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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/avinashkranjan/basic-data-analysis-and-visualization-in-python

📊 Some of the most important python tools in data science for Data Analysis and Data Visualization.

data-analysis data-science matplotlib matplotlib-pyplot numpy pandas plotly seabourne

Last synced: 13 Dec 2024

https://github.com/nafisalawalidris/911-call-analysis

The 911 Call Analysis project explores and visualises emergency call data to uncover patterns and trends. It includes data preparation, exploratory analysis, visualizing call volume and reasons and generating heatmaps. Users can customize the code for their dataset. The project relies on libraries like Pandas, NumPy, Matplotlib, Seaborn, and SciPy

cluster-analysis data-analysis data-visualization decision-making emergency-calls emergency-services exploratory-data-analysis heatmaps matplotlib numpy pandas patterns-and-trends resource-allocation scipy seaborn

Last synced: 23 Jan 2025

https://github.com/nafisalawalidris/predicting-credit-card-approvals

Explore credit card approval prediction through data analysis and machine learning. Preprocess data, train logistic regression models, and optimize hyperparameters. Learn data preprocessing, feature engineering, model training, and evaluation. Dive into the world of machine learning with Python and popular libraries.

approval-prediction credit-card data-analysis data-preprocessing feature-engineering hyperparameter-optimization libraries logistic-regression machine-learning model-evaluation model-training python python3

Last synced: 23 Jan 2025

https://github.com/maksimekin/umd_data_challange_2020

Ocean Clean up data analysis project for the UMD Data Challenge 2020. Data Exploration for a Sustainable Planet.

cleanup competition data-analysis data-science folium geolocation machine-learning ocean planet pollution sklearn sustainability time-series trash umd

Last synced: 15 Dec 2024

https://github.com/sowinskibraeden/schedulegeneratorapp

The Desktop Application for my schedule-generator algorithm, allowing users to easily interact with the algorithm and its variables to generate schedules as documents for students individually as well as the master timetable

algorithm csv data-analysis dataclasses python-docx python-typing python311 xlsxwriter

Last synced: 20 Nov 2024

https://github.com/afsalashyana/whatsapp-chat-analyzer

Analyze WhatsApp chats with beautiful graphs. Written in JavaFX

data-analysis data-visualization javafx javafx-14 javafx-application whatsapp

Last synced: 31 Dec 2024

https://github.com/waveform80/structa

A small utility for analyzing data structures (e.g. JSON files)

csv data-analysis data-visualization datajournalism datawrangling json yaml

Last synced: 01 Jan 2025

https://github.com/quantumudit/basketball-players-analysis

The project focuses on analyzing salaries and various other in-game metrics of top NBA basketball players from 2005-14 by performing exploratory data analysis with Python and Jupyter Notebook and by visualizing the data in an insightful dashboard made with Power BI

data-analysis jupyter-notebook power-bi python

Last synced: 26 Dec 2024

https://github.com/ptyadana/dv-data-visualization-with-python

Data analysis and Data Visualization of Countries's GDP, Life Expectancy comparison across continents, GDP per Capita Relative Growth, Population Reative Growth comparison etc using Pandas, Matplotlib.

csdojo data-analysis data-visualization datavisualization matplotlib matplotlib-pyplot numpy pandas pluralsight python python3

Last synced: 15 Nov 2024

https://github.com/ahammadmejbah/different-types-of-data-splitting-methods

In order to prevent overfitting and guarantee that our model can generalize to new data, data splitting is essential in machine learning.

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

Last synced: 09 Jan 2025

https://github.com/psyteachr/quant-fun-v2

Fundamentals of Quantitative Analysis

data-analysis data-visualization datawrangling r statistics

Last synced: 29 Jan 2025

https://github.com/quantumudit/movie-ratings-analysis

This project focuses on analyzing and finding correlations between the audience and critic ratings for some of the popular movies released between 2009-2011 using Python & Power BI

data-analysis data-visualization jupyter-notebook power-bi python

Last synced: 26 Dec 2024

https://github.com/super-lou/exstat

🌾 R package to provide an efficient and simple solution to aggregate and analyze the stationarity of time series

climate climate-change climate-data data-analysis data-visualization environment hydrology inrae low-water mann-kendall mann-kendall-tests r stationarity-test statistics time-series

Last synced: 23 Dec 2024

https://github.com/quantumudit/consumer-goods-sales-analysis

This project focuses on analyzing and visualizing the consumer goods sales in the United States between 2015-2016 using Python & Power BI.

data-analysis data-visualization database jupyter-notebook python sqlite

Last synced: 26 Dec 2024

https://github.com/thecoderpinar/earthquake_prediction_analysis_project

🌍 Welcome to the Earthquake Prediction Analysis Project! 🚀 This project aims to predict earthquake magnitudes using LSTM neural networks and analyze seismic data. Explore, analyze, and forecast earthquakes with ease! 📈🔮

analysis data-analysis data-science earthquake-prediction geocoding geology lstm lstm-neural-networks machine-learning matlab matlab-deep-learning open-source time-series visualization

Last synced: 16 Dec 2024

https://github.com/lit26/trump_tweet_analysis

Analysis of Trump's original tweets.

data-analysis lda-model topic-modeling

Last synced: 12 Dec 2024

https://github.com/cafferychen777/microbiomestat-turtorial-professional-version

MicrobiomeStat Tutorial Repository: This is a comprehensive resource for learning how to use the MicrobiomeStat package. It provides a step-by-step guide to effectively analyze complex microbiome data.

16s 16s-rrna 16s-seq analysis data-analysis metagenomes metagenomic-analysis metagenomic-pipeline metagenomics microbiome microbiome-analysis microbiome-analysis-pipelines microbiome-data microbiome-workflow omics omics-data omics-data-analysis omics-data-integration visualization

Last synced: 23 Jan 2025

https://github.com/quantumudit/analyzing-whiskyexchange-whisky

This project focuses on scraping data related to Japanese Whiskey from the Whiskey Exchange website; performing necessary transformations on the scraped data and then analyzing & visualizing it using Jupyter Notebook and Power BI.

data-analysis data-science data-transformation data-visualization etl jupyter-notebook power-bi python webscraping

Last synced: 26 Dec 2024

https://github.com/romac/adaproject

🔬 Project proposal for the Applied Data Analysis course at EPFL

data-analysis

Last synced: 24 Dec 2024

https://github.com/agungbudiwirawan/socioeconomic_analysis

The objective of this project is to analyze the socio-economic in Chicago.

chicago-crime crime-data data-analysis data-science microsoft-sql-server project sql sql-project sql-server

Last synced: 02 Dec 2024

https://github.com/lisa-ho/three-investigators

Respository for scraping and analysing fan data on a German audio drama called 'Die Drei Fragezeichen' (the three investigators).

data-analysis data-viz datawrapper python webscraping

Last synced: 18 Dec 2024

https://github.com/michaelnabil230/laravel-analytics

A Laravel package to retrieve pageviews and other data from Database

data-analysis data-structures database laravel php

Last synced: 15 Nov 2024

https://github.com/andreantonacci/eu2019

Social Network Analysis of Twitter Topic-Network Structures during the 2019 European Elections

data-analysis election-analysis european-elections gephi latex master-thesis social-network-analysis

Last synced: 24 Nov 2024

https://github.com/benjamindpb/wikidata-preprocessing

Wikidata dump preprocessing & analysis of georreferencial entities

data-analysis preprocessing wikidata wikidata-dump

Last synced: 19 Jan 2025

https://github.com/lucs1590/strava-analysis

🏃📊 Using strava to do personal analyses and to practice data scientist skills.

data-analysis data-science github jupyter-notebook python3 strava strava-api

Last synced: 17 Dec 2024

https://github.com/surajv311/data_analysis-food_recipes_ds

Data preprocessing, cleaning, <Analysis> & plotting 📊 of Food Recipies Dataset (from Kaggle). 🐍 Libraries used: Pandas, Matplotlib, Seaborn, Plotly.📈

data-analysis kaggle-dataset matplotlib numpy pandas plotly seaborn

Last synced: 21 Jan 2025

https://github.com/alanmenchaca/ml-books-compilation

Repository of books that I have been collecting about machine learning, deep learning, data science, and more ...

data-analysis data-science deep-learning machine-learning statistics

Last synced: 17 Dec 2024

https://github.com/brews/riverpca

Companion repository to Malevich S.B., and C.A. Woodhouse (2017), Pacific SSTs, mid-latitude atmospheric circulation, and widespread interannual anomalies in Western US streamflow, Geophys. Res. Lett., 44, doi:10.1002/2017GL073536.

analysis data-analysis paper pca python river streamflow visualization

Last synced: 08 Dec 2024

https://github.com/arnavk-09/world-population

🌏 Taipy demo to explore world population data...

data-analysis python taipy world-population

Last synced: 13 Dec 2024

https://github.com/mykhode/python-sic-mini-project

SAMSUNG SIC Finish Project Course - Python

data-analysis python-analysis samsung-sic

Last synced: 11 Jan 2025

https://github.com/danielpuentee/outdpik

The fundamental toolkit for outliers search and visualization. It aims to be the fundamental high-level package for this purpose.

data-analysis matplotlib numpy python

Last synced: 17 Dec 2024

https://github.com/prajwalchapke055/accenture-data-analytics-and-visualization-forage

NAVIGATING NUMBERS - Apply your data analytics & visualization skills to advise a social media client on their content creation strategy as a Data Analyst at Accenture

accenture communication data-analysis data-modeling data-understanding data-visualization forage internship internship-task job-simulation presentation project-planning public-speaking storytelling strategy teamwork virtual-internship

Last synced: 22 Jan 2025

https://github.com/darsan-in/rumour-monger-spotter

Rumour Monger Spotter is a prototype developed during a national-level cyber hackathon to identify false information on Twitter. Using the Google Fact Check API and a Multinomial Naive Bayes classifier, the tool analyzes tweet content to assess the likelihood of misinformation. Despite a development window of less than 24 hours, the project won a t

ai data-analysis fact-checking hackathon india naive-bayes national-competition natural-language-processing prototype real-time-analysis social-media text-classification tweet-content twitter

Last synced: 12 Dec 2024

https://github.com/elkronos/anovatoolbox

This GitHub repository contains a collection of functions for performing various statistical analyses and generating visualizations. The functions are designed to work with different types of data and provide comprehensive outputs for data analysis.

anova anova-model data-analysis r statistics

Last synced: 24 Jan 2025

https://github.com/kwokhing/exploratory-data-analysis-on-smrt-tweets

Demo on performing exploratory data analysis (EDA) on train service disruptions based on scrapped (user generated contents) tweets from the train operator's (SMRT) twitter account

data-analysis data-cleaning data-collection data-preparation exploratory-data-analysis exploratory-data-visualizations folium geospatial-data leaflet-map python python3 regex scraping selenium selenium-python social-media text-processing user-generated-content web-scraping webscraping

Last synced: 02 Dec 2024

https://github.com/reiniiriarios/squirrel-table

Desktop application to run MySQL queries over SSH and generate CSV and XLSX files. Useful for QA where queries need to be run repeatedly and files handed off.

csv csv-files data-analysis desktop-application electron excel mariadb mysql nodejs qa quality-assurance quality-control quality-control-assurance sql xlsx

Last synced: 18 Jan 2025

https://github.com/ihabbendidi/diamond-analysis

Exploratory statistical analysis of a Diamond dataset

data-analysis data-visualization exploratory-data-analysis machine-learning r

Last synced: 16 Dec 2024

https://github.com/super-lou/aeag_toolbox

🛠️ R toolbox to provide a simple way of interacting with all the code necessary to carry out hydrological stationnarity analysis for the Agence de l'Eau Adour-Garonne (AEAG)

climate climate-change climate-data data-analysis data-visualization environment hydrology inrae low-water mann-kendall mann-kendall-tests r stationarity-test statistics

Last synced: 23 Dec 2024

https://github.com/super-lou/card

🎴 Card of Analyse and Diagnostic in R for a user-friendly experience of data aggregation with EXstat

aggregation climate-change climate-data climate-science data-analysis data-science diagnostic environment environment-variables hydrology hydrology-statistical inrae r statistics tools user-friendly

Last synced: 23 Dec 2024

https://github.com/fx2y/datanarrate

[WIP] LLM-powered agent for adaptive data analysis across multiple sources. Uses natural language for complex queries, visualizations, and insights. Features autonomous planning, SQL/Elasticsearch generation, and AI storytelling. Built with LangChain, GPT-4, FastAPI, and React.

ai data-analysis data-visualization elasticsearch fastapi gpt-4 langchain machine-learning nlp react sql

Last synced: 16 Jan 2025

https://github.com/zmyzheng/signature-authentication-pen

Signature Authentication Pen, a cloud based IoT project which realizes identity authentication by exploiting the signature biometric features of the users. Details:

android aws data-analysis identity-authentication iot neural-network signature-authentication-pen

Last synced: 11 Dec 2024

https://github.com/storopoli/r_scripts

Couple of handy R Scripts that I use in a daily basis for Scientific Research

data-analysis data-science data-visualization r scientific

Last synced: 20 Nov 2024

https://github.com/neutrinoceros/gpgi

A Generic Interface for Grid + Particle data

data-analysis grid particles performance

Last synced: 16 Nov 2024

https://github.com/gher-uliege/seadatacloud

Tools and interfaces to work with DIVA interpolation software tool.

data-analysis data-visualization interpolation nco netcdf ocean-sciences oceanography

Last synced: 11 Dec 2024

https://github.com/erictleung/microbiome-analysis-resources

:microscope: Resources and notes on studying the human microbiome

bioinformatics data-analysis gut-microbiome microbiology microbiome notes resources

Last synced: 16 Dec 2024

https://github.com/amrrs/introduction-to-eda-with-python

Introduction to EDA with Python Session Files

data-analysis eda python

Last synced: 15 Nov 2024

https://github.com/pnnl/archive_walker

Archive Walker Software to read and examine PMU data to detect events and conditions for further analysis.

data-analysis pmu synchrophasor

Last synced: 25 Jan 2025

https://github.com/thecoderpinar/big-tech-financial-insights

🚀 A comprehensive project analyzing Big Tech stock prices using time series analysis, volatility modeling, and macroeconomic indicators. Featuring interactive dashboards and automated reporting! 📈💼

data-analysis data-science finance machine-learning macroeconomics stock-analysis time-series-analysis volatility-modeling

Last synced: 16 Dec 2024

https://github.com/ktmud/github-life

A data explorer for GitHub projects' life cycles

data-analysis github scraper time-series

Last synced: 23 Jan 2025

https://github.com/agungbudiwirawan/e-commerce_analysis_using_sql

The objective of this project is to provide an analysis of Olist Store (Brazilian E-commerce) sales.

data-analysis data-science e-commerce e-commerce-project microsoft-sql-server sql sql-server

Last synced: 30 Jan 2025

https://github.com/ndleah/self-quantified

😊 EDA, self-quantified data analysis

data-analysis personal-data-analysis r self-quantify

Last synced: 12 Jan 2025

https://github.com/thecoderpinar/earthquake-explorer

🌍🔍 Explore and analyze earthquake data worldwide using this interactive data science project. Visualize earthquake occurrences, patterns, and geographical distribution. Dive deep into seismic data, perform exploratory data analysis, and gain insights into earthquake trends.

data-analysis data-science data-visualization earthquake-analysis exploratory-data-analysis geospatial-analysis interactive-maps jupyter-notebook machine-learning python seismic-data

Last synced: 16 Dec 2024

https://github.com/DataHerb/dataherb-python

Python Package for DataHerb: create, search, and load datasets.

data data-analysis data-mining database dataset python

Last synced: 15 Nov 2024

https://github.com/asifdotexe/sentimentscoringmodel

This project focuses on performing sentiment analysis on Amazon reviews using natural language processing (NLP) techniques. It includes various steps, from data exploration and preprocessing to building and evaluating sentiment models.

data-analysis data-visualization natural-language-processing sentiment-analysis

Last synced: 15 Nov 2024

https://github.com/ouhscbbmc/data-science-practices-1

Collection of publicly available practices of data science and analysis

bbmc-investigation data-analysis data-science python r sql

Last synced: 18 Nov 2024

https://github.com/rafaelbroseghini/data-analysis-visualizations-ml

:bar_chart: NLP, Regression Models, Story telling, Time Series Analysis ... in Python

data-analysis data-science machine-learning machine-learning-algorithms time-series visualization

Last synced: 09 Dec 2024

https://github.com/juangesino/behaviouraleconomics

All the files and data for the experiment performed during the course Behavioural Economics @ University of Amsterdam

behavioral-economics behavioural-economics data-analysis economics game-theory statistics

Last synced: 23 Jan 2025

https://github.com/trainingbypackt/splunk-7-essentials-elearning

Build an elaborate Splunk enterprise environment that will extract powerful insights from your machine-generated big data

data-analysis eventgen indexing machine-learning splunk sub-search visualization

Last synced: 14 Nov 2024

https://github.com/tushar2704/everyday_python

Welcome to Everyday Python Sheets – your go-to resource for everyday Python cheat sheets, pro tips, interview questions, Python one-liners, and Python data structures. Whether you're a beginner looking to learn Python or an experienced developer seeking quick reference materials, this Streamlit application has got you covered.

artificial-intelligence cheatsheet data data-analysis data-science data-structures data-visualization database protips python streamlit streamlit-tushar2704 tushar2704

Last synced: 27 Dec 2024

https://github.com/nmicht/food-language-variety

A map to display distribution of food names using their synonyms in different regions.

data-analysis language-distribution language-variety map

Last synced: 21 Dec 2024

https://github.com/liweitianux/chandra-acis-analysis

Chandra ACIS analysis tools and documents

acis chandra data-analysis

Last synced: 06 Jan 2025

https://github.com/joamag/pandas

Loads of pandas data from China with awesome data

data data-analysis jupyter notebook pandas

Last synced: 16 Jan 2025

https://github.com/dcs-training/summerschool2024-stream2

Welcome to the repository for all the materials for Stream 2 of the CDCS 2024 summer school. Go to the readme file

data-analysis data-visualisation data-wrangling r sentiment-analysis statistics text-analysis web-scraping

Last synced: 10 Nov 2024

https://github.com/AnonCatalyst/WebHound

WebHound is your Python-powered command-line assistant for sharp and efficient web searches! It sniffs out data from major search engines and detects social platforms, helping you uncover valuable insights and stay ahead of the game. 🌐🔍✨

awareness data-analysis data-visualization information-retrieval osint osint-python osint-reconnaissance osint-resources osint-tool osint-tools osinttools web-osint webscraping

Last synced: 04 Dec 2024

https://github.com/zackakil/hot-shot-basketball-tracker

Mini web app for displaying basketball practice metrics.

basketball chartjs data-analysis html sport visualization

Last synced: 12 Jan 2025

https://github.com/dmytrovoytko/data-engineering-amazon-reviews

Data Engineering project for ZoomCamp`24: JSONL -> PostgreSQL/BigQuery + Metabase + Mage.AI

bash-script bigquery codespaces data-analysis data-visualization etl metabase pipeline python-script

Last synced: 14 Nov 2024

https://github.com/lussierc/foodborneillnessdataanalysis

A data analysis of foodborne illnesses using R Scripting methods.

data-analysis database foodborne-disease-outbreaks foodborne-illnesses rstudio

Last synced: 05 Dec 2024

https://github.com/roaldarbol/anibehavr

🪲 An R package for Analysis of Animal Behaviour

animal-behavior behavioural-states data-analysis r

Last synced: 28 Oct 2024

https://github.com/gxjansen/user-analysis-with-r-google-analytics

Analyzing user behavior of an E-commerce website with R and (mainly) Google Analytics Data

analytics analytics-api conversion-rate-optimization data-analysis ecommerce google google-analytics r

Last synced: 30 Oct 2024

https://github.com/nragland37/event-optimization-tool

R-based Shiny application that maps availability and identifies optimal engagement times to enhance participation within an organization

data-analysis data-cleaning data-preparation heatmap r shiny shiny-app tidyverse

Last synced: 16 Nov 2024

https://github.com/martinboller/cc-build

Builds latest version of CyberChef and install it with NGINX on another system. CyberChef is a simple, intuitive web app for analyzing and decoding data without having to deal with complex tools or programming languages.

analysis blueteam compression cyberchef data-analysis data-manipulation decode encode encryption hashing parsing virtual-machine

Last synced: 16 Nov 2024

https://github.com/mutasim77/dbt-analytics

🍉 Repo for analytics engineering with dbt, transforming raw data into actionable insights.

big-query data data-analysis dbt warehouse

Last synced: 26 Jan 2025

https://github.com/nghorbani/neuraldataanalysis

Download Data from https://bit.ly/3g8RUmi

data-analysis matlab spike-detection spike-rate

Last synced: 09 Nov 2024

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 92 fucking-awesome-R 378 free-data-analysis-resources 71
Data analysis Categories
文本数据和NLP 263 Uncategorized 254 数据可视化 180 机器学习框架 172 R 163 Machine Learning 163 图像数据与CV 148 Table of Contents 141 超参数优化和AutoML 135 Reading corner 129 Podcasts 117 工作流程和实验跟踪 113 模型的可解释性 106 数据管道和流处理 91 分布式机器学习 86 地理Geo处理 84 图数据处理 81 数据容器和结构 80 Others 79 Books 73