Archive for March 24th, 2016

Data Download: Metrorail Ridership by Station by Month, 2010-2015

March 24th, 2016 10 comments

Data_clipSee how seasons, land use, and service drive trends in rail ridership at the station level, in this new data download.

This latest data download shows Metrorail ridership by station, by month, for the last five years or so. It hints at the complex factors driving rail ridership – from short-term effects like weather or service changes, to long-term trends like real estate development and office relocations.

We see a few tidbits in this data:

  • Seasonal trends: rail ridership follows a predictable pattern each year – peaking in the summer and around Cherry Blossoms, and reaching lows around the holidays.  Compare the high seasonality of Arlington Cemetery to a more commuter-oriented station, for example.  Ridership in the summer at that station can quintuple over its winter base.
  • Weather impacts: see how the blizzard this past January lowered the average for the month as service was shut down.
  • Service changes: See how the opening of the Silver Line shifted riders from Orange to Silver in July-August 2014.
  • Land Use is key! Look at the recent growth rates at stations like Navy Yard and NoMa (formerly New York Ave.), reflecting the new jobs and residences near those stations.

Metrorail Ridership, by Station by Month, 2010-2015, Average Weekday (.xlsx, 120kb)

Metrorail Ridership, by Station by Month by Period, 2010-2015, Average Weekday (.xlsx, 630kb) (Added 3/30/2016)

Notes: these numbers are raw entries for an average weekday in the month, including snow days, excluding holidays when we did not run a weekday schedule.  The numbers are for trend analysis and will differ slightly from those we report in financial statements, which undergo additional data scrubbing and normalization.

What do trends you see?