dods 0.1.0

Unified DODS toolkit (includes dods-datagen, dods-analyze, etc.)

dods

Unified DODS toolkit.

dods is the meta package that bundles the DODS modules into one install.
You can either install everything via dods, or install individual modules.

Install

Option A — Install the full toolkit (recommended)

pip install dods

This installs:

• dods-datagen (synthetic data generation)
• dods-analyze (data analysis utilities)

Option B — Install modules individually

pip install dods-datagen
pip install dods-analyze

Usage

Data generation (dods-datagen)

import dods.datagen as dg

dg.create_template()      # creates template.yaml
df = dg.run("template")   # reads template.yaml and generates the CSV (output_path/filename are in the YAML)

Data analysis (dods-analyze)

from dods.analyze import DataAnalyzer
import pandas as pd

df = pd.read_csv("data/customers.csv")
dfa = DataAnalyzer(df)

dfa.summary()

Notes

• Python imports use the dods.* namespace:
  • import dods.datagen as dg
  • from dods.analyze import DataAnalyzer
• Each module is also available as a standalone PyPI package:
  • dods-datagen
  • dods-analyze

Links

• Homepage: https://github.com/mahaeu/
• PyPI: https://pypi.org/project/dods/
• PyPI (datagen): https://pypi.org/project/dods-datagen/
• PyPI (analyze): https://pypi.org/project/dods-analyze/