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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/thecoderpinar/reta

🍃 Explore the world of renewable energy production, analyze historical data, and predict sustainable energy trends. Join us on the journey to a greener future!

arima clean-energy data-analysis data-science data-visualization energy-future forecasting-models innovation renewable-energy sustainability time-series

Last synced: 09 Feb 2025

https://github.com/worst001/note_machine_learning

整理了机器学习相关资料与手册，包括数学基础、机器学习模型实现示例、神经网络。

ai data-analysis deep-learning development guide learning machine-learning markdown mkdocs note notebook

Last synced: 12 Jan 2025

https://github.com/njoyedevs/chatgpt3_riskanalyzer

In this project, ChatGPT3 was fine tuned on 9 data series spanning 40 years. This helped train ChatGPT3 to provide a market risk score. To view, visit: https://www.aimarketrisk.com

chatgpt3 data-analysis flask fred-api full-stack-web-development pandas python

Last synced: 30 Jan 2025

https://github.com/lafayettegabe/g2m-insight-for-cab-investment-firm

📊 Exploratory Data Analysis (EDA) on multiple datasets related to the cab industry in the US, to provide actionable insights and recommendations to a private firm looking to invest in the market. The analysis includes data cleaning, transformation, visualization, and hypothesis testing.

big-data data data-analysis data-science data-visualization eda gotomarket

Last synced: 08 Feb 2025

https://github.com/walidalsafadi/house-prices

Ask a home buyer to describe their dream house, and they probably won't begin with the height of the basement ceiling or the proximity to an east-west railroad. With 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa, this competition challenges you to predict the final price of each home.

cross-validation data-analysis data-science data-visualization decision-trees eda house-price-prediction house-prices jupyter linear-regression machine-learning machine-learning-algorithms mlp-regressor plot python random-forest-regression regression svr xgboost-regression

Last synced: 22 Jan 2025

https://github.com/c0deta1ker/matbase

MatBase provides access to an extensive database of material parameters, inelastic mean free paths (IMFP), photoionization binding energies, cross sections, and asymmetry parameters. Additionally, MatBase includes a suite of functions for users to load, process, model and fit their own data, making it an indispensable tool in the field.

cross-sections crystal-structure crystallography data-analysis data-fitting database electron imfp imfp-calculator-matlab material material-database matlab matlab-application matlab-gui matlab-toolbox pes-modelling photoelectron-spectroscopy photoionization simulation xps

Last synced: 30 Nov 2024

https://github.com/gjbex/python-dashboards

Repository that contains material for training sessions on creating dashboards using Python.

dash dashboard data-analysis data-exploration data-science data-visualization panel python streamlit training training-materials visualization

Last synced: 22 Nov 2024

https://github.com/emptymalei/mini-lab

Some code snippets used to explain stuff to myself in my personal data science wiki

data-analysis data-mining data-science data-visualization datascience

Last synced: 13 Feb 2025

https://github.com/mwoss/mlflow-stock-market-example

Stock market prediction - machine learning pipeline using MLFlow.

anaconda data-analysis databricks example lstm mlflow python stock-market stock-price-prediction tutorial

Last synced: 24 Jan 2025

https://github.com/frikishaan/browsing-history-analysis

This is a data analysis of my browsing history for the last 7 months.

browsing-history data-analysis jupyter-notebook python

Last synced: 09 Jan 2025

https://github.com/kenvilar/data-analysis-using-python

Transforming a description of a location from an analyzed CSV file data using Pandas with Python 3

bs4 data-analysis jupyter pandas python python3 requests xlrd

Last synced: 18 Nov 2024

https://github.com/jimbrig/EDA

Exploratory Data Analysis R Package and Shiny App

data-analysis data-visualization eda r shiny

Last synced: 04 Dec 2024

https://github.com/joanacmbarros/ardm-website

Website to support the R in Pharma 2023 workshop on the ARDM

analysis-results automation clinical-data data-analysis data-model r-in-pharma

Last synced: 09 Feb 2025

https://github.com/freekatz/english-reading

考研英语(10-19)数据集及相关数据分析

data-analysis dataset

Last synced: 02 Feb 2025

https://github.com/andreaschandra/who-suicides-statistics

Exploratory Data Analysis for Suicides using Python

data-analysis data-science eda python

Last synced: 12 Feb 2025

https://github.com/winter000boy/dsa-practice

This repository holds my solutions for LeetCode’s Pandas playlists. Each section includes code and notes on using Pandas to handle real-world data tasks efficiently. Perfect for anyone looking to deepen their understanding of data manipulation with Pandas.

data-analysis data-science leetcode leetcode-python pandas-python python3

Last synced: 30 Jan 2025

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: 13 Feb 2025

https://github.com/casualcomputer/sql.mechanic

Functions that generate SQL queries that summarize high-dimensional tables stored in various databases (e.g. Microsoft SQL Servers, Netezza, DB2, Postgres, Oracle, MySQL, etc.).

data-analysis data-quality-checks data-science database mysql netezza oracle postgres quality-control r sql sql-server

Last synced: 04 Dec 2024

https://github.com/cego669/datathonengopevi

Equipe: Embrapeiros. Solução proposta para o Datathon do VI ENGOPE (Encontro Goiano de Probabilidade e Estatística). Obs: FOMOS CAMPEÕES!!!!!!!!

data-analysis data-science datathon python r streamlit xgboost-classifier

Last synced: 08 Dec 2024

https://github.com/adirthaborgohain/community-data-analysis

Data and Visual Analysis on several different communities generated using Louvain Algorithm in Neo4j on the dblp dataset.

data-analysis lda python

Last synced: 05 Feb 2025

https://github.com/antononcube/wl-outlieridentifiers-paclet

Wolfram Language (aka Mathematica) paclet that provides outlier identifier functions.

data-analysis hampel outlier-detection outliers

Last synced: 08 Feb 2025

https://github.com/ziaeemehr/itng_nest

Nest Simulator quick guides and examples, adding new model using NESTML

computational-neuroscience data-analysis nest-simulator neuroscience

Last synced: 07 Feb 2025

https://github.com/leonism/customer-predictive-analysis

Explore this repository, a comprehensive resource offering an in-depth guide to conducting customer predictive analysis using cutting-edge machine learning techniques, all within the intuitive framework of Dataiku.

data-analysis data-model data-science data-visualization dataiku machine-learning predictive-modeling

Last synced: 03 Feb 2025

https://github.com/nhsdigital/sde_example_analysis

Example of what you can do in Databricks in the Secure Data Environment (SDE) using Python, SQL, and R.

data-analysis data-science databricks-notebooks machine-learning mlflow

Last synced: 23 Dec 2024

https://github.com/mindful-ai-assistants/credit-card-prediction

💳 This repository focuses on building a predictive model to assess the likelihood of credit card defaults. The project includes data analysis, feature engineering, and machine learning to provide accurate default predictions.

artificial-intelligence data-analysis data-science jupyter logistic-regression machine-learning predictive-modeling python3 scikit-learn

Last synced: 09 Dec 2024

https://github.com/gustavohnsv/teamwork_mqa

Repositório dedicado ao trabalho em grupo baseado nos estudos de métodos para análise de dados da matéria Métodos Quantitativos para Anáise Multivariada.

data-analysis group-project r team-repo

Last synced: 16 Dec 2024

https://github.com/al-ghaly/airline-company-data-warehouse

Data Warehouse modeling, design, implementation, and analysis for an Airline Company.

data-analysis data-warehousing database-modeling sql-server

Last synced: 22 Jan 2025

https://github.com/mynenik/xyplot-32

Extensible Plotting and Data Analysis Program for 32-bit x86 GNU/Linux

cpp data-analysis data-manipulation data-visualization forth linux-app motif xwindows

Last synced: 24 Jan 2025

https://github.com/shivamswarnkar/tesla-stock-prediction

Making prediction of close prices of Tesla Stocks using different regression methods.

data-analysis data-visualization plotly regression regularization sklearn stock-price-prediction

Last synced: 26 Jan 2025

https://github.com/andr3w03/bike-sharing-dashboard

Bike Sharing Data Analysis Streamlit Dashboard

dashboard data-analysis data-visualization python streamlit

Last synced: 29 Jan 2025

https://github.com/thennen/py-ivtools

A package for flexible and reproducible measurement and analysis of current-voltage characteristics of electronic devices.

current-voltage data-analysis data-visualization electrical-engineering emerging-technology instrumentation measurements

Last synced: 24 Jan 2025

https://github.com/yahia3200/become-an-independent-data-scientist

My final project for the Applied Plotting, Charting & Data Representation in Python Course

data-analysis data-science data-visualization matplotlib

Last synced: 22 Jan 2025

https://github.com/viper373/baidutieba

爬取百度贴吧（指定吧名、起始页数/重点页数、日志输出）

baidutieba-crawler bert data-analysis deep-learning python spider

Last synced: 05 Feb 2025

https://github.com/chaitanyac22/house-price-prediction-project-for-a-us-based-housing-company

The goal of this project is to garner data insights using data analytics to purchase houses at a price below their actual value and flip them on at a higher price. This project aims at building an effective regression model using regularization (i.e. advanced linear regression: Ridge and Lasso regression) in order to predict the actual values of prospective housing properties and decide whether to invest in them or not.

advanced-linear-regression business-analytics data-analysis data-cleaning data-manipulation data-visualization exploratory-data-analysis feature-engineering lasso-regression linear-regression machine-learning model-building model-evaluation prediction-model python3 regularization rfe ridge-regression statistics

Last synced: 01 Feb 2025

https://github.com/depressioncenter/data-and-design-core

Code developed by the EFDC Data and Design Core team to support mental health research.

data-analysis data-science efdc inference r statistical-analysis umich

Last synced: 25 Jan 2025

https://github.com/narius2030/sakila-datawarehouse-ssis

Implement a simple data warehouse to store Saklia data - Create data pipelines for extract, transform and load data from source to warehouse - Retrieve data in warehouse to explore and do several analysis

data-analysis data-integration data-modeling data-visualization excel microsoft-sql-server power-bi ssas ssis

Last synced: 07 Feb 2025

https://github.com/bkataru/physics-ia

Programs and files written for Astrostatistics for IB Physics IA. Topic: Visualizing and analyzing the habitable zones for 150,000 stars from the hipparcos catalogue.

astronomical-algorithms astronomy astrophysics astrostatistics data-analysis data-science data-visualization matplotlib plotting

Last synced: 22 Dec 2024

https://github.com/lacerbi/vbmc

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB (old location)

bayesian-inference data-analysis gaussian-processes machine-learning matlab variational-inference

Last synced: 05 Feb 2025

https://github.com/quantumudit/demographic-data-analysis

This project focuses on analyzing and finding correlations between the three important metrics by 195 countries,i.e., birth rate, internet users, and income group.

data-analysis jupyter-notebook power-bi python

Last synced: 26 Dec 2024

https://github.com/quantumudit/alteryx-weekly-challenges

This repository contains Alteryx solutions to the weekly challenges published in Alteryx Community

alteryx alteryx-workflow data-analysis data-science data-transformation data-visualization etl

Last synced: 26 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/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/michenriksen/inspectra

A simple web app for data inspection.

data-analysis decoding web-tool

Last synced: 14 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/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/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/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/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/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/codebyaadi/whatsapp-chat-analyzer

WhatsApp Chat Analyzer is a web app built with Streamlit and Python to analyze your WhatsApp conversations. Upload your chat data and gain valuable insights on message frequency, active participants, and more. Visualize your conversations with word clouds and charts. Explore and understand your chats effortlessly.

data-analysis data-science data-visualization numpy pandas pycharm-ide python python3

Last synced: 12 Feb 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/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/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/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/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/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/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/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/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/phomint/udacity_dataanalysis

All projects and activities

data-analysis python udacity-nanodegree

Last synced: 15 Jan 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/johnsesana/eda-video-game-sales

Exploratory Data Analysis on Public Datasets

data-analysis data-visualization excel

Last synced: 17 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/shriram-vibhute/data-analysis

This repository offers a comprehensive collection of data analysis techniques using NumPy Pandas, Matplotlib and Seaborn.

data-aggregation data-analysis data-visualization data-wrangling matplotlib numpy pandas seaborn

Last synced: 15 Jan 2025

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/solrikk/pictrace-web

PicTraceV2 is a highly efficient image matching platform that leverages computer vision using OpenCV, deep learning with TensorFlow and the ResNet50 model, asynchronous processing with aiohttp, and Selenium for browser automation. PicTraceV2 allows users to upload images directly or provide URLs, quickly scanning a vast database to find image

automation computer-vision data-analysis data-extraction deep-learning image-processing image-search machine-learning natural-language-processing opencv openpyxl pandas python selenium tensorflow web-scraping yandex yandex-api

Last synced: 09 Jan 2025

https://github.com/its-kanii/predictive-maintenance-for-healthcare-equipment

Predictive Maintenance for Healthcare Equipment utilizes machine learning to analyze operational metrics and predict equipment failures. This project leverages a dataset of usage hours, temperature, and maintenance history to enhance equipment reliability and reduce downtime.

data-analysis data-science failure-prediction feature-engineering healthcare-equipment jupyter-notebook machine-learning predictive-maintenance python time-series-analysis

Last synced: 12 Feb 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 Machine Learning 163 R 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 103 数据管道和流处理 83 Others 79 Books 75 数据容器和结构 73 Lists of libraries 68 地理Geo处理 65 分布式机器学习 64