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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/lucycatherine/healthinsuranceproject

This repository contains a machine learning project that analyzes the factors influencing health insurance charges, such as age, smoking status, and medical conditions.

data-analysis data-science data-visualization jupyter-notebook machine-learning python

Last synced: 18 May 2026

https://github.com/maheera421/pandas

Implementation of essential Pandas functions.

data-analysis data-manipulation pandas-dataframes pandas-datareader pandas-python

Last synced: 17 Jul 2025

https://github.com/gui-sitton/y.music

In this project I compared the musical preferences of the citizens of Springfild and Shelbyville. I examined real Y.Music data to test hypotheses and compare the behavior of users in these two cities.

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

Last synced: 18 May 2026

https://github.com/niniola-creator/niniola-creator

This is a repository that I have created to show my skills, share my projects and track my progress in my data science/web development journey.

bootstrap5 css3 data-analysis data-science data-visualization database html5 javascipt javascript matplotlib pandas powerbi python spreadsheets sql

Last synced: 07 Apr 2026

https://github.com/amr-yasser226/interactive-sales-analytics-dashboard

An interactive web-based dashboard for visualizing multinational electronics sales data. This project for the DSAI 203 course integrates a Python/Flask backend with an amCharts frontend to provide dynamic insights into product revenues, sales distribution, and employee statistics across different countries.

am5charts amcharts business-intelligence css dashboard data-analysis data-analytics data-visualization flask html javascript python sqlalchemy sqlite web-application

Last synced: 13 Apr 2026

https://github.com/namratagulati/tweets_analysis

This repository focuses on sentiment analysis of Twitter data using Python, Natural Language Processing (NLP), and the Natural Language Toolkit (NLTK). The goal is to extract valuable insights from social media discussions, such as word frequency, hashtag trends, and sentiment patterns.

analysis data-analysis natural-language-processing nlp-machine-learning nltk-corpus nltk-python sentiment-analysis twitter-sentiment-analysis

Last synced: 07 Aug 2025

https://github.com/gagan8605/zepto_sql_analysis

This project explores and analyzes the inventory data of Zepto, a rapidly growing 10-minute grocery delivery platform in India. The dataset contains over 3,000+ SKUs across key product categories such as Fruits & Vegetables, Dairy, Beverages, Packaged Foods, and more. The analysis was performed using PostgreSQL, covering both data cleaning and bus

cleaning-data data-analysis database-management postgresql sql

Last synced: 16 Jul 2025

https://github.com/progati00/marketing-mix-modeling-mmm-for-marketing-budget-optimization

A Marketing Mix Modeling (MMM) project using Python to analyze channel performance, calculate ROI, and simulate marketing budget changes for better business decisions. Includes a trained Linear Regression model, ROI analytics, and a Flask API for revenue prediction.

api budget-optimization data data-analysis data-science ecommerce eda flask jupyter-notebook linear-regression machine-learning marketing-analytics marketing-mix-modeling python roi-analysis vscode

Last synced: 14 Apr 2026

https://github.com/shrutiijoshi/airbnb-listing-reviews

Airbnb is an online marketplace that connects people who want to rent out their homes with travelers seeking accommodations.

data-analysis matplotlib-pyplot pandas-python python seaborn

Last synced: 17 May 2026

https://github.com/v41bh4vr4jput/data-analysis-with-python

This repository is a comprehensive collection of data analysis projects and tutorials using Python's most powerful libraries: NumPy, Pandas, Seaborn, and Matplotlib. It is designed to help you explore, clean, visualize, and analyze data efficiently.

api data data-analysis data-visualization matplotlib numpy pandas python sakila-db seaborn

Last synced: 09 Apr 2026

https://github.com/cosmoduende/r-ggcats

StrangeR things: Adding… Cats? to your plots on R. How to analyze and visualize data with the help of funny cats with the ”ggcat” package.

data-analysis data-analytics data-science data-visualisation data-visualization data-viz dataviz ggcats r-language r-library r-package r-programming r-scripts r-studio rstats rstudio

Last synced: 22 Jul 2025

https://github.com/gmasson/datadash

DataDash é uma biblioteca JavaScript e CSS para criar dashboards interativos, para visualização de dados dinâmicos em páginas web.

dashboard dashboard-application dashboards data-analysis data-science data-visualization javascript

Last synced: 08 Aug 2025

https://github.com/a19xys/dm-csgo_analysis

Analysis to address the most important aspects of the knowledge discovery process from data.

data-analysis data-mining data-science dataset jupyter-notebook python

Last synced: 18 May 2026

https://github.com/datalopes1/bankabc_churn

Neste projeto será realizado o processo de EDA (Exploratory Data Analysis) com foco na análise de Churn a partir do datas ser Bank Customer Churn Dataset, que pode ser encontrado no Kaggle e disponibilizado por Gaurav Topre.

churn-analysis data-analysis data-science eda python

Last synced: 18 May 2026

https://github.com/viper373/lol-dataanalytics

腾讯游戏-英雄联盟赛事20/21/22年数据综合分析预测

crawler-python data-analysis jupyter-notebook lol python spider

Last synced: 15 Jul 2025

https://github.com/vishnu-vamshii/layoffs-data-analysis-in-sql

This project focuses on the cleaning and exploratory analysis of a dataset containing layoff information. It includes data deduplication, standardization of columns, handling null and blank values, and analyzing layoffs by company, industry, country, and date. Various SQL queries are used to explore trends and patterns in layoffs over time.

data-analysis eda mysql

Last synced: 15 Jul 2025

https://github.com/hosseinkarimi128/zed-one

An AI-powered assistant that analyzes CSV data using natural language queries to generate pandas code and visualizations.

ai-data-analysis automated-pandas automated-pandas-queries csv data-analysis fastapi langchain machine-learning matplotlib nlp openai pandas restful-api summarization visualization-tools

Last synced: 07 Apr 2026

https://github.com/jarrarshahid/nutrition-calculator

Simple python app to calculate nutritions in everyday meals.

data-analysis health json jupyter-notebook logic-programming python

Last synced: 15 Jul 2025

https://github.com/1adityakadam/carnegie-classifications-ancestry-grid

A concise, interactive tool for exploring the historical lineage of U.S. higher education institutions using Carnegie Classification data from 1973–2021.

dash data-analysis html javascript pandas python

Last synced: 25 Jun 2025

https://github.com/miusarname2/proyectos-final-analitica-de-datos

Welcome to the repository where the magic of data analytics comes to life! This is the result of our effort and creativity in the subject of data analysis at the Universidad Cooperativa de Colombia (UCC). Here we keep everything we did to analyse data, draw cool conclusions and solve the workshop we were given. 🎯📊

data-analysis data-science data-visualization pip python

Last synced: 15 Jul 2025

https://github.com/andersoncrs/analisis-de-texto-tweets

En este proyecto exploro el análisis de texto de tweets para descubrir tendencias, opiniones y temas relevantes en redes sociales. Usando herramientas de procesamiento de lenguaje natural, convierto grandes volúmenes de mensajes en información clara y visualmente atractiva.

data-analysis data-visualization eda text-mining

Last synced: 21 Jul 2025

https://github.com/artemzarubin/xml-document-processor

XML processing tool using the Strategy design pattern.

csharp data-analysis data-transformation design-patterns strategy xml

Last synced: 21 Jul 2025

https://github.com/BingyanStudio/github-analyzer

锐评一下你都在 GitHub 写了什么

data-analysis github llm reports selfhosted typescript

Last synced: 12 May 2025

https://github.com/1adityakadam/Carnegie_classifications_website

A comprehensive data analytics platform analyzing 50+ years of U.S. higher education trends through interactive visualizations and historical institution tracking.

css data-analysis html javascript python ui-design web-development

Last synced: 25 Jun 2025

https://github.com/nadamarei/data-analyzer

The Qualitative Data Analysis Tool is a powerful Streamlit application designed for researchers to analyze word frequencies in corporate documents. This tool processes PDF reports, identifies target words and their contextually relevant synonyms, and generates comprehensive reports with document statistics, summary analysis, and per-file breakdowns

data-analysis data-visualization python-3 streamlit

Last synced: 18 May 2026

https://github.com/rohansoni45/movie-recommendation-system

This project is a Content-Based Recommender System that suggests movies to users based on their preferences and watched history. The system leverages cosine similarity to find and recommend movies similar to a selected title. It is built using Python and libraries like Pandas, NumPy, and Scikit-learn.

content-based-filtering cosine-similarity data-analysis data-science machine-learning numpy pandas python recommender-system render scikit-learn

Last synced: 17 Apr 2026

https://github.com/teja-1403/ignosis-tech-ml-assignment

Analysis of transaction data to identify the most profitable products and key customer segments, providing insights for targeted marketing strategies.

customer-segmentation data-analysis data-visualization machine-learning marketing-strategy python

Last synced: 02 May 2026

https://github.com/amishidesai04/emergency-calls-data-analysis-project

Welcome to the Emergency Calls Data Analysis project repository. This project is dedicated to extracting, processing, and visualizing data from the "Emergency – 911 Calls, Montgomery County" dataset, sourced from Kaggle. The main objective is to analyze trends in emergency calls in Montgomery County, Pennsylvania, spanning multiple years.

analysis data-analysis data-extraction data-processing data-science data-visualization numpy pandas python seaborn

Last synced: 02 May 2026

https://github.com/fatihilhan42/spotify-songs-recommendations-system_with_python

We developed a song recommendation system for the user with the data we received from our Spotify song dataset. Data set and other applications are given in the description. Have a nice day.

data-analysis data-science data-visualization jupyter-notebook python recommendation-engine recommendation-system

Last synced: 02 May 2026

https://github.com/dissorial/prx21_erikz

Analysis of self-tracked data: interactive visualizations & predictive algorithms

analytics data-analysis data-science data-visualization machine-learning matplotlib pandas python python3 visualization

Last synced: 02 May 2026

https://github.com/benzerinsio/breastcancer-eda

📊 Análise Exploratória de Dados (EDA) - Câncer de Mama | Exploração de características clínicas para identificar padrões e relações no diagnóstico de câncer de mama.

analise-de-dados analise-exploratoria analise-exploratoria-de-dados data-analysis data-visualization diagnosis eda exploratory-data-analysis health-care medical-data python seaborn

Last synced: 02 May 2026

https://github.com/inevolin/multivariate-data-analysis

Showcases of modern multivariate & multidimensional data analysis in industrial and high-tech settings.

analytics data-analysis data-science data-visualization javascript

Last synced: 09 Jun 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/monteirooscar98/tarifas-publicas-sp-dieese

Extração de dados através de WebScraping no site do Dieese e Analise em relação as Tarifas Públicas do Município de São Paulo.

data-analysis data-visualization python webscraping

Last synced: 03 May 2026

https://github.com/rohitinu6/tesla-price-prediction

A machine learning project that predicts future stock price movements using Logistic Regression, SVC, and XGBoost with engineered financial features.

data-analysis data-visualization feature-engineering financial-analysis logistic-regression machine-learning matplotlib python scikit-learn seaborn stock-market stock-price-prediction support-vector-machine time-series xgboost

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/vipulbunny/restaurant-insight-analysis

A comprehensive data analysis project exploring restaurant ratings, locations, and customer sentiments. This project includes data preprocessing, descriptive analysis, geospatial mapping, sentiment analysis, and price-rating correlations using Python and visualization tools.

data-analysis data-preprocessing data-visualization folium geospatial geospatial-analysis geospatial-visualization machine-learning nlp pandas python restaurant-insights seaborn sentiment-analysis

Last synced: 03 May 2026

https://github.com/codeslash21/tmdb_data_analysis

We analysed TMDB dataset which contains around 11000 movies details. We analyzed to find some interesting facts about the dataset.

data-analysis data-visualization matplotlib nanodegree-project numpy pandas python tmdb-movie

Last synced: 03 May 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/syed-m-nofel/python-data-science-fundamentals

Python notebooks for data manipulation (Pandas/NumPy) and API workflows – from basics to practical examples.

api beginner-friendly data-analysis data-science http-requests jupyter-notebook numpy pandas pandas-dataframe python tutorial

Last synced: 03 May 2026

https://github.com/ggarciajavier/udacity-dalf-project4-identify-fraud-enron-email

Work performed for the 4th project of the Udacity Data Analyst Nanodegree: machine learning classifier for identifying fraud in Enron email corpus.

data-analysis data-science machine-learning nlp-machine-learning python python27

Last synced: 03 May 2026

https://github.com/nurulashraf/logistic-regression-loan-prediction

Loan approval prediction using logistic regression based on applicant data, including income, credit history, and property details, after data preparation and feature engineering.

data-analysis data-science loan-prediction logistic-regression machine-learning predictive-modeling python sklearn

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/iguptashubham/ev-market-exploration

So, market size analysis is a crucial aspect of market research that determines the potential sales volume within a given market

data-analysis data-analysis-projects data-science-project forecast projects python

Last synced: 03 May 2026

https://github.com/syarwinaaa09/analyzing-crime-in-los-angeles

Exploratory data analysis of Los Angeles crime data with insights on temporal patterns, locations, and age demographics.

crime-data data-analysis eda los-angeles pandas public-safety python visualization

Last synced: 03 May 2026

https://github.com/bpkaur/whats-in-a-name

Exploring dataset of first names of babies born in the US in order to uncover interesting stories

data-analysis datacamp numpy pandas python3

Last synced: 04 May 2026

https://github.com/samruddhi3012/screen-time-analysis

Hi! This repo demonstrates a python project on Screen Time Analysis.

data-analysis data-visualization python

Last synced: 04 May 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/nickenshidqia/uber-new-york-data-analysis

Analyze Uber pickups on New York to get insight from this data

data-analysis data-analyst exploratory-data-analysis python

Last synced: 04 May 2026

https://github.com/fatihilhan42/the-office-eda

Data analysis study of my favorite sitcom, The Office (US).

data-analysis data-science data-visualization fatihilhan office python sitcom

Last synced: 04 May 2026

https://github.com/soham7998/data-analysis-projects

My Data Analysis Projects which are completed by me and gain a hands on Experience from each project. the project showcase different Concepts , Visualization and many things.

data data-analysis data-science machine-learning nlp python soham visualization

Last synced: 04 May 2026

https://github.com/damisparks/become_data_analyst

Are you new to Data Analysis ? Here you will find simple notebook that will help through your journey. These are personal projects I work on and still working.

data data-analysis data-visualization matplotlib numpy pandas-tutorial

Last synced: 04 May 2026

https://github.com/ibrahimm7004/supermarket-sales-analysis

This project focuses on Data Mining techniques to gather inisights about customer behaviour regarding Supermarket Sales. Includes: Association Rule Mining, Temporal Patterns in customer behavior, Sequential Pattern Mining, Classification, Regression, and Outlier Detection.

apriori association-rules data-analysis data-mining data-science data-visualization fpgrowth python sales-analysis supermarket-sales

Last synced: 04 May 2026

https://github.com/sweta-kaundilya/python_for_data_analysis

Learning Python and all the relevant libraries in python for Data field.

cufflinks data-analysis data-science matplotlib numpy pandas plotly python seaborn

Last synced: 04 May 2026

https://github.com/fatihilhan42/book-recommendation-system-with-python

In this project, we are making a book recommendation system that recommends similar books according to the genres or ratings that the user enters, using a large book dataset. The link of the dataset is given below. Happy reading...

books data-analysis data-science data-visualization kaggle python recommendation-engine recommendation-system

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/jatin-mehra119/flight-price-prediction

This study aims to analyze flight booking data from "Ease My Trip" website, using statistical tests and linear regression to extract insights. By understanding this data, valuable information can be gained to benefit passengers using the platform.

data-analysis datacleaning datavisualization machine-learning preprocessing-data python sklearn-pipeline sklearn-regression-algorithm streamlit-webapp

Last synced: 04 May 2026

https://github.com/ljadhav25/logistic-regression-data-science-

Logistic regression estimates the probability of an event occurring, such as voted or didn’t vote, based on a given data set of independent variables.

data-analysis data-science data-visualization logestic-regression machine-learning

Last synced: 04 May 2026

https://github.com/saitoxu/data-analysis-workspace

Docker image for data analysis

data-analysis docker python

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/vara-co/crowdfunding_etl

ETL Mini Project based on a Crowdfunding Database, using CRUD operations. SQL, Postgres, and an ERD.

data-analysis database datacleaning erd erdiagram etl jupyter-notebook postgres postgresql regex schema sql

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/rtlich/sap-sustainable-management

Project for the ERP & BI course at Esprit School of Engineering. It optimizes resource and operations management in an agri-food company using SAP MM & PM, focusing on sustainability, CO₂ reduction, and predictive maintenance.

angular business-intelligence data-analysis flask machine-learning ocr powerbi python sql-server talend

Last synced: 05 May 2026

https://github.com/13anush/python-libraries-

A collection of essential Python libraries—NumPy, Pandas, Matplotlib, and Seaborn—perfect for anyone starting out in data analysis.

data-analysis matplotlib numpy pandas python seaborn

Last synced: 05 May 2026

https://github.com/zafir100100/cancer-stage-prediction

This code predicts cancer data using various regression models, calculates their average R-squared scores, and prints the best model.

cross-validation data-analysis data-preprocessing decision-trees gradient-boosting linear-regression machine-learning-algorithms numpy pandas random-forest regression scikit-learn

Last synced: 05 May 2026

https://github.com/cicku/en.650.672

HW of EN.650.672

analytics data-analysis numpy pandas

Last synced: 05 May 2026

https://github.com/pcanadas/weather_scraper

Este proyecto automatiza la recopilación y el procesamiento de datos meteorológicos históricos y previsionales. Utiliza Selenium para extraer información de sitios web de clima, procesa los datos con Pandas y los almacena en archivos CSV limpios. Es ideal para análisis climáticos, visualización de datos o integración en otros sistemas.

beautifulsoup data-analysis pandas python selenium

Last synced: 05 May 2026

https://github.com/akash-47-tank/personalized-e-commerce-review-summarizer

Personalized E-commerce Product Review Summarizer: A Streamlit app that summarizes product reviews (e.g., from a CSV) using T5-small and tailors summaries to user preferences (price, durability, etc.) with NLP and lightweight ML.

data-analysis e-commerce machine-learning nlp personalization portfolio python scikit-learn sentiment-analysis streamlit t5 transformers web-app

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/meinhere/dicoding-analisis-data

Submission Analisis Data dengan tema E-Commerce Streamlit App

data-analysis data-mining e-commerce python streamlit

Last synced: 05 May 2026

https://github.com/benjaminrose/data-analysis-book

A Jupyter Book for my Spring 2025 PHY 5381 class on Data Analysis

book data-analysis data-science data-visualization jupyter-book open-book python r statistics-course

Last synced: 06 May 2026

https://github.com/ryuzen6/bangalore-real-estate-price-prediction

This is a Data Science Project which predicts the cost of Real Estate in Bangalore. Requirements: Jupyter Notebook (for Data Cleaning and creating the Linear Regression using various python libraries) , Pycharm (python IDE for creating Python Flask Server), Visual Studio Code (to create the UI with HTML, CSS and Javascript).

css3 data-analysis data-science html5 javascript jupyter-notebook machine-learning python3

Last synced: 06 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 155 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 301 Machine Learning 242 R 241 文本数据和NLP 190 Reading corner 189 Python 168 📑 Paper List 160 Rust 144 数据可视化 134 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 104 ⚡ Productivity 101 超参数优化和AutoML 100 🧠 AI Applications & Platforms 96 Tutorials 94 🐍 Python 91