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/alejo1630/ibm_capstone_project

This project aims to leverage predictive analytics to forecast the outcomes of rocket launches for Space Y, a new player in the commercial space industry.

data-collection data-science data-visualization data-wrangling exploratory-data-analysis machine-learning predictive-modeling python spacex

Last synced: 01 May 2026

https://github.com/marjory00/bridgecontrol-app

BridgeControl-App: A unified, real-time, predictive Multi-Modal Traffic Control Dashboard. Integrates vehicular, transit, and environmental data for proactive urban management. Built with HTML, CSS (Responsive), and D3.js.

app css d3js data-visualization express font-awesome graph html js json mongodb nodejs npm responsive-design

Last synced: 11 Apr 2026

https://github.com/com-480-data-visualization/project-2023-the-vizards

Lausanne Transportation : a data visualization of the Lausanne Transportation network. Developed by the Vizards team as part of the EPFL Data Visualization course project (COM-480).

buses data-analysis data-science data-visualization epfl lausanne map metro public-transport public-transportation switzerland webgl

Last synced: 01 May 2026

https://github.com/muhammadhilmyputrarisma/ab-test

Python code for A/B testing on Cookie Cats game data. This project analyzes the impact of moving the first gate from level 30 to level 40 on player retention and game rounds, helping to evaluate if delaying the gate improves player engagement and gameplay experience.

ab-testing cookie-cats data-analysis data-visualization game-analytics python statistics

Last synced: 18 May 2026

https://github.com/eshaagarwa/hr-analytics-project

Explore our HR Analytics Dashboard, a powerful Power BI project designed for HR managers and leaders. Analyzed essential KPIs such as Employee Count, Attrition Rate, and Job Satisfaction across various demographics.

dashboard data data-visualization dataanylasis ms-excel ms-excel-data-analytics powerbi statistics

Last synced: 23 Jan 2026

https://github.com/athari22/house_sales_in_king_count_usa

The idea of the project is to do a Data analysis in a Real Estate Investment Trust. The Trust would like to start investing in Residential real estate.

analysis data data-science data-visualization ibm ibm-watson linearregression machine-learning matplotlib numpy pandas sklearn-library

Last synced: 01 May 2026

https://github.com/archie-cm/credit_risk_model_vix_id-x_partners

The objective project is to decrease the company's losses by up to 30% through bad loans by creating a machine learning system to assist in automating loan assessments

credit-risk data-analysis data-visualization machine-learning scorecard

Last synced: 01 May 2026

https://github.com/thomasafink/optimal_knn_distance_for_data_science

Plotting the Optimal Distance for Data Scientists in Python using the K-Nearest Neighbour K-NN Algorithm

data-science data-structures data-visualization k-nearest-neighbor knn knn-classification map mapping open-street-map osm osmnx python

Last synced: 24 Oct 2025

https://github.com/linkhant19/full-stack-application-design-and-development

My work for the Full-Stack Application Design and Development class (Fall 2024). Languages and Frameworks include: HTML, CSS, JavaScript, Python, Django

css data-visualization database django full-stack-web-development fullstack-development html javascript

Last synced: 11 Apr 2026

https://github.com/owengombas/r_place

🖼 Data analysis on r/place 2022

data-science data-visualization rplace

Last synced: 18 Jan 2026

https://github.com/bsperezb/python_sql_manage

this project read a excel, save and delete objects of database and export logs and data errors in excel format

data-science data-visualization postgresql python sql

Last synced: 02 May 2026

https://github.com/dlangkip/epidash

Interactive epidemiological dashboard visualizing disease trends across Kenya. Built with PHP, Chart.js, and Leaflet for the CEMA Software Engineering Internship.

chartjs dashboards data-visualization disease-tracking epidemiology health-analytics kenya leaflet php public-health

Last synced: 02 May 2026

https://github.com/mgobeaalcoba/matplotlib_y_seaborn

Aquí dejaré trabajos de visualización realizados con ambas librerías de Python.

data-analysis data-science data-visualization dataset matplotlib numpy pandas python seaborn

Last synced: 13 Apr 2026

https://github.com/shantoroy/data-visualization-streamlit-app

Simple csv data analytics platform built using Python Streamlit

data-analytics data-visualization machine-learning python streamlit

Last synced: 13 Apr 2026

https://github.com/ineelhere/shinydwight

A dashboard depicting the great battle of Dwight Schrute and the Computer | The Office

bslib data-visualization imola r rshiny rshiny-application sass server shiny-apps ui-components

Last synced: 02 May 2026

https://github.com/harshals499/ecosecure-visualization

Data visualization project using Qlik to analyze sales performance for EcoSecure Systems.

business-intelligence data-analysis data-visualization qlik-sense sales-analysis

Last synced: 12 Jun 2026

https://github.com/johnwalley/data-viz-resources

Data visualization resources

data-visualization

Last synced: 08 Jan 2026

https://github.com/sayamalt/black-friday-sales-prediction

Successfully established a machine learning regression model which can estimate the gross Black Friday sales for a particular customer, based on a distinct set of related and meaningful features, to a fair level of accuracy.

artificial-neural-networks data-visualization deep-learning exploratory-data-analysis feature-engineering machine-learning model-deployment model-training-and-evaluation regression-analysis regression-modelling regression-testing supervised-learning

Last synced: 09 Nov 2025

https://github.com/fluxswitch/lwscope

A lightweight UART oscilloscope/data visualizer made with DearPyGui

data-visualization dearpygui debugging-tool lightweight oscilloscope python uart

Last synced: 02 May 2026

https://github.com/md-emon-hasan/2-simple-bioinformatics-dna-ml-app

A simple bioinformatics application for DNA sequence analysis using machine learning techniques, implemented in Python.

bioinformatics data-science data-visualization deployment dna-sequences dna-sequencing supervised-machine-learning

Last synced: 09 Jun 2026

https://github.com/mustika-putri-m/analysis-of-sales-transactions-in-an-online-shop---london

Crucial Question 1. How was the sales trend over the months? 2. What are the most frequently purchased products? 3. How many products does the customer purchase in each transaction? 4. What are the most profitable segment customers? 5. Based on your findings, what strategy could you recommend to the business to gain more profit?

data data-analysis-python data-analytics data-visualization ecommerce

Last synced: 24 Oct 2025

https://github.com/403errors/offset-to-hydrostatic-curve

Group project for making hydrostatic curves from the given ship offset table using python libraries

data-visualization matplotlib-pyplot numpy python3 sklearn

Last synced: 10 May 2026

https://github.com/msikorski93/visualizing-lastest-usgs-earthquakes

This notebook contains an introduction to the use of Python and cartopy to visualize data concerning earthquakes. We will first read a file with earthquake locations (latitudes, and longitudes), magnitudes in Richter scale, and depths, and other descriptors and then overlay it on a worldwide map.

cartopy data-visualization folium map

Last synced: 09 Jun 2026

https://github.com/neoxio/charts

Neoxio.Charts is a data visualization library for .NET WPF applications.

chart data-visualization line plot time-range timeline wpf

Last synced: 14 Jan 2026

https://github.com/fybex/chatgpt-conversations-analysis

Analysis of 89,000 ChatGPT conversations to understand interaction patterns and response behaviors.

chatgpt conversation-analysis data-analysis data-visualization language-analysis prompt-patterns sentiment-analysis

Last synced: 02 May 2026

https://github.com/reubenmathew/dataopsexperiments

Machine Learning, NLP and various data operations

data-science data-visualization python3

Last synced: 22 Apr 2025

https://github.com/guidodipietro/fmcranks

Raw text input to nicely formatted XLSX file + PNG image of the range

data-analysis-python data-visualization python

Last synced: 26 Jan 2026

https://github.com/gracysapra/r-in-data-science

This repository contains essential guides for data analysis using R, covering topics like data preparation, data reshaping, and data visualization. Each file focuses on fundamental techniques to manipulate, clean, and visualize data effectively using R programming.

data-analysis data-preparation data-reshaping data-science data-visualization data-visualizations ggplot r r-for-data-science

Last synced: 19 Apr 2026

https://github.com/cainmagi/dash-json-grid

Dash porting version of the react project React JSON Grid. Provide structured and nested grid table view of complicated JSON objects/arrays.

dash data-visualization json json-table json-viewer plotly-dash python python-dash python-libary python3

Last synced: 23 Oct 2025

https://github.com/flower-of-the-bridges/va-project

Project for the Visual Analytics course from the Engineering in Computer Science master degree at Sapienza

d3-js d3-visualization data-visualization data-viz visual-analytics

Last synced: 21 Feb 2026

https://github.com/ipanalytics/vpn-infrastructure-intelligence-lab

Aggregate VPN infrastructure intelligence dataset and interactive dashboard for provider, country, ASN, relationship, archetype, and hosting dependency analysis without publishing raw endpoint data.

asn cybersecurity data-visualization geoip github-pages hosting-analysis infrastructure-intelligence internet-measurement network-analysis osint privacy-research static-dashboard threat-intelligence vpn vpn-research

Last synced: 25 May 2026

https://github.com/kplanisphere/plotted-3d-environment

Plotted 3D Environment is a graphical project inspired by Minecraft, designed to demonstrate 3D object creation, animation, and interaction using OpenGL. It features first-person navigation, texture mapping, and collision detection within a dynamic 3D environment filled with obstacles and enemies - Final project for the Graphing course.

3d-graphics animation camera-movement collision-detection computer-graphics cpp data-visualization educational-project opengl texture-mapping

Last synced: 03 May 2026

https://github.com/gattiharishkumar/blinkit-sales-analysis-dashboard

This project presents a comprehensive sales analysis dashboard for Blinkit, an Indian last-minute delivery app. The dashboard was created using Power BI and provides a detailed overview of the company's sales performance across various outlets and product categories.

dashboard data-analysis data-transformation data-visualization ms-excel-data-analytics power-query powerbi powerbi-visuals

Last synced: 19 Mar 2026

https://github.com/derrickbaruga7/mapping-median-age-europe

An R project that creates an interactive map of the median age across European regions using Eurostat data and spatial visualization packages.

data-analysis data-science data-visualization datascience european-union mapping r

Last synced: 25 Mar 2025

https://github.com/umarlypoeta/my_learning_journey_datacamp

This repository serves as a comprehensive record of my learning journey with DataCamp, showcasing the courses I've completed and the projects I've worked on. It features a collection of practical exercises and data-driven projects that demonstrate my proficiency in data manipulation, analysis, and visualization using Python and SQL

data-engineering data-science data-visualization sql

Last synced: 20 Aug 2025

https://github.com/zoliqua/venn-diagram-lab

🟢 🟤 Interactive Venn diagram viewer & editor — 44 SVG models (2–9 sets), pre-computed region paths, React + TypeScript + Vite

adelaide bioinformatics data-visualization edwards-venn euler hamilton interactive manawatu massey palmerton-north python-package react set-theory svg typescript upsetplot venn venn-diagram venndiagram victoria

Last synced: 05 May 2026

https://github.com/baggiponte/ta-statistics-for-big-data-2022

🎓 Introduction to Python and Machine Learning [UniMi • AY 2021/2022]

clustering data-science data-visualization machine-learning python scikit-learn

Last synced: 03 May 2026

https://github.com/aryansharma5/data-visualization-and-thorough-analysis

comprehensive guide for data analysis and visualization

data-analysis data-visualization

Last synced: 18 Mar 2025

https://github.com/zeynepcol/data-analysis-visualization

Data visualization and interactive analytics - Olympics Dataset

data-analysis data-science data-visualization matplotlib pandas plotly python scipy seaborn streamlit

Last synced: 03 May 2026

https://github.com/nomadsdev/sys-moninsight

System Monitoring and Analysis Tool is a utility for real-time performance tracking. It logs CPU, memory, and disk usage, provides visual graphs, and offers performance recommendations. Perfect for optimizing system efficiency.

automation cpu-usage data-analysis data-visualization disk-usage matplotlib memory-usage performance-analysis performance-optimization psutil python real-time-monitoring resource-management sys-moninsight system-metrics

Last synced: 19 Jun 2026

https://github.com/dev-owdenmag/dataflow-manager

A dynamic and versatile web application for managing, collecting, and presenting data with an integrated printing feature.

data data-management data-management-platform data-visualization python

Last synced: 30 Mar 2025

https://github.com/walkerdustin/vergleich-von-messmethoden-fuer-punktwolken

Bei der Vermessung eines physischen Raumes ist das Ergebnis eine Punktwolke. Diese Punktwolke beschreibt dann ausgewählte Punkte im Raum, zum Beispiel auf den Wänden und der Decke. Wenn diese Punkte in zwei seperaten Messungen gemessen werden, vielleicht sogar von unterschiedlichen Geräten, soll hinterher herausgefunden werden wie genau diese Punktwolken übereinstimmen. Dafür gibt es zwei grundsätzlich verschiedene Methoden. Diese sollen hier verglichen werden.

3d-models accuracy-metrics data-analysis data-visualization kaggle measure-distance numpy point-cloud pointcloudprocessing punkte python science-research simulation statistics

Last synced: 11 Apr 2026

https://github.com/shiweihe0713/data-science-for-business-techincal

TECH-GB_2336 will teach you how to think about data based problems in the business world through the lens of data analytics. We will focus on data-analytic thinking, how to approach problems, how to develop insights using data, how to apply machine learning and other analytic techniques...

data-science data-visualization nyu pandas python stern

Last synced: 09 May 2026

https://github.com/delucis/darmstadt-2016

:bar_chart: Gender representation data for the 2016 edition of the Darmstadt Summer Courses

d3 data-visualization gender-equality music

Last synced: 02 Sep 2025

https://github.com/karankathur06/python-dashboard

A dynamic Python-based dashboard for visualizing and analyzing data with interactive elements. Built using popular libraries like Plotly and Dash, designed for intuitive data exploration.

analytics dash dash-plotly dashboard data-science data-visualization interactive-ui plotly python visualization-project web-app

Last synced: 28 May 2026

https://github.com/musfiquejim/enacp-a-hybrid-machine-learning-framework-for-detecting-anticancer-peptides

EnACP: একটি Ensemble Learning মডেল যা অ্যান্টিক্যান্সার পেপটাইড সনাক্তকরণের জন্য ব্যবহৃত হয়।

adamoptimizer ai cnn-classification data-visualization deep-learning densenet inceptionv3 machine-learning matplotlib-pyplot numpy pandas randomforestclassifier randomforestregressor restnet sklearn u-net-pytorch vgg16 vgg19

Last synced: 04 May 2026

https://github.com/youssef-saaed/my-plotly-dashboard

This project is the culmination of my work in the IBM Data Visualization course. It involves the creation of an interactive dashboard using the Dash and Plotly to visualize statistical data for an anonymous automobile company. The dashboard is structured into two distinct reports, each providing valuable insights into the company's performance.

dash data-visualization plotly

Last synced: 18 Oct 2025

https://github.com/as16082023/credit-card-financial-dashboard

Developed a comprehensive Power BI dashboard for real-time credit card operations insights, visualizing transaction data and customer demographics.

data-visualization dax power-bi power-bi-dashboard

Last synced: 22 Jan 2026

https://github.com/tejashah88/Visualflow-Unity

Visualizing Vitech insurance data with Unity and the Leap Motion (for HTN 2017).

data-visualization leap-motion unity unity3d virtual-reality vitech vr

Last synced: 11 Mar 2025

https://github.com/sushantdhumak/lstm_for_household_power_consumption

This project explores the application of Long Short-Term Memory (LSTM) networks in predicting household power consumption. Using data collected at one-minute intervals, we demonstrate how LSTM can be leveraged for accurate forecasting.

correlation-analysis data-visualization dropout evaluation-metrics feature-engineering lstm lstm-model resampling reshaping-datasets time-series-analysis time-series-forecasting

Last synced: 26 Mar 2025

https://github.com/jdanielgoh/mortalidad-infantil

Este proyecto se realizó para el datatón sobre niñez y adolescencia en México 2023. Contiene visualizaciones sobre mortalidad infantil con d3 y vue

d3 d3js data-visualization

Last synced: 09 Jun 2026

https://github.com/zeinhasan/eksploration-and-data-visualization-course-material

Exploratory Data Analysis (EDA) Laboratory Assistant Teaching Materials

data-analysis data-visualization statistics

Last synced: 24 Jun 2026

https://github.com/eduardobursa/d3-nuget

D3 package for aspnet applications.

data-visualization javascript

Last synced: 04 May 2026

https://github.com/rayyan9477/house-price-prediction-model

This project aims to predict house prices using a machine learning model. The project involves data cleaning, feature engineering, model selection, training, and evaluation. The dataset is uploaded by the user, and the model is trained to predict house prices based on various features.

data-science data-visualization gridsearchcv machine-learning machine-learning-algorithms notebook python random-forest

Last synced: 05 May 2026

https://github.com/flazefy2/ds-global_cybersecurity_threats

https://www.kaggle.com/datasets/atharvasoundankar/global-cybersecurity-threats-2015-2024

data-science data-visualization numpy python squarify statistics

Last synced: 05 May 2026

https://github.com/vara-co/python-api-challenge

Weather and Perfect Vacationing Spots Worldwide, by using APIs

api apis data-analysis data-visualization hvplot jupyter-notebook matplotlib pandas vacation weather

Last synced: 05 May 2026

https://github.com/shuddha2021/stellar-candidate-selector

A sophisticated candidate selection algorithm leveraging multi-criteria analysis and machine learning to identify top software engineering candidates. This tool features flexible filtering, score adjustment, and detailed visualizations to streamline the recruitment process.

candidate-selection data-analysis data-visualization machine-learning pandas plotting-in-python python python-data-analysis recruitment scikit-learn

Last synced: 05 May 2026

https://github.com/klubina/best-football-club-2024-25-per-region-interactive-map

An interactive world map featuring over 2999 football clubs that uses a configurable dominance radius to display only the strongest club per region, with intelligent search functionality and responsive design for desktop and mobile devices.

club-rankings clubs css data-visualization football geospatial html interactive-map javascript leaflet-js leaflet-map mapping openstreetmap soccer sports sports-data visualization world-map

Last synced: 13 Apr 2026

https://github.com/wizardoftrap/football-team-analytics

This Jupyter notebook, created on Kaggle, analyzes football player and team statistics for the 2024-2025 season. It provides insights into player performance, team metrics, and playing styles across major European leagues using data from the dataset players_data-2024_2025.csv.

data-analysis data-visualization jupyter-notebook pandas python

Last synced: 05 May 2026

https://github.com/kiranmayi5/python-projects

A collection of Python projects showcasing skills in data analysis and visualization.

data-analysis data-visualization machine-learning nlp python

Last synced: 05 May 2026

https://github.com/saeedkohansal/chart.js-tutorial-with-examples

Chart.js is a lightweight, open-source JavaScript library for creating stunning and interactive charts using HTML5 Canvas. It supports various chart types like bar, line, and pie charts, is easy to use, and offers customization options to suit any data visualization needs. Perfect for modern web applications!

barchart canvas chart chart-js chartjs charts css data-visualization datavisualization gilgeekify html html-chart html5 javascript linechart piechart programming scatterchart web-development webdevelopment

Last synced: 05 May 2026

https://github.com/md-emon-hasan/ml-projects-telcom-customer-churn-prediction

📱 Customers are likely to leave a telecom service, enabling companies to take measures for retention and create accurate churn prediction models.

boostrap5 customer-churn customer-segmentation data-engineering data-science data-visualization logestic-regression machine-learning telco-customer-churn-prediction telcom-churn

Last synced: 05 May 2026

https://github.com/vatshayan/hospital-discharge-analysis

Analysis of Hospitalization Discharge Rates in Lake County, Illinois of various attributes like Anxiety, Alcohol, mood, Diabetes, Asthma, etc

data-analysis data-visualization jupyter-notebook machine machine-learning machine-learning-algorithms scikit-learn

Last synced: 04 Mar 2025

https://github.com/nathanvilbert/visualization-of-flood-in-jakarta-with-tableau

The Flood Intensity Visualization and Priority Identification System for Jakarta provides an interactive platform to analyze flood patterns, severity, and impacted regions in Jakarta from 2013 to 2020.

data-visualization exploratory-data-analysis tableau twb

Last synced: 19 Mar 2026

https://github.com/romerorodriguezd/housing-market-tracker

Jupyter Notebook to store and evaluate long-run evolution of house sales, based on Idealista website.

data-visualization matplotlib pandas python scraping scraping-python sqlite3

Last synced: 06 May 2026

https://github.com/drcbeatz/machine-learning-tool

Machine Learning Tool - Train and test supervised ML algorithms (incl. binary classification and regression) on custom data sets and visualize your results without knowing how to code.

data-science data-visualization django machine-learning python scikit-learn

Last synced: 06 May 2026

https://github.com/singh-dhruv/data-visualization-with-accuracy-metrics

Welcome to this repository! Here we loaded the iris_dataset , upon training, testing and perform operations on it resulted in beautiful data visualizations along with accuracy metrics. Data Visualization and accuracy metrics are provided for some of the models that are used.

accuracy-metrics data-visualization hyperparameter-optimization knn-model logistic-regression svm-model

Last synced: 02 Jul 2025

https://github.com/amirhosseinhonardoust/customer-sentiment-intelligence-platform

An enterprise-grade NLP + Streamlit + SQL platform for analyzing customer feedback. Performs automated sentiment detection, stores labeled reviews in SQLite, and delivers real-time dashboards with probability insights to support business, marketing, and product optimization decisions.

community-project cost-of-living dashboard data-analysis data-visualization economic-analysis inflation-tracking local-data open-data pandas price-tracker public-insight python sqlite streamlit

Last synced: 06 May 2026

https://github.com/shazeus/vizflow-cli

Data visualization pipeline tool for schema inspection, charts, dashboards, and export

charts cli dashboard data-visualization flask pandas plotly python

Last synced: 09 Jun 2026

https://github.com/mrankitgupta/titanic-survival-prediction-93-xgboost

Titanic Survival Prediction Project (93% Accuracy)🛳️ In this notebook, The goal is to correctly predict if someone survived the Titanic shipwreck using different Machine Learning Model & Hyperparameter tunning.

classification data-analysis data-science data-visualization gradient-boosting kaggle-competition linear-regression logistic-regression machine-learning machine-learning-algorithms ml ml-models nlp prediction predictive-modeling random-forest titanic titanic-kaggle titanic-survival-prediction xgboost

Last synced: 06 May 2026

https://github.com/sevdanurgenc/python-for-data-science-lecture-notes

In this repo, I have the course contents of Python for Data Science training, which will be given to Siemens by the cooperation of Academy Peak Information Technologies Training and Consultancy between 28 June - 1 July 2022.

data-analysis data-mining data-modeling data-science data-structure data-visualization matplotlib-tutorial numpy-tutorial pandas-tutorial

Last synced: 23 Mar 2025

https://github.com/emredurukn/data-analysis

Example notebooks for analyzing data

data-analysis data-visualization python

Last synced: 12 May 2026

https://github.com/gitjeff05/nih-grant-awards

Analysis of NIH grant awards from ExPORTER data files

data-visualization jupyter-notebook jupyterlab matplotlib pandas python3 seaborn

Last synced: 06 May 2026

https://github.com/himanchalchandra/science-canvas

Repo containing projects I did during a four months bootcamp on Data Science and Machine Learning organized by Science Canvas India.

data-mining data-science data-visualization machine-learning-algorithms mysql nlp-machine-learning

Last synced: 06 May 2026

https://github.com/mxagar/statistics_with_python_coursera

My personal notes done while following the Coursera Specialization "Statistics with Python", from the University of Michingan, hosted by Dr. Brenda Gunderson.

data-modeling data-science data-visualization hypothesis-testing machine-learning pandas python statistics

Last synced: 06 May 2026

https://github.com/tom-draper/call-graph-viz

A tool to visualise Python function calls and code complexity.

call-graph call-graphs data-visualisation data-visualization function-calls graph python vizjs

Last synced: 09 Mar 2026

https://github.com/amr-yasser226/datagovernanceworkflow

Comprehensive data governance pipeline for SSH honeypot logs—covering data profiling, cleansing, quality assurance, encryption, classification, and GDPR/CCPA/HIPAA compliance. Built with Pandas, Pandera, YData Profiling, and cryptography, with simulated Caesar cipher attacks to demonstrate practical data-security techniques.

caesar-cipher ccpa cryptography cybersecurity data-cleaning data-encryption data-governance data-profiling data-quality data-validation data-visualization gdpr hipaa honeypot-analysis open-source pandas privacy-compliance python ssh-logs

Last synced: 05 Feb 2026

https://github.com/greed2411/ndl

Numbers Don't Lie, attempt on Data Analysis using pandas and matplotlib.

cities data-analysis data-science data-visualization india kaggle

Last synced: 19 Apr 2026