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/pedroscaff/sensor-platform-data-analysis

Data analysis and visualization for data collected with Sensor Platform

data-visualization heremaps maps

Last synced: 07 Oct 2025

https://github.com/deliprofesor/ridge-regression-for-sales-prediction-model-evaluation-and-hyperparameter-tuning

This project builds and optimizes a model on a dataset using Ridge regression and polynomial features. Model accuracy is enhanced through regularization and polynomial transformations. Grid search and cross-validation are used to find the best parameters, and the model's performance is evaluated.

cross-validation data-science data-visualization grid-search machine-learning model-optimization mse overfitting-prevention polynomial-regression python r2-score regression-analysis regularization ridge-regression rmse scikit-learn

Last synced: 03 May 2026

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

Welcome to the Titanic Dataset - Exploratory Data Analysis (EDA) project repository! This project aims to uncover insights from the Titanic dataset using Python and Jupyter Notebook. By analyzing key variables such as age, gender, and class, we aim to visualize relationships between passenger characteristics and survival rates.

data-analysis data-visualization jupyter-notebook python titanic-dataset

Last synced: 18 Jan 2026

https://github.com/varun-khorgade/sentimentscope-e-commerce-review-analyzer

Analyzed customer reviews and purchase data to extract sentiment and behavioral insights. Built SQL-based ETL for data preparation and visualized results using Python and Power BI dashboards for actionable business decisions.

analytics customer-beheviour dashboard data data-visualization dataextraction natural-language-processing nlp pandas powerbi python sentiment-analysis sql textblob

Last synced: 17 Apr 2026

https://github.com/famarks/grafarg

Grafarg is an interactive data analytics and graphical data visualization application. Grafarg being a progressive fork of Grafana 7.5.17 continues to be available under open source Apache 2.0 License

analytics charts data data-analysis data-science data-visualization grafana grafarg graph

Last synced: 19 Jan 2026

https://github.com/jamesrweb/p5-projects

A collection of creative coding projects written with the p5.js library.

animations data-visualization experiments games graphics mathematics p5

Last synced: 11 Oct 2025

https://github.com/athul64/powerbi

Financial Reports Dashboard This repository showcases a Financial Reporting Dashboard that visualizes key financial metrics and performance insights. The dashboard contains Monthly and Annual reports, allowing users to switch between the two views to analyze data at different intervals.

data data-an data-visualization dax dax-expression powerbi

Last synced: 23 Feb 2026

https://github.com/tuni56/matplotlib_introduction

Want to bring trigonometry to life? With Matplotlib, you can easily plot the sine and cosine functions on the same graph, creating an intuitive visualization of their periodic nature.

data-science data-visualization matplotlib python trigonometry-visualisation

Last synced: 16 Oct 2025

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

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

dash data-visualization plotly

Last synced: 18 Oct 2025

https://github.com/gallillio/unsupervised_clustering_music_recommendation_system

Music Recommendation System using Unsupervised Machine Learning Clustering Methods using K-Means, Fuzzy C Mean DBSCAN, Gaussian Mixture Model, BIRCH and Agglomerative Clustering

affinity-propagation agglomerative-clustering birch-clustering data-analysis data-visualization dbscan-clustering fuzzy-cmeans-clustering gaussian-mixture-models k-means-clustering pca unsupervised-machine-learning

Last synced: 19 Oct 2025

https://github.com/yaph/euro-2012

Scripts to create visualizations for Euro 2012

d3js data-visualization football football-data network-graph relationship-graph

Last synced: 20 Oct 2025

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

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

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

Last synced: 23 Oct 2025

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

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

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

Last synced: 24 Oct 2025

https://github.com/mihaiconstantin/lavot

A `React` application that allows users to indicate how votes will be redistributed among candidates for the second round of Romanian presidential elections.

data data-visualization elections react sankey typescript

Last synced: 06 Feb 2026

https://github.com/serbng/lauexplore

Post processing tools for data produced by the lauetools package.

data-science data-visualization synchrotron-radiation x-ray-diffraction

Last synced: 24 Feb 2026

https://github.com/sdcastillo/pa-r-study-manual

An online study guide for the SOA's predictive analytics exam.

data-science data-visualization machine-learning predictive-modeling r-programming

Last synced: 24 Feb 2026

https://github.com/tushard48/california_housing_prediction

Aim to predict housing prices in various regions of California using a dataset that includes various factors influencing house prices.

data-visualization jupyter-notebook machine-learning pickle

Last synced: 16 Mar 2026

https://github.com/seanivore/design-site

High-Demand Digital Asset Showcase: A 'walled garden' approach that allows one to revamp portfolio sites to showcase the most in-demand web assets at that time

admin-dashboard data-visualization digital-assets e-commerce-website framer ios-app magazine-website web-app web-development webflow

Last synced: 06 Feb 2026

https://github.com/leomariga/pyn2

A python library for creating dynamic N² (N-squared) charts to visualize complex systems interactions for engineering and project management.

charts data-visualization modeling modeling-tools n-squared n-squared-diagrams n2 n2-charts openmdao project-management systems systems-engineering systems-interactions visualization

Last synced: 29 Jan 2026

https://github.com/ahammadmejbah/the-90-day-pytorch-mastery-roadmap

Embark on a 90-day journey to master PyTorch! From tensor basics to advanced deep learning, each day offers lessons, hands-on exercises, and curated resources. Gain practical skills to confidently build, train, and deploy models across diverse applications.

ai artificial-intelligence data-engineering data-science data-visualization deep-learning deep-learning-algorithms deep-neural-networks python python-3 pytorch pytorch-cnn pytorch-gan pytorch-implementation pytorch-nlp pytorch-tutorial

Last synced: 25 Feb 2026

https://github.com/kirkalyn13/portfolio-dashboard-site

Portfolio Site; Initially a Service Provider Metrics Dashboard using React.

dashboard data data-visualization react

Last synced: 15 Apr 2026

https://github.com/snehankekre/streamlit-vehicle-collisions-nyc

This application is a Streamlit dashboard to analyze motor vehicle collisions in NYC 🗽💥🚗

data-science data-visualization nyc-opendata python streamlit streamlit-dashboard

Last synced: 31 Jan 2026

https://github.com/thevinh-ha-1710/rstudio-statistics

This project deeply studies 2 datasets using applied statistics techniques.

applied-statistics data-analysis data-science data-visualization rmarkdown rstudio

Last synced: 31 Jan 2026

https://github.com/madeiradata/microsoft-data-analysts-club

Open-source Repository of Useful Scripts and Solutions for Microsoft Data Analysts

data-analysis data-visualization microsoft-data-analysis powerbi powerbi-report

Last synced: 19 Mar 2026

https://github.com/jmofuture/poblacion-mundial

Power BI - Análisis de la Población Mundial, Mortalidad Infantil y Esperanza de Vida

csv data-visualization dax excel powerbi powerquery

Last synced: 26 Feb 2026

https://github.com/ralstonraphael/ralston_ethan_datastory

Mapping Change: Advancing Housing Equity and Stability in Connecticut's Communities

census-data data-analysis data-visualization datawrapper google-sheets housing html json

Last synced: 09 Feb 2026

https://github.com/ixrock/mobx-react-table-grid

Easy to use react.js table-component powered by native CSS grid

css-grid data-visualization grid-layout mobx react-components reactjs table-grid tableview

Last synced: 09 Feb 2026

https://github.com/sandravizz/global-inequality-data

This repository includes the data wrangling about the Global Inequality dataviz project using vanilla js and the library arquero.js

arquero d3js data-visualization data-wrangling javascript world-inequality-database

Last synced: 10 Feb 2026

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

A collection of interactive Tableau dashboards showcasing data visualization and storytelling skills.

business-intelligence data-storytelling data-visualization interactive-visualizations tableau

Last synced: 27 Feb 2026

https://github.com/garcane/london-housing-price-dashboard

This Excel-based Housing Visual Dashboard provides a comprehensive view of average house prices across various boroughs in London from 1996 to 2013. The dashboard is designed to offer insights into housing market trends and price variations across different areas of London over time.

data data-analysis data-visualization excel visual

Last synced: 13 Feb 2026

https://github.com/thevinh-ha-1710/diabetes-predictive-model

This project aims to train a predictive model to diagnose diabetes on women patients.

data-analysis data-science data-visualization model-training-and-evaluation python

Last synced: 13 Feb 2026

https://github.com/garcane/insight-ventures-inc-analysis

This report provides a comprehensive analysis of Insight Ventures Inc.'s financial performance based on data from 2013 and 2014. It includes insights into sales performance, profitability, and market trends across North America and Europe.

data-visualization excel excel-dashboard excel-report financial-analysis

Last synced: 19 Mar 2026

https://github.com/nikhilash45/power-bi-vsualisation-of-joins

In This Power Bi Report User Can Visualis Join By Themselves , and it is easy to understand joins now.

business-analytics business-intelligence data data-analysis data-visualization joins powerbi sql visualization

Last synced: 19 Mar 2026

https://github.com/sohhamseal/help-me-with-my-data

A website to help users view, verify and modify data for preprocessing and apply various classical ML algorrithms

correlation-analysis data-transformation data-visualization descriptive-analysis exploratory-data-analysis k-means-clustering regression-analysis

Last synced: 19 Mar 2026

https://github.com/astrabert/drosmel-in-asia

Drosophila melanogaster IndSeq and PoolSeq genomics data in Asia and Europe

academic-project asia data-visualization drosophila-melanogaster genomics-data population-genomics

Last synced: 19 Mar 2026

https://github.com/yoursrijit/e-commerce-sales-dashboard-using_power_bi

"Unlock Your Sales Potential with Real-Time Insights: Power Up Your Strategy with Power BI Dashboard" I have created E-Commerce Sales Dashboard using Power BI. With this dashboard

data-visualization dataanalytics microsoft powerbi

Last synced: 19 Mar 2026

https://github.com/pit1000/mrcoldguy

✨ This project demonstrates the capabilities of IoT (Internet of Things) 🌐, combining microcontrollers 🕹️ with web applications 💻, for practical uses of both front-end and back-end 🗄 technologies.

bootstrap data-visualization esp8266 flask-backend html-css-javascript iot python3 sqlite-database wrekzeug

Last synced: 15 Feb 2026

https://github.com/rudeboybert/2016-09-math116

2016-09 Middlebury Intro to Statistical & Data Sciences

data-manipulation data-science data-visualization statistical statistics

Last synced: 16 Feb 2026

https://github.com/leosimoes/datascienceacademy-powerbi-3.0

Projetos do curso Microsoft Power BI Para Data Science Versão 3.0 da DataScienceAcademy. Dashboards para diversos casos de negócios.

business-intelligence dashboards data-analysis data-visualization microsoft-power-bi

Last synced: 19 Mar 2026

https://github.com/ari-s-123/f1-dataviz-fall-2024

A data visualization project meant to analyze and visualize the evolution of key performance metrics in Formula One from 1950 to 2023 using JavaScript, D3.js, and Vega-Lite on the Observable platform.

data-visualization dataviz f1 formula-1 formula-one formula1 motorsport-data observablehq sports-data vega-lite

Last synced: 19 Mar 2026

https://github.com/sunnybibyan/marketing_campaign_analysis_power_bi_dashboard

Campaign Performance Analysis This project analyzes the performance of Spring, Summer, and Fall marketing campaigns, revealing key insights and actionable recommendations.

data-analysis data-visualization dax marketing-campaign powerbi

Last synced: 19 Mar 2026

https://github.com/gino-freud-hobayan/excel_project_dataset_gino

Simple Excel Project on Data Cleaning and Dashboard Creation

dashboard data-cleaning data-visualization excel

Last synced: 19 Mar 2026

https://github.com/tambapps/fos-visualisation

a data visualization project of research papers Field of Subject (FOS) using OpenGL through LWJGL

data-visualization java lwjgl opengl

Last synced: 16 Apr 2026

https://github.com/sejmou/large-scale-data-scatterplot

A React scatterplot component for big datasets (10k + datapoints) powered by Three.js (WebGL) and d3

charts d3 data-visualization javascript react scatter-plot scatterplot typescript visualization web-gl webgl

Last synced: 17 Apr 2026

https://github.com/moeeinaali/micromaster-programmingfordataanalysis-winter2024-assignment04

Micromaster ProgrammingForDataAnalysis Course - Winter2024 - Assignment04

data-science data-visualization matplotlib pandas seaborn

Last synced: 17 Apr 2026

https://github.com/redayzarra/ml-skincancer-project

This project utilizes a convolutional network to identify 9 different kinds of skin cancers including melanoma, nevus, and more. The model is trained on over 2,200 pictures of various skin cancers based off of this dataset. This model implements fundamental computer vision and classification techniques and includes a step-by-step implementation.

computer-vision convolutional-neural-networks data-visualization deep-learning lenet lenet-5 lenet-architecture machine-learning machine-learning-algorithms neural-network

Last synced: 17 Apr 2026

https://github.com/kibotu/git-history-timeline

Visualize your complete GitHub contribution history across all repositories and branches. See every commit from every repo and every branch—not just the default branch. Self-contained HTML output perfect for portfolios and sharing.

analytics commit-history contribution-graph contributions data-visualization developer-tools embeddable git github github-api github-pages github-stats html nodejs open-source portfolio self-hosted static-site timeline visualization

Last synced: 03 Apr 2026

https://github.com/abdelhakim-gh/datamining_project_income_prediction

Predicting income level based on the individual’s personal information

data-mining data-preprocessing data-science data-visualization keras neural-network sklearn

Last synced: 17 Apr 2026

https://github.com/milos-agathon/netherlands_rail_density_map

Plot a choropleth map using OSM data and geospatial analysis

bigdata data-science data-visualization geospatial gis maps osm rails rstats

Last synced: 04 Apr 2026

https://github.com/moindalvs/assignment_multi_linear_regression_2

Consider only the below columns and prepare a prediction model for predicting Price. Corolla<-Corolla[c("Price","Age_08_04","KM","HP","cc","Doors","Gears","Quarterly_Tax","Weight")]

cooks-distance data-science data-structures data-visualization exploratory-data-analysis feature-engineering feature-selection influencers multi-collinearity-issue outlier-removal outliers-detection predictive-modeling

Last synced: 18 Apr 2026

https://github.com/newking9088/nasdaq100_hedge_fund_dashboard

LLMs empower hedge funds and investors to leverage NASDAQ-100 insights, making informed decisions with key financial metrics. An LLM-powered app allows uploading financial reports and images for analysis, offering instant insights and trend analysis in a dynamic market. 🚀📊

dashboard-application data-visualization langchain llm rag streamlit

Last synced: 19 Apr 2026

https://github.com/kristinbaumann/data-art-pi

Data Vis Coding - Data Art with Pi

d3 data-visualization pi random

Last synced: 20 Apr 2026

https://github.com/rakumar99/power-bi-projects

This repository contains various power bi projects and dashboards of Humaan Resources , Financial Analysis using Power BI Desktop.

dashboards data-analysis data-visualization databases datacleaning datamodeling etl powerbi powerquery reports

Last synced: 04 Jun 2026

https://github.com/frankelavsky/ligo-virgo-mass-plot

An interactive astrophysics project, exploring the masses of dead stellar objects (black holes and neutron stars). I used d3.js, a touch of jquery, flowtype, and advanced SVG techniques (in vanilla javascript) for this project.

astronomy astrophysics client-side css d3 d3js data-visualization exploratory-data-visualizations frontend frontend-app gravitational-waves html interactive interactive-visualizations javascript modular single-page-app svg svg-filters visualization

Last synced: 21 Apr 2026

https://github.com/flyingfathead/neurograph-framework

A versatile tool for visualizing entropy loss in TensorFlow-based neural network training, providing insightful scatter plots with annotations.

data-analysis data-analysis-python data-visualization entropy graph graphs neural-network neural-networks neural-networks-visualization nn python python3 tensorflow tensorflow2 training visualization visualization-tools

Last synced: 24 Apr 2026

https://github.com/flazefy2/ds-50k_songs_dataset_generated_by_ai

https://www.kaggle.com/datasets/refiaozturk/spotify-songs-dataset

csv data-science data-visualization jupyter-notebook python statistics

Last synced: 25 Apr 2026

https://github.com/camara94/text-from-image

Dans ce projet j'ai utilisé la librairie EasyOCR qui est un projet open source de deep learning, qui permet d'extraire facilement du text à partir des images.

algorithms data-visualization datanalysis deep-learning machine-learning python3 rnn-tensorflow

Last synced: 25 Apr 2026

https://github.com/ahmad-ali-rafique/pyviznotebook

PyVizNotebook is a collection of Matplotlib visualizations demonstrating a wide range of plot types and techniques for data visualization. Whether you're a beginner looking to learn or an experienced developer seeking inspiration, this repository offers a diverse set of examples to explore.

analytics colab-notebook data data-science data-visualization dataanalytics matplotlib-python plots seaborn-python visualization

Last synced: 06 Jun 2026

https://github.com/cdeweyx/game-of-thrones-s7e1-eda

Exploratory data analysis of scraped tweets related to Game of Thrones S7E1

data-analysis data-visualization python twitter-api

Last synced: 26 Apr 2026

https://github.com/kingabzpro/go-example-kdn

Example code for data analysis, data visualization, and machine learning, all written in Go.

data-science data-visualization golang machine-learning

Last synced: 27 Apr 2026

https://github.com/sarthak-0-sach/drivermasterdata_database_table

This code enables data integration from multiple sources and ensures a single source for all driver-related attributes. Designed for scalability and pipeline compatibility, this project supports clean data transformations, validations, and storage-ready outputs. Ideal for quick analytics, created using python & airflow, automated using cronjob.

apache-airflow-etl-pipeline data-analysis data-visualization database-management python

Last synced: 27 Apr 2026

https://github.com/aryathel/twittersentimentanalysis

WORK IN PROGRESS. This project will allow users to enter in a keyword or hashtag to search for on Twitter, as well as the number of Tweets to include in their search, and the program will return an analysis of the general sentiment of that topic.

data-science data-visualization flask python twitter-api twitter-sentiment-analysis

Last synced: 27 Apr 2026

https://github.com/lilivalgo/coal-production-colombia

Data analysis that includes information on annual coal production, royalties generated, and climate variables. Descriptive analysis and visual analysis techniques were used

analysis data-visualization dataframes insights manipulation matplotlib python seaborn transformation

Last synced: 27 Apr 2026

https://github.com/sathyasris27/time-series-and-spectral-analysis-

The aim of this project involves the analyses the data, removing trends and seasonal effects, identifying the underlying process, understanding the dominant frequencies, and using the residuals to make predictions.

data-analysis data-visualization forecasting r spectral-analysis time-series-analysis

Last synced: 07 Jun 2026

https://github.com/bhavik444/techistanbul_python_bootcamp

👨💻 Master Python programming through practical exercises in this 80-hour bootcamp, designed for beginners to advanced learners.

algorithms api-development automation coding-bootcamp data-analysis data-visualization django flask git machine-learning python software-engineering testing web-development web-scraping

Last synced: 28 Apr 2026

https://github.com/mulliru/estudo-data-visualization

Este repositório contém os códigos que desenvolvi e utilizei durante o curso de Visualização de Dados da Alura. Aqui, você encontrará diversos scripts e notebooks que abordam os principais conceitos e técnicas de Data Science, aplicados em diferentes contextos e projetos.

alura data-visualization

Last synced: 08 Jun 2026

https://github.com/vyjayanthipolapragada/early_sepsis_detection_ml

An end-to-end project leveraging clinical datasets (PhysioNet, MIMIC-IV, MIMIC-IV-ED) to develop and compare ML and LSTM-based models for early sepsis prediction.

data-analysis data-visualization deep-learning healthcare jupyter-notebook keras-tensorflow lstm-neural-networks machine-learning neural-network python

Last synced: 28 Apr 2026

https://github.com/sathyasris27/environmental-classification-based-on-gaming-patterns

The aim of this project is to create a more nuanced understanding of the interactions between socio-demographic characteristics, in-game behaviours, and global-scale environmental consciousness.

data-engineering data-mining data-science data-visualization python-3

Last synced: 28 Apr 2026

https://github.com/pxaris/expenditure-analyzer

Application for analyzing expenditure data over time

data-analysis data-visualization docker python statistics

Last synced: 29 Apr 2026

https://github.com/14richa/forecastflow

ForecastFlow is a web application built with Streamlit that visualizes solar and wind power forecasts from Elexon.

analysis data-visualization python streamlit

Last synced: 30 Apr 2026

https://github.com/mkk-1817/hr-attrition

This project, conducted during my internship at MeriSKILL, focuses on HR Attrition Prediction using advanced Machine Learning models. The initiative includes the development of a dynamic Dashboard and in-depth Analysis to offer actionable insights for proactive human resource strategies.

data-analysis data-science data-visualization jupyter-notebook machine-learning-algorithms powerbi python

Last synced: 03 May 2026

https://github.com/affec-ds/dashboard-ventas-vinilos

Dashboard interactivo de ventas para tienda de vinilos. Análisis visual, KPIs clave y filtros dinámicos para decisiones comerciales.

business-intelligence data-analysis data-visualization ipywidgets jupyter-notebook kpis matplotlib music-industry notebook-project python retail-analytics sales-analysis seaborn vinyl-records

Last synced: 30 Apr 2026

https://github.com/scarblase/salary-comparison

Submission for the DataCamp Salary Competition(1 level). 🏆

data data-analysis data-science data-visualization engineering python sql structured-data

Last synced: 01 May 2026

https://github.com/alejo1630/ibm_capstone_project

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

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

Last synced: 01 May 2026

https://github.com/com-480-data-visualization/project-2023-choo-choo-data-darlings

This repository contains the source code for our data visualization project, an interactive platform designed to explore the intricate Swiss transportation network. Developed by the Choo Choo Data Darlings team at EPFL, the project provides an in-depth view into the vast array of Swiss transportation operations, including trains, buses, and trams.

boats buses data-analysis data-science data-visualisation data-visualization epfl metro public-transport public-transportation switzerland trains trams

Last synced: 01 May 2026

https://github.com/bsperezb/python_sql_manage

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

data-science data-visualization postgresql python sql

Last synced: 02 May 2026

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

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

cartopy data-visualization folium map

Last synced: 09 Jun 2026

https://github.com/gerhynes/d3-data-dashboard

A D3 data dashboard showing CO2 emissions per country. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization jaavscript

Last synced: 02 May 2026

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

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

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

Last synced: 02 May 2026

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

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

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

Last synced: 05 May 2026