Biblioteka do analizy danych.
Project description
Datalyzer
Datalyzer to biblioteka do analizy danych w Pythonie. Umożliwia łatwe uzyskanie statystyk opisowych i wykrywanie brakujących wartości.
Instalacja
Aby zainstalować bibliotekę, użyj:
pip install datalyzer
UĹĽycie
Oto przykład użycia:
import pandas as pd
from datalyzer.analyzer import DataAnalyzer
data = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6]})
analyzer = DataAnalyzer(data)
# Uzyskaj statystyki opisowe
summary = analyzer.summary()
print(summary)
# Sprawdź brakujące wartości
missing = analyzer.missing_values()
print(missing)
Plik setup.py
Upewnij się, że plik setup.py jest poprawny i zawiera poniższy kod. Możesz zmienić author, author_email i url zgodnie z własnymi danymi:
from setuptools import setup, find_packages
setup(
name='datalyzer',
version='0.1',
packages=find_packages(),
install_requires=[
'pandas', # Wymagana biblioteka
],
author='Twoje ImiÄ™',
author_email='twoj.email@example.com',
description='Biblioteka do analizy danych.',
long_description=open('README.md').read(),
long_description_content_type='text/markdown',
url='https://github.com/TwojeImie/datalyzer', # Link do repozytorium
classifiers=[
'Programming Language :: Python :: 3',
'License :: OSI Approved :: MIT License',
],
)
Datalyzer (English Version)
Datalyzer is a library for data analysis in Python.
It allows you to easily obtain descriptive statistics and detect missing values.
Installation
To install the library, use:
pip install datalyzer
Usage
Here is an example of usage:
import pandas as pd
from datalyzer.analyzer import DataAnalyzer
data = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6]})
analyzer = DataAnalyzer(data)
# Get descriptive statistics
summary = analyzer.summary()
print(summary)
# Check for missing values
missing = analyzer.missing_values()
print(missing)
setup.py File
Make sure the setup.py file is correct and contains the following code.
You can change author, author_email, and url according to your own data:
from setuptools import setup, find_packages
setup(
name='datalyzer',
version='0.1',
packages=find_packages(),
install_requires=[
'pandas', # Required library
],
author='Your Name',
author_email='your.email@example.com',
description='Library for data analysis.',
long_description=open('README.md').read(),
long_description_content_type='text/markdown',
url='https://github.com/YourName/datalyzer', # Link to repository
classifiers=[
'Programming Language :: Python :: 3',
'License :: OSI Approved :: MIT License',
],
)
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