Data Portfolio

A repository of my data analysis / data science projects, alongside quantitative and qualitative research papers featuring statistical and open coding analysis. Datasets for the outputs are sourced from samples given in my university, personally surveyed information, and online data repositories such as Kaggle.

Table of Contents

Python Data Projects

Basic Data Exploration

• Fire Case Reports
• Grades Analysis

EDA with Machine Learning / Deep Learning

• Linear Regression
  1. College Student Lifestyle on Grade Performance
  2. House Prediction
• Deep Learning
  1. Basic Neural Network
  2. Binary Classification
     • Haberman's Survival Dataset
     • Tech Specifications for Office or Gaming Use
  3. Multi Classification CNN
     • Convolutional Neural Network to Alleviate Waste Management Concerns in Lipa City
• Computer Vision & CNN
  1. COVERT: A Private Facial Recognition and Gender Classification System

Spreadsheet Data Analysis Projects

• Analysis on Pre-COVID and Post-COVID Travel and Transportation Details of Batangas Province Respondents
• E-Commerce Book Store Profitability Analysis

Research Papers

• Documentation