LibGuides: TIM-8535 V2: Lesson 4 Resources

Lesson 4 Resources

Hands-On Exploratory Data Analysis With Python
Mukhiya, S. K., & Ahmed, U. (2020, March). Hands-on exploratory data analysis with python. Packt Publishing.
Read Chapter 8 – Time Series Analysis
This chapter provides a detailed view of time series analysis (TSA) performed in Python.

Baltimore Crime Data

Sample Scripts and Data Files

Comic Book Sales Time Series (Linear Regression with Lag)

How to Transform Time-Related Data

Lesson4FeatureEngineering.ipynb
Please be sure to unzip file before using.

Time Series Analysis of the COVID-19 Datasets
Maurya, S., & Singh, S. (2020). Time series analysis of the Covid-19 Datasets. 2020 IEEE International Conference for Innovation in Technology (INOCON), Innovation in Technology (INOCON), 2020 IEEE International Conference For, 1–6. https://doi.org/10.1109/INOCON50539.2020.9298390
This research is focused on the data analytics for the available data for COVID-19 pandemic disease. In this research work, Python and its libraries are applied for the exploratory data analysis of this secondary dataset. The authors analyze the data with the time series analysis to forecast the future effect of Coronavirus globally or individually.