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Projects in Awesome Lists tagged with eda

A curated list of projects in awesome lists tagged with eda .

https://github.com/georgiosioannoucoder/2023-fall-data-science-ta

These are my code examples for the 2023-fall-data-science-ta as a Data Science Teaching Assistant at CUNY Tech Prep (CTP) Cohort 9. 📊

dashboard data-visualization decision-tree eda huggingface image-classification machine-learning ml neural-network nlp pandas random-forest regression teaching-assistant transformer

Last synced: 02 Jan 2025

https://github.com/tanyagarg25/lendingclub_loan_analysis

Data exploration and analysis of Lending Club loan data to predict loan default risk. Includes data cleaning, descriptive statistics, and visualizations using Tableau and Excel

analysis eda tableau visualization

Last synced: 29 Dec 2024

https://github.com/vinicius999/eda-imdb-top1000-films

Análise exploratória dos Top 1000 filmes no IMDB até 2020

eda numpy pandas python

Last synced: 13 Nov 2024

https://github.com/badranalyst/titanic-survival-prediction-full-data-science-project-classification

This project predicts Titanic survivors using classification models. It includes data cleaning, pre-processing, exploratory data analysis (EDA), categorical feature conversion, model building, and evaluation. Python libraries like Pandas, NumPy, Matplotlib, and Seaborn are used to analyze and predict survival outcomes.

classification data-analysis data-science eda exploratory-data-analysis machine-learning matplo matplotlib-pyplot ml model numpy pandas predictive-modeling python seaborn

Last synced: 30 Dec 2024

https://github.com/ahmedkhaled404/data-cleaning-and-eda-layoffs-mysql

This project involves cleaning a dataset containing information about layoffs from companies around the world.

data data-analysis data-cleaning data-preprocessing datacleaning eda exploratory-data-analysis mysql sql

Last synced: 13 Nov 2024

https://github.com/harmanveer2546/nasa-asteroid-classification

Classifying whether an asteroid is hazardous or not.

eda matplotlib numpy pandas python seaborn visualization xbgoost

Last synced: 13 Nov 2024

https://github.com/badranalyst/restaurant-reviews-sentiment-analysis-nlp-case-study

This project analyzes restaurant reviews using Natural Language Processing (NLP) for sentiment analysis. It covers data exploration, pre-processing (NLTK text cleaning), model building, prediction, and deployment. The goal is to predict sentiment from reviews using Python libraries such as Pandas, NumPy, Matplotlib, and Seaborn.

data-analysis data-science eda exploratory-data-analysis matplotlib-pyplot model model-building numpy pandas pre-processing predictive-modeling python seaborn

Last synced: 30 Dec 2024

https://github.com/badranalyst/e-commerce-customer-analysis-data-science-foundations-case-study

This case study explores e-commerce customer data through data exploration, pre-processing, and splitting. It includes model building and training to analyze customer behavior. Python libraries like Pandas, NumPy, Matplotlib, and Seaborn are used for the analysis and model development.

data-analysis data-science dataset eda exploratory-data-analysis machine-learning matplotlib ml model-building model-training numpy pandas pre-processing python seaborn

Last synced: 30 Dec 2024

https://github.com/jesly-joji/laptop-price-prediction

Laptop Price Prediction

eda xgboost-regression

Last synced: 13 Nov 2024

https://github.com/syedzaheerabbas/jamboree-education-linear-regression

Using data from Jamboree, this project explores the relationship between applicant profiles (GRE, TOEFL, GPA, etc.) and their chances of admission to Ivy League graduate programs. Linear regression, Ridge, and Lasso regression are employed to build predictive models and identify key factors.

data eda linear-regression python visualization

Last synced: 25 Dec 2024

https://github.com/riya2624/heart-disease-diagnostic-analysis

Analyzed heart disease diagnostic data through an ETL process, ensuring data accuracy and readiness for analysis using Python (Pandas, NumPy, Matplotlib, Seaborn). Conducted comprehensive exploratory data analysis (EDA) to uncover trends related to heart disease rates by gender and age. Developed interactive dashboards with Power BI and Tableau

dashboard dax-query eda machine-learning matplotlib numpy pandas python seaborn

Last synced: 30 Dec 2024

https://github.com/ksharma67/intel-stock-predication-wiith-eda

We are trying to design a model that can predict the price of stock using different methods and algorithms.

eda linear-regression machine-learning-algorithms matplotlib numpy pandas prediction python scaler seaborn skit-learn

Last synced: 25 Dec 2024

https://github.com/tomfreudenberg/cedra

Harnessing the strengths of Cement for fast CLI apps, Dramatiq for reliable task processing, and Grpc for external access, CEDRA redefines efficiency in event-driven architecture.

cement dramatiq eda event-driven grpc message-queue python rabbitmq trpc

Last synced: 15 Dec 2024

https://github.com/mauriciovazquezm/caso_cas_fall2024

Repositorio de competencia de Caso de CAS (casualty actuarial society) otoño 2024.

data-visualization eda exploratory-data-analysis python

Last synced: 13 Nov 2024

https://github.com/hariprasath-v/amazon-ml-hiring-challenge

Online machine learning hackathon to classify the customer based on various activity scores on the e-commerce website.

dataanalysis eda exploratory-data-analysis ggplot2 r

Last synced: 13 Nov 2024

https://github.com/ksharma67/anomaly-detection-on-temperature-device-failure

A typical anomaly detection task and performing KMeans, PCA, Gaussian distribution, and Isolation Forest.

eda ellipticenvelope feature-engineering gaussian-distribution isolation-forest kmeans-clustering numpy pca python sklearn

Last synced: 25 Dec 2024

https://github.com/ksharma67/eda-on-ipl

In this python notebook, analysis of IPL matches from 2008 to 2020 is done using python packages like pandas, matplotlib and seaborn.

data-analysis data-science eda matplotlib numpy pandas python seaborn

Last synced: 25 Dec 2024

https://github.com/arxiver/airbnb-eda-and-regression

Big data exploration and analysis on Airbnb dataset as well as regression model for price prediction of entities

airbnb analysis big-data big-data-analytics bigdata eda python regression regression-models visualization xgboost

Last synced: 15 Nov 2024

https://github.com/thatfiredev/eda2trabalhopratico

Trabalho Prático de EDA2. Realizado no 3º ano (2018) de Eng. Informática do ISCTEM.

eda graph-theory graphs student-project

Last synced: 01 Jan 2025

https://github.com/shwetapardhi/assignment-04-simple-linear-regression-1

Q1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Model Predictions using simple linear regressi

correlation-analysis data-visualization distplot eda feature-engineering model-building model-prediction model-testing numpy ols-regression p-value pandas python regression-plot rsquare-values seaborn simple-linear-regression smf statsmodel t-score

Last synced: 11 Nov 2024

https://github.com/shwetapardhi/assignment-05-multiple-linear-regression-2

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in t

collinearity-diagnostics cooks-distance correlation-analysis eda heteroscedasticity homoscedasticity leverage-score multi-linear-regression numpy ols-regression p-value pair-plot python r-square-values regress-exog residual-analysis smf statsmodels vif

Last synced: 11 Nov 2024

https://github.com/ksharma67/partial-dependent-plots-and-individual-conditional-expectation-plots

Individual Conditional Expectation (ICE) plots display one line per instance that shows how the instance's prediction changes when a feature changes. The Partial Dependence Plot (PDP) for the average effect of a feature is a global method because it does not focus on specific instances, but on an overall average.

eda gradient-boosting individual-conditional-expectation linear-regression matplotlib numpy pandas partial-dependence-plot python seaborn sklearn xgboost

Last synced: 25 Dec 2024

https://github.com/imumi17/credit_eda_case_study

Exploratory Data Analysis on Banking Data

banking credit credit-risk eda fraud-prevention python

Last synced: 30 Dec 2024

https://github.com/ammahmoudi/bike-sharing-trends

Predicting bike sharing trends using classic machine learning methods (linear regression, decision tree)

bike-sharing decision-trees eda linear-regression machine-learning ml

Last synced: 15 Nov 2024

https://github.com/ammahmoudi/water-treatment-plant

Categorizing the plant's operation state using sensor data suing SVMs.

eda knn machine-learning ml svm water-treatment

Last synced: 15 Nov 2024

https://github.com/shreeparab1890/heart-attack-analysis-prediction-accuracy-85.24

This iPython Notebook implements the Analysis and Predictions for Heart Attack. The Analysis is done on the dataset to identify the key features which has a impact on Heart Attack. After the analysis and data cleaning, the dataset is used to train the model using different ML algorithm.

eda exploratory-data-analysis matplotlib numpy pandas plotly prediction python scikit sklearn

Last synced: 01 Jan 2025

https://github.com/yuting1214/-kobe-bryant-career-stats-analysis

Explore the record of the legendary NBA player - Kobe Bryant

eda exploratory-data-analysis kobe

Last synced: 30 Dec 2024

https://github.com/akashad98/vision_data_eda

Object detection Image data analysis or EDA

eda python3 vision yolo-nas yolov5 yolov8

Last synced: 29 Nov 2024

https://github.com/ksharma67/k-means-algorithm-on-the-iris-dataset

Applied the K-Means algorithm on the Iris dataset, and utilized the Silhouette Score method to find the best value of K

eda elbow-method iris-dataset kmeans-clustering matplotlib numpy pandas python seaborn silhouette-score

Last synced: 25 Dec 2024

https://github.com/virajbhutada/diamond-price-estimator

This project develops a predictive model to estimate diamond prices based on characteristics like carat, cut, color, and clarity. It covers data preprocessing, feature engineering, model selection, training, and evaluation. The final product is a web app where users can input diamond attributes to get accurate and instant price predictions.

cross-validation css data-analysis data-science-projects data-visualization eda feature-engineering html hyperparameter-tuning jupyter-notebooks machine-learning ml-algorithms model-deployment model-selection performance-optimization predictive-modeling python python-app user-interface

Last synced: 11 Nov 2024

https://github.com/ayushtiwari134/stock_price_predictor_dl

This is a full stack end to end project with the model trained in jupyter notebook, the backend file written in python, and for simplicity, the frontend created using streamlit.

deep-learning eda keras lstm-model machine-learning matplotlib numpy pandas python rnn streamlit tensorflow yfinance-library

Last synced: 24 Dec 2024

https://github.com/shubhamdeepkeshav/visualization-on-tips

📊 Data visualization project analyzing tipping behavior in restaurants using Python. 🍽️ Explores insights based on ⏰ time, 👥 party size, 🧑‍🤝‍🧑 gender, and 🚬 smoker status with Matplotlib and Seaborn.

data-visualization dataanalysis eda matplotlib python seaborn

Last synced: 21 Dec 2024

https://github.com/omarsaad21/rfm-clustering-

A full Data science and deployment project focusing on Data analysis and ML ( create a customer segmentation model to recommend the best merchants for each user as targetted offers)

business-solutions data-science eda numpy pandas plotly python sickit-learn streamlit

Last synced: 21 Dec 2024

https://github.com/omarsaad21/shopping-cart-eda

An EDA python project focusing on getting the most out of a movies dataset (- 1- combine this data together - 2- check messing values - 3- show summary statistics - 4- deal with date time and extract features from dates - 5- answer at least three questions from this data)

eda jupyter-notebook numpy pandas plotly python

Last synced: 21 Dec 2024

https://github.com/ibm-cloud-architecture/store-mq-gitops

Bootstrapped GitOps Repository

eda kafka

Last synced: 17 Nov 2024

https://github.com/kamaljangir1/s-and-p-500_stock-market

Analyzed the stock market, focusing on the S&P 500 index and individual stocks using Python, EDA, and Excel

eda excel python

Last synced: 04 Jan 2025

https://github.com/suzukisakae/gui_eda_chesswomen

Lê Thành Vinh (21110940): LẬP TRÌNH PYTHON PHÂN TÍCH DỮ LIỆU THĂM DÒ (EDA) VỀ “NỮ ĐẠI KIỆN TƯỚNG CỜ VUA (8/2020)

chess custom-tkinter eda gui-application hcmute tkinter

Last synced: 21 Dec 2024

https://github.com/ibm-cloud-architecture/refarch-eda-item-inventory-sql-flink

A SQL Flink implementation to compute the item inventory and store inventory

eda kafka

Last synced: 17 Nov 2024

https://github.com/computingvictor/thread_app_dataset

Analyses and models based on the "Thread app dataset: 37000 entities" Kaggle dataset

data-science dataset eda kaggle

Last synced: 25 Dec 2024

https://github.com/ibm-cloud-architecture/eda-kstreams-labs

Kafka Streams Examples / Labs to support EDA enablements

eda kafka-streams

Last synced: 17 Nov 2024

https://github.com/udipta14/historical-olympic-games-eda-python

Exploratory Data Analysis of a Historical Olympic Games Dataset, including all the games from Athens 1896 to Rio 2016.

data-cleaning data-visualization eda matplotlib numpy pandas python3 seaborn

Last synced: 29 Dec 2024

https://github.com/ashishsingh789/customer_purchase_prediction_using_decision-tree-_classifier

Decision Tree Classifier to predict customer purchases using demographic and behavioral data. Key steps: data preprocessing, EDA, model training, evaluation, and feature importance analysis.

data datascience desiciontree eda machine-learning-algorithms matplotlib numpy pandas-dataframe python seaborn

Last synced: 15 Nov 2024

https://github.com/aniruddha-10/data-201-group-project

Simple and basic Exploratory data analysis

eda excel openrefine tableau

Last synced: 15 Nov 2024

https://github.com/faizantkhan/automated-eda

This repository showcases tools for automatic Exploratory Data Analysis (EDA) in Python. These tools help you quickly understand your datasets and generate insightful reports.

automatic automation autoviz data-analysis data-analysis-python data-science data-visualization dtale dtale-library eda exploratory-data-analysis ml pandas pandas-profiling python python-library sweetviz

Last synced: 15 Nov 2024

https://github.com/faizantkhan/machine-learning

Machine Learning Practice and Exercises Welcome to our repository dedicated to the practice and mastery of machine learning (ML) concepts and techniques. This repository serves as a comprehensive resource for learners and enthusiasts looking to enhance their ML skills through hands-on exercises and practical applications.

classification-algorithm clustering-algorithm data-science datavisualization decision-trees eda linear-regression logistic-regression machine-learning machine-learning-algorithms machine-learning-library math matplotlib-pyplot model-selection pandas python sklearn-library testing-data training-data

Last synced: 15 Nov 2024

https://github.com/shwetapardhi/assignment-04-simple-linear-regression-2

Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.

correlation-analysis data-visualization distplot eda feature-engineering model-building model-predictions model-template numpy ols-regression p-value pandas python r-square-values regression-plot seaborn simple-linear-regression smf statsmodels t-score

Last synced: 11 Nov 2024

https://github.com/katebea/fib-eda-estructura-de-datos-y-algoritmos

Repositorio del curso de Estructuras de Datos y algoritmos en el grado de Ingeniería Informática en la FIB UPC

cpp eda fib upc

Last synced: 17 Nov 2024

https://github.com/snowkylin/npn

A boolean matcher that computes the NPN canonical representative for a given boolean function.

boolean-matcher cpp eda logic-synthesis npn pypi-package python

Last synced: 15 Nov 2024

https://github.com/omarsaad21/credit-train-data-science-project

This a full web application to predict the credit score of clients plus I did many visulizations to express many insights in chart

eda matplotlib ml numpy pandas python sklearn streamlit-webapp

Last synced: 15 Nov 2024

https://github.com/karlyndiary/coffee-shop-sales-analysis

Analyzing coffee shop sales using Pandas for data cleaning and exploratory data analysis (EDA), and Streamlit for data visualization dashboards.

data-analysis data-cleaning data-preprocessing data-visualization eda pandas streamlit streamlit-dashboard

Last synced: 21 Dec 2024

https://github.com/shivamsharma32/haberman-data-analysis

The dataset contains cases from a study that was conducted between 1958 and 1970 at the University of Chicago’s Billings Hospital on the survival of patients who had undergone surgery for breast cancer.

eda pandas python3

Last synced: 14 Dec 2024

https://github.com/shreeparab1890/unicorns-of-india-till-sep-2022-analysis-eda

This ipython notebook is the Exploratory data analysis (EDA) of the Unicorns of India till Sep 2022.

analysis data-analysis eda exploratory-data-analysis matplotlib-pyplot numpy pandas plotly

Last synced: 01 Jan 2025

https://github.com/rmrt1n/chess_analysis_project

Webscraping and analysing games of Hikaru Nakamura

chess data-analytics data-visualization eda rvest tidyverse web-scraping

Last synced: 14 Dec 2024

https://github.com/shreeparab1890/indian-elections-2019-analysis-eda

This ipython notebook is the Exploratory data analysis (EDA) of the Indian Lok Sabha Elections 2019.

data data-analysis data-science data-visualization eda exploratory-data-analysis matplotlib numpy pandas plotly python python3 visualization

Last synced: 01 Jan 2025

https://github.com/anuuragg/human-microbiome---eda

Fundamentals of Data Science - End Semester Project 1

data-science data-visualization eda fds microbiome

Last synced: 20 Nov 2024

https://github.com/seekai-786/stock-price-predictor

"Developed a machine learning model to predict stock prices using historical data and market indicators. Leveraged techniques like time series analysis and regression. Utilized Python libraries for data preprocessing, model training, and evaluation, achieving reliable accuracy for informed investment decisions."

dataanalysis eda jupyter-notebook machine-learning machine-learning-algorithms python stock-price-prediction streamlit

Last synced: 21 Dec 2024

https://github.com/noodleslove/house-of-representative-analysis-i

This project uses public data about the stock trades made by members of the US House of Representatives.

data-analysis data-science eda kaggle-dataset matplotlib-pyplot pandas python stocks-trading

Last synced: 30 Nov 2024

https://github.com/ahmad-ali-rafique/adult-income-dataset

This repository contains a Jupyter Notebook exploring the adult income dataset. The notebook performs Exploratory Data Analysis (EDA), including visualizations with charts and graphs. Additionally, it implements various classification models to predict income and analyzes their accuracy.

accuracy classification dataanalytics datavisualization-project decision-tree-classifier eda evaluation evaluation-metrics exploratory-data-analysis logistic-regression machine-learning random-forest-classifier

Last synced: 15 Nov 2024

https://github.com/ribin-baby/the-sparks-foundation-data-science-internship

This repository contains tasks and solutions assigned as part of internship program. This repository contains workbooks on data analysis and model building parts.

data-analysis eda python3

Last synced: 15 Nov 2024

https://github.com/raulmaulidhino-dev/ml_modelling_regression

There are many factors that influence the grades/scores of students. One of the factors is study hours. In this mini analysis project, there are 3 models that will learn and predict the relation between study hours of students and their scores in an exam/test. This project will result the best ML model to solve the problem.

data data-analysis-python data-science eda machine-learning scikit-learn

Last synced: 21 Dec 2024

https://github.com/chandkund/sentiment-analysis-on-movie-reviews

Project on Sentiment Analysis of Movie Reviews using K-means clustering. This project clusters movie reviews based on their sentiment scores to understand audience reactions. Includes data preprocessing, feature selection, model development, and visualization.

data-science eda jupyter-notebook machine-learning matplotlib numpy pandas preprocessing python sklearn

Last synced: 21 Dec 2024

https://github.com/samridhisainii/airbnb-data-analysis

Data analysis of airbnb dataset

analysis data data-visualization eda models

Last synced: 29 Nov 2024

https://github.com/jt2m0l3y/quantified-self

The final project for an introduction to data science, this project is a practice in supervised machine learning with kNN and Decision Tree Classifiers.

data-visualization decision-trees eda jupyter-notebooks knn-classification latex markdown numpy pandas python scikit-learn statistical-analysis supervised-learning

Last synced: 27 Dec 2024

https://github.com/alchemine/computer-vision-anomaly-detection

Computer Vision 이상치 탐지 알고리즘 경진대회

eda machine-learning python

Last synced: 15 Nov 2024

https://github.com/alchemine/diabetes-prediction

Diabetes Prediction and Analysis (NHIS-2018)

eda jupyter python scikit-learn streamlit

Last synced: 15 Nov 2024

https://github.com/abhash-rai/regression-car-price-prediction

This repository contains my first complete data science project from web scrapping for data to data preprocessing, cleaning, exploratory data analysis, model training and deployment.

data data-science data-visualization eda exploratory-data-analysis machine-learning neural-network prediction prediction-model regression

Last synced: 15 Nov 2024

https://github.com/bastianlq/analisis-instacart

Proyecto de análisis a la plataforma de delivery Instacart, análisis exploratorio y visualización de datos.

analisis-de-datos eda matplotlib

Last synced: 06 Dec 2024

https://github.com/neerajcodes888/ipl-victory-analysis-with-prediction

This repository contains code for analyzing and predicting outcomes in the Indian Premier League (IPL) cricket matches from 2008 to 2022. It includes data analysis notebooks, a prediction model, and a Flask-based web application for interactive predictions. Explore historical match data, gain insights, and make predictions on upcoming matches .

css3 csv-datasets eda feature-extraction flask-application github html5 notebooks pandas-library preprocessing python3 render-deployment sckiit-learn

Last synced: 04 Dec 2024

https://github.com/neerajcodes888/data-science

This repository is a hub for data science enthusiasts, offering a diverse collection of projects, notebooks, and resources covering topics such as data analysis, machine learning, deep learning, and generative AI. Explore innovative ideas, contribute to cutting-edge research, and enhance your skills in the dynamic field of data science

data-analysis data-science data-visualization deep-learning deep-learning-algorithms eda genai jupyter-notebook machine-learning machine-learning-algorithms openai-api pandas plotting python3 sklearn-library streamlit

Last synced: 04 Dec 2024

https://github.com/lu-sketch/chocolate-imports-dataset

Chocolate Imports for South Africa

data eda visualization

Last synced: 29 Nov 2024

https://github.com/shreshth-112/zomato-data-analysis

Helping Zomato segregate restaurants according to the data collected from the masses.

data-science eda sentiment-analysis

Last synced: 29 Dec 2024

https://github.com/daviddavo/18eda

This is a mirror from https://gitlab.com/daviddavo/18eda

data-structures eda

Last synced: 23 Nov 2024

https://github.com/somjit101/data_science-eda

A collection of useful implementations to perform EDA on a new dataset in order to understand preliminary patterns in the dataset and gain a high-level grasp of the dataset using plots and visualizations.

boxplots contour-plots distribution eda histogram iris-dataset plots qqplot seaborn-plots statistical-analysis violin-plots

Last synced: 16 Nov 2024

https://github.com/albertofaraujo/ml_ocupacao_casa

Criar um modelo de Rede Neural Artificial, capaz de prever o valor da mediana de ocupação das casas, utilizando dados locais.

data-science eda machine-learning redes-neurais-artificiais rstudio

Last synced: 06 Dec 2024

https://github.com/albertofaraujo/ml_notas_de_alunos

Prever as notas dos alunos com base em diversas métricas.

data-science eda machine-learning regressao-linear rstudio

Last synced: 06 Dec 2024

https://github.com/sajjad425/olympic-analysis

Perfect for analyzing Olympic history, athlete trends, and country-level participation.

eda jupyter-notebook olympics olympics-dataset python3

Last synced: 17 Nov 2024

https://github.com/sajjad425/bankchurn

EDA on bank customer data to predict churn using features.

banking banking-application eda powerbi-desktop powerbi-visuals visualization

Last synced: 17 Nov 2024

https://github.com/sajjad425/edaipl

The dataset covers the Indian Premier League (IPL) with details on matches (date, teams, venue, results), player stats (runs, wickets), team stats (wins, losses), season summaries, and umpire info. The EDA reveals patterns and insights, highlighting dominant teams, star players, and trends across seasons.

data-analysis eda exploratory-data-analysis ipl python

Last synced: 17 Nov 2024

https://github.com/sajjad425/retail-eda

Perform the Exploratory Data Analysis on dataset sample superstore. As a business manager try to find out the weak areas where you can work to make more profit. What all business problem you can derived by exploring the data?

eda powerbi

Last synced: 17 Nov 2024

https://github.com/sehgal-vishal/sql-nyc-collision-analysis

this analysis is based on the Collisions(Accidents) happend in New York City. I have used Sql Server For EDA(Exploratory Data Analysis

data-analysis database eda sql-server

Last synced: 17 Nov 2024

https://github.com/stataziz/global-layoffs-an-eda-with-sql-and-tableau

This project is about exploring global layoff trends from 2020 to 2023, analyzing the impact across companies, industries, and geographies to uncover key insights into job market disruptions.

eda exploratory-data-analysis mysql sql sql-server tableau

Last synced: 17 Nov 2024

https://github.com/ashish-kr-srivastava/social-media-database-analysis-sql-project

I have recently worked on a project of analyzing a social media platform data on MS SQL SERVER. In this project I have used advanced SQL functions and keywords like Views, Indexes, CTE, Windows Functions and many more.

eda joins mssqlserver schema views windowsfunction

Last synced: 17 Nov 2024

https://github.com/analyticslover/salifort-motors-turnover-project

The Salifort Motors H.R. Project serves as the capstone for the Google Advanced Analytics Program on Coursera. This project presents a business scenario and a problem on the scnario context, employee turnover. In this project, essential techniques as EDA and Data Modeling are used to analyze and predict the employee turnover rates in the company.

data data-analysis datamodeling eda machine-learning pandas python sklearn

Last synced: 17 Nov 2024