Plot

This file documents the data selection and preparation phase of the Master's dissertation. It begins by scraping a comprehensive list of stocks from the StockAnalysis website. After removing problematic entries, the initial dataset included 3,225 stocks, which was narrowed down to approximately 3,185. Applying a start date filter from the year 2000 further reduced the list to 967 stocks. From this refined pool, a final random selection of 69 companies was made for detailed analysis. Additionally, this file includes the Exploratory Data Analysis (EDA). The modeling and subsequent analysis are conducted separately in a Python script.

12.develop a script in R to create a violin plot displaying the distribution of a continuous variable,with a separate violins for each group using an inbuilt dataset

Develop an r function to draw a density curve representing the probablitlity density function of a continuous varaiable,with seperate curves for each group,using ggplot2.

This covers basic statistics, analysis and forecasting using the GARCH family, and survival modeling.