This project is an exploratory data analysis library and profiling tool for Pandas and Spark DataFrames. It automates the initial investigation of datasets by generating comprehensive descriptive analysis reports, statistical summaries, and data quality warnings. The system functions as a data quality profiler to detect missing values, duplicate rows, and type inconsistencies. It includes a dataset comparison tool for identifying structural and content shifts between different versions of the same data, as well as specialized tools for time-series analysis to calculate auto-correlation and se
Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization
pyecharts is a Python visualization library and wrapper for the Echarts JavaScript engine. It translates Python data and configurations into JSON specifications to generate interactive web-based charts and graphs. The library provides specialized capabilities for geographic data mapping using a comprehensive library of map assets to visualize spatial information. It also includes utilities to capture rasterized snapshots of rendered web visualizations for export as static image files. The tool supports rendering interactive plots directly within data science notebook environments and exporti
The Point Processing Toolkit (pptk) is a Python package for visualizing and processing 2-d/3-d point clouds.
Principalele funcționalități ale heremaps/pptk sunt: Procesarea norilor de puncte, Python Visualization, Python Visualization Libraries.
Alternativele open-source pentru heremaps/pptk includ: residentmario/missingno — missingno is a Python library for the visualization and analysis of missing data patterns. It provides a set of tools… pandas-profiling/pandas-profiling — This project is an exploratory data analysis library and profiling tool for Pandas and Spark DataFrames. It automates… nicohlr/ipychart — The power of Chart.js with Python. pyecharts/pyecharts — pyecharts is a Python visualization library and wrapper for the Echarts JavaScript engine. It translates Python data… glumpy/glumpy — Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization. spotify/chartify — Python library that makes it easy for data scientists to create charts.
