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/sayamalt/mental-health-classification-using-fine-tuned-distilbert

Successfully established a multiclass text classification model by fine-tuning pretrained DistilBERT transformer model to classify several distinct types of mental health statuses such as anxiety, stress, personality disorder, etc. with an accuracy of 77%.

data-visualization deep-learning distilbert-fine-tuning distilbert-model model-evaluation model-inference model-training-and-evaluation multiclass-text-classification natural-language-processing text-classification text-preprocessing text-tokenization

Last synced: 08 Oct 2025

https://github.com/aymanmomin/excel-coffee-data-analytics-exploring-coffee-orders-dataset

This project utilizes a coffee orders dataset to perform comprehensive data analytics and gain insights into customer preferences, popular items, and sales trends. The analysis aims to provide valuable information for coffee shop owners and enthusiasts, facilitating data-driven decision-making and improved customer satisfaction.

data-analysis data-visualization excel project

Last synced: 18 Jan 2026

https://github.com/s4rrar/israel-gaza-war

Human losses of the Israeli genocide in Gaza and the West Bank in numbers (October 7th War Victims)

data-engineering data-science data-visualization datascience jupyter jupyter-notebook python

Last synced: 05 May 2026

https://github.com/shivani0126/resturant_rating_analysis

Restaurant ratings Analysis is a project where real consumers from 2012, including additional information about each restaurant and their cuisines, and each consumer and their preferences are visualised through Power BI dashboard.

dashboard data-visualization dataanalysis datamodeling dataprep dax-functions powerbi

Last synced: 27 Jan 2026

https://github.com/dona-eric/projet-etudiant

Objectif : Étudier et Analyser les facteurs qui influencent l'engagement des étudiants et les niveaux de risque dans un contexte éducatif .

data-science data-visualization fastapi machine-learning sante-etudiant streamlit

Last synced: 05 May 2026

https://github.com/mishaa931/amazon-sales-dashboard-power-bi

This project features a dynamic Power BI dashboard built on dummy Amazon sales data. It visualizes key business metrics such as revenue trends, top-selling categories, discount impact, and geographic performance. The dashboard is designed to help stakeholders make data-driven decisions through clear, interactive visuals.

data-analysis data-quality data-visualization microsoftpowerbi

Last synced: 05 Feb 2026

https://github.com/soupu07/ibm-employee-attrition-prediction

The aim of this project analyzes factors driving IBM employee attrition and predicts those likely to leave, helping the organization understand turnover causes and improve retention and performance.

data-science data-science-projects data-visualization machine-learning python python-data-analysis python-programming-language python-project

Last synced: 05 May 2026

https://github.com/hiteshsahu/visual-studio-hybrid-application

Visual Studio and Java Script full duplex communication

data-visualization html5 javascript kendo-ui visual-basic

Last synced: 09 Oct 2025

https://github.com/pkjjoshi/behind-the-menu-uncovering-insights-from-restaurant-data

Discover hidden patterns in dining data — from popular cuisine pairings to geographic restaurant clusters

data-analysis data-visualization insights jupyter-notebook pandas python restaurant-data

Last synced: 05 Jul 2025

https://github.com/do-me/excel-column-analyzer

A free online tool to analyze Excel column data. Instantly count unique values, calculate frequencies, and visualize results in charts.

chartjs data-science data-visualization tailwind

Last synced: 09 Oct 2025

https://github.com/wattyven/opencovidca-dashboard

A Jupyter notebook for making quick and dirty visualizations of Canadian COVID statistics using data from the OpenCOVID API. (API unfortunately deprecated)

canada-covid-19 covid-19 data-visualization jupyter jupyter-notebook statistics

Last synced: 14 Mar 2025

https://github.com/adithya2369/safa_public

AI-powered customer feedback analyzer that uses generative AI to transform customer reviews into actionable business insights. Upload review data, get instant summaries, satisfaction scores, detailed reports, and improvement suggestions—all in an easy-to-deploy Docker container.

data-analysis data-visualization docker-containerization full-stack-development generative-ai langchain langchain-groq web-development

Last synced: 10 Oct 2025

https://github.com/sabdikay/analysis-of-biodiversity

This project analyzes biodiversity data from the National Parks Service, focusing on species in various park locations. Conducted in Jupyter Notebook, it uses pandas, matplotlib, NumPy, seaborn, and chi2_contingency for analysis and visualization.

data-analysis data-analysis-python data-visualization exploratory-data-analysis jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 14 Apr 2026

https://github.com/nidhi-kekatpure/churn-prediction-for-subscription-customers

End-to-end customer churn prediction using AWS SageMaker, XGBoost, and Python - complete ML pipeline from data generation to real-time inference with 79% AUC score.

aws business-intelligence data-science data-visualization jupyter-notebook predictive-analytics

Last synced: 16 May 2026

https://github.com/rohanchawla972/business-analytics-and-visual-storytelling

Business analytics repository integrating multi-source datasets and applying advanced methods — EDA, clustering, panel regression, sentiment analysis, and data storytelling — to extract actionable insights across hospitality, innovation, and financial services.

business-analytics clustering data-visualization jupyter-notebook predictive-modeling python storytelling

Last synced: 18 May 2026

https://github.com/anandu-jpg/coffee-shop-sales-analysis

This project analyzes coffee shop sales data to identify trends, patterns, and insights that can help improve operations, boost revenue, and enhance the customer experience.

business-intelligence data-analysis data-visualization exploratory-data-analysis jupyter-notebook pandas phyton

Last synced: 18 May 2026

https://github.com/chandkund/housing-price-prediction

Predict housing prices using the Boston Housing Dataset. Covers data loading, cleaning, preprocessing, EDA, normalization, standardization, and regression models (Linear Regression, Decision Tree, Random Forest, Extra Trees). Evaluated with Mean Squared Error (MSE). Tech: Python, Pandas, NumPy, Scikit-learn, Seaborn, Matplotlib.

data-science data-visualization matplotlib numpy pandas pyhton sklearn sklearn-library sklearn-metrics

Last synced: 21 Jan 2026

https://github.com/ratna-babu/generating-graphs

Generate, color, and visualize random graphs using Python's NetworkX and Matplotlib. Includes compression and storage of graph data with .gz and pickle. Ideal for exploring graph coloring and greedy algorithms in graph theory.

data-visualization erdos-renyi graph-coloring graph-theory greedy-algorithm matplotlib networkx python random-graph random-graph-generation

Last synced: 10 Oct 2025

https://github.com/yanny-alt/banking-customer-retention-analysis

The objective of this analysis is to identify factors contributing to the increased customer churn rate at the bank. The insights gained from this analysis will help business users make informed decisions and develop strategies to improve customer retention and reduce churn.

data-visualization power-bi powerbi-customer-churn-analysis

Last synced: 07 Jan 2026

https://github.com/anushkundu/crime-pattern-analysis

Analyzing Crime Patterns in Montgomery County, USA: An Inclusive Study Based on NIBRS Data (2016-2022)

data-analysis data-visualization descriptive-statistics matplotlib numpy pandas python seaborn

Last synced: 05 May 2026

https://github.com/salma-mamdoh/a-visual-history-of-nobel-prize-winners-project

My project aims to practice Data Analysis and Data Visualization on DataCamp

data-analysis data-visualization datacamp matplotlib pandas python seaborn

Last synced: 04 May 2026

https://github.com/hfzdzakii/dicoding-solvinghrproblem

This repo is a master submission for my Dicoding Final Project. Employee Attrition & Performance Dataset was being used to fulfill the submission. Feel free to explore and I hope my work give you some insight!

data-analysis data-visualization

Last synced: 16 May 2025

https://github.com/badranalyst/data-professional-survey-breakdown-power-bi-dashboard

This project presents an interactive Power BI dashboard analyzing data professionals' insights. Key focus areas include job satisfaction, challenges in entering the data field, career priorities, demographics, and more. The visualization helps uncover trends and factors impacting data professionals globally.

charts dashboard dashboards data data-cleaning data-visualization dataset dax power-bi powerbi

Last synced: 23 Feb 2026

https://github.com/luthfirrahmanb/tips-visualization

visualization tips data set with dash plotly

dash data-science data-visualization plotly python3

Last synced: 11 Oct 2025

https://github.com/kammarah/data-sample

I designed a database website 🌐 that can be uploaded easily for use 📤. You can check my website 👀.

data-analysis data-visualization database deploy deployment library-management-system panaversity streamlit webapp

Last synced: 05 May 2026

https://github.com/saagpatel/signal-noise

An interactive essay teaching Bayesian reasoning through direct manipulation of live visualizations

bayesian d3 data-visualization education interactive-essay nextjs statistics typescript

Last synced: 28 Jun 2026

https://github.com/mr-chang95/udacity-starbucks-challenge

Data Science Project for Udacity's Data Scientist Program. Using Python in Jupyter Notebook.

data data-science data-visualization numpy pandas sklearn

Last synced: 14 Apr 2026

https://github.com/jimohola/streamlit_ml

How to build a Web App using Streamlit for Machine Learning Algorithms

data-visualization exploratory-data-analysis machine-learning streamlit webapp

Last synced: 09 May 2026

https://github.com/corndogit/dataspaceart

A generative art project which generates stylized patterns from weather data

data-visualization python weather

Last synced: 06 Oct 2025

https://github.com/ledsouza/dataviz_vendas_lojas

Projeto de visualização de dados para realizar comparações e distribuições

data-science data-visualization matplotlib pandas pyplot python seaborn vitrinedev

Last synced: 11 Apr 2026

https://github.com/timjjting/task-lineage-generator

A simple Task Lineage Diagram Generator

d3 dag data-visualization golang graphviz-dot lineage task

Last synced: 21 Jan 2026

https://github.com/thenazar9/user-behavior-email-campaign-analysis-sql

Analysis of user behavior and email campaign performance using BigQuery and Looker Studio, focusing on account creation trends, email engagement, and user segmentation.

analytics bigquery data-analysis data-visualization etl looker-studio sql structured-query-language

Last synced: 16 Oct 2025

https://github.com/farhashaad/farhashaad98

This is a repository to showcase my skills, share projects and track my progress in Data Science related projects.

data data-visualization dataanalysis matplotlib pandas python seaborn sql tableau

Last synced: 24 Apr 2026

https://github.com/tzerk/esr

R package 'ESR' for plotting and analysing ESR spectra in dating applications

data-analysis data-visualization electron-spin-resonance geochronology r

Last synced: 13 Mar 2026

https://github.com/wai-l/dataviz

Data visualisation with Excel, R and other tools.

data-visualisation data-visualization data-viz datavisualisation datavisualization excel ggplot2

Last synced: 05 Jan 2026

https://github.com/agarwalrachit399/fifa-19-analysis

Analysis of one of the most popular games ,FIFA-19 on tableau and a detailed report for the same

dashboard data-visualization fifa19 tableau

Last synced: 19 Jan 2026

https://github.com/katiesaund/tidy_tuesday

A weekly data project in R from the R4DS online learning community

data-analysis data-visualization datascience plot r rstats tidytuesday

Last synced: 24 Mar 2025

https://github.com/moustafamohamed01/san-francisco-salaries-data-analysis

Salary Data Analysis 💰📊 An analysis of salary data to uncover trends, distributions, and anomalies in employee compensation. This project involves data cleaning, visualization, and statistical analysis to explore salary trends, job roles, and correlations. Insights are presented using Python and Jupyter Notebook. 🚀

data-cleaning data-visualization jupyter-notebook matplotlib pandas python seaborn

Last synced: 08 May 2026

https://github.com/jackiboi307/simpleplot

Simple plotting tool made with pygame

data-visualization pygame python

Last synced: 13 Oct 2025

https://github.com/donmaruko/python-eda-toolkit

CLI-runned EDA with 30 commands utilizing text-related functions, statistical calculations, data visualization, and data manipulation.

data data-analysis data-science data-visualization matplotlib pandas scipy seaborn statistical-analysis statistics wordcloud

Last synced: 06 May 2026

https://github.com/pratanup/exploratory-data-analysis-eda-

Objective is to make this data ready for modeling by transforming the given data into clean data by doing EDA

data-analytics data-science data-visualization exploratory-data-analysis python

Last synced: 19 Apr 2026

https://github.com/Lightning-Chart/lcjs-example-0305-racingbars

A demo application showcasing using LightningChart JS to visualize tracking of COVID-19.

chart data-visualization lcjs lightningchart-js

Last synced: 27 Dec 2025

https://github.com/neelimabonangi/real-time-weather-data-processing

Processes and analyzes near real-time weather data using the Kappa architecture,Apache Kafka,Spark,Cassandra,docker,AWS EC2,spring boot API

aws cassandra data-visualization dataanalysis dataprocessing docker ec2 json kafka kappa-architecture machine-learning restapi spark springboot-api xml

Last synced: 13 Apr 2026

https://github.com/danaelshrbiny10/gold-prices

The Egypt Gold Prices project is a data analysis and visualization initiative that focuses on tracking and understanding the daily gold prices in Egyptian pounds per gram.

data-visualization docker docker-compose matplotlib mongodb numpy pandas powerbi python3 webscraping

Last synced: 13 Apr 2026

https://github.com/mr-chang95/udacity_movie_project

Movie Data Analysis and Visualization Project for Udacity's Data Analyst Program. Using Python in Jupyter Notebook.

data-analysis data-visualization jupyter-notebook movie python

Last synced: 13 Apr 2026

https://github.com/shellynagar27/transportation-and-logistics-challenge

Analyzing logistics data to optimize shipment efficiency, reduce delays, and enhance supply chain visibility using Power BI. Insights include top routes, delays, supplier trends, and peak shipments.

cleaning-data critical-thinking data-analysis data-visualization exploratory-data-analysis feature-engineering powerbi preprocessing-data problem-solving python

Last synced: 16 May 2026

https://github.com/sehaj003/telco-churn-analysis

This repository contains files (dataset and Jupyter codebooks) for a project aimed to build machine learning models to predict customer churn based on given parameters.

data-science data-visualization exploratory-data-analysis machine-learning machine-learning-models predictive-modeling principal-component-analysis python

Last synced: 20 May 2026

https://github.com/samruddhi3012/tata-data-visualization

Hi! This repo contains the dashboard I created using Tableau for TATA Data Visualization Training!

data-analysis data-visualization tableau tata

Last synced: 07 Jan 2026

https://github.com/adamouization/python-machine-learning-data-science-notes

:orange_book: Jupyter notebooks containing useful Python code and notes for general Machine Learning and Data Science projects.

data data-science data-visualization guide jupyter jupyter-notebook machine-learning matplotlib notes numpy pandas pandas-dataframe python seaborn

Last synced: 11 Apr 2026

https://github.com/ycli0536/csemnva

A web application for visualizing and analyzing Controlled Source Electromagnetic (CSEM) data collection and navigation.

data-visualization geophysics time-series timeseries visualization

Last synced: 24 Feb 2026

https://github.com/joonarafael/ids-exercises

Repository to store the exercise submissions for the Introduction to Data Science course (University of Helsinki).

course-work data-science data-visualization jupyter-notebook university-assignment

Last synced: 16 Jun 2026

https://github.com/hashkanna/youtube-wrapped-2025

🎬 Spotify Wrapped-style dashboard for YouTube watch history. Built with React + Tessl spec-driven development for EF x Tessl x Anthropic Hackathon.

analytics data-visualization hackathon react recharts tessl vite wrapped youtube

Last synced: 06 May 2026

https://github.com/loosenthedark/strikeforce

StrikeForce is an interactive frontend site that processes and presents data on Premier League goalscorers in a meaningful, easy-to-digest form

ajax-request api autocomplete-search bootstrap4 chartjs css3 css3-animations data-visualization emailjs entypo fontawesome frontend html5 interactive javascript jquery tablesorter

Last synced: 06 May 2026

https://github.com/teja-1403/forage-bcg-x-data-science

About This repository contains solutions to the 4 different tasks that must be performed during the Data Science virtual internship provided by BCG X via Forage.

business-understanding client-communication data-evaluation data-science data-visualization exploratory-data-analysis hypothesis-framing model-interpretation

Last synced: 27 Jan 2026

https://github.com/danielrosehill/data-projects-index

Data apps and datasets deployed to Streamlit Community Cloud, Hugging Face, and elsewhere.

data-analysis data-science data-visualization

Last synced: 16 Mar 2026

https://github.com/saisurajmatta/e-commerce-sales-advanced-data-analysis

Excel-based e-commerce analytics for FNP, a gift company. It covers data extraction, modeling, and visualization, providing actionable insights on revenue, customer behavior, and operations. Key skills include Excel, Power Query, Power Pivot, and DAX. The analysis culminates in data-driven business recommendations.

data-analysis data-visualization dax excel power-pivot power-query

Last synced: 22 Jan 2026

https://github.com/praveendecode/phonepe_pulse

Phonepe Pulse Data Visualization and Exploration: A User-Friendly Tool Using Streamlit and Plotly

data-visualization dataanalysis financial-analysis mongodb postgres python sql streamlit-dashboard

Last synced: 14 Apr 2026

https://github.com/andyfrith/data-visualizations

This project is the research and exploration of building optimized data visualizations with React and large datasets. The application is engineered with Next.js 15, React v19 and D3.

d3 data-visualization nextjs react

Last synced: 10 Apr 2026

https://github.com/botsakhil/eda-on-data-science-job-salaries

Repo for Exploratory Data Analysis using dataset of Data Science Job Salaries

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

Last synced: 26 Feb 2025

https://github.com/srking501/futurelearn_mooc

A summative coursework for CSC8631 Data Management and Exploratory Data Analysis

crisp-dm data-mining data-preprocessing data-science data-visualization deployment eda exploratory-data-analysis

Last synced: 23 Mar 2025

https://github.com/adam0white/codepulse

Analyze development velocity of public GitHub repositories by calculating lines of code changed per minute between commits. Features interactive charts, summary statistics, and a clean, responsive interface built with React and Cloudflare Workers.

bun cloudflare-workers code-metrics commit-analysis data-visualization development-velocity github-analysis hono react recharts serverless shadcn-ui tailwind-css typescript vite

Last synced: 10 Apr 2026

https://github.com/zachbateman/easy_plot

Easy Statistical Visualization in Python

data-analysis data-visualization graphics matplotlib python seaborn

Last synced: 18 Jan 2026

https://github.com/atharva309/car-sales-dashboard-powerbi

A Advanced and Interactive Dashboard for Car Sales and more using PowerBI

dashboard data-visualization dax-query interactive-visualizations powerbi

Last synced: 11 Jan 2026

https://github.com/darksoulnelson/json-to-excel-converter

This repository provides a tool to convert JSON data to Excel format (.xlsx). It allows you to easily transform structured JSON data into a well-organized spreadsheet for better analysis and visualization.

automation-script automation-tools data-analysis data-converter data-export data-formatting data-tools data-visualization excel excel-automation excel-converter excel-tools json json-exporter json-parser json-processing json-to-csv json-to-excel programming-tools spreadsheet-tools

Last synced: 05 Jul 2025

https://github.com/neerajcodes888/data-science

This repository is a hub for data science enthusiasts, offering a diverse collection of projects, notebooks, and resources covering topics such as data analysis, machine learning, deep learning, and generative AI. Explore innovative ideas, contribute to cutting-edge research, and enhance your skills in the dynamic field of data science

data-analysis data-science data-visualization deep-learning deep-learning-algorithms eda genai jupyter-notebook machine-learning machine-learning-algorithms openai-api pandas plotting python3 sklearn-library streamlit

Last synced: 01 May 2026

https://github.com/chrispsang/customerchurnanalysis

Predicting customer churn using a RandomForestClassifier with detailed EDA, model evaluation, and visualization. Includes a Tableau dashboard for interactive insights.

customerchurn data-analysis data-visualization datapreprocessing machine-learning python scikit-learn tableau

Last synced: 31 Jan 2026

https://github.com/nadahamdy217/skincaresentinel

This project analyzes customer feedback for skincare products by predicting sentiment using an unsupervised model. It includes a web application for real-time sentiment analysis, an ETL pipeline built with Azure Data Factory, Azure Databricks, and Azure Synapse Analytics, and a Power BI dashboard for visualizing review trends.

azure customer-feedback data-engineering data-science data-visualization database databricks etl-pipeline flask machine-learning powerbi python sentiment-analysis synapse-analytics unsupervised-learning web-application

Last synced: 07 Apr 2026

https://github.com/gthomas08/data-visualization-project

Project to download and store files from a site and extract the necessary diagrams using python libraries.

data-visualization python

Last synced: 14 Mar 2025

https://github.com/eea/eea.reveal

Reveal hidden knowledge by visualizing network structure in your data.

data-analysis data-visualization graphviz network-visualization

Last synced: 18 Mar 2025

https://github.com/victorlcastro-dsa/coping_struggles_prediction

Repositório para prever dificuldades de enfrentamento com base em dados de saúde mental. Inclui análise, visualização e modelagem usando aprendizado de máquina. Resultados alcançam 86.58% de acurácia com um Voting Classifier.

classification-algorithm data-analysis data-science data-visualization machine-learning-algorithms problem-solving project-based-learning python

Last synced: 19 Apr 2025

https://github.com/rahult18/atmo-flow

AtmoFlow is a robust data engineering pipeline built on Google Cloud Platform (GCP) that processes and analyzes weather and air quality data in both batch and streaming modes

airflow data data-modeling data-science data-visualization dataengineering gcp-bigquery gcp-cloud-composer gcp-cloud-functions pyspark

Last synced: 23 Jun 2026

https://github.com/binjewarkunal/top-10-worlds-largest-economy-analysis

Top 10 Largest Economies by GDP and GDP Per Capita. Data Collection: Forbes India, Data Visualization: Created a Horizontal Bar Chart and Documention.

data-visualization datacollection microsoft-excel notion

Last synced: 27 Mar 2026

https://github.com/ledsouza/estudo_matplotlib

Projeto de curso sobre o uso da biblioteca matplotlib

data-visualization matplotlib vitrinedev

Last synced: 03 Oct 2025

https://github.com/abhipatel35/diabetes_ml_classification

Predict diabetes using machine learning models. Experiment with logistic regression, decision trees, and random forests to achieve accurate predictions based on health indicators. Complete lifecycle of ML project included.

classification data-analysis data-science data-visualization descision-tree diabetes-prediction jupiter-notebook logistic-regression machine-learning model-evaluation open-source pandas pycharm-ide python random-forest scikit-learn

Last synced: 20 Jan 2026

https://github.com/amastaneh/network-visualization-insights

Network Visualization Insights presents network data seamlessly, offering clear visuals through charts, graphs, and tables. Dive deep into key metrics across diverse locations.

d3js data-analytics data-processing data-science data-visualization data-visualizations dataviz react-chartjs-2 react-simple-maps

Last synced: 08 Jun 2026

https://github.com/mem48/covid

Interactive MSOA Maps of Covid19 cases in England

covid data-visualization map msoa vector-tiles

Last synced: 24 Jul 2025

https://github.com/abdul-aa/drug-sentiment-analysis

Extracting Themes and Sentiments in Birth Control Drug Reviews with DistilBert and LDA Topic Modeling

data-visualization distilbert lda-topic-modeling natural-language-processing sentiment-analysis tableau

Last synced: 22 Apr 2026

https://github.com/nischay002/us-honey-production-analysis

Analysis of US honey production (1995–2021) using Python & data visualization. Identifies trends in honey yield, pricing, and colony distribution across states.

data-analysis data-visualization exploratory-data-analysis honey-production matplotlib pandas python seaborn us-agriculture

Last synced: 26 Feb 2025

https://github.com/shubhammittal-data/hr_dashboard_tableau

An interactive HR Analytics Dashboard built using Tableau. Provides insights into workforce demographics, hiring trends, salary analysis, and employee records for data-driven decision-making.

chatgpt4 data data-analysis data-visualization drawio-tools faker-generator hr-analytics hr-analytics-dashboard human-resources numpy python tableau tableau-public

Last synced: 17 May 2026

https://github.com/jigyasag18/aircraft-data-management

This repository offers a comprehensive simulation of global military air deployments involving 10 countries, aircraft models, mission types, and strategic zones. It analyzes air power distribution, mission intent (offensive, defensive, support), and geopolitical positioning. The project provides structured insights into regional & zone level threat

aircraft-data aircraft-performance data data-analysis data-visualization database database-management dataset datavisualisation mysql powerbi powerbi-report powerbi-visuals sql

Last synced: 04 Feb 2026

https://github.com/ragedunicorn/mantisx-notebook

A repository for Jupyter notebooks analysing mantisx data

data-analysis data-visualization mantis mantisx shooting training

Last synced: 24 Jul 2025