Placecast™ by Date, Publication Date 2023.06.17

On June 17, 2023, Motionworks published an update to its Placecast™ product, adding an incremental week through 2023-06-11.

Currently, there are the following known issues to be aware of:

  • Airport published dates missing after 2023-04-01
  • Regional Places (Census Areas and Neighborhoods) published dates missing after 2023-05-01

Changes by Place Type

With each new release of Placecast by Date, Motionworks reviews changes at each place type and reports whether the place had a material change in an hourly visit estimate. These changes are reported in the table below and visualized in this PDF.

Place TypeTotal PlacesImmaterial ChangeRemoved for AuditingLess Than 5%Less Than 10%Less Than 50%Less Than 100%Greater Than 100%
Airport Concourse255255000000
Airport Terminal145145000000
Amusement Park1212000000
Auto Dealership729729000000
Bank729729000000
Bar16,09916,098100000
Bus Garage Routes243243000000
Business1,4511,451000000
Car Wash Facility4444000000
Casino6666000000
Coffee Shop2121000000
Commercial Airport291291000000
Community Center2626000000
Convenience Store18,36018,356400000
Convention Center7171000000
Country Club5151000000
Drugstore10,18010,180000000
Event Facility6060000000
Ferry55000000
Fire Department2323000000
Food Court1010000000
Fraternal Organization1,3841,384000000
Gas Station1,2271,227000000
General Aviation Airport5555000000
Grocery Store13,45713,455200000
Gym2,6112,611000000
Hospital401395600000
Hotel1,1381,138000000
Indoor Rec33000000
Laundromat6767000000
Lifestyle Center8383000000
Liquor Store1,2141,213100000
Medical Office2,3092,2535600000
Medical Office - Cardiology5154882700000
Medical Office - Dentist Office322322000000
Medical Office - Dermatology4914751600000
Medical Office - Gastroenterology189186300000
Medical Office - Neurology106106000000
Medical Office - Oncology378374400000
Medical Office - Physical Therapy5151000000
Medical Office - Primary Care5,4415,19324800000
Medical Office - Rheumatology8279300000
Medical Office - Women's Health5074971100000
Office Building289289000000
Outdoor Rec121121000000
Outlet Mall8888000000
Park2525000000
Parking Structure283283000000
Pedestrian Plaza44000000
Quick Serve Restaurant983983000000
Residential Facility370370000000
Rest Stop6767000000
Retail13,43313,426700000
Shopping Center340340000000
Shopping Mall450450000000
Sitdown Restaurant5,8655,864100000
Spiritual Center1515000000
Stadium163163000000
Theater614614000000
Tourist Attraction4646000000
Transit Hub2525000000
Transit Station2,7242,724000000
University Dining44000000
Warehouse299299000000

*Immaterial changes are differences of less than ten visits per hour or if a place was new or modified.

Cleared Places by Place Type

Place TypePlacesNewly Added Cleared Places in Vintage 2023.06.17Newly Removed Cleared Places in Vintage 2023.06.17Previously Cleared
Airport Concourse25500255
Airport Terminal14500145
Amusement Park120012
Auto Dealership72900729
Bank72900729
Bar16,0983116,096
Bus Garage Routes24300243
Business1,451001,451
Car Wash Facility440044
Casino660066
Coffee Shop210021
Commercial Airport29100291
Community Center260026
Convenience Store18,3560418,360
Convention Center710071
Country Club510051
Drugstore10,1802010,178
Event Facility600060
Ferry5005
Fire Department230023
Food Court100010
Fraternal Organization1,384001,384
Gas Station1,227001,227
General Aviation Airport550055
Grocery Store13,45553213,404
Gym2,611002,611
Hospital395206381
Hotel1,138001,138
Indoor Rec3300
Laundromat670067
Lifestyle Center830083
Liquor Store1,213011,214
Medical Office2,2537562,302
Medical Office - Cardiology488627509
Medical Office - Dentist Office32200322
Medical Office - Dermatology4751616475
Medical Office - Gastroenterology18633186
Medical Office - Neurology10600106
Medical Office - Oncology37424376
Medical Office - Physical Therapy510051
Medical Office - Primary Care5,1931292485,312
Medical Office - Rheumatology792380
Medical Office - Women's Health4961511492
Office Building28900289
Outdoor Rec12100121
Outlet Mall880088
Park250025
Parking Structure28300283
Pedestrian Plaza4004
Quick Serve Restaurant98310982
Residential Facility37000370
Rest Stop670067
Retail13,4260713,433
Shopping Center34000340
Shopping Mall45000450
Sitdown Restaurant5,8641215,853
Spiritual Center150015
Stadium16300163
Theater61410613
Tourist Attraction460046
Transit Hub250025
Transit Station2,724002,724
University Dining4004
Warehouse29900299

Future Roadmap

As Motionworks continues to expand its data sources, visits and occupancy at stations in transit systems listed in the table below will see changes in future releases of Placecast by Date.

Transit SystemReason for Change
BARTAdditional first-party data observations
City and County of San Francisco (Muni)Rescaling based on additional station places
City of Charlotte North Carolina (Lynx)Rescaling based on additional station places
County of Miami-DadeAdditional first-party data observations
Denton County Transportation AuthorityAdditional first-party data observations
King County (WA) Department of Metro TransitRescaling based on additional station places
Maryland Transit AdministrationAdditional first-party data observations
Northern Indiana Commuter Transportation DistrictAdditional first-party data observations
Portland TriMetAdditional first-party data observations
San Diego Metropolitan Transit SystemRescaling based on additional station places
Twin Cities (MN) Metro TransitRescaling based on additional station places

Quality Assurance Summary

The Quality Assurance table for Vintage 2023.06.17 represents the first time reporting only places on the cleared list (see Cleared Places by Place Type). The Vintage 2023.06.17 includes 106,720 cleared places.

Check TypeVintage 2023.06.17Vintage 2023.06.12
error_arrivals_age_impossible0 (0%)0 (0%)
error_arrivals_age_nonsensical0 (0%)0 (0%)
error_arrivals_negative0 (0%)0 (0%)
error_arrivals_summation0 (0%)0 (0%)
error_duplicate0 (0%)0 (0%)
error_dwell_arrival0 (0%)0 (0%)
error_dwell_departure0 (0%)0 (0%)
error_dwell_min_null0 (0%)0 (0%)
error_dwell_negative0 (0%)0 (0%)
error_dwell_resident0 (0%)0 (0%)
error_dwell_transfer0 (0%)0 (0%)
error_dwell_visitor0 (0%)0 (0%)
error_dwell_worker0 (0%)0 (0%)
error_missing0 (0%)0 (0%)
error_occupancy_age_impossible0 (0%)0 (0%)
error_occupancy_age_nonsensical0 (0%)0 (0%)
error_occupancy_negative0 (0%)0 (0%)
error_occupancy_summation0 (0%)0 (0%)
error_processes0 (0%)0 (0%)
error_zero_total_arrivals0 (0%)0 (0%)
error_zero_total_occupancy0 (0%)0 (0%)

Check Type Definitions

Check TypeDefinition
error_arrivals_age_impossibleChild visits are greater than total visits
error_arrivals_age_nonsensicalVisits where children travel alone.
error_arrivals_negativeAny visits value less than zero.
error_arrivals_summationSegmented visits summation does not sum to the total visits
error_duplicateDuplicate records
error_dwell_arrivalArriving passenger visits with no arrival dwell
error_dwell_departureDeparting passenger visits with no departure dwell
error_dwell_min_nullRecord missing dwell threshold
error_dwell_negativeDwell time is less than zero
error_dwell_residentResident visits with no resident dwell
error_dwell_transferTransferring passenger visits with no transfer dwell
error_dwell_visitorGuest visits with no guest dwell
error_dwell_workerWorker visits with no worker dwell
error_missingThe place is missing entirely from reporting
error_occupancy_age_impossibleChild occupancy is greater than total occupancy
error_occupancy_age_nonsensicalOccupancy where children are left alone
error_occupancy_negativeAny occupancy is less than zero
error_occupancy_summationSegmented occupancy summation does not sum to total occupancy
error_processesTwo or more place processes for the same place
error_zero_total_arrivalsSegmented visits are greater than zero, but total visits are zero
error_zero_total_occupancySegmented occupancy is greater than zero, but total occupancy is zero

Release: 20230617_063453