Ecosyste.ms: Awesome

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

Awesome Lists | Featured Topics | Projects

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/hms-brainactivity-analysiss

Welcome to the GitHub repo for "HMS - EEG Exploration & Neurocritical Care Journey"! Explore EEG data, understand wave patterns, and delve into conditions like LPDs, GPDs, LRDA, and GRDA.

critical-care data-analysis data-science data-visualization deep-neural-networks eeg eeg-signals exploratory-data-analysis healthcare medical-research neuroscience signal-processing

Last synced: 16 Dec 2024

https://github.com/jonperk318/machine-learning-analysis-of-hyperspectral-data

Using Non-negative Matrix Factorization (NMF) and Variational Autoencoder (VAE) machine learning architectures to analyze spatial and spectral features of hyperspectral cathodoluminescence (CL) spectroscopy images taken from hybrid inorganic-organic perovskite material

data-analysis data-science deep-neural-networks explained-variance hybrid-perovskite hyperspectral-image-classification machine-learning matplotlib nmf non-negative-matrix-factorization python pytorch scikit-learn semi-supervised-learning signal-processing solar-energy spectroscopy unsupervised-learning vae variational-autoencoder

Last synced: 06 Nov 2024

https://github.com/revogati/ecommerce_consumer_behaviour

This is a Full Data Analytics project From data cleaning, preparation, exploration, Interpretation of insights up to Presentation of findings and recommendations..

data-analysis data-exploration ecommerce jupyter-notebook python sql tableau-public visualization

Last synced: 07 Jan 2025

https://github.com/thecoderpinar/credit-card-fraud-detection-project

This project focuses on the detection of credit card fraud using various data science and machine learning techniques. The dataset includes a record of credit card transactions over a specific period, with the goal of accurately identifying fraudulent activities. 🚀✨

anamoly-detection classification-algorithms credit-card-transactions data-analysis data-preprocessing data-science data-visualization fraud-detection machine-learning python

Last synced: 16 Dec 2024

https://github.com/mrjxtr/tokyo_airbnb_analysis_project

Full project case study and analysis to show potential opportunities to start an AirBnb business in Tokyo, Japan.

data-analysis data-cleaning data-science data-visualization pandas python3

Last synced: 06 Nov 2024

https://github.com/dcs-training/r-qgisintegratingspatialanalysis

This was an intermediate course of three sessions with a focus on developing skills in data visualisation, analysis and integration using both R studio and QGIS. Go to the readme file

data-analysis data-visualisation data-wrangling gis qgis r spatial-analysis

Last synced: 10 Nov 2024

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: 16 Dec 2024

https://github.com/dcs-training/bayesian-statistics

Materials for the CDCS Introduction to Bayesian Statistics course. Go to the readme file

bayesian-statistics data-analysis r statistics

Last synced: 10 Nov 2024

https://github.com/dcs-training/effectivedatavisualisation

This repository hosts the material connected to a training course developed by Dave Elsmore (Edina) for CDCS on good data visualisation. Go to the readme file

data-analysis data-visualisation data-wrangling python

Last synced: 10 Nov 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: 16 Dec 2024

https://github.com/dcs-training/from-spss-to-r-how-to-make-your-statistical-analysis-reproducible

Comfortable/aware of how to run your stats in SPSS? Curious to learn how to run them in R? You've come to the right place. Go to the readme file

data-analysis data-visualisation data-wrangling good-practices-digital-research r rmarkdown spss statistics

Last synced: 10 Nov 2024

https://github.com/thecoderpinar/gen-expression

Gene expression analysis is a fundamental component of genomics research, providing valuable insights into how genes are regulated and their impact on various biological processes. This project delves into the realm of gene expression data, aiming to uncover hidden patterns and relationships within complex datasets. 🚀

bioinformatics biotechnology data-analysis data-science data-visualization genomics kaggle machine-learning pca python

Last synced: 16 Dec 2024

https://github.com/iamgmujtaba/scholar_search

This project provides a tool for extracting and analyzing the quantity and distribution of scholarly articles related to a particular topic or field over a desired time span, using Google Scholar search results and built-in data visualization functionality.

academia academic academic-papers data-analysis data-visualization google google-scholar scholarly-articles

Last synced: 16 Dec 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/lafayettegabe/nlp-resume-extraction

📝 NER (Named Entity Recognition) project aimed at solving the problem of manually shortlisting resumes by automating the process. This project proposes using NLP techniques and NER model to classify and extract relevant entities from resumes such as person name, college name, academics information, relevant experiences, skill set, etc.

big-data data data-analysis data-science eda ner nlp resume-extractor

Last synced: 16 Dec 2024

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: 16 Dec 2024

https://github.com/nikoshet/exploratory-data-analysis-using-r

Exploratory Data Analysis using R Course Project for M.Sc. 'Data Science and Machine Learning' in NTUA

data data-analysis data-science eda exploratory-data-analysis ggplot2 r

Last synced: 03 Jan 2025

https://github.com/openpmd/openpmd-ccd

A Python Module & LabView Bindings for Storing CCD Images with openPMD

ccd data-analysis database hdf5 open-data open-science openpmd

Last synced: 04 Jan 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/parisaroozgarian/ibm-data-analyst-professional-certificate

The IBM Data Analyst Professional Certificate, consisting of 9 courses, equips with essential skills in Excel, SQL, Python, data visualization, and analysis techniques

big-data business-analysis business-communication communication data-analysis data-management data-structures data-visualization databases general-statistics human-resources planning python-programming spreedsheet sql

Last synced: 19 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/cworld1/da-learning

Some notes and code about CWorld learning Data Analysis

data-analysis data-science jupyter-book jupyter-notebook python r

Last synced: 23 Jan 2025

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/banyc/dfsql

SQL REPL/lib for Data Frames

cli csv data-analysis jsonl ndjson repl sql

Last synced: 19 Nov 2024

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/i4ds/ecallisto_ng

Ecallisto NG is a Python package tailored for interacting with Ecallisto data.

data-analysis data-visualization e-callisto ecallisto-international-network numpy pandas python spectrometer

Last synced: 09 Nov 2024

https://github.com/ronylpatil/whatsapplib

WhatsApp Group Chat Analysis Python Package.

data-analysis open-source pypi-package python-library python-package

Last synced: 21 Jan 2025

https://github.com/leandronasx/agro-data

Projeto final da formação de analista de dados e dashboard da SoulCode Academy.

bigquery data-analysis gcp looker pandas powerbi python

Last synced: 12 Oct 2024

https://github.com/1ayanabil1/healthcare-machine-learning

Explore our open-source repository focused on healthcare machine learning. We've developed predictive models for cardiovascular disease, diabetes, breast cancer, and more. Our projects employ diverse machine learning algorithms and data science techniques, enhancing early detection, diagnosis, and patient outcomes.

data-analysis data-science deep-learning disease disease-detection disease-modeling disease-prediction eda healthcare-application heathcare jupyter-notebook machine-learning machine-learning-algorithms machinelearning-python python

Last synced: 07 Jan 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/elhaban3ro/thewildtool

TheWildTool is a tool developed with the main objective of saving time when working with audio datasets. Either to prepare them, to get them or to train a model with them. 🤖

ai audio audio-processing data-analysis data-science dataset deeplearning python

Last synced: 03 Dec 2024

https://github.com/tushar2704/everyday-sql

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

artificial-intelligence cheatsheet data-analysis data-science database mysql postgresql query-language sql sqlalchemy streamlit streamlit-tushar2704 tushar2704

Last synced: 27 Dec 2024

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: 02 Dec 2024

https://github.com/hongbo-wei/global-status-of-cc-security-certification

Data visualization of CC Security Certification using VUE, Django, and MySQL.

big-date common-criteria data-analysis data-visualisation data-visualization

Last synced: 14 Jan 2025

https://github.com/coumbacoulibaly/adventureworkscycles

Repository for Adventure Works Sample Database Analysis

adventureworks data-analysis data-analytics mssql-database mssqlserver sql ssms

Last synced: 17 Nov 2024

https://github.com/iguptashubham/online-retail-sales

This Power BI dashboard, designed for marketing strategists, analyzes sales trends and customer behavior. It provides key insights empowering them to identify sales opportunities and optimize marketing campaigns, ultimately boosting business sales.

dashboard data data-analysis data-analysis-project data-analysis-project-powerbi data-analysis-python data-project data-science powerbi project

Last synced: 14 Jan 2025

https://github.com/alieymsxxn/sql_project_data_job_analysis

This project explores top-paying jobs, in-demand skills, and where high demand meets high salary in data analytics.

data-analysis postgresql sql sqlite

Last synced: 28 Nov 2024

https://github.com/trybnetic/tu7-acceleration-sleep-wake-classification

Supporting material for the paper ''Discrimination of sleep and wake periods from a hip-worn raw acceleration sensor using recurrent neural networks''

accelerometer accelerometry actigraphy data-analysis sensors sleep

Last synced: 15 Jan 2025

https://github.com/kevinyang372/san-francisco-crime-data-analysis

An ARIMA prediction model for forecasting potential crimes based on users' time and location

data-analysis machine-learning

Last synced: 02 Dec 2024

https://github.com/ac-gomes/data-engineering-with-databricks

A simple boilerplate for data engineering and data analysis training in Databricks.

data-analysis data-engineering databricks databricks-notebooks pyspark python unit-testing

Last synced: 09 Nov 2024

https://github.com/llnl/hdtopology

High-dimensional topological data analysis library for NDDAV

analysis cpp data-analysis data-viz high-dimensional-data topological-data-analysis visualization

Last synced: 11 Nov 2024

https://github.com/vishnu-t-r/data-analytics-portfolio-projects

This repository contain data analyst portfolio projects developed using various data analytics tools including SQL, Python, Tableau, Looker etc.

data data-analysis data-cleaning data-modeling data-visualization looker looker-studio python sql ssms tableau

Last synced: 10 Nov 2024

https://github.com/techytushar/india-odi-analysis

Analysis of ODI cricket matches of Indian Team

cricket data-analysis data-science pandas plotting python3

Last synced: 07 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/tushar2704/store-demand-forecasting

This project predicts the sales demand for various items in different stores based on historical sales data. The objective is to develop a machine learning model that can provide accurate forecasts for future sales of each store-item combination.

artifi data-analysis data-science python sales-analysis sales-forecasting tushar2704

Last synced: 27 Dec 2024

https://github.com/arnabsaha7/customer-churn_prediction---analysis

Predict customer churn using machine learning. This project employs a RandomForestClassifier to analyze customer data and determine the likelihood of churn. Explore the Jupyter Notebook for insights into the data and model, and contribute to the project's development.

customer-churn-prediction data-analysis machine-learning

Last synced: 12 Jan 2025

https://github.com/tushar2704/stats-mosaic-streamlit

Stats-Mosaic-Streamlit is a comprehensive GitHub repository that aims to provide a growing collection of curated content and projects centered around statistics and its intersection with data science, machine learning, and artificial intelligence.

artificial-intelligence bivariate-analysis data-analysis data-science hypothesis-testing machine-learning statistical-learning statistics streamlit streamlit-tushar2704 univariate-analysis

Last synced: 27 Dec 2024

https://github.com/iantomasinicola/portfoliodataanalyst

Progetto di Data analysis con Python, Microsoft Sql Server e Excel

data-analysis excel python sql

Last synced: 02 Jan 2025

https://github.com/idaraabasiudoh/vehicle-co2emission_model

Predicts CO2 emissions from vehicle fuel consumption using a multiple linear regression model trained on sklearn, based on a dataset of engine sizes and corresponding CO2 emissions in Canada.

data-analysis jupyter-notebook machine-learning python3 scikit-learn

Last synced: 14 Jan 2025

https://github.com/aravind-selvam/covid_dashboard

With Covid death and vaccine data. I have created a dashboard.

covid-19 data-analysis data-science data-visualization tableau tableau-public visualization

Last synced: 14 Jan 2025

https://github.com/poga/dat-ipynb-demo

use ipython notebook to analyze data in dat archive

dat data-analysis distributed jupyter-notebook

Last synced: 15 Dec 2024

https://github.com/chaganti-reddy/evmarket-india

Electric Vehicle Market Segmentation Analysis in India

data-analysis data-science machine-learning market-segmentation pandas python

Last synced: 20 Jan 2025

https://github.com/thealphadollar/messiah

Messiah: The Mighty Son Of God Is Here To Help You Through Times Of Calamity

azure backend data data-analysis flask frontend materialize natural-disasters

Last synced: 21 Dec 2024

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: 02 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/kalebers/data_streams_parametric_t-sne

Research for Parametric T-SNE in high to low dimensional data stream, published in 2021 by Kalebe Rodrigues Szlachta and Andre de Macedo Wlodkowski, oriented by Jean Paul Barddal, Computer Science graduation from Pontifical Catholic University of Parana (PUCPR)

classifier data-analysis data-science data-visualization machinelearning parametric parametric-tsne python tsne-algorithm tsne-visualization

Last synced: 21 Jan 2025

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 Nov 2024

https://github.com/skylord0001/python-daily

Python - Basic, Apache - Conf, Black Stack Hub, Data analysis, Data Structure, Google Cloud, SQL system

apache-configuration data-analysis data-structure python-scripts python-sql

Last synced: 23 Nov 2024

https://github.com/shibam120302/black-friday-sales-data-analysis

This repository contain Data Analysis on Black Friday Sales Data using various Regression ML algorithms

data-analysis eda machine-learning python random-forest regression

Last synced: 21 Jan 2025

https://github.com/a-r-j/npview

CLI tools for quickly inspecting CSV/TSV & NumPy (.npy) array files

cli csv data-analysis inspector npy numpy python tsv

Last synced: 17 Dec 2024

https://github.com/quantumudit/analyzing-yell-cafes

This project focuses on scraping data related to cafes and coffee shops in London, England from the Yellow Pages (Yell.com) 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/quantumudit/thereyougo-store-analysis

This project focuses on scraping all the products and their related info from the "There You Go" 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/ivanildobarauna-dev/api-to-dataframe

Python library that simplifies obtaining data from API endpoints by converting them directly into Pandas DataFrames. This library offers robust features, including retry strategies for failed requests.

data-analysis data-analytics data-engineering library pypi-packages python

Last synced: 19 Dec 2024

https://github.com/mirokeimioniemi/optimizing-insulin-injection-timing

Data processing and analysis for "Determining the optimal timing for insulin injection to minimize glucose level variability after a meal in ideal conditions" - a research project for the IB Standard Level Mathematics Analysis and Approaches course inspired by my type 1 diabetes.

cgm data-analysis data-science dexcom dexcom-g6 diabetes exploration ib insulin insulin-timing international-baccalaureate mathematics optimization python type-1-diabetes

Last synced: 10 Jan 2025

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/zelosleone/finncorr

A .NET Core financial analysis tool/API for calculating correlations between time series data with interactive visualizations powered by ML.NET and Plotly.js.

aspnet-core correlation-analysis csv-parser data-analysis dotnet financial-analysis machine-learning ml-net plotly rest-api statistical-analysis swagger time-series visualization

Last synced: 13 Dec 2024

https://github.com/henrylin03/video-games

Using Python and SQL to clean, analyse and visualise video games' data from Metacritic. Includes scraping using BeautifulSoup.

analysis beautifulsoup beautifulsoup4 data data-analysis data-science eda jupyter-notebook pandas python sql sqlite3 video-game video-games

Last synced: 14 Jan 2025

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: 20 Dec 2024

https://github.com/ivanildobarauna-dev/data-consumer-api

ETL Process for Currency Quotes Data" project is a complete solution dedicated to extracting, transforming and loading (ETL) currency quote data. This project uses several advanced techniques and architectures to ensure the efficiency and robustness of the ETL process.

business-intelligence data-analysis data-analytics data-engineering data-pipeline data-visualization etl-pipeline python

Last synced: 19 Dec 2024

https://github.com/ibensusan/wine-properties-assessment

Wine Properties Assessment using Microsoft Excel

data-analysis data-visualization excel

Last synced: 14 Dec 2024

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: 01 Dec 2024

https://github.com/akash1070/data-science-virtual-internship-by-anz

Exploratory data analysis and prediction of annual salary for customers from the dataset provided by ANZ.

data-analysis data-science predictive-analytics presentation-slides

Last synced: 01 Dec 2024

https://github.com/akash1070/data-science-advanced-analytics-virtual-experience-program

The BCG Open-Access Data Science & Advanced Analytics Virtual Experience Program

data-analysis data-science machine-learning-algorithms

Last synced: 01 Dec 2024

https://github.com/al-ghaly/power-bi-dashboard

A dashboard to analyze data specializations job market.

dashboard data-analysis powerbi

Last synced: 22 Jan 2025

https://github.com/akash1070/data-science-virtual-internship-by-accenture

data merging and data cleaning in python as well as data visulaisation with dashboard in Tableau.

data-analysis data-cleaning data-science python3 tableau visualization

Last synced: 01 Dec 2024

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

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

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

Last synced: 19 Jan 2025

https://github.com/kalebers/economic_analysis_data_science

Data Analysis Python project using economic data base to predict percentage of good and bad payers

data-analysis data-science machine-learning pandas python scipy sklearn-library

Last synced: 21 Jan 2025

Data analysis Awesome Lists
awesome-R 483 Awesome-Geospatial 1,261 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 253 数据可视化 180 机器学习框架 173 Machine Learning 163 R 163 图像数据与CV 148 Table of Contents 141 超参数优化和AutoML 136 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 数据读写与提取 72