DIMMiN Notes

My working notes related to the development of dimmin.com.

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2026-04-29-Wednesday

  • Extracted all numeric values from the competition pages, including price_per_unit, total_lot_value
  • Extracted total lot size (in lbs) using total_lot_value and price_per_unit
  • Completed update of 1_incorporate_competition_data.py

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2026-04-25-Saturday

  • Re-worked 1_incorporate_competition_data.py to extract relevant data row-by-row for each table instead of trying to designate a price or auction table. This resulted in much higher fidelity data, however there are still edge cases resulting in about ~10% of the data not including a field for the price_per_unit feature.
  • Began converting competition columns to numeric features (prices, sizes in kg, etc.)
  • Visualized the distribution of the target variable (price_per_unit), looks like it follows an almost perfect Log Normal Distribution

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2026-04-24-Friday

  • Began updating the second script in the pipeline, 1_incorporate_competition_data.py by switching away from a pandas processing job to using raw Python Dictionarys

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2026-04-23-Thursday

  • Started building out a validator using Python pytest to validate each of the steps involved in processing the cup of excellence data
  • Caught a bug where some files were incorrectly named, re-collected these files and fixed them
  • Explicitly handled cases where competition pages did not have links to individual lots

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2026-04-12-Sunday

  • Built and deployed an interactive A/B testing demo here to help secure a potential client contract.

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2026-04-11-Saturday

  • Resolved issue 4 and fixed the error page on the website, allowing errors to surface without giving an ugly raw html response
  • Added a basic maintenance page I can use while developing / updating parts of the DIMMiN App

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2026-04-10-Friday

  • Created a dimmin-public bucket for public assets that don't need to be pre-signed
  • Created a new IAM User account for the django app specifically to help scope its permissions
  • Solved optimization issues for loading js libraries and loading image assets

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2026-02-05-Thursday

  • Finished up cleaning and delivering final subathon results to catalixia
  • Disabled the write to GSheets API

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2026-01-28-Wednesday

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2026-01-25-Sunday

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