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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/asghar-rizvi/eda_student_dataset

This repository contains the results of data analysis and exploratory data analysis (EDA) conducted on the Student_Dataset. The analysis focuses on understanding various factors affecting student grades and visualizing these relationships using Matplotlib and Seaborn.

data-analysis data-analysis-python data-science jupyter-notebook python3

Last synced: 16 Apr 2026

https://github.com/steno-aarhus/mediation-analysis-course

Modern mediation analysis for basic, clinical and epidemiological research in diabetes and endocrinology

data-analysis data-analysis-in-r diabetes diabetes-epidemiology mediation-analysis open-educational-resource

Last synced: 03 Mar 2026

https://github.com/grindelfp/logistic-regression-study

Example of logical regression data analysis and exercise on it.

data-analysis ipynb logistic-regression python

Last synced: 03 Mar 2026

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/lintangwisesa/ujian_analyticsvisualization_jcds07

Panduan Soal Ujian Data Analytics & Visualization Job Connector Data Science batch 7

data-analysis data-science data-visualisation exam

Last synced: 04 Mar 2026

https://github.com/jofaval/melbourne-housing

Data Analysis of the Housing Market in Melbourne, Australia in 2016-2017

data-analysis data-science data-visualization deep-learning google-colab kaggle machine-learning melbourne python xgboost

Last synced: 16 Apr 2026

https://github.com/adrianlardies/feelms_predict_by_emotion

Feelms is a mood-based movie recommendation app that uses collaborative filtering and machine learning to suggest films based on your emotions. Built with Streamlit and powered by AWS, Feelms personalizes each user's experience through simulated interactions and tailored predictions.

aws-ec2 aws-rds data-analysis data-science machine-learning python streamlit

Last synced: 16 Apr 2026

https://github.com/edanur-y/bank-customer-churn-prediction-with-classification-models

Comparing the performances of multi-layer perceptron, decision tree, random forest, gradient boosting and extreme gradient boosting classifications on customer data to predict their status of exiting the bank.

data-analysis data-transformation hyperparameter-tuning python

Last synced: 16 Apr 2026

https://github.com/abhipatel35/gym-performance-analysis

Analyzing gym performance and user engagement in Arizona using Spark SQL, PySpark, and visualization techniques on the Yelp dataset.

apache-spark asu business-insights data-analysis data-processing-at-scale data-visualization dps gym-analysis rating-patterns sql trend-analysis user-insights yelp-dataset

Last synced: 16 Apr 2026

https://github.com/bishopce16/school_district_analysis

The school board requested an analysis on the various performance metrics for the school district.

data-analysis jupyter-notebook numpy pandas python visual-studio-code

Last synced: 16 Apr 2026

https://github.com/kosuri-indu/allaboutolympics

All About Olympics is an interactive dashboard presenting comprehensive data and insights on Olympic Games from 1896 to 2020.

data-analysis pandas plotly python streamlit

Last synced: 16 Apr 2026

https://github.com/samuelson777/titanic-dataset-analysis

Exploratory data analysis of the Titanic dataset, uncovering insights on passenger survival rates based on gender, age, and class. Includes data cleaning, visualization, and findings.

data-analysis data-visualization exploratory-data-analysis kaggle machine-learning matplotlib pandas python seaborn titanic-dataset

Last synced: 16 Apr 2026

https://github.com/ronaessi-28/sales-data-analysis-visualization-project

A comprehensive data analysis and visualization project using Python, Pandas, Matplotlib, Seaborn, and Streamlit. The project explores Superstore sales data to uncover trends, region-wise performance, product category insights, and builds an interactive dashboard.

data-analysis data-visualization eda matplotlib pandas plotly python-project sales-dashboard seaborn streamlit

Last synced: 16 Apr 2026

https://github.com/akash-srm/user-engagement-analysis

Analyzed user engagement and feedback data to derive actionable insights for an online learning platform.

analytics-projects data-analysis data-cleaning eda jupyter-notebook pandas python seaborn student-engagement

Last synced: 16 Apr 2026

https://github.com/themihirmathur/qlik-intern-project

Qlik Analysis of Road Safety & Accident Patterns in India 📈 Analyzed & visualized road safety data for 20.85k+ accident cases with 9+ accident data patterns in India using Qlik 📉 Reduced inefficiencies by 25% by developing design of an avant-garde data tracking dashboard that monitored injuries.

data-analysis data-visualization presentation qlik qlik-cloud qlik-sense qlikview

Last synced: 04 Mar 2026

https://github.com/marben06/rent-in-germany

Interactive visualizations and maps depicting topics around rent prices and income in Germany built with Svelte.

charts d3 d3-visualization d3js data-analysis data-visualization gis gis-data infographic infographics map mapbox mapbox-gl mapbox-gl-js mapboxgl svelte

Last synced: 27 Apr 2026

https://github.com/danpoynor/omdb-api-data-analysis

Gathers data for Oscar-winning movies using their IMDB ids, saves the information to a CSV file, and answers a few data analysis questions about the movies using JupyterLab.

analytics csv data-analysis jupyter-notebook matplotlib omdb-api pandas-dataframe python-dotenv python3 seaborn-plots

Last synced: 16 Apr 2026

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/yasumorishima/yasumorishima

Manufacturing Engineer & Data Analyst. 17 years exp in MFG. Python, VBA, Automation Specialist. （盛島康徳 / Yasunori Morishima）

automation data-analysis manufacturing portfolio python vba

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/satyacoder29/e-commerce-sales-analysis

Performed E-commerce Sales Analysis to identify trends, optimize sales, and improve decision-making. Analyzed customer patterns, seasonal trends, and product performance using Python, SQL, and Power BI. Delivered actionable insights to enhance revenue, streamline inventory management, and boost customer engagement.

data-analysis data-visualization datacleaning msexcel pivottables powerquerym visualisation vlookups

Last synced: 05 Mar 2026

https://github.com/pizofreude/divvybikes-share-success

Developing data-driven marketing campaign for Divvy to convert casual riders into annual members. Divvy is a bike-share program of the Chicago Department of Transportation (CDOT).

airflow bi-analytics data-analysis data-engineering data-visualization database dbt docker etl jupyterlab python r redshift s3

Last synced: 17 Apr 2026

https://github.com/dina-hosny/analyze-and-model-airline-system

Analyzing Airline System and Building Data Warehouse Model to Store the Data and Answer Some Business Questions

data-analysis data-modeling data-warehouse datawarehousing dwh plsql sql

Last synced: 05 Mar 2026

https://github.com/shashwat9kumar/us-accidents-data-analysis

Analysis of the US accidents using the US-Accidents dataset (4.2 million entries) from Kaggle

accidents accidents-analysis data-analysis data-analytics data-visualisation data-visualization matplotlib numpy pandas python

Last synced: 17 Apr 2026

https://github.com/vaishnavis03/finlatics_ml_program

This repository contains the .ipynb files for 3 datasets, along with a PPT for each. The datasets included are Facebook Marketplace Data, Sales Prediction Data, and Wine Quality data.

correlation data-analysis data-science data-visualization knn linear-regression machine-learning matplotlib numpy pandas random-forest-classifier scikit-learn

Last synced: 17 Apr 2026

https://github.com/kheriberto/knn_project

This is a simple project that uses dummie data to practice and demonstrate my knowledge of the KNN algorithm.

data-analysis knn-classifier numpy python scikit-learn seaborn

Last synced: 02 Apr 2026

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/ngangawairimu/linear-regression-

This project builds a linear regression model in Python to predict outcomes and derive insights from feature data. It covers data cleaning, feature analysis, and model evaluation, showcasing predictive modeling techniques using scikit-learn, pandas, and visualization libraries.

data-analysis linear-regression machine-learning predictive-modeling python scikit-learn

Last synced: 17 Apr 2026

https://github.com/humayun-raza-030/restaurant-recommendation-system

This project is a Restaurant Recommendation System that helps users find restaurants in Lahore based on their location, customer reviews, and ratings. The system scrapes restaurant data from Google Maps, analyzes user reviews for sentiment, and provides a visualization dashboard using Tableau.

data-analysis data-science data-visualization python

Last synced: 17 Apr 2026

https://github.com/eliasdehondt/learn-r

Welcome to the Learn-R repository! This is your go-to resource for learning the R programming language, whether you're a beginner or looking to enhance your skills.

data-analysis data-visualization education machine-learning programming r statistics tutorials

Last synced: 03 Apr 2026

https://github.com/jhrcook/checkplease

Analysis of an immune checkpoint-blockade screen.

bayesian-statistics data-analysis pymc3 python python3 r

Last synced: 17 Apr 2026

https://github.com/shimazadeh/ft_linear_regression

Implementing a modular linear regression from scratch to predict the price of cars using a gradient descent algorithm.

data-analysis data-science hyperparameter-tuning linear-regression predictive-modeling

Last synced: 03 Jun 2026

https://github.com/mahmoudwal27/manufacturing_downtime

This project focuses on improving manufacturing efficiency by analyzing production data. Using Python, SQL, and Power BI, we built interactive dashboards to uncover patterns, minimize downtime, and optimize operations. The goal is to help stakeholders make data driven decisions for enhanced productivity.

data-analysis data-analysis-python data-visualization google-colab powerbi python sql

Last synced: 17 Apr 2026

https://github.com/ridemountainpig/education-level-data-analysis

An analysis of the relationship between education levels, unemployment rates, and credit card spending in Taiwan's six major cities.

data-analysis matplotlib pandas-python

Last synced: 17 Apr 2026

https://github.com/sharmas1ddharth/data-analysis-with-python

Freecodecamp's Data Analysis with Python Projects Code

data-analysis data-analysis-with-python freecodecamp-project

Last synced: 03 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/kgotsosm/fcc-data-analysis

Notebooks created for the Data Analysis Course on freeCodeCamp

data-analysis data-visualization matplotlib pandas seaborn

Last synced: 17 Apr 2026

https://github.com/rishisolanke/pdf_query_langchain

PDF Query LangChain is a tool that extracts and queries information from PDF documents using advanced language processing. Leveraging LangChain, OpenAI, and Cassandra, this app enables efficient, interactive querying of PDF content. Ideal for data analysis, research, and automated reporting, it simplifies detailed document analysis with ease.

artificial-intelligence data-analysis document-query langchain natural-language-processing nlp openai pdf-analysis pdf-extraction python research-tool

Last synced: 17 Apr 2026

https://github.com/victoorv/criminalite_us

Une analyse de la criminalité en fonction de variables socio-économiques a été menée, incluant la sélection et la comparaison de modèles de régression multiple ainsi que des tests d'hypothèses sur les coefficients et la significativité des modèles.

data-analysis data-science r regression regression-analysis regression-models statistical-analysis statistical-tests statistics

Last synced: 04 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/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/vitornegromonte/eda_stroke

Exploratory data analysis in the stroke prediction dataset

data-analysis data-science exploratory-data-analysis kaggle-dataset visualization

Last synced: 17 Apr 2026

https://github.com/davidmalko87/steam-library-exporter

Python script to export your Steam game library to CSV — playtime, genres, reviews, metacritic scores, prices, tags & estimated owners via Steam Web API + Store API + SteamSpy

csv-export data-analysis game-data metacritic playtime-tracker python steam steam-api steam-games steam-library steamspy

Last synced: 04 Apr 2026

https://github.com/ahmad-ali-rafique/decision-tree-regressor-modeling

Comprehensive exploration of decision tree regressors, including data cleaning, model building, and performance evaluation on various datasets.

artificial-intelligence data data-analysis dataanalytics decision-trees decisiontreeregressor modeling models regression-models

Last synced: 17 Apr 2026

https://github.com/santos-k/fashion-recommender-dashboard

The project is a neural network-based fashion recommendation system built using Python. The model used for this system is Resnet50, which is a deep learning model used for image recognition. The data used for training the model is scraped from Flipkart, with a total of 65,000 images.

ann cnn dash dashboard data-analysis data-science deep-learning eda gcp heroku kera machine-learning nueral-networks plolty python tensorflow

Last synced: 04 Apr 2026

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/q-viper/blog-notebooks

This is the repo to store most of my blogs in dataqoil.com and q-viper.github.io.

data-analysis data-science machine-learning-algorithms timeseries

Last synced: 04 Apr 2026

https://github.com/sanam2405/ahs

This contains the analysis of result of AHS Madhyamik Examination 2022

data-analysis data-visualization jupyter-notebook python

Last synced: 18 Apr 2026

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/prangonghose/wikipedia-blocking-policies

This study investigates the relationship between editors’ disruptive behavior and regulation policies on English Wikipedia, focusing on the Blocking Policy page. The study collects and analyzes data from 2004 to 2022 using the Wikipedia API, page statistics, and keyword extraction.

data-analysis data-visualization matplotlib open-source pandas python3 seaborn

Last synced: 18 Apr 2026

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/rajeev2806/retail-order-data-analysis

Dataset downloaded from kaggle api and then data cleaning and analysis is performed

data-analysis data-cleaning postgresql

Last synced: 18 Apr 2026

https://github.com/zeraphim/streamlit-iris-classification-dashboard

A Streamlit web application that performs Exploratory Data Analysis (EDA), Data Preprocessing, and Supervised Machine Learning to classify Iris species from the Iris dataset (Setosa, Versicolor, and Virginica) using Decision Tree Classifier and Random Forest Regressor.

classification dashboard data-analysis data-science decision-tree-classifier eda machine-learning python3 random-forest-regressor streamlit supervised-learning

Last synced: 18 Apr 2026

https://github.com/vansh-py04/data-analysis-questions-pandas-numpy-sql

Solution to 450+ Data Science Tech Stack questions essential for Data Analysts and Scientists!

data-analysis data-science deepnote machine-learning numpy pandas python sql

Last synced: 18 Apr 2026

https://github.com/vvhacker007/technocolabs

This repo contains the projects that were assigned to me during the internship.

data-analysis data-science flask heroku-deployment internship machine-learning project streamlit website

Last synced: 18 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/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/manalisbhavsar/mall-customers-clustering

K-Means clustering to mall customer data, segmenting customers based on their annual income and spending score. To identify patterns and group customers for targeted marketing.

data-analysis data-visualization matplotlib numpy pandas python scikit-learn

Last synced: 18 Apr 2026

https://github.com/mtimma001/clinical-trial-data-tool

Clinical Trial Data Analysis Tool is a Flask-based web app for healthcare professionals to manage and analyze clinical trial data. It features full CRUD functionality, interactive visualizations (Plotly/Matplotlib), a responsive Bootstrap UI, MySQL database integration, and Heroku deployment for accessible, scalable use.

bootstrap5 clinical-trials crud data-analysis data-visualization flask healthcare heroku mysql pandas plotly python

Last synced: 05 Apr 2026

https://github.com/satti-hari-krishna-reddy/data-whisperer

Data Whisperer is an AI-driven tool that automates exploratory data analysis (EDA), generates actionable insights, and enables natural language querying of datasets. it combines the power of AI (Google Gemini) with interactive visualizations and professional reporting.

ai data-analysis data-visualization llm python3 streamlit

Last synced: 18 Apr 2026

https://github.com/al-ghaly/prosper-loans-analysis

A statistical Analysis Project, to analyze the data of a finance company’s loans Using Python packages (pandas – NumPy – seaborn – matplotlib)

data-analysis matplotlib numpy pandas python python-data-analysis seaborn statistical-analysis statistics

Last synced: 18 Apr 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/kwokhing/visualizing-datasets-with-facets

Demo on using Facets: An Open Source Visualization Tool for Machine Learning Training Data developed by Google's PAIR Initiative

anaconda data-analysis data-visualization facets jupyter-notebook missing-data open-source python skewness unbalanced-data visualisation visualization

Last synced: 18 Apr 2026

https://github.com/vl1507/data_science_pro_course

Курс "Аналитик данных PRO (PRO DA-6)"

da data-analysis data-science ds jupyter-notebook machine-learning ml pro-da python

Last synced: 18 Apr 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/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

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 90 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 419 Table of Contents 308 Machine Learning 243 R 241 Reading corner 196 文本数据和NLP 190 Python 168 📑 Paper List 160 Rust 144 数据可视化 133 Books 132 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