CODEWITHSUNDEEP
pythontime-seriescaptiontimeserieschartfeature-descriptor
Alok
Alok

Reputation: 1

Generate captions for Time Series Data

I am trying to generate captions for time series data based on increasing/decreasing values.

I have a column with values which change gradually over time (time horizon is irrelevant for now). When we visualize a graph, we make comments like increasing/decreasing, steep curve etc.

I am looking at what libraries are available for the same. Has any research been done in graph captioning/ ts captioning?

Currently juggling with pyts and exploring the quantization options by converting values to small clusters and analysing the so-created bag of words.

As of now, its simply looking at when a value changes direction from inc to dec, halt and generate "increasing" for previous segment and move on. This is an inefficient approach in terms of scaling.

Looking for guidance, suggestions, resources.

Upvotes: 0

Views: 213

Answers (0)

Related Questions