Smart Parking IoT Sensor Status

This dataset offers granular, real-time logs from smart parking IoT sensors, detailing device health, fault diagnostics, operational uptime, and occupancy status. It empowers city planners and technology managers to optimize maintenance schedules, reduce parking downtime, and enhance urban mobility through actionable insights. The inclusion of location and firmware data supports advanced analytics for infrastructure planning and system reliability.

  • last updated 18 Dec 2025
  • by GoMask
The brief that made it

Predictive maintenance scheduling for smart parking infrastructure

Sample rows

preview · 8 of 128 rows · all 17 columns
log_idstringdevice_health_statusstringsignal_strength_dbmfloatis_occupiedbooleanzone_idstringsensor_idstringparking_spot_idstringlocation_latitudefloatlocation_longitudefloatstatus_timestampdatetimefault_typestringfault_codestringuptime_secondsintegerbattery_level_percentfloatlast_maintenance_datedatefirmware_versionstringnotesstring
A9f70Kjd-1OK-75.8trueLA-Downtown01SENS-1001PS-0100134.052239-118.2436822024-06-07T09:15:33Zblankblank23890085.22024-05-20v3.1.0Normal operation, no issues.
ZkR48efT-2OK-69.3falseLA-Downtown02SENS-1002PS-0100234.052246-118.2436882024-06-07T09:17:13Zblankblank34988893.72024-05-14v3.1.0Spot recently vacated.
W3cV7Bgt-3Warning-88.6trueLA-Downtown01SENS-1003PS-0100334.052255-118.2436952024-06-07T09:21:41Zblankblank15870041.32024-04-30v3.0.9Battery below 50%.
Pz6JrYhD-4Fault-120.9falseLA-Downtown03SENS-1004PS-0100434.052262-118.2437032024-06-07T10:02:12ZBattery lowF100242008.42024-05-10v3.0.8Low battery. Needs replacement.
Qx8HkWvL-5OK-82.5trueLA-Downtown03SENS-1005PS-0100534.05227-118.243712024-06-07T10:05:43Zblankblank9850072.52024-05-01v3.1.0Sensor cleaned during last maintenance.
M8tDkEwQ-6OfflineblankfalseLA-Downtown04SENS-1006PS-0100634.052277-118.2437172024-06-07T10:08:27Zblankblank0blank2024-05-29v3.1.0Sensor not responding since midnight.
N5mFvXjS-7OK-67.4falseLA-Downtown05SENS-1007PS-0100734.052285-118.2437252024-06-07T10:12:01Zblankblank25500096.82024-06-01v3.1.1Sensor firmware updated.
T2pGhKzM-8Warning-91.6trueLA-Downtown04SENS-1008PS-0100834.052292-118.2437322024-06-07T10:15:39Zblankblank48100332024-05-12v3.0.9Signal fluctuating, check antenna.

What the 128 rows show

from the 128-row sample

Fault (device health status) stands out: mean signal_strength_dbm is -118.5, against -78.8 for the rest.

  • 48%is_occupied = true
  • -79.3median signal_strength_dbm
  • 7fault types
  • 16firmware versions
  • 197,000median uptime_seconds
  • 62.9median battery_level_percent
signal_strength_dbm119 rows, in bands of 10
0204011106141735242-130-90-50signal_strength_dbm →

Median -79.3, from -128.0 to -51.4.

zone_id127 rows with a value · 1 left blank
  1. Riverfront42
  2. Zone-West6
  3. EastZone6
  4. NorthLot6
  5. Loop-East5
  6. SouthLot5
  7. CentralLot4
  8. Loop-North3
  9. LA-Downtown012
  10. LA-Downtown032
17 columns by typefrom the column list below
  • string 9
  • integer 1
  • float 4
  • date 1
  • datetime 1
  • boolean 1

Columns

17 columns in four groups
blueprint · 17 columns
columntypedescriptionexample
Text 9 columns
log_idstringUnique identifier for each sensor status log entryuniqueA9f70Kjd-1
sensor_idstringUnique identifier for the IoT parking sensor deviceSENS-1001
parking_spot_idstringUnique identifier for the associated parking spotPS-01001
zone_idstringIdentifier for the city zone, district, or lot where the sensor is locatedoptionalLA-Downtown01
device_health_statusstringCurrent health status of the sensor deviceOK · Warning · Fault · OfflineOK
fault_typestringType of fault detected, if any (e.g., battery low, communication error, sensor failure)7 types · optionalBattery low
fault_codestringStandardized code representing the fault type10 codes · optionalF1002
firmware_versionstringCurrent firmware version running on the sensoroptionalv3.1.0
notesstringAdditional notes or comments related to the sensor status or maintenanceoptionalSpot recently vacated.
Numbers 5 columns
location_latitudefloatLatitude coordinate of the sensor's physical location-90 to 9034.052239
location_longitudefloatLongitude coordinate of the sensor's physical location-180 to 180-118.243682
uptime_secondsintegerNumber of seconds the sensor has been continuously operational since the last reboot or failure0 or more238900
battery_level_percentfloatCurrent battery level of the sensor as a percentage (0-100)0 to 100 · optional85.2
signal_strength_dbmfloatCurrent wireless signal strength in dBmoptional-75.8
Dates and times 2 columns
status_timestampdatetimeTimestamp when the sensor status was recorded2024-06-07T09:15:33Z
last_maintenance_datedateDate of the last maintenance performed on the sensoroptional2024-05-20
True or false 1 column
is_occupiedbooleanIndicates whether the parking spot is currently occupied (true) or vacant (false)true

Use it for

  • is occupied48%59 of 123 rows

    A transportation dashboard

    The is_occupied rate, signal_strength_dbm by device_health_status and a breakdown of zone_id. Excel, Power BI or Tableau.

  • Why do the 21 Fault rows have a mean signal_strength_dbm of -118.5?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable logs with sensor_id, parking_spot_id and location_latitude to fill a screen in front of a buyer.

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This dataset128 rows17 columns
Yours1,000 rows17 columnslocation_latitude: UK only

blueprint · smart-parking-iot-sensor-status

Behind this dataset

Same schema. As many rows as you need.

These 128 rows came out of a blueprint — 17 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Each entry represents one sensor status update per hour.
  • Status values must include: online, offline, maintenance required, anomaly detected.
  • Fault events must include a timestamp, type, and severity level.
  • Parking spot occupancy must be included for each sensor ping.
  • Include a unique device ID and location zone per record.
Rows
Open the blueprint in Data Factory

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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
smart-parking-iot-sensor-status

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