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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/yuvrajsaraogi/sales-prediction-using-python

Sales prediction involves estimating future product sales based on factors like advertising spend, target audience, and platform. Businesses rely on data scientists to forecast sales and optimize advertising costs. Machine learning in Python can be used for this task.

data data-analysis data-science data-visualization machine-learning matplotlib natural-language-processing numpy pandas prediction python sales-prediction-using-python sql

Last synced: 19 Apr 2026

https://github.com/rizkipragustono/data_analysis_spark

Exploration: Data Analysis using Spark

apache-spark data-analysis pyspark python spark-sql sql

Last synced: 09 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/nushratjabenaurnima/cse_477_data_mining

A collection of labs, reports, Jupyter notebooks, and project outputs for the CSE 477 Data Mining course. This repository tracks my learning journey through data preprocessing, association rules, clustering, classification, and real-world data analysis with Python.

data data-analysis data-mining data-science google-colab-notebook jupyter-notebook machine-learning python python-3

Last synced: 09 Apr 2026

https://github.com/akhundmuzzammil/energyconsumptionprediction

This repository contains code and resources for training a linear regression model to predict energy consumption based on various building parameters.

data-analysis energy-consumption linear-regression machine-learning python scikit-learn streamlit visualization

Last synced: 18 Apr 2026

https://github.com/danpoynor/data-analysis-of-video-game-sales-2000-2015

This analysis reviews sales for the top 100 video games from the years 2000-2015 to gather insights. Within the notebook I use Python’s Pandas, Matplotlib, and Seaborn libraries to interact with the data and create graphs.

data-analysis jupyter-notebook matplotlib pandas-dataframe python3 seaborn-plots video-game-sales

Last synced: 18 Apr 2026

https://github.com/tsbarr/toronto-open-data

Analysis of Toronto's open data initiatives. 🌆 Exploring Toronto's urban systems through data science 📊 Python-based analyses of public datasets 🔍 Focus on community impact and urban patterns 🎓 Academic rigour meets practical insights 🔄 Regularly updated with new analyses

api-integration civic-tech ckan-api data-analysis data-cleaning data-science data-visualization exploratory-data-analysis jupyter-notebook open-data pandas public-data python tableau toronto urban-analytics

Last synced: 09 May 2026

https://github.com/jordanconallluthaiswright/purchase-behaviour-data-analysis

This project analyzes Black Friday purchase behavior for Company XYZ, uncovering trends by gender, age, and location. Using data cleaning, statistical analysis, and visualization, it evaluates spending patterns, confidence intervals, and category preferences to provide actionable insights for optimizing marketing strategies and targeting.

business-analytics data-analysis jupyter-notebook python

Last synced: 18 Apr 2026

https://github.com/bolshovaelizaveta/covid19_spark_analysis

Учебный проект по дисциплине 'Базы данных для компьютерного зрения'. Разработка аналитической платформы для эпидемиологического мониторинга COVID-19 с использованием Apache Hadoop и Spark

apache-hadoop apache-spark covid-19 data-analysis jupyter-notebook machine-learning medical-imaging pyspark sql

Last synced: 18 Apr 2026

https://github.com/stimulsoft/samples-dashboards.web-for-blazor-webassembly

Blazor WebAssembly (Wasm) samples for Reports.BLAZOR embedded components, Visual Studio C# projects, .NET 6, .NET 7, .NET 8 dashboards tool

blazor client-side converter dashboard data data-analysis data-sources database datagrid designer diagram dimension json net presentation print runtime viewer wasm webassembly

Last synced: 18 Apr 2026

https://github.com/shyamkumarnagilla/ai-powered-forecasting-for-agricultural-productivity

AI Powered Forecasting for Agricultural Productivity is a project that utilizes machine learning to predict crop yields and optimize farming practices. By harnessing historical and real-time data, this model empowers farmers with data-driven insights to enhance productivity and sustainability in agriculture.

data-analysis data-visualization deep-learning flask neural-network

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/dthung1602/goodread-bestbook-prediction

Data analysis - trying to predict the result of Goodreads Choice Adward

data-analysis goodreads pca python r xgboost

Last synced: 20 Apr 2026

https://github.com/anjaliwork20/moodify

Mood-based music recommendation system that considers a user's emotional state to recommend songs, genres, artists and playlists using Machine learning

artificial-intelligence cnn-keras cnn-model convolutional-neural-networks data data-analysis data-science data-structures data-visualization database deep-learning machine-learning machine-learning-algorithms python recommended song songs

Last synced: 20 Apr 2026

https://github.com/xre22zax/roller-coaster

Explore award-winning wood and steel coasters from 2013-2018 Golden Ticket Awards & Captain Coaster, all powered by Python and interactive visualizations.

analytics data-analysis data-visualization pandas python python-lambda python3 visualization

Last synced: 20 Apr 2026

https://github.com/wtbates99/pandas-monday

Python library that provides seamless integration between pandas DataFrames and Monday.com boards. Easily read Monday.com board data into pandas DataFrames with support for subitems, pagination, and column filtering. Built with the Monday.com GraphQL API.

api-wrapper data-analysis data-integration dataframe graphql monday pandas productivity-tools python

Last synced: 20 Apr 2026

https://github.com/anburocky3/cbse-schools-data

Fetch CBSE Schools in seconds and use it for your data projects

cbse data data-analysis data-science grabber nextjs

Last synced: 24 Jun 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/martinkalema/power-distribution-modelling

Power Distribution Modelling for cea and cel algorithms

data-analysis python synthetic-dataset

Last synced: 21 Apr 2026

https://github.com/dlozeve/topological-persistence

Topological persistence diagram (barcode) of a triangulation

data-analysis persistence topology

Last synced: 02 Aug 2025

https://github.com/maddieemihle/home_sales

A PySpark-powered analysis of real estate trends using home sales data. This project explores average prices by year, room configuration, and property features, while demonstrating SparkSQL, caching, and partitioning techniques in a scalable data pipeline—all within Google Colab

apache-spark caching data-analysis googlecolab parquet pyspark sparksql

Last synced: 21 Apr 2026

https://github.com/ashwin331133/powerbi-data_professional_survey_breakdown

This project analyzes survey data from individuals interested in transitioning to the data field. The survey aims to understand their backgrounds, motivations, and the challenges they face. Using Power BI for data visualization, the project provides insights into the demographics and preferences of these aspirants.

data-analysis data-visualization powerbi

Last synced: 03 Jan 2026

https://github.com/robinmillford/optimizing-treatment-plans-through-data-analysis

The primary focus was on understanding customer health, treatment, and associated charges over multiple years.

data-analysis data-visualization healthcare mysql powerbi sql

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/leabrodyheine/california-schools-data-visualization

This front-end project provides interactive visualizations of learning models adopted by California schools during the pandemic. Using D3.js and Mapbox, it dynamically presents data through bar charts, bubble charts, heatmaps, and geographic maps, allowing users to explore trends across school types, sizes, and districts.

d3-visualization d3js data-analysis data-visualization mapbox openai plotly

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/tranngoca5039/bigquery-a5y

📊 Streamline your data analysis with bigquery-a5y, a powerful tool for optimizing BigQuery performance and improving query efficiency.

analytics api big-data bigquery cloud-computing data-analysis data-integration data-management data-pipeline data-visualization data-warehouse google-cloud machine-learning serverless sql

Last synced: 05 Jun 2026

https://github.com/strixion/demoversion_ai

The demoversion of StrixionAI

ai csv data-analysis data-analytics json python txt

Last synced: 24 Apr 2026

https://github.com/henriquetourinho/s.i.g.m.a

Plataforma de busca e análise de arquivos para Linux, com GUI avançada em PySide6 e foco em metadados ricos para investigações profundas.

data-analysis developer-tools file-search metadata open-source pyqt pyside6 python python-brasil qt6 sysadmin-tools

Last synced: 24 Apr 2026

https://github.com/yxuco/ethdecoder

This CLI decodes Ethereum transactions and events, stores results in CouchDB, and then exports customized views to CSV files for data visualization and analysis.

data-analysis decoding ethereum

Last synced: 24 Apr 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

https://github.com/prateek5525/retail-sales-analysis-project

This project involves analyzing retail sales data using SQL to uncover insights into sales patterns, customer behavior, and product performance. It serves as an exercise to develop foundational SQL skills in data exploration, cleaning, and analysis.

data-analysis data-cleaning retail-sales-data sql

Last synced: 03 Jan 2026

https://github.com/mariann95/sql_data_warehouse_and_analytics_project

Building a modern data warehouse with SQL Server, including ETL processes, data modeling, and analytics. This repository also contains a collection of SQL scripts demonstrating various analytical techniques, such as changes over time, cumulative, performance, data segmentation, part-to-whole analysis.

data-analysis data-analytics data-cleaning data-engineering data-lakehouse data-science data-science-portfolio data-warehouse data-warehousing datalake datawarehouse datawarehousing etl etl-job etl-pipeline medallion-architecture sql sql-query sql-server sqlserver

Last synced: 06 Jun 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/master-helix/ibm-data-analyst-certification-stock-analysis-project

This is a mini project repository of my IBM Certification involving stock analysis and plotting of Tesla and GameStop

analytics data data-analysis data-visualization ibm matplotlib pandas python web-scraping

Last synced: 09 May 2026

https://github.com/vishal-bhandary/sql-data-analytics

This repository contains a collection of SQL scripts demonstrating various analytical techniques, such as changes over time, cumulative, performance, data segmentation, part-to-whole analysis.

analytics business-intelligence customer-segmentation dashboarding data-analysis data-reporting data-visualization data-warehouse etl kpi product-analysis sql sql-server star-schema t-sql

Last synced: 02 Aug 2025

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/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/busesimsek/sql-projects

A collection of my SQL projects with insights into real-world datasets.

data-analysis data-analytics mysql sql

Last synced: 07 Jun 2026

https://github.com/edanur-y/laptop-price-prediction-with-regression-models

Comparing the performances of multi-layer perceptron, k-nearest neighbors, random forest, gradient boosting and extreme gradient boosting regression and on laptop data to predict the price.

data-analysis data-transformation feature-importance hyperparameter-tuning python

Last synced: 27 Apr 2026

https://github.com/banyc/dfplot

Summarize a data frame by plotting. `cargo install --git https://github.com/Banyc/dfplot.git`.

csv data-analysis plotly plotting statistics

Last synced: 27 Apr 2026

https://github.com/marvinmarnold/oipm_stop_search

OIPM's analysis on Stop & Search (frisk) activity by the New Orleans Police Department.

data-analysis frisk new-orleans oipm police search stop

Last synced: 22 Jul 2025

https://github.com/rodolfo-brandao/pos-graduacao

[pt-BR] Repositório para armazenar alguns materiais e projetos de cada módulo da minha especialização em Ciência de Dados (2025–2027)

artificial-intelligence data-analysis data-science data-visualization databases deep-learning jupyter linear-algebra machine-learning python r statistics

Last synced: 09 Apr 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

https://github.com/ashwin331133/sql-project--sales-data-analysis--walmart

This SQL-based Walmart data analysis project aims to identify top-performing branches and products, optimize sales strategies using Kaggle's Walmart Sales Forecasting Competition dataset.

data-analysis eda sql

Last synced: 03 Jan 2026

https://github.com/salma-mamdoh/exploring-the-evolution-of-linux-project

My Project to learn the Basics of Analysis on DataCamp

data-analysis datacamp pandas python time-series-analysis

Last synced: 09 May 2026

https://github.com/jovicdev97/financial-loan-datascience-notebook

using numpy and pandas to analyze a synthetic loan dataset with python

data-analysis matlabplot numpy pandas plotting python seaborn

Last synced: 28 Apr 2026

https://github.com/ovuiproduction/tabletalk

TableTalk - Your Data, Your Language Query tabular data using natural language—no SQL required! Upload your data, ask questions, and get instant insights. 🔹 Convert Natural Language to SQL 🔹 Handle Complex Queries & Aggregations 🔹 Upload CSVs for Easy Analysis 🔹 React + Flask + SQLite3 Backend 🔹 Powered by LLMs for Accuracy

ai data-analysis flask llm machine-learning natural-language-processing prompt-engineering react sql sqlite

Last synced: 28 Apr 2026

https://github.com/george-njuguna/spotify-etl-pipeline

This is an ETL pipeline that uses Spotify API , Docker and Airflow

apache-airflow data-analysis docker pipelines python

Last synced: 28 Apr 2026

https://github.com/manalisbhavsar/stock-price-prediction

Stock Price Prediction model using Machine Learning and LSTM to forecast future stock prices based on historical data. Achieved a low error rate of 3.2% by leveraging moving averages and deep learning techniques, ensuring accurate predictions.

data-analysis deep-learning lstm machine-learning matplotlib numpy pandas python

Last synced: 28 Apr 2026

https://github.com/aygp-dr/claude-log-stream

Advanced analytics engine for Claude Code logs with real-time processing capabilities

claude-api clojure data-analysis monitoring

Last synced: 24 Sep 2025

https://github.com/computingvictor/mercadona_agent

Web app to explore supermarket products with advanced filters, search, favorites, and nutritional info. Includes data analysis notebooks for deeper insights.

css data-analysis data-science data-visualization filtering html interactive-ui javascript notebooks nutritional-info pandas product-catalog python supermarket webapp

Last synced: 09 Apr 2026

https://github.com/sdley/cas_pratiques_a_rendre

Exercices pratiques de traitement de données avec python.

data-analysis pandas python

Last synced: 09 May 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/kisaa-fatima/data-visualization-with-tableauleu

Conducted Exploratory Data Analysis (EDA) on the Berkeley Earth Dataset (large scale dataset), which features high-resolution land and ocean time series data. Created interactive dashboards using Tableau to effectively visualize and highlight trends and patterns within the data.

data-analysis data-science exploratory-data-analysis insights python tableau visualizations

Last synced: 29 Apr 2026

https://github.com/prady2309/sales-prediction-using-python

Implemented using Multiple Linear Regression

data-analysis data-science machine-learning python

Last synced: 29 Apr 2026

https://github.com/thanaraklee/pyspark-dataframe-operations

This project focuses on utilizing PySpark DataFrames to analyze and visualize data sourced from external datasets, such as CSV files. It provides a practical example of how to manipulate, transform, and gain insights from large datasets using the PySpark framework.

data-analysis dataframe pyspark python

Last synced: 29 Apr 2026

https://github.com/marcinz20/anomaly-detection-in-credo-dataset

University project, which goal is to build a system, that detects anomalies in CREDO dataset

credo data-analysis data-science encoder-decoder-model jupiter-notebook pca-analysis python3

Last synced: 29 Apr 2026

https://github.com/vanshuchaudhary/zomato

This Jupyter Notebook contains an exploratory data analysis (EDA) of Zomato restaurant data. It includes data cleaning, visualization, and insights into restaurant ratings, pricing, cuisine distribution, and location-based trends.

business-analytics data-analysis data-mining data-science data-visualization datascience matplotlib pandas-dataframe pandas-python python python-3 python-library

Last synced: 29 Apr 2026

https://github.com/mdaffailhami/king_county_home_sales_analysis

This repository contains code and analysis for exploring home sales data in King County, featuring geospatial mapping to visualize trends and factors influencing housing prices, including location, size, and various property features, using Python and popular data analysis libraries.

data-analysis data-science folium-maps geospatial python

Last synced: 29 Apr 2026

https://github.com/fbarffmann/python-api-challenge

Accessed and analyzed real-world weather and location data using Python and public APIs. Automated data collection, cleaned API responses, and visualized geographic trends to support business-ready insights.

api automation data-analysis data-visualization google-places-api mapping openweathermap-api pandas python weather-analysis

Last synced: 10 May 2026

https://github.com/fatihilhan42/starbucks_analysis_turkey_and_world_with_python

In this project, firstly the brands for coffee in the world and then these brands in Turkey were examined. The data from the dataset, which you can find in the repo, was first organized using data cleaning algorithms. These cleaned data were then graphically extracted using data visualization algorithms.

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

Last synced: 29 Apr 2026

https://github.com/mr-dhan/eda-sales-customer-transactions

Dalam dunia bisnis ritel yang kompetitif, pemahaman mendalam terhadap perilaku pelanggan merupakan fondasi penting untuk pengambilan keputusan strategis. Namun, data transaksi pelanggan seringkali berjumlah besar dan kompleks, sehingga memerlukan proses analisis yang efektif untuk mengungkap insight yang berharga.

dashboard data data-analysis data-analysis-python data-science data-visualization eda python

Last synced: 29 Apr 2026

https://github.com/farhad-here/textprepx

A Multilingual Text Preprocessing Tool for English and Persian.

cleantext contractions data-analysis deep-learning emoji nlp nltk opp parsivar regex streamlit text-preprocessing textblob

Last synced: 29 Apr 2026

https://github.com/remram44/apex-legends-ocr-data

Get data from Apex Legends streams using OCR

apex-legends data-analysis video-games

Last synced: 31 Jul 2025

https://github.com/valikmorinko/ecommerce-sales-analysis

Анализ продаж e-commerce: данные, визуализации, аналитические выводы.

data-analysis e-commerce jupyter matplotlib pandas python seaborn

Last synced: 29 Apr 2026

https://github.com/dindagustiayu/data-processing

The digital text book to interpreting characterisation results.

characterisation data-analysis gitbook latex-package myst qualitative-analysis quantitative-analysis

Last synced: 08 Jun 2026

https://github.com/supertetelman/frc-data-analysis

A Collection of R, Matlab, and Bash scripts that were developed in real-time from the stands of a FRC competition. Gathered data from various online sources, parsed it, and ran some basic analysis on it to calculate ratings and make basic match predictions. Results were mad public and hosted live via AWS. Developed as a student teaching tool under poor Internet Connectivity with minimal access to real-time match data.

bash data-analysis matlab r teaching

Last synced: 29 Apr 2026

https://github.com/yimethan/basics-of-data-analysis

2023-2 Basics of Data Analysis

data-analysis numpy pandas python

Last synced: 29 Apr 2026

https://github.com/ahshah322/world-happiness-report-2025

Data analysis and visualization of the World Happiness Report 2025 using Python (pandas, seaborn, matplotlib). Explores how GDP, health, freedom, generosity, and corruption perception influence global happiness.

data-analysis data-science matplotlib numpy pandas python seaborn worldhappiness

Last synced: 29 Apr 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 302 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