t-chov / uroko

Data scaling tool for CSV/TSV

uroko

Data scaling tool for CSV/TSV

"uroko" means scale in Japanese.

Input CSV/TSV data, output min-max scaled data with some functions.

Usage

Usage: uroko-cli [OPTIONS] [INPUT] [OUTPUT]

Options:
  --version               Show the version and exit.
  -c, --columns TEXT      columns to scale
  -a, --apply [log|sqrt]  apply whith calculation for scaling
  --csv                   load as csv
  --tsv                   load as tsv
  --help                  Show this message and exit.

Example

Plain

$ echo """name,score
Sato,100
Kimura,50
Suzuki,80
""" | uroko-cli -c score
name,score
Sato,1.0
Kimura,0.0
Suzuki,0.6

Use log scale

echo """name      value
kyoto   10000
gifu    100
gumma   1
""" | uroko-cli -c value -a log --tsv
name    value
kyoto   1.0
gifu    0.4604718013624446
gumma   0.0