Chart: Monthly cost vs. commute

The trade-off between the all-in monthly cost and the door-to-door commute.

Chart

Sources: Public listing pages

Full Screen Chart

One dot per unit with both a known monthly cost and a verified weekday-morning commute. The shaded corner is under budget and within the commute limit.

Chart Specs

Chart Name	Monthly cost vs. commute
Chart ID	cost_vs_commute
Tags
Data Series Start Date
Data Frequency
Observation Period
Lag in Data Release
Data Release Timing
Seasonal Adjustment
Units	USD per month; minutes
HTML Chart	HTML

Dataframe Manifest

Dataframe Name	Units
Dataframe ID	units
Sources	Public listing pages
Providers	Our own research
Provider Links	Gonzalorrd/nyc-apartment-hunter
Tags
Access Types	Public
How is data pulled?	share_pipeline.transform calls scoring.rank_unit for every published unit
Data available up to (min)
Data available up to (max)
Dataframe Path	/home/runner/work/nyc-apartment-hunter/nyc-apartment-hunter/share/_data/units.parquet

Linked Charts:

• gonzalorrd/nyc-apartment-search:cost_vs_commute

• gonzalorrd/nyc-apartment-search:cost_breakdown

Pipeline Manifest

Pipeline Name	NYC apartment search: share-site pipeline
Pipeline ID	gonzalorrd/nyc-apartment-search
Maintainer	Gonzalorrd
Contributors
Repository	Gonzalorrd/nyc-apartment-hunter
Pipeline Web Page	Pipeline Web Page
Date of Last Code Update	2026-10-21 01:22:04
OS Compatibility	Windows, Linux
Linked Dataframes	gonzalorrd/nyc-apartment-search:buildings gonzalorrd/nyc-apartment-search:units gonzalorrd/nyc-apartment-search:neighborhoods

Build Commands:

uv run doit

Chart: Monthly cost breakdown