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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/shriram-vibhute/digit_classification

This project demonstrates various machine learning techniques for classifying handwritten digits from the MNIST dataset. It covers data preprocessing, model training, evaluation, and advanced classification strategies.

classification data-analysis data-visualization machine-learning matplotlib numpy pandas sk-learn

Last synced: 15 Jan 2025

https://github.com/jhrcook/wagenmaker-data-analysis

Analysis of Registered Replication Report: Strack, Martin, & Stepper (1988) by Wagenmaker et al.

data-analysis r r-project statistics

Last synced: 13 Jan 2025

https://github.com/jubinjacob03/heartdiseaseclassify-ml

Heart Disease Dataset Analysis & Classification using ML models such as linear, support vector machine, k-means, k-nearest neighbors and logistic regression.

data-analysis data-science data-visualization ipython-notebook kaggle-dataset kmeans knn linear-regression logistic-regression machine-learning matplotlib python seaborn support-vector-machine

Last synced: 11 Oct 2024

https://github.com/prithivsakthiur/data-board

Data Boards - Visualization of various plots ( Analysis )

data-analysis gradio huggingface keras mathplotlib pandas plots pyplot scikit-learn seaborn spaces

Last synced: 21 Dec 2024

https://github.com/zen204/airbnb_availability

A machine learning model that predicts Airbnb listing availability, utilizing feature engineering and supervised learning techniques to improve guest experience and optimize host management.

binary-classification data-analysis data-preprocessing data-visualization feature-engineering machine-learning matplotlib model-evaluation nlp pandas predictive-modeling python scikit-learn seaborn supervised-learning

Last synced: 03 Nov 2024

https://github.com/csoren66/diabetics_prediction

Predicting that whether the patient has diabetes or not on the basis of the features we will provide to our machine learning model.

data-analysis machine-learning python svm

Last synced: 13 Jan 2025

https://github.com/mrankitgupta/titanic-survival-prediction-93-xgboost

Titanic Survival Prediction Project (93% Accuracy)🛳️ In this notebook, The goal is to correctly predict if someone survived the Titanic shipwreck using different Machine Learning Model & Hyperparameter tunning.

classification data-analysis data-science data-visualization gradient-boosting kaggle-competition linear-regression logistic-regression machine-learning machine-learning-algorithms ml ml-models nlp prediction predictive-modeling random-forest titanic titanic-kaggle titanic-survival-prediction xgboost

Last synced: 17 Jan 2025

https://github.com/akash1070/project---applied-statistics-

To dive deep into this data & find some valuable insights.

data-analysis data-science python statistics

Last synced: 29 Jan 2025

https://github.com/alexandrelamarre/fission

Data analytics & Structured streaming optimized for the Edge

data-analysis data-engineering rust structured-data unstructured-data

Last synced: 11 Jan 2025

https://github.com/phomint/udacity_dataanalysis

All projects and activities

data-analysis python udacity-nanodegree

Last synced: 15 Jan 2025

https://github.com/cano1998/eda-survival-of-the-titanic

This project focuses on Exploratory Data Analysis (EDA) to identify the key determinants that influenced survival during the infamous Titanic accident.

data-analysis data-cleaning data-preprocessing data-visualization exploratory-data-analysis jupyter-notebook titanic-survival-exploration

Last synced: 04 Jan 2025

https://github.com/walidalsafadi/titanic-disaster

In this challenge, we ask you to build a predictive model that answers the question: “what sorts of people were more likely to survive?” using passenger data (ie name, age, gender, socio-economic class, etc).

data-analysis data-science decision-trees eda gradient-boosting knearest-neighbors machine-learning-algorithms naive-bayes random-forest titanic-kaggle titanic-survival-prediction

Last synced: 22 Jan 2025

https://github.com/iguptashubham/pizzahut-analysis-sql

best dataset for data analysis. Pizzahut data analysis done by Shubham Gupta in MySql. This dataset is provided by friend of mine intern at pizzahut. In pizzahut, they used this dataset to train and ask question. This data does not reveal anything about the pizzahut. It is safe to share. data

data-analysis data-analytics database dataset datasets mysql mysql-database pizzahut

Last synced: 14 Jan 2025

https://github.com/olekscode/covidanalysis

A setup for COVID-19 data analysis in Pharo

coronavirus covid-19 data-analysis pharo

Last synced: 11 Feb 2025

https://github.com/namratha2301/best-selling-books

Comprehensive examination of best-selling books, focusing on understanding sales patterns, genre distributions, and the impact of various features on book performance.This project aims to predict book sales and classify genres, providing valuable insights for authors, publishers, and readers.

data-analysis data-visualization matplotlib pandas sckiit-learn seaborn

Last synced: 28 Jan 2025

https://github.com/iguptashubham/ott-churn-eda-ml

Understanding why customers discontinue their subscriptions will be crucial in optimizing the user experience, reducing churn, and maximizing customer lifetime value. By using Machine learning model to predict the Customer Churn.

data-analysis data-analysis-project data-science data-science-portfolio data-science-projects data-visualization machine-learning python

Last synced: 14 Jan 2025

https://github.com/ahammadshawki8/playing-with-pandas

🐼 Pandas is one of my favourite library in python. It is well-known for "Analyzing" data. Learn basics and beyond the basics of Pandas from this repository. 🤍🖤

beginner-friendly data-analysis favourite-library pandas python

Last synced: 28 Dec 2024

https://github.com/phammings/sales-management-analysis

Sales management analysis and Power BI dashboard for sample business request and user stories

data-analysis excel powerbi sql

Last synced: 15 Jan 2025

https://github.com/mgobeaalcoba/analisis_con_r

Trabajos de análisis realizados con lenguaje R

data-analysis data-science dataset r r-package r-programming r-studio

Last synced: 20 Jan 2025

https://github.com/mohammadreza-mohammadi94/data-analysis-and-machine-learning-projects

A comprehensive collection of data analysis and machine learning projects, showcasing techniques and models for various data challenges. Dive in to explore code examples, analyses, and machine learning workflows.

data-analysis data-science dataframes exploratory-data-analysis pandas python scikit-learn visualization

Last synced: 07 Nov 2024

https://github.com/colburncodes/se_pudding_2023

This project is a React app designed to showcase research conducted by a team of data scientists and data analysts. The app is utilizing React and React-Chartjs-2

chartjs-2 data-analysis data-science data-visualization react-chartjs-2 reactjs

Last synced: 22 Jan 2025

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

Weather prediction model which mainly focuses on visualization.

data-analysis data-visualization matplotlib numpy pandas pandas-dataframe

Last synced: 21 Dec 2024

https://github.com/mgobeaalcoba/matplotlib_y_seaborn

Aquí dejaré trabajos de visualización realizados con ambas librerías de Python.

data-analysis data-science data-visualization dataset matplotlib numpy pandas python seaborn

Last synced: 20 Jan 2025

https://github.com/raad07/sql_project-world_layoffs_dataset

This is a SQL project which comprises the Data Cleaning in the first part and Exploratory Data Analysis (EDA) in the second part.

data-analysis database mysql sql

Last synced: 22 Jan 2025

https://github.com/maskedsyntax/taskit

A simple web based Task Tracker for better focus

charts data-analysis python3 streamlit task-tracker-app todo-list

Last synced: 05 Feb 2025

https://github.com/aekanshd/crazytics-suicidesindia

Basic interpretation of the Suicides in India data-set using R.

data-analysis data-science graph india r suicides

Last synced: 15 Jan 2025

https://github.com/drcbeatz/aynm-data

Python scripts for data cleaning and processing for AYNM (Pandas/NumPy/Selenium/Azure Cognitive Services)

automation azure-cognitive-services csv data-analysis data-cleaning ipynb numpy ocr pandas python reverb selenium shopify webscraping xml

Last synced: 26 Jan 2025

https://github.com/aravind-selvam/bikeshare-company-analysis

Google Data Analytics Professional Certificate program's Capstone project, of a bike sharing company

analytics business-analytics business-intelligence data data-analysis data-visualization dataanalytics google-data-analytics postgresql sql sql-server

Last synced: 14 Jan 2025

https://github.com/adolbyb/data-science-python

An Introduction to Data Science and Data Visualization with the FAU Data Science and Machine Learning Club

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

Last synced: 20 Jan 2025

https://github.com/mgobeaalcoba/pandas_y_numpy

Trabajos realizados con estas librerías de Python para manejo de datos.

data-analysis data-science dataset numpy pandas python

Last synced: 20 Jan 2025

https://github.com/sumidcyber/dataviz-master

This Python application provides a user-friendly interface to load and visualize the contents of a CSV file. Users can choose from various types of graphs and perform analyses on the dataset.

data-analysis data-analysis-project data-analysis-python database databases python python3

Last synced: 22 Jan 2025

https://github.com/derrickbaruga7/mapping-median-age-europe

An R project that creates an interactive map of the median age across European regions using Eurostat data and spatial visualization packages.

data-analysis data-science data-visualization datascience european-union mapping r

Last synced: 30 Jan 2025

https://github.com/realorangeone/docker-cyberchef

A containerized deployment of CyberChef, with additional protections

cyberchef data-analysis data-manipulation docker encoding

Last synced: 21 Dec 2024

https://github.com/virajbhutada/uk-road-traffic-analytics-excel-sql-powerbi-tableau

This portfolio project presents comprehensive analysis of road accidents data using Excel, SQL queries, Power BI visualizations, and Tableau dashboards. This repository showcases the integration of multiple analytical tools, offering actionable insights to enhance road safety and mitigate accidents.

analytics data-analysis data-science data-visualization excel microsoft-sql-server powerbi powerbi-visuals road-safety sql tableau tableau-public

Last synced: 18 Jan 2025

https://github.com/edseldim/FirstRoundElectionsFr

A data visualization spreadsheet on Excel

data-analysis data-visualization excel pandas python

Last synced: 06 Dec 2024

https://github.com/mubassim-khan/stack-overflow-developer-survey-2023

This repository contains the code for data analysis of Stack Overflow Developer Survey 2023, containing the digital representation of most used languages and much more. View README for more descriptive overview of repository.

data-analysis data-analysis-python matplotlib-pyplot numpy pandas-python

Last synced: 15 Jan 2025

https://github.com/prime-infinity/type-one

Software to visualize and analyze GitHub repos based on certain statistics such as stars, forks and issues

data-analysis data-visualization

Last synced: 24 Nov 2024

https://github.com/vkbo/osirisanalysis

Matlab toolbox for analysing simulation results from Osiris 3

data-analysis matlab matlab-gui physics-simulation

Last synced: 16 Nov 2024

https://github.com/codingprivacy/feedback-portal-system

AI based Feedback Portal System which takes periodic feedbacks from users via highly human friendly chat-bot, analyse the responses through NLP and sentiment analysis and visualize the analysis on the portal website.

artificial-intelligence bokeh chatbot data-analysis flask mysql-database nlp portal python sentiment-analysis visualization website

Last synced: 12 Jan 2025

https://github.com/billgewrgoulas/hypothesis-testing-on-37-seasons-of-nba

First assignment for the course Data Mining @CSE.UOI

data-analysis data-science numpy scipy seaborn statistics

Last synced: 16 Jan 2025

https://github.com/kedwar83/housing-prices-exploration

Using machine learning algorithms to explore housing prices

data-analysis data-science python school-project

Last synced: 21 Jan 2025

https://github.com/chaganti-reddy/case-study-market-segmentation

Market Segmentation Case Study Analysis using Clustering

case-study data-analysis machine-learning market-segmentation plotting

Last synced: 20 Jan 2025

https://github.com/nirmalvatsyayan/data-analyst-nanodegree

Udacity data analyst nanodegree project submissions and learning

data-analysis numpy pandas python statistics udacity-data-analyst-nanodegree

Last synced: 12 Jan 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: 16 Nov 2024

https://github.com/giordano-lucas/tesco-extension

Products clustering and interactive visualization

clustering data-analysis data-visualization tesco

Last synced: 02 Jan 2025

https://github.com/gattiharishkumar/blinkit-sales-analysis-dashboard

This project presents a comprehensive sales analysis dashboard for Blinkit, an Indian last-minute delivery app. The dashboard was created using Power BI and provides a detailed overview of the company's sales performance across various outlets and product categories.

dashboard data-analysis data-transformation data-visualization ms-excel-data-analytics power-query powerbi powerbi-visuals

Last synced: 29 Dec 2024

https://github.com/gattiharishkumar/employee-attendance-leaves-analytics-dashboard

This project showcases a Power BI dashboard created to analyze employee attendance and leaves over a three-month period. The data was sourced from Excel datasets available on the Codebasics website.

dashboards data-analysis data-cleaning data-transformation data-visualization power-query-editor powerbi

Last synced: 29 Dec 2024

https://github.com/ajimaulana123/e-commerce-data-analis

Analisis dataset e-commerce guna menjawab kebutuhan product mana yang paling laris dibeli customer

data-analysis

Last synced: 28 Jan 2025

https://github.com/akarshankapoor7/tensorflow_tutorial

This is an easy and fast tutorial for tensorflow. In data science, TensorFlow is an open-source machine learning framework by Google. It's used for building and training machine learning and deep learning models.

data-analysis data-science deep-learning machine-learning tensorflow

Last synced: 27 Dec 2024

https://github.com/sathyasris27/data-analysis-on-adult-smoking-patterns-in-the-uk

The aim of this analysis is to understand the smoking patterns among adults in the UK.

data data-analysis data-visualization python3

Last synced: 10 Jan 2025

https://github.com/jfjlaros/spreadscript

SpreadScript: Use a spreadsheet as a function.

automation command-line data-analysis evaluation function interface spreadsheet

Last synced: 12 Jan 2025

https://github.com/maheshthedev/twitter-analysis

Analysis on Various Topics with Twitter Data

data-analysis twitter-analysis

Last synced: 20 Dec 2024

https://github.com/michenriksen/inspectra

A simple web app for data inspection.

data-analysis decoding web-tool

Last synced: 14 Jan 2025

https://github.com/seankwarren/water-quality-analysis

An examination of water quality in the Atlanta watershed with a focus on identifying neglected areas and potential strategies for improving water quality monitoring

analytics data-analysis jupyter-notebook python

Last synced: 07 Feb 2025

https://github.com/sunnybibyan/call_centre_power_bi_dashboard

Create a dashboard in Power BI to visualize relevant KPIs and metrics that will help the call center manager understand trends.

call-centre-analysis dashboard data-analysis data-visualization powerbi

Last synced: 05 Jan 2025

https://github.com/sunnybibyan/random_data_generation

A project that generates a dataset using various statistical distributions (Normal, Uniform, Exponential, Random Integers, and Binomial) and performs data analysis. Includes visualizations and an option to export the data as a CSV file.

data-analysis data-visualization python random-data-generation statistics streamlit-webapp

Last synced: 05 Jan 2025

https://github.com/foxriver76/iobroker.intelliflow

Stream data analysis adapter for ioBroker.

data-analysis iobroker machine-learning streaming-data

Last synced: 10 Feb 2025

https://github.com/ehopperdietzel/billionaires-analysis

Análisis de la cantidad de billonarios por país. Inspirado en el artículo "Russian Billionaires"

bootstrap data-analysis poisson-distribution prediction

Last synced: 30 Oct 2024

https://github.com/sunnybibyan/marketing_campaign_analysis_power_bi_dashboard

Campaign Performance Analysis This project analyzes the performance of Spring, Summer, and Fall marketing campaigns, revealing key insights and actionable recommendations.

data-analysis data-visualization dax marketing-campaign powerbi

Last synced: 05 Jan 2025

https://github.com/kishlayjeet/zomato-data-exploration

In this project, we will be exploring a dataset containing information on various restaurants and their ratings, location, and other attributes.

data-analysis eda matplotlib numpy pandas zomato-data-exploration

Last synced: 24 Dec 2024

https://github.com/husna-poyraz/titanic-machine-learning

Use machine learning to create a model that predicts which passengers survived the Titanic shipwreck.

data data-analysis data-science data-visualization deep-learning machine-learning missing-data outlier-detection python titanic

Last synced: 09 Jan 2025

https://github.com/mrjxtr/coffee_sales_analysis

Full data analytics process from data gathering, data processing, data visualization and reporting on a small coffee shop sales data.

dashboard data-analysis data-cleaning data-visualization kpi-report pandas python3 spreadsheet tableau-public

Last synced: 24 Dec 2024

https://github.com/onome-joseph/ml-fraud-dectection

This project is designed to identify fraudulent transactions with high accuracy.

classfication-model data-analysis data-science machine-learning problem-solving

Last synced: 12 Feb 2025

https://github.com/riju18/advanced-data-analysis-and-visualization

Advanced level of data preparation, level of detail calculation, animation, table calculation etc for data analysis & visualization.

data-analysis data-science data-visualization tableau

Last synced: 28 Jan 2025

https://github.com/birkkarlsen/beam_dynamics_tools

Repository filled with functions related to the analysis of longitudinal beam dynamics measurements and simulations

accelerator-physics beam-dynamics data-analysis

Last synced: 12 Jan 2025

https://github.com/tnleite/projeto_king_lift

Este projeto apresenta uma análise detalhada dos dados financeiros da King Lift, uma empresa de locação de empilhadeiras. Utilizando Microsoft Excel, Power Query e Power Pivot, desenvolvi um dashboard interativo, também em Excel, que ajuda a empresa a obter insights valiosos para melhorar a eficiência operacional e aumentar o faturamento.

data-analysis data-science data-visualization excel

Last synced: 04 Feb 2025

https://github.com/kinshuk-code-1729/data-visualisation-using-python

This Repository consists of several python snippets for creating Two-Dimensional (2D) Graphics

data-analysis data-science data-visualization matplotlib visualization

Last synced: 12 Jan 2025

https://github.com/sufiyanahmed4566/sql-musicmaven

"This Music Store Database Project showcases SQL skills through comprehensive database design, query optimization, and data analysis. Includes ER diagram, database file, query questions (Easy, Medium, Hard), answered queries, and CSV table data. Ideal for recruiters seeking skilled SQL developers for music store management and data analysis.

data-analysis database insights mysql-database oracle-database relational-databases sql

Last synced: 24 Jan 2025

https://github.com/ifibla/adsdb-project

Algorithms, Data Structures and Databases Project

data-analysis data-engineering python

Last synced: 28 Jan 2025

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: 22 Jan 2025

https://github.com/yard1/linearordering

An R package. Provides various methods of linear ordering of data. Supports weights and positive/negative impacts.

data-analysis data-analysis-in-r data-analysis-r data-science r

Last synced: 19 Jan 2025

https://github.com/jasoncobra3/whatsapp_chat_analyzer

WhatsApp Chat Analyzer is a powerful tool that provides insightful analytics from your WhatsApp conversations. Whether you're curious about your chatting habits, want to analyze group dynamics, or need to extract meaningful data from your conversations, this tool has got you covered!

data-analysis data-science data-visualization machine-learning streamlit streamlit-webapp whatsapp-chat whatsapp-chat-analyzer

Last synced: 10 Feb 2025

https://github.com/virajbhutada/walmart-retail-analyzer

Gain valuable insights into retail sales with the "Walmart Retail Performance Dashboard" in MS Excel. This user-friendly tool facilitates an in-depth analysis of key sales metrics, providing a comprehensive view of Walmart's performance. Make data-driven decisions for informed and strategic business outcomes.

analytics data-analysis data-science data-visualization excel insights interactive-visualizations performance-analysis retail-sales walmart

Last synced: 10 Jan 2025

https://github.com/virajbhutada/google-stock-price-forecasting-lstm

Analyzing and predicting Google's stock prices through detailed data exploration and advanced LSTM models. This project involves data preprocessing, creating time-series sequences, constructing and training LSTM networks, and evaluating their performance to forecast future stock prices utilizing Python and Machine Learning libraries.

data-analysis data-science data-visualization future-prediction google-dataset google-stock-price-prediction google-stocks lstm-model lstm-neural-network machine-learning machine-learning-models matplotlib model-building model-training numpy python stock-forecasting

Last synced: 10 Jan 2025

https://github.com/virajbhutada/music-recommendation-system

This project is designed to provide personalized music recommendations for relaxation and meditation. Leveraging ML and data analysis, the system suggests tracks based on user preferences such as tempo, energy, and genre. Join us in enhancing music discovery through advanced algorithms and community-driven contributions.

data-analysis data-science-projects data-visualization eda html machine-learning ml-algortihms model-deployment model-evaluation music-recommendation-system nlp pivot-table principal-component-analysis python python-library similarity-matrix spotify-data streamlit-web user-experience

Last synced: 10 Jan 2025

https://github.com/virajbhutada/movie-rental-store-analytics-sql-powerbi-excel

Dive into the DVD rental industry with my Capstone project, Movie Rental Analytics. Analyzing the Sakila DVD Rental Store Database, I extract insights through exploratory data analysis (EDA) and Power BI visualizations. Findings inform strategies for optimizing film inventory, enhancing business operations, and customer experiences.

business-intelligence capstone-project customer-behavior-analysis data-analysis data-science excel exploratory-data-analysis film-ratings mece movie-database movie-rental mysql powerbi powerbi-visuals revenue-analysis sql sql-database

Last synced: 10 Jan 2025

Data analysis Awesome Lists
awesome-R 483 Awesome-Geospatial 1,262 awesome-TS-anomaly-detection 55 awesome-python-data-science 379 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 data-science-with-ruby 101 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-ethereum-analytics 45 awesome-qlik 32 Road2R 260 awesome-saas 77 Environmental-Data-Science 51 awesome-web3 67 SORTED 94 fucking-awesome-R 378 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 253 文本数据和NLP 190 R 163 Machine Learning 163 Table of Contents 141 数据可视化 134 Reading corner 129 机器学习框架 128 Podcasts 117 图像数据与CV 115 工作流程和实验跟踪 113 模型的可解释性 106 超参数优化和AutoML 101 数据管道和流处理 83 Others 79 Books 75 数据容器和结构 72 Lists of libraries 68 地理Geo处理 65 分布式机器学习 64