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About

GeoPandas is an open-source project to make working with geospatial data in python easier. GeoPandas extends the datatypes used by pandas to allow spatial operations on geometric types. Geometric operations are performed by shapely. Geopandas further depends on fiona for file access and matplotlib for plotting. 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. GeoPandas enables you to easily do operations in python that would otherwise require a spatial database such as PostGIS. GeoPandas is a community-led project written, used and supported by a wide range of people from all around of world of a large variety of backgrounds. GeoPandas will always be 100% open source software, free for all to use and released under the liberal terms of the BSD-3-Clause license.

About

MAPOG is an all-in-one SaaS GIS platform for creating interactive, data-driven maps for any industry. It combines task management, nearby location sorting, georeferencing, bearing angles, and multiple category add-ons to organise spatial data efficiently. Users can visualise, analyse, and share maps with layers, labels, media attachments, and offline export. MAPOG supports real-time collaboration, customisable styling, and seamless sharing, making it ideal for real estate, travel, logistics, urban planning, education, and more. Teams can optimise routes, plan projects, and present data-rich maps to clients or stakeholders with ease. With an intuitive interface, MAPOG transforms raw geospatial data into interactive visual storytelling. Businesses can make smarter decisions faster, reduce errors, and unlock new opportunities by turning complex spatial information into clear, compelling maps. Whether you’re analysing markets, managing locations, or creating immersive map experiences

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and enterprises seeking an open source solution to work with geospatial data in Python

Audience

Travel, Agriculture, Education, Real Estate, Healthcare, Logistics, Environment, Urban Planning, Retail, Demography, Others

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

₹666/month
MAPOG offers flexible pricing starting at ₹666/month, designed for professionals, teams, and enterprises. Every plan includes task management, multiple category add-ons, georeferencing, and bearing angle tools, along with interactive GIS mapping and real-time visualization. Higher plans unlock advanced features like GIS AI queries, unlimited maps, and premium collaboration tools, making MAPOG a complete all-in-one mapping and storytelling platform.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 4.4 / 5
ease 4.9 / 5
features 4.8 / 5
design 4.9 / 5
support 5.0 / 5

Pros & Cons from Real Users

Pros

  • MAPOG is easy to pick up even for users without GIS experience, and it allows quick creation of interactive maps with a clean workflow that doesn’t feel overwhelming.
  • MAPOG makes spatial storytelling very intuitive. I liked how easy it is to add locations manually, geo-reference maps, and attach attributes like text and images. It also provides AI powered features The interface is clean and beginner-friendly, yet powerful enough for GIS students and researchers. It helped me present projects such as Spatial interpolation of AQI and tourism mapping in an interactive and visually appealing way, instead of static maps.
  • The platform is easy to use, even for someone who is a beginner and doesn't know about GIS software. I especially liked how I could combine maps, images, and links to create a story. no complicated software installation was required and i could also use it on my mobile, saved me a lot of time. Also, various tutorials were available to help with any doubts or problems.
  • Easy to use, even without any mapping experience. Uploading Excel data and turning it into an interactive, shareable map. Perfect for creating quick visual portfolios or project overviews.
  • I generally use them for non-commercial research. I am a researcher and student who uses MAPOG to conduct my research in the fields of environment and water resources. My experience has shown that this database is one of the most complete resources that provides maps with high accuracy and detail.

Cons

  • It lacks some advanced GIS functionalities and deeper analytical tools that professionals might expect for complex spatial projects.
  • Some advanced analytical and customization features could be expanded further for complex GIS workflows. More detailed tutorials or documentation for advanced use cases would help new users explore the full potential of the platform.
  • As a new user I needed some practice to know proper ways to use the functions. While the platform mentioned about the upcoming AI tools, but they are still in development and were not available for use.
  • Would be better if details showed when hovering over points instead of clicking each one.
  • I didn’t like the prices. The cost of MAPOG felt high relative to the value it provides, which makes it challenging to justify the investment, especially if your budget is tight or if there are alternative solutions available at a lower cost.

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

GeoPandas
Founded: 2013
geopandas.org/en/stable/

Company Information

MAPOG
Founded: 2015
India
story.mapog.com

Alternatives

Alternatives

PandaCue

PandaCue

CodeSol Technologies
Albatross

Albatross

Terrabit
Atlas

Atlas

Atlas.new
eSpatial

eSpatial

eSpatial Solutions

Categories

GIS

Categories

GIS

GIS Features

3D Imagery
Census Data Integration
Color Coding
Geocoding
Image Exporting
Image Management
Internet Mapping
Interoperability
Labeling
Map Creation
Map Sharing
Near-Matching
Reverse Geocoding
Spatial Analysis

Integrations

Google Earth Engine
Union Pandera

Integrations

Google Earth Engine
Union Pandera
Claim GeoPandas and update features and information
Claim GeoPandas and update features and information
Claim MAPOG and update features and information
Claim MAPOG and update features and information