DEV Community

Rajiv Sambasivan
Rajiv Sambasivan

Posted on

Explore Your Time Series Data

Do you have business data that you collect at an hourly or greater cadence - for example, site conversion rate per day, average service time for the 10 am - 11 am window etc.? Do you want to understand this data so that you can build better apps based on your understanding - for example, forecast the metric you are monitoring for the next business period, understand if a particular value is anomalous.
If this is of interest to you, check out tseda, a tool to explore and understand your time series data
https://github.com/rajivsam/tseda
There is a video (AI summary) here:
https://www.youtube.com/watch?v=baoJrIpSTE8
There is a user guide here:
https://github.com/rajivsam/tseda/blob/main/docs/user_guide.md
I am happy to answer questions and discuss how you can use this if you are collecting a metric at an hourly cadence or higher.
I am making a version of this high frequency sensor data.
The technical motivation is available here: https://rajivsam.github.io/r2ds-blog/posts/markov_analysis_coffee_prices/

Top comments (0)