Statistics
Statistics is a mathematical discipline concerned with developing and studying mathematical methods for collecting, analyzing, interpreting, and presenting large quantities of numerical data. Statistics is a highly interdisciplinary field of study with applications in fields such as physics, chemistry, life sciences, political science, and economics.
- GitHub: https://github.com/topics/statistics
- Wikipedia: https://en.wikipedia.org/wiki/Statistics
- Related Topics: data-science, machine-learning, deep-learning, neural-network,
- Last updated: 2026-06-25 00:26:05 UTC
- JSON Representation
https://github.com/flazefy/kumande-ds
Kumande is consume management apps. So you can list and analyze your consume food or drink. Make a budget to set limit of spending. Analyze your health and sync it with your daily consume. Also you can create reminder to remind your daily food schedule or many more. Created using Python Jupiter Notebook
barchart chart csv data-science food jupiter-notebook matplotlib pie-chart python statistics
Last synced: 01 May 2026
https://github.com/grjan7/jstats
A library of statistical functions in JavaScript
correlation forecasting functions javascript library nodejs npm npm-package statistics stats
Last synced: 01 May 2026
https://github.com/pockerman/probability_and_statistics_notes
Computational probability and statistics notes
machine-learning mathematics optimization probability python statistics
Last synced: 01 May 2026
https://github.com/italoseara/cet083
Medidas de Posição (ou separatrizes) - CET083
data-science matplotlib numpy pandas portuguese python statistics university
Last synced: 03 May 2026
https://github.com/andrewbakercloudscale/cloudscale-site-analytics
WordPress analytics that work behind Cloudflare. JavaScript beacon counts every view including CDN cached pages. IP throttle protection, Jetpack migration, dashboard widgets, sidebar widgets. Completely free.
analytics cdn cloudflare jetpack page-views statistics wordpress wordpress-plugin
Last synced: 24 Jun 2026
https://github.com/ardier16/statistics-labs
Probability and statistics course's labs
csharp dotnet labs probability-distribution probability-theory regression-analysis statistics windows-forms
Last synced: 03 May 2026
https://github.com/jose-jaen/facialrecognizer
Facial Recognition system with AI and Statistical Learning models
cnn computer-vision data-science deep-learning faces facial-recognition lda pca polars python pytorch statistics uc3m
Last synced: 04 May 2026
https://github.com/vedmaka/mediawiki-extension-metrica
Javascript-based statistics for Mediawiki
js mediawiki mediawiki-extension metrics php statistics
Last synced: 04 May 2026
https://github.com/flazefy2/ds-global_cybersecurity_threats
https://www.kaggle.com/datasets/atharvasoundankar/global-cybersecurity-threats-2015-2024
data-science data-visualization numpy python squarify statistics
Last synced: 05 May 2026
https://github.com/mjul/tensorflow-probability-lab
Tensorflow Probability experiments
python python3 statistics tensorflow
Last synced: 05 May 2026
https://github.com/rohitedathil/whatsapp_analytics
A jupyter notebook for doing analysis on exported whatsapp chats
analytics matplotlib pandas python statistics whatsapp
Last synced: 05 May 2026
https://github.com/valatwork/statistics
Putting together study material from various sources, from linear algebra to machine learning
calculus learning linear-algebra machine-learning probability python pytorch statistics tensorflow
Last synced: 06 May 2026
https://github.com/steviecurran/z-value
Python code for calculating Z-value from the p-value
numerical-methods p-value significance-testing statistics teaching-materials
Last synced: 06 May 2026
https://github.com/bessarodrigo/linear-regression-salaries
Análise dos fatores que influenciam os salários dos colaboradores de uma empresa, utilizando técnicas de regressão linear múltipla.
matplotlib pandas python regression regression-models seaborn statistics statsmodels
Last synced: 07 May 2026
https://github.com/rhazra-003/plotting_practice
Plotting using matplotlib and numpy
jupyter-notebook matplotlib numpy plotting-in-python python statistics
Last synced: 07 May 2026
https://github.com/emilhein/optifunc
NPM module to make optimizations and tests on your functions
helper-functions nodejs npm performance statistics testing
Last synced: 08 May 2026
https://github.com/subh888999/stackoverflow-tag-predtiction
A machine learning-powered Streamlit app that predicts relevant Stack Overflow tags based on question content, using NLP and multi-label classification for accurate and real-time tag suggestions.
machine-learning matplotlib multilabel-classification nlp nltk pandas python sns stackoverflow-api statistics webscraping
Last synced: 08 May 2026
https://github.com/rxtoolkit/sgd
📊 RxJS implementation of stochastic gradient descent (SGD) (classifier).
ai data-science fp functional-programming machine-learning ml observables package reactive-programming rxjs statistics
Last synced: 08 May 2026
https://github.com/607011/1dollar
Simulation of a counterintuitive distribution problem
animation go golang matplotlib numpy plot python3 simulation statistics
Last synced: 09 May 2026
https://github.com/kapshaul/ct-medical-imaging
The Expectation Maximization (EM) algorithm is used to reduce Poisson noise in CT images. The repository provides derivations and evaluations with the Cramer-Rao Lower Bound (CRLB).
expectation expectation-maximization expectation-maximization-algorithm iterative-algorithm matlab non-parametric-estimation non-parametric-statistics poisson-distribution signalprocessing statistical-estimations statistics
Last synced: 30 Mar 2025
https://github.com/vaibhavkarve/distribution-algebra
A python package that implements an easy-to-use interface for random variables, statistical distributions, and their algebra.
Last synced: 16 Jan 2026
https://github.com/jasdumas/the-republic
Local Connecticut Election & Voter Data Analytics Projects 🇺🇸
election-analysis predictive-analytics statistics
Last synced: 02 Feb 2026
https://github.com/xigmadev/reactdashboard
Statistics Admin Dashboard Panel with React and material tailwind
admin-dashboard-ui eslint javascript material-tailwind react statistics
Last synced: 11 May 2026
https://github.com/easycris-software/easycris
Professional statistical analysis and RNA-seq for researchers — no coding required
anova bioinformatics data-analysis desktop-app genomics pharmacology research-tools rna-seq statistics tauri
Last synced: 11 May 2026
https://github.com/nodefactoryio/hactar-backend
Node.js backend application for Hactar (Filecoin tool for mining analysis)
api filecoin filecoin-lotus filecoinminer statistics
Last synced: 12 May 2026
https://github.com/ddgryaz/dotastatscli
Simple, free and effective CLI application that allows you to receive statistics of your matches in dota and visualize it in a pleasant and understandable way.
analyzer cli dota dota2 javascript statistics typescript
Last synced: 04 Jan 2026
https://github.com/jo-phil/hopkins-statistic
A Python package for computing the Hopkins statistic to assess clustering tendency.
cluster-analysis cluster-tendency clustering data-analysis data-science hopkins-statistic machine-learning python statistical-analysis statistics
Last synced: 13 May 2026
https://github.com/gerardo1909/tpfinal_equidad
Trabajo práctico final de la materia "Equidad en Aprendizaje Automático" de la Licenciatura en Ciencia de Datos (UNSAM). 1C-2025
data-science fairness-ai fairness-ml fairness-testing jupyter-notebook machine-learning python statistics
Last synced: 13 May 2026
https://github.com/raspi/github-stats
Generate GitHub traffic statistics charts
chart clones command-line github github-api http-client rest-api rust statistics svg traffic views
Last synced: 14 May 2026
https://github.com/anishshinde01/machine-learning-exercises
Python implementations of machine learning, statistics, and mathematical foundations.
linear-algebra machine-learning machine-learning-algorithms matplotlib numerical-analysis numpy python scikit-learn scipy statistics
Last synced: 11 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/ct-clmsn/framedata
a dataframe implementation in rust
data-science dataframe rust statistics
Last synced: 15 Jun 2026
https://github.com/techshot25/baltimore-911-calls
Analysis of 911 calls provided by the city of Baltimore.
data-analysis data-science decision-tree-classifier logistic-regression machine-learning machine-learning-algorithms statistics
Last synced: 16 Jun 2026
https://github.com/unsignedarduino/blackjackstats
Simulations for the gambling card game Blackjack.
blackjack gambling gambling-game game game-simulation simulation statistics
Last synced: 17 Jun 2026
https://github.com/rahul-404/full_stack_data_science_with_generative_ai
Welcome to the repository for the course "Full Stack Data Science with Generative AI". This repository is designed to accompany the course and provide resources, exercises, and projects related to the study of data science and generative AI techniques.
data-analysis data-science data-visualization database deep-learning exploratory-data-analysis feature-engineering generative-ai machine-learning nlp python statistics
Last synced: 12 Apr 2026
https://github.com/chenle02/open_slides_statistics
Statistiscs: Open Slides
latex slides statistics teaching
Last synced: 25 Mar 2025
https://github.com/abstractmachines/r-stats-probability
RStudio projects - and theory - for probability and statistics
binomial-distribution geometric-distribution hypergeometric-distribution poisson-distribution probability probability-distribution r statistics
Last synced: 30 Mar 2025
https://github.com/md-emon-hasan/machine-learning-with-scikit-learn-from-w3schools
A repository featuring machine learning tutorials using scikit-learn sourced from W3Schools, covering practical implementations and examples in Python.
artificial-intelligence eda machine-learning machine-learning-algorithms ml statistics w3schools-clone
Last synced: 07 Jun 2026
https://github.com/stdlib-js/blas-ext-base-ssumors
Calculate the sum of single-precision floating-point strided array elements using ordinary recursive summation.
array blas extended float32 javascript math mathematics node node-js nodejs ors statistics stats stdlib strided strided-array sum summation total typed
Last synced: 03 Mar 2026
https://github.com/yusuf-abol/alumni-interaction-and-conversation-dynamics-nlp
This Natural Language Processing (NLP) project took a dive into chat engagement dynamics within the University of Ilorin’s Class of 2018 Statistics alumni group. By applying Latent Dirichlet Allocation (LDA) for topic modeling and network analysis, I uncovered communication patterns, topic distributions, and member interactions.
alumni-network anonymization conversation data-science data-visualization engagement machine-learning network-analysis nlp python-3 sentiment-analysis statistics whatsapp
Last synced: 05 May 2026
https://github.com/komed3/jsdelivr-gh-stats
Analyze download statistics and bandwidth usage for any GitHub repository served via jsDelivr
analytics gh-pages jsdelivr statistics
Last synced: 29 May 2026
https://github.com/sanchitbajaj02/github-finder
A dynamic github finder using react js and github apis
github-api hacktober hacktoberfest react reactjs readme statistics
Last synced: 21 Jan 2026
https://github.com/sivas-2/food-demand
This project aims to predict food demand based on historical data, leveraging various statistical methods to achieve accurate forecasts.
data-analysis data-science dataanalysis food-demand-forecasting statistics
Last synced: 12 Aug 2025
https://github.com/stdlib-js/random-streams-levy
Create a readable stream for generating pseudorandom numbers drawn from a Lévy distribution.
continuous javascript levy math mathematics node node-js nodejs prng pseudorandom rand random readable rng seed seedable statistics stats stdlib stream
Last synced: 05 Jan 2026
https://github.com/pavellaptev/get-figma-stat
Get the stats about any Figma plugin, file or widget
Last synced: 14 May 2026
https://github.com/juliaaplavin/montecarlotesting.jl
monte-carlo multiple-comparisons significance-testing statistics
Last synced: 02 Jan 2026
https://github.com/stdlib-js/stats-base-dvarm
Calculate the variance of a double-precision floating-point strided array provided a known mean.
array deviation dispersion javascript math mathematics node node-js nodejs sample-variance standard-deviation statistics stats stdlib strided strided-array typed unbiased var variance
Last synced: 12 Jan 2026
https://github.com/dcs-training/interactive-analysis-reports-with-r-markdown.github.io
This workshop will help you create your own reproducible, customisable, and interactive analysis reports through R Markdown. By building on the basics of R, we will show you how to instantly prepare your results into a ready-made document (No more copy and pasting your results! Less human error!). Go to the readme file
data-analysis data-visualisation data-wrangling r rmarkdown statistics
Last synced: 25 Jun 2025
https://github.com/pockerman/tech3python
Collection of Python based algorithms on numerics, statistics, control etc
algorithms control estimation kalman-filter machine-learning numerical-methods particle-filter python3 scikit-learn statistics
Last synced: 18 May 2026
https://github.com/stdlib-js/stats-incr-mmeanstdev
Compute a moving arithmetic mean and corrected sample standard deviation incrementally.
arithmetic-mean average avg central-tendency javascript math mathematics mean moving-average moving-mean node node-js nodejs sample sample-variance statistics stats stdlib unbiased variance
Last synced: 06 Mar 2026
https://github.com/stdlib-js/stats-base-stdevyc
Calculate the standard deviation of a strided array using a one-pass algorithm proposed by Youngs and Cramer.
cramer deviation dispersion javascript math mathematics node node-js nodejs sample-standard-deviation spread standard-deviation statistics stats stdlib strided unbiased var variance youngs
Last synced: 26 Jun 2025
https://github.com/pockerman/tech3java
Collection of Java based algorithms on numerics, statistics, control etc
algorithms bayesian-filter data-structures java machine-learning reinforcement-learning statistics
Last synced: 15 May 2026
https://github.com/mykter/lichess-puzzle-stats
Analysis of puzzle performance across lichess users
Last synced: 04 Apr 2025
https://github.com/jglauber/wikipediastats
A package to process data from Wikimedia using the server sent events (SSE) protocol.
aiohttp sse-client statistics wikimedia wikipedia
Last synced: 07 Mar 2026
https://github.com/leleogere/hawkes-processes
School project about Hawkes Processes and how to use them in actuarial science
hawkes-process modeling python statistics tests
Last synced: 27 Mar 2025
https://github.com/flyawaymaking/trackplayer
TrackPlayer - плагин для отслеживания статистики игроков на серверах Minecraft (учет смертей, PvP-убийств и убийств враждебных мобов) с поддержкой PlaceholderAPI.
minecraf-plugins minecraft papermc placeholderapi plugins statistics
Last synced: 21 Apr 2026
https://github.com/stdlib-js/stats-base-dists-laplace-kurtosis
Laplace distribution excess kurtosis.
continuous dist distribution double-exponential exponential-family javascript kurtosis laplace location-scale node node-js nodejs statistics stats stdlib tails univariate
Last synced: 19 Mar 2025
https://github.com/stdlib-js/random-strided-normal
Fill a strided array with pseudorandom numbers drawn from a normal distribution.
continuous gaussian generator javascript math mathematics node node-js nodejs normal prng pseudorandom rand random rng seed seedable statistics stats stdlib
Last synced: 18 May 2026
https://github.com/owengombas/genyus
🐍 Lyrics analysis with genius.com, Python and Jupyter Notebooks
api data data-science genius jupyter-notebook lyrics python statistics
Last synced: 20 May 2026
https://github.com/5tarlight/grade-predictor
This project will predict your next grade based on your previous grades. but, you must not believe this entirely. This is just statistically predicted value
grade grade-calculator predictor statistics
Last synced: 14 May 2025
https://github.com/stdlib-js/stats-base-dists-cosine-stdev
Raised cosine distribution standard deviation.
continuous cosine deviation dispersion dist distribution javascript node node-js nodejs spread standard statistics stats stdlib univariate
Last synced: 08 Jul 2025
https://github.com/badlocale/buttonstats
Client-server app for collecting typing statistic.
client-server graphs reactive-programming reactiveui statistics typing wpf
Last synced: 24 Jan 2026
https://github.com/glambard/nvidia_gpu_usage
NVIDIA GPU usage in the blink of an eye
fan gpu memory monitor nvidia nvidia-smi statistics temperature usage
Last synced: 07 Apr 2026
https://github.com/morikeli/Fast-Polls
This is a polling website that allows users to create, edit or delete polls they published. Other users can vote and view poll results.
bootstrap5 django html-css-javascript polling-service statistics survey
Last synced: 15 Apr 2025
https://github.com/stdlib-js/random-strided-cosine
Fill a strided array with pseudorandom numbers drawn from a raised cosine distribution.
continuous cosine generator javascript math mathematics node node-js nodejs prng pseudorandom raised rand random rng seed seedable statistics stats stdlib
Last synced: 26 Jun 2025
https://github.com/stdlib-js/stats-base-dstdevwd
Calculate the standard deviation of a double-precision floating-point strided array using Welford's algorithm.
deviation dispersion javascript math mathematics node node-js nodejs sample-standard-deviation spread standard-deviation statistics stats stdlib strided strided-array unbiased var variance welford
Last synced: 16 Mar 2026
https://github.com/csarven/frb-linked-data
FRB (Federal Reserve Board) Linked Data
dcv linked-data linked-sdmx prov-o rdf rdf-data-cube sdmx semstats statistical-data statistics void
Last synced: 26 Aug 2025
https://github.com/stdlib-js/stats-base-minsorted
Calculate the minimum value of a sorted strided array.
domain extent extremes javascript math mathematics min minimum node node-js nodejs ordered range sorted statistics stats stdlib strided strided-array typed
Last synced: 07 Apr 2026
https://github.com/stdlib-js/stats-base-dists-levy-stdev
Lévy distribution standard deviation.
continuous deviation dispersion dist distribution javascript levy moments node node-js nodejs spread standard statistics stats stdlib univariate
Last synced: 13 May 2025
https://github.com/stdlib-js/blas-ext-base-gapxsum
Adds a constant to each strided array element and computes the sum.
array blas extended javascript math mathematics node node-js nodejs statistics stats stdlib strided strided-array sum summation total typed
Last synced: 24 Jun 2025
https://github.com/stdlib-js/blas-ext-base-gapxsumkbn2
Add a constant to each strided array element and compute the sum using a second-order iterative Kahan–Babuška algorithm.
blas compensated extended javascript kahan kbn math mathematics node node-js nodejs statistics stats stdlib strided strided-array sum summation total typed
Last synced: 24 Jun 2025
https://github.com/stdlib-js/blas-ext-base-sapxsum
Adds a constant to each single-precision floating-point strided array element and computes the sum.
array blas extended float float32 javascript math mathematics node node-js nodejs statistics stats stdlib strided strided-array sum summation total typed
Last synced: 15 Mar 2026
https://gitlab.com/hylkedonker/statkit
Statistics for sci-kit learn.
machine learning scikit-learn statistics
Last synced: 01 Nov 2025
https://github.com/stdlib-js/stats-base-dists-gamma-kurtosis
Gamma distribution excess kurtosis.
continuous dist distribution gamma javascript kurtosis node node-js nodejs prob probability statistics stats stdlib tails univariate
Last synced: 07 Jul 2025
https://github.com/quantum-software-development/gaussian-processes-bayesian-optimization-
📈 A comprehensive course on Gaussian Processes and Bayesian Optimization, covering theory, implementation, and real-world applications.
artificial-intelligence bayesianoptimization data-science gaussianprocesses jupyter-notebook machine-learning optimization python3 research statistics
Last synced: 20 May 2026
https://github.com/stdlib-js/stats-base-dsmeanwd
Calculate the arithmetic mean of a single-precision floating-point strided array using Welford's algorithm with extended accumulation and returning an extended precision result.
arithmetic-mean array average avg central-tendency float32 javascript math mathematics mean node node-js nodejs statistics stats stdlib strided strided-array typed welford
Last synced: 17 Feb 2026
https://github.com/lgibson7/gender-wage-inequality-in-stem
Final Project for STAT 632 Linear and Logistic Regression, Cal State East Bay Spring 2022
Last synced: 05 Apr 2025
https://github.com/nikitadanilenko/londo
A tool for detailing various views on progress (analysis only)
hacktoberfest progress statistics
Last synced: 18 May 2026
https://github.com/sigpwned/delta4j
Elements for building concurrent and distributed data processing applications
concurrent-programming distributed-computing java probabilistic-data-structures statistics text
Last synced: 20 May 2026
https://github.com/manyakrus/go_lines_count
Calculation of the number of lines and functions in golang repositories, in folders and subfolders, in termial or .csv or .txt files. (Count Lines Of Code)
analyses automatic calculate counter functions golang line lines number repositories repositories-analysis repositories-stadistics source-code statistics utility
Last synced: 29 Mar 2025
https://github.com/yanniskatsaros/hockey-analytics
Exploring trends and quantifying probabilities in hockey statistics.
hockey hockey-database hockey-stats python python3 statistics
Last synced: 14 May 2026
https://github.com/sharathsphd/coffee_causality
Data-driven analysis of coffee shop sales using correlation, regression, and causal inference. A Jupyter Book project exploring foot traffic, weather patterns, and business analytics.
business-analytics causal-inference correlation data-analysis foot-traffic forecasting github-pages jupyter-notebook machine-learning open-source python regression retail-analytics statistics storytelling time-series visualization weather-analysis
Last synced: 18 May 2026
https://github.com/antononcube/raku-statistics-distributions
Raku package for statistical distributions and related random variates generations.
bernoulli-distribution beta-distribution binomial-distribution chi-square-distribution exponential-distribution gamma-distribution mixture-distributions normal-distribution probability probability-distributions raku rakulang statistics
Last synced: 20 Jan 2026
https://github.com/officiallyxenos/30-days-of-data-analysis-projects-
30-day challenge to master data analysis by completing daily projects. Each project covers a key concept, from data cleaning to visualization, and builds a strong portfolio of real-world applications.
matplotlib numpy pandas python-3 seaborn statistics
Last synced: 08 Apr 2026
https://github.com/stdlib-js/datasets-herndon-venus-semidiameters
Fifteen observations of the vertical semidiameter of Venus, made by Lieutenant Herndon, with the meridian circle at Washington, in the year 1846.
astronomy data dataset datasets grubbs herndon javascript node node-js nodejs outlier outliers sample statistics stats stdlib venus
Last synced: 09 Oct 2025
https://github.com/hokagem/damagedlogginganalyzer
A project about an analyzation of a statistic of damaged logging (wood) in Germany using Python.
analysis csv csv-parser k-fold-cross-validation numpy pandas pandas-dataframe pandas-python polynomial-regression scikit-learn statistics wood
Last synced: 03 May 2026
https://github.com/stdlib-js/random-array-lognormal
Create an array containing pseudorandom numbers drawn from a lognormal distribution.
continuous gaussian generator javascript log-normal lognormal math mathematics node node-js nodejs normal prng pseudorandom rand random rng statistics stats stdlib
Last synced: 13 Feb 2026
https://github.com/membraneframework/membrane_telemetry_metrics
Membrane tool for generating metrics
elixir metrics statistics telemetry
Last synced: 06 Apr 2025
https://github.com/pavlozt/py-mysql-slowlog
mysql slow log for pandas module
mysql pandas performance-analysis python statistics
Last synced: 18 Apr 2026
https://github.com/nysportsfan/Gun-Violence-in-the-US
This repository contains all the relevant files for my first capstone project as part of the Springboard Data Science Career Track.
data-analysis data-science data-visualization machine-learning python3 statistics
Last synced: 10 May 2025
https://github.com/jgontrum/corpushashtagstatistics
Generates statistics for the hashtag usage in text corpus.
analysis corpus hashtags linguistics nlp statistics twitter
Last synced: 22 Mar 2025
https://github.com/leen15/emq-logs-nodes-stats
Get EMQ nodes stats in console
Last synced: 17 May 2026
https://github.com/cobluestars/dataherd-raika
"Dataherd-Raika is a library designed to simulate large-scale user behavior datasets. It takes a single user event (like a click or keyword input) and, by applying simple probability distributions and custom variables, expands it into a vast dataset."
big-data data data-generation data-generator data-science front-end javascript machine-learning npm-package simulator statistics typescript user-behavior user-experience
Last synced: 02 Jan 2026
https://github.com/yash-rewalia/stock-closing-price-prediction-using-regression
The ultimate business objective is to leverage the regression model to provide accurate predictions of the closing price of AMRN stock, enabling stakeholders to make well-informed investment decisions, manage risks effectively, optimize portfolios, Early warning systems to alert any fraud cases and align investment strategies with financial goals.
datapreprocessing eda hypothesis-testing machine-learning numpy pandas python random-forest regression regression-analysis statistics
Last synced: 12 Apr 2026
https://github.com/douwehorsthuis/mixed-effect-models
Mixed effects models for R
eeg-statistics mixed-effects-models r single-trial-analysis statistics
Last synced: 17 Jan 2026
https://github.com/2000pawan/data_science.
Complete Data Science, NumPy, Pandas, Matplotlib, Seaborn, Statistics, Power Bi, Machine Learning.
data-science machine-learning matplotlib numpy pandas powerbi seaborn statistics webscraping
Last synced: 18 Dec 2025