What is time series data?

Data recorded over a period of time is time series data

What are some examples of time series data? Stock price over a period of time. Weather over a period of time. CPU usage over a period of time.

How does time series data look like? For CPU usage over a period of time, an example might look like this: 75% at 10am 74% at 10:10am 73% at 10:20am

Based on the example, seems like time series data is recorded over a constant interval of time. Is that true? Not sure.

Goal: Teach Timescale DB to a newbie audience

About the audience: The audience have heard the term database, that's all. They don't know databases, database internals or time series database or Timescale DB

Questions that might come up from the audience:

• Why learn any of these things? Timescale DB, time series data etc?
• What is Timescale DB?
• What is time series data?
• Where is time series data used? What are it's applications?
• Where is Timescale used? What are it's applications? What are it's features?
• Which companies use Timescale DB?
• Why do companies use Timescale DB?
• Why use Timescale DB?
• What other time series databases are out there?
• Which companies use other time series databases instead of Timescale DB? Why do they use other time series databases?
• What are the differences between Timescale DB and other time series database? Is it just yet another time series database? Simply created to be flashy and valuable to sell?
• How does one build a time series database on their own? Why would anyone use Timescale DB instead of building their own time series database?
• How to install Timescale DB in a system? Does it work on Linux? Mac? Windows? Does it work on all OS platforms and architectures?
• What is PostgreSQL DB? Can we use PostgreSQL DB and not use Timescale DB and still have time series data stored in the DB and write SQL queries on top of PostgreSQL? What's the difference between vanilla PostgreSQL DB containing time series data vs Timescale DB containing time series data?
• How does one go about choosing which database to use for their application and use case? Especially for time series data but in general too (based on data model? stats on CRUD operations? what are the things to consider?)
• How does Timescale do compression of timeseries data? What's the algorithm?
• What is Promscale? https://github.com/timescale/promscale , https://github.com/timescale/promscale_extension
• What is Timescale Toolkit? https://github.com/timescale/timescaledb-toolkit

Content formats for explanations

• Visual
  • Diagrams, with and without animations
• Writing
  • Blog posts, Articles
  • Slides, Presentations