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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/banner-19/extraction-and-analysis-of-text

The objective is to analyze text content from a list of URLs. This involves extracting article titles and text, then performing natural language processing to generate metrics like sentiment, readability, and word usage. Finally, the results are stored for further analysis or visualization.

data-analysis data-analytics data-science nlp nltk python3 text-analysis text-extraction

Last synced: 03 May 2026

https://github.com/farrelfaricaf/exploratorydataanalyst---titanic

This project analyzes the Titanic dataset using exploratory data analysis (EDA) and visualization techniques to identify survival patterns. The goal is to understand how demographic factors like gender and age influenced survival rates during the 1912 disaster.

data data-analysis data-science data-visualization eda python titanic-dataset

Last synced: 31 Jul 2025

https://github.com/ayeshathoi/simulation-sessional-412

Simulation of SSQS, Inventory System, Transient State, PERT, Monte Carlo Alo etc.

data-analysis excel inventory-system monte-carlo python simulation ssqs triangle-distributions

Last synced: 31 Jul 2025

https://github.com/johannaschmidle/netflix-subscription-analysis

Examined Netflix subscription data to understand market behaviour, predict future trends, and identify consumer preferences. [SQL, Tableau]

data-analysis data-cleaning data-trend data-visualization netflix

Last synced: 05 Mar 2026

https://github.com/ribin-baby/the-sparks-foundation-data-science-internship

This repository contains tasks and solutions assigned as part of internship program. This repository contains workbooks on data analysis and model building parts.

data-analysis eda python3

Last synced: 16 Apr 2026

https://github.com/karencofre/riesgorelativo-lookerstudio

proyecto de análisis de datos y análisis perdicitvo en looker studio y google colab

bigquery data-analysis data-science machine-learning matplotlib python sklearn sql

Last synced: 03 Jan 2026

https://github.com/noor188/preswald-data-app

A data app to visualize and manipulate the graduate admission dataset

data-analysis data-visualization open-source

Last synced: 04 Jul 2025

https://github.com/kingflow-23/association-matching

Recherche et Structuration d'Opportunités de Financement pour les Associations

association data-analysis data-engineering excel fondation pyqt5 python webscraping

Last synced: 07 Apr 2025

https://github.com/nathadriele/ifood-data-governance-pipeline

Este projeto demonstra uma solução completa de Data Governance com foco em qualidade, rastreabilidade, segurança e conformidade com LGPD. Utiliza tecnologias modernas como Streamlit, Airflow, dbt e Pydantic para implementar um ecossistema funcional e interativo com dashboard de governança de dados.

airflow dashboard data-analysis data-catalog data-engineering data-governance data-quality data-visualization dbt ifood lgpd matplotlib numpy observability-data pandas pipeline pyspark redis seaborn streamlit

Last synced: 02 Apr 2026

https://github.com/ruajean/netflixmoviescraper

🎬 A powerful tool for gathering movie data and user reviews from FilmAffinity's Netflix category. This script scrapes movie details and iterates through user reviews, saving structured information to a CSV file for analysis. Ideal for insights into user sentiments and movie popularity on FilmAffinity.

data-analysis data-visualization dataset jupyter-notebook python scraping

Last synced: 17 Apr 2026

https://github.com/jabercrombia/video-game-data

This project integrates FastAPI as the backend and Next.js as the frontend to create a full-stack web application. It processes and displays vides game sales data, enabling seamless API communication while maintaining a scalable and efficient architecture.

data-analysis nextjs nintendo playstation python typescript video-game

Last synced: 02 Apr 2026

https://github.com/vladstudennikov/diabetes-prediction-app

ML-powered web app built with Laravel and Vue.js to predict diabetes risk based on users' daily habits and behavior

cypress data-analysis diabetes-prediction fastapi inertiajs laravel matplotlib medicine ml pandas php scikit-learn seaborn vuejs

Last synced: 08 Apr 2026

https://github.com/nathadriele/transaction_fraud_prevention_pipeline

Uma solução de detecção e prevenção de fraudes em transações financeiras, combinando Machine Learning, regras de negócio e análises estatísticas avançadas. O sistema oferece um dashboard interativo para monitoramento em tempo real, análise de dados e gestão de alertas de fraude.

data-analysis data-visualization docker fraud-prevention machine-learning matplotlib numpy pandas pipeline pytest python scikit-learn scipy seaborn streamlit tensorflow transaction xgboost

Last synced: 10 Apr 2026

https://github.com/dcs-training/r-visualisation-and-stats

This repository contains material from a 8 classes course on Data Visualisation and statistics with R

data-analysis data-visualisation data-wrangling intro-to-programming r statistics

Last synced: 20 Jun 2026

https://github.com/nathaliacosim/migration-patrim

Automação para extração, conversão e migração de dados patrimoniais para o sistema patrimônio cloud da betha sistemas. O projeto garante um fluxo estruturado e seguro de transferência de informações, utilizando C# (.NET Framework), PostgreSQL e integração via API.

conversion-tool data-analysis data-conversion data-transformation dotnet dotnet-code dotnet-console-app migration-tool

Last synced: 17 Apr 2026

https://github.com/royungar/sql_chicago_data_analysis_project

SQL-based data analysis project using SQLite, pandas, and Jupyter SQL magic commands. Analyzes crime, school, and census data from Chicago to explore socioeconomic patterns using filtering, joins, aggregation, and subqueries.

aggregation census-data chicago crime-data data-analysis data-engineering education-data ibm jupyter-notebook pandas sql sqlite subqueries

Last synced: 04 Jun 2026

https://github.com/tyriek-cloud/nyc-mobility-survey-analysis

An end-to-end data engineering project in which five NYC DOT datasets were modified in an ETL process and analyzed for insights.

aws aws-athena aws-glue aws-glue-crawler aws-quicksight aws-s3 data-analysis data-engineering etl-pipeline json python

Last synced: 09 May 2026

https://github.com/royungar/automotive_sales_insights_dashboard

Data visualization project analyzing automotive sales, recalls, and customer sentiment using IBM Cognos Analytics. Features KPIs, treemaps, heatmaps, and advanced visual storytelling techniques.

automotive-industry business-intelligence cognos-analytics csv customer-sentiment dashboard data-analysis data-engineering data-visualization eda excel heatmap ibm kpi recall-analysis sales-data treemap

Last synced: 04 Jun 2026

https://github.com/naso7y/twitter-sentiment-analysis

Classifies airline-related tweets as positive, negative, or neutral using machine learning and NLP.

data-analysis machine-learning nlp sentiment-analysis

Last synced: 29 Jul 2025

https://github.com/sevilaymuni/project-no.3-seaborn-plots

Pandas and Seaborn Mediated Comprehensive Analysis on Differentiated Thyroid Cancer

data-analysis data-structures data-visualization mathplotlib pandas python seaborn

Last synced: 18 Apr 2026

https://github.com/yash22222/literacy-exploration-analysis

Delve into India's literacy landscape through data analysis. Uncover regional disparities, high/low literacy states & gender imbalances.

csv data-analysis data-visualization government-data india literacy literacy-analysis states

Last synced: 29 Jul 2025

https://github.com/pawlo77/airline-performance-data-analysis

Preprocessing of structured data - part of IAD study program, Faculty of Mathematics and Information Science, Warsaw University of Technology

data-analysis data-science visualization

Last synced: 10 May 2026

https://github.com/awanraskall/retail-demand-analysis

Data analysis of retail meal orders, fulfillment centers, and product demand using Python

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

Last synced: 18 Apr 2026

https://github.com/nishanthmuruganantham/football-player-wages-eda

This repository uses Python for analyzing football player data, focusing on various aspects such as player positions, league distributions, wages, and the relationship between player age and appearances. It includes visualizations generated using Plotly to provide insights into the dynamics of football player demographics and performance.

data-analysis data-science data-visualization eda football football-analytics football-data kaggle kaggle-dataset pandas plotly python

Last synced: 18 Apr 2026

https://github.com/jayavarshini-jayakumaran/nba-exploratory-data-analysis

A data analytics project that explores NBA game and player data using Python and Power BI. Features data preprocessing, EDA, feature engineering, and an interactive dashboard for visualizing team and player performance trends.

data-analysis data-visualization exploratory-data-analysis powerbi python3

Last synced: 20 Jun 2026

https://github.com/mi7773/advanced_sql_data_analytics_project

A hands-on SQL project simulating data analysis using fact and dimension tables, covering trends over time, cumulative metrics, performance breakdowns, segmentation, and reporting via SQL.

analytics business-analytics business-intelligence data data-analysis data-analyst data-analytics database query reporting sql sql-queries sql-query sql-server window-functions window-functions-in-sql

Last synced: 18 Apr 2026

https://github.com/monish-nallagondalla/algerian_forest_fires

This project predicts forest fires in Algeria using machine learning models . The dataset includes various meteorological and environmental features such as temperature, humidity, and wind speed. The app cleans the data and builds models to predict the likelihood of forest fires based on historical data and environmental conditions.

data-analysis data-science datacleaning flask forest-fire-prediction machine-learning meteorological-data python regression-models ridge-regression

Last synced: 09 May 2026

https://github.com/robinmillford/sales-metrics-dashboard-streamlit

This Streamlit dashboard provides an interactive and comprehensive analysis of customer behavior, regional sales trends, and revenue insights. The dashboard enables businesses to identify key performance metrics, customer segments, and revenue drivers, supporting data-driven decision-making.

dashboard data-analysis data-visualization duckdb sales-analysis sales-dashboard streamlit-dashboard

Last synced: 19 Apr 2026

https://github.com/robertochiosa/automatic-powerpoint-report-rmd

Automatically generate good looking powerpoint presentations from a csv dataset

data-analysis data-science medium medium-article python r

Last synced: 19 Apr 2026

https://github.com/rohitblaze10/survey_monkey_analysis--using-ipython

This data analysis project focused on extracting insights from survey responses. It involves data cleaning, merging, and transformation using iPython (Pandas,OS) and SQL. The goal is to identify trends and patterns in survey data for better decision-making.

data-analysis ipynb ipython-notebook

Last synced: 28 Jul 2025

https://github.com/vyjayanthipolapragada/data_analytics_medical_appointments

Analyzing the data set which consists of medical appointments to draw insights about patient's no-show scenarios

data-analysis data-analytics data-cleaning data-visualization data-wrangling jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 19 Apr 2026

https://github.com/edwinrlambert/exploring-airbnb-market-trends

Dive into NYC's Airbnb market trends through detailed analysis of listings data, including prices, types, and review dates. This is a DataCamp project.

airbnb data-analysis jupyter-notebook market-trends python

Last synced: 19 Apr 2026

https://github.com/montanaz0r/suicide-rate-analysis

Testing a significance of the correlation between a suicide rate and a number of psychiatrists and psychologists working in the mental health sector

analysis correlation data data-analysis data-science jupyter-notebook jupyter-notebooks matplotlib numpy pandas psychology python python-3 seaborn statistics suicide-rate

Last synced: 20 Apr 2026

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

A content-based movie recommendation system built using Python. The system processes movie data, extracts relevant features, and provides recommendations based on user preferences

content-based-recommendation data-analysis jupyter-notebook machine-learning pandas python streamlit

Last synced: 20 Apr 2026

https://github.com/sarthakmishraa/bike_rental_predictor

Bike Sharing Dataset : This dataset contains the hourly and daily count of rental bikes between years 2011 and 2012 in Capital bikeshare system with the corresponding weather and seasonal information.

data-analysis machine-learning python xgboost

Last synced: 20 Apr 2026

https://github.com/smohanta23/ev-trendanalytics-24

This Tableau project analyzes EV adoption trends using data up to May 2024. Visualizations cover growth, geography, market share, CAFV eligibility, and consumer preferences, supporting data-driven decisions with detailed drill-downs. Data is meticulously cleaned, offering stakeholders valuable insights into EV market dynamics and trends for future.

business-intelligence data-analysis data-engineering electric-vehicles feature-engineering kpianalysis predictive-analytics tableau trendanalysis

Last synced: 27 Mar 2026

https://github.com/tbep-tech/seagrass-analysis

Materials for assessing coverage changes and analysis of drivers of change for Tampa Bay seagrass

dashboard data-analysis seagrass tampa-bay water-quality

Last synced: 19 Feb 2026

https://github.com/profasem/logistics-performance-analysis

Power BI dashboard analyzing logistics performance, delivery delays, carrier efficiency, and regional risk.

business-intelligence dashboard data-analysis logistics powerbi python supply-chain

Last synced: 21 Apr 2026

https://github.com/tkhoa2711/twitter-hate-speech

Hate speech detection on Twitter

data-analysis python twitter

Last synced: 28 Jul 2025

https://github.com/meerantajalli/networksecuritydefense

This Network Security defense systems acts as an indicator against SMP Floods, UDP Floods, ICMP Floods. This model is trained using packets from wireshark and can easily differentiate between normal network traffic and traffic that has been targetted on the machine by an attacker using the rate of packets transfer and using the source IP.

anomaly-detection classification cyber-security data-analysis ddos-detection icmp-flood intrusion-detection machine-learning network-security packet-analysis python random-forest security smp-flood udp-flood wireshark

Last synced: 21 Apr 2026

https://github.com/danpoynor/data-analysis-spotify-songs-2010-2019

Spotify data analysis for songs between 2010 and 2019 using Jupyter Notebooks including pandas and Seaborn plots.

data-analysis jupyter-notebook matplotlib pandas-dataframe python3 seaborn-plots spotify

Last synced: 22 Apr 2026

https://github.com/kgelli/apple-data-analysis---apache-spark

Modular ETL pipeline for analyzing Apple product purchase patterns using Apache Spark on Databricks with factory design patterns.

apache-spark data-analysis databricks delta-lake etl-pipeline factory-pattern pyspark

Last synced: 22 Apr 2026

https://github.com/rajesh9943/sentiment-analysis-of-consumer-opinions-on-amazon-products

Developed a comprehensive Sentiment Analysis System aimed at classifying Amazon product reviews into positive, neutral, and negative sentiments. The project leveraged advanced Natural Language Processing (NLP) techniques alongside machine learning algorithms to deliver accurate and actionable insights from customer feedback

amazon data-analysis data-manipulation data-preprocessing data-presentation data-visualization machine-learning nlp nlp-library nltk product-reviews-analysis sentiment-analysis sklearn-library word-cloud-generator-in-python-3

Last synced: 05 Jun 2026

https://github.com/kgotsosm/epl-analysis

Preparing data for machine learning algorithms to predict English Premier League match winners.

data-analysis data-cleaning data-modeling

Last synced: 22 Apr 2026

https://github.com/ayushi-gajendra/restaurant-order-analysis-sql

End-to-end SQL analysis of 12,266 restaurant transactions to identify high-performing menu items, revenue concentration, bulk ordering behavior, and strategic growth opportunities.

analytics-portfolio business-intelligence case-study customer-segmentation data-analysis data-analytics database-analysis menu-engineering mysql revenue-analysis sql sql-project

Last synced: 05 Jun 2026

https://github.com/floffah/my-listening

Various ways to analyse your Spotify extended streaming history data

convex data-analysis listening-history spotify

Last synced: 23 Apr 2026

https://github.com/al-ogr/sf_pr1_job_analysis_hh

SkillFactory DataScience PROJECT-1. Анализ резюме из HeadHunter

data-analysis data-science ipynb plotly python

Last synced: 23 Apr 2026

https://github.com/thc1006/nycu_timtable_crawler

🎓 NYCU Course Data Crawler & Timetable System | 國立陽明交通大學課程爬蟲與選課系統 - Python web scraper for course schedules, syllabi & educational data analysis. Crawls 18K+ courses with 98% success rate. Features: interactive timetable, JSON API, Google Colab support, batch processing, resume capability.

academic course course-selection crawler data-analysis education educational-data google-colab json-api nycu open-data python schedule student-tools syllabus taiwan timetable university web-automation web-scraping

Last synced: 24 Apr 2026

https://github.com/datalopes1/bank_marketing

Este projeto será baseado no Dataset Bank Marketing encontrado na UC Irvine - Machine Learning Repository e disponibilizado por S. Moro, R. Laureano e P. Cortez

data-analysis data-science data-visualization eda python

Last synced: 24 Apr 2026

https://github.com/voidnire/redditviralmysteryposts

Análise de posts de subreddits de mistério. O que define um post viral neste tipo de sub?

data-analysis data-visualization mysteries mystery nlms python-3 reddit

Last synced: 24 Apr 2026

https://github.com/yuvrajsaraogi/-iris-flower-classification

Iris flower has three species; setosa, versicolor, and virginica, which differs according to their measurements. Now assume that you have the measurements of the iris flowers according to their species, and the task is to train a machine learning model that can learn from the measurements of the iris species and classify them.

classification data data-analysis data-science data-visualization flower flower-classification iris iris-classification iris-flower iris-flower-classification knn knn-classification machine-learning machine-learning-algorithms ml natural-language-processing nlp python

Last synced: 24 Apr 2026

https://github.com/shafaq-aslam/predicting-heart-disease-risk-with-logistic-regression-techniques

Develop a predictive model using logistic regression techniques to assess heart disease risk based on patient health metrics and data analysis.

data-analysis heart-disease logistic-regression machine-learning machine-learning-models matplotlib numpy pandas python scikit-learn seaborn

Last synced: 09 Apr 2026

https://github.com/imgabreuw/minicurso-python-para-financas

Mini curso de Python para finanças, disponibilizado por Varos.

data-analysis financial-analysis python

Last synced: 29 Jun 2026

https://github.com/amlanmohanty1/zepto-sql-data-analysis-project

Complete Data Analysis on Zepto Inventory data using SQL

data-analysis database inventory-management postgresql sql zepto

Last synced: 24 Apr 2026

https://github.com/ismielabir/pycsvsummarizer

A lightweight tool to summarize CSV files using various features.

csv data-analysis data-summary python

Last synced: 25 Apr 2026

https://github.com/fbarffmann/belly-button-challenge

Built an interactive JavaScript dashboard to visualize bacterial biodiversity from belly button samples. Analyzed data from 153 participants and identified OTU 1167 as the most common bacteria.

biodiversity dashboard data-analysis data-visualization interactive-charts javascript json plotly

Last synced: 25 Apr 2026

https://github.com/xjwllmsx/hacker-news-engagement

Analyze Hacker News data to reveal which post types and posting hours spark the most discussion, using Python and a reproducible Jupyter notebook.

data data-analysis jupyter python

Last synced: 25 Apr 2026

https://github.com/m-biriulova/python-job-market-analysis

Web scraping, data analysis, and visualization of Python developer vacancies in Czech Republic.

automation beautifulsoup data-analysis data-visualization portfolio-project python selenium web-scraping

Last synced: 25 Apr 2026

https://github.com/sarangs1621/weather-prediction

Weather Prediction Using Machine Learning is a project that leverages machine learning algorithms to predict weather conditions based on historical data. It evaluates three popular ML models (Decision Tree, KNN, and Logistic Regression) and provides performance insights through metrics and visualizations.

data-analysis decision-tree jupyter-notebook knn logistic-regression machine-learning predictive-modeling python scikit-learn weather-prediction

Last synced: 25 Apr 2026

https://github.com/marielachirinosr/hotel-data-analysis

Pandas & Matplotlib Learning Analysis. Repository featuring data analysis projects using Pandas and Matplotlib libraries

data data-analysis matplotlib pandas python

Last synced: 25 Apr 2026

https://github.com/devexpress-examples/winforms-create-a-custom-exporter-for-pivotgridcontrol-with-xtrareport

This example illustrates how to dynamically create a custom report based on PivotGridControl content in WinForms.

data-analysis dotnet pivot-grid pivot-grid-for-winforms winforms

Last synced: 26 Apr 2026

https://github.com/dcs-training/2023-10-22-carpentry-social-science

Go to https://dcs-training.github.io/2023-10-22-Carpentry-Social-Science/ to follow along the material

data-analysis data-visualisation data-wrangling intro-to-programming r

Last synced: 06 Jun 2026

https://github.com/greenpau/esqrunner

Run Elasticsearh queries and create metrics based on the result of the queries in Elasticsearch database.

data-analysis elasticsearch query-builder querydsl

Last synced: 10 May 2026

https://github.com/moshora99/sql-data-warehouse-project

Build modern data warehouse with mysql, Including ETL processes, data modeling and analytics

data-analysis data-engineering data-science database datawarehouse datawarehousing etl scheme sql sql-query sql-server

Last synced: 27 Apr 2026

https://github.com/odinleepro/airbnbnewyorkcityanalysis

AirbnbNewYorkCityAnalysis is a comprehensive data analysis and visualization project exploring short-term Airbnb rental trends across New York City (2008–2022). Using open source Airbnb data, the project combines data cleaning, statistical summaries, and Tableau dashboards to uncover pricing patterns, borough level distribution, and insights.

airbnb analytics-project data-analysis data-cleaning data-science data-visualization new-york-city real-estate-analytics tableau urban-analysis

Last synced: 27 Apr 2026

https://github.com/crazy-dot/covid-19-analysis

This project performs an in-depth analysis and visualization of COVID-19 data, focusing on India and its states/union territories.

covid-19-india data-analysis jupyter-notebook matplotlib pandas python3 seaborn

Last synced: 10 May 2026

https://github.com/garcane/exodus_analysis

This project analyses cryptocurrency transaction data exported from the Exodus wallet. The goal is to explore and visualize the inflows and outflows of assets, the types of transactions, and other key metrics over time.

bitcoin btc crypto cryptocurrencies cryptocurrency data-analysis data-visualization eth ethereum pandas seaborn

Last synced: 27 Apr 2026

https://github.com/hfzdzakii/dicoding-airqualityanalysisdata

This repo is a master submission for my Dicoding Final Project. Air Quality Dataset is being used to fulfill the submission. Feel free to explore and I hope my work give you some insight!

data-analysis data-visualization streamlit

Last synced: 27 Apr 2026

https://github.com/lotfiferaga/hotel-reviews-sentiment-analysis

Efficient Python-driven sentiment analysis for hotel reviews, providing insightful evaluations.

data-analysis data-visualization nlp python

Last synced: 07 Jun 2026

https://github.com/josedanielchg/1990s-netflix-movie-insight

Small exploratory analysis of Netflix movie data from the 1990s. This project is part of the DataCamp Associate Data Scientist in Python program and focuses on filtering, visualizing, and extracting insights from a dataset using Python. Analyze trends in movie durations and count short action films to practice key data science skills!

beginner data-analysis python

Last synced: 27 Apr 2026

https://github.com/l2nce/datamining-study

Introduction to data mining

data-analysis data-mining matplotlib numpy panda

Last synced: 28 Apr 2026

Data analysis Awesome Lists
awesome-R 486 Awesome-Geospatial 1,525 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 90 Environmental-Data-Science 51 Road2R 274 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 393 Table of Contents 375 R 246 Machine Learning 243 Reading corner 196 文本数据和NLP 191 Python 177 📑 Paper List 166 Rust 140 Books 136 数据可视化 134 机器学习框架 128 图像数据与CV 115 Podcasts 110 模型的可解释性 105 Data journalism examples 104 ⚡ Productivity 102 超参数优化和AutoML 100 🧠 AI Applications & Platforms 96 Tutorials 94