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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/nafisalawalidris/international-breweries

This GitHub readme provides an overview of data analysis using SQL on the International Breweries dataset, including dataset description, analysis questions, example SQL queries, and key insights derived from the analysis.

data-analysis insights international-breweries-dataset queries sql

Last synced: 22 Nov 2024

https://github.com/bcko/ud-da-eda-whitewinequality

Udacity Data Analyst Nanodegree Project : Exploratory Data Analysis : White Wine Quality dataset

data-analysis exploratory-data-analysis rmarkdown rstudio udacity udacity-data-analyst-nanodegree

Last synced: 26 Nov 2024

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/sathyasris27/time-series-and-spectral-analysis-

The aim of this project involves the analyses the data, removing trends and seasonal effects, identifying the underlying process, understanding the dominant frequencies, and using the residuals to make predictions.

data-analysis data-visualization forecasting r spectral-analysis time-series-analysis

Last synced: 12 Nov 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: 12 Nov 2024

https://github.com/sathyasris27/statistical-analysis-on-rehoming-time-for-different-dog-breeds-in-animal-shelter

The aim of this project is given a collection of records documenting the stray, unwanted, or neglected dogs sent to animal shelters to be rehomed, we analyse their rehoming patterns based on their breeds.

data-analysis r statistical-analysis statistical-inference statistical-models

Last synced: 12 Nov 2024

https://github.com/nafisalawalidris/hici-african-foods

HiCi African Foods: Excel dashboard & pivot table analysis of EU food rejection data to identify risks & recommend focus areas for market expansion.

data-analysis data-cleaning data-visualization eu-food-rejection excel-dashboard hici-african-foods market-expansion pivot-tables

Last synced: 22 Nov 2024

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: 14 Dec 2024

https://github.com/nafisalawalidris/data-analysis-with-python

This repo features Jupyter Notebook labs for learning data analysis with Python. Explore data acquisition, wrangling, visualization, modeling, and evaluation. Enhance your skills in Python data analysis.

data-acquisition data-analysis data-science data-wrangling exploratory-data-analysis feature-engineering machine-learning model-development model-evaluation-and-refinement pandas

Last synced: 22 Nov 2024

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/nafisalawalidris/tools-for-data-science

It covers popular languages (Python, R, SQL) and libraries (NumPy, Pandas) used in the field. The author shares their objectives of teaching data analysis, web development, and critical thinking skills. The repository also includes code examples, explanations of arithmetic expressions, and contact information for the author.

arithmetic-expressions data-analysis data-science data-visualization languages libraries matplotlib numpy pandas programming python r sql tools web-development

Last synced: 22 Nov 2024

https://github.com/maciekmalachowski/crypto-charts-site

📊Application which return financial data for selected cryptocurrency.

binance-api data-analysis jupyter-notebook matplotlib mplfinance numpy pandas python python-binance

Last synced: 15 Dec 2024

https://github.com/phillbertnevinemmanuel/movieindustryanalysis-correlation

This project is a comprehensive data analysis endeavor within the Movie Industry, spanning from Data Cleaning to Exploratory Data Analysis, Correlation Analysis, and Temporal Analysis. The dataset was sourced from Kaggle, purportedly scraped using the IMDb API. Python was the primary tool utilized for analysis.

data-analysis data-cleaning python

Last synced: 23 Dec 2024

https://github.com/vasishth/lecturesintrobayes

Please go to the website for these online lectures:

bayesian-inference brms data-analysis stan

Last synced: 15 Dec 2024

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/md-emon-hasan/data-science

Data science tutorials, including data preprocessing, analysis, visualization, project deployment, machine learning and deep learning algorithms.

artificial-intelligence data-analysis data-engineering data-science deep-learning machine-learning-algorithms python

Last synced: 13 Nov 2024

https://github.com/nafisalawalidris/logistic-regression-model-for-breast-cancer-recurrence-prediction

Predicting Breast Cancer Recurrence - A logistic regression model using patient attributes to classify recurrence risk. Dataset analysis and model evaluation. Contributions welcome.

breast-cancer classification-model data-analysis data-science healthcare logistic-regression machine-learning python recurrence-prediction scikit-learn

Last synced: 22 Nov 2024

https://github.com/nilayhangarge/data-analysis-with-python

This repository provides a practical introduction to data acquisition and analysis using Pandas. It covers loading datasets, exploring data, manipulating data, and gaining insights through statistical summaries. Ideal for beginners, it offers code examples and explanations to enhance your data manipulation skills using Pandas for Python.

data-acquisition data-analysis data-analytics data-binning data-cleaning data-engineering data-fundamentals data-insights data-integration data-preprocessing data-science data-wrangling numpy pandas python

Last synced: 09 Nov 2024

https://github.com/md-emon-hasan/data_analytics_project

A repository containing projects demonstrating practical applications of data analytics techniques using Python and related libraries

data-analysis data-cleaning data-engineering data-science data-visualization numpy pandas

Last synced: 13 Nov 2024

https://github.com/vara-co/space-missions

Space Missions Over Time (1957-2022): Successes vs Failures, and Rocket Usage

data-analysis data-analysis-python history matplotlib pandas pandas-python space space-race spaceships team-project

Last synced: 07 Dec 2024

https://github.com/vara-co/sql-challenge

EmployeeSQL "Data modeling, data engineering, and data analysis."

data-analysis data-engineering data-modeling employee-database erd erdiagram postgres postgresql schema sql

Last synced: 07 Dec 2024

https://github.com/md-emon-hasan/data-analytics-project

Data analytics tasks and solutions, featuring hands-on exercises for data cleaning, visualization, and analysis using Python libraries.

cars-dataset census-data covid19-data data-analysis london-house-price police-data weather-data

Last synced: 13 Nov 2024

https://github.com/nafisalawalidris/sales-performance-dashboard

Sales Performance Dashboard: Analyze and visualize sales data using Power BI. Gain insights into trends, customer segments, product performance, and geographic distribution. Make data-driven decisions to optimize sales strategies and maximize revenue.

analytics-revenue dashboard-power-bi data data-analysis intelligence-sales optimization performance sales visualization-business

Last synced: 22 Nov 2024

https://github.com/md-emon-hasan/1-simple-stock-price-ml-app

A simple mahcine learning application for stock prices, demonstrating data preprocessing, model training, and deployment using scikit-learn.

data-analysis data-science eda ml-app streamlit-webapp time-series time-series-analysis webapp

Last synced: 13 Nov 2024

https://github.com/ibnaleem/cyberchef-discord

A versatile Discord bot that implements CyberChef's features for encoding, decoding, encrypting, compressing, analysing data directly and more in your Discord server

compression cti cyberchef cybersecurity data-analysis data-manipulation discord-bot discord-js encoding encryption hashing infosec parsing redteam

Last synced: 07 Dec 2024

https://github.com/vara-co/pandas-challenge

PyCitySchools - Analysis between budget and academic performance in schools

budget-analysis data-analysis jupiter-notebook pandas-dataframe python school-performances

Last synced: 07 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/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/antononcube/wl-datareshapers-paclet

Wolfram Language (aka Mathematica) paclet for data reshaping functions, like, long- and wide form, cross tabulation, etc.

contingency-table cross-tabulation data-analysis data-transformation long-form wide-form

Last synced: 15 Dec 2024

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

Wolfram Language (aka Mathematica) paclet that provides various Quantile Regression functions.

data-analysis machine-learning quantile-regression time-series time-series-analysis

Last synced: 15 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/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: 22 Nov 2024

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/nafisalawalidris/springforth-university-foodbank

Springforth University Food Bank: A collaborative initiative with UNESCO to address student food insecurity. Contains code and resources for the web application, data analysis, and insights into the prevalence and impact of food insecurity on academic performance.

academic-performance collaborative-initiative data-analysis data-visualization excel pivot-tables powerbi springforth-university-food-bank student-food-insecurity unesco

Last synced: 22 Nov 2024

https://github.com/amoghkori/deeplabcut-package-for-animal-pose-estimation

DeepLabCut Mouse Location Prediction: Training a deep neural network to predict the location of a mouse using annotated joint positions.

data-analysis data-annotations data-preprocessing deep-learning machine-learning model-evaluation python-programming research research-project

Last synced: 23 Nov 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/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 Nov 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/titanscouting/tra-superscript

The Red Alliance data analysis package

data-analysis frc-scouting hacktoberfest python

Last synced: 22 Nov 2024

https://github.com/chayandatta/got_script_manipulation

Game of Thrones Script - String & file manipulation

data-analysis data-science pandas python3

Last synced: 08 Dec 2024

https://github.com/nafisalawalidris/investigating-netflix-movies-and-guest-stars-in-the-office

Dive into the world of Netflix and explore the average duration of movies. Netflix, being the largest entertainment company, offers a wide range of movies for its viewers. In this project, we analyse movie durations using pandas and create a DataFrame from a dictionary. By examining average durations from 2011 to 2020.

average-duration csv-files data-analysis data-visualization dataframe filtering movie-durations movie-length-distribution netflix pandas python trends

Last synced: 22 Nov 2024

https://github.com/stastnypremysl/lsql-csv

lsql-csv is a tool for small CSV file data querying from a shell with short queries. It makes it possible to work with small CSV files like with a read-only relational databases. The tool implements a new language LSQL similar to SQL, specifically designed for working with CSV files in shell.

csv data-analysis data-processing haskell language linux-shell lsql lsql-csv new-language query-language relational-database sql unix-command unix-philosophy unix-shell

Last synced: 08 Dec 2024

https://github.com/rohithsaji97/open_gate_dip

An automatic gate opening system with an additional parking system (using Raspberry PI).

automated data-analysis digital-image-processing opencv python3 raspberry-pi-3 trained-models

Last synced: 29 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: 21 Nov 2024

https://github.com/priboy313/pandasflow

A set of custom python modules for friendly workflow on pandas

catboost data-analysis data-science pandas phik python scikit-learn shap

Last synced: 21 Dec 2024

https://github.com/mr-vozhyk/karpov.courses-study

Часть заданий и проектов от karpov.courses

airflow data-analysis git python sql statistics

Last synced: 20 Dec 2024

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: 21 Nov 2024

https://github.com/viseshrp/community_health_indicator

Android app to fetch,organize and represent NYC health data

android data-analysis data-visualization health

Last synced: 13 Nov 2024

https://github.com/nafisalawalidris/building-a-clustering-model-for-customer-segmentation

Customer Segmentation Using Clustering: This repo applies clustering algorithms to a customer transaction dataset, grouping similar customers together based on their purchasing behavior. Targeted marketing strategies can be developed by analyzing distinct customer segments.

clustering customer-segmentation data-analysis data-visualization k-means machine-learning marketing-analytics unsupervised-learning

Last synced: 22 Nov 2024

https://github.com/nafisalawalidris/northwind-traders-sales-analysis

Northwind Traders Sales Analysis project, which analyses sales data for a fictitious company. It utilises the Northwind Database and includes SQL queries to provide insights on employees, products, suppliers and revenue. The project aims to help the company gain valuable information for business decision-making.

business-insights data-analysis database northwind-traders sales sql

Last synced: 22 Nov 2024

https://github.com/ondrejhruby/countries-of-the-world

Explore global data with this repository, featuring insights, visualizations, and Python code examples on countries worldwide—perfect for enhancing your data analysis and visualization skills.

data-analysis data-science data-visualization geography jupyter-notebook machine-learning matplotlib pandas python statistics

Last synced: 21 Nov 2024

https://github.com/jrbourbeau/cr-composition

IceCube cosmic-ray composition analysis

cosmic-rays data-analysis machine-learning physics python

Last synced: 16 Dec 2024

https://github.com/alxrm/scent-of-literature

Russian literature sentiment analysis in terms of very small dataset

classification data-analysis sentiment-analysis sklearn tf-idf

Last synced: 06 Dec 2024

https://github.com/mindful-ai-assistants/movierevenueanalysis

🎬💰 Analyze movie companies' revenue, release strategies, and financial performance using statistical techniques for actionable insights. This project explores data on total revenue, number of releases, and lifetime gross to uncover patterns that can drive strategic decisions in the film industry.

data-analysis data-science python statistical-analysis statistics

Last synced: 21 Nov 2024

https://github.com/alphonsg/bimana

Package for performing automated bio-image analysis tasks.

bioimage-analysis bioinformatics data-analysis deep-learning edge-detection image-analysis image-processing

Last synced: 20 Dec 2024

https://github.com/cosmoduende/r-twitter

Explore your Twitter activity with R: Sentiment Analysis and Data Visualization. How to analyze your Twitter account (or any account), discover your habits and sentiments with the "rtweet" package and NLP.

data-analysis data-visualization lemmatization nlp nlp-library nlp-resources nltk nltk-library r-package r-programming r-studio rtweet stemming twitter twitter-api twitter-data twitter-data-analysis twitter-data-extraction twitter-sentiment-analysis udpipe

Last synced: 27 Dec 2024

https://github.com/nafisalawalidris/analyzing-nobel-prize-dataset-demographics-and-trends

This project analyses a Nobel Prize dataset using Python and data analysis libraries. It explores the distribution of winners by category and country, examines the proportion of female winners over time, investigates the age of winners when they received the prize and identifies the oldest and youngest recipients.

age-at-award country-distribution data-analysis data-manipulation dataset demographics filtering gender-balance grouping nobel-prize notable-laureates python trends visualisation winners

Last synced: 22 Nov 2024

https://github.com/kumaranand05/suicide-rate-analysis

Analysis of Mortality data of WHO and visualization using Power BI

analytics data-analysis data-visualization mortality-rates powerbi python suicide-dataset suicide-rate

Last synced: 25 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: 18 Nov 2024

https://github.com/cosmoduende/r-uber-trips-analyisis

Explore your activity on Uber with R: How to analyze and visualize your personal data history. Find out how you consume the Uber App using a copy of your data.

analisis-de-data data-analysis data-analytics data-science data-visualisation data-visualization data-viz eda flexdashboard ggmap ggplot2 mobility-as-a-service qmplot r-language r-programming ridesharing uber uber-data visualizacion-de-datos

Last synced: 27 Dec 2024

https://github.com/rajshrestha86/police-brutality-data-analysis

In this project, we analyze the events after George Floyd’s death. The protests and riots across the United States and sentiments of news articles of three different news sources that have different political leaning. We will see how these media reacted after Floyd’s death and see the effect of media bias on the sentiments of news for #BlackLivesMatter and #AllLivesMatter movement. We will also see if there is a correlation between the police budget and the number of protests. This analysis will help us to see if there is really a need for defunding police to reduce police brutality and casualties. We will also see the correlation of partisan segregation and number of deaths to see if political preference has an effect on the number of deaths by police.

data-analysis matplotlib pandas python sentiment-analysis web-scraping

Last synced: 14 Dec 2024

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

This is a package for 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 Nov 2024

https://github.com/olgapavlova/agile-health-hackathon

Визуализируем здоровье спринтов разработки по сырым данным

data-analysis data-visualization figma google-sheets matplotlib pandas python sql

Last synced: 18 Nov 2024

https://github.com/fatihilhan42/web_scraping_football_statistics_per_game_data-main

In this notebook I will describe the process of scraping data from web portal understat.com that has a lot of statistical information about all games in top 5 European football leagues.

data-analysis data-manipulation data-science data-scraping data-visualization jupyter-notebook python

Last synced: 01 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: 20 Nov 2024

https://github.com/harshmule1/store-sales-analysis

Sales Analysis Using Power Bi

data-analysis powerbi

Last synced: 10 Dec 2024

https://github.com/ayobami6/tweet-data-analysis

WeRateDogs Tweets Scrape using twitter Api

data-analysis data-science twitter webscraping

Last synced: 13 Nov 2024

https://github.com/john-science/data_science_by_example

Examples of Data Science Tools & Libraries

data-analysis data-science ipython pandas

Last synced: 18 Nov 2024

https://github.com/gracysapra/r-in-data-science

This repository contains essential guides for data analysis using R, covering topics like data preparation, data reshaping, and data visualization. Each file focuses on fundamental techniques to manipulate, clean, and visualize data effectively using R programming.

data-analysis data-preparation data-reshaping data-science data-visualization data-visualizations ggplot r r-for-data-science

Last synced: 15 Dec 2024

https://github.com/vhtua/group4_data_analysis

Hierarchical Cluster Analysis: Movie Genres Preferences

data-analysis hierarchical-clustering r unsupervised-learning

Last synced: 10 Dec 2024

https://github.com/tim-hub/python-course

A new Python Course, a new trial to offer MOOC style learning resources and content for python learners

data-analysis learning python

Last synced: 23 Nov 2024

https://github.com/aisurjyasamantaray/sales-perfomance-analysis-dashboard

A comprehensive sales performance analysis dashboard built using Python, and visualization tools. This project includes data cleaning, descriptive statistics, correlation analysis, and insights into sales trends, profitability, and the impact of discounts. Key features include interactive visualizations using Seaborn, and Matplot

analytics annova data data-analysis data-visualization-project dataproject eda hypothesis-testing pandas-dataframe python sales-performance-analysis statistics

Last synced: 18 Nov 2024

https://github.com/prangonghose/analysis_of_bangladesh_economic_complexity

In this project a brief analysis has been done by our team in the export economy of Bangldesh for the past three decades.

data-analysis data-science data-visualization inequalipy matplotlib pandas plotly

Last synced: 18 Nov 2024

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: 18 Nov 2024

https://github.com/alejo1630/chicago_crimes

A Jupyter Notebook with the data analysis and data visualization of crimes in Chicago from 2017 to 2023 using libraries such as seaborn and folium

data-analysis data-visualization folium pandas python seaborn

Last synced: 31 Dec 2024

Data analysis Awesome Lists
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文本数据和NLP 263 Uncategorized 252 数据可视化 180 机器学习框架 172 R 163 Machine Learning 163 图像数据与CV 147 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 114 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