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Converts the Baby+ app's (https://philips-digital.com/baby-new/) data export (babyplus_data_export.json) using Python Pandas into a multi-sheet Excel file with various pivot tables, visualizations, etc.

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pybabyplus

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.

TODO

  • 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

Plots

  • 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

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Converts the Baby+ app's (https://philips-digital.com/baby-new/) data export (babyplus_data_export.json) using Python Pandas into a multi-sheet Excel file with various pivot tables, visualizations, etc.

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