Tom Thankachan Portfolio

Websrcaping using Python BeautifulSoup

In this scraped i have used BeautifulSoup4(BS4)whcih is a framework that is built into Python. BS4 is great frame that allows user to grab content from the web and store that content. For the base of this project used BS4 for grab text based content from the engineeringnz.org and cleaned and stored the content into rows and coloumns in a table format the use of Python's Pandas. This project was conduct with a group of 4 people and i was in charge of scraping the content.

Dr.-Semmelweis-and-the-Discovery-of-Handwashing

The DataCamp project "Discovery of Handwashing" recounts Dr. Ignaz Semmelweis's pivotal discovery regarding the importance of handwashing in preventing disease spread. Through data analysis and narrative, it explores how Semmelweis connected hand hygiene to reduced hospital mortality rates. The project highlights the historical context, Semmelweis's methods, and the enduring impact of his findings on modern medicine. It emphasizes the significance of data-driven insights in healthcare and underscores the profound implications of simple hygiene practices.

Database Exploration with SQL Server

This project consits of exploring the Covid-19 dataset. The link for the dataset can be found on a ourworldindata organisation page and nagivating to covid-deaths you will findthe dataset there. clicking the link will take you the pages also.

Data Professional Breakdown with Power BI

This data is a breakdown of a survey that was conducted by Alex The Analyst, the data is stored in a excel spreadsheet. The spreadsheet contains information which are answers to a unique set of questions. For example "What is your most current title","What is your current salary", "What industry do you work in" and "What is your favourite Programming Language". These are just a few example of the questions in the spreadsheet.

Data Exploration / Regression Analysis

For the purpose of the Data Exploration and Regression Analysis, I have chosen to work with Air Quality in Italy Dataset the UCI Machine Learning Repository have provided the dataset. The quality of the air is assessed by using five different type of metal oxide chemical embedded in an Air Quality Chemical Multisensory Device. These devices have placed in areas where there is significant amount of pollution throughout the cites of Italy. The data that is stored in the spreadsheet has been collected from March 2004 to February 2005.

Investment Analysis

I had to write a report in which you analyse a company listed on the NZ stock exchange (NZX). Write as if you are an investment analyst offering a recommendation to an interested person. I was allocated to analyse the Steel and Tube Holding (STU) company which was listed on the New Zealand Stock. In order to complete the Investment Analysis I had calculate the marketing values such as the Return of Equity (ROE), Market to Book ratio (M2B), Earning Per Shares(EPS) and the Price-to-Earning-Ratio (P/E ratio). Which was all calculated using Microsoft Excel and the values provided by the NZX stock exchange.