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/kgotsosm/fcc-data-analysis

Notebooks created for the Data Analysis Course on freeCodeCamp

data-analysis data-visualization matplotlib pandas seaborn

Last synced: 17 Apr 2026

https://github.com/noluyorabi/bravais-pearson-interactive

Bravais-Pearson Interactive – A web app for visualizing Pearson correlation. Generate datasets, analyze correlations, and explore regression lines, r², and p-values interactively.

data-visualization interactive-analysis matplotlib numpy pearson-correlation scipy seaborn statistics streamlit

Last synced: 17 Apr 2026

https://github.com/autumnchris/global-temp-chart

A D3.js heat map built in React.js that presents the monthly variance of the global temperature from the years 1753 to 2015.

babel css3 d3 d3-js d3js data-visualization freecodecamp heat-map heat-map-challenge heatmap javascript react reactjs sass scss webpack

Last synced: 04 Apr 2026

https://github.com/royungar/automotive_sales_insights_dashboard

Data visualization project analyzing automotive sales, recalls, and customer sentiment using IBM Cognos Analytics. Features KPIs, treemaps, heatmaps, and advanced visual storytelling techniques.

automotive-industry business-intelligence cognos-analytics csv customer-sentiment dashboard data-analysis data-engineering data-visualization eda excel heatmap ibm kpi recall-analysis sales-data treemap

Last synced: 04 Jun 2026

https://github.com/subho004/housepricepredictor

Bangalore House Price Predictor: A web app using Flask and scikit-learn to predict house prices in Bangalore based on location, area, bedrooms, and bathrooms.

bootstrap css data-science data-visualization flask github html lasso-regression linear-regression machine-learning model-deployment pickle predictive-modeling real-estate-housing-prices regression-analysis ridge-regression web-development

Last synced: 04 Apr 2026

https://github.com/prcharan592/social-media-sentiment-analysis

Social media sentiment analysis using tweets involves analyzing tweet data to determine public sentiment (positive, negative, or neutral) using natural language processing (NLP) and machine learning techniques.

data-visualization machine-learning matplotlib nlp nltk numpy pandas python3 sentiment-analysis spacy tweets

Last synced: 04 Apr 2026

https://github.com/prangonghose/wikipedia-blocking-policies

This study investigates the relationship between editors’ disruptive behavior and regulation policies on English Wikipedia, focusing on the Blocking Policy page. The study collects and analyzes data from 2004 to 2022 using the Wikipedia API, page statistics, and keyword extraction.

data-analysis data-visualization matplotlib open-source pandas python3 seaborn

Last synced: 18 Apr 2026

https://github.com/awanraskall/retail-demand-analysis

Data analysis of retail meal orders, fulfillment centers, and product demand using Python

data-analysis data-visualization jupyter-notebook numpy pandas python

Last synced: 18 Apr 2026

https://github.com/priyadarshinijain/data-analysis-with-python

This Python project is focused on analyzing Diwali sales data to gain insights into customer demographics, purchase behavior, and sales trends.

data-visualization python

Last synced: 18 Apr 2026

https://github.com/amal-prasad/healthcare-insights

Healthcare Insights based on a dataset provided of a particular Hospital.

css data-preprocessing data-visualization html ipynb-jupyter-notebook mysql python3 streamlit

Last synced: 04 Apr 2026

https://github.com/lintangwisesa/react-plotly.js

Data visualization 📊 on React ⚛ using Plotly.js 📶

data-visualization plotlyjs react

Last synced: 18 Apr 2026

https://github.com/faisaljanbaloch/global-digital-economy

Insights into how the digital economy and technology are contributing to global trade.

data-science data-visualization digital-economy global-economic-data-analysis r

Last synced: 18 Apr 2026

https://github.com/aykutsp/world-fuel-prices

Interactive world map of retail fuel prices with daily-refreshed data and a trip calculator. Live station-level feeds for FR, IT, ES, UK, US + EU Bulletin and World Bank fallback.

choropleth data-visualization diesel fuel-prices gasoline github-actions github-pages leaflet open-data openstreetmap osrm react trip-planner typescript vite world-map

Last synced: 05 Apr 2026

https://github.com/deliprofesor/game-search-volume-prediction-machine-learning-models-and-forecasting

This repository uses machine learning models like Random Forest, XGBoost, LightGBM, and time-series forecasting with Prophet to predict game search volumes. Additionally, Grid Search is applied for hyperparameter tuning of the LightGBM model.

data-cleaning data-science data-visualization feature-selection forecasting-models game-search grid-search hyperparameter-tuning lightgbm machine-learning pandas prophet python random-forest scikit-learn time-series-analysis time-series-forecasting xgboost

Last synced: 18 Apr 2026

https://github.com/yashrajgithub/crop-recommendation

KrishiGyaan is a web app designed to help farmers make informed decisions on crop selection. By analyzing soil and environmental factors, the app provides personalized crop recommendations, enhancing agricultural productivity and promoting sustainable farming practices.

api artificial-intelligence crop-recommendation-system data-preprocessing data-visualization json machine-learning-algorithms pickle python random-forest-classifier scikit-learn streamlit supervised-learning train-test-split user-interface

Last synced: 05 Apr 2026

https://github.com/zh4men9/reposynergy

RepoSynergy - 一款强大的 GitHub & Gitee 仓库管理工具,支持双向同步、数据分析和高效管理。基于 Electron + Vue + FastAPI 构建,提供跨平台支持和离线功能。

cross-platform data-visualization desktop-app electron fastapi gitee-api github-api python repository-management sync-tool typescript vue

Last synced: 05 Apr 2026

https://github.com/nowon1/insurance-claim-prediction_version

This project aims to predict the insurance claim amounts based on various customer attributes using machine learning techniques. The project involves data preprocessing, exploratory data analysis, feature engineering, and model training and evaluation.

data-preprocessing data-science data-visualization exploratory-data-analysis feature-engineering insurance jupyter-notebook machine-learning numpy pandas predictive-modeling python random-forest regression-analysis scikit-learn

Last synced: 05 Apr 2026

https://github.com/satti-hari-krishna-reddy/data-whisperer

Data Whisperer is an AI-driven tool that automates exploratory data analysis (EDA), generates actionable insights, and enables natural language querying of datasets. it combines the power of AI (Google Gemini) with interactive visualizations and professional reporting.

ai data-analysis data-visualization llm python3 streamlit

Last synced: 18 Apr 2026

https://github.com/zoraizmohammad/restaurantsimulation

Simulating a restaurant under various conditions in Durham, NC

data-visualization r restaurant-management statistics toy-models

Last synced: 18 Apr 2026

https://github.com/kwokhing/visualizing-datasets-with-facets

Demo on using Facets: An Open Source Visualization Tool for Machine Learning Training Data developed by Google's PAIR Initiative

anaconda data-analysis data-visualization facets jupyter-notebook missing-data open-source python skewness unbalanced-data visualisation visualization

Last synced: 18 Apr 2026

https://github.com/kezouke/grossing-films-dataviz

Project that extracts information about the highest-grossing films from Wikipedia, stores it in a database, and presents it through an interactive, modern web page hosted on GitHub Pages

data-visualization data-wrangling json sqlite wikipedia

Last synced: 18 Apr 2026

https://github.com/sawickibartosz/facebook_message_analysis

Aplikacja Shiny prezentująca dane o wiadomościach z Messengera Facebooka.

data-visualization facebook ggplot2 python shiny shinyapps

Last synced: 18 Apr 2026

https://github.com/p1n2o/ngx-oracle-dv

Angular component to embed visualizations from Oracle Analytics Cloud into your Angular application.

angular data-visualization embed oracle-analytics-cloud oracle-visualization

Last synced: 18 Apr 2026

https://github.com/dantasl/partenon

Breve análise da base de dados publicada pelo Tribunal Superior Eleitoral sobre os votos do primeiro turno das eleições presidenciais no Brasil, 2018.

analysis brazil data-visualization pandas presidential-elections

Last synced: 18 Apr 2026

https://github.com/xfengyin/signage-dashboard

Signage Dashboard - 前后端分离的数据可视化系统

dashboard data-visualization electron fullstack vue

Last synced: 04 Jun 2026

https://github.com/prakashjha1/loan-eligibility-prediction

This repository contains the codebase and resources for a machine learning-based project aimed at predicting loan eligibility for individuals. The project utilizes various algorithms and data preprocessing techniques to build predictive models that assess the likelihood of an applicant being eligible for a loan based on historical data.

data data-visualization exploratory-data-analysis loan-prediction-analysis machine-learning-algorithms naive-bayes-classification parameter-tuning python random-forest

Last synced: 19 Apr 2026

https://github.com/robinmillford/sales-metrics-dashboard-streamlit

This Streamlit dashboard provides an interactive and comprehensive analysis of customer behavior, regional sales trends, and revenue insights. The dashboard enables businesses to identify key performance metrics, customer segments, and revenue drivers, supporting data-driven decision-making.

dashboard data-analysis data-visualization duckdb sales-analysis sales-dashboard streamlit-dashboard

Last synced: 19 Apr 2026

https://github.com/shyamkumarnagilla/ai-powered-forecasting-for-agricultural-productivity

AI Powered Forecasting for Agricultural Productivity is a project that utilizes machine learning to predict crop yields and optimize farming practices. By harnessing historical and real-time data, this model empowers farmers with data-driven insights to enhance productivity and sustainability in agriculture.

data-analysis data-visualization deep-learning flask neural-network

Last synced: 19 Apr 2026

https://github.com/reallyabdullah/machine-learning-portfolio

Explore my Machine Learning Portfolio Repository for impactful projects showcasing my expertise in fraud detection, MLOps, and cloud deployment. Dive into innovative solutions and let's shape the future of AI together! 🚀

artificial-intelligence cloud-deployment data-analytics data-science data-visualization llms ml mlops nlp python

Last synced: 19 Apr 2026

https://github.com/simoesleticia/data-visualization-tutorial

Guia prático de visualização de dados com Seaborn e Matplotlib

data-visualization data-visualization-python matplotlib-tutorial seaborn-tutorial

Last synced: 19 Apr 2026

https://github.com/vyjayanthipolapragada/data_analytics_medical_appointments

Analyzing the data set which consists of medical appointments to draw insights about patient's no-show scenarios

data-analysis data-analytics data-cleaning data-visualization data-wrangling jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 19 Apr 2026

https://github.com/akash-v7/telecom_customer_churn_prediction

A machine learning project to predict customer churn in the telecom industry using data analysis and classification models. The project includes data preprocessing, exploratory data analysis (EDA), model building, and insights to help telecom companies improve customer retention strategies.

data-analysis data-science data-visualization jupyter-notebook machine-learning predictive-modeling python

Last synced: 20 Apr 2026

https://github.com/kmbuki/uk_police_data

R programming - Using open data about crime and policing in England, Wales and Northern Ireland.

data-analysis data-visualization r

Last synced: 04 Jun 2026

https://github.com/namratha2301/carprice_analysisandprediction

This project analyzes factors influencing vehicle prices using a dataset of various attributes, including Engine capacity, Power, Mileage, and Seating capacity.

data-analysis data-visualization exploratory-data-analysis machine-learning pandas predictive-modeling random-forest-classifier regression scikit-learn seaborn

Last synced: 20 Apr 2026

https://github.com/thuongtruong109/charts

📊 Visualizing data via d3 charts

chart chartjs csv d3 data-visualization nextjs react reactjs typescript

Last synced: 20 Apr 2026

https://github.com/arda-guler/binmotion

Convert ANY data to a video file. Sister project of binGallery.

data data-visualization proof-of-concept video

Last synced: 04 Jun 2026

https://github.com/xre22zax/roller-coaster

Explore award-winning wood and steel coasters from 2013-2018 Golden Ticket Awards & Captain Coaster, all powered by Python and interactive visualizations.

analytics data-analysis data-visualization pandas python python-lambda python3 visualization

Last synced: 20 Apr 2026

https://github.com/chris-santiago/ferrum

Ferrum is a statistical visualization library for Python: a grammar-first charting system that unifies exploratory plots, statistical graphics, interactive views, and model diagnostics, backed by a Rust engine. Built in 10 days by one human and an agentic Claude framework.

altair data-visualization ggplot2 grammar-of-graphics machine-learning matplotlib plotly plotnine plotting python rust seaborn statistical-graphics

Last synced: 05 Jun 2026

https://github.com/timjjting/nba-teams-pts

The NBA Teams’ Performance Tracking System is a project aims to help users to track the performance of NBA teams from 2000 to 2009.

bootstrap d3js data-visualization jquery nba nba-visualization

Last synced: 20 Apr 2026

https://github.com/ezeparziale/hello-streamlit

:bar_chart: Demo streamlit para analisis de datos

data-science data-visualization python streamlit

Last synced: 20 Apr 2026

https://github.com/heremaps/data-lens-javascript-examples

Self-contained JavaScript examples for HERE Data Lens.

data-lens data-visualization examples interactive js

Last synced: 21 Apr 2026

https://github.com/rahulpatel0615/sales-analysis-project

Sales Data Analysis Dashboard with Python, Pandas, and Matplotlib. Features 12+ visualizations and comprehensive insights.

data data-analysis data-visualization matplotlib pandas portfolio python

Last synced: 21 Apr 2026

https://github.com/chauxvive/fccscatter

An interactive D3.js scatter plot visualizing doping allegations in professional cycling. Built as part of FreeCodeCamp’s Data Visualization certification

d3 d3js data-visualization dataviz

Last synced: 21 Apr 2026

https://github.com/datasqlsantosh/electric_vechicle_data_anlaysis

In this personal Electric Vehicle Data Analysis Portfolio project, an exploratory data analysis was performed on the Electric Vehicle Data available on Kaggle. The main aim of the project is to uncover insights into the Electric Vehicle Good and profits trends.

data-cleaning data-visualization electric-vehicle power-bi sql sql-server

Last synced: 05 Jun 2026

https://github.com/robinmillford/optimizing-treatment-plans-through-data-analysis

The primary focus was on understanding customer health, treatment, and associated charges over multiple years.

data-analysis data-visualization healthcare mysql powerbi sql

Last synced: 22 Apr 2026

https://github.com/rajesh9943/sentiment-analysis-of-consumer-opinions-on-amazon-products

Developed a comprehensive Sentiment Analysis System aimed at classifying Amazon product reviews into positive, neutral, and negative sentiments. The project leveraged advanced Natural Language Processing (NLP) techniques alongside machine learning algorithms to deliver accurate and actionable insights from customer feedback

amazon data-analysis data-manipulation data-preprocessing data-presentation data-visualization machine-learning nlp nlp-library nltk product-reviews-analysis sentiment-analysis sklearn-library word-cloud-generator-in-python-3

Last synced: 05 Jun 2026

https://github.com/rorrell/lifeexpectancy

A Jupyter Notebook where I create a chart with two line plots on it to check out the life expectancy of men vs. women from 1900-2018

data-analysis data-visualization jupyter-notebook python3

Last synced: 22 Apr 2026

https://github.com/leabrodyheine/california-schools-data-visualization

This front-end project provides interactive visualizations of learning models adopted by California schools during the pandemic. Using D3.js and Mapbox, it dynamically presents data through bar charts, bubble charts, heatmaps, and geographic maps, allowing users to explore trends across school types, sizes, and districts.

d3-visualization d3js data-analysis data-visualization mapbox openai plotly

Last synced: 22 Apr 2026

https://github.com/jordansrowles/rowles.winforms.vizmorph

A versatile WinForms chart control that smoothly transitions between line and bar chart modes, featuring customizable colors, axes, animations, and persistent value labels. Ideal for dynamic data visualization with support for negative values and real-time updates.

data-visualisation data-visualization winforms winforms-controls

Last synced: 23 Apr 2026

https://github.com/tranngoca5039/bigquery-a5y

📊 Streamline your data analysis with bigquery-a5y, a powerful tool for optimizing BigQuery performance and improving query efficiency.

analytics api big-data bigquery cloud-computing data-analysis data-integration data-management data-pipeline data-visualization data-warehouse google-cloud machine-learning serverless sql

Last synced: 05 Jun 2026

https://github.com/ppatrzyk/heatmap

Display CSV as a heatmap in terminal

csv data data-visualization terminal

Last synced: 24 Apr 2026

https://github.com/gowhale/daily-spend-analysis

Python script to analyse spending habits.

data-visualization pandas python

Last synced: 24 Apr 2026

https://github.com/arunabhagit/inventory-misalignment-and-revenue-loss-in-multi-store-bike-retail

This project focuses on identifying the inventory and demand mismatch causing stagnant sales and lost revenue in a bike retail chain. By analyzing store-level performance and regional customer preferences, the project aims to detect underperforming products.

data-analysis data-visualization powerbi python

Last synced: 24 Apr 2026

https://github.com/datalopes1/bank_marketing

Este projeto será baseado no Dataset Bank Marketing encontrado na UC Irvine - Machine Learning Repository e disponibilizado por S. Moro, R. Laureano e P. Cortez

data-analysis data-science data-visualization eda python

Last synced: 24 Apr 2026

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

We are mainly interested on plotting with 3 types of charts: Line Charts, Area Charts and Bar Charts. But we will look at other visualizations as the project progresses. Main Requirements for the Charts: · Title Label · X and Y

codeigniter data-visualization

Last synced: 24 Apr 2026

https://github.com/andreazoccatelli/europe_emissions_shinyapp

A shiny app which shows the gas emissions of european countries from 2011 to 2020

data-science data-visualization emissions-co2

Last synced: 24 Apr 2026

https://github.com/avnigoyal25/ipl_eda

Exploratory Data Analysis on IPL datasets

data-visualization eda python

Last synced: 24 Apr 2026

https://github.com/manisharora96/data-analysis-of-smartwatch

The project is structured with sample data, step-by-step Jupyter notebooks, and modular Python scripts for automated analysis

data-analysis data-visualization jupyter-notebook python smartwatch-analysis

Last synced: 24 Apr 2026

https://github.com/dpb24/datakind-2025

📊 Data Analytics: Identifying Actionable Insights to Improve Financial Inclusion in Kenya

data-analytics data-visualization databricks datakind exploratory-data-analysis financial-data geopandas jupyter-notebook kenya matplotlib numpy python seaborn

Last synced: 24 Apr 2026

https://github.com/pyrypp/taxipoint_streamlit

The front-end for the taxi demand prediction service

data-visualization streamlit

Last synced: 24 Apr 2026

https://github.com/mrdvince/co2-dashboard

A CO2 emissions dashboard visualization using d3.js. https://droid021.github.io/co2-dashboard/

d3 data-visualization

Last synced: 24 Apr 2026

https://github.com/pedrohdosanjos/economic-data-analysis

This project aims to analyze the export data from various states in the United States to Brazil over time. The data is sourced from the FRED (Federal Reserve Economic Data) API and processed to identify the top 5 exporting states for each year, as well as the states with the highest total export value across all years.

api data-analysis data-visualization jupyter-notebook python

Last synced: 24 Apr 2026

https://github.com/mehmetkahya0/gallstone_dataset_analysis_project

Safra Taşı Hastalığı (Gallstone-1) Veri Seti Analizi (https://archive.ics.uci.edu/dataset/1150/gallstone-1)

analysis analytics data data-analysis data-science data-visualization database graph matplotlib python

Last synced: 25 Apr 2026

https://github.com/stefagnone/airbnb-data-analysis

Data analysis and visualization of Airbnb listings using text mining frameworks, Tableau dashboards, and MongoDB to uncover business insights for optimizing strategies.

airbnb-data-analysis business-insights data-visualization mongodb r-programming sentiment-analysis tableau-dashboards text-mining

Last synced: 25 Apr 2026

https://github.com/tmoulik/bikeshare-python

Analysis of Bikeshare data from three major cities

data-analysis data-visualization python udacity-nanodegree

Last synced: 25 Apr 2026

https://github.com/tanyakuznetsova/world-happiness-report-2023-in-europe

Happiness Insight '23: Navigating global joy. Exploring trust's role in life satisfaction with my World Happiness Report analysis.

citizen-science data-storytelling data-visualization global-indicators life-satisfaction social-trust world-happiness-report

Last synced: 25 Apr 2026

https://github.com/kruthiktr/crop-recommendation-system-using-machine-learning

A machine learning-based system recommending crops based on soil, climate, and environmental conditions to optimize agricultural yields.

ai-in-agriculture crop-recommendation data-visualization machine-learning prediction python python3 recommendation-system

Last synced: 25 Apr 2026

https://github.com/marielachirinosr/bellabeat-wellness-data-trends

Analyzing smart device data for insights on user activity patterns to optimize interventions for better health outcomes.

data data-analysis data-visualization pandas python python3 tableau tableau-public

Last synced: 25 Apr 2026

https://github.com/leandrocollares/ei-beneficiaries-in-canada

A responsive line chart showing regular Employment Insurance beneficiaries in Canada and its provinces and territories between 2019 and 2021

d3 data-visualization svelte

Last synced: 25 Apr 2026

https://github.com/bkamapantula/chart-recommender-gui

A rule-based chart recommendation service. Useful for teams to self-host or as an internal service.

data-visualization python

Last synced: 25 Apr 2026

https://github.com/dingaaling/webcam-mirror

Use a webcam as a mirror to view your NYC/FB data identities

data-identities data-visualization facial-detection facial-keypoints flask-application opencv

Last synced: 25 Apr 2026

https://github.com/dulajkavinda/matplotlib-ml

📊Data visualisation with matplotlib library.

data-visualization jupyter-notebook matplotlib python seaborn

Last synced: 25 Apr 2026

https://github.com/novojitsaha/football-viz

Football Data Visualization using Statsbomb Open Data

data-visualization football-data frontend react typescript

Last synced: 25 Apr 2026

https://github.com/chandansoren/customer-personality-analysis

Predict how different customer segments will respond for a particular product or service.

data-analysis data-visualization python

Last synced: 26 Apr 2026

https://github.com/lasyakonduru/web-app-for-sentiment-analyzer-a-comprehensive-tool-for-analyzing-text-and-dataset-sentiments

A powerful and user-friendly tool for analyzing sentiments in text and datasets. This app leverages advanced sentiment analysis techniques to provide real-time insights, helping users classify text as Positive, Negative, or Neutral, and visualize sentiment trends for better decision-making.

data-visualization machine-learning natural-language-processing python sentiment-analysis streamlit vader-sentiment-analysis webapp

Last synced: 26 Apr 2026

https://github.com/developerdavid2/finex-health-analytics

A modern, minimalist website for Finex Healthcare Analytics & Informatics LLC — showcasing data-driven healthcare solutions, cybersecurity, and AI innovation. Built with Next.js, Tailwind CSS, Framer Motion, and component-driven design.

aceter analytics cybersecurity data-visualization finex finex-healthcare framer-motion healthcare magicuidesign minimal modern nextjs15-typescript shadcn tailwind

Last synced: 26 Apr 2026

https://github.com/odinleepro/airbnbnewyorkcityanalysis

AirbnbNewYorkCityAnalysis is a comprehensive data analysis and visualization project exploring short-term Airbnb rental trends across New York City (2008–2022). Using open source Airbnb data, the project combines data cleaning, statistical summaries, and Tableau dashboards to uncover pricing patterns, borough level distribution, and insights.

airbnb analytics-project data-analysis data-cleaning data-science data-visualization new-york-city real-estate-analytics tableau urban-analysis

Last synced: 27 Apr 2026

https://github.com/tsbarr/citi-bikes-challenge

Citibikes NYC Data Analysis: Uncover insights from over a decade of ride data. Jupyter notebook for data aggregation/cleaning & Tableau dashboards for interactive visualization.

data data-visualization pandas-python python tableau

Last synced: 27 Apr 2026

https://github.com/gerhynes/d3-histogram

A d3 histogram displaying UN data on worldwide births. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

Last synced: 27 Apr 2026

https://github.com/parnika798/election-result-dashboard

Streamlit dashboard exploring correlations between ad spending and voter turnout in the 2024 Indian General Elections. Includes dynamic filters, intuitive charts, and election campaign impact exploration.

2024-indian-general-elections data-visualization election-data-analysis interactive-dashboard streamlit

Last synced: 22 May 2026

https://github.com/tostaylo/bicycle_death_data_visualization

Visualizing bicycle fatality data for the United States

beautifulsoup d3 data-visualization

Last synced: 27 Apr 2026

https://github.com/arda-guler/koerimei

KOERI Mapping Extension Interface. Maps latest earthquakes detected by Kandilli Observatory and Earthquake Research Institude.

data-visualisation data-visualization earthquake earthquake-visualization earthquakes geography map mapping

Last synced: 07 Jun 2026