The folder: Analysis-and-figures-for-paper is designed to reproduce the results from the paper "Non-standard power grid frequency statistics in Asia, Australia, and Europe".

The data folder contains the data we used in the code.ipynb

The code.ipynb provides the tools to analyze time-series datasets, extracting various dataset properties including frequency distribution, dip statistics, stationary tests, and linear correlation analysis.

Code Preview

Notebook Overview

This notebook provides analysis of a time-series dataset. It covers the following sections:

1. Load Libraries
2. Load Datasets
3. Time Series Plot of Original Data
4. Data Processing
   • Remove Gaps (Filter Data)
   • Time Series Plot of Filter Data
5. Stationary Test
6. Log Kernel Density Plot
7. Bimodality
8. Increment Frequency
9. Autocorrelation Plot
10. Linearity
11. Detrended Fluctuation Analysis
12. Chapman-Kolmogorov (CK) test
13. Rescaled Range Analysis (R/S)