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An open API service indexing awesome lists of open source software.

Data analysis

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

https://github.com/ondrejhruby/countries-of-the-world

Explore global data with this repository, featuring insights, visualizations, and Python code examples on countries worldwide—perfect for enhancing your data analysis and visualization skills.

data-analysis data-science data-visualization geography jupyter-notebook machine-learning matplotlib pandas python statistics

Last synced: 16 Apr 2026

https://github.com/carolinedotxyz/dp_sgd_classification

A hands-on educational walkthrough of training a CelebA (Eyeglasses) image classifier with Differentially Private SGD using PyTorch and Opacus. The focus of this repo is on clarity and reproducibility through balanced subsets, deterministic preprocessing, and side-by-side baseline vs. DP training, while acknowledging real trade-offs.

celeba-dataset classification data-analysis dp-sgd machine-learning opacus python pytorch

Last synced: 16 May 2026

https://github.com/xuri/excelize-cs

Excelize is a C# port of Go Excelize library that allow you to write to and read from XLAM / XLSM / XLSX / XLTM / XLTX files.

agent ai chart csharp data-analysis data-science data-visualization excel excelize formula microsft office ooxml parser spreadsheet xlsm xlsx

Last synced: 03 Mar 2026

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

This project deeply studies 2 datasets using applied statistics techniques.

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

Last synced: 31 Jan 2026

https://github.com/swarnim1812/crime_project

AI-Driven Crime Forecasting Across Indian States — A pioneering machine learning project that harnesses time series modeling (SARIMAX, Ridge Regression) to uncover patterns and forecast crime trends using real-world multi-state temporal and socio-economic data.

analytics crime-locator crime-prediction data-analysis deep-learning machine-learning prophet-facebook sarimax-model time-series-forecasting

Last synced: 31 Jan 2026

https://github.com/gowthamsundaresan/eigenscan

blockexplorer for eigenlayer

crypto data-analysis eigenlayer nextjs web3

Last synced: 04 May 2026

https://github.com/tynoee/record_company-database

A record company database with multiple query commands using SQL

data-analysis sql

Last synced: 31 Jan 2026

https://github.com/prime-infinity/type-one

Software to visualize and analyze GitHub repos based on certain statistics such as stars, forks and issues

data-analysis data-visualization

Last synced: 03 Feb 2026

https://github.com/nafisalawalidris/international-breweries

This GitHub readme provides an overview of data analysis using SQL on the International Breweries dataset, including dataset description, analysis questions, example SQL queries, and key insights derived from the analysis.

data-analysis insights international-breweries-dataset queries sql

Last synced: 31 Jan 2026

https://github.com/shuddha2021/stellar-candidate-selector

A sophisticated candidate selection algorithm leveraging multi-criteria analysis and machine learning to identify top software engineering candidates. This tool features flexible filtering, score adjustment, and detailed visualizations to streamline the recruitment process.

candidate-selection data-analysis data-visualization machine-learning pandas plotting-in-python python python-data-analysis recruitment scikit-learn

Last synced: 05 May 2026

https://github.com/gonzalo123/pivot.pandas

Data Analysis with Python. Pivot tables with Pandas

data-analysis jupyter-notebook pandas pivot-tables python

Last synced: 05 May 2026

https://github.com/wizardoftrap/football-team-analytics

This Jupyter notebook, created on Kaggle, analyzes football player and team statistics for the 2024-2025 season. It provides insights into player performance, team metrics, and playing styles across major European leagues using data from the dataset players_data-2024_2025.csv.

data-analysis data-visualization jupyter-notebook pandas python

Last synced: 05 May 2026

https://github.com/willie-conway/datavista

DataVista is a comprehensive, production-grade data analysis and machine learning platform that combines real-time data ingestion from live APIs, interactive visualizations, statistical analysis, hypothesis testing, and machine learning model training — all in a unified, professional-grade interface. Built with React and Recharts.

analytics-platform api-integration classification coingecko-api csv-import data-analysis data-cleaning-and-preprocessing data-pipeline data-science data-visualizations etl hypothesis-testing json-export machine-learning-models open-meteo react recharts regression statistics world-bank

Last synced: 30 May 2026

https://github.com/sevdanurgenc/python-for-data-science-lecture-notes

In this repo, I have the course contents of Python for Data Science training, which will be given to Siemens by the cooperation of Academy Peak Information Technologies Training and Consultancy between 28 June - 1 July 2022.

data-analysis data-mining data-modeling data-science data-structure data-visualization matplotlib-tutorial numpy-tutorial pandas-tutorial

Last synced: 23 Mar 2025

https://github.com/scarblase/homeless-animals-analysis

A data-driven exploration of homeless animal statistics 🐶🐱. Analyze age distribution, shelter dynamics, and adoption patterns using Python, Pandas, and Seaborn.

animals data-analysis data-mining data-science data-science-projects data-visualization matplotlib matplotlib-pyplot numpy pandas plotly python python3 ukraine

Last synced: 06 May 2026

https://github.com/selcuk05/forbes_top_100_celebrities_data_analysis

Forbes Top 100 Celebrities since 2005 Data Analysis and Visualization

data-analysis data-science

Last synced: 11 Oct 2025

https://github.com/amirhosseinhonardoust/customer-sentiment-intelligence-platform

An enterprise-grade NLP + Streamlit + SQL platform for analyzing customer feedback. Performs automated sentiment detection, stores labeled reviews in SQLite, and delivers real-time dashboards with probability insights to support business, marketing, and product optimization decisions.

community-project cost-of-living dashboard data-analysis data-visualization economic-analysis inflation-tracking local-data open-data pandas price-tracker public-insight python sqlite streamlit

Last synced: 06 May 2026

https://github.com/rupav/fifa17-detailed-analysis

⚽ FIFA 17 data analysis using various Machine Learning Algorithms. ⚽

data-analysis data-visualization fifa17 machine-learning-algorithms radar-chart

Last synced: 16 May 2026

https://github.com/alexandregazagnes/rica-analysis

This repository contains the code to download, analyse, and modelize the RICA dataset from the french ministry of agriculture.

analysis argiculture business data data-analysis data-analytics food python

Last synced: 29 Apr 2026

https://github.com/gholamrezadar/favourite-youtube-channels

this program goes through your youtube watch history and sorts channels based how many of their videos you have watched!

data-analysis data-visualization python

Last synced: 16 Jan 2026

https://github.com/paezha/isdas

Companion package for An Introduction to Spatial Data Analysis and Statistics with R

data-analysis gis rstats spatial-analysis spatial-statistics

Last synced: 04 Jan 2026

https://github.com/phomint/udacity_dataanalysis

All projects and activities

data-analysis python udacity-nanodegree

Last synced: 11 Oct 2025

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/stastnypremysl/lsql-csv

lsql-csv is a tool for small CSV file data querying from a shell with short queries. It makes it possible to work with small CSV files like with a read-only relational databases. The tool implements a new language LSQL similar to SQL, specifically designed for working with CSV files in a shell. LSQL aims to be a more lapidary language than SQL.

csv data-analysis data-processing haskell language linux-shell lsql lsql-csv new-language query-language relational-database sql unix-command unix-philosophy unix-shell

Last synced: 25 Feb 2026

https://github.com/y-india/retail-sales-analysis-project

Analysis and preprocessing of retail store sales data. Includes data loading, merging, and initial inspection. 📌 Recommended: See README.md for detailed project progress and dataset information.

ai dashboard data-analysis data-science data-visualization jupiter-notebook machine-learning matplotlib python real-world-problem-solving real-world-project retail-analytics sales-analysis seaborn sklearn-library streamlit

Last synced: 07 May 2026

https://github.com/bassamn/titanic-data-analysis

Exploratory data analysis (EDA) of the Titanic dataset using Python. Analyzed survival patterns by age, gender, and class with visualizations (seaborn/matplotlib). Non-ML focus—highlighting insights with statistics and plots.

data-analysis eda pandas python seaborn titanic visualization

Last synced: 08 May 2026

https://github.com/priyanshubiswas-tech/deloitte-daikibo-forensic-analysis-task-2

Forensic pay equity analyzer for Deloitte. Processes compensation data to classify gender equality scores into Fair/Unfair/Discriminative tiers. Outputs modified Excel with 3-tier evaluation system.

data data-analysis deloitte excel forensic-analysis

Last synced: 06 Feb 2026

https://github.com/shadan100/stroke-prediction-analysis

A web based application to predict whether a patient is likely to get stroke based on the input parameters like gender, age, various diseases, and smoking status. Each row in the data provides relevant information about the patient.

artificial-intelligence data-analysis data-science django django-framework jupyter-notebook machine-learning matplotlib pandas predictive-modeling python stroke-prediction web-application

Last synced: 08 Mar 2026

https://github.com/ibnaleem/cyberchef-discord

A versatile Discord bot that implements CyberChef's features for encoding, decoding, encrypting, compressing, analysing data directly and more in your Discord server

compression cti cyberchef cybersecurity data-analysis data-manipulation discord-bot discord-js encoding encryption hashing infosec parsing redteam

Last synced: 28 Jan 2026

https://github.com/jethronap/jstat-gui

Web-based GUI application for data analysis

data-analysis data-visualization java jstat mongodb

Last synced: 08 May 2026

https://github.com/cagandemirmr/google-play-yorum-analizi

Türkiyede 2024 yılında en çok beğenilen My Supermarket Simulator 3D oyununa ait yorumların duygu durumu,yorumların beğeni sayısını,Firmanın geri dönüşleri ve kullanıcı nicknameleri gibi değişkenleri analiz ederek içgörü topladım.

bert data-analysis data-science nlp

Last synced: 10 Jun 2026

https://github.com/aekanshd/crazytics-suicidesindia

Basic interpretation of the Suicides in India data-set using R.

data-analysis data-science graph india r suicides

Last synced: 10 Jun 2026

https://github.com/lmuffato/project-ting-trybe

Projeto ting - Projeto avaliativo da Trybe do Bloco 37: Estrutura de Dados II: Listas, Filas e Pilhas

data data-analysis python queue read-file stack trybe trybe-projects

Last synced: 12 Jun 2025

https://github.com/bristolmyerssquibb/blockr.workshop

R in Pharma 2024 blockr workshop

data-analysis nocode r

Last synced: 18 Apr 2026

https://github.com/badranalyst/movie-correlation-analysis-in-python

This project analyzes movie data correlations using Python libraries like Pandas, NumPy, Seaborn, and Matplotlib. It examines relationships between attributes such as ratings, genres, and box office performance to uncover trends that inform recommendations and enhance understanding of movie success factors.

data data-analysis dataset jupyter jupyter-notebook matplotlib matplotlib-pyplot numpy pandas python seaborn

Last synced: 03 May 2026

https://github.com/ahmedhosssam/lesser_pandas

Pandas-like Data Analysis library in C++

cpp data-analysis data-science pandas

Last synced: 03 May 2026

https://github.com/fatihilhan42/tourist_analysis_in_turkey_with_python

In this project, the number of tourists coming to Turkey between 2008-2021 was analyzed. The data from the data set you can find in the warehouse was first organized using data cleaning algorithms. These cleaned data were then output graphically using data visualization algorithms.

data-analysis data-cleaning data-science data-visualization jupyter-notebook python

Last synced: 03 May 2026

https://github.com/zients/tw-lottery-recommandation

Taiwan lottery draw analyzer & number recommender with Transformer ML model. Supports 539, 649, 638, 3D, and 4D lotteries.

cli data-analysis lottery machine-learning python pytorch taiwan transformer

Last synced: 03 May 2026

https://github.com/maddieemihle/python-challenge

Creating a Python script that analyzes financial records and election results

data-analysis python

Last synced: 09 Jun 2026

https://github.com/salma-mamdoh/project-writing-functions-for-product-analysis

My Project to learn the Basics of Analysis on DataCamp

data-analysis data-camp pandas python

Last synced: 03 May 2026

https://github.com/ljadhav25/swiggy-restaurant-analysis

This repository contains data and analysis related to restaurants listed on Swiggy, one of India's largest online food ordering and delivery platforms. The objective is to explore restaurant trends, customer reviews, pricing strategies, and delivery metrics to gain insights into the food delivery industry.

data-analysis data-visualization matplotlib-pyplot numpy-library pandas-library python seaborn-plots

Last synced: 03 May 2026

https://github.com/devesh8423/machine_learning

Machine Learning practice projects, Jupyter notebooks, and datasets for learning regression, classification, and data analysis.

classification data-analysis data-science data-visualization jupyter-notebook machine-learning matplotlib ml-project numpy-library pandas python regression sckit-learn seaborn

Last synced: 03 May 2026

https://github.com/donmaruko/flask-data-analysis

Flask API for statistical calculations. Data analysis, cleansing, visualization, and manipulation. Documented by Swagger.

api api-rest data-analysis data-science data-visualization datascience flasgger matplotlib pandas seaborn sqlite wordcloud

Last synced: 03 May 2026

https://github.com/nathadriele/world-marathon-run-majors-analytics-challenge

This project presents a complete data engineering, analytics, machine learning, and Streamlit dashboard pipeline focused on the Abbott World Marathon Majors: Tokyo, Boston, London, Berlin, Chicago, and New York City. Covering the 2018 to 2025 seasons, it analyzes more than 628,000 runner records and 86 verified winner entries.

challenge data-analysis data-pipeline gradient-boosting lasso-regression linear-regression machine-learning models predictive-modeling python random-forest ridge-regression run-analytics world-marathon

Last synced: 09 Jun 2026

https://github.com/mindlessmuse666/titanic-data-visualization

Проект по визуализации данных о пассажирах Титаника с использованием библиотек Python Matplotlib, Seaborn и Plotly.

data-analysis data-visualization matplotlib pandas plotly python seaborn titanic

Last synced: 04 May 2026

https://github.com/arv-anshul/ipl-api

IPL API using Flask framework and ipl dataset.

api data-analysis fast-api flask flask-api ipl ipl-api python3

Last synced: 04 May 2026

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

In this personal project, I am interested in examining all of the active businesses in the San Francisco Bay Area while performing some simple data visualizations, mainly on categorical variables.

business data-analysis data-visualization jupyter-notebook pandas python san-francisco

Last synced: 04 May 2026

https://github.com/sagarprajapat2004/data-analysis-visualization

Downloaded and analyzed a dataset from Kaggle using NumPy and Pandas created visualizations with Matplotlib and Seaborn developed a Flask web application to showcase data insights and conclusions.

data-analysis data-modeling data-visualization exploratory-data-analysis flask python statical-analysis

Last synced: 04 May 2026

https://github.com/rtgrt5645/numpy-lab

🧮 Explore, manipulate, and visualize data with NumPy to enhance your Python skills in scientific computing and data analysis.

array-operations data-analysis data-science jupyter-notebook machine-learning numerical-computing numpy numpy-arrays numpy-library numpy-python python python3 scientific-computing

Last synced: 04 May 2026

https://github.com/jendives2000/regressions

Performing of a Linear Regression analysis to determine the strength of the relationship between the number of reviews and sales for a retail company.

data-analysis linear-regression pearson-correlation-coefficient regression

Last synced: 04 May 2026

https://github.com/flytomarsz/bike-sharing-system-analysis

This analysis project aim to identify bike rental's behavior in 2012 from Capital Bikeshare system, Washington D.C., USA. This project is part of my Data Analysis study at Dicoding.

data-analysis data-visualization jupyter-notebook python streamlit

Last synced: 04 May 2026

https://github.com/matt-ags/jornada-python

Repositório com os projetos realizados durante a semana "Jornada Python" - 01/2025

artificial-intelligence automation data-analysis jupyter-notebook machine-learning python

Last synced: 05 May 2026

https://github.com/dhruvsrikanth/basic-data-science

A short Data Science Project I took up for fun! This is a data analysis based on a dataset I created to predict the distribution of wealth within an economy as well as several characteristics of each class within society!

analysis data-analysis data-pipeline data-science data-visualization machine-learning matplotlib pandas python seaborn sklearn

Last synced: 05 May 2026

https://github.com/jacktheprogrammer/time-series-forecasting-and-analysis

My personal project consisting of my personally created notebooks to work with time series forecasting and analysis. In these projects, I've used deep learning using tensorflow, xgboost, statsmodels and scipy libraries of python. The series were of weather, energy consumption and that of stocks.

data-analysis data-science deep-neural-networks energy-consumption machine-learning portfolio prophet-facebook prophet-model python python3 scipy statsmodels stocks tensorflow time-series time-series-analysis timeseries-forecasting weather xgboost

Last synced: 05 May 2026

https://github.com/ayaatmohammed/amazon-sales-analysis-pyspark

In-depth analysis of the Olist E-commerce dataset from Kaggle using PySpark for customer segmentation (RFM) and market basket analysis.

big-data big-data-analytics customer-segmentation data-analysis data-science ecommerce jupyter-notebook kaggle pyspark python rfm-analysis

Last synced: 05 May 2026

https://github.com/kammarah/data-sample

I designed a database website 🌐 that can be uploaded easily for use 📤. You can check my website 👀.

data-analysis data-visualization database deploy deployment library-management-system panaversity streamlit webapp

Last synced: 05 May 2026

https://github.com/nimbostratos/titanic-survival-prediction

Machine learning project predicting Titanic survival using AdaBoost with feature engineering and hyperparameter optimization

data-analysis data-science data-science-projects kaggle machine-learning machine-learning-models python scikit-learn

Last synced: 05 May 2026

https://github.com/hms75/movie_rating_analysis

A movie rating analysis which identifies trends amongst a dataset of 5000 movies.

data-analysis data-visualization matplotlib-pyplot numpy pandas python

Last synced: 05 May 2026

https://github.com/ibrahimceyisakar/hotel-finder

Hotel finder system with Python includes data gathering, analyzing, and visualization.

data-analysis data-gathering data-visualization pandas plotly python selenium streamlit

Last synced: 06 May 2026

https://github.com/yashpaneliya/bank-loan-default-analysis

Analyze and understand the driving factors (or driver variables) behind loan default, i.e. the variables which are strong indicators of default.

data-analysis loan-default-analysis matplotlib numpy pandas python

Last synced: 06 May 2026

https://github.com/ankitwalimbe/sentiment-analysis

Sentiment analysis of Amazon Fashion reviews using VADER and a baseline ML model (TF-IDF + SGDClassifier). Includes visualizations, reproducible notebook, and recruiter-ready documentation.

data-analysis machine-learning matplotlib nlp pandas python seaborn sentiment-analysis sklearn

Last synced: 06 May 2026

https://github.com/kishorep26/school-recommendation-system

Intelligent school recommendation system that matches students with suitable educational institutions based on preferences and performance metrics

bootstrap data-analysis decision-support edtech education education-technology flask matching-algorithm python recommendation-system school-finder school-search student-portal web-application

Last synced: 06 May 2026

https://github.com/drill-n-bass/dealavo-project

Cartesian product from dictionary to list of dictionaries and faster methods for finding index than the `index` method.

data-analysis data-analysis-python matplotlib pandas python python3 random timeit

Last synced: 06 May 2026

https://github.com/fbarffmann/home_sales

Analyzed 25,000+ home sales using PySpark and SparkSQL. Identified pricing trends by year built, home features, and view rating. Optimized query run-time by 70% using caching.

aws big-data data-analysis home-sales parquet pyspark python spark spark-sql sql

Last synced: 06 May 2026

https://github.com/badranalyst/exploratory-data-analysis-on-salaries-dataset

Performing EDA on a dataset related to salaries, exploring relationships between factors like job titles, industries, and locations. Insights are visualized with plots to identify trends and disparities in salary data.

data-analysis dataset eda exploratory-data-analysis pandas python

Last synced: 07 May 2026

https://github.com/rohansoni45/whatsapp-chat-analysis

This project involves analyzing WhatsApp chat data to extract valuable insights. Using Python and various libraries like Pandas and Matplotlib, the project processes and visualizes chat statistics such as message frequency, most active participants, and sentiment analysis.

chat-analysis data-analysis data-science matplotlib pandas python sentiment-analysis streamlit visualization web-app word-cloud

Last synced: 07 May 2026

https://github.com/jpgiant/gujaratrainfallanalysis_2021

Analysis about the rainfall that occurred in the districts of Gujarat state in 2021

data-analysis exploratory-data-analysis exploratory-data-visualizations matplotlib numpy pandas-python python

Last synced: 07 May 2026

https://github.com/lucalullo/global-emissions-and-temperature-1950-2024

Global climate analysis covering 75 years of CO₂, greenhouse gas emissions and mean surface temperatures across countries (1950–2024). Built with Pandas, Matplotlib, Seaborn and Plotly.

climate-change co2-emissions data-analysis greenhouse-gas temperature

Last synced: 10 Jun 2026

https://github.com/satyam4229/identify-employee-attrition

This is the model where we predict the attrition of the employees of the company by checking there records and all. In the given dataset, we have the features like salary, environment, age, gender and their experience.

data-analysis data-science data-visualization jupyter-notebook kaggle python

Last synced: 08 May 2026

https://github.com/otonomee/against-the-clock-transcript-analysis

This repository contains code and analysis for exploring the transcripts of the various "Against The Clock" videos featured on the FACT Magazine YouTube channel. The goal is to uncover insights, patterns, and trends across the different artists and their creative process under time constraints.

against-the-clock ai-analysis audio-processing creative-ai creative-process data-analysis fact-magazine machine-learning music-production natural-language-processing nlp text-mining yt-dlp

Last synced: 08 May 2026

https://github.com/prakashjha1/stock-investment-analysis

Stock Investment Analysis Project can help investor to select the better performing stocks.

data-analysis data-science numpy pandas pandas-datareader parallel-programming python

Last synced: 08 May 2026

https://github.com/sumit-sinha9/sales-analysis

Analyzing 12 months worth fo Sales data

data-analysis pandas python visualization

Last synced: 08 May 2026

https://github.com/sabaasif2501/netflix-data-analysis

Exploratory data analysis of Netflix content using Python and pandas. Content types, genres, countries, and release years.

data-analysis netflix pandas portfolio-project python

Last synced: 08 May 2026

https://github.com/deepanshkhurana/udacityproject-prediciting-boston-housing-prices

This is a Udacity Project for the Machine Learning Nanodegree. Here, we are trying to predict Boston Housing Prices using sklearn.

data-analysis data-science machine-learning python scikit-learn udacity

Last synced: 08 May 2026

https://github.com/mrunmayee3108/financial-chatbot

A Python chatbot for analyzing financial data of companies with revenue, income, assets, cash flow, and debt ratio queries

chatbot data-analysis jupyter-notebook pandas python python3

Last synced: 09 May 2026

https://github.com/drod75/burger_king_analysis

A simple analysis on a burger king dataset.

data-analysis data-visualization jupyter-notebook pandas python seaborn

Last synced: 09 May 2026

https://github.com/urmesthamondal/data_analysis_projects

Portfolio Data analysis projects built using Excel, Python, SQL and for visualization used Power bi .

data-analysis pivot-tables powerbi python sql sql-server visualisation

Last synced: 09 May 2026

Data analysis Awesome Lists
awesome-R 486 Awesome-Geospatial 1,521 awesome-python-data-science 382 awesome-TS-anomaly-detection 55 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 awesome-data-analysis 936 data-science-with-ruby 101 awesome-data-agents 154 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-qlik 32 awesome-ethereum-analytics 45 awesome-data-journalism 195 awesome-saas 89 Environmental-Data-Science 51 Road2R 265 awesome-web3 67 SORTED 95 awesome-data-science 83 fucking-awesome-R 378 awesome-data-analytics 77 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 369 Table of Contents 303 Machine Learning 242 R 241 文本数据和NLP 191 Reading corner 189 Python 168 📑 Paper List 161 Rust 145 数据可视化 133 Books 130 机器学习框架 128 图像数据与CV 115 Podcasts 109 模型的可解释性 105 ⚡ Productivity 101 超参数优化和AutoML 100 🧠 AI Applications & Platforms 96 Tutorials 94 🐍 Python 91