ABCG | Research

Women’s E-Commerce Review Dataset (Data Analysis)

Women’s E-Commerce Review Dataset Includes 23486 rows and 10 unique features Clothing ID: refers to the specific piece of clothing being...

Simple Data Analysis Project (E-Commerce)

Introduction This is a Women’s Clothing E-Commerce dataset revolving around the reviews written by customers. It's nine supportive...

FLIGHT INFORMATION DATA ANALYSIS IN TABLEAU

Introduction Nowadays airplanes are very important medium of transportation which used for moving people and cargo from one place to...

Uplift model for a Voter Persuasion Case

Introduction and Business Understanding We will use cluster analysis to analyze and better understand the voters by using...

Propensity scoring and Inverse probability weighting (IPW)

Introduction and Business Understanding We will use propensity scoring and inverse probability weighting (IPW) to obtain an unbiased...

Company optimizes the click rate

The ABC Company optimizes the click rate. Introduction and Business Understanding The ABC company wants to optimize the response (click...

(ARIMA models) Which model best fits in the “Air Travel.”

Introduction and Business Understanding We start by using the file “Sept11Travel”, which contains the data of three different monthly...

A cluster analysis on housing data from Baton Rouge, Louisiana, provided by Redfin.com

Introduction and Business Understanding The data that we will analyze is “Housing data from Louisiana.” In our analysis, we will be using...

Text Analysis of Causes of Accidents in Flight School

Introduction and Business Understanding The data that we will analyze is “Aircraft accident reports from NTSB of 1,906 aircraft...

Neural Network and Boosted, Neural Network model, predicts the driver's alcohol involvement (BAC>=0)

Introduction and Business Understanding This research aims to build a model and run a Neural Network and Boosted Neural Network models...

Prediction of alcohol involvement of the driver in the crash

Introduction and Business Understanding This research aims to build a logistic regression model to predict the alcohol involvement of the...

Decision Tree model, Bootstrap Forest, and Boosted Trees to predict alcohol involvement (BAC>=0.08)

Introduction and Business Understanding This research aims to build a model and run a decision tree model for each predictor to bin all...

Logistic Regression, Decision Tree, Bootstrap Forest, Boosted Tree, Neural Network, and K-nearest

Introduction and Business Understanding The research objective is to build the following models (Logistic Regression, Decision Tree,...

What variables must be considered to predict the price of a real estate property in Baton Rouge, US.

Introduction and Business Understanding The variables included in any statistical model will depend on its purpose, market segment...

ANALYSIS OF DRUGS / ALCOHOL INVOLVEMENT IN FATAL TRAFFIC CRASHES

Introduction Motor vehicles are very important small transportation in everyone’s life, which used for moving people and cargo from one...