~/talk

Python & Spreadsheets: 2017 Edition

Talkat DjangoCon US 2017 · 2017-08-13..08-18· [python, data-visualization]
slides:none on file

Shows concrete code using OpenPyXL and Jupyter Notebooks to read .xlsx, treat rows as a generator of cell objects, coerce dates to datetime, aggregate ~1,000-row timesheets (examples mention 10–20k), build an Aggregate Time worksheet, save an output .xlsx and emit JSON. Demonstrates set/list comprehensions for grouping, how hidden sheets and cell styles affect parsing, and where merged cells or macros create trouble. Good if wanting a working spreadsheet→spreadsheet and aggregate timesheet → JSON recipe.

AI-written summary · about

  1. 0:00Start
  2. 5:58Demo
  3. 7:13Simulated Timesheet Data
  4. 8:14Utilization
  5. 9:09Open Pi Excel
  6. 22:04Cell Attributes
  7. 23:58Aggregating Timesheet Info
  8. 26:40Python Indexes from Zero
  9. 30:55Output Data
  10. 35:53Pivot Tables
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