Explore time series problem statements

[Shreyanand]

As a data scientist, I want to write a notebook that explores several time series problem statements in the context of operate first time series metrics. This pdf lists some questions and answers for a start
Some questions that could be relevant to operate first time series:

• Have we ever seen a pattern that looks just like this?
• Is there any pattern that is common to these two time series?
• How do I quickly search this long dataset for this pattern, if an approximate search is acceptable?
• If you had to summarize this long time series with just two shorter examples, what would they be?
• Are there any evolving patterns in this dataset (time series chains)?

Acceptance

• A notebook with time series questions and answers for an operate first cluster metric.

[Shreyanand]

Library to use: Stumpy