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/dianaow/star-wars-viz

A simple implementation of a scatter plot built with React + D3 (Typescript)

d3js d3v4 data-visualization reactjs star-wars star-wars-api typescript

Last synced: 21 Apr 2026

https://github.com/hecatops/insightbench

Insight Bench is a web-based CSV analysis tool built with Streamlit, designed for quick, effortless exploration of your CSV files. Simply upload your file and get instant insights without needing any setup or coding.

data-visualization exploratory-data-analysis python shadcn-ui streamlit

Last synced: 24 Apr 2026

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

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

data-analysis data-visualization jupyter-notebook loans python udacity-data-analyst-nanodegree

Last synced: 24 Apr 2026

https://github.com/leosimoes/uerj-tcc-analisador-dados

Trabalho de conclusão de curso (TCC) em Engenharia de Computação. Aplicativo Web para preparação e análise de dados, criação de gráficos e modelos de regressão linear e logistica.

computer-engineer data-analysis data-science data-visualization linear-logistic linear-regression python streamlit

Last synced: 24 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/webmobiledev/d3-visuals

There are some data visualizations like treechart, bubblechart, mbostock, mapchart using d3.js.

bootstrap d3js data-visualization highcharts mbostock-d3

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/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/dsrodrigovieira/houserocketsales

Este repositório contém um projeto desenvolvido para praticar habilidades de análise de dados utilizando Python

data-analysis data-visualization heroku kaggle-dataset python

Last synced: 29 Apr 2026

https://github.com/fengxiaoxiao-001/data_preprocessing

提供处理缺失值,处理异常值,处理特征工程以及多种数据绘图功能;适合大型数据,以及配备处理超多不同数据类型分布的方法

data-science data-visualization processing

Last synced: 29 Apr 2026

https://github.com/dschep/executive-orders-notebook

A Jupyter Notebook to play with how many Executive Orders Presidents have signed

data-visualization jupyter jupyter-notebook trump

Last synced: 08 Jun 2026

https://github.com/ismailtekin05/caloriedetectingai

🍎🔍 Smart AI system that identifies food items in photos and calculates their calorie content automatically. Built with TensorFlow, YOLOv8, CUDA and computer vision for accurate nutrition tracking.

ai aimodel calorie-calculator computer-vision cuda data-analysis data-science data-segmentation data-visualization dataset dataset-generation image-processing image-recognition python segmentation-models tensorflow ultralytics yaml yolo yolov8

Last synced: 29 Apr 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/anarya22/heart-disease-classification

Predicting heart disease using machine learning. This notebook looks into various python base ML and DS libraries in an attempt to build a machine learning model capable of predicting whether or not someone has heart disease based on their medical attributes.

data-cleaning data-visualization machine-learning matplotlib numpy pandas scikit-learn

Last synced: 01 May 2026

https://github.com/riddhis2226/titanic-survival-data-analysis

Titanic-Survival-Data-Analysis : Analyze passenger data from the Titanic to predict survival based on features like age, gender, class, and fare.

data-analysis data-mining data-science data-visualization database jupyter-notebook machine-learning-models machinelearning-python plotlyjs python3

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/athari22/house_sales_in_king_count_usa

The idea of the project is to do a Data analysis in a Real Estate Investment Trust. The Trust would like to start investing in Residential real estate.

analysis data data-science data-visualization ibm ibm-watson linearregression machine-learning matplotlib numpy pandas sklearn-library

Last synced: 01 May 2026

https://github.com/md-emon-hasan/2-simple-bioinformatics-dna-ml-app

A simple bioinformatics application for DNA sequence analysis using machine learning techniques, implemented in Python.

bioinformatics data-science data-visualization deployment dna-sequences dna-sequencing supervised-machine-learning

Last synced: 09 Jun 2026

https://github.com/code-taweezy/thermos-ai

An AI-powered thermal optimization and anomaly detection system for energy-efficient data centers. Note: this is a MVP

ai case-study data-visualization lovable-ai machine-learning matpplotlib mvp numpy pandas project python sckiit-learn seaborn solution tensorflow

Last synced: 02 May 2026

https://github.com/baggiponte/ta-statistics-for-big-data-2022

🎓 Introduction to Python and Machine Learning [UniMi • AY 2021/2022]

clustering data-science data-visualization machine-learning python scikit-learn

Last synced: 03 May 2026

https://github.com/vara-co/python-api-challenge

Weather and Perfect Vacationing Spots Worldwide, by using APIs

api apis data-analysis data-visualization hvplot jupyter-notebook matplotlib pandas vacation weather

Last synced: 05 May 2026

https://github.com/flazefy2/ds-customer_shopping

https://www.kaggle.com/datasets/bhadramohit/customer-shopping-latest-trends-dataset

data-science data-visualization jupiter-notebook numpy python sales shopping squarify statistics

Last synced: 05 May 2026

https://github.com/msohaill/wrappedify

Full stack implementation of Wrappedify

data-visualization express music socket-io spotify sveltekit

Last synced: 05 May 2026

https://github.com/namratha2301/best-selling-books

Comprehensive examination of best-selling books, focusing on understanding sales patterns, genre distributions, and the impact of various features on book performance.This project aims to predict book sales and classify genres, providing valuable insights for authors, publishers, and readers.

data-analysis data-visualization matplotlib pandas sckiit-learn seaborn

Last synced: 06 May 2026

https://github.com/mrankitgupta/titanic-survival-prediction-93-xgboost

Titanic Survival Prediction Project (93% Accuracy)🛳️ In this notebook, The goal is to correctly predict if someone survived the Titanic shipwreck using different Machine Learning Model & Hyperparameter tunning.

classification data-analysis data-science data-visualization gradient-boosting kaggle-competition linear-regression logistic-regression machine-learning machine-learning-algorithms ml ml-models nlp prediction predictive-modeling random-forest titanic titanic-kaggle titanic-survival-prediction xgboost

Last synced: 06 May 2026

https://github.com/scarblase/portfolioprojects

A collection of data analysis and business intelligence projects using SQL, Python, and visualization tools to uncover insights from real-world datasets. 🚀📊

csv data-analysis data-engineering data-mining data-science data-visualization matplotlib matplotlib-pyplot pandas python python3 seaborn sql

Last synced: 06 May 2026

https://github.com/himanchalchandra/science-canvas

Repo containing projects I did during a four months bootcamp on Data Science and Machine Learning organized by Science Canvas India.

data-mining data-science data-visualization machine-learning-algorithms mysql nlp-machine-learning

Last synced: 06 May 2026

https://github.com/vietdoo/real-estate-marketplace

a webapp that can visualize homes for sale on a cluster map. Data is continuously fetched from MongoDB, build filtering functions and APIs to find homes.

api bigdata data-visualization flask maps mongodb reactjs webscraping

Last synced: 07 May 2026

https://github.com/amirhosseinhonardoust/ai-personal-study-tracker

An AI-driven productivity tracking app built with Python, Streamlit, SQLite, and Machine Learning. It logs and analyzes study sessions, predicts productivity using Random Forest models, and visualizes key insights to help learners improve focus, habits, and overall academic efficiency.

ai data-analytics data-visualization education learning-analytics machine-learning productivity python random-forest self-improvement sqlite streamlit student-success study-tracker time-management

Last synced: 07 May 2026

https://github.com/sivas-2/coffee-sales-visualization

This repository contains data visualization scripts and notebooks analyzing coffee sales data from a vending machine, sourced from Kaggle. The visualizations explore sales trends, customer preferences, and product popularity over time.

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

Last synced: 07 May 2026

https://github.com/rembertdesigns/smart-vinyl-catalog

AI-powered vinyl cataloging and music discovery platform leveraging BigQuery’s generative AI. Processes mixed-format data to deliver personalized recommendations, collection analytics, and intelligent search. Created for the Kaggle BigQuery AI Challenge to showcase real-world, scalable AI solutions for music lovers.

ai bigquery data-science data-visualization generative-ai hackathon kaggle kaggle-competition machine-learning music-analytics music-recommendation-algorithm python recommender-system vinyl

Last synced: 07 May 2026

https://github.com/backdoorali/insider-threat-detection-project

Personal data analysis project combining insider threat detection, cybersecurity, and exploratory data analytics. Built for portfolio showcase and practical skills demonstration.

cybersecurity data-analysis data-analysis-excel data-analysis-project data-analyst data-analytics data-visualization eda excel insider-threat jupyter-lab jupyter-notebook matplotlib numbers pandas portfolio-project python python3 threat-detection threat-intelligence

Last synced: 07 May 2026

https://github.com/1ayanabil1/iris-visualization

This repository focuses on visualizing the Iris dataset using various data visualization techniques. It includes histograms, scatter plots, box plots, pie charts, bubble charts, and KDE plots to provide insights into the dataset’s structure. The project utilizes Matplotlib, Seaborn, Plotly, and Scikit-learn to generate insightful visualizations.

analytics clustering data-analysis data-science data-visualization datavisualization-project datavisualizations eda exploratory-data-analysis machine-learning machinelearning-python python

Last synced: 07 May 2026

https://github.com/shridhar1504/loan-clustering-datascience-project

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataset 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-algorithm data-analysis data-science data-visualization datanalysis eda kmeans-clustering machine-learning python sql sql-server unsupervised-learning

Last synced: 08 May 2026

https://github.com/md-emon-hasan/4-eda-football-ml-app

A ML application focused on exploratory data analysis and football analytics, featuring data visualization and insights using Python and relevant libraries.

data-science-projects data-visualization eda exploratory-data-analysis football-analytics sports-analytics webapp

Last synced: 08 May 2026

https://github.com/flazefy/customanalytic

created using next js, mysql, laravel api

apexcharts api data-visualization nextjs vercel

Last synced: 09 May 2026

https://github.com/najibninaba/jobs-sg

Interactive visualization of AI exposure across 562 Singapore occupations, adapted from karpathy/jobs using MOM wage data and SSOC classifications.

ai data-visualization dataviz jobs labour-market labour-market-statistics llm occupational-data singapore treemap

Last synced: 10 Jun 2026

https://github.com/darshan1924/stock-price-pridiction

Stock Price Predictor App: A machine learning-powered application built with Streamlit to analyze historical stock data, visualize trends (e.g., moving averages), and predict future stock prices using an LSTM model. It fetches real-time data via Yahoo Finance and provides interactive visualizations for informed decision-making.

data-visualization jupyter-notebook kera lstm-neural-networks machine-learning python3 stock-price-prediction streamlit yahoo-finance-api

Last synced: 09 May 2026

https://github.com/talha-1010/imdb-data-analysis

A data analysis project made with python using pandas

data-analysis data-visualization jupyter-notebook pandas pandas-dataframe

Last synced: 09 May 2026

https://github.com/kalelmartinho/7daysofcode

Esse projeto tem como objetivo experienciar o dia a dia de um cientista de dados. É um desafio com duração de uma semana, proposto pela Alura.

7daysofcode alura data-cleaning data-science data-visualization forecasting machine-learning

Last synced: 10 May 2026

https://github.com/vikhram-s/indian-budget-2025-dashboard

Interactive dashboard visualizing the Indian Government's Annual Budget 2025 using Next.js, Chart.js, and responsive design. Built with a focus on performance, accessibility, and clean UI/UX for data-driven insights.

budget data-visualization india nextjs open-data tailwindcss webdevelopment

Last synced: 10 May 2026

https://github.com/ali-el-badry/machine-learning-algorithm

It is a Repo that contain different type of Machine Learning Algorithm like Regression ,classification and clustering that will be added soon

ai data-science data-visualization decision-tree feature-selection knn linear-regression logestic-regression machine-learning modelling random-forest svc svm titanic-kaggle xgboost xgboost-classifier

Last synced: 12 Jun 2026

https://github.com/sunnybibyan/random_data_generation

A project that generates a dataset using various statistical distributions (Normal, Uniform, Exponential, Random Integers, and Binomial) and performs data analysis. Includes visualizations and an option to export the data as a CSV file.

data-analysis data-visualization python random-data-generation statistics streamlit-webapp

Last synced: 13 Jun 2026

https://github.com/vjo/d3-punchcard

D3 Punchcard chart 📊●•●

chart d3js data-visualization library punchcard visualization

Last synced: 13 Jun 2026

https://github.com/soufianboukir/ecom-analytics-platform

End-to-end data science project on an Amazon sales dataset, including data preprocessing, analysis, modeling, and a Streamlit dashboard for insights and decision-making.

data-analysis data-science data-visualization data-visualization-dashboard forecasting-models timeseries

Last synced: 14 Jun 2026

https://github.com/akshadk7/exploratory-data-analysis

Implementing EDA and Machine Learning Algorithms on Kaggle Car Dataset

data-visualization exploratory-data-analysis machine-learning-algorithms predictive-modeling

Last synced: 17 Jun 2026

https://github.com/oneblack333/pizza_sales_analysis

The project involves transforming raw pizza sales data into actionable business intelligence through analysis and visualization. This enables pizza business owners to make data-driven decisions on inventory, staffing, and marketing, ultimately improving performance and profitability.

data data-structures data-visualization excel mysql powerbi

Last synced: 20 Jun 2026

https://github.com/rogernet/desafio-profissional-produto-data-driven

Ajudar a formar Analistas de Produto, PMs e Gestores de Negócio capazes de tomar decisões estratégicas baseadas em dados.

data-analysis data-science data-visualization product

Last synced: 23 Jun 2026

https://github.com/nitsc/spell-from-threebodytrilogy

Implemented the process of extrapolating from Gaia stellar data, to 3D visualizations, to three-views, to three-view signals, to three-view audio of signals, and even their inversions. This project proves the feasibility of the Logic (Luoji)'s “spell” from “The Three Body Problem” trilogy.

3d 3d-graphics astronomy astronomy-astrophysics audio audio-processing data data-science data-visualization gaia graph information-technology information-visualization numpy python python-3 python3 signal signal-processing visiualization

Last synced: 02 May 2026

https://github.com/flazefy/customanalytic2

CustomAnalytic2 (WW2) is a Web app about dataset, story, and forum about World War 2. Present the data using chart and text summary. Discuss with many people to get a new information, and also you can participate as content creator. Created using NextJS

apexcharts api atomic-design bootstrap data-visualization forum nextjs rest-api worldwar2

Last synced: 01 May 2026

https://github.com/datamart/platform-management

📁 Platform management dashboard

charts dashboard data-visualization visualization

Last synced: 20 Mar 2025

https://github.com/hetuvpatel/ml-diabetes-risk-progression-stage

Machine learning project analyzing diabetes risk progression using K-Means and Hierarchical clustering techniques on the Pima Indian Diabetes dataset. 🧠📊

cluster-analysis data-visualization heirarchical-clustering kmap kmeans machine-learning matplotlib sckit-learn seaborn

Last synced: 23 Sep 2025

https://github.com/srujayreddy/data-website-project

This project is a Data Website built using Python and Flask to showcase and share datasets with dynamic visualizations.

data-visualization flask-framework interactive-web-design matplotlib pandas-dataframe python-web-application restful-api

Last synced: 06 Apr 2025

https://github.com/arction/javascript-charts-performance-comparison-surface

Public comparison of JavaScript chart libraries performance in visualizing different surface charts.,

chart dashboard data-visualization graph javascript lcjs lightningchart monitoring performance real-time rendering series surface webgl

Last synced: 12 Mar 2025

https://github.com/umbaji/yodi

This is the official repository for Yodi, the speech recognition model for 8 words, in Ewè. The yodi package is also useful for rapid inference inference on speech data, especially on the mini_speech datasets.

data data-visualization keras python3 speech-recognition tensorflow

Last synced: 12 Jan 2026

https://github.com/msthamizh/airbnb_analysis

Developing a Streamlit application enabling users to explore and analyze Airbnb listing data. This application allows users to interactively visualize geospatial distributions of listings, analyze pricing trends, and explore availability patterns across different locations. Integrates MongoDB Atlas for data storage and PowerBi for advanced insights

data-analysis data-cleaning data-visualization json mongodb pandas-dataframe plotly powerbi python streamlit

Last synced: 11 Apr 2026

https://github.com/marc-kruiss/world-natural-disaster-notebook

Jupyter Notebook for representing the data of world-natural-disaster events

data-science data-visualization jupyter jupyter-notebook natural-disasters notebook python

Last synced: 15 May 2026

https://github.com/minaravi/first-practice-data-cleaning-visualization

Basic Practise of Data-cleaning & Data-visualization

data-analytics data-cleaning data-visualization git

Last synced: 16 May 2026

https://github.com/anweshgangula/covid19-india

Covid-19 India Dashboard - data from https://www.covid19india.org/

covid-19 d3js data-visualization python

Last synced: 22 Jun 2026

https://github.com/vatshayan/hospital-discharge-analysis

Analysis of Hospitalization Discharge Rates in Lake County, Illinois of various attributes like Anxiety, Alcohol, mood, Diabetes, Asthma, etc

data-analysis data-visualization jupyter-notebook machine machine-learning machine-learning-algorithms scikit-learn

Last synced: 04 Mar 2025

https://github.com/nllemain/snowfall-audio-visualizer

The Snowfall Audio Visualizer is an interactive web application that visualizes audio input using a beautiful snowfall animation. As sound is detected, colorful waves react to the audio spectrum.

audio-visualization audio-visualizer data-visualization p5 p5-audio-visualizer p5js responsive-design sound-processing

Last synced: 03 Nov 2025

https://github.com/sn2606/breast-cancer-wisconsin-diagnostic

Data Visualization of the Breast Cancer Wisconsin diagnostic dataset

breast-cancer-wisconsin data-visualization matplotlib plotting python-3 seaborn-plots

Last synced: 21 Mar 2025

https://github.com/priyanshubiswas-tech/ev-data-analysis-dashboard

An interactive dashboard analyzing EV trends, including total vehicles, BEV vs. PHEV breakdown, model popularity, state-wise distribution, and CAFV eligibility. Visualizes key insights for data-driven decisions in the EV industry. 📊

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

Last synced: 17 Feb 2026

https://github.com/pedestriandynamics/dl4pude

The framework automatically detects pushing behavior from videos of crowded event entrances.

artificial-intelegence convolutional-neural-networks crowd-behavior-analysis data-visualization deep-learning deep-optical-flow machine-learning

Last synced: 15 Sep 2025

https://github.com/saksham-jain177/automated-data-analysis-and-visualization

About Automated Data Analysis and Visualization is a Streamlit web application designed for quick and insightful data analysis. Users can easily upload CSV files, perform automated preprocessing, and generate interactive visualizations such as histograms, scatter plots, and heatmaps.

automated-reporting data-analysis data-preprocessing data-science data-visualization datasets exploratory-data-analysis interactive-visualizations machine-learning python streamlit

Last synced: 15 May 2026

https://github.com/sbeleidy/data-visualization-slides

An intro & overview of Data Visualizations

data-visualization matplotlib

Last synced: 02 Nov 2025

https://github.com/vikhram-s/electoral-bond-data-analysis-using-python

Electoral Bond Data Analysis Using Python : This repository contains a comprehensive analysis of electoral bonds in India using Python. The project aims to understand the distribution, trends, and impact of electoral bonds on political funding. It includes data cleaning, exploratory data analysis, visualization, and reporting.

data-visualization dataanalysisusingpython electoralbonds exploratory-data-analysis

Last synced: 15 May 2025

https://github.com/aegis301/nyc_high_school_project

Data cleaning project using NYC high school data

data-analytics data-cleaning data-science data-visualization pandas

Last synced: 14 May 2026

https://github.com/oliverheilig/voronoi-territories

A visualization for the assignment of points to territories using voronoi cells.

d3 data-visualization maplibre visualization

Last synced: 06 Apr 2025

https://github.com/abdurahman-hassan/kaggle-notebooks

"kaggle-notebooks" repo contains Jupyter notebooks using real-world Kaggle datasets. Topics: data cleaning, feature engineering, model training, evaluation. Intended for both beginners & advanced. Includes detailed explanations & comments. Open source, contributions welcome.

analysis data-science data-visualization kaggle kaggle-dataset notebook-jupyter python3

Last synced: 06 May 2026

https://github.com/mmaithani/singapore-residents-data-eda

The data contains Population by ethnicity, age and gender for the country of Singapore from the year 1957 to 2018

data data-visualization ethnicity kaggle-dataset python singapore singapore-residents-data

Last synced: 16 Apr 2026

https://github.com/shahin-ro/table-detection

Python tool for table extraction & Persian OCR. Uses OpenCV for table detection, Tesseract for text extraction, & Pandas for data output. Visualizes cells & text. Ideal for Persian documents! 📄✨

colab computer-vision data-extraction data-visualization document-processing image-analysis image-processing machine-learning matplotlib numpy ocr opencv pandas persian-ocr persian-text python table-detection table-extraction tesseract text-recognition

Last synced: 08 Apr 2026

https://github.com/t-mohamed-shafeek/data-analysis-on-tamil-nadu-road-accidents

The "Data Analysis on Tamil Nadu Road Accidents" is a project deals with analysis of data on Road Accidents encountered by Tamil Nadu ( one of the states of India ) in the year of 2020 and 2021. But the dataset is most recently created (created on February 15, 2023 with source form TN Police).

dashboard data-analysis data-science data-visualization jupyter-notebook tableau

Last synced: 03 Aug 2025

https://github.com/cabbage89/datart-docker

datart docker compose 一键启动

data-visualization datart docker-compose java visualization

Last synced: 16 May 2026

https://github.com/LonnyGomes/sankey-diagram-poc

D3 sankey diagram data visualization mapping people to projects

d3 data-visualization sankey sankey-diagram

Last synced: 03 Apr 2025

https://github.com/trinity-bytes/safemap-web

SafeMap: landing + demo de mapa interactivo para seguridad ciudadana en Lima. Reportes anónimos, heatmap y rutas seguras con OpenStreetMap y React.

astro civic-tech crime-map data-visualization geospatial heatmap landing-page leaflet lima openstreetmap peru public-safety react react-leaflet routing seguridad tailwindcss typescript web-mapping

Last synced: 08 Apr 2026