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/shivani8136/laundrease-startup-expansion-analysis

An analysis of regional performance and marketing efficiency to optimize growth strategies for LaundrEase.

clustering cross-database-joins custom-territories data-visualization tableau tableau-highlighter

Last synced: 28 Jan 2026

https://github.com/awesome-panel/panel-xml

An XML widget for interactively exploring XML in Python notebooks and Panel data apps.

data-app data-visualization holoviz-panel notebook python xml

Last synced: 28 Jan 2026

https://github.com/saisrivatsat/vizcraft-data-science-app

VizCraft is an intuitive web app for uploading, exploring, and visualizing CSV and Excel datasets. It offers powerful features like dataset summaries, column value counting, and groupby analysis with interactive visualizations. Designed for data enthusiasts, VizCraft simplifies data analysis and visualization for quick, actionable insights.

data-science data-visualization eda pandas plotly python streamlit

Last synced: 15 Apr 2026

https://github.com/bala-1409/loan-clustering-datascience-projects

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataeset of loan application which includes information about the Loan amount and Balance. The project then use the clustering algorithm to group the loan together based on the similarities.

clustering clustering-algorithm data-analysis data-science data-visualization kmeans-clustering machine-learning machine-learning-algorithms sql unsupervised-learning unsupervised-machine-learning

Last synced: 22 Mar 2025

https://github.com/aykutsahinn/covid19_cases-data_analysis

Covid_19 Vakalarının Veri Analizi ve Görselleştirilmesi

analysis data-visualization html jupyter-notebook python

Last synced: 29 Jan 2026

https://github.com/bala-1409/sales-forecasting-datascience-project

Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

data data-analysis data-science data-visualization datacleaning exploratory-data-analysis machine-learning-algorithms modelfitting prediction predictive-analytics predictive-modeling python3 regression-models salesforecast supervised-learning

Last synced: 26 Apr 2026

https://github.com/bala-1409/milk-production-time-series-forecasting-datascience-project

This project uses time series forecasting to predict future milk production. The data used in this project is monthly milk production data from January 1962 to December 1975. The ARIMA (autoregressive integrated moving average) model is used to forecast the milk production. The model is evaluated using various metric.

acf adf arima-model data-analysis data-science data-visualization datapreprocessing eda exploratory-data-analysis forecasting machine-learning-algorithms pacf python python3 sarimax-model seasonality seasonality-analysis time-series time-series-forecasting trends

Last synced: 27 Apr 2026

https://github.com/danferns/linear-regression-visualizer

Visualize Gradient Descent applied on Linear Regression

data-visualization geogebra linear-regression

Last synced: 29 Jan 2026

https://github.com/sweta-kaundilya/adventureworks-cycles-powerbi-project

This project was completed to simulate real-world tasks that data professionals encounter every day on the job.

dashboarddesign data-visualization datamodeling dataprep dax exploratory-data-analysis powerbi powerquery

Last synced: 08 Mar 2026

https://github.com/vbs360/sql_mysql_for_data_analytics_and_business_intelligence

This repository contains SQL exercises and projects based on the "SQL - MySQL for Data Analytics and Business Intelligence" course.

data-engineering data-management data-manipulation data-science data-visualization

Last synced: 29 Jan 2026

https://github.com/mfakhriazhar/seattle-airbnb-dashboard

Interactive dashboard built using Tableau to analyze Airbnb listings in Seattle. Includes visualizations of average price by bedroom count, zipcode-based pricing, and revenue trends over the year.

airbnb analysis dashboard data-visualization tableau tableau-dashboards tableau-public

Last synced: 29 Jan 2026

https://github.com/aigle-levant/week-1

Week 1 Task of Exhaustive analysis of Indian Agriculture using Power BI.

agriculture aicte-internship aicteinternship data-visualization edunet internship-task powerbi

Last synced: 29 Jan 2026

https://github.com/patricialjohnson/sql-database-analysis

In this analysis, I developed SQL queries for the Chinook Database, which contains information about a digital music store. The goal was to assist the Chinook team in better understanding their media inventory, customers, employees, and invoice data.

business-analytics chinook-database data-analytics data-visualization database sql sqlite

Last synced: 11 Apr 2026

https://github.com/sayamalt/fake-news-classification-using-fine-tuned-bert

Successfully developed a text classification model to predict whether a given news text is fake or not by fine-tuning a pretrained BERT transformed model imported from Hugging Face.

bert-embeddings bert-model data-analysis data-visualization deep-learning fine-tuning-bert model-evaluation model-training-and-evaluation text-classification text-preprocessing text-tokenization tokenizer-nlp wordcloud-visualization

Last synced: 05 Apr 2025

https://github.com/agarwalrachit399/excel-dashboards

Interactive and simple dashboards build in excel.

dashboard data-visualization excel

Last synced: 30 Jan 2026

https://github.com/davidalexandermoe/banking-and-monetary-policy-analyses

3 Real World Banking Data Analysis/Analytics group projects using python.

data-visualization python

Last synced: 18 Apr 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/wptk/yarniverse-explorer

The Yarniverse Explorer is a web application designed to help users visualize and manage their yarn collections. It reads data from a CSV file stored locally and presents it in a user-friendly interface. The app offers features such as multi-select filters, sorting, and search functionality across various data points.

crochet css data-visualization lovable-dev tracking typescript webapp yarn

Last synced: 15 Apr 2026

https://github.com/parnika798/psychic-palm-tree

Streamlit dashboard exploring correlations between ad spending and voter turnout in the 2024 Indian General Elections. Includes dynamic filters, intuitive charts, and election campaign impact exploration.

2024-indian-general-elections data-visualization election-data-analysis interactive-dashboard streamlit

Last synced: 14 Mar 2025

https://github.com/pradip-data/power-bi-cyber-crime-dashboard

This interactive Power BI dashboard provides a comprehensive analysis of cyber crime trends across India. It helps identify key patterns, high-risk areas, financial impacts, and the most common types of cyber attacks.

anomaly-detection crime-trends cyber-crime-overview data-visualization incident-reports real-time-monitoring

Last synced: 31 Jan 2026

https://github.com/tralahm/parliament-2017-dataset

Concise, Clean data sets of the 2017 Kenyan General Election results for the Members of the Senate and National Assembly Composition

csv-parsing data-analysis data-visualization datasets election-data ipynb-jupyter-notebook kaggle-dataset kenya-constituencies kenya-counties matplotlib python3 tralahtek

Last synced: 31 Jan 2026

https://github.com/amishidesai04/flipkart-mobile-sales-analysis

Flipkart Mobile Sales Analysis is a Tableau project that visualizes mobile sales data from Flipkart. It highlights trends in brand performance, pricing, ratings, and customer preferences. The interactive dashboard helps users explore key insights for data-driven decisions in e-commerce and retail.

dashboard data-analysis data-visualization storyboard tableau

Last synced: 31 Jan 2026

https://github.com/traore-07/fedex-sales-analysis

Analysis of the FedEx Sales Transaction

data-analysis data-visualization sales-analysis tabeau

Last synced: 31 Jan 2026

https://github.com/julianwachholz/umlaut-map

A map of Switzerland where towns have umlauts or accents in the name.

data-science data-visualization

Last synced: 31 Jan 2026

https://github.com/shafaq-aslam/pandas-lab

A comprehensive collection of Jupyter notebooks exploring Pandas, from Series and DataFrames to data cleaning, aggregation, merging, and visualization. A complete hands-on guide for mastering data manipulation and analysis with Python.

analytics data-analysis data-cleaning data-science data-visualization dataframe jupyter-notebook machine-learning pandas pandas-dataframe pandas-library pandas-series python python3 series

Last synced: 15 Apr 2026

https://github.com/ginanti-riski/streamlit_datapenyewaansepeda

Analisis Bike Sharing adalah proyek yang bertujuan untuk memahami pola penyewaan sepeda berdasarkan berbagai faktor seperti cuaca, musim, dan hari. Proyek ini menggunakan teknik analisis data untuk mendapatkan wawasan yang lebih dalam mengenai tren peminjaman sepeda.

data-analysis data-analysis-python data-science data-visualization python streamlit

Last synced: 15 Apr 2026

https://github.com/gastonstat/stat133

STAT 133: Concepts in Computing with Data

data-analysis data-science data-visualization r-programming syllabus

Last synced: 25 Feb 2026

https://github.com/nabilshadman/power-bi-essential-training

Exercise files for Power BI Essential Training (2024): datasets and dashboards for hands-on learning

dashboard data-analysis data-science data-visualization power-bi power-bi-dashboard

Last synced: 12 Feb 2026

https://github.com/tapas-gope/global-superstore-sales

This repository contains a Power BI dashboard designed to provide comprehensive insights into sales performance across various regions, segments, and products. The dashboard utilizes a variety of visualizations, including bar charts, line charts, maps, and tables, to effectively communicate key metrics and trends.

business-intelligence data-analysis data-modeling data-visualization financial-reporting powerbi sales-analysis

Last synced: 07 Feb 2026

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

This project showcases the use of Pandas for data visualization and analysis. It involves working with a movie dataset from TMDB (The Movie Database), and the goal is to analyze and present insights from the dataset through various visualizations.

data-visualization

Last synced: 01 Jun 2026

https://github.com/amotivv-inc/snowflake-memory-box

Snowflake Memory Box: AI analytics with persistent memory using Cortex, Claude AI and Memory Box

ai analytics data-visualization memory snowflake

Last synced: 01 Feb 2026

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/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/rohitdusane/healthcare-analytics

𝐏𝐨𝐰𝐞𝐫 𝐁𝐈 𝐃𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝 is designed to provide valuable insights into patient waiting times across outpatient and inpatient healthcare services. It offers a comprehensive analysis of key factors influencing wait lists, including Age Profile, Specialty, Time Bands, and Patient Case Types.

data-analysis data-visualization dax dax-query healthcare-analysis powerbi-report

Last synced: 01 Feb 2026

https://github.com/andersoncrs/arboles_de_decision_calidad_del_vino

Contiene un análisis detallado de la calidad del vino utilizando un modelo de clasificación basado en árboles de decisión. Incluye la exploración de datos, detección y manejo de valores atípicos, análisis Univariado y Bivariado, y la creación y evaluación de un modelo predictivo. El objetivo principal es predecir la calidad del vino.

data-analysis data-science data-visualization machine-learning matplotlib seaborn sklearn tree-decision

Last synced: 20 May 2026

https://github.com/shaolans/projet_algav_trie

Implementation of the Patricia Trie and the Hybrid Trie in Java

algorithms data-structures data-visualization graphviz-dot hybrid-training java patricia-tree tree trie

Last synced: 11 Jun 2026

https://github.com/udhaya2823/dataspark-illuminating-insights-for-global-electronics

✨DataSpark✨ is a powerful analytics project transforming raw retail data into actionable insights for Global Electronics. By leveraging Python, SQL, and interactive visualizations, it uncovers trends in customer behavior, sales performance, and product popularity, driving smarter business decisions and boosting growth.

data-science data-visualization database-management datacleaning exploratory-data-analysis matplotlib numpy pandas powerbi python seaborn sql version-control

Last synced: 11 Apr 2026

https://github.com/ianjure/martial-law-in-data

A data visualization of how martial law shaped the Philippine economy.

data-visualization

Last synced: 05 Jan 2026

https://github.com/albertofaraujo/pbi_dashboard_prouni

Analisar os dados referentes ao detalhamento quantitativo das bolsas PROUNI concedidas no ano de 2021.

data-visualization dax-studio power-query powerbi

Last synced: 03 Feb 2026

https://github.com/27ahmad/heart-disease-diagnostic-eda

This project conducts Exploratory Data Analysis on a dataset related to heart diagnostic disease, aiming to derive valuable insights from the analysis.

data-analysis data-visualization pandas python

Last synced: 06 May 2026

https://github.com/jeffbla/image-and-porosity-analysis-by-dash-plotly

This app uses Dash to explore core data. Compare images in the first row and interact with a line chart in the second row. Hovering reveals details, and clicking updates the images to match the selected data point.

dashboard data-visualization dicom-images interactive-visualizations plotly-dash xct

Last synced: 21 Jul 2025

https://github.com/badranalyst/student-tests-data-analysis-application

Python-based analysis of student test scores in math, reading, and writing, examining correlations with parental education, lunch type, and test preparation. Includes data cleaning, visualization, and statistical insights into factors influencing academic performance.

data-analysis data-visualization dataset matplotlib numpy pandas python sklearn

Last synced: 05 May 2026

https://github.com/jatin-s16/hr_mysql_powerbi

This repository contains raw HR data along with key business questions. I performed data cleaning using MySQL queries and wrote analytical queries to extract meaningful insights. The results were then visualised using Power BI to enhance business understanding.

data-analysis data-science data-visualization mysql powerbi

Last synced: 29 May 2026

https://github.com/csoren66/customer-personality-analysis

Predict how different customer segments will respond for a particular product or service.

data-analysis data-visualization python

Last synced: 03 Mar 2025

https://github.com/mcommer/emtools

A toolbox for geophysical EM-simulation data- and model-file processing, analysis, plotting, and other gimmicks

data-visualization electromagnetics geophysics plotting-scripts shell-scripts

Last synced: 30 Jun 2025

https://github.com/victorowinoke/custmer-segmentation-using-rfm-python-

Customer Segmentation using the Recency, Frequency and Monetary Values

customer-segmentation data data-visualization python3 science time-series-analysis

Last synced: 26 May 2026

https://github.com/amanyadav-07/customer-churn-prediction

Machine Learning project to predict customer churn using Logistic Regression, Random Forest, and XGBoost. Includes data preprocessing, feature engineering, SMOTE balancing, model training, evaluation, and business insights.

accuracy-metrics data-analysis data-visualization logistic-regression machine-learning matplotlib numpy pandas python3 random-forest-classifier seaborn sklearn xgboost-classifier

Last synced: 11 Apr 2026

https://github.com/raghavendranhp/phonepe-pulse-data-visualization-and-exploration

This code clones PhonePe data from GitHub. After processing the data, it is displayed in an appealing manner to gain insights from PhonePe's information. This can be used to increase productivity, profits, and focus specifically on business development.

data-visualization githubclone mysql mysqlconnector pandas plotly plotly-dash python sqlalchemy streamlit visualization

Last synced: 11 Apr 2026

https://github.com/vedantshi/coffee-sales-dashboard

This project analyzes coffee sales data using Excel, featuring data cleaning, trend analysis, and an interactive dashboard. Key insights highlight top-performing products, regional sales trends, and seasonal patterns. Recommendations focus on marketing strategies and inventory optimization. Future plans include Power BI integration for visuals.

business-insights data-analysis data-visualization excel-dashboard pivot-tables sales-trends

Last synced: 05 Jan 2026

https://github.com/akhdandann/itutilizationdashboard-powerbi

Interactive Power BI dashboard for monitoring IT utilization, application uptime, and infrastructure performance at PT PLN (2014-2018).

business-intelligence dashboard data-visualization power-bi reporting

Last synced: 26 Jan 2026

https://github.com/samjoesilvano/adventureworks_sales_performance_dashboard

Createed an interactive 4-page dashboard for AdventureWorks that visualizes key sales metrics—including revenue, profit, orders, and return rates—across 2020 to 2022. Featuring dynamic geographic analysis and detailed customer insights, this dashboard empowers data-driven decision-making and enhances business performance.

business-intelligence data-analysis-python data-analytics data-driven-decisions data-modeling data-visualization geographic-analysis interactive-dashboards kpi-metrics powerbi sales-performance-analysis

Last synced: 05 Jan 2026

https://github.com/tsopermon/comparison-ml-algorithms

This repository compares the performance of Adaline, Logistic Regression, and Perceptron models on binary classification tasks using linearly, non-linearly, and marginally separable datasets from the Iris dataset. It includes MATLAB implementations, 10-fold cross-validation, and visualizations of decision boundaries and MSE histories.

adaline binary-classification classification-accuracy cross-validation data-visualization decision-boundaries iris-dataset logistic-regression machine-learning matlab mse neural-networks perceptron

Last synced: 15 Mar 2025

https://github.com/dmarks84/ind_project_obesity-multi-class-classification--kaggle

Independent Project - Kaggle Competition -- I worked on the obesity classification data set as part of a Kaggle Competition of the same name, scoring (for accuracy) above 0.9

classification correlation-analysis cross-validation data-modeling data-visualization dataframes eda gridsearchcv matplotlib multiclass-classification numpy pandas python seaborn sklearn statistics supervised-ml

Last synced: 11 Apr 2026

https://github.com/jleung51/visualizations

Javascript & D3.js visualizations of data.

d3js data-visualization javascript

Last synced: 27 Mar 2025

https://github.com/upes-open/open-cryptocurrency-analysis

A web app to visualise and predict the cryptocurrency’s impact by using Web scraping, data exploration, EDA and Data Visualization.

analysis cryptocurrency data-analysis data-science data-visualization jupyter-notebook streamlite visualization

Last synced: 15 Apr 2025

https://github.com/felinjob/ibm-applied-data-science-capstone

Este projeto, parte da especialização IBM Data Science Professional Certificate, prevê o sucesso do pouso do Falcon 9 da SpaceX. Usando dados da API da SpaceX e Web Scraping, o projeto inclui análise de dados e Machine Learning para gerar insights sobre os lançamentos.

data-analysis data-science data-visualization ibm jupyter-notebook machine-learning numpy pandas python scikit-learn seaborn sql

Last synced: 11 Apr 2026

https://github.com/abhay-sinha-0/carpricepredictionproject

A machine learning project that predicts the selling price of a car based on its features such as year, mileage, fuel type, transmission, and more. This model can assist individuals and dealerships in estimating fair market prices for used cars.

artificial-intelligence data-analysis data-science data-visualization exploratory-data-analysis machine-learning-algorithms matplotlib-pyplot mysql-database numpy-library pandas-library python skit-learn sklearn-library

Last synced: 15 May 2025

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

A/B Testing Project for Udacity's Data Analyst Nanodegree Program. Using Python in Jupyter Notebook.

abtesting data-science data-visualization matplotlib pandas python webpage

Last synced: 11 Apr 2026

https://github.com/yaser-123/energy-consumption-dashboard

A Power BI dashboard to analyze energy consumption for water, gas, and electricity across cities and buildings. Features include interactive charts, drill-down insights, and dynamic filters for easy monitoring and optimization.

dashboard data-analysis data-analytics data-visualization energy-consumption energy-efficiency powerbi

Last synced: 05 Jan 2026

https://github.com/samanhur/data_visualization_pcc

First experiences in data visualization with python

data-analysis data-science data-visualization python3

Last synced: 23 Mar 2025

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

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

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

Last synced: 11 Apr 2026

https://github.com/bala-1409/power-bi-visualization-project

This repository contains Visualization Projects which is visualized through Power BI Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and by the insights we can reduce the damages by accidents & calamities.

dashboard data-analysis data-science data-visualization exploratory-data-analysis microsoft-excel microsoft-power-bi microsoft-powerpoint power-bi powerbi powerbi-reports powerbi-visuals visualization

Last synced: 04 Jan 2026

https://github.com/cr2007/d3js-us-electric-vehicle-dashboard

D3.js Interactive Visualization Dashboard - US Electric Vehicle Population

d3-js dashboard data-visualization electric-vehicles interactive-visualizations tesla

Last synced: 15 Mar 2025

https://github.com/vidyadnina/cyclistic-sql-tableau-project

Trip data analysis for a bike-sharing service company using SQL and Tableau.

bigquery dashboard data-analysis data-analytics-sql data-cleaning data-visualization sql

Last synced: 02 Jan 2026

https://github.com/danhnnguyen0606/bitcoin-navigator

Bitcoin Navigator: A data-driven dashboard designed to analyze Bitcoin trends, empowering investors to refine their strategies and identify optimal investment opportunities.

bitcoin btc crypto cryptocurrency data-analysis data-analytics data-science data-visualization investment looker looker-studio

Last synced: 15 Mar 2025

https://github.com/franloza/contratosdemadrid

This project is an interactive web application for exploring and analyzing public contracts in the Community of Madrid. It allows users to search for companies and view their contract details, aiming to promote transparency and facilitate access to public information.

data-visualization duckdb evidence open-data

Last synced: 23 Jun 2026

https://github.com/hanzopgp/lolanalysis

League Of Legends game data engineering, analysis, visualization and machine learning. Business intelligence project.

data-analysis data-cleaning data-engineering data-visualization dataiku deep-learning etl machine-learning scraping university

Last synced: 27 May 2026

https://github.com/naomiwolfe/golden-isles-dashboard2

Interactive tourism analytics dashboard for Georgia's Golden Isles

analytics chartjs dashboard data-visualization georgia golden-isles tailwindcss tourism

Last synced: 05 Oct 2025

https://github.com/syarwinaaa09/hypothesis-testing-with-mens-and-womens-soccer-matches

a data-driven exploration of international men's and women's football (soccer) match results using Python

data-analysis data-visualization football jupyter-notebook men-vs-women pandas python soccer sports-analytics visualization

Last synced: 05 May 2026

https://github.com/aphp/jupyter-eds-notebooks

jupyter-eds-notebooks provides Docker images with preconfigured Jupyter environments for clinical and health data analysis, tailored for AP‑HP Datalabs and the HELIX platform.

data-analysis data-science data-visualization healthcare lab

Last synced: 13 Jan 2026

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

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

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

Last synced: 02 May 2026

https://github.com/navp7/roadaccident_powerbi

An interactive Power BI dashboard designed to analyze road accident data

dashboards data-analysis data-visualization powerbi

Last synced: 19 Mar 2026

https://github.com/usk2003/vnrvjiet-lab-work

This repository contains my lab work for the B.Tech CSE-AIML program (2022-2026) under the R22 regulation at VNR Vignana Jyothi Institute of Engineering and Technology. It includes various subjects like Machine Learning, OS, Data Structures, C Programming, and more, showcasing my practical learning and implementations.

c-programming compiler-design computer-networks data-engineering data-structures data-visualization dbms engineering-drawing java machine-learning operating-system python software-engineering

Last synced: 11 Apr 2026