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/ludreinsalvador/life-expectancy-data-analysis

Contains Power BI dashboards analyzing global life expectancy trends, mortality rates, and health expenditures. Using a dataset sourced from Google Sheets, the project explores the impact of economic and healthcare factors on longevity.

dashboard data-analysis data-visualization healthcare-analysis life-expectancy powerbi

Last synced: 25 Feb 2026

https://github.com/archanakokate/world_population_analysis_2023_using_powerbi

World Population Analysis 2023: PowerBI interactive dashboard to visualize the World Population 2023 by Country

analytics data-science data-visualization powerbi

Last synced: 07 Feb 2026

https://github.com/rissh/titanicsurvivalpredictionusingml

Predicting Titanic passenger survival through machine learning. This project includes data preprocessing, exploratory data analysis, feature engineering, and model training using Python. 🚢

data data-analysis data-science data-visualization dataanalysis jupiter-notebook machine-learning machine-learning-algorithms machinelearning matplotlib numpy pandas prediction prediction-model python python3 seaborn tenserflow tflearn titanic

Last synced: 01 Feb 2026

https://github.com/nirmit27/coursera-data-viz-dash

Some dashboards created using Dash and Plotly.

dash dashboard data-visualization plotly plotly-dash python3

Last synced: 15 Apr 2026

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

Explore EDA on 5 datasets: Titanic 🚢, Heart Disease ❤️, Wine Quality 🍷, Car Price 🚗, and NBA Players 🏀. Includes data cleaning, preprocessing, and visualizations to uncover insights. Perfect for beginners to learn data analysis with Pandas, Matplotlib, and Seaborn! 🎨📈

data-analysis data-visualization eda matplotlib pandas python seaborn sklearn

Last synced: 15 Apr 2026

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

Data Visualization using d3js library

csv-files data-visualization

Last synced: 01 Feb 2026

https://github.com/vishnu-vamshii/data-science-jobs-salaries

Created an interactive dashboard to analyze data science jobs salaries in different regions of the world, experience levels, average salaries in USD and type of employment along with a geographical visual.

data-analysis data-science data-visualization tableau tableau-dashboard

Last synced: 01 Feb 2026

https://github.com/shubham200137/customer-churn-analysis

In this case study, we analyze customer churn for a telecom company serving Southern California. The company faces increased competition and wants to retain customers by understanding the reasons for churn. Our objectives include improving service quality, identifying churn factors, pinpointing attractive services, and retaining high LTV customers.

data-analysis data-visualization numpy-python pandas-python sqlite tableau

Last synced: 15 Apr 2026

https://github.com/ymorsi7/quranicvisualization

A visual exploration tool for the Holy Quran using D3.js treemaps.

css d3 d3js data data-visualization html islam islamic javascript js quran quranic treemaps visualization

Last synced: 15 Apr 2026

https://github.com/tanyagarg25/project_covidanalysis

This repository is a project for analyzing COVID-19 data using SQL and visualizing it with Tableau. Technologies used include SQL for querying and Tableau for data visualization.

analysis dashboard data data-visualization sql tableau

Last synced: 08 Feb 2026

https://github.com/athari22/extracting-and-visualizing-stock-data

The idea of the project is to work for a new startup investment firm that helps customers invest their money in stocks.

amazon dashboard data-science data-visualization database ibm ibm-watson pandas python sql tesla visualization

Last synced: 13 Apr 2026

https://github.com/mdaltamashalam/uber-fare-prediction-models

Predicts the fare amount of Uber rides based on various factors such as pickup/drop-off coordinates, passenger count, and trip distance.

catboost data-analysis data-cleaning data-visualization lgbm-regressor machine-learning matplotlib numpy pandas python random-forest regression-models skit-learn xgboost-algorithm

Last synced: 26 Feb 2026

https://github.com/siddhant2105s/airline-performance-analysis-dashboard

Enhancing Airline Performance Analysis for the Department of Transport

data-analysis data-visualization tableau

Last synced: 08 Feb 2026

https://github.com/smahala02/materials-science-introduction

Introduction to Materials Science concepts using Python for array manipulation and visualization with NumPy and Matplotlib.

data-visualization materials-science matplotlib numpy python scientific-computing

Last synced: 09 Feb 2026

https://github.com/mayurasandakalum/ipl-data-engineering-spark-databricks

Comprehensive data engineering and analytics project using IPL dataset with Amazon S3, Apache Spark, Databricks, and SQL. Includes data storage, transformation, analysis, and visualization.

amazon-s3 apache-spark aws big-data cricket-analytics data-analytics data-engineering data-visualization databricks etl-pipeline ipl-dataset machine-learning python sql

Last synced: 09 Feb 2026

https://github.com/shubham200137/spotify-listening-habits-analytics

Spotify Listening Habits Analytics is a project aimed at analyzing personalized Spotify listening habits and music trends. It involves Exploratory Data Analysis (EDA) with Python Pandas, data processing using SQL Server, and creating visualizations with Power BI. The goal is to uncover insights into listening patterns, track popularity, and artist.

data-analysis data-visualization exploratory-data-analysis jupyter-notebook pandas power-bi-dashboard sqlserver

Last synced: 18 Mar 2026

https://github.com/franckalbinet/teuvo

Self-Organising Map implemented as Literate Programming

data-visualization dimensionality-reduction neural-network

Last synced: 09 Feb 2026

https://github.com/rickyarians/scrappy-do

Projek ini dikembangkan sebagai salah satu capstone project dari Algoritma Academy Data Analytics Specialization. Deliverables yang diharapkan dari projek ini adalah melakukan simple webscrapping untuk mendapatkan informasi.

beautifulsoup4 data-science data-visualization flask flask-application pandas webscraping

Last synced: 15 Apr 2026

https://github.com/pejpero/neural_network_regression_and_classification

This repository contains neural network regression models built from scratch and using Keras for comparison. It visualizes training and testing performance, analyzing MSE, R², and decision boundaries. The project demonstrates learning techniques and optimization for regression tasks.

data-visualization keras machine-learning neural-network regression

Last synced: 09 Feb 2026

https://github.com/ludreinsalvador/global-covid-19-data-analysis

Contains Power BI dashboards that visualizes and analyzes global COVID-19 cases, deaths, and vaccination trends using data from the World Health Organization (WHO). The project aims to provide insights into the pandemic’s impact and vaccination progress worldwide through dynamic reports and advanced analytics.

analytics covid-19 covid19-data data data-analysis data-collection data-transformation data-visualization

Last synced: 26 Feb 2026

https://github.com/haroontrailblazer/machine_learning

About This Repository A curated resource hub for learning machine learning, featuring tutorials, code examples, datasets, and hands-on projects to build foundational skills and explore real-world applications.

data data-analysis data-visualization database dataset gradient-descent machine-learning pandas python3 random-forest sklearn statistics

Last synced: 16 Apr 2026

https://github.com/animesh-chourey/power-bi

Various projects at my attempt to learn Power BI

business-analytics data-analysis data-visualization powerbi

Last synced: 10 Feb 2026

https://github.com/charlesemil/tableau-dashboard-project

Building a design and dynamic Tableau dashboard to present an overview of the sales/customers metrics and trends.

customer-dashboard customers-analysis dashboard data-visualization interactive-visualizations kpi sales-trends-analysis tableau tableau-dashboards year-over-year-analysis

Last synced: 10 Feb 2026

https://github.com/bbquercus/master-thesis

Master thesis in molecular biology at the University of Basel.

data-visualization image-analysis latex master-thesis plasmids

Last synced: 11 Feb 2026

https://github.com/sanjiban08/hotel-booking-cancellation-analysis

This project is an end-to-end data analysis project in Excel, where I analyze a hotel booking cancellation dataset to draw conclusions and insights using various types of charts and visualizations.

data-visualization excel pivot-tables

Last synced: 11 Feb 2026

https://github.com/keshav434/loan-application-data-analysis

Data Analysis and visualization project involing bias detection and building predictive models using Python.

data-analytics data-visualization python

Last synced: 16 Apr 2026

https://github.com/haonamnguyen/data-science-job-analysis

Evaluate the factors influencing salary trends in the data science industry, including experience levels, job titles, employment types, company sizes, and remote work arrangements, to help HR teams and hiring managers make data-driven decisions regarding compensation packages and recruitment strategies.

data-analysis data-science data-visualization jupyter-notebook python

Last synced: 16 Apr 2026

https://github.com/abhisek-13/stock_price_prediction

The Stock Market Prediction Model uses TensorFlow to predict stock prices. It's trained on Google price data and can be customized with other company data for personalized predictions. The project includes a single Jupyter Notebook with code for preprocessing, model training, and prediction.

data-engineering data-visualization deep-learning keras lstm python rnn tensorflow

Last synced: 16 Apr 2026

https://github.com/bhavinpatel4199/artificial-intelligence--algorithm-and-mathematics

This repository focuses on AI with an emphasis on algorithms and mathematical foundations. It includes projects on data processing, fundamental AI algorithms, and mathematical concepts like linear algebra and optimization. Hands-on work with various frameworks provides practical model-building experience.

algorithms-and-data-structures data-structures data-visualization mathematic probability problem-solving python3 sklearn

Last synced: 11 Feb 2026

https://github.com/praveen-devknight/event-registration-analytics-dashboard

This project presents an interactive and visually-rich Power BI dashboard that analyzes registration data from a college-level technical and non-technical event, Teciton. The dashboard provides comprehensive insights into participant demographics, event preferences, food choices, and time-based trends.

data-analysis data-visualization excel powerbi sql

Last synced: 11 Feb 2026

https://github.com/kunalthakur204/visualization-on-flower

🌸 Flower Dataset Visualization Visualizing patterns and relationships in flower data through charts and plots. Perfect for exploring floral characteristics and trends! 📊

data data-visualization dataanalysis flowerdataset python

Last synced: 16 Apr 2026

https://github.com/madhurimarawat/BudgetFlow

A simple, private, and customizable personal finance tracker built with Python and Streamlit for effortless monthly expense management.

csv data-visualization expense-manager expense-tracker localhost localstorage pandas personal-finance-manager python secure simple streamlit-dashboard

Last synced: 16 Apr 2026

https://github.com/sanjiban08/covid-19-global-vaccine-tracker

Track the global progress of COVID-19 vaccination campaigns with my Tableau-based COVID-19 Global Vaccine Tracker, providing real-time insights and visualizations for informed analysis and understanding.

data-visualization tableau-public

Last synced: 11 Feb 2026

https://github.com/c2ramel/autonomous-semantic-discovery

An unsupervised machine learning engine that utilizes Non-negative Matrix Factorization (NMF) to autonomously extract and visualize latent semantic topics from the 20 Newsgroups dataset.

data-visualization machine-learning nlp nmf python scikit-learn unsupervised-learning

Last synced: 16 Apr 2026

https://github.com/codelayers-ai/homebrew-tap

This is a Homebrew Tap repository for distributing the CodeLayers CLI.

ai-agents data-visualization visionpro

Last synced: 15 Mar 2026

https://github.com/sallurisumanth/linq-tech-intern-assessment

🚀 This project showcases a live data dashboard using Python, MongoDB, Streamlit, and Docker. It includes data ingestion with real-time category-based updates, transformations, and interactive visualizations with filtering and auto-refresh. Ideal for monitoring trends dynamically with a clean UI and containerized deployment.

analytics containerization-with-docker data-ingestion data-visualization docker-container internship-assessment mongodb-database python realtime-dashboard streamlit-dashboard

Last synced: 16 Apr 2026

https://github.com/arshc0der/n.o.v.a-geospatial-ozone-predictor

An AI-powered geospatial intelligence dashboard for predicting atmospheric ozone levels using 27 years of NASA data. Features 3D climate mapping and live satellite tracking.

atmospheric-science climate-tech dashboard-ui data-visualization desktop-app geospatial-analysis gis machine-learning matplotlib ozone-prediction pandas python random-forest-regressor satellite-tracking scikit-learn tkinter windows-executable

Last synced: 01 Mar 2026

https://github.com/devbauti/britishairways

British Airways Dashboard

data-visualization tableau

Last synced: 27 Feb 2026

https://github.com/m-biriulova/m-biriulova

Hi! I'm Mariia — a Python Developer and Data Analyst passionate about automation, web development, and smart data solutions. Open to collaborations and freelance projects

automation data-analyst data-visualization freelancer github-profile open-to-work portfolio python-developer telegram-bots web-scraping

Last synced: 12 Feb 2026

https://github.com/rohitblaze10/-excel-_seller_store_analysis

A collection of data analysis projects showcasing data cleaning, exploration, visualization, and machine learning. Using "Excel" and more to uncover insights and drive data-driven decision-making. Feel free to explore, contribute, or collaborate!

data-analysis data-visualization excel excel-export

Last synced: 12 Feb 2026

https://github.com/bharatsharma07/ipl-analysis

This project provides insights into the IPL's historical data, helping to identify trends, player performance, and team strategies.

data-visualization ipl-data-analysis numpy pandas python

Last synced: 16 Apr 2026

https://github.com/kaushik-puttaswamy/blinkit-sales-performance-analysis-powerbi

An interactive Power BI dashboard analyzing BlinkIT’s sales performance, outlet metrics, and customer insights.

data-visualization dax-expression powerbi

Last synced: 03 Mar 2026

https://github.com/ankit21111/carpredict

This project predicts car prices using machine learning models, including Simple and Multiple Linear Regression. It covers data acquisition, feature selection, and optimization techniques like Ridge Regression. The best model, Multiple Linear Regression, achieved an R² score of 0.84. Check out the full analysis in the repository!

data-analysis data-visualization matplotlib numpy pandas pyhton scipy seaborn sklearn

Last synced: 16 Apr 2026

https://github.com/tallcoleman/orchestra-season-visualization

An interactive data visualization creator for orchestra seasons

data-visualization

Last synced: 28 Feb 2026

https://github.com/bhavyabhargava/2022_aus_fed_election_analysis

R based in-depth analysis of voter behavior during the **2022 Australian Federal Election**

behavioral-patterns data-visualization election-analysis geospatial-data rprogramming sf

Last synced: 28 Feb 2026

https://github.com/t8/slope-field-visualizer

📈 An experimental project to generate colored images based on a given differential equation

calculus data-visualization graph mathematics

Last synced: 13 Feb 2026

https://github.com/saba-gul/business-intelligence-case-study-flyingwhale-airline

FlyingWhale Airline BI Case Study: Analyzing customer flight activity and loyalty history to optimize operations and enhance customer experience.

airline-data-analysis airline-datasets business-analytics business-intelligence dashboards data-visualization dataanalytics eda flyingwhale presentation

Last synced: 13 Feb 2026

https://github.com/malakaburamila/power-bi-dashboards

A portfolio of interactive Power BI dashboards I developed, showcasing data visualization, analytics, and data-driven insights.

amazonsalesanalysis analytics dashboards data-analysis data-visualization datasets hranalytics power-bi

Last synced: 14 Feb 2026

https://github.com/gusenov/open-data-scripts

Scripts to explore public datasets. Скрипты для работы с открытыми данными.

charts data data-visualisation data-visualization datavisualization highcharts kazakhstan open-data opendata qazaqstan

Last synced: 28 Feb 2026

https://github.com/chanmeng666/mnist-handwritten-digit-recognition-project

【Sprinkle some star dust on this repo! ⭐️ It's good karma!】A comprehensive implementation and analysis of handwritten digit recognition using multiple neural network architectures on the MNIST dataset. Features basic MLP, optimized feature-selected model, and deep CNN approaches with detailed performance comparisons and visualizations.

cnn computer-vision data-analysis data-visualization deep-learning feature-analysis handwritten-digit-recognition keras machine-learning mlp mnist model-optimization neural-networks python scikit-learn tensorflow

Last synced: 02 Apr 2026

https://github.com/balajimohan18/tableau-visualization-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 reduce damages by calamities.

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

Last synced: 19 Mar 2026

https://github.com/harmonicode/signal-viewer

Signal-Viewer is a user-friendly tool designed to help you visualize and analyze various signals such as ECG, EEG, and EMG. It provides an intuitive interface for loading, displaying, and interpreting signal data.

biomedical-signal-processing data-visualization pyqt5 python signal-processing

Last synced: 14 Feb 2026

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

Using the Tableau software, in this project I've utilized the "Suicide rates overview 1985 to 2016" dataset from Kaggle to make different visualizations for various insights such as the number of suicides per country, and then I've neatly put all of the visualizations and parameter controls in a dashboard.

data-visualization tableau

Last synced: 14 Feb 2026

https://github.com/sartajbhuvaji/cerealicious

A fun way to visualize nutrients in milk and cereals! | A project under CPSC 5320 Visual Analytics

d3js data-visualization

Last synced: 19 Mar 2026

https://github.com/vyask21/british-airways-reviews

This dashboard presents different data points that set British Airways apart.

data-visualization dataanalysis tableau

Last synced: 28 Feb 2026

https://github.com/risdorn/restaurant-delivery-platforms-analysis-bdm-project

This project analyzes restaurant delivery platforms to understand customer preferences, industry competition, and expansion opportunities. Conducted as part of the BDM project from IITM, it includes descriptive stats, distribution, correlation, regression, and geospatial analysis using multiple datasets.

data-analysis data-visualization jupyter-notebook kaggle

Last synced: 15 Feb 2026

https://github.com/mayankyadav23/accenture-north-america

Explore my experience in the Accenture North America Data Analytics and Visualization Job Simulation! 🌟 I analyzed datasets for a social media client, uncovering insights and creating visual presentations to drive strategic decisions. Join me in discovering the power of data analytics! 📊

accenture data-analytics data-visualization excel forage ppt

Last synced: 15 Feb 2026

https://github.com/nmelgar/marathons_data_viz

Data visualization project to analyze finishing times and other data.

csv csv-files data data-analysis data-insight data-visualization data-viz dataset tableau

Last synced: 15 Feb 2026

https://github.com/chandrashekhar-01/globalterrorism-analysis

A data mining and analytics project on the Global Terrorism Database (Kaggle) that explores worldwide terrorism trends through Python-based data visualization and statistical analysis.

data-analysis data-mining data-visualization exploratory-data-analysis

Last synced: 28 Feb 2026

https://github.com/gehad-ahmed30/sales-forecasting-in-power-bi

Power BI project for forecasting yearly sales using built-in tools, linear regression, and decomposition analysis.

business-intelligence data-science data-visualization decomposition forecasting linear-regression powerbi sales-analysis time-series

Last synced: 16 Feb 2026

https://github.com/prekshivyas/cis-595-big-data-analytics

Comprehensive real estate price prediction project, integrating socioeconomic indicators and property features.

data-analysis data-cleaning data-mining data-preprocessing data-science data-visualization data-wrangling exploratory-data-analysis web-scraping

Last synced: 16 Feb 2026

https://github.com/praveendinesha/pizza-sales-report

Explore pizza sales trends via SQL analysis and dynamic Power BI dashboards. Discover daily/monthly insights, category-based sales, and top-selling pizzas by revenue and quantity.

business-intelligence dashboard-navigation dashboard-reporting data-analysis-strategies data-visualization food-industry-insights power-bi-visualizations revenue-analytics sales-analytics sales-queries sales-trends-analysis sql-analytics top-selling-items visual-data-analysis

Last synced: 19 Mar 2026

https://github.com/arunesh-tiwari/sales-analysis

Tableau Data Analysis Project.

data-analysis data-visualization tableau

Last synced: 01 Mar 2026

https://github.com/izhaoqing/fide

可视化大屏低代码平台

data-visualization

Last synced: 20 Mar 2026

https://github.com/nagar2nd/airbnb-property-management-optimization

This project aims to analyze Airbnb’s dataset to optimize rental strategies, enhance customer satisfaction, and maximize revenue for property owners. Using Tableau, the insights generated will help improve decision-making for both Airbnb and its hosts.

data-analysis data-visualization tableau

Last synced: 01 Mar 2026

https://github.com/lgibson7/unemployment-in-stem

Final Project for STAT 650 Advanced R, Cal State East Bay Fall 2022

data-visualization exploratory-data-analysis statistics tidyverse

Last synced: 20 Mar 2026

https://github.com/cuadernin/dispositivos_analisis

Breve análisis de un conjunto de datos sobre dispositivos móviles

data-analysis data-science data-visualization descriptive-statistics jupyter-notebook python-3 seaborn

Last synced: 18 Apr 2026

https://github.com/virajbhutada/excel-reports

A curated showcase of interactive dashboards created using MS Excel, designed to transform raw data into clear, actionable insights. This collection demonstrates advanced Excel visualization techniques tailored for data-driven storytelling.

analytics business-intelligence dashboards data-cleaning data-science data-visualization ecommerce msexcel retail

Last synced: 01 Mar 2026

https://github.com/johannaschmidle/road-collisions-project

Analyzed road accident data in the UK from 2019 to 2022 to identify patterns and trends in road accidents, for Effective Road Management [Excel]

data-analysis data-visualization excel pivot-tables traffic-analysis

Last synced: 01 Mar 2026

https://github.com/5hraddha/sda-megaline-the-best-plan

Megaline is a telecom operator and it offers its clients two prepaid plans, Surf and Ultimate. The commercial department wants to know which of the plans brings in more revenue in order to adjust the advertising budget.

data-visualization hypothesis-testing matplotlib numpy pandas scipy seaborn statistical-data-analysis

Last synced: 16 Apr 2026

https://github.com/qc20/emojiadventure

EmojiAdventure: An interactive digital art experience that generates a dynamic, ever-changing landscape of emojis using Perlin noise algorithms. Explore a vibrant world where emojis come to life through mouse interaction and creative coding techniques.

algorithmic-art creative-coding data-visualization digital-art emoji font-art generative-art interaction-design interactive-art interactive-graphics interactive-visualizations javascript mouse-interaction p5js perlin-noise ux-design web-animation web-art web-art-is-great-art web-fonts

Last synced: 21 Mar 2026

https://github.com/chdl17/ipl_analysis_r

This GitHub repository contains R code for analyzing Indian Premier League (IPL) data. The repository also includes a detailed report explaining the results and insights gained from the analysis. It is a great resource for anyone interested in understanding the performance of teams and players in the IPL using data science tools.

analysis data-analysis-r data-visualization flexdashboard

Last synced: 02 Mar 2026

https://github.com/dianoaf29/little-lemon-database-capstone-project-meta-database-engineer

This capstone project completed as part of the Meta Database Engineer Specialization on Coursera (https://www.coursera.org/professional-certificates/meta-database-engineer)

capstone-project coursera-specialization data-modeling data-visualization database jupyter-notebook meta-database-engineering mysql mysql-database mysql-python-connector mysql-server python sql tableu

Last synced: 16 Apr 2026

https://github.com/lisabensoussan/sampling-data-wrangling-and-visualization

This project focuses on simulating rollup profit strategies and analyzing data on notable female scientists using R. It includes tasks like simulation, data scraping from Wikipedia, and generating various visualizations.

data-visualization data-wrangling probability simulation statistical-analysis

Last synced: 19 Mar 2026

https://github.com/controldata23/foresight-institution

This analysis is an EDA done on a certain Educational Institution Dataset

data-visualization exploratory-data-analysis spreadsheets sql tableau

Last synced: 02 Mar 2026

https://github.com/hanifheinrich/janji-jiwa-sales-dashboard

Dashboard Penjualan Janji Jiwa menggunakan Pentaho dan Power BI

data-visualization pentaho-data-integration powerbi

Last synced: 02 Mar 2026

https://github.com/madhuresh2011/sales-analysis-dashboard-using-power-bi

This project demonstrates the use of Power BI’s advanced analytics capabilities to transform raw data into actionable insights, helping organizations make data-driven decisions to optimize their sales strategies.

analysis dashboards data-insights data-visualization excel-data-import power-bi power-query presentation

Last synced: 02 Mar 2026

https://github.com/ashwin331133/liver_disease_detection

This dataset consists of 416 liver patient records and 167 non-liver patient records collected from North East of Andhra Pradesh, India. And The main objective of this project is to use classification algorithms to detect liver patients from healthy individuals.

data-visualization machine-learning numpy pandas python

Last synced: 16 Apr 2026

https://github.com/artdelpi/powerbi-pokemon-dashboard

Dashboard interativo de Pokémon usando Power BI e Python com dados extraídos da PokéAPI.

data-visualization pokemon pokemon-api powerbi

Last synced: 02 Jun 2026