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

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/bsperezb/python_sql_manage

this project read a excel, save and delete objects of database and export logs and data errors in excel format

data-science data-visualization postgresql python sql

Last synced: 02 May 2026

https://github.com/nafisalawalidris/sprocket-central-pty-ltd-

Sales Analysis - Sprocket Central Pty Ltd: This repository presents an in-depth analysis of sales data for Sprocket Central Pty Ltd. Discover key trends, best-selling products, optimal advertising timing, and actionable recommendations for growth. The interactive dashboard provides comprehensive visualizations, empowering stakeholders.

actionable-recommendations advertising-timing best-selling-products data-visualization growth-strategies interactive-dashboard power powerbi sales-analysis trends

Last synced: 06 Feb 2026

https://github.com/gappeah/insight-ventures-inc-analysis

This report provides a comprehensive analysis of Insight Ventures Inc.'s financial performance based on data from 2013 and 2014. It includes insights into sales performance, profitability, and market trends across North America and Europe.

data-visualization excel excel-dashboard excel-report financial-analysis

Last synced: 25 Feb 2025

https://github.com/leomariga/pyn2

A python library for creating dynamic N² (N-squared) charts to visualize complex systems interactions for engineering and project management.

charts data-visualization modeling modeling-tools n-squared n-squared-diagrams n2 n2-charts openmdao project-management systems systems-engineering systems-interactions visualization

Last synced: 29 Jan 2026

https://github.com/samjtro/tri-map

EPA-TRI Data Visualization & Analysis

data-visualization emissions environment python

Last synced: 01 Sep 2025

https://github.com/odeyiany2/flit-apprenticeship-data-science-projects

This repo contains all my projects for my FLiT Apprenticeship

data-analysis data-science data-visualization machine-learning sql

Last synced: 17 May 2026

https://github.com/guruakaashjn/te_project_microsoft_ai

AI based statistical analysis of land-use plastic pollution in India using AI/ML techniques.

artificial-intelligence data-analysis data-analytics data-science data-visualization machine-learning powerbi

Last synced: 27 Feb 2025

https://github.com/misaghmomenib/stock-momentum-analysis

A Python-based Data Analysis Tool Designed to Evaluate Stock Momentum. Leverages Historical Market Data to Identify Trends, Predict Price Movements, and Assist in Making Informed Investment Decisions.

data-analysis data-analysis-python data-visualization git open-source python

Last synced: 10 Apr 2025

https://github.com/flexmonster/pivot-elasticsearch-proxy

Сonnecting Flexmonster Pivot to Elasticsearch via a proxy server

data-visualization elasticsearch pivot-tables proxy-server

Last synced: 11 Jun 2025

https://github.com/WJSoftware/wjfe-dataview

Svelte v5 table component suitable for examination of extensive tabular data.

data-visualization svelte sveltekit table tabular-data

Last synced: 12 Mar 2025

https://github.com/hayat-tamboli/data-vis

Data Visualization for Indian movie data from 1931-2022

data-visualization nextjs shadcn-ui

Last synced: 15 May 2026

https://github.com/michaelpgalen/CVE-DataVis-Prototype-JS

A vanilla javascript prototype for a React data visualization project.

cve data-visualization vanilla-javascript vanilla-js

Last synced: 10 Mar 2025

https://github.com/pinedah/escom_development-of-applications-for-data-analysis

This repository is a personal collection of programs, exercises, and notes from the Development of Applications for Data Analysis course at Instituto Politécnico Nacional (IPN). As part of the Bachelor's in Data Science, the course focuses on developing practical skills in Python for data analysis.

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

Last synced: 20 Jan 2026

https://github.com/devandrenicolas/analise-de-vendas

This project is a comprehensive data analysis tool designed to analyze sales performance data. It includes modules for generating fake sales data, cleaning and preprocessing the data, and performing exploratory data analysis (EDA) with advanced visualizations.

data-analysis data-visualization faker-generator matplotlib pandas python

Last synced: 07 May 2026

https://github.com/rvalla/covid-19

Some code to analyze international data from COVID-19 Data Repository by Johns Hopkins CSSE and Argentina outbreak status.

argentina argentina-data covid-19 data-visualization johns-hopkins-csse plotting python3

Last synced: 24 Jun 2025

https://github.com/helios-coder/multi-cloud-data-pipeline

🌐 Build scalable data pipelines that work across Azure and Google Cloud Platform with minimal changes using this production-ready framework.

aws azure-data-factory azure-fabric bi-analytics big-data-projects dagster data-pipeline data-science data-visualization dataflow dbt etl kafka multi-cloud spark synapse synthetic-data terraform

Last synced: 11 Apr 2026

https://github.com/patilni3/seaborn-in-depth

Python's Seaborn Library for Data Analysis, Machine Learning, Data Science and many more...

data-analysis data-reporting data-representation data-science data-visualization plots-in-python powerbi seaborn sns

Last synced: 03 Apr 2025

https://github.com/mariam-badr-mb/gtc-land-type-classification

This project develops a machine learning model to classify land cover types in Egypt using Sentinel-2 satellite imagery. The system detects categories such as agriculture, water bodies, urban areas, deserts, roads, and tree cover.

data-analysis data-visualization deep-neural-networks eda machine-learning model-architecture streamlit

Last synced: 12 Jun 2026

https://github.com/hemanthkumarsunkari27/pmay_analysis_project

Built for the 1st AI for Good Hackathon by Snowflake, this project uses data analytics and AI to explore housing and sanitation trends in India under PMAY. Using Snowflake and Streamlit, it provides interactive insights into regional disparities, helping guide sustainable infrastructure development.

data-analysis data-visualization pmay-analysis sanitation-coverage snowflake-integration streamlit-dashboard sustainable-development

Last synced: 26 Mar 2025

https://github.com/abhaysingh71/india-censes-data-analysis

This repo is a india censes data analysis in many domains

data data-science data-visualization dataanalysis streamlit

Last synced: 15 May 2026

https://github.com/amoghkori/google-ads-optimization

Advanced algorithm development for revenue maximization and enhanced conversion value in Google Ads expenditure, achieving a 15% increase in lead conversions while reducing costs

analystics data-cleaning data-modeling data-preprocessing data-visualization data-wrangling exploratory-data-analysis feature-engineering microsoft-excel model-deployment model-selection optimization-algorithms powerbi statistical-analysis

Last synced: 03 Jan 2026

https://github.com/sourabh-kumar04/numpy-basic

Numpy-Basic is a structured learning repo covering NumPy from basics to advanced. It includes arrays, indexing, reshaping, filtering, vector ops, angle functions, stats, and .npy file handling. Each concept is explained with code, examples, and Matplotlib visualizations in both light and dark modes. Ideal for students and data learners.

data-analysis data-science data-visualization learning learning-resources machine-learning matplotlib numerical-computing numpy python python-library python-programming

Last synced: 10 May 2026

https://github.com/rorydungan/music-fandom-map

Interactive maps showing the popularity of musicians around the world

choropleth data-visualization map music spotify

Last synced: 24 Jul 2025

https://github.com/sanchariii/stock-price-predictor

This project utilizes Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.

data-visualization keras-tensorflow neural-network python

Last synced: 26 Jul 2025

https://github.com/viseshrp/community_health_indicator

Android app to fetch,organize and represent NYC health data

android data-analysis data-visualization health

Last synced: 03 Mar 2025

https://github.com/edseldim/FirstRoundElectionsFr

A data visualization spreadsheet on Excel

data-analysis data-visualization excel pandas python

Last synced: 02 Aug 2025

https://github.com/gui-sitton/churn-finalproject

predict its customers' churn. If it is discovered that a user is planning to switch operator, the company will offer them promotional codes and special plan options.

churn-prediction data-analysis-python data-science data-visualization

Last synced: 26 Jul 2025

https://github.com/hoangsonww/fred-banking-data-analysis

💸 AI-powered banking data explorer that combines FRED API insights with vector search, regression analysis, and interactive chat via OpenAI, Claude, and Gemini. Built with TypeScript, React, and Express for seamless full-stack performance.

anthropic chartjs claude-ai data data-analysis data-analytics data-science data-visualization fred fred-api gemini google-generative-ai logistic-regression multiple-regression openai pinecone react regression typescript vector-database

Last synced: 09 Apr 2025

https://github.com/jfraziz/jabar.pages.dev

Improving Market Business Strategy and Poverty Alleviation Through Granular Socio-Economic Mapping: Multisource Remote Sensing and Other Geospatial Big Data Approach​

clustering data-visualization gis remote-sensing research-project socio-economic

Last synced: 27 Jul 2025

https://github.com/dev-ev/shiny-qc-dashboard

QC dashboard for LC-MS proteomic equipment using R and shinydashboard

dashboard data-visualization mass-spectrometry orbitrap-ms performance-monitoring proteomics shiny shinydashboard

Last synced: 27 Jul 2025

https://github.com/sandravizz/global_inequality_story

Dataviz Project about Global Inequality

data data-visualization inequality

Last synced: 03 Jul 2025

https://github.com/tanishq-ctrl/cyberattack-analysis-and-insights

This repository contains an in-depth analysis of a cybersecurity dataset. The primary goal is to identify patterns, vulnerabilities, and trends in cyberattacks by leveraging various visualizations and statistical insights. The project provides actionable insights for enhancing cybersecurity measures.

cyberattack cyberattacks data-science data-visualization dataanalysis dataanalysisusingpython dataanalytics

Last synced: 28 Jun 2025

https://github.com/msthamizh/chicago-crime-analyzer

Developing a PowerBI dashboard that allows users to interactively analyze and predict crime patterns using machine learning. The supports crime trend analysis and enabling users to explore insights such as crime hotspots, peak hours, arrest rates, and incident locations while providing dynamic visualizations for enhanced decision-making.

data-preprocessing data-visualization exploratory-data-analysis machine-learning matplotlib powerbi python seaborn

Last synced: 28 Apr 2026

https://github.com/sanmeet007/pandas_prototype

A package that with implementation of famous Pandas library in my way , allows you to visualize data using data tables

data-science data-visualization pandas-prototype prototyping python

Last synced: 19 Sep 2025

https://github.com/leandrocollares/with-or-without-curry-playoffs

An interactive visualization that allows users to learn when Curry's performance helped Golden State Warriors win games in the 2019 NBA playoffs

d3 data-visualization lodash node-sass react react-annotation react-popper

Last synced: 03 Jan 2026

https://github.com/andystmc/nextflownyc

Developed a machine learning model (Bidirectional LSTM) to forecast NYC traffic volumes using 10 years of automated traffic count data. Achieved strong predictive accuracy, demonstrating the power of deep learning for urban traffic analysis.

data-analysis data-cleaning data-science data-visualization exploratory-data-analysis feature-engineering hyperparameter-tuning jupyter-notebook lstm-neural-networks machine-learning numpy pandas predictive-modeling python3 scikit-learn tensorflow-keras traffic-flow-forecasting

Last synced: 07 Apr 2026

https://github.com/autodesk-platform-services/aps-dataviz-fader

Fader application using Data Visualization API

data-visualization iot sample viewer

Last synced: 08 Feb 2026

https://github.com/udaykumar-dhokia/d8a

d8a is a modern data analytics platform that provides powerful visualization and analysis tools for your data.

data-analysis data-visualization fullstack-development

Last synced: 16 Sep 2025

https://github.com/ayyubiy90/social-media-scheduler

A web application to simplify social media management by allowing users to schedule and automate posts across multiple platforms. 🚀📱

data-visualization dnd-kit react-hooks react18 rechar sonner tailwin typescr zod-validation

Last synced: 11 Feb 2026

https://github.com/ronaldkanyepi/python-sreamlit-duplicate-records-finder-remover

This is a duplicate remover on csv,excel or txt files based on single or multi columns

css data-analysis data-visualization datascience python streamlit

Last synced: 07 May 2026

https://github.com/sarincr/basics-of-julia-programming-language

Julia is a high-level, high-performance, dynamic programming language. While it is a general purpose language and can be used to write any application, many of its features are well-suited for high-performance numerical analysis and computational science.

data data-analysis data-mining data-science data-visualization dataanalysis dataanalytics datascience julia julia-language julia-library julia-package julialang machine-learning

Last synced: 19 May 2026

https://github.com/atharvbyadav/expensemate

A simple, lightweight personal finance tracker built with Streamlit and SQLite. Log expenses, visualize spending habits, manage budgets, and download reports – all through an interactive web interface.

budgeting data-analysis data-visualization expense-tracker finance-app open-source pandas personal-finance plotly python sqlite streamlit streamlit-webapp

Last synced: 28 Apr 2026

https://github.com/boss294/user-analytics-dashboard

This User Analytics Dashboard is a real-time, interactive web application designed to track and visualize active, inactive, and total users with dynamic data updates.

analytics chartjs countdown-timer data-visualization dynamic html-css-javascript js livedata

Last synced: 28 Jun 2025

https://github.com/charliecm/meteorite-landings

Data visualization of meteorite landings on Earth.

astronomy d3 data data-visualization mapbox space visualization

Last synced: 18 Apr 2026

https://github.com/pylhc/accelerator_timeline

A non-exhaustive collection of past, modern and future accelerators including their main parameters

accelerator data-visualization energy history luminosity

Last synced: 22 Sep 2025

https://github.com/priyanka7411/customer-flight-prediction-app-mlflow

A comprehensive project predicting flight prices and customer satisfaction using machine learning models, deployed through interactive Streamlit apps.

classification customer-satisfaction data data-cleaning data-visualization feature-engineering flight-price-prediction machine-learning mlflow python regression streamlit

Last synced: 12 May 2026

https://github.com/linluk/corona

COVID-19 Charts based on the John Hopkins Data Set

covid-19 data-visualization matplotlib

Last synced: 21 May 2026

https://github.com/srujayreddy/data-website-project

This project is a Data Website built using Python and Flask to showcase and share datasets with dynamic visualizations.

data-visualization flask-framework interactive-web-design matplotlib pandas-dataframe python-web-application restful-api

Last synced: 06 Apr 2025

https://github.com/myself-aas/quantium_data_analytics_forage

This project analyzes retail customer chip purchasing behavior using Python, focusing on customer segmentation and key spending drivers to provide data-driven insights for strategic category management recommendations.

data-analysis data-engineering data-science data-visualization feature-engineering forage internship-project matplotlib-pyplot numpy-library pandas-dataframe pearson-correlation python quantium-virtual-experience scipy-stats seaborn

Last synced: 31 Jul 2025

https://github.com/umbaji/yodi

This is the official repository for Yodi, the speech recognition model for 8 words, in Ewè. The yodi package is also useful for rapid inference inference on speech data, especially on the mini_speech datasets.

data data-visualization keras python3 speech-recognition tensorflow

Last synced: 12 Jan 2026

https://github.com/matheusbcmelo/crypto-performance-analysis

Tools and notebooks for analyzing historical price and on-chain data of major cryptocurrencies.

cryptocurrency data-science data-visualization defi jupyter-notebook python

Last synced: 18 May 2026

https://github.com/leocornus/wp-visualdata

Data analyse and data visualization arsenal for WordPress

data-analytics data-visualization wordpress-development wordpress-php-library wordpress-plugin

Last synced: 07 Jun 2026

https://github.com/jen-uis/loan-status-prediction

This repository contains project materials for the Winter STAT 206 class, University of California, Riverside, A. Gary Anderson School of Management.

data data-analysis data-analytics data-cleaning data-visualization descriptive-analytics julia julia-language jupyter-notebook predictive-analytics predictive-modeling team-collaboration

Last synced: 02 Jan 2026

https://github.com/shubhamgoyal575/diwali-sankranti-promotion-sales

This Power BI dashboard analyzes sales performance during Diwali and Sankranti festivals. It provides insights into revenue trends, top-selling products, regional sales distribution, and customer purchasing behavior to help optimize festive season sales strategies. 🚀

buisness-intelligence dashboard data-analysis data-visualization diwali-sankranti-sales-analysis excel fast-moving-consumers-goods fmcg microsoft-power-bi mysql power-query powerbi revenue-insights sales-dashboard sales-insights sql

Last synced: 02 Mar 2026

https://github.com/pedestriandynamics/dl4pude

The framework automatically detects pushing behavior from videos of crowded event entrances.

artificial-intelegence convolutional-neural-networks crowd-behavior-analysis data-visualization deep-learning deep-optical-flow machine-learning

Last synced: 15 Sep 2025

https://github.com/jahnavigupta06/zepto-delivery-customer-analytics

Real-time SQL + Power BI Analytics Project replicating Zepto's customer & delivery insights.

business-intelligence churn-analysis customer-segmentation data-analysis data-visualization powerbi sql-server

Last synced: 02 Aug 2025

https://github.com/priyanshubiswas-tech/customer-churn-analysis-eda-

This project analyzes customer churn in a telecom company using Python, Pandas, SQL, and data visualization. It identifies key factors like contract type, payment method, and tenure to provide insights for improving retention. The skills gained are applicable in customer retention, user behavior analysis, fraud detection, and HR analytics.

data-analysis data-visualization dataset explo exploratory-data-analysis matplotlib matplotlib-pyplot numpy pandas-dataframe python seaborn seaborn-python

Last synced: 08 May 2026

https://github.com/tnickster/ai-analyst-agent

Ask questions about your business data in plain English, Get automatic SQL queries and visualizations, Receive AI-powered insights and recommendations, No SQL knowledge required

ai-assistant business-analytics business-intelligence data-analysis data-analyst data-visualization database-query gpt-4 langchain llm mysql natural-language-processing openai plotly python sql-generation streamlit

Last synced: 08 Apr 2026

https://github.com/vatshayan/hiring

Hiring for Data Science, Cryptography, Machine Learning and Artificial Intelligence.

cryptography data-science data-visualization datasets hiring internship internship-task machine-learning machine-learning-algorithms

Last synced: 09 Mar 2026

https://github.com/jcaperella29/methylation_shiny

An interactive R Shiny web app for DNA methylation analysis with support for DE, pathway enrichment, power analysis, and machine learning — deployable on HPC via Singularity/Apptainer.

apptainer bioconductor bioinformatics data-visualization differential-expression epigenetics genomics machine-learning methylation pathway-enrichment-analysis pca r random-forest shiny singularity umap

Last synced: 02 Aug 2025

https://github.com/frankelavsky/political-polarization-challenge

I had 8 hours to build a solution to the research claim that "politics have become more divided in the past 50 years." You can navigate views of congressional voting patterns using arrows. I used d3, require, MVC pattern, and vanilla js. Pre-processed the data in node.js. Data is from DW-NOMINATE: ftp://k7moa.com/junkord/HANDSL01114A20_STAND_ALONE_30.DAT

client-side css d3 d3js data-analysis data-visualization frontend frontend-app html interactive interactive-visualizations javascript modular nodejs political-science politics requirejs research single-page-app visualization

Last synced: 06 Apr 2026

https://github.com/oliverheilig/voronoi-territories

A visualization for the assignment of points to territories using voronoi cells.

d3 data-visualization maplibre visualization

Last synced: 06 Apr 2025

https://github.com/shahin-ro/table-detection

Python tool for table extraction & Persian OCR. Uses OpenCV for table detection, Tesseract for text extraction, & Pandas for data output. Visualizes cells & text. Ideal for Persian documents! 📄✨

colab computer-vision data-extraction data-visualization document-processing image-analysis image-processing machine-learning matplotlib numpy ocr opencv pandas persian-ocr persian-text python table-detection table-extraction tesseract text-recognition

Last synced: 08 Apr 2026

https://github.com/trinity-bytes/safemap-web

SafeMap: landing + demo de mapa interactivo para seguridad ciudadana en Lima. Reportes anónimos, heatmap y rutas seguras con OpenStreetMap y React.

astro civic-tech crime-map data-visualization geospatial heatmap landing-page leaflet lima openstreetmap peru public-safety react react-leaflet routing seguridad tailwindcss typescript web-mapping

Last synced: 08 Apr 2026

https://github.com/madhuresh2011/pizza-sales-analysis-using-sql-and-power-bi

This Pizza Sales Analysis project aims to provide valuable insights into pizza sales performance using data analytics techniques. The project involves cleaning, visualizing, and analyzing sales data to identify patterns and trends that can help optimize business strategies tools using powerbi and sql.

dashboard data-visualization dataanalysis insights powerbi query sales sql

Last synced: 08 Mar 2026

https://github.com/xilinjia/csv-analyser

Visualize and analyze data in csv files. A multiplatform project runnable on Linux, Android, Windows, MacOS

android compose csv data-science data-visualization kotlin kotlin-multiplatform linux macos multiplatform windows

Last synced: 09 Apr 2026

https://github.com/yelper/nba-age

Visualizations of players' ages in the NBA

data-visualization nba-visualization visualizations

Last synced: 12 Sep 2025

https://github.com/patilni3/matplotlib-in-depth

Python's Matplotlib Library for Data Analysis, Machine Learning, Data Science and many more...

data-analysis data-representation data-science data-visualization matplotlib matplotlib-pyplot plots-in-python powerbi seaborn

Last synced: 03 Apr 2025

https://github.com/danwild/media-storm

Explore Australian natural disasters and their social impact.

data-visualisation data-visualization earthquakes weather

Last synced: 13 May 2026

https://github.com/marked01one/rio-airbnb-web-portal

A web portal to display data visualization results from the RIO Airbnb Predictive Model research project at Cal Poly Pomona

data-visualization flask plotly-dash research-project

Last synced: 19 May 2026

https://github.com/simranjeet97/ipl-dataanalysis

Data Analysis performed on IPL Dataset with Data Profiling, Data Pre-Processing, Data Manipulation, and Data Visualization.

artificial-intelligence data-analysis data-manipulation data-mining data-preprocessing data-science data-visualization indian-premier-league-2008-2018 ipl ipl-dataset iplayer python

Last synced: 08 May 2026

https://github.com/gappeah/beverage-sales-analytics

This project provides an in-depth analysis of beverage sales and delivery across different states using Power BI.

data data-visualization powerbi powerbi-report powerbi-visuals

Last synced: 25 Feb 2025

https://github.com/nysportsfan/Gun-Violence-in-the-US

This repository contains all the relevant files for my first capstone project as part of the Springboard Data Science Career Track.

data-analysis data-science data-visualization machine-learning python3 statistics

Last synced: 10 May 2025

https://github.com/leocornus/leocornus-visualdata

JavaScript libraries to make data visualization simpler and easier.

data-analysis data-mining data-visualization data-visualization-simpler javascript-library

Last synced: 10 Aug 2025

https://github.com/jasdumas/ct-brewery-ratings

Web Scraping Craft Brewery Beer Ratings From BeerAdvocate.com :beers:

beer-statistics data-visualization r tutorial web-scraping

Last synced: 08 Sep 2025

https://github.com/draym/swmanager

Web-app to help you in your daily life raids in SpacesWars thanks to game statistics and data management

dashboard-application data-analysis data-visualization game-data game-utility

Last synced: 19 Jun 2025

https://github.com/yaser-123/iitg-summer-analytics-2025

Master repository for IIT Guwahati's Summer Analytics 2025 - Python data projects (Pandas/Seaborn/Scikit-learn) with documented solutions. Contains assignments, ML implementations, and visualizations from IITG's data science program

data-science data-visualization eda iit-guwahati jupyter-notebook matplotlib pandas python seaborn summer-analytics

Last synced: 08 May 2026

https://github.com/tom474/data_pipeline_with_docker

[RMIT 2024C] EEET2574 - Big Data for Engineering - Data Pipeline with Docker

cassandra data-engineering data-visualization docker jupyter-notebook kafka python

Last synced: 26 Jun 2025

https://github.com/utkarshverma439/simple-sms-spam-detector

Built a Python text classification model for spam detection in SMS. Explored data, preprocessed text, utilized TF-IDF, trained a classifier, and addressed visualization challenges, yielding practical insights.

data data-science data-visualization spam-detection

Last synced: 20 Jun 2025

https://github.com/dianaow/singapore_stories

Exploring and visualizing datasets related to Singapore issues

d3 d3js d3v4 data-visualization maps singapore singapore-government

Last synced: 11 Aug 2025

https://github.com/nick-peter-marcus/job-market-dashboard

Build a dashboard exploring data from the Data Science job market in Germany

chatgpt dashboard data-cleaning data-visualization levenshtein-distance regex streamlit streamlit-webapp

Last synced: 16 May 2026

https://github.com/nafisalawalidris/investigating-netflix-movies-and-guest-stars-in-the-office

Dive into the world of Netflix and explore the average duration of movies. Netflix, being the largest entertainment company, offers a wide range of movies for its viewers. In this project, we analyse movie durations using pandas and create a DataFrame from a dictionary. By examining average durations from 2011 to 2020.

average-duration csv-files data-analysis data-visualization dataframe filtering movie-durations movie-length-distribution netflix pandas python trends

Last synced: 20 May 2026