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/rgzafra11/excel_sales_analytics

# Excel_Sales_Analytics๐Ÿ“Š This repository contains a comprehensive business intelligence report for AtliQ Hardware, focusing on sales performance and strategic insights. ๐Ÿš€ Explore data-driven analytics to enhance product offerings and optimize sales strategies for improved profitability.

businessanalytics businessinsights data-visualization dataquality eda excel excel-dashboard jupyter-notebook kpi pivot-table powerquery recommandation sales-insights seaborn

Last synced: 01 Jul 2025

https://github.com/maettuu/project-beatblend

Repository for the Master's Project 2024 on Visualizing and Explaining Sequential Song Recommendations through Data Humanism

audio-features aws ci-cd content-based-recommendation data-visualization discogs-api docker fastapi full-stack jwt-token masters-project postgres python recommendation-system redis rest-api spotify-api visual-data vuejs websocket

Last synced: 11 Apr 2026

https://github.com/teilomillet/mentors

Text JSONL dataset visualiser and modifier.

data-visualization datasets llm-training

Last synced: 10 Feb 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/alyssahusna44/poai-kmeans-data-analysis

A simple implementation of the K-Means clustering algorithm for unsupervised learning and data visualization. ๐Ÿ“Š

clustering data-visualization k-means-clustering machine-learning python unsupervised-learning

Last synced: 31 Mar 2025

https://github.com/thbaylson/datascience

All of my past data science assignments put into one singular notebook. Most of this comes from my Machine Learning course.

data-analysis data-science data-visualization decision-tree jupyter-notebook k-nearest-neighbors linear-regression machine-learning neural-network pandas-library python3 scikit-learn

Last synced: 09 May 2026

https://github.com/srimantapal205/analyze-hr-data---power-bi

The purpose of this Power BI project is to create an interactive dashboard to analyze employee data.

bi-project data-visualization dax-query powerbi

Last synced: 05 Jan 2026

https://github.com/harshmule1/crypto-market-trend

Crypto Market Trend Using Power Bi

analysis data-visualization excel powerbi

Last synced: 29 Jan 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/manel15279/datamining-project

A university project that aims to explore various data mining techniques like Data Exploration, Association Rule Mining, Supervised and Unsupervised Learning, applied to real-world datasets, focusing on soil fertility analysis and COVID-19 cases evolution over time.

covid-19 data-analysis data-mining data-visualization datascience gradio machine-learning python soil-properties

Last synced: 10 Jun 2025

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/shefreenkaur/comp_430_project

A comprehensive, open-source business intelligence visualization tool designed for algorithmic trading systems. This application transforms complex trading data into intuitive visualizations, enabling traders and analysts to make data-driven decisions.

algorithmic-trading api-development business-intelligence data-analytics data-visualization etl-pipeline fastapi finance financial-analysis interactive-dashboard plotly streamlit

Last synced: 13 Apr 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/azaz9026/data_cleaning

Welcome to the Data Cleaning repository! This collection is dedicated to showcasing techniques and methods for cleaning and preparing datasets for analysis.

data-analysis data-engineering data-structures data-visualization eda feature-engineering machine-learning numpy outliers pandas python seaborn

Last synced: 13 Apr 2026

https://github.com/hyoaru/rph-retraction-relationship-visualization

A task output in GEC 3 RPH, retraction relationship visualization

data-visualization graph

Last synced: 31 Mar 2025

https://github.com/anilyigitsel/tourist-attraction-data-analysis

This project analyzes tourism trends from 2017 to 2021, focusing on visitor numbers, ratings, and attraction popularity during these years.

data-analysis data-visualization excel sql tourism

Last synced: 26 Jan 2026

https://github.com/syncfusionexamples/creating-the-wpf-pie-chart-to-visualize-global-forest-area-percentage-by-countries-in-2021

This sample demonstrates how to create the Syncfusion WPF Pie chart to visualize the percentage of global forest area by country in 2021.

charting charts data-visualization dotnet pie pie-chart windows wpf

Last synced: 05 Jan 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/incubated-geek-cc/gis-data-viewer

A web-based GIS data viewer built in JavaScript with Leaflet JS plugin.

data-visualization geospatial geospatial-analysis geospatial-data gis leafletjs

Last synced: 11 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/nahiyanhkhan/sales-insight-dashboard_powerbi

Build a dashboard to display the sales insights of a company's sales data over the 4 years period. It includes displaying revenue, sales quantity in different regions over the years.

dashboard data-analysis data-analytics data-visualization powerbi salesdashboard

Last synced: 08 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/shahbajtahershezan/heart-disease-prediction-ann

Heart Disease Prediction using ANN and ML models. This project performs detailed EDA on heart disease data and trains ANN, Random Forest, Decision Tree, and SVM models to predict heart disease likelihood using features like age, cholesterol, and blood pressure, with visualizations and performance metrics for evaluation.

classification confusion-matrix data-visualization deep-learning-algorithms f1-score heart-disease-prediction keras machine-learning-projects neural-network precision recall tensorflow

Last synced: 14 Apr 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/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/darkdk123/simple-heart-disease-classification

This Experiment provides a comprehensive approach to forecast heart disease risks by performing a detailed data analysis, predictive modeling & hyperparameter tuning. This leads to a `LinearSVC` model with 90% Accuracy

classification-algorithm data-science data-visualization exploratory-data-analysis heart-disease-prediction machine-learning

Last synced: 17 Nov 2025

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/katiesaund/jpm_healthcare_2019

Analysis of healthcare stock changes over JPM week versus rest of the year.

biotech data-science data-visualization finance jpmorgan r rstats stock

Last synced: 24 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/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/niteshchawla/logistics-nn-regression

The case study is about India's Largest Marketplace for Intra-City Logistics. This dataset has the required data to train a regression model that will do the delivery time estimation, based on all those features.

adam-optimizer data-visualization encoding exploratory-data-analysis feature-engineering hidden-layers hyperparameter-tuning keras-tensorflow kerastuner metrics neural-network numpy pandas regression relu scaling sequential-models

Last synced: 10 Apr 2026

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/balajimohan18/loan-classification-datascience-project

This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some validย informations.

classification data-analysis data-cleaning data-science data-visualization loan-prediction loan-status machine-learning sql supervised-learning

Last synced: 03 Sep 2025

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 engineerย to create a wide range of representations.

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

Last synced: 07 Oct 2025

https://github.com/hamzarahal/data_vis_ggplot2

Data Visualization in R with ggplot2

data-visualization ggplot2 r-programming

Last synced: 14 Mar 2025

https://github.com/berkeley-gif/caladapt-website-2021

Redesign and rewrite of the website for Cal-Adapt.org

cal-adapt california climate-change climate-models data-visualization svelte

Last synced: 26 Jan 2026

https://github.com/harshmule1/product-sales-anlysis

Product Sales Anlaysis Using Power Bi

analysis data-visualization powerbi

Last synced: 04 Feb 2026

https://github.com/noturlee/iris-dataanalyis

This project aims to classify Iris flowers into three speciesโ€”setosa, versicolor, and virginicaโ€”based on their sepal and petal measurements using machine learning techniques. The dataset comprises 150 samples evenly distributed among these species

data-analysis data-modeling data-science data-structures-and-algorithms data-visualization

Last synced: 08 Apr 2025

https://github.com/noturlee/sales-dataanalysis

This project aims to predict product sales based on advertising expenditures, focusing on 'TV advertising'. Machine learning techniques are employed to analyze and interpret data, enabling businesses to optimize advertising strategies and maximize sales potential.

data-modeling data-science data-structures-and-algorithms data-visualization linear-regression

Last synced: 08 Apr 2025

https://github.com/petitatelier/data-sets

A collection of data sets, to play with in visualization experiments

data-visualization dataset

Last synced: 02 Jul 2025

https://github.com/eracodex/d3js-treemap

Data visualization with D3js Treemap

d3js data-science data-visualisation data-visualization reactjs

Last synced: 07 Apr 2025

https://github.com/fatihilhan42/hollywood-theatrical-market-synopsis-1995-to-2021

In this project, the data of hollywood film production companies from 1995 to 2021 were examined. Significant tables and graphs were created using data visualization algorithms, with the tickets sold divided into categories.

data data-analysis data-science data-visualization

Last synced: 23 Mar 2025

https://github.com/petzi53/learning-plotly

Personal notes and trials during reading "Interactive web-based data visualization with R, plotly, and shiny" by Carson Sievert

data-visualization plotly visualization

Last synced: 16 Mar 2025

https://github.com/barraharrison/spotify-listening-trends

Using EDA to look at song longevity, regional preferences, and streaming behavior in the charts and on Spotify.

data-analysis data-visualization jupyter-notebook kaggle-dataset

Last synced: 03 Feb 2026

https://github.com/moenessgannouni/englandweather

A mini-project that analyzes weather data in England usingLinear Regression and Multiple Linear Regression. Ideal for learning and applying statistical analysis and predictive modeling.

data-analysis data-visualization linear-regression multiple-linear-regression rprogramming

Last synced: 22 Mar 2025

https://github.com/katrinleinweber/leaving-the-bar

A less-code variant of Joachim Goedhart's "Leaving the bar in five steps"

barchart boxplot boxplots data-visualisation data-visualization ggplot

Last synced: 20 Aug 2025

https://github.com/suwa-sh/tbm-template

TBM๏ผˆTechnology Business Management๏ผ‰ใ‚’ๅฐใ•ใใฏใ˜ใ‚ใ‚‹ใƒ†ใƒณใƒ—ใƒฌใƒผใƒˆ

cost-control data-analysis data-visualization dbt dlt example grafana postgresql sample tbm

Last synced: 19 Jun 2025

https://github.com/satvikpraveen/pandasplayground

๐Ÿ“Š A comprehensive pandas mastery project with 10 modular Jupyter notebooks covering data loading, cleaning, grouping, merging, time series, visualization, and performance profiling. Includes real-world workflows, Docker, Streamlit, and reusable utils. Ideal for data scientists and analysts to learn, practice, and refer. Practice-ready and modular.

analytics cheatsheet data-analysis data-cleaning data-pipeline data-science data-visualization docker etl exploratory-data-analysis jupyter-notebook jupyterlab learning-resource memory-profiling open-source pandas performance-tuning python streamlit time-series

Last synced: 10 Apr 2026

https://github.com/gaurav0502/router-traffic-analysis

Exploratory Analysis of the different kinds of traffics being experienced by a router.

data-analytics data-visualization network-analysis python

Last synced: 06 Apr 2025

https://github.com/riyouuyt/analyzing-ecommerce-business-performance-using-sql

project that delves into the eCommerce domain to assess key business metrics: customer growth, product quality, and payment quality methods.

analytics business-analytics data-visualization ecommerce excel postgresql sql

Last synced: 31 Aug 2025

https://github.com/mumtaz4118/nlp-course

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

course data data-analysis data-analytics data-science data-visualization deep-learning education machine-learning natural-language-processing neural-network transfer-learning

Last synced: 24 Nov 2025

https://github.com/mindlessmuse666/train-test-splitter

ะะฝะฐะปะธะท ะดะฐะฝะฝั‹ั… ะพ ะฟะฐััะฐะถะธั€ะฐั… ะขะธั‚ะฐะฝะธะบะฐ ะธ ั€ะฐะทะฑะธะตะฝะธะต ะฝะฐ ะพะฑัƒั‡ะฐัŽั‰ัƒัŽ ะธ ั‚ะตัั‚ะพะฒัƒัŽ ะฒั‹ะฑะพั€ะบะธ. ะŸั€ะฐะบั‚ะธั‡ะตัะบะพะต ะทะฐะดะฐะฝะธะต ะฟะพ ะดะธัั†ะธะฟะปะธะฝะต "ะžัะฝะพะฒั‹ ะฟั€ะธะผะตะฝะตะฝะธั ะผะตั‚ะพะดะพะฒ ะธัะบัƒััั‚ะฒะตะฝะฝะพะณะพ ะธะฝั‚ะตะปะปะตะบั‚ะฐ ะฒ ะฟั€ะพะณั€ะฐะผะผะธั€ะพะฒะฐะฝะธะธ".

data-analysis data-preprocessing data-visualization machine-learning pandas python scikit-learn seaborn titanic train-test-split

Last synced: 12 Apr 2026

https://github.com/prodip2416/dashboard-with-analytics

dashboard chart and data visualization using AntD Chart

antd antdchart dashboard data-visualization

Last synced: 07 Nov 2025

https://github.com/hossamAhmedSalah/Computer-Vision-

contains my training projects in this field

computer-vision data-visualization detection edge opencv

Last synced: 10 Mar 2025

https://github.com/rohitinu6/indian-used-car-price-prediction

The aim of this project to predict the price of the used cars in indian metro cities by analyzing the car's features such as company, model, variant, fuel type, quality score and many more.

algorithms analytics car-price-prediction data-science data-visualization eda machine-learning machine-learning-algorithms python regression used-cars

Last synced: 04 May 2026

https://github.com/danilowskic/stack-initialisation

The program shows how stack is builded and how it works.

data-science data-structures data-visualization java-8 stack

Last synced: 16 Jul 2025

https://github.com/arthurdanjou/studies

๐Ÿ’ผ This is the repository containing all my projects done during my studies in Python and R.

ai data data-science data-visualization jupyter jupyter-notebook ml python r

Last synced: 08 Apr 2025

https://github.com/prgermux/image-scrapper

"Image Scrapper" is a Python application that recursively scrapes images from directories and displays them on an interactive, zoomable, and scrollable canvas. Ideal for organizing and navigating large image datasets.

data-visualization desktop-application file-explorer graphics-view gui-tool image-organization image-processing image-scraper image-viewer interactive-visualization pyqt5 python recursive-directory zoom-and-pan

Last synced: 24 Mar 2025

https://github.com/netesh5/flutter_confusion_matrix

A Flutter package for creating and visualizing Confusion Matrices with a customizable heatmap. This package is ideal for machine learning and data analysis applications where a visual representation of prediction accuracy is required.

confusion-matrix data-visualization flutter heatmap machine-learning

Last synced: 27 Apr 2026

https://github.com/mattbixley/tidy_tuesday

A home for some #tidytuesday code, plots table and general upskilling.

data-science data-visualization ggplot r4ds tidytuesday tidyverse

Last synced: 15 Feb 2026

https://github.com/datastalker/survival-cox

This repository contains an R script for performing survival analysis on breast cancer surgery data from the University of Chicago's Billings Hospital. The analysis includes Kaplan-Meier estimation and Cox Proportional Hazards modeling to assess patient survival.

breast-cancer-prediction cox-model data-analysis data-science data-visualization epidemiology kaplan-meier r survival-analysis

Last synced: 02 Apr 2025

https://github.com/hari7261/data-visualization

Python-based application built using CustomTkinter for the graphical user interface (GUI) and Matplotlib for data visualization. It allows users to import datasets, perform real-time data visualization, and analyze data using various chart types and machine learning techniques.

data-analysis data-visualization export hari7261 import python realtime-visualization

Last synced: 17 Jun 2025

https://github.com/Sparsh7082/Data-Analysis-Portfolio

This repository is dedicated to showcasing my skills, sharing projects, and tracking my progress in Data Analytics and Data Science.

canva data-analytics data-manipulation data-visualization database-querying google-slides power-bi power-point presentation-tools programming-language python r spreadsheets sql tableau

Last synced: 10 Mar 2025

https://github.com/sarincr/training-on-artificial-intelligence

Entree Academy 10 Days free training on Artificial Intelligence. Course will be conducted in a Blended learning way with Daily one hour online training and 3 hour project based training

artificial-intelligence artificial-intelligence-algorithms data-analysis data-science data-visualization decision-trees deep-learning deeplearning logistic-regression machine-learning machine-learning-algorithms machinelearning num numpy pandas regression scikit-learn scipy sklearn

Last synced: 10 Apr 2026

https://github.com/ashwin331133/hospital_allpatients_waitinglist_data

This Power BI project analyzes patient waiting lists across various medical specialties and case types (Day Case, Inpatient, Outpatient). The goal is to gain insights to improve healthcare management and resource allocation.

data-analysis data-visualization powerbi

Last synced: 03 Jan 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/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/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/coderbiswajit24/maventoysanalytics

MavenProfitPulse: Data-driven analysis of Maven Toys & Games to boost sales, profitability, and inventory using Pandas. Uncovers trends in performance, demand, and efficiency with actionable insights.

data-visualization dataanalysis inventorymanagement pandas-dataframe profitoptimization python3 retailanalytics

Last synced: 29 Jun 2025

https://github.com/mdequeljoe/statsday

understanding financial accounts display at 2018 statistics day

chord-diagram data-visualization financial-markets statistics

Last synced: 08 Apr 2025

https://github.com/mhany7/safescan-ppe-detection-yolo

A Protective Personal Equipment (PPE) compliance monitoring system.

computer-vision data-visualization machine-learning pandas-python python3 sklearn yolov11

Last synced: 30 Mar 2025

https://github.com/nmelgar/birthday_sports_dataviz

We will analyze how the Matthew Effect has influenced in professional sports players.

analysis csv data data-analysis data-science data-visualization datavisualization dataviz probability research tableau

Last synced: 08 Jan 2026

https://github.com/isaactrer/trading-gpt

TradeGPT is an intelligent trading bot built with ChatGPT and AI to automate and optimize trading strategies. It analyzes market data, predicts trends, and executes trades in real-time, providing traders with tools to enhance efficiency and profitability.

ai-trading algorithmic-trading automated-trading backtesting chatgpt crypto-trading data-visualization financial-analysis machine-learning market-data openai portfolio-management real-time-data risk-management sentiment-analysis stock-market technical-indicators trade-execution trading-strategies

Last synced: 25 Mar 2025

https://github.com/legend-exp/leds

LEGEND Event Display

data-visualization event-viewer legend

Last synced: 25 May 2026

https://github.com/eeghor/attraction-reviews-aus

Attraction Review Analysis in a Dash Dashboard

data-visualization

Last synced: 25 May 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/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/shridhar1504/tableau-visualization-viz.-project-

This repository contains Visualization Projects which is visualized through Tableau Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and also it provides social values in some cases to calculate damages and intensity of calamities.

dashboards data-analysis data-science data-visualization exploratory-data-analysis tableau tableau-dashboards tableau-public tableau-workbooks visualization

Last synced: 04 Feb 2026

https://github.com/jabonsote/financial-anomaly-detection-with-deepseek-and-isolation-forest

๐Ÿš€ Financial Anomaly Detection with DeepSeek and Isolation Forest โ€“ A powerful, locally-run tool for detecting financial anomalies using Isolation Forest and DeepSeek LLM. Features AI-powered insights, interactive time-series visualization, and automated PDF audit reports. ๐Ÿ”๐Ÿ“Š

anomaly-detection chatbot data-visualization deepseek financial-analysis financial-data isolation-forest llm machienlearning ollama report-generator streamlit

Last synced: 12 Apr 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