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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/mohamed3nan/udacity

Udacity Data Analysis Nanodegree Program

data-analysis data-visualization numpy pandas python

Last synced: 14 Nov 2024

https://github.com/kheriberto/linear_regression_ecommerce

Simple project showcasing crafting a linear regression model with SciKit Learn

data-analysis jupyter-notebook linear-regression pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/kheriberto/logistic_regression_project

A project that analyses dummie data from an advertising company using logistic regression

data-analysis logistic-regression pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/docuvesta/la-mer-skincare-chicago-duty-free-analysis

Comparing La Mer product selection, availability and pricing from 3 different purchase locations ✈️

analytics cremedelamer data-analysis data-analytics data-science data-visualization lamer luxury plotly python seaborn skincare

Last synced: 09 Nov 2024

https://github.com/docuvesta/la-prairie-luxury-skincare-makeup-analysis

Web scraping La Prairie skincare websites for brand and product insights 🛍️

cosmetics data-analysis data-analytics data-visualization jupyter-notebook luxury python science skincare

Last synced: 09 Nov 2024

https://github.com/otonomee/against-the-clock-transcript-analysis

This repository contains code and analysis for exploring the transcripts of the various "Against The Clock" videos featured on the FACT Magazine YouTube channel. The goal is to uncover insights, patterns, and trends across the different artists and their creative process under time constraints.

against-the-clock ai-analysis audio-processing creative-ai creative-process data-analysis fact-magazine machine-learning music-production natural-language-processing nlp text-mining yt-dlp

Last synced: 10 Nov 2024

https://github.com/tszon/data-science-projects

Included are all the worth-noting Data Science projects in my learning journey with DataCamp.

data-analysis data-science exploratory-data-analysis feature-engineering machine-learning modelling preprocessing-data scikit-learn supervised-learning

Last synced: 12 Oct 2024

https://github.com/ngangawairimu/linear-regression-

This project builds a linear regression model in Python to predict outcomes and derive insights from feature data. It covers data cleaning, feature analysis, and model evaluation, showcasing predictive modeling techniques using scikit-learn, pandas, and visualization libraries.

data-analysis linear-regression machine-learning predictive-modeling python scikit-learn

Last synced: 31 Oct 2024

https://github.com/thanhngan22/data-analyst-fundamental

🧩 data analyst fundamental | Knowledge relevant to a datathon | materials

analyzing-data-using-pandas data-analysis datathon tensorflow

Last synced: 09 Nov 2024

https://github.com/namratagulati/tweets_analysis

This repository focuses on sentiment analysis of Twitter data using Python, Natural Language Processing (NLP), and the Natural Language Toolkit (NLTK). The goal is to extract valuable insights from social media discussions, such as word frequency, hashtag trends, and sentiment patterns.

analysis data-analysis natural-language-processing nlp-machine-learning nltk-corpus nltk-python sentiment-analysis twitter-sentiment-analysis

Last synced: 10 Nov 2024

https://github.com/namratagulati/fraud_detection

This fulfills all the requirements of a fraud detection model developed on linear regression using feature scaling, engineering and testing model with the help of auc-roc curve and others.

data-analysis data-visualization machine-learning machine-learning-algorithms machinelearning-python

Last synced: 10 Nov 2024

https://github.com/jinkogule/multi-analyst

O Multi Analyst é uma ferramenta de análise de dados com uma usabilidade simples, que utiliza inteligência artificial para interpretar os resultados das análises realizadas, retornando insights úteis aos usuários.

apriori-algorithm bootstrap css data-analysis django html numpy open-ai pandas python web-application

Last synced: 09 Nov 2024

https://github.com/danpoynor/omdb-api-data-analysis

Gathers data for Oscar-winning movies using their IMDB ids, saves the information to a CSV file, and answers a few data analysis questions about the movies using JupyterLab.

analytics csv data-analysis jupyter-notebook matplotlib omdb-api pandas-dataframe python-dotenv python3 seaborn-plots

Last synced: 16 Nov 2024

https://github.com/johannaschmidle/road-collisions-project

Understanding Accident Severity for Effective Road Management [Excel]

data-analysis data-visualization excel pivot-tables traffic-analysis

Last synced: 12 Nov 2024

https://github.com/johannaschmidle/amazon-cat-couch

Customer product reviews + ratings analysis and visualization [Python, Excel, Tableau, R]

data-analysis data-visualization jupyter-notebook python-notebook r-markdown sentiment-analysis text-analysis web-scraping

Last synced: 12 Nov 2024

https://github.com/johannaschmidle/netflix-subscription-analysis

Analyzing Netflix subscription trends from 2021 - 2023 [SQL, Tableau]

data-analysis data-cleaning data-trend data-visualization netflix

Last synced: 12 Nov 2024

https://github.com/techshot25/graduateadmissions

Looking at the probability of being accepted in a graduate program using a machine learning model

bayesian-regression correlation-matrices data-analysis data-science linear-regression machie-learning random-forest-regression regression ridge-regression

Last synced: 10 Nov 2024

https://github.com/kahleryasla/car-sales-data-analysis

This project retrieves and cleans car sales data from a Google Sheets document, and performs various analyses on the data, including calculating the average price of cars for each year and the standard deviation of the prices of each brand. The cleaned and modified data is then saved to an Excel file.

data data-analysis data-cleaning data-manipulation excel google-sheets pandas pandas-python

Last synced: 13 Nov 2024

https://github.com/dina-hosny/analyze-and-model-airline-system

Analyzing Airline System and Building Data Warehouse Model to Store the Data and Answer Some Business Questions

data-analysis data-modeling data-warehouse datawarehousing dwh plsql sql

Last synced: 14 Nov 2024

https://github.com/puspacempaka/superstore-analysis-with-sql

This repository showcases various data analyses on the popular Superstore dataset using SQL queries. The analyses cover a range of business insights, including sales performance, customer segmentation, and product profitability. Each analysis is documented with the SQL queries used and explanations of the steps involved.

business-intelligence data-analysis sales-analysis sql superstore-dataset

Last synced: 15 Nov 2024

https://github.com/agustin-caceres/proyecto-data-analyst

Proyecto de Data Analyst sobre servicios de Telecomunicaciones en Argentina

business-analytics business-intelligence data-analysis data-visualization database postgresql python streamlit

Last synced: 11 Nov 2024

https://github.com/davidzajac1/four-percent-rule-pandas-analysis

Analysis of the 4% Personal Finance Rule of Thumb

data-analysis data-visualization pandas python

Last synced: 09 Nov 2024

https://github.com/min-thway-htut/r-programming

Repository for R-Programming

data-analysis r-programming

Last synced: 10 Nov 2024

https://github.com/aleks-andrs/bigdataanalytics

Public repository for CM3111: Big Data Analytics Coursework (Meteorite landings analysis)

data-analysis data-science machine-learning

Last synced: 11 Nov 2024

https://github.com/dthung1602/goodread-bestbook-prediction

Data analysis - trying to predict the result of Goodreads Choice Adward

data-analysis goodreads pca python r xgboost

Last synced: 09 Nov 2024

https://github.com/ninadpatil09/hospital_emergency_room_analysis

This comprehensive analysis delves into the performance and characteristics of the hospital's emergency room over the past year. By scrutinizing key metrics and patient demographics, this study aims to provide valuable insights for optimizing patient care, resource allocation, and overall operational efficiency.

data-analysis tableau-public visualization

Last synced: 09 Nov 2024

https://github.com/danpoynor/data-analysis-of-video-game-sales-2000-2015

This analysis reviews sales for the top 100 video games from the years 2000-2015 to gather insights. Within the notebook I use Python’s Pandas, Matplotlib, and Seaborn libraries to interact with the data and create graphs.

data-analysis jupyter-notebook matplotlib pandas-dataframe python3 seaborn-plots video-game-sales

Last synced: 16 Nov 2024

https://github.com/ninadpatil09/heart_disease_detection_analysis

The Heart Disease Detection Analysis aims to create a predictive model for identifying individuals at risk of heart disease. Using a dataset with attributes like age, sex, and health metrics, the project focuses on distinguishing patients with and without heart disease.

data-analysis data-cleaning data-science data-visualization machine-learning

Last synced: 09 Nov 2024

https://github.com/pratanup/solar-power-generation-prediction

A solar power generation company wants to optimize solar power production and needs the prediction model to predict ‘Clearsky DHI’, ‘Clearsky DNI’, ‘Clearsky GHI’.

anaconda data-analysis data-science google-colab jupiter-notebook machine-learning machine-learning-algorithms machinelearning-python prediction prediction-model python

Last synced: 08 Nov 2024

https://github.com/mahdi-meyghani/movie-recommendation-system

A Python-based movie recommendation system utilizing popularity-based, content-based, and collaborative filtering models with data science and machine learning techniques.

data-analysis data-science machine-learning recommendation-system scikit-learn scikitlearn-machine-learning

Last synced: 10 Oct 2024

https://github.com/nikhilash45/power-bi-vsualisation-of-joins

In This Power Bi Report User Can Visualis Join By Themselves , and it is easy to understand joins now.

business-analytics business-intelligence data data-analysis data-visualization joins powerbi sql visualization

Last synced: 12 Nov 2024

https://github.com/aangelone2/das-c

Lightweight parallel Data Analysis Suite in C

c correlation-analysis data-analysis monte-carlo multithreading openmp

Last synced: 14 Nov 2024

https://github.com/sabelomkhwanzi/data-alchemist-boot-camp

Built on Covalent's Unified API, Increment has the full historical data set for 40+ chains including every smart contract, event, transaction, address, etc. With access to all this data you can find:

covalent data-analysis increment

Last synced: 17 Nov 2024

https://github.com/syedanimrafatima/ecommerce-store-sales-analysis-powerbi

The Sales Analysis Dashboard is designed to help an E-commerce Business to overview their Sales performance throughout the year. It includes a report and visualizations that cover sales performance, customer segmentation, product analysis, and more.

business-intelligence csv dashboard data-analysis data-cleaning data-visualization excel powerbi sales-analysis-dashboard storytelling

Last synced: 09 Nov 2024

https://github.com/abishekaditya/machinelearningintro

Some simple stuff with pandas and Scipy

data-analysis ipython machine-learning pandas python scipy

Last synced: 08 Nov 2024

https://github.com/meokullu/prefill

PreFill adds desired characters onto output values to increase their legibility.

alignment data data-analysis data-engineering data-science legibility

Last synced: 14 Nov 2024

https://github.com/imrandil/sql_practice_with_analysis

SQL practice using postgres db and docker as a tool to setup postgres, loving the sql way

data-analysis docker markdown postgres sql

Last synced: 08 Nov 2024

https://github.com/chuxinh/our-data-manual

All in one place for our data science learning journey by Chuxin and Melody

data-analysis data-science machine-learning python

Last synced: 11 Nov 2024

https://github.com/imrandil/excel_learning_dir

Excel learning practice with some data, the doing

data-analysis datasets excel

Last synced: 08 Nov 2024

https://github.com/fisseha-estifanos/telecom

A showcase repository for a specific telecommunication company. Used to analyze several telecommunication data set features and generate useful insights accordingly. Insights generated could be seen at https://github.com/Fisseha-Estifanos/telecom-visualizer or at https://fisseha-estifanos-telecom-visualizer-home-huxgy0.streamlitapp.com/

data-analysis notebooks-jupyter python visual-studio-code visualization

Last synced: 09 Nov 2024

https://github.com/angelmtenor/idafc

Udacity's Intro to Data Analysis

data-analysis

Last synced: 09 Nov 2024

https://github.com/kwonnayeon/urban-parks-childrens-happiness

A thesis project exploring the causal impact of urban parks on children's happiness, with data, results, and code.

causal-inference data-analysis environmental-psychology latex matching propensity-score public-health r social-science statistical-analysis thesis-project urban-studies weighting

Last synced: 02 Nov 2024

https://github.com/leopeng1995/neuralsql

Make DataStore More Intelligent

data-analysis mongodb sql

Last synced: 08 Nov 2024

https://github.com/leandrocollares/home-team-advantage-in-epl

Home team advantage in the English Premier League: an exploratory data analysis

data-analysis matplotlib pandas plotly

Last synced: 11 Nov 2024

https://github.com/nandit123/python_on_excel

Data Analysis using python libraries on excel data

csv data-analysis data-science fill fluctuations graph numpy python python-library

Last synced: 12 Nov 2024

https://github.com/drill-n-bass/dealavo-project

Cartesian product from dictionary to list of dictionaries and faster methods for finding index than the `index` method.

data-analysis data-analysis-python matplotlib pandas python python3 random timeit

Last synced: 07 Nov 2024

https://github.com/ankit21111/carpredict

This project predicts car prices using machine learning models, including Simple and Multiple Linear Regression. It covers data acquisition, feature selection, and optimization techniques like Ridge Regression. The best model, Multiple Linear Regression, achieved an R² score of 0.84. Check out the full analysis in the repository!

data-analysis data-visualization matplotlib numpy pandas pyhton scipy seaborn sklearn

Last synced: 19 Nov 2024

https://github.com/drill-n-bass/ovh-project

The goal of this task is to prepare statistical analysis of set of data from disks.

anaconda analysis data-analysis data-analysis-python jupyter-notebook matplotlib-python pandas python3 seaborn-plots

Last synced: 07 Nov 2024

https://github.com/mecha-aima/demographic-analyzer

This project uses pandas to process census data from a csv file and draw useful results from the data by performing various filtering and calculations on it

data-analysis data-science pandas

Last synced: 09 Nov 2024

https://github.com/madusales/powerbi-etl-elt

Venho estudando, através do Bootcamp da DIO sobre Data Analytics & Power BI, acerca do uso de SQL para criar soluções em BI. Esse repositório é dedicado a registrar os meus conhecimentos adquiridos até então sobre o que é BI, Tipos de análises, ETL e ELT.

big-data business-intelligence data-analysis powerbi

Last synced: 11 Nov 2024

https://github.com/abhipatel35/diabetes_ml_classification

Predict diabetes using machine learning models. Experiment with logistic regression, decision trees, and random forests to achieve accurate predictions based on health indicators. Complete lifecycle of ML project included.

classification data-analysis data-science data-visualization descision-tree diabetes-prediction jupiter-notebook logistic-regression machine-learning model-evaluation open-source pandas pycharm-ide python random-forest scikit-learn

Last synced: 31 Oct 2024

https://github.com/jrh89/sorting-hat

With a simple and user-friendly interface, the GUI allows users to easily enter data and extract the numbers they need and then sort and graph them.

data-analysis data-visualization datascience executable graphs-algorithms gui python sorting sorting-algorithms sorting-algorithms-implemented

Last synced: 10 Nov 2024

https://github.com/cicku/en.650.672

HW of EN.650.672

analytics data-analysis numpy pandas

Last synced: 09 Nov 2024

https://github.com/chaitanyaprasad60/sql-queries

This is a list of complex SQL Queries I have practiced.

data-analysis sql window-functions

Last synced: 11 Nov 2024

https://github.com/madrury/hot-sauce

Simuation of a Hot Sauce Spicyness Dataset

data-analysis data-science data-visualization dataset machine-learning

Last synced: 10 Nov 2024

https://github.com/sinsunsan/earth-survival-kit

Global warning data visualisation app to make everyone understand global warning and take actions that matter

angular angular7 d3 data-analysis data-visualization ecology global-warning ngx-charts

Last synced: 08 Nov 2024

https://github.com/abhroroy365/market_analysis

This project explores customer segmentation and market analysis in the context of online retail using an online retail dataset. By applying advanced analytics, we aim to uncover insights that can drive strategic decisions and enhance business performance.

clustering data data-analysis data-visualization kmeans-clustering machine-learning market-analysis python silhouette-analysis

Last synced: 09 Nov 2024

https://github.com/rahulsm20/car-data

A data analytics project that involves analyzing a car dataset that includes information on various car brands, years, prices, mileage, and fuel types, in order to gain insights into the car market.

data-analysis data-analytics matplotlib numpy pandas python

Last synced: 10 Nov 2024

https://github.com/mikma03/datascience_python_datacamp

DataScience with Python. Code and examples. Python libraries, including pandas, NumPy, Matplotlib, and many more.

data-analysis data-science datacamp datascience numpy pandas python

Last synced: 11 Nov 2024

https://github.com/aneeshmurali-n/project-ml-data-preprocessing

The main objective of this project is to design and implement a robust data preprocessing system that addresses common challenges such as missing values, outliers, inconsistent formatting, and noise. By performing effective data preprocessing, the project aims to enhance the quality, reliability, and usefulness of the data for machine learning.

data-analysis data-cleaning data-encoding data-exploration feature-scaling label-encoding matplotlib minmaxscaler numpy one-hot-encoding outlier-detection pandas standardscaler

Last synced: 11 Nov 2024

https://github.com/prekshivyas/cis-595-big-data-analytics

Comprehensive real estate price prediction project, integrating socioeconomic indicators and property features.

data-analysis data-cleaning data-mining data-preprocessing data-science data-visualization data-wrangling exploratory-data-analysis web-scraping

Last synced: 09 Nov 2024

https://github.com/kentlouisetonino/ama-project-data-analysis

A course project for course MATH 6200.

ama-university data-analysis python

Last synced: 12 Nov 2024

https://github.com/anoopgeorge418/linked-analytics

"LinkedAnalytics is a project that scrapes LinkedIn data, analyzes it to uncover valuable insights, builds predictive models, and deploys them for practical applications. This repository contains all scripts, analysis notebooks, and deployment code needed to replicate the process."

beautifulsoup4 bokeh data-analysis data-science linkdin linkdindata machine-learning matplotlib numpy pandas plotly python requests seaborn sql web-scraping

Last synced: 10 Nov 2024

https://github.com/rahulsm20/storedata

A data analysis project aimed at analyzing the sales data of the super store and providing useful insight into customer preferences.

data-analysis matplotlib numpy pandas python streamlit

Last synced: 10 Nov 2024

https://github.com/alan-oliveir/state-of-data-2022

Neste projeto faço a análise da distribuição das faixas salariais para os profissionais de nível júnior para o cargo de analista, cientista e engenheiro de dados. Os dados são da State of Data Brazil que é uma das maiores pesquisas sobre o panorama do mercado de trabalho brasileiro na área de dados.

data-analysis jupyter-notebook pandas-python seaborn-python

Last synced: 14 Nov 2024

https://github.com/themihirmathur/qlik-intern-project

Qlik Analysis of Road Safety & Accident Patterns in India 📈 Analyzed & visualized road safety data for 20.85k+ accident cases with 9+ accident data patterns in India using Qlik 📉 Reduced inefficiencies by 25% by developing design of an avant-garde data tracking dashboard that monitored injuries.

data-analysis data-visualization presentation qlik qlik-cloud qlik-sense qlikview

Last synced: 12 Nov 2024

https://github.com/rahulsm20/insurance-data

A data analytics project dealing with risk assessment and it's effects in health insurance.

data-analysis data-analytics machine-learning matplotlib numpy pandas python scikit-learn

Last synced: 10 Nov 2024

https://github.com/koldlight/bluetab-data-science-2017

Repositorio para compartir material y publicar los retos

course data-analysis data-science exercises

Last synced: 09 Nov 2024

https://github.com/rahulsm20/trackbyte

A full-stack web application that helps users keep track of their playlist and provides analytics based on their music taste.

bootstrap data-analysis expressjs mysql nodejs reactjs sql

Last synced: 10 Nov 2024

https://github.com/athari22/investigating-netflix-movies-and-guest-stars-in-the-office

Apply basic Python skills in Introduction to Python and Intermediate Python by processing and visualizing film and television data.

data-analysis data-science data-visualization loop loops matplotlib matplotlib-pyplot netflix numpy office pandas python

Last synced: 08 Nov 2024

https://github.com/jabhij/eda_experiments

In this repo I'll use different types of datasets to explore and implement various Exploratory Data Analysis (EDA) approaches.

ames-housing analysis battery-life blackfriday-analysis data-analysis data-science data-visualization eda matplotlib-pyplot numpy pandas python seaborn visualization zomato-data-analysis

Last synced: 16 Nov 2024

Data analysis Awesome Lists
awesome-R 482 Awesome-Geospatial 1,257 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 SORTED 92 fucking-awesome-R 378 awesome-web3 67 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 244 文本数据和NLP 182 Machine Learning 163 R 163 Table of Contents 141 数据可视化 131 Reading corner 129 机器学习框架 122 Podcasts 117 图像数据与CV 106 模型的可解释性 99 超参数优化和AutoML 93 工作流程和实验跟踪 80 Others 77 Lists of libraries 72 分布式机器学习 62 地理Geo处理 62 Books 61 图数据处理 59 数据管道和流处理 58