Githugutech / Time-Series

Time-Series-Analysis-with-Python

I used the following data sets for the project

Google Stocks Data

Humidity in different world cities from the Historical Hourly Weather Data 2012-2017 Dataset

Microsoft Stocks Data

Pressure in different world cities from the Historical Hourly Weather Data 2012-2017 Dataset

The Scope of the Project

1 Introduction to date and time

2. Finance and Statistics

3. Time series decomposition and Random Walks

4. Modelling using statsmodels AR, MA, ARMA, ARIMA, VAR and Dynamic Factor Models