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/m4tice/qm_project

Bicycle project crowd evaluation.

data-analysis data-engineering data-visualization

Last synced: 16 Mar 2025

https://github.com/msikorski93/meteorite-landings

Basic data analysis focused mainly on visualizing geospatial data worldwide with cartopy.

cartopy data-visualization geopandas gis mapping meteorite-landing-sites shapefile

Last synced: 16 May 2026

https://github.com/ibrahim1993-2/iraq-primary-enrollment

Data analysis of Iraq’s primary school enrollment (1960–2024). Includes SQL-style exploration, 14 insights with CSV exports, visualizations, and a polished Jupyter Notebook (PDF + HTML).

data-visualization eda education-data iraq jupyter-notebook matplotlib pandas portfolio-project python3 world-bank

Last synced: 03 May 2026

https://github.com/natanast/30daychartchallenge

This repository contains my contributions to the #30DayChartChallenge

30daychartchallenge data-science data-visualization data-viz

Last synced: 24 Mar 2025

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/v-mayya/quantitative-analysis-data-dashboard

Quantitative survey data analysis using R

data data-analysis data-visualization flourish r

Last synced: 01 Apr 2025

https://github.com/82luli02/sakila_dvd_rental_database_analysis

Analysis of the Sakila DVD Rental database using SQL

data data-analysis data-science data-visualization sql

Last synced: 10 Mar 2026

https://github.com/saiteja-talluri/data-analytics-assignement

Report on World Happiness Data (Data Analysis and Visualisation of the data)

data-analysis data-visualization ipynb-jupyter-notebook

Last synced: 20 Jan 2026

https://github.com/pythoncoderunicorn/gi-joe

Dataset for GI Joe action figures from 1980s & 1990s. My dataset for TidyTuesday

data-science data-visualization gi-joe r toy-project

Last synced: 27 May 2026

https://github.com/aureliennicosiaulaval/ggcircular

A ggplot2 extension for circular, axial and directional data.

circular-statistics data-visualization directional-data ggplot2 r

Last synced: 05 Jun 2026

https://github.com/lotfiferaga/google-play-store-sentiment-analysis

Perform sentiment analysis on Google Play Store reviews using Python. Analyze user feedback to determine the overall sentiment (positive, negative, or neutral) towards various apps. Gain insights to aid developers and businesses in understanding user satisfaction levels and improving their products.

data-analysis data-visualization googleplayservices python reviewsanalysis-nlp

Last synced: 26 Feb 2025

https://github.com/haonamnguyen/costumer-shopping-trends-analysis

This project analyzes a synthetic dataset of customer shopping behavior to see key trends and insights. Using SQL and Tableau, the analysis focuses on customer demographics, purchase patterns, and preferences, including age distribution, payment methods, shipping types, and top product categories.

data-analysis data-visualization sql tableau

Last synced: 05 Jan 2026

https://github.com/shubham200137/cyclistic-case-study

This repository contains a case study for Google's Data Analytics Professional Certificate, focusing on Cyclistic, a fictional bike sharing company in Chicago. The case study aims to drive growth by converting casual riders into members through a marketing strategy.

data-analysis data-visualization numpy-python pandas-python presentation-slides sql tableau

Last synced: 11 Jun 2026

https://github.com/hannahgsimon/halmodeling2024graphs

Created code to develop and analyze statistical graphs for the spatial radiotherapy model, which can be found at https://github.com/hannahgsimon/HALModeling2024. This project was in association with the Cleveland Clinic Lerner Research Institute, Jacob Scott Lab.

agent-based-model bifurcation-analysis cancer-models computational-biology data-visualization hybrid-automata immune-response mathematical-modelling ordinary-differential-equations radiation-therapy spatial-model statistics systems-biology

Last synced: 23 Nov 2025

https://github.com/h-sutiwas/r2de-2025

This repository is related to the Road To Data Engineer Bootcamp by DataTH. It contains all related coursework, some mini projects and other resources within the field of Data Engineering.

data data-engineering data-visualization docker gcp pipeline spark

Last synced: 30 Apr 2026

https://github.com/armahdavi/qff-evalation_code-data-processing-statistics-plotting

Data pipelines and processing codes, statistical modellings, descriptive statistics, and plot visualizations for QFF evaluation phase of for Mahdavi et al. (2021) (Environmental Pollution) Project Miestone: 2018 - 2021 Full-length article: https://www.sciencedirect.com/science/article/abs/pii/S0269749120370779

data-science data-visualization histogram matplotlib matplotlib-pyplot numpy pandas python

Last synced: 11 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/syed-nihaal/car-price-prediction-and-performance-analysis

A data science notebook project focused on analyzing car features and building a model for car price prediction.

data data-analysis data-visualization jupyter-notebook python

Last synced: 23 Apr 2026

https://github.com/nrobledosagredo/covid19-dashboard

Dashboard to visualize and compare COVID-19 cases across different countries over time.

data-visualization

Last synced: 11 Sep 2025

https://github.com/itrauco/data-dirtying-tool

a simple command line tool to generate dirty data and do common data things in google cloud

data data-analysis data-engineering data-ops data-pipeline data-science data-visualization data-wrangling dirty-data google-cloud machine-learning

Last synced: 24 Feb 2025

https://github.com/bhushan148/finance-domain-bank-loan-report-tableau

I analyzed 🏦 bank loan data to reveal trends, KPIs, and insights. Using Tableau 📈 for dashboards and SQL 🗃️ for data extraction, I visualized loan applications, borrower profiles, and repayment behaviors 💡.

bussiness-intelligence dashboard-design data-analysis data-visualization excel figma sql sqlqueries tableau

Last synced: 08 Apr 2025

https://github.com/ptdewey/spotipy-wrapped

Make sense out of Spotify personal data

data-visualization jupyter-notebook python spotify

Last synced: 01 Aug 2025

https://github.com/manikantasanjay/-spatial-analysis-of-temperature-trends

"Global Climate Insights" offers a deep dive into global temperature trends, using spatial analysis and interactive visualizations to highlight the impacts of climate change.

data-visualization folium geospatial matplotlib plotly spatial-analysis temperature-trends

Last synced: 04 Jul 2025

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/yash-rewalia/airbnb_eda_pandas

The goal of the project is to gather information and analyze the detailed information of the different entries in order to provide insights about the host and price of the property in a particular area as per your preference , type of rooms and number of reviews accordingly.

data data-cleaning data-insights data-preprocessing data-visualization matplotlib numpy pandas python seaborn

Last synced: 11 Apr 2026

https://github.com/metalbolicx/tipviz

Show data only by hovering an element in your D3.js project.

d3 d3-js d3js data-visualization tooltip

Last synced: 20 Jan 2026

https://github.com/andywaltlova/hackathon-27-02-2020

Czechitas hackathon project. Topic was travel. Interactive dashboard is done in Tableau, data are connected via Google Sheets API.

czechitas dashboard-application data-visualization python tableau traveling

Last synced: 06 Jun 2026

https://github.com/pekiiipy/credit-card-fraud-detection

🔍 Detect credit card fraud efficiently using advanced machine learning techniques, achieving high accuracy rates on a large dataset of transactions.

adasyn anomaly-detection class-imbalance credit-card-fraud data-visualization fraud fraud-detection frauddetection kaggle keras logistic-regression plotly-python postgresql random-forest scikit-learn tensorflow tree-model xgboost

Last synced: 11 Apr 2026

https://github.com/albertofaraujo/excel_dashboard_prev_fraudes

O objetivo da análise é extrair informações de performances individuais dos colabores de uma empresa fictícia para tomadas de decisão. (Dashbord em Excel)

analise-de-dados dashboard data-visualization excel

Last synced: 06 Jan 2026

https://github.com/leandrocollares/infant-mortality-in-africa

An interactive choropleth map that shows infant mortality rates in Africa between 1960 and 2018

d3 data-visualization react

Last synced: 07 May 2026

https://github.com/fnfkkengine/website-performance-data-analysis-project

🌐 Analyze website performance data to gain insights on user engagement, traffic trends, and optimize your digital presence effectively.

analysis analytics dashboard data-analyst data-collection data-preprocessing data-visualization dax funnel-analysis jupyter-notebook matplotlib mysql numpy paid-search power-query project-management python storytelling

Last synced: 04 May 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/anuppm9917/ecommerce-store-power-bi-projects

Its a Power BI dashboard for Ecommerce sales analysis that can give valuable insights for the business growth.

csv-files dashboard data-visualization dataanalysis powerbi

Last synced: 04 Jan 2026

https://github.com/syncfusionexamples/how-to-add-annotation-in-axis-label-click-in-wpf-sfchart

Learn how to add an annotation to a WPF SfChart when an axis label is clicked. This functionality enhances the interactivity of your chart by highlighting specific data points and providing additional information.

axis-label-click chart-annotations chart-customization chart-interactivity charting-library charts data-visualization event-handling interactive-charts wpf wpf-sfchart

Last synced: 24 Apr 2026

https://github.com/ts-kontakt/interpareto

Python utility for creating interactive Pareto charts from pandas.DataFrame objects

data-visualization html-export pandas plotly

Last synced: 01 Sep 2025

https://github.com/bryanfks-dev/klempoken-analysis

Analysis and forcasting model for Klempoken MSMEs

big-data-analytics data-analysis data-forecast data-visualization

Last synced: 01 Apr 2025

https://github.com/pejpero/multi-class_classifier

This project demonstrates multiclass classification using Perceptron and Logistic Regression, implemented from scratch without using built-in libraries. It includes techniques like One-Versus-The-Rest and One-Versus-One for Perceptron, and Softmax for Logistic Regression, with a focus on understanding core ML concepts.

data-visualization logistic-regression machine-learning multiclass-classification one-vs-one one-vs-rest perceptron python scratch-implementation softmax

Last synced: 09 Jun 2026

https://github.com/magnusrodseth/celeritas

A website for categorizing and visualizing data structures and algorithms.

algorithms data-structures data-visualization nextjs react tailwindcss typescript

Last synced: 12 Apr 2026

https://github.com/brianyu28/old-sheets-flying

Data analysis and graphics tool for The Harvard Crimson's Data and Design Teams

data-visualization harvard-university journalism

Last synced: 15 May 2025

https://github.com/zulfachafidz/telco_churn_insight_customer_loss_prediction_with_random_forest_and_decision_tree-algorithms

The main problem in the business world is customer churn, or losing customers, especially in the telecommunications industry, which experiences very tight competition. To overcome this problem, an analysis was carried out to help the company understand how many customers have the potential to switch providers.

data data-science data-visualization dataanalysis dataanalyst dataanalytics datadrivenwithdataprovider decision-tree decision-tree-classifier decision-trees random-forest random-forest-classifier

Last synced: 01 May 2026

https://github.com/toodef/light-engine

Lightweight and fast 3D visualisation engine

cpp data-visualization linux python visualization windows

Last synced: 11 Feb 2026

https://github.com/sanand0/booksviz

LLM-generated visual insights from the GoodReads 100K dataset

data-visualization llm

Last synced: 20 Jan 2026

https://github.com/lucasfranklinsilva/rnn-lstm

Modelo de Prevenção de Falhas em Turbinas Simuladas Utilizando Redes Neurais Recorrentes

data-visualization deep-learning jupyter-notebook keras machine-learning neural-networks python scikit-learn

Last synced: 12 Apr 2026

https://github.com/mahmoudnamnam/superstore-analysis

This project explores the SuperStore dataset to uncover insights into sales, profit, and customer behavior. It identifies key trends, regional variations, and product performance, using data analysis and machine learning techniques to guide business strategy and optimize performance.

clustering data-analysis data-science data-visualization geopandas jupyter-notebook machine-learning numpy pandas plotly regression seaborn sklearn

Last synced: 12 Apr 2026

https://github.com/tashi-2004/apache-hadoop-spark-hive-cyberanalytics

This project utilizes Apache Hadoop, Hive, and PySpark to process and analyze the UNSW-NB15 dataset, enabling advanced query analysis, machine learning modeling, and visualization. The project demonstrates efficient data ingestion, processing, and predictive analytics for network security insights.

ai apache-hadoop apache-hive big-data-analytics big-data-processing data-analysis data-engineering data-science data-security data-visualization hdfs machine-learning network-analysis network-security pyspark python3 threat-detection unsw-nb15-dataset

Last synced: 02 May 2026

https://github.com/samruddhi3012/insurance-price-forecasting

This is a Machine Learning project where I performed EDA and forecasted the insurance pricing using Linear Regression and XGBoost Regressor.

bayesian-optimization data-visualization exploratory-data-analysis linear-regression machine-learning pipeline statistical-analysis xgboost-regression

Last synced: 31 Aug 2025

https://github.com/soumya-thoutam/covid-19-impact-on-u.s.-states-and-colleges

Covid-19 analysis and impact on United States Colleges and States using SQL and Tableau.

covid-19 dashboard data-analysis data-visualization dataset sql sql-server tableau

Last synced: 04 Sep 2025

https://github.com/katarzynatondas/salesanalysis-portfolio-power-bi

Repository of Power BI project of data visualization and documentation

data-modeling data-visualization dax powerbi powerquery python

Last synced: 02 Jul 2025

https://github.com/mackenly/suicide-rate-map-explorer

An interactive map that plots U.S. CDC suicide rate and population data on a county level built with React and Python.

cdc data-visualization react suicide-data suicide-prevention

Last synced: 01 Apr 2025

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/kklassa/evolutionary-algorithm

implementation of an evolutionary algorithm for function minimization and a testing and result visualization environment

ai algorithm artificial-intelligence data-science data-visualization evolutionary-algorithm evolutionary-algorithms optimization python

Last synced: 20 Jun 2025

https://github.com/satvikpraveen/seabornmasterpro

🎨 SeabornMasterPro is a comprehensive, modular project to master Seaborn for data visualization. Includes themed utilities, advanced plotting notebooks, dashboards, time series, Streamlit app, and Docker support — perfect for learners, analysts, and open-source enthusiasts.

categorical-plots correlation-heatmap custom-theme data-visualization docker interactive-dashboard jupyter-notebook matplotlib modular-code multi-panel-layouts open-source-project pandas plot-utils project-structure python reproducible-research seaborn streamlit time-series-visualization utility-functions

Last synced: 12 Apr 2026

https://github.com/0xarchit/covid-data-dashboard

This repo consists files related to Data Visualization Covid Data Dashboard Assignment

covid-19 covid19-data dashboard data-visualization streamlit

Last synced: 10 Apr 2026

https://github.com/filip-kustura/python-covid-19-behaviors-analysis

Using Jupyter Notebook, this university project analyzes attitudes and behaviors related to the COVID-19 pandemic using a two-year survey from Imperial College London and YouGov research company. Utilizing Pandas, NumPy and Matplotlib, the data analysis focuses on three countries, exploring trends and insights throughout the pandemic.

covid-19 data-analysis data-visualization jupyter-notebook matplotlib numpy pandas python university-project

Last synced: 12 Apr 2026

https://github.com/swethajoseph/urological-cancer-referral-forecast

Analysing and forecasting urological cancer referral patterns for NHS Scotland, aiming to improve management and operational efficiency.

data-visualization datacleaning excel forcasting statistical-analysis tableau time-series-analysis

Last synced: 04 Jan 2026

https://github.com/parmaster/logserver

Collecting telemetry data posted by IoT devices into MQTT, filtering, processing and visualizing results

data-visualization golang-template iot-application mqtt mqtt-client template

Last synced: 04 May 2026

https://github.com/an4pdm/data_analysis_escolar

Projeto de BD com dados fornecidos pelo "Portal de Dados Abertos" , feito com o intuito de praticar minhas habilidades em SQL.

analise-de-dados data-visualization database mysql project-repository sql study

Last synced: 10 Apr 2026

https://github.com/archanakokate/adidas_us_sales_analysis_powerbi

Analysis of Adidas Sales in US for year 2020-2021 using PowerBI

analysis data-visualization modelling powerbi

Last synced: 04 Jan 2026

https://github.com/gustavo-victor/scatter-plot

Scatter Plot Graph in JS and D3

css d3 data-visualization html js scatter-plot

Last synced: 12 Apr 2026

https://github.com/albertofaraujo/pbi_dashboard_anp

Análise do preço médio do combustível automobilístico no Brasil ao longo do ano de 2022

data-visualization dax-studio power-query powerbi

Last synced: 06 Jan 2026

https://github.com/atulkp018/investwisesharpe

This project analyzes stock performance using the Sharpe Ratio to evaluate risk-adjusted returns. It includes data visualization, EDA, and Sharpe Ratio computation for Facebook and Amazon stocks, compared against the S&P 500 benchmark.

data-visualization investment-analysis matpoltlib pandas python stock-analysis

Last synced: 10 Apr 2026

https://github.com/huacenxu/predict-loan-status

Using the Cross-Industry Standard Process of Data Mining (CRISP-DM), this project analyzes loan data from Prosper to identify key factors that predict loan status.

bootcamp-project data-science data-visualization data-w loan-prediction-analysis

Last synced: 25 Apr 2026

https://github.com/ddeepanshu-997/datascience_marketing_campaign

In this repository i am going to perform data preprocessing techniques and try to findout some useful insights using the various datascience libraries along with data visualisation library to get the precise outputs on the dataset

data-insights data-science data-visualization data-visualization-project datacleaning insights libraries matplotlib numpy-arrays output pandas-dataframe prepr techniques visualization visualization-library

Last synced: 09 Sep 2025

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/kirankumar-ak777/vaccine_usage_analysis_and_prediction

This Vaccine Prediction Project predicts individual likelihood of receiving H1N1 or seasonal flu vaccines using demographic, medical, and behavioral data. Through data processing, feature selection, and logistic regression, it builds a model to better understand vaccine uptake behaviors.

data-visualization machine-learning pandas python

Last synced: 10 Apr 2026

https://github.com/tejaswirupa/impact-of-workplace-stress-on-mental-health-conditions-of-employees

Studied how remote, hybrid, and onsite work affects employee stress and wellness. Engineered metrics to quantify fatigue and work-life balance, uncovering mental health trends across industries and roles.

data-visualization datascience exploratory-data-analysis feature-engineering

Last synced: 24 Jan 2026

https://github.com/saro0307/voronoi-diagram-for-classification

Using Voronoi diagram to map random points scattered on a plane subdivides in exactly n cells enclosing a portion of the plane that is closest to each point

artificial-intelligence data-visualization dataanalytics graph machine-learning matplotlib plot plotting pyplot python python3 voronoi voronoi-diagram

Last synced: 08 Jun 2026

https://github.com/aplgr/grovegrid

Interactive growth maps for rows of trees. CSV in; single HTML out.

alpinejs cli csv data-visualization echarts forestry go heatmap

Last synced: 25 May 2026

https://github.com/tanaybhadula/twitter-trends-dashboard

An interactive dashboard to visualizes data on current Twitter trends by country and globally. Collects data of over 60 countries using the python Tweepy library, processed it,and visualized it in the form of bar chart and pie chart using the Plotly Dash framework.

dash dashboard data-analysis data-visualization plotly python trends twitter

Last synced: 31 May 2026

https://github.com/tanaybhadula/avacado-analytics

It is a dashboard built using Dash.It shows graphs of dataset about sales and prices of avocados in the United States between 2015 and 2018.

css dash data-analytics data-visualization python

Last synced: 17 May 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/aqueeqazam/matplotlib-for-data-science-analysis-and-statistics

With a nice mix between customization options and ease of use, Matplotlib is a robust Python library that can be used by both novice and seasoned data scientists and machine learning engineer to create a wide range of representations.

data-science data-visualization machine-learning matplotlib pyplot statistics

Last synced: 07 Oct 2025

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/satyam4229/omnify-dataanalysis

Our assessment of Omnify focused on data-driven strategies to maximize profitability. We identified "Product X" as the most profitable product and recommended leveraging the "Wellness Solutions" keyword category for optimal keyword strategy.

data-analysis data-science data-visualization excel omnify

Last synced: 04 Jan 2026

https://github.com/stopyransky/wdvp-eye

Eye on Government data visualization for World Government Summit Prize

d3 d3js data-visualization government-data react react-hooks reactjs scss typescript world

Last synced: 17 Apr 2026

https://github.com/mindlessmuse666/titanic-data-visualization

Проект по визуализации данных о пассажирах Титаника с использованием библиотек Python Matplotlib, Seaborn и Plotly.

data-analysis data-visualization matplotlib pandas plotly python seaborn titanic

Last synced: 04 May 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/jdanielgoh/abuso-escuelas

Codigo fuente del proyecto depredadores en las aulas. Construido con Nuxt.js, three.js y d3.js

d3js data-visualization ddj threejs

Last synced: 09 Jun 2026

https://github.com/borjamome/soho_cholera

Cholera deaths in the Soho District (London)

data-analysis data-visualization london r

Last synced: 04 Sep 2025

https://github.com/charlescro/reddit-classification-nlp

Analyzing subreddit language via Reddit API and NLP techniques.

data-analysis data-science data-visualization nlp-machine-learning reddit-api scikit-learn

Last synced: 03 Apr 2025