Here's the complete code with all the examples:

Converting Calendar Year to Water Year in Pandas: A Practical Guide

Creating Interactive Target Zones in Time Series Plots with ggplot and Plotly in R: A Step-by-Step Guide

Extracting Dates from Time Series and Converting it to Date in R: A Step-by-Step Guide

Counting Continuous NaN Values in Pandas Time Series Using Groupby and Agg Functions

Custom Time Series Resampling in Pandas for Specific Business Needs

Calculating the Modified Centered Median in Pandas: A Step-by-Step Guide

Decomposing Time Series Data in R using stats Package and data.table Alternative Methods

Merging Multiple Time Series with Time Series Depletion: A Comprehensive Guide to Handling Sampling Frequencies and Missing Values in Python.

Mastering Time Series Analysis with NumPy and Pandas: A Comprehensive Guide