Get csv files and folder

Logging

create_logger()
Create logger
write_log_message()
Write log message

Example datasets and data standard

traptagger
TrapTagger sample data
digikam
Digikam sample data
zooniverse
Zooniverse sample data
standard
Standard column names