SyntheticDataGenerator

SyntheticDataGenerator: A Python library for data analysts to generate synthetic datasets

Example usage

column_specs = [
    ('Column1', 'int'),
    ('Column2', 'float'),
    ('Column3', 'str'),
    ('Column4', 'date'),
    ('Column5', 'int_uniq'),
    ('Column6', 'bool')
]
num_rows = 10
include_nulls = False
str_categories = ['apple', 'banana', 'cherry', 'orange']
start_date = '2022-01-01'
end_date = '2022-12-31'

df = generate_synthetic_data(column_specs, num_rows, include_nulls, str_categories, start_date, end_date)

print(df)

Contributors

Natalia Chernikova 💻 🖋 🐛

Stanislav Kaliberda 💻 🔣 🤔

bantichsasha 💻 📖