This is a repackaged open-source software product wherein additional charges apply for technical support and maintenance by Apps4Rent.

GeoPandas is an open-source Python library that brings the power of spatial data analysis to the familiar and popular pandas data structures. It essentially extends pandas capabilities to handle geographic data, allowing you to work with and analyze data that has a spatial component, like points, lines, and polygons. The goal of GeoPandas is to make working with geospatial data in python easier. It combines the capabilities of pandas and shapely, providing geospatial operations in pandas and a high-level interface to multiple geometries to shapely.

Anaconda Python is a free, open-source platform that allows you to write and execute code in the programming language Python. Anaconda software helps you create an environment for many different versions of Python and package versions. Anaconda is also used to install, remove, and upgrade packages in your project environments.

NumPy, short for Numerical Python, is a fundamental library in the Python ecosystem specifically designed for efficient numerical computation. It offers a plethora of features that make it essential for various tasks, especially in data science, scientific computing, and machine learning.

Pandas, is a powerful and versatile python library specifically designed for data manipulation and analysis. It is more efficient than numerical capabilities od numpy and provides comprehensive tools for handling, wrangling, and analyzing tabular data, resembling spreadsheets or SQL tables.

Disclaimer: The respective trademarks mentioned in the offering are owned by the respective companies. We do not provide the commercial license of any of these products. Many of the products have a free, demo or Open-Source license as applicable. Image may take up to 5-7 minutes for initial launch.