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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/sehgal-vishal/blinkit-sales-project

This dashboard is designed to provide in-depth insights into key performance indicators (KPIs) critical to the operations of Blinkit.

data-visualization dataanalysis powerbi sales

Last synced: 19 Mar 2026

https://github.com/01110011011101010110010001101111/tigergraph_cosmos_template

Template for TigerGraph and Cosmograph Projects with pyTigerGraph, Fast API, and Cosmos

cosmograph data-visualization tigergraph

Last synced: 26 Mar 2025

https://github.com/freya135/personal-finance-manager

This project is a web-based personal finance manager dashboard built using Next.js and Vercel PostgreSQL. The dashboard aggregates essential financial data to help users track metrics like profits, sales, and customer activity, and it provides easy-to-read visualizations to support data-driven decision-making.

data-visualization nextjs personal-finance-manager postgresql vercel webdashboard

Last synced: 13 Apr 2026

https://github.com/ilke-kas/multivariate-data-analysis

A curated collection of R-based data analysis projects applying regression modeling, clustering, dimensionality reduction, multivariate statistics, and classification. Each project showcases practical data science techniques, interpretability, and domain insights using real-world and academic datasets.

classification data-analysis data-visualization dimensionality-reduction machine-learning multivariate-analysis r regression statistics

Last synced: 05 Oct 2025

https://github.com/mohsinraza2999/new-york-taxi-fare-analysis

This project analyzes and predicts taxi fares estimate fares in advance using Regression Analysis. Conducted EDA, hypothesis testing, to identify key variables. Developed ML models (Random Forest, XGBoost) with GridSearchCV for hyperparameter tuning to predict generous tip giver accurately.

ab-testing data-un data-visualization exploratory-data-analysis fea random-forest regression-analysis sklearn xgboost

Last synced: 17 May 2026

https://github.com/jianxi-erin/bigdata-machinelearning-lab

本项目是一个综合性的大数据与机器学习实验平台，包含两个主要任务，每个任务涵盖三个关键技术模块：大数据处理、数据分析和机器学习。项目基于真实的竞赛设计，提供完整的数据处理模拟和建模实践。

data-analysis data-visualization hadoop machine-learning python spark sql

Last synced: 03 May 2026

https://github.com/samyomb/olist-ecommerce-analytics

Olist e-commerce performance & customer reviews — Python cleaning + BigQuery SQL + Looker Studio dashboard (2017 FY & 2018 YTD) with actionable insights

analytics bigquery brasil customer-experience dashboard data-visualization e-commerce looker-studio olist python review sql

Last synced: 05 Oct 2025

https://github.com/trismald/eurosoccer1023

Data Analyst - European Soccer 2010 2023

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

Last synced: 06 May 2026

https://github.com/tejas-jadhav01/blender-csv-visualizer

A Blender add-on for visualizing CSV data as 3D objects.

blender blender-addon csv data-visualization python

Last synced: 18 May 2026

https://github.com/christophertrimboli/trends-vs-stock

A tool to browse culture's impact on stocks. Made in React, Node, Bootstrap and Charts.js to compare data from Google Trends and Alpha Vantage APIs.

bootstrap chartjs data-visualization google-trends intrinio nodejs react stocks

Last synced: 28 Apr 2026

https://github.com/minhtungonep/android-traffic-analysis

Android malware detection project analyzing network traffic patterns in a telecommunications context. Uses statistical hypothesis testing and data visualization to evaluate traffic features like DNS query times, TCP packets, and volume bytes for distinguishing between benign and malicious Android applications.

android-library bachelor-project bachelor-thesis cybersecurity cyface data-visualization hypothesis-testing malware-detection matplotlib network-traffic numpy pandas python scipy sdk statistical-analysis telecommunications voip-security

Last synced: 09 May 2026

https://github.com/swatisinghit/treadmill-customer-profiling-for-aerofit

Create comprehensive customer profiles for each AeroFit treadmill product through descriptive analytics. Develop two-way contingency tables and analyze conditional and marginal probabilities to discern customer characteristics, facilitating improved product recommendations and informed business decisions.

analytics conditional-probability data-analysis data-science data-visualization eda numpy pandas probability statistics

Last synced: 08 May 2026

https://github.com/boss294/credisync

CrediSync is a comprehensive web application designed to manage and track your financial transactions, including credits, debits, creditors, and debtors. With modern UI/UX and advanced features, it provides a seamless experience for managing your financial records.

credit-tracker css data-structures data-visualization dsa html html3 js management-system money-management web-dev website websoftware

Last synced: 17 May 2026

https://github.com/bdice/signac-micde-cnsccs-2018

Slides and demos for the MICDE CNSCCS Symposium, October 15, 2018

data-management data-visualization demo signac workflow-automation

Last synced: 07 Oct 2025

https://github.com/18mahi/tweet-sentiment-analysis

Classify tweets into happy, sad, angry, excited, and neutral with this interactive Python model. Combining TF-IDF text features with engineered numeric features like emoji sentiment, polarity, subjectivity, and punctuation counts, it demonstrates intermediate-level NLP, feature engineering, and visualization skills.

data-science data-visualization jupyter-notebook machine-learning matplotlib nlp numpy pandas sklearn string textblob

Last synced: 30 Apr 2026

https://github.com/meddhiachaouachi/browsetrack-datacollection

This full-stack web application streamlines data interaction with a simple and intuitive design. Built with Django and React, it offers secure and efficient tools for analysts to share insights, users to manage cookies, and clients to visualize real-time data effortlessly. The platform also tracks user browsing activity, providing valuable insights

cookies data-visualization datatracker social-network-analysis useractivity

Last synced: 07 Oct 2025

https://github.com/ljadhav25/world-population-analysis-1990-2023-

This repository contains data and analysis related to the world population from 1990 to 2023. The objective is to explore population trends, identify patterns, and visualize demographic changes across different countries and continents over the past few decades.

data-analysis-python data-visualization matplotlib numpy-library pandas-library seaborn

Last synced: 08 Oct 2025

https://github.com/sayamalt/mental-health-classification-using-fine-tuned-distilbert

Successfully established a multiclass text classification model by fine-tuning pretrained DistilBERT transformer model to classify several distinct types of mental health statuses such as anxiety, stress, personality disorder, etc. with an accuracy of 77%.

data-visualization deep-learning distilbert-fine-tuning distilbert-model model-evaluation model-inference model-training-and-evaluation multiclass-text-classification natural-language-processing text-classification text-preprocessing text-tokenization

Last synced: 08 Oct 2025

https://github.com/lgibson7/stat_651

Coursework for STAT 651 Data Visualization, Cal State East Bay Fall 2022

data-visualization leaflet shiny-apps tableau

Last synced: 05 Feb 2026

https://github.com/pranavsp108/market_basket_analysis-instacart

Customer segmentation and market basket analysis using the Instacart dataset with Python, Pandas, and K-Means clustering.

customer-segmentation-and-buying-behavior data-analysis data-visualization instacart jupyter-notebook kmeans-clustering market-basket-analysis pandas python scikit-learn

Last synced: 05 May 2026

https://github.com/shivani0126/resturant_rating_analysis

Restaurant ratings Analysis is a project where real consumers from 2012, including additional information about each restaurant and their cuisines, and each consumer and their preferences are visualised through Power BI dashboard.

dashboard data-visualization dataanalysis datamodeling dataprep dax-functions powerbi

Last synced: 27 Jan 2026

https://github.com/syncfusionexamples/how-to-add-arrows-to-the-chart-axis-in-wpf-chart

Learn how to enhance WPF charts by adding arrows to the chart axes using annotations for improved visualization and clarity.

axis-with-arrows chart-annotations chart-axis chart-customization charting-library charts data-visualization line-annotation wpf-char wpf-sfcharts

Last synced: 08 Oct 2025

https://github.com/alexquilis1/spanish-fuel-stations-analysis

Real-time analysis of Spanish fuel prices using government API data with interactive maps and regional comparisons

data-analysis data-visualization fuel-prices geospatial-analysis ggplot2 government-data leaflet open-data r shiny spain tidyverse

Last synced: 08 Oct 2025

https://github.com/tyriek-cloud/power-bi-nyc-housing-financial-report

This report was conducted to provide a comprehensive analysis of various NYC housing and financial data.

dashboard data-analysis data-visualization financial-analysis powerbi statistics

Last synced: 21 Jan 2026

https://github.com/jlee9503/telecommunication-churn

Analyze key factors influencing customer churn using Python data analytics technique. Explore key factors through data preprocessing, exploratory data analysis (EDA), and predictive modeling.

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

Last synced: 18 Jan 2026

https://github.com/HarmoniCode/Filtra

Digital Filter Designer is a powerful application built using PyQt5 and Matplotlib. It allows users to design and visualize digital filters, including standard filters and all-pass filters, and generate corresponding C code. Ideal for students, researchers, and engineers in digital signal processing.

data-visualization digital-signal-processing filter-design pyqt5 real real-time-processing

Last synced: 09 Oct 2025

https://github.com/abinjohn8138-commits/churn-analysis

This project focuses on analyzing customer churn behavior within a telecommunication company using visual insights. The goal is to understand what factors lead to customer attrition and help the business take proactive steps to retain customers.

colab-notebook data-visualization excel insights jupyter-notebook pandas python

Last synced: 05 May 2026

https://github.com/jdede1/data-analysis-visualization-assignment-5

INFO 526 — Data Analysis and Visualization, Assignment 5 (Dashboard Reports — Iowa Liquor Sales). Part of the Master’s in MIS/ML program at the University of Arizona. Includes positive and negative dashboards showing key KPIs: top products/vendors driving sales vs bottom products/vendors hindering sales.

dashboard data-visualization matplotlib pandas seaborn

Last synced: 16 Apr 2026

https://github.com/gauravsy704/sct_ds_2

Performed data cleaning and exploratory data analysis (EDA) on the Titanic dataset from Kaggle. Investigated the relationships between variables and identified key patterns and trends in the data using Python, with a focus on survival rates, passenger demographics, and embarkation details.

data-science data-visualization jupyter-notebook pandas python seaborn

Last synced: 06 May 2026

https://github.com/hiteshsahu/visual-studio-hybrid-application

Visual Studio and Java Script full duplex communication

data-visualization html5 javascript kendo-ui visual-basic

Last synced: 09 Oct 2025

https://github.com/damisparks/machine-learning

Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention

data-science data-visualization deeplearning machine-learning machine-learning-algorithms machinelearning-python

Last synced: 09 Oct 2025

https://github.com/juanes0023/dashboard-mtp

🚗 Track user activity and revenue in real-time with the Mileage Tracker Pro Dashboard for clear insights and growth trends.

analytics business-intelligence dashboard data-visualization plotly python real-time-analytics saas streamlit supabase

Last synced: 20 Apr 2026

https://github.com/sillyash/untappd-viz

A data visualisation page using public datasets and HTML/CSS/JS with D3.js.

beer beer-statistics data data-analysis data-visualization kaggle kaggle-dataset public-dataset school-project

Last synced: 18 May 2026

https://github.com/adithya2369/safa_public

AI-powered customer feedback analyzer that uses generative AI to transform customer reviews into actionable business insights. Upload review data, get instant summaries, satisfaction scores, detailed reports, and improvement suggestions—all in an easy-to-deploy Docker container.

data-analysis data-visualization docker-containerization full-stack-development generative-ai langchain langchain-groq web-development

Last synced: 10 Oct 2025

https://github.com/ianhaggerty/final-capstone

This represents the final capstone project in my HyperionDev Data Science (fundamentals) course. A dataset of Amazon customer reviews is analysed using natural language processing.

amazon data-analytics data-science data-visualization dataset matplotlib nlp nlp-machine-learning numpy pandas plotly reviews seaborn spacy tabulate textblob wordcloud

Last synced: 19 Jan 2026

https://github.com/hirkojoba/fintrack

Full-stack financial tracking app with ML forecasting and AI insights. Built with Rails, PostgreSQL, Python/scikit-learn, and OpenAI API.

artificial-intelligence data-visualization fintech full-stack machine-learning openai postgresql python ruby-on-rails scikit-learn

Last synced: 14 Apr 2026

https://github.com/rightfulcode/customer-segmentation-rfm

This project performs customer segmentation using Recency, Frequency, and Monetary (RFM) metrics to identify key customer groups and provide actionable marketing insights.

data-analysis-python data-visualization elevvo-internship jupyter-notebook matplotlib pandas python rfm-analysis seaborn

Last synced: 08 May 2026

https://github.com/chandkund/housing-price-prediction

Predict housing prices using the Boston Housing Dataset. Covers data loading, cleaning, preprocessing, EDA, normalization, standardization, and regression models (Linear Regression, Decision Tree, Random Forest, Extra Trees). Evaluated with Mean Squared Error (MSE). Tech: Python, Pandas, NumPy, Scikit-learn, Seaborn, Matplotlib.

data-science data-visualization matplotlib numpy pandas pyhton sklearn sklearn-library sklearn-metrics

Last synced: 21 Jan 2026

https://github.com/salma-mamdoh/the-android-app-market-on-google-play-project

My project aims to practice Data Analysis and Data Visualization on DataCamp

data-analysis data-visualization datacamp jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 12 Apr 2026

https://github.com/controldata23/automobiles-data-exploration

An Exploratory Data Analysis done on an Automobiles dataset from kaggle

data-exploration data-visualization eda jupyter-notebook matplotlib python-data-analysis

Last synced: 19 Jan 2026

https://github.com/luthfirrahmanb/tips-visualization

visualization tips data set with dash plotly

dash data-science data-visualization plotly python3

Last synced: 11 Oct 2025

https://github.com/alexmcvay/uber-data

UBER sql clone

data data-visualization sql

Last synced: 19 Jan 2026

https://github.com/bhavinpatel4199/machine-learning-programming

This repository serves as a central hub for various machine learning projects and experiments. It contains multiple sub-repositories, each focusing on different aspects of machine learning, from data preprocessing to advanced deep learning techniques.

data-structures data-visualization machine-learning machine-learning-algorithms pandas-dataframe python3 sklearn

Last synced: 19 Jan 2026

https://github.com/azaz9026/email-spam-detection

Welcome to the Email Spam Detection project! This repository provides a machine learning model for detecting spam emails using a Naive Bayes classifier and a simple web interface built with Streamlit.

data-analysis data-cleaning data-structures data-visualization deep-learning machine-learning python sql streamlit

Last synced: 14 Apr 2026

https://github.com/benst099/circlesplot

Visualize proportions with circles in a plot

cran cran-r data-science data-visualization proportions r visualization

Last synced: 11 Oct 2025

https://github.com/mouradhamzaoui/End-To-End-MLOPS-Airline-Project

This project aims to predict the number of passengers, freight quantity, and mail quantity for American airlines operating between Canadian and U.S. airports using an MLOps approach. It involves automating the data pipeline, from data extraction and preparation to model training and evaluation, leveraging tools like DVC, MLflow, and Docker for vers

data-visualization docker dvc github-actions machine machine-learning-algorithms mlflow

Last synced: 14 Apr 2026

https://github.com/mr-chang95/udacity-starbucks-challenge

Data Science Project for Udacity's Data Scientist Program. Using Python in Jupyter Notebook.

data data-science data-visualization numpy pandas sklearn

Last synced: 14 Apr 2026

https://github.com/ahsankhizar5/titanic-eda-visualization

Exploratory Data Analysis and Visualization on the Titanic Dataset using Python, Pandas, Matplotlib, and Seaborn to uncover survival patterns.

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

Last synced: 31 May 2026

https://github.com/dzakwanalifi/stadata-x

Terminal UI untuk menjelajahi dan mengunduh data BPS Indonesia secara interaktif

bps-api cli-app data-analysis data-visualization indonesia-statistics indonesian-data open-data python statistics terminal-ui textual tui

Last synced: 20 Jan 2026

https://github.com/timjjting/task-lineage-generator

A simple Task Lineage Diagram Generator

d3 dag data-visualization golang graphviz-dot lineage task

Last synced: 21 Jan 2026

https://github.com/abeltavares/postql

Python library and command-line interface (CLI) tool for interacting with PostgreSQL databases, providing simplified database management, query execution, and result export functionalities.

cli command-line-interface data-analysis data-engineering data-export data-management data-processing data-visualization database database-administration database-tools etl oop postgres postgresql psycopg2 python sql sqlalchemy wrapper

Last synced: 19 Jan 2026

https://github.com/alexondata/daan_eda-exploratory-data-analysis_ecommerce

This project presents an Exploratory Data Analysis (EDA) pipeline for an eCommerce dataset, integrating Python, SQL Server, and Power BI to transform raw transactional data into meaningful business insights. The project was developed as part of an academic assignment at Transilvania University of Brașov, Faculty of Mathematics and Computer Science.

data-analysis data-visualization ecommerce microsoft-sql-server powerbi python

Last synced: 18 May 2026

https://github.com/sebastian-gregoricchio/rseb

An R-package for daily tasks required to handle biological data as well as avoid re-coding of small functions for quick but necessary data management.

atac-seq bedtools chip-seq cutandtag daily-tasks data-visualisation data-visualization datamining deeptools genomics ngs qpcr qpcr-analysis r rna-seq statistics

Last synced: 31 May 2026

https://github.com/luzmo-official/temperature-increase

A web app displaying Global temperature rises since 1961 based on the dataset made public by FAOSTAT

climate dashboard data-visualization temperature

Last synced: 19 Jan 2026

https://github.com/louisfernando1204/websocket-benchmark

A comprehensive performance testing and analysis suite designed to evaluate and compare different WebSocket server implementations across various programming languages and libraries.

benchmarking broadcast-test coder-websocket csv data-analysis data-visualization echo-test golang gorilla-websocket nodejs python3 socket-io websocket-client websocket-server ws

Last synced: 09 Apr 2026

https://github.com/adadalshabab/data-engineering-gcp-project

An end-to-end modern data engineering project, including deployment of ETL pipeline on Google Cloud Platform, using BigQuery for data analysis and leveraging Looker to generate an insight dashboard.

bigquery data data-science data-visualization databases dataengineering-a engineering etl-pipeline looker-studio powerbi

Last synced: 19 Jan 2026

https://github.com/achronus/data-graphing-tool

A tool for finding the perfect graph that fits your CSV data.

data-visualization matplotlib numpy pandas python3

Last synced: 13 Oct 2025

https://github.com/petitatelier/data-generators

A collection of data generators, to play with in visualization experiments

data-generator data-visualization

Last synced: 13 Oct 2025

https://github.com/flowsta/ods-educacion-aporta

ODS para educación, iniciativa APORTA 2021

data data-visualization ods sdg

Last synced: 27 Jan 2026

https://github.com/mishraanuraagx/finsight

FinSight is a machine learning-driven financial analytics tool designed to explore, cluster, and visualize different financial assets based on their risk and return behaviors.

clustering cryptocurrency data-science data-visualization deep-learning fastapi finance financial-analysis gru hierarchical-clustering investment-analysis lstm machine-learning portfolio-analysis predictive-modeling quantitative-finance risk-management stock-market time-series yfinance

Last synced: 24 Apr 2026

https://github.com/ashioyajotham/data_centers_are_eating_the_world

This idea is mostly how supercomputers (AI data centers) are coming up fast so it is an attempt to map them like Semi-Analysis does

data-center data-visualization supercomputers

Last synced: 14 Oct 2025

https://github.com/jasonleelunn/regex-visualiser

RegEx engine implementation, with an interactive frontend :eight_spoked_asterisk:

0de5 data-visualization regex

Last synced: 14 Oct 2025

https://github.com/anushkundu/london-housing-market-analysis

London Housing Market Analysis: An Insightful Power BI Dashboard"

data-analysis data-visualization powerbi transformation

Last synced: 27 Jan 2026

https://github.com/ycli0536/csemnva

A web application for visualizing and analyzing Controlled Source Electromagnetic (CSEM) data collection and navigation.

data-visualization geophysics time-series timeseries visualization

Last synced: 24 Feb 2026

https://github.com/ayorick23/python-data-science-cheat-sheet

Guía rápida y práctica de sintaxis, comandos y funciones esenciales de Python para Ciencia de Datos. Perfecta para recordar cómo usar las librerías más comunes como NumPy, Pandas, Matplotlib y Scikit-learn en tus análisis diarios.

cheat-sheet data-analysis data-science data-visualization deep-learning jupyter-notebook machine-learning matplotlib ml numpy pandas python scikit-learn scipy seaborn statistics sympy tensorflow

Last synced: 07 Apr 2026

https://github.com/markusbegerow/powerbi-navigation-menu

Interactive navigation menu visual for Power BI with slide-out filtering and hierarchical data support

business-intelligence d3js data-visualization filter hamburger-menu navigation powerbi powerbi-custom-visuals powerbi-visuals typescript

Last synced: 14 Oct 2025

https://github.com/pngo1997/chicago-airbnb-listings

Interactive Chicago Airbnb listings geospatial map.

data-visualization geospatial html python visualization

Last synced: 31 May 2026

https://github.com/miserman/splot

An R package to ease data visualization

data-visualization r

Last synced: 22 Jan 2026

https://github.com/saisurajmatta/healthcare-data-analytics

Power BI project analyzing Emergency Department data, demonstrating skills in data transformation, DAX, and visualization. It focuses on patient flow, wait times, demographics, and satisfaction, providing actionable insights for healthcare improvement. Includes documentation, data dictionary, and code samples.

data-analysis data-modeling data-visualization dax power-bi powerbi-visuals powerquery

Last synced: 22 Jan 2026

https://github.com/chahelgupta/dep-videogames-dataset

The data extraction and processing involved thorough exploration, preprocessing, and visualization of the "Video Game Sales with Ratings" dataset.

data-analysis data-exploration data-extraction data-preparation data-preprocessing data-processing data-science data-visualization

Last synced: 15 Oct 2025

https://github.com/a26nine/msc-dissertation-bitcoin-dashboard

An interactive data visualisation dashboard built using Tableau Desktop to research and analyse the relationship between the price volatility and adoptability of bitcoin.

data-analysis data-science data-visualization tableau tableau-desktop tableau-prep

Last synced: 17 Feb 2026

https://github.com/praveendecode/phonepe_pulse

Phonepe Pulse Data Visualization and Exploration: A User-Friendly Tool Using Streamlit and Plotly

data-visualization dataanalysis financial-analysis mongodb postgres python sql streamlit-dashboard

Last synced: 14 Apr 2026

https://github.com/iamrajhans/star-cred

Score a GitHub repo's stargazers 0-100 by how many are real, active developers vs. new, inactive, or bot-like accounts. 100% client-side dashboard — runs in your browser, no backend.

bot-detection credibility dashboard data-visualization fake-stars github github-api github-graphql github-pages react stargazers tailwindcss typescript vite

Last synced: 21 Jun 2026

https://github.com/sckonung/padnas_spotify_analyze

Data Transformation and Visualization For Dataset

data-science data-visualization pandas plotly python

Last synced: 14 Apr 2026

https://github.com/virajbhutada/hollywood-insights-tableau

Strategic cinematic insights through Hollywood's data landscape. Tableau-driven analytics for genre, studio profitability, and audience dynamics. Uncover trends, assess audience reception, and navigate through years of film data, elevating your understanding of the cinematic world.

analystics business-intelligence dashboard data-analysis data-visualization entertainment hollywood storytelling tableau tableau-desktop visualization

Last synced: 05 Feb 2026

https://github.com/sunnyrao07/education-wage-trends-usa-1973-2022

A Tableau-based data visualization project analyzing wage trends by education, gender, and race in the USA (1973–2022).

dashboard data-visualization tableau

Last synced: 05 Feb 2026

https://github.com/madhursinghbhadoriya/cutomer_data_analysis1

Customer_Data Analysis - Tableau

chart data-visualization tableau

Last synced: 22 Jan 2026

https://github.com/fatihilhan42/nba-players-data-1950-to-2021

In this project, the data of the NBA players between the years 1950-2021 were examined. After the NBA players' season, height, performance, averages of points, teams and positions they played were obtained through csv files, important tables and graphs were created using data cleaning and data visualization algorithms.

data data-analysis data-engineering data-science data-visualization

Last synced: 16 Oct 2025

https://github.com/mindlessmuse666/iris-ml-based-on-decision-trees

Проект демонстрирует применение моделей машинного обучения на основе деревьев решений и случайного леса для классификации набора данных Iris. Включает в себя загрузку данных, обучение моделей, оценку производительности и визуализацию результатов. Предназначен для изучения основ машинного обучения и анализа данных.

classification data-analysis data-visualization decision-trees iris-dataset machine-learning model-evaluation python random-forest scikit-learn

Last synced: 17 Oct 2025

Data visualization Awesome Lists
awesome-datascience 944 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 520 awesome-python-data-science 382 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-ggplot2 661 awesome-data-analysis 936 awesome-clojurescript 124 awesome-frontend-gis 199 awesome-open-data-centric-ai 56 data-science-with-ruby 101 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-biological-visualizations 70 awesome-python-machine-learning-resources 1,884 awesome-datajournalism 170 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 265 fucking-awesome-creative-coding 85 awesome_science 73 awesome-julia-list 42 awesome-list 1,345 fucking-awesome-machine-learning 940 fucking-awesome-datascience 238 fucking-awesome-bigdata 414 data-engineering-collection 678 awesome-interests 66 datatools 61 awesome-visual-analytics-healthcare 83 awesome-vega 40 awesome-dataviz 34 awesome-interactive-earth-viz 60 awesome-react-components 556 creative-coding-resources 48 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 606 Uncategorized 540 Software packages 402 Literature and Media 386 Python 374 UI Components 280 Tools 275 Table of Contents 226 Learning Resources 211 Machine Learning 205 Data and models 202 Books 202 Training Resources 202 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 150 Socialize 141 Other Awesome Lists 136