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Phase 6: Demographics Tab Notebooks (3 notebooks) #75

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opened 2026-01-17 16:55:41 +00:00 by lmiranda · 0 comments
lmiranda commented 2026-01-17 16:55:41 +00:00
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Overview

Create Jupyter notebooks documenting the Demographics tab visualizations.

Notebooks to Create

Notebook Visualization Figure Factory
notebooks/demographics/income_choropleth.ipynb Median income map choropleth.py
notebooks/demographics/age_pyramid.ipynb Age distribution pyramid New figure factory
notebooks/demographics/languages_bar.ipynb Top languages bar chart New or existing

Acceptance Criteria

  • Each notebook follows the standard template (Data Reference + Visualization)
  • SQL queries documented with sample output
  • Transformation steps explained
  • Figure factory imports work and render correctly
  • Notebooks execute without errors

Technical Notes

Demographics tab metrics from mart_neighbourhood_demographics:

  • Median household income
  • Age distribution
  • Language diversity
  • Population density

Labels: Type/Feature, Priority/Medium, Complexity/Medium, Efforts/S, Component/Docs, Tech/Python

## Overview Create Jupyter notebooks documenting the Demographics tab visualizations. ## Notebooks to Create | Notebook | Visualization | Figure Factory | |----------|---------------|----------------| | `notebooks/demographics/income_choropleth.ipynb` | Median income map | `choropleth.py` | | `notebooks/demographics/age_pyramid.ipynb` | Age distribution pyramid | New figure factory | | `notebooks/demographics/languages_bar.ipynb` | Top languages bar chart | New or existing | ## Acceptance Criteria - [ ] Each notebook follows the standard template (Data Reference + Visualization) - [ ] SQL queries documented with sample output - [ ] Transformation steps explained - [ ] Figure factory imports work and render correctly - [ ] Notebooks execute without errors ## Technical Notes Demographics tab metrics from `mart_neighbourhood_demographics`: - Median household income - Age distribution - Language diversity - Population density **Labels:** Type/Feature, Priority/Medium, Complexity/Medium, Efforts/S, Component/Docs, Tech/Python
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Reference: personal-projects/personal-portfolio#75
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