An open API service indexing awesome lists of open source software.

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/sevilaymuni/project-no.2-pandas-tableau-student-mobility

Pandas assisted Feature Engineering on Study Mobility: Tableau Dashboards on Students' Preferences

data-analysis data-extraction data-visualization feature-engineering pandas python tableau-dashboards tableau-desktop tableau-public

Last synced: 03 May 2026

https://github.com/andersoncrs/clasificacion_diabetes_analisis_exploratorio_de_datos

Este proyecto aplica técnicas de análisis exploratorio de datos y algoritmos de clasificación para predecir la presencia de diabetes a partir de información médica.

data-visualization logistic-regression machine-learning medical-data notebook python

Last synced: 15 May 2026

https://github.com/prakharagr2001/whatsappchatanalyzer

WhatsAppChat Analyzer is a Python-powered website leveraging the capabilities of NumPy, Pandas, and Streamlit. It provides comprehensive analysis of WhatsApp conversations, extracting valuable insights and statistics for a user-friendly interpretation of chat data.

chat-analysis data-visualization numpy pandas python streamlit whatsapp-chat

Last synced: 20 Jan 2026

https://github.com/lewismakau/portfolio-projects

This repository contains file data and SQL files for projects used for my Portfolio.

data-analysis data-cleaning data-structures data-visualization database google-analytics microsoft-sql-server mysql powerbi tableau

Last synced: 02 Apr 2026

https://github.com/azaz9026/loan_approval_prediction

Welcome to the Loan Approval Prediction repository! This project aims to build a predictive model that can determine whether a loan application should be approved or denied based on various features. Purpose The goal of this repository is to develop a machine learning model that can accurately predict loan approval decisio

data data-analysis data-visualization eda machine-learning numpy pandas python statistics

Last synced: 06 Apr 2026

https://github.com/sayamalt/tmdb-movies-end-to-end-etl-and-ml-pipeline

This project encompasses end-to-end ETL and ML pipeline development. Data ingestion from TMDB API covered top-rated, current, upcoming, and popular movies with genres. Performed EDA to derive several valuable insights and observations. Developed a regression model with 97% r2 score to predict average movie ratings accurately.

azure-databricks azure-key-vault data-ingestion data-transformation data-visualization etl-pipeline exploratory-data-analysis extract-transform-load feature-engineering mlflow mlflow-tracking model-training-and-evaluation pyspark-mllib regression-models spark

Last synced: 15 May 2026

https://github.com/dsite42/capstone_project_rossmann

This is the final project of my 6-month training as a Certified Data Scientist at XDi - Experience Design Institut GmbH

data-science data-visualization machine-learning plotly python regression-models reports

Last synced: 15 May 2026

https://github.com/sarveshdhond/home_value_analysis

Home value analysis of North America using Tableau. This project takes into consideration home values, bedrooms, bathrooms, condition and location.

data-analytics data-visualization tableau

Last synced: 11 Jan 2026

https://github.com/diliprk/smartcityvisualization

Data Wrangling and Data Visualization Works done for Smart City Project at HBK Saar

bokeh data-analysis data-visualization python3

Last synced: 15 May 2026

https://github.com/aromoh/bokeh-dashboard-debate-analysis

Project developed in Python 3.5 making use of Bokeh library to display the opinion of users of the debate of June 13, 2016 among the candidates for the presidency of the government of Spain.

bokeh dashboard data-visualization python-3-5 sentiment-polarity

Last synced: 02 Apr 2026

https://github.com/tiennm99/programming-fengshui

Map programming languages to Ngũ Hành (Five Elements) by their GitHub Linguist colors. Dual-mode static site: classic (2018 toidicodedao image) and modern (HSL classifier focused on TIOBE Top 20).

data-visualization feng-shui github-linguist github-pages ngu-hanh programming-languages static-site tiobe-index vanilla-javascript vietnamese

Last synced: 01 Jul 2026

https://github.com/tiennm99/xr2s25fe

Personal device-upgrade datasheet — iPhone XR (2018) to Galaxy S25 FE (2025), rendered six ways: blueprint + five Apple-style formats.

apple-to-android blueprint data-visualization device-comparison html-css iphone-xr samsung-galaxy-s25-fe static-site svg

Last synced: 01 Jul 2026

https://github.com/kevinbdx35/rocket-telemetry

Modern rocket telemetry system with real-time dashboard, built in Python using PyQt5 and matplotlib

aerospace-engineering aerospace-sensors dashboard data-visualization embedded-systems flight-data gui matplotlib pyqt5 python real-time rocket telemetry

Last synced: 15 May 2026

https://github.com/arosas17/bikesharing

Use of Tableau Public to create unique graphs to visualize clear patterns in a bike-sharing program and possibly be applied to a new bike-sharing program.

data-visualization tableau-public

Last synced: 25 Apr 2026

https://github.com/fadhiildzaki/bank_deposit_prediction

This project showcases an end-to-end data science solution to predict whether a client will subscribe to a term deposit based on historical marketing data from a Portuguese banking institution. By leveraging machine learning algorithms, the project aims to improve the efficiency and effectiveness of marketing campaigns.

classification-algorithm data-analyst data-science data-visualization machine-learning python statistical-analysis supervised-learning

Last synced: 15 May 2026

https://github.com/stephenombuya/data-visualization-with-r

This repository contains R programs that generate various types of charts and plots, commonly used for data visualization. The visualizations include:

bar-charts data-visualization plots-in-r r scatter-plot

Last synced: 29 Oct 2025

https://github.com/cyberoctane29/salifort-motors-predicting-employee-turnover-and-improving-retention-analysis-and-modeling

In this project, I work as a data analytics professional at Salifort Motors, a fictional leader in alternative energy vehicles. I analyze employee survey data to identify turnover drivers and build predictive models, including multiple logistic regression, decision trees, and random forests, to forecast attrition and support retention strategies.

data-analytics data-visualization decision-trees eda employee-attrition ethical-artificial-intelligence feature-engineering logistic-regression machine-learning random-forest regression-analysis statistical-analysis supervised-learning turnover-analysis

Last synced: 09 Jul 2025

https://github.com/cyberoctane29/deutsche-bank-customer-churn-prediction-end-to-end-analysis-and-modeling

In this project, I aim to predict customer churn for Deutsche Bank using supervised machine learning. It involves data exploration, feature engineering, and building Naive Bayes, Decision Tree, Random Forest, and XGBoost models. Models are tuned, evaluated, and compared to identify the best approach for churn prediction.

bank-customer-churn churn-analysis churn-prediction customer-churn-analytics data-analysis data-analytics data-visualization decision-tree eda gaussian-naive-bayes machine-learning random-forest supervised-learning xgboost

Last synced: 11 Oct 2025

https://github.com/oshinrathor/data-science-systems-and-analytics-projects

Dive into my Data Science Projects Repository, featuring a Spam SMS Classifier, NIA Dashboard, H1N1 Vaccine Prediction, and NYC Taxi Fare Prediction. Each project showcases my skills in data cleaning, exploratory analysis, modeling, and visualization, offering valuable insights and methodologies for data enthusiasts and practitioners.

dashboard data-analysis data-driven-decisions data-presentation data-science data-visualization dataexploration eda insights nia webanalytics

Last synced: 02 Mar 2025

https://github.com/yujonglee/seoul-ultrafinedust-visualization

Seoul Ultrafine-dust Visualization using Open data.

data-visualization fine-dust perl5 processing

Last synced: 15 May 2026

https://github.com/melih0132/projects

This repository showcases projects from my computer science journey, covering technologies like web development and interactive applications.

csharp data-visualization database game-development html-css javascript python software-development unity web-development

Last synced: 27 Mar 2025

https://github.com/satyacoder29/crm-analytics

CRM Analytics Dashboard – An interactive dashboard using Tableau, SQL, and Salesforce CRM Analytics (CRMA) to analyze sales performance, customer segmentation, and churn prediction. Features automated ETL pipelines, predictive analytics, and real-time insights for data-driven decision-making. 🚀📊

advanced-excel data-analysis data-cleaning data-collection data-transformation data-visualization matplotlib numpy pandas powerbi python seaborn sql tableau

Last synced: 03 Mar 2025

https://github.com/vavarm/data-analysis-french-electric-automobile-infrastructure

Data analysis realized in R Shiny and Python about the French electric vehicle and charging station infrastructure

data-analysis data-science data-visualization factominer geojson ggplot2 plotly python r rshiny

Last synced: 15 May 2026

https://github.com/abdul-aa/kickstarters

Predictive Modeling and Clustering Insights for Kickstarter Success

boosting-ensemble clustering clustering-analysis data-visualization gradient-boosting kprototypes python shap

Last synced: 15 May 2026

https://github.com/arction/lcjs-example-0908-3drealtimepoints

A demo application showcasing LightningChart JS to display 3D Scatter chart in real-time.

3d-visualization chart data-visualization lcjs lightningchart-js scatter-plot

Last synced: 12 Mar 2025

https://github.com/darylalim/streamlit-highcharts

Streamlit app for building data visualizations with the Highcharts for Python Toolkit.

data-visualization highcharts

Last synced: 01 Jul 2026

https://github.com/alifeee/occupation-data

Plotting Industry and occupation data from the ONS 2021 Census

census data-visualization employment occupation office-for-national-statistics ons pie-chart

Last synced: 26 Jun 2025

https://github.com/mananabbasi/machine-learning-and-data-mining-

This repository contains **Machine Learning** and **Data Mining** projects, where I explore datasets, build predictive models, and uncover patterns using techniques like **Classification**, **Clustering**, and **Sentiment Analysis and Text Mining**. Each project includes code, datasets, and detailed documentation to showcase the process and results

anaconda business-analytics business-intelligence classification clustering data-science data-visualization jupyter-notebook machine-learning python sentiment-analysis text text-classification

Last synced: 03 Jul 2026

https://github.com/gui-sitton/y.music

In this project I compared the musical preferences of the citizens of Springfild and Shelbyville. I examined real Y.Music data to test hypotheses and compare the behavior of users in these two cities.

data data-analysis data-analysis-python data-science data-visualization python

Last synced: 18 May 2026

https://github.com/niniola-creator/niniola-creator

This is a repository that I have created to show my skills, share my projects and track my progress in my data science/web development journey.

bootstrap5 css3 data-analysis data-science data-visualization database html5 javascipt javascript matplotlib pandas powerbi python spreadsheets sql

Last synced: 07 Apr 2026

https://github.com/gfav-cybergeek/prodigy_ml_01

A linear regression model to predict house prices based on square footage, number of bedrooms, and bathrooms. Includes feature engineering, preprocessing, and model evaluation.

ai airtificialintelligence algorithms algorithms-and-data-structures data-structures data-visualization jupyter jupyter-notebook jupyterlab machine-learning machine-learning-algorithms machine-learning-models python

Last synced: 05 Apr 2025

https://github.com/piras-s/tuningcurvesnestedbayesianinference

Bayesian inference of neural tuning curves using nested sampling (PyMultiNest), with theory, simulation, and diagnostic visualizations.

bayesian-inference data-visualization machine-learning model-evaluation nested-sampling neuroscience pymultinest python3 simulation

Last synced: 18 May 2026

https://github.com/cyprianfusi/new-york-city-public-schools-and-sat-scores

One of the most controversial issues in the U.S. educational system is the efficacy of standardized tests and whether they're unfair to certain groups. We could correlate SAT scores with factors like race, gender, income, and more.

data-analysis-python data-cleaning data-visualization data-wrangling

Last synced: 21 Mar 2025

https://github.com/cosmoduende/r-ggcats

StrangeR things: Adding… Cats? to your plots on R. How to analyze and visualize data with the help of funny cats with the ”ggcat” package.

data-analysis data-analytics data-science data-visualisation data-visualization data-viz dataviz ggcats r-language r-library r-package r-programming r-scripts r-studio rstats rstudio

Last synced: 22 Jul 2025

https://github.com/kylemit/livedataisbeautiful

A casual attempt at data visualizations

data-visualization highcharts

Last synced: 20 May 2026

https://github.com/ddihora1604/iitk_task

A comprehensive financial data analysis system that collects, processes, and analyzes data from approximately 500 tickers in the S&P Global Index. It provides detailed financial information, ESG metrics, and various financial statements for comprehensive market analysis.

beautifulsoup4 data-analysis data-visualization datamodelling dataset esg machine-learning python yahoo-finance

Last synced: 30 Jun 2026

https://github.com/j5py/py4e

Python for Everybody Specialization (from University of Michigan on Coursera).

api data-visualization json python sql sqlite xml

Last synced: 05 May 2026

https://github.com/ireneflorez/exploration_r

Data exploration on the 'White Wine Quality' dataset using R

data-analysis data-visualization r

Last synced: 16 Jun 2026

https://github.com/annaanastasy/clustering-fish-species

A comprehensive project demonstrating the use of various clustering techniques to analyze and group fish data effectively.

clustering-algorithm data-science data-visualization machine-learning-algorithms unsupervised-clustering unsupervised-machine-learning

Last synced: 05 Apr 2025

https://github.com/another-guy/use-d3

React hooks for D3.js data visualization library.

d3 d3js d3js-hook d3js-hooks data-visualization data-viz react react-hook react-hooks reactjs

Last synced: 16 Jan 2026

https://github.com/shubhammittal-data/sales-customer_dashboard_tableau

An interactive Tableau project showcasing advanced data visualization techniques for sales performance and customer analytics. This dashboard provides key business insights using KPIs, trend analysis, and customer segmentation. Designed for executives, sales managers, and marketing teams to drive data-driven decision-making.

customer-behavior-analysis customer-segmentation data-analysis data-visualization product-analytics sales-analysis tableau tableau-dashboards tableau-public

Last synced: 07 Mar 2026

https://github.com/chahelgupta/fitness-data-analysis-r-project

This project focuses on analyzing fitness data collected from various tracking devices to gain insights into users' activity levels, sleep patterns, calorie expenditure, and heart rate. The dataset used in this project consists of multiple CSV files, each containing different aspects of fitness-related data.

data-analysis data-cleaning data-exploration data-science data-visualization r r-language r-programming r-studio

Last synced: 18 May 2026

https://github.com/wvictor14/tidytuesday

My #TidyTuesday contributions

data-visualization r tidytuesday

Last synced: 03 Jul 2026

https://github.com/singhdivyank/visualization

Wrangling NYPD data and visualising using graphs and maps in Python, Tableau, and R

data-visualization data-wrangling geopandas ggplot2 plotly pygwalker

Last synced: 13 Jun 2026

https://github.com/majajuri/vizualizacija-podataka

Labosi iz predmeta Vizualizacija podataka (FER)

d3js data-visualization jupyter-notebook tableau

Last synced: 05 Apr 2025

https://github.com/smahala02/materials-science-data-analysis

Analysis of diffraction and spectrum data in materials science using Python for data visualization and interpretation.

data-visualization diffraction-analysis materials-science python spectrum-analysis

Last synced: 18 May 2026

https://github.com/jigyasag18/data-analysis-using-ms-excel

This project is on analyzing real-time data from Ambuvians Healthcare, a health products startup. It included data cleaning, such as removing duplicates and addressing missing values, followed by analyses to reveal insights into sales trends, customer demographics, and purchasing behaviors. Visualizations in MS-Excel including bar and pie charts.

analysis data data-visualization dataanalysis datacleaning datapreprocessing dataset msexcel visualization

Last synced: 07 Mar 2026

https://github.com/jigyasag18/amazon-power-bi-dashboard

The Amazon Power BI Dashboard Project repository provides an interactive analytics dashboard for visualizing and analyzing sales performance across various product categories within Amazon's ecosystem. Utilizing comprehensive sales data, it empowers stakeholders with actionable insights to enhance decision-making and improve business strategies.

data data-visualization dataanalysis dataanalytics dataset datasets datavisualization-project powerbi powerbi-report powerbi-visuals powerbidashboard

Last synced: 07 Mar 2026

https://github.com/lparham2/factors-driving-ev-adoption-charging-station-deployment

This project explores factors driving EV adoption and charging station deployment using Python-based data analysis. It examines sales trends, infrastructure growth, and socioeconomic influences to uncover key insights. The goal is to aid policymakers and businesses in optimizing EV infrastructure and accelerating sustainable transportation.

data-analysis data-visualization electric-vehicle-charging-station electric-vehicles powerpoint-presentations python

Last synced: 18 May 2026

https://github.com/neuraladitya/polynomial_regression_c

A high-performance polynomial regression implementation in pure C with gradient descent optimization and visualization support.

algorithm-implementation c-programming csv-processing data-science data-visualization high-performance-computing machine-learning numerical-computing polynomial-regression regression-analysis

Last synced: 05 Apr 2025

https://github.com/SebastianUrdaneguiBisalaya/diseases-fissal-peru

Análisis holístico de atenciones por enfermedades raras, huérfanas y transplantes coberturados por FISSAL en el Perú.

data-analysis data-visualization python

Last synced: 04 Jul 2026

https://github.com/lucs1590/triathlon-dashboard

This is a repository that shows some graphics and makes a dashboard related to triathlon data.

angular dashboard data-visualization data-viz graphs plotly plotly-dash plotlyjs storytelling triathlon

Last synced: 12 May 2026

https://github.com/dkoh2018/car_shopping

A car price analysis tool with brand comparisons, trend tracking, and interactive visualizations. Built with Python and Streamlit

automotive car-market data-visualization price-analysis price-tracker python streamlit web-scraping

Last synced: 18 May 2026

https://github.com/gui-sitton/games

Identify patterns that determine whether a game is successful or not. This will allow you to identify potential big winners and plan advertising campaigns.

data data-analysis data-analysis-python data-science data-visualization python

Last synced: 18 May 2026

https://github.com/adhit-r/holocron

A 3D Star Wars universe explorer. Galaxy, timeline, Force-lineage, datapad — one selection drives all four. Next.js + R3F + Tailwind. Real public data, no backend.

3d data-visualization embeddings force-graph good-first-issue interactive knowledge-graph nextjs react react-three-fiber semantic-search shaders star-wars tailwindcss threejs transformers-js typescript webgl webgpu wookieepedia

Last synced: 18 May 2026

https://github.com/kevinwood15/python_twitter_datawrangling_project

The main objectives of this project is to wrangle (clean) and analyze twitter data. I deal with some messy data, clean it, then plot some visualizations of the data to analyze it.

cleaning-data data-science data-visualization python wrangling-data

Last synced: 18 May 2026

https://github.com/ddihora1604/social_media_analysis

A powerful, interactive dashboard for analyzing social media conversations, trends, and network dynamics. This tool allows researchers and analysts to explore patterns in social media data, identify key trends, and detect coordinated behavior.

aiml css data-analysis data-visualization html javascript python

Last synced: 01 Jul 2026

https://github.com/drisskhattabi6/meteo-data-mining

This repo contains using Data Mining Techniques to analyze meteorological (meteo) data. The objective is to extract meaningful insights and patterns from the data that can aid in understanding weather phenomena and predicting future weather conditions.

cart data-analysis data-mining data-visualization decision-making decision-tree extract-data extract-insights insights-analytics insights-data k-means knn machine-learning svm

Last synced: 21 Mar 2025

https://github.com/ahmedmmahrous/movie-recommendation-and-analysis

Perform analysis and Basic Recommendations based on Similar Genres and Movies which Users prefer.

data-visualization feature-engineering nu pan py recommender-system seaborn

Last synced: 03 Feb 2026

https://github.com/bamresearch/sofa

SOftware for Force Analysis - A graphical user interface to analyze Atomic Force Microscopy Force Spectroscopy data

atomic-force-microscopy data-science data-visualization

Last synced: 17 Jan 2026

https://github.com/stxkxs/loupe

A GLP-1 / cardiometabolic drug navigator unifying five free, public-domain US-government datasets into one sourced page per drug. Agent-native: one Zod contract served three ways — a React SPA, a Hono read API, and an MCP server — with deep-links and copy-as-API on every panel.

agent-native data-visualization drug-information glp-1 healthcare hono mcp openfda react rxnorm tailwindcss tanstack typescript vite zod

Last synced: 04 Jul 2026

https://github.com/code-with-zeeshan/remote-work-productivity-analyzer

ProductivityAnalyzer v2.0 — A desktop application that tracks and analyzes user activity with smart categorization, focus mode, goal setting, visual reports, AI suggestions, and dark mode. Built with Python, PyQt5, PostgreSQL.

activity-tracker data-visualization desktop-app focus-mode postgresql productivity pyqt5 python

Last synced: 27 Jun 2026

https://github.com/tralahm/octave-matlab

Using matlab and octave for machine learning and numerical computing

data-science data-visualization machine-learning matlab octave-functions octave-scripts tralahm tralahtek

Last synced: 13 Jun 2026

https://github.com/curatorcodicis/reddit-sentiment-analyzer

A Python-based tool that analyzes sentiment trends in Reddit discussions. Fetch posts, analyze sentiment using NLP, and visualize trends in an interactive Streamlit dashboard.

data-visualization docker mongodb nlp praw python reddit sentiment-analysis streamlit

Last synced: 13 Apr 2026

https://github.com/shivabajelan/squamous_cell_carcinoma_treatment_analysis

The study involved treating 249 mice with SCC tumors using a range of drug regimens, including Pymaceuticals' drug of interest, Capomulin. Over 45 days, tumor development was observed and measured to compare the performance of Capomulin against other treatments. My task was to generate tables and figures for the technical report of the study.

data-visualization matplotlib pandas python

Last synced: 11 Apr 2026

https://github.com/mindrones/dualagn

Active galaxies: emission line diagrams (https://github.com/astroboxio/d3.js_dAGN_BPT)

astronomy chart d3js data-visualization galaxy interactive

Last synced: 16 May 2026

https://github.com/shivam5992/bokeh-vis

Visualising the acquisitions made by Google using python - Bokeh

bokeh bokeh-server data-visualization eda exploratory-data-analysis python

Last synced: 26 Jun 2025

https://github.com/ramonanf/tc1002s_semanatec

Herramientas computacionales: El arte de la analítica

data-analysis data-visualization jupiter-notebook pandas-python

Last synced: 15 Jun 2025

https://github.com/mimi-netizen/python-and-machine-learning-in-financial-analysis

This comprehensive repository covers financial data analysis using Python and machine learning techniques, including time series modeling, portfolio optimization, risk assessment, credit risk prediction, and deep learning applications in finance.

data-analysis data-science data-visualization finance financial-analysis financial-data financial-modeling

Last synced: 19 May 2026

https://github.com/notthestallion/data_visualisation-examples

This repository was created to learn and practice graph showing and data visualization. The goal is to gain experience in creating compelling and informative visualizations.

data data-science data-visualization database learn learn-to-code learning learning-by-doing matplotlib matplotlib-figures matplotlib-pyplot visualization

Last synced: 12 May 2026

https://github.com/sarvamm/zeno-chat

Chat with your data in natural language and get insights and plots without any writing any code

chatbot data-science data-visualization large-language-models streamlit

Last synced: 19 May 2026

https://github.com/technologiestiftung/ihk-gewerbedaten-time-travel

Data visualization that allows time travelling through the Berlin business landscape of the past decades, highlighting business registrations for each year

businesses data-visualization map maplibre-gl-js open-data stimulus-js

Last synced: 22 Jul 2025

https://github.com/iamsainikhil/data-visualization

Visualization of Web data using Python

data-analysis data-visualization python webscraping

Last synced: 13 Jun 2026

https://github.com/das-amlan/learning-plotly

This repository contains all codes of my Plotly learning path

data-visualization pandas plotly

Last synced: 07 May 2026

https://github.com/srvcl/lung-cancer-survival-analysis

Data Cleaning of a dataset and Survival Analysis in R Language

data-analysis data-science data-visualization r survival-analysis

Last synced: 11 May 2026

https://github.com/nika2811/new-york-city-taxi-fare-prediction

About In this project using New York dataset we will predict the fare price of next trip. The dataset can be downloaded from https://www.kaggle.com/kentonnlp/2014-new-york-city-taxi-trips The dataset contains 8 features along with GPS coordinates of pickup and dropoff

data data-preprocessing data-visualization decision-trees feature-engineering kaggle kaggle-competition linear-regression machine-learning neural-network nyc polynomial-regression ridge-regression scikit-learn taxi taxi-data tensorflow xgboost

Last synced: 06 Apr 2025

https://github.com/namansnghl/medical-expense-prediction-linear-reg

Medical Insurance data EDA and premium prediction

analysis data-visualization regression-models

Last synced: 11 Jun 2026

https://github.com/jabulente/geospatial-data-visualizations-tanzania-s-administrative-geographic-and-socioeconomic-landscape

This repository showcases geospatial data visualizations focused on Tanzania's administrative boundaries, geographic features, and selected socioeconomic indicators. Using GeoPandas, Matplotlib, and other geospatial libraries, the project provides static and customizable maps of regions, districts, and population distributions.

ai data-science data-visualization geopandas geospatial-analysis geospatial-visualization machine-learning oops python tanzania tanzania-locations

Last synced: 29 Jul 2025