Remote Property IoT Health Log

This dataset provides detailed logs of IoT device health and operational status across remote-managed real estate properties, including device metrics, error reporting, maintenance schedules, and property associations. Designed for property managers and remote teams, it enables proactive fault detection, efficient maintenance planning, and reliable smart infrastructure management for tenants.

  • last updated 2 Dec 2025
  • by GoMask
The brief that made it

Proactive detection and resolution of faulty IoT devices in managed properties

Sample rows

preview · 8 of 52 rows · all 24 columns
log_idstringstatusstringbattery_levelfloatmaintenance_requiredbooleanremote_team_idstringproperty_idstringproperty_namestringproperty_street_addressstringproperty_citystringproperty_statestringproperty_postal_codestringproperty_countrystringdevice_idstringdevice_typestringdevice_modelstringdevice_locationstringlast_checked_atdatetimesignal_strengthfloaterror_codestringerror_descriptionstringmaintenance_scheduled_datedatelast_maintenance_datedatetenant_idstringnotesstring
HLG-0001online87.6falseTEAM-01PROP-1001Maplewood Apartments123 Maple StDenverCO80203USADEV-1001thermostatNest T3007ESUnit 1012024-06-08T09:23:54-62.5blankblankblank2024-05-02TEN-00101Temperature readings stable.
HLG-0002online68.2falseTEAM-02PROP-1002Sunrise Villas456 Sunrise BlvdPhoenixAZ85016USADEV-1002cameraArlo Pro 3Main Entrance2024-06-08T09:15:32-70.3blankblankblank2024-05-10blankLive feed clear.
HLG-0003offline22.9trueTEAM-03PROP-1003Lakeview Condos789 Lakeview DrOrlandoFL32801USADEV-1003door_sensorRing Contact SensorUnit 12A2024-06-07T20:44:18-92.1blankblank2024-06-102024-04-25TEN-012ADevice not detected on network.
HLG-0004maintenance93.7trueTEAM-01PROP-1001Maplewood Apartments123 Maple StDenverCO80203USADEV-1004smoke_detectorKidde KN-COSM-IBABasement2024-06-08T07:01:10-58.8blankblank2024-06-092024-03-15blankAnnual sensor check due.
HLG-0005faulty14.3trueTEAM-04PROP-1004Hillside Lofts321 Hillside RdAustinTX78752USADEV-1005water_leak_sensorHoneywell LyricUnit 2102024-06-08T08:57:43-78.2WLK-ERR-02Sensor unable to detect moisture.2024-06-112024-05-01TEN-210Urgent repair needed.
HLG-0006online81.5falseTEAM-05PROP-1005Oceanview Towers555 Ocean AveSan DiegoCA92101USADEV-1006thermostatEcobee SmartThermostatLobby2024-06-08T10:11:05-51.6blankblankblank2024-04-30blankHVAC settings optimized.
HLG-0007unknownblankfalseTEAM-02PROP-1002Sunrise Villas456 Sunrise BlvdPhoenixAZ85016USADEV-1007cameraBlink XT2Parking Lot2024-06-08T08:31:22blankblankblankblank2024-05-05blankLoss of connectivity reported.
HLG-0008online92.1falseTEAM-06PROP-1006Pinecrest Estates222 Pinecrest LnSeattleWA98109USADEV-1008thermostatNest EUnit 3032024-06-08T09:47:39-55.4blankblankblank2024-05-15TEN-303Energy saving mode active.

What the 52 rows show

from the 52-row sample

Online status stands out: mean battery_level is 79.7, against 38.9 for the rest.

  • 44%maintenance_required = true
  • 71.0median battery_level
  • 2property countries
  • 6device types
  • -64.7median signal_strength
Mean battery_level by status48 rows
0408079.7online25 rows19.7offline7 rows20.1faulty8 rows74.6maintena…8 rows
battery_level48 rows, in bands of 10
05104343334789050100battery_level →

Median 71.0, from 0.0 to 99.2.

remote_team_id52 rows · top 10 of 24 values
  1. RMTEAM-024
  2. RMTEAM-033
  3. RMTEAM-013
  4. RMTEAM-043
  5. RMTEAM-103
  6. TEAM-012
  7. TEAM-022
  8. TEAM-032
  9. TEAM-042
  10. TEAM-062
24 columns by typefrom the column list below
  • string 18
  • float 2
  • date 2
  • datetime 1
  • boolean 1

Columns

24 columns in four groups
blueprint · 24 columns
columntypedescriptionexample
Text 18 columns
log_idstringUnique identifier for each IoT health log entryuniqueHLG-0001
property_idstringUnique identifier for the property where the IoT device is locatedPROP-1001
property_namestringName of the propertyoptionalMaplewood Apartments
property_street_addressstringStreet address of the propertyoptional123 Maple St
property_citystringCity where the property is locatedoptionalDenver
property_statestringState or region of the propertyoptionalCO
property_postal_codestringPostal code of the propertyoptional80203
property_countrystringCountry where the property is located2 countries · optionalUSA
device_idstringUnique identifier for the IoT deviceDEV-1001
device_typestringType or category of the IoT device (e.g., thermostat, sensor, camera)6 typesthermostat
device_modelstringModel name or number of the IoT deviceoptionalNest T3007ES
device_locationstringSpecific location within the property where the device is installed (e.g., lobby, unit 101, basement)optionalUnit 101
statusstringOperational status of the deviceonline · offline · faulty · maintenance · unknownonline
error_codestringError code reported by the device, if anyoptionalWLK-ERR-02
error_descriptionstringDetailed description of the error or fault, if anyoptionalWiFi module failure.
tenant_idstringUnique identifier for the tenant associated with the device, if applicableoptionalTEN-00101
remote_team_idstringUnique identifier for the remote management team responsible for the deviceoptionalTEAM-01
notesstringAdditional notes or comments related to the device or log entryoptionalLive feed clear.
Numbers 2 columns
battery_levelfloatCurrent battery level of the device (percentage, 0-100)0 to 100 · optional87.6
signal_strengthfloatCurrent signal strength of the device (e.g., RSSI in dBm)optional-62.5
Dates and times 3 columns
last_checked_atdatetimeTimestamp when the device status was last checked2024-06-08T09:23:54
maintenance_scheduled_datedateDate when maintenance is scheduled for the device, if applicableoptional2024-06-10
last_maintenance_datedateDate when the device was last maintainedoptional2024-05-02
True or false 1 column
maintenance_requiredbooleanIndicates if the device requires maintenancefalse

Use it for

  • maintenance re…44%23 of 52 rowsmean battery level by…79.7onli…19.7offl…20.1faul…74.6main…

    A real estate dashboard

    The maintenance_required rate, battery_level by status and a breakdown of remote_team_id. Excel, Power BI or Tableau.

  • Why do the 25 online rows have a mean battery_level of 79.7?

    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 property_id, property_name and property_street_address to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 24 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset52 rows24 columns
Yours1,000 rows24 columnsproperty_street_address: UK only

blueprint · remote-property-iot-health-log

Behind this dataset

Same schema. As many rows as you need.

These 52 rows came out of a blueprint — 24 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 row represents one property IoT device status check.
  • Device health status must be either 'Operational', 'Degraded', or 'Offline'.
  • Include device location (floor/room), last maintenance date, and assigned technician.
  • Trigger alert flag if device status is 'Offline' for more than 24 hours.
  • Log sensor type (e.g., HVAC, security, lighting) for every device.
Rows
Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
remote-property-iot-health-log

More in Real Estate

Browse all
Also in Real EstateReal Estate IoT Sensors Efficiency LogsHybrid Workspace Utilization AnalyticsOpen House Visitor Feedback DatasetAll 1,967 datasets

What should your data show?

Preview 20 rows free
No signup. No card.