Converts the Baby+ app's (https://philips-digital.com/baby-new/; v2.9.3) data export (babyplus_data_export.json
) using Python Pandas
into a multi-sheet Excel file with various pivot tables, visualizations, etc.
- cluster feedings that occur close to each other, by summing the quantity, and dropping the (possibly different) bottles
- map Ontology and the tag parser to Kõnele rewrite rules
- integrate reference charts (growth, Beba Pre food intake, etc.)
- color table cells based on Ontology
- make a plot for every (year, month), to demonstrate how eating has become less and less uniformly distributed
- DONE: group time into 24 buckets
- DONE: dont plot "All" on the same figure as individual samples
- daily food intake
- duration between shits
- event stream of cumulative food intake, that is zerod by the eventual shit (color-coded by the color of shit)
- weekly summary: growth values, amount of milk, number of shits, vaccines and milestones
- average quantity per meal