How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.
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.
The main features of heremaps/pptk are: Point Cloud Processing, Python Visualization, Python Visualization Libraries.
Projects with overlapping indexed features include: 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.
