https://github.com/maayanlab/l1000fwd

Large-scale visualization of drug-induced transcriptomic signatures

data-visualization drug-discovery threejs

Last synced: 21 Nov 2024

https://github.com/artix41/traveler

Traveler Salesman with genetic algorithm

c-plus-plus data-visualization genetic-algorithm travelling-salesman

Last synced: 17 Jan 2025

https://github.com/kitnato/reia

Renewable Energy Impact Analytics

data-analytics data-visualization renewable-energy

Last synced: 09 Feb 2025

https://github.com/mmarcon/pretty-data

Intuitive way of creating d3 visualization headlessly.

charts d3 d3js data-visualization data-viz headless

Last synced: 03 Feb 2025

https://github.com/0mppula/bookstackr

A comprehensive book tracking application allowing the users to track their read books by year, category and format. Book data can be viewed both in table and chart format.

books chartjs data-science data-visualization firebase firebase-auth form-validation react-router-dom react-select react-table-v7 reactjs redux-thunk redux-toolkit tracker-application typescript

Last synced: 11 Nov 2024

https://github.com/ehtisham-sadiq/final-year-project-material-

This repository contains all the material and data related to final year project.

data-analysis data-science data-visualization deep-learning implementation-of-algorithms machine-learning machine-learning-algorithms natural-language-processing python3

Last synced: 22 Jan 2025

https://github.com/holgerbrandl/data_science_with_kotlin

Sources and slides of my KotlinConf2018 presentation about data-science with kotlin

data-science data-visualization java kotlin

Last synced: 21 Jan 2025

https://github.com/m-dadej/wc19sd

wrapper functions to extract data from World COVID19 survey data API

coronavirus covid-19 data-mining data-science data-visualization

Last synced: 10 Jan 2025

https://github.com/jananiarunachalam/Data-Science-Portfolio

Data Science Projects Repository

analytics api data-cleaning data-science data-visualization databases deep-learning excel machine-learning numpy pandas plotly predictive-modeling python3 r r-programming sql

Last synced: 27 Nov 2024

https://github.com/butzee/wildfire_visualization_and_hci

This project was developed as part of the "Visualization and HCI" lecture, which required creating an interactive visualization application beyond static illustrations and simple graphs. Visualization of 2.3 million wildfires in U.S. from Spatial wildfire occurrence data for the United States, 1992-2020.

data-visualization deckgl interaction maptalks

Last synced: 22 Jan 2025

https://github.com/mierune/svelte-maplibre-gl

[draft] Svelte wrapper for MapLibre GL JS (supports Svlete 5+ only)

data-visualization map maplibre runes svelte svelte-components visualization

Last synced: 23 Nov 2024

https://github.com/savinrazvan/attention

Visualize BERT's attention mechanism with a user-friendly script. Input text with a masked token, predict the masked word, and generate attention diagrams to understand BERT's focus. Ideal for AI enthusiasts and NLP researchers.

ai attention-mechanism bert cs50 data-visualization harvard-cs50 masked-language-model natural-language-processing nlp python transformer

Last synced: 10 Jan 2025

https://github.com/thenorthkun/twitter-gender-text-analysis

This Project contains a vivid analysis of texts, words (using NLP) typed by Male & Female users active on Twitter. 🐦👨📝

analysis data-visualization natural-language-processing scikit-learn

Last synced: 28 Jan 2025

https://github.com/jared-fowler/prettyglm

prettyglm provides a set of functions which can easily create beautiful coefficient summaries which can readily be shared and explained.

classification classification-model data-science data-visualization glm linear-models r r-package regression regression-analysis regression-model regression-models rstats rstats-package statistical-models

Last synced: 09 Jan 2025

https://github.com/ayemunhossain/python-data-visualization

This is a repository for data visualization learners. Here i use matplotlib wish is a quite famous library of python.

data-visualization datavisualization matplotlib matplotlib-animation matplotlib-figures matplotlib-tutorial python python3

Last synced: 29 Jan 2025

https://github.com/huseyincenik/data_science

Data Science materials

data data-science data-structures data-visualization dataanalysis dataengineering datapreparation dataprocessing datascience dataset time-series time-series-analysis timeline timeseries timeseries-analysis timeseriesforecasting

Last synced: 01 Dec 2024

https://github.com/steponask/sorting_algorithms_sfml

🔍📊 Sorting Algorithm Visualization made using SFML and C++

data-visualization gui sfml sfml-cpp sfml-sorting-algorithm sorting-algorithm-visualizations

Last synced: 25 Nov 2024

https://github.com/jessepinho/trumpymctweetface.com

Trump's face gets more orange when his tweets are louder. That's about it.

data-visualization trump twitter

Last synced: 12 Feb 2025

https://github.com/gher-uliege/seadatacloud

Tools and interfaces to work with DIVA interpolation software tool.

data-analysis data-visualization interpolation nco netcdf ocean-sciences oceanography

Last synced: 05 Feb 2025

https://github.com/eliasdabbas/migration_dashboard

Net Migration by Country - 2017. Interactive Visualization

data-visualization migration plotly plotly-dash population python visualization

Last synced: 12 Feb 2025

https://github.com/shawseanyang/health-vulnerability-mapper

1st Place – Amazon's AWS Data Exchange Challenge Hackathon

amazon amazon-web-services aws covid-19 covid-19-data data-visualization socioeconomic

Last synced: 04 Dec 2024

https://github.com/ewen-lbh/parcoursup-dataviz

Récupère et génère des graphiques de vos vœux en liste d'attente automatiquement

data-visualization parcoursup

Last synced: 11 Dec 2024

https://github.com/do-me/instagreens-bonn

Scripts and files for https://geo.rocks/instagreens/

cultural-ecosystem-services data-science data-visualization instagram javascript openstreetmap python socialmedia socialmediaanalytics

Last synced: 16 Jan 2025

https://github.com/laomu1988/demo-vue-tree

vue树形图展示

data-visualization vue

Last synced: 04 Dec 2024

https://github.com/shrutika252/breast-cancer-detection

data-visualization logistic-regression regression-models

Last synced: 08 Feb 2025

https://github.com/pyladiesams/vizualisation-sep2019

Use Matplotlib and Seaborn to explore data.

data-visualization matplotlib pandas python seaborn workshop

Last synced: 09 Nov 2024

https://github.com/apiko-dev/dataforce

Analytics for Salesforce with Meteor.js

data-analysis data-visualization javascript meteorjs nodejs salesforce visualization

Last synced: 16 Jan 2025

https://github.com/prabhupavitra/data-visualization-with-r

Data Visualization with R and Python

animated-gif bar-chart data-visualization data-visualizations financial-data-analysis financial-data-science ggplot2 heatmap visualization visualizing-distributions

Last synced: 26 Jan 2025

https://github.com/virajbhutada/power-bi-resources

Comprehensive Power BI resources covering interview questions, group training materials, project portfolio ideas, and a cheat sheet for quick reference. Elevate your Power BI skills with curated content designed to enhance your proficiency and boost project success.

data-analysis data-modeling data-visualization dax-expression interview-preparation portfolio-projects powerbi quick-reference visualization-techniques

Last synced: 10 Jan 2025

https://github.com/thecoderpinar/earthquake-explorer

🌍🔍 Explore and analyze earthquake data worldwide using this interactive data science project. Visualize earthquake occurrences, patterns, and geographical distribution. Dive deep into seismic data, perform exploratory data analysis, and gain insights into earthquake trends.

data-analysis data-science data-visualization earthquake-analysis exploratory-data-analysis geospatial-analysis interactive-maps jupyter-notebook machine-learning python seismic-data

Last synced: 16 Dec 2024

https://github.com/bovem/datawiz

End-to-End data science pipeline application based on Django and Dash.

dash dashboard data-science data-visualization django machine-learning prototype python python-project

Last synced: 11 Jan 2025

https://github.com/uxxhans/rainbow-cats-interactive-data-visualizer

An interactive data visualizer with dot plot comparison. Made with Unity and URP.

data-visualization unity3d unitypackage urp

Last synced: 28 Jan 2025

https://github.com/dmytrovoytko/data-engineering-amazon-reviews

Data Engineering project for ZoomCamp`24: JSONL -> PostgreSQL/BigQuery + Metabase + Mage.AI

bash-script bigquery codespaces data-analysis data-visualization etl metabase pipeline python-script

Last synced: 14 Nov 2024

https://github.com/amine-akrout/elk-docker-kafka_streaming

Big Data Analytics using elasticsearch, logstash, kibana and kafka

big-data data-visualization docker elasticsearch kafka kafka-manager kibana logstash streaming zookeeper

Last synced: 29 Jan 2025

https://github.com/rdch106/browser-stats

Web browser usage statistics

data-adquisition data-visualization spider

Last synced: 19 Jan 2025

https://github.com/ymorsi7/ayatica

Exploring patterns, miracles, and linguistic features in Islamic sacred texts through data visualization

d3 d3js data data-visualization hadith hadiths islam islamic quran visualization

Last synced: 23 Jan 2025

https://github.com/manju1807/advanced-weather-app-nextjs

Weatherly is a comprehensive weather application that provides real-time updates, forecasts, and detailed weather metrics. It's built with modern web technologies to provide a seamless and engaging user experience.

advanced-weather-app data-visualization interactive-maps nextjs-14 openweather-api react reactjs real-time-weather redux-toolkit server-side-rendering tailwindcss typescript weather-app weather-app-react weather-application weather-dashboard weather-forecast weather-monitoring

Last synced: 31 Dec 2024

https://github.com/koolreport/instant

Create KoolReport's report or widget instantly everywhere without setting up a full report

data-visualization koolreport reporting-engine reporting-tool

Last synced: 14 Nov 2024

https://github.com/storopoli/r_scripts

Couple of handy R Scripts that I use in a daily basis for Scientific Research

data-analysis data-science data-visualization r scientific

Last synced: 20 Nov 2024

https://github.com/juanchiparra/recreating-with-d3

A weekly personal challenge with D3.js.

d3 data-visualization

Last synced: 11 Dec 2024

https://github.com/mathworks/precipitation-variability-analysis-matlab

Access, process and visualize global climate (precipitation) data from the WCRP CMIP6 database

climate data-visualization jupyter-notebook matlab open-data open-science rainfall-data statistical-tests

Last synced: 06 Feb 2025

https://github.com/unidata/awips2-ncep

awips data-visualization forecasting gempak hdf5 meteorology ncep postgresql python

Last synced: 13 Nov 2024

https://github.com/prakharjadaun/ml-learn-with-me

Learn Machine learning and its different algorithms with me. In this repo, I upload well explained ml algorithms and topics related to statistics.

backpropagation data-visualization keras-neural-networks learn-with-me machine-learning numpy seaborn

Last synced: 18 Jan 2025

https://github.com/qc20/polygonplayground

An interactive 3D physics playground where polygons come to life, blending design and technology in a captivating simulation.

3d-graphics cannonjs creative-coding data-visualization educational-tool frontend-development generative-art geometry interactive-design javascript physics-simulation threejs user-experience-design web-animation webgl

Last synced: 31 Dec 2024

https://github.com/mariona-ft/data-mining-mida

MINERIA DE DADES Curs 2023-24 EPSEVG

data-mining data-science data-visualization datascience epsevg ipython-notebook prediccion-de-datos prediction prediction-model predictive-modeling universitat-politecnica-catalunya university-project upc

Last synced: 13 Nov 2024

https://github.com/18alantom/the_genius_batch

In Mumbai University, we are all geniuses!

data-visualization seaborn

Last synced: 31 Dec 2024

https://github.com/gaurav-van/data_science__machine_learning-projects

Compilation of Data Science and Machine Learning Projects Completed During My Bachelor's Degree

classification data data-science data-science-projects data-visualization deep-learning deep-learning-models deep-learning-projects deep-neural-networks inceptionv3 machine-learning machine-learning-projects python regression streamlit

Last synced: 08 Dec 2024

https://github.com/doragd/data-mining-projects

Report and source code for Data Mining projects

data-mining data-visualization machine-learning

Last synced: 09 Feb 2025

https://github.com/neelshah18/neelshah18.github.io

Neel Shah's Website

article blog data-analysis data-science data-visualization deep-learning machine-learning personal-website

Last synced: 28 Jan 2025

https://github.com/asifdotexe/sentimentscoringmodel

This project focuses on performing sentiment analysis on Amazon reviews using natural language processing (NLP) techniques. It includes various steps, from data exploration and preprocessing to building and evaluating sentiment models.

data-analysis data-visualization natural-language-processing sentiment-analysis

Last synced: 15 Nov 2024

https://github.com/nizarassad/black-friday-analysis

This study investigates the traditions around collective consumptions on Black Friday.

artificial-intelligence black-friday black-friday-dataset consumer-experience data-processing data-science data-visualization ipynb-jupyter-notebook machine-learning python

Last synced: 13 Feb 2025

https://github.com/jcm-ai/standard-bank-data-science-virtual-experience-programme

This repository has all of the assignments I had to do for the Standard Bank Data Science Virtual Experience Program. 📉👨‍💻📊📈

automl business-analysis business-solutions client-communication data-analysis data-mining data-science data-visualization machine-learning machine-learning-algorithms matplotlib-pyplot model-evaluation model-interpretation power-point presentation-slides programming-language python3 seaborn sql statical-analysis

Last synced: 09 Jan 2025

https://github.com/vidhi1290/robust-yield-prediction-

"Predicting a Greener Future 🌾📊 Delve into the world of agriculture and data science with our Yield Prediction project. We harness machine learning and weather data to forecast crop yields accurately. Join us in cultivating smarter farming practices for a sustainable tomorrow."

artificial-intelligence data-analysis data-cleaning-and-preprocessing data-science data-visualization dataexploration devops docker machine-learning machine-learning-algorithms matplotlib matplotlib-pyplot pandas python scikit-learn scikitlearn-machine-learning streamlit yield-prediction-for-food-processing

Last synced: 02 Feb 2025

https://github.com/prajwalchapke055/accenture-data-analytics-and-visualization-forage

NAVIGATING NUMBERS - Apply your data analytics & visualization skills to advise a social media client on their content creation strategy as a Data Analyst at Accenture

accenture communication data-analysis data-modeling data-understanding data-visualization forage internship internship-task job-simulation presentation project-planning public-speaking storytelling strategy teamwork virtual-internship

Last synced: 22 Jan 2025

https://github.com/yasminezaatour/heart-disease-predictions

Heart attack predictions using Python

data-analysis data-modeling data-visualization machine-learning

Last synced: 19 Feb 2025

https://github.com/ivordir/stardewvalleystonks

A Stardew Valley crop ranker and visualizer. Features an optimizer for maximum stonks.

data-visualization optimizer stardew-valley webapp

Last synced: 14 Feb 2025

https://github.com/bohnacker/treemap.js

A javascript library for calculating a treemap

data-visualization graph recursion treemap

Last synced: 07 Dec 2024

https://github.com/schmytzi/simpleplottable

A simple table to include in ggplot

alignment data-visualization ggplot2 table

Last synced: 16 Jan 2025

https://github.com/flowforfrank/d3-treemap

🌲 Treemap created with D3.js

d3 d3js data data-visualization javascript svg treemap tutorial webtips

Last synced: 07 Dec 2024

https://github.com/martinkalema/malaria-in-africa

This project is aimed at understanding, mitigating, and controlling the impact of malaria in Africa.

data-mining data-preprocessing data-visualization

Last synced: 11 Jan 2025

https://github.com/cyan33/front-end-data-visualization

:eyes: Web Data Visualization for the graduate thesis in 2017.

cheerio data-visualization echarts expressjs frontend javascript

Last synced: 31 Dec 2024

https://github.com/aryehky/arduino

🚀 C++ Machine Learning Project: Digit Recognition with Support Vector Machine (SVM) 🖥️ This project is a robust implementation of digit recognition using Support Vector Machine (SVM) in C++. The SVM algorithm, a powerful supervised learning technique, is employed to classify handwritten digits from the famous MNIST dataset.

cpp data-visualization machine-learning preprocessing

Last synced: 08 Dec 2024

https://github.com/mrankitgupta/mrankitgupta

Myself Ankit Gupta, This contains a short & interesting introduction about me.

ai ankit ankit-gupta ankitgupta artificial-intelligence awesome-readme data-analysis data-science data-visualisation data-visualization github github-profile github-profile-readme machine-learning mrankitgupta profile python readme readme-profile social

Last synced: 17 Nov 2024

https://github.com/quantumudit/zomato-restaurants-analysis

This project focuses on analyzing and visualizing restaurants listed in Zomato across Bengaluru city of India using Python and Power BI

data-analytics data-transformation data-visualization etl geospatial-analysis jupyter-notebook power-bi python

Last synced: 26 Dec 2024

https://github.com/alan2207/data-visualization

Data Visualization with D3 and React

d3 data-visualization react

Last synced: 25 Jan 2025

https://github.com/stefanbohacek/data-visualization-gutenberg-block

data-visualization dataviz gutenberg wordpress

Last synced: 25 Jan 2025

https://github.com/emmanuel10701/matplotlib

Matplotlib

data-analysis data-science data-visualization matplotlib python

Last synced: 31 Jan 2025

https://github.com/bastianolea/casen_comparador_ingresos

Aplicación web para generar gráficos que comparan distribuciones de ingreso de las comunas de Chile mediante gráficos de densidad

casen chile data-science data-visualization ingresos

Last synced: 07 Feb 2025

https://github.com/super-lou/aeag_toolbox

🛠️ R toolbox to provide a simple way of interacting with all the code necessary to carry out hydrological stationnarity analysis for the Agence de l'Eau Adour-Garonne (AEAG)

climate climate-change climate-data data-analysis data-visualization environment hydrology inrae low-water mann-kendall mann-kendall-tests r stationarity-test statistics

Last synced: 15 Feb 2025

https://github.com/jorgeatgu/la-casa-caida

🆘 Si se nos cae la casa se vuelve a levantar

aragon d3js data-mining data-visualization despoblacion huesca sobrepuerto spain teruel

Last synced: 08 Feb 2025

https://github.com/lan-ce-lot/weibo-opinion-analysis

针对微博平台的微博文本数据进行舆情分析项目，内容有微博爬虫、LDA主题分析和情感分析

data-visualization lda-model nlp python scrapy sentiment-analysis text-classification weibo

Last synced: 14 Feb 2025

https://github.com/armanx200/crypto_price_predictor

🚀 Crypto Price Predictor: Machine learning models to forecast future cryptocurrency prices! 📉💹

arman-kianian bitcoin crypto-analysis cryptocurrency data-science data-visualization deep-learning ethereum finance forecasting machine-learning python trading

Last synced: 24 Jan 2025

https://github.com/afondiel/self-driving-cars-perception-and-deep-learning-free-course-freecodecamp

Notes and key takeaways of the Self-Driving Cars Perception applied Deep Learning Free Course from freeCodeCamp.org

2d-object-detection 3d-data-visualization 3d-object-detection bird-eye-view camera camera-calibration compter-vision data-visualization freecodecamp kitti-dataset lidar object-tracking perception robotics self-driving-car-engineer self-driving-cars vision-transformer vit yolo

Last synced: 16 Feb 2025

https://github.com/thecoderpinar/credit-card-fraud-detection-project

This project focuses on the detection of credit card fraud using various data science and machine learning techniques. The dataset includes a record of credit card transactions over a specific period, with the goal of accurately identifying fraudulent activities. 🚀✨

anamoly-detection classification-algorithms credit-card-transactions data-analysis data-preprocessing data-science data-visualization fraud-detection machine-learning python

Last synced: 09 Feb 2025

https://github.com/bcko/ud-da-tableau-titanic

Udacity Data Analyst Nanodegree Project : Create a Tableau Story - Titanic Data

data-visualization tableau titanic-dataset udacity udacity-data-analyst-nanodegree

Last synced: 25 Jan 2025

https://github.com/gangula-karthik/kaki-app

A web app uniting everyone for big wins and a greener Singapore! 🚀🌳

community-project data-visualization flask-application nlp singapore social-media-app sustainability web-application

Last synced: 14 Feb 2025

https://github.com/ahmedshahriar/eda_basketball

basketball basketball-stats data data-science data-visualization pandas python python3 streamlit

Last synced: 17 Jan 2025

https://github.com/nmfs-opensci/nmfs-repos-visual-explorer

visual explorer of the NMFS GitHub Ecosystem

data-visualization

Last synced: 15 Feb 2025

https://github.com/simonneutert/wine_quality_data

data-mining data-science data-visualization jupyter jupyter-notebooks pandas plotting python python-3-6 python3 wine wine-quality

Last synced: 19 Jan 2025

https://github.com/okuvshynov/hcl

Horizon chart tool for terminal.

cli-app data-visualization monitoring rust

Last synced: 14 Feb 2025

https://github.com/ndleah/school-donation

💰 Top school donors analysis

cufflinks data-analysis data-science data-visualization dataset exploratory-analysis python python-library python3

Last synced: 12 Jan 2025

https://github.com/yaph/gh-commit-locations

Scripts used for analyzing GitHub commit locations to create a map visualization

big-query data-challenge data-cleaning data-mining data-processing data-visualization github information-retrieval user-location world-map

Last synced: 03 Jan 2025

https://github.com/yaph/world-aid-transparency

World aid transparency data scripts for creating a visualization with D3

competition-project data-cleaning data-processing data-retrieval data-visualization worldbank

Last synced: 03 Jan 2025

https://github.com/mine-cetinkaya-rundel/2021-ggplot2-vis-sig

PSI VIS SiG webinar (19 May 2021) on the grammar of graphics and ggplot2

data-visualization ggplot2 rstats

Last synced: 14 Feb 2025

https://github.com/nialled69/sugarcane-production-project

Exploratory Data Analysis (Univariate and Bivariate analysis) on World-wide Sugarcane Production dataset.

csv data-visualization dataanalysis-projects eda jupyter-notebook matplotlib-pyplot pandas-dataframe python3 seaborn

Last synced: 12 Jan 2025

https://github.com/favstats/got_ratings

Game of Thrones Ratings

data-visualization data-viz game-of-thrones

Last synced: 07 Feb 2025

https://github.com/dnth/mafat-fastdup-blogpost

Data insights from the MAFAT Satellite Vision challenge.

clustering computer-vision data data-visualization dataset duplicate-detection mafat-radar-challenge validation vision

Last synced: 01 Feb 2025

https://github.com/alexcombessie/communitweet

Web App to find communities around a topic on Twitter

data-visualization nlp social-media twitter webapp

Last synced: 16 Feb 2025

https://github.com/davidzajac1/zoil

Generates random Oil and Gas Data

data-visualization energy python

Last synced: 03 Jan 2025

https://github.com/cjyetman/network.r2d3

d3 data-visualization interactive-visualizations r r-package r2d3

Last synced: 16 Feb 2025

https://github.com/onlyphantom/lebaran

Kickstart Data Science workshops: Lebaran theme

data-visualization datascience lattice r wordcloud

Last synced: 13 Dec 2024

https://github.com/rohanpunjani/colors

UI Dashboard frontend using react

colors dashboard data-visualization

Last synced: 09 Feb 2025

https://github.com/repnot/streamviz

Custom Plotly visualization for Streamlit

data-visualization gauge-chart plotly python python-module streamlit

Last synced: 14 Oct 2024

https://github.com/hendersontrent/theftdlc

Analyse and interpret time-series features calculated from the theft R package

data-science data-visualization machine-learning r statistics time-series

Last synced: 27 Oct 2024

https://github.com/alhankeser/citibike-analysis

Extracting and Transforming Citi Bike Data for Analysis

citibike data-analysis data-science data-visualization etl sql

Last synced: 17 Oct 2024

https://github.com/bradleyboehmke/uc-bana-7025

Additional resources for the UC BANA 7025 Data Wrangling course

data-science data-visualization data-wrangling r

Last synced: 14 Oct 2024

https://github.com/aydinnyunus/dictionary

Dictionary

data data-analysis data-science data-structures data-visualization database dataset dictionaries dictionary dictionary-learning python python-2 python-3 python-3-6 python-library python-script python2 python27 python3 python36

Last synced: 20 Jan 2025

https://github.com/arv-anshul/campusx-real-estate

Real Estate project from CampusX-DSMP course.

campusx campusx-dsmp data-science data-visualization machine-learning mongodb pandas project python3 recommender-system streamlit web-app

Last synced: 17 Feb 2025

https://github.com/wekeo/eo-data-vis-good-practice-guide

Repository containing the read-the-docs source code for the good practice guide, developed as part of the Copernicus Earth Observation Data Visualisation Workshop series, held between 16 May to 20 June, 2023.

copernicus data-visualization earth-observation eumetsat remote-sensing

Last synced: 17 Feb 2025

https://github.com/prabhupavitra/data-visualization-with-python

This repository houses data visualization with Python.

barplot data-analysis data-visualization datavisualization dotplot grouped-bar-chart heatmap matplotlib matplotlib-pyplot pandas python3 seaborn stacked-bar-chart

Last synced: 26 Jan 2025