Introduction

This report aims to analyze the time series forecasts and regression analysis of our company, Alphabet Inc and two market indices which are SPF500 & Dow Jones.

This data covers a 6-month span from 1^st August 2022 to 31^st January 2023, while also forecasting prices for the next 20 days which is 1^st February to 20^th February.

It aims to analyze the data collected in Phase II using time series linear regression forecast models to identify trends in the data and investigate the relationship between related variables. A comparison will also be made using another time series forecasting method to evaluate the reliability of the forecast or prediction. The project will provide insights into the potential uses of time series analysis for forecasting and identifying trends in data.

1. Time Series Forecast

Graph 1: Time series forecast of Alphabet Inc.