Time series

lastmod 2025-10-06created 2020-06-0910 edits

A time series is a sequence of data points arranged at regular time intervals. Time series analysis is the field that studies the various methods used to analyze and understand such time series. For example, its ultimate goal can be said to be understanding the fundamental question of what law generates a given time series. Time series prediction means looking at a given time series, building a mathematical model, and predicting what will happen in the future. These methods are commonly used in engineering, scientific computing, and stock price prediction in financial markets.

Data visualization

• Perspective

Time series database

See the corresponding page.

• InfluxDB
• Kdb+
• Prometheus
• Graphite
• RRDtool
• Druid
• OpenTSDB
• TimescaleDB
• FaunaDB
• KairosDB

Deep learning

• TadGAN

See also

• Monitoring
• Data visualization
• OpenTSLM - A language model that understands time series data

Favorite site

• Wikipedia (en) Time series
• Data hub enhancement – 1 – Korea University Digital Information Office