Telecom Tower Environmental Metrics
This dataset provides granular, time-stamped environmental metrics from telecom tower sites, including sensor readings, maintenance indicators, and ESG compliance status. Designed for sustainability initiatives and operational reliability, it supports predictive maintenance, remote inspections, and regulatory reporting for telecom infrastructure.
Sample rows
preview · 8 of 120 rows · all 19 columns| tower_idstring | esg_compliance_statusstring | battery_levelfloat | maintenance_requiredboolean | address_countrystring | site_namestring | address_streetstring | address_citystring | address_statestring | address_postal_codestring | latitudefloat | longitudefloat | sensor_idstring | sensor_typestring | measurement_valuefloat | measurement_unitstring | measurement_timestampdatetime | last_inspection_datedate | notesstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TWR001 | compliant | 95.5 | false | USA | Urban Alpha | 123 Main St | New York | NY | 10001 | 40.7128 | -74.006 | SEN10001 | temperature | 22.5 | °C | 2024-06-04T10:24:00 | 2024-05-30 | blank |
| TWR002 | compliant | 82.3 | false | USA | Suburban Beta | 456 Oak Drive | Chicago | IL | 60616 | 41.8781 | -87.6298 | SEN10002 | humidity | 55.2 | % | 2024-06-02T15:20:00 | 2024-05-31 | blank |
| TWR003 | compliant | 76 | false | USA | Mountain Gamma | 789 Ridge Rd | Denver | CO | 80202 | 39.7392 | -104.9903 | SEN10003 | air_quality | 38 | ppm | 2024-06-03T09:35:00 | 2024-05-28 | blank |
| TWR004 | compliant | 67.4 | false | USA | Coastal Delta | 321 Ocean Ave | San Francisco | CA | 94107 | 37.7749 | -122.4194 | SEN10004 | noise | 62.8 | dB | 2024-06-01T13:10:00 | 2024-05-25 | blank |
| TWR005 | pending | 18.2 | true | USA | Desert Epsilon | 210 Sand Lane | Phoenix | AZ | 85001 | 33.4484 | -112.074 | SEN10005 | temperature | 41.3 | °C | 2024-06-03T16:42:00 | 2024-05-30 | High temperature, battery low. Maintenance triggered. |
| TWR006 | compliant | 47 | false | USA | Industrial Zeta | 34 Factory Blvd | Houston | TX | 77002 | 29.7604 | -95.3698 | SEN10006 | vibration | 0.22 | g | 2024-06-02T08:47:00 | 2024-05-30 | Routine vibration measurement. |
| TWR007 | pending | 13.1 | true | USA | Urban Eta | 15 6th Ave | Los Angeles | CA | 90001 | 34.0522 | -118.2437 | SEN10007 | humidity | 92.9 | % | 2024-06-04T07:28:00 | 2024-05-31 | Humidity sensor reading high, battery low. |
| TWR008 | compliant | 70.1 | false | USA | Rural Theta | 77 County Rd | Springfield | MO | 65807 | 37.2089 | -93.2923 | SEN10008 | air_quality | 8 | ppm | 2024-06-02T12:36:00 | 2024-05-29 | blank |
| TWR009 | compliant | 89 | false | USA | Suburban Iota | 12 Elm St | Anchorage | AK | 99501 | 61.2181 | -149.9003 | SEN10009 | temperature | -3.9 | °C | 2024-06-01T14:23:00 | 2024-05-27 | Normal winter temperature. |
| TWR010 | compliant | 53 | false | USA | Urban Kappa | 201 Broadway | Dallas | TX | 75201 | 32.7767 | -96.797 | SEN10010 | noise | 70.8 | dB | 2024-06-04T11:45:00 | 2024-05-31 | Construction nearby, elevated noise. |
| TWR011 | pending | 15 | true | USA | Remote Lambda | 99 Arctic Way | Barrow | AK | 99723 | 71.2906 | -156.7886 | SEN10011 | temperature | -38.5 | °C | 2024-06-01T08:30:00 | 2024-05-30 | Extreme cold, maintenance scheduled. |
| TWR012 | compliant | 62.8 | false | USA | Urban Mu | 18 2nd St | Miami | FL | 33101 | 25.7617 | -80.1918 | SEN10012 | humidity | 87 | % | 2024-06-03T19:15:00 | 2024-05-29 | blank |
| TWR013 | non-compliant | 16.2 | true | USA | Suburban Nu | 44 River St | Albany | NY | 12207 | 42.6526 | -73.7562 | SEN10013 | air_quality | 9999 | ppm | 2024-06-02T17:22:00 | 2024-05-31 | Sensor malfunction, extreme air quality reading. |
| TWR014 | pending | 41.8 | false | USA | Urban Xi | 82 3rd Ave | San Jose | CA | 95112 | 37.3382 | -121.8863 | SEN10014 | noise | 102.5 | dB | 2024-06-04T15:10:00 | 2024-05-27 | Short-term event: festival nearby. |
| TWR015 | compliant | 28.1 | false | USA | Industrial Omicron | 69 Steel St | St. Louis | MO | 63101 | 38.627 | -90.1994 | SEN10015 | vibration | 0.56 | g | 2024-06-03T08:12:00 | 2024-05-28 | blank |
| TWR016 | compliant | 59.2 | false | USA | Urban Pi | 22 Maple Ave | Seattle | WA | 98101 | 47.6062 | -122.3321 | SEN10016 | air_quality | 45 | ppm | 2024-06-01T10:25:00 | 2024-05-29 | blank |
| TWR017 | pending | 9 | true | USA | Remote Rho | 10 Tundra Rd | Fairbanks | AK | 99701 | 64.8378 | -147.7164 | SEN10017 | temperature | 0 | °C | 2024-06-02T05:10:00 | 2024-05-31 | Zero reading, sensor reset required. |
| TWR018 | compliant | 50.5 | false | USA | Coastal Sigma | 14 Seaview Dr | San Diego | CA | 92101 | 32.7157 | -117.1611 | SEN10018 | humidity | 38.1 | % | 2024-06-03T13:30:00 | 2024-05-28 | blank |
| TWR019 | pending | 39 | false | USA | Urban Tau | 67 7th Ave | Dallas | TX | 75202 | 32.7791 | -96.8003 | SEN10019 | noise | 88.7 | dB | 2024-06-04T16:50:00 | 2024-05-30 | Rush hour traffic noise spike. |
| TWR020 | compliant | 80.4 | false | USA | Urban Upsilon | 59 4th St | Austin | TX | 78701 | 30.2672 | -97.7431 | SEN10020 | temperature | 29.7 | °C | 2024-06-03T20:01:00 | 2024-05-29 | blank |
What the 120 rows show
from the 120-row sampleCompliant (esg compliance status) stands out: mean battery_
- 29%maintenance_
required = true - 54.8median battery_
level - 6sensor types
- 7measurement units
- 34.9median measurement_
value
Median 54.8, from 0.0 to 99.1.
- string 12
- float 4
- date 1
- datetime 1
- boolean 1
Columns
19 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 12 columns | |||
tower_id | string | Unique identifier for the telecom tower siteunique | TWR001 |
site_name | string | Name or label of the tower site | Urban Alpha |
address_street | string | Street address of the tower site | 123 Main St |
address_city | string | City where the tower site is located | New York |
address_state | string | State or province of the tower site | NY |
address_postal_code | string | Postal or ZIP code of the tower site | 10001 |
address_country | string | Country where the tower site is located | USA |
sensor_id | string | Unique identifier for the environmental sensor | SEN10001 |
sensor_type | string | Type of sensor (e.g., temperature, humidity, air quality, vibration, noise)6 values | temperature |
measurement_unit | string | Unit of measurement (e.g., °C, %, ppm, dB)7 units | °C |
esg_compliance_status | string | Environmental, Social, and Governance compliance status (e.g., compliant, non-compliant, pending)compliant · non-compliant · pending · optional | compliant |
notes | string | Additional notes or comments regarding the tower site or sensor readingsoptional | Mild summer temperature. |
| Numbers 4 columns | |||
latitude | float | Latitude coordinate of the tower site-90 to 90 | 40.7128 |
longitude | float | Longitude coordinate of the tower site-180 to 180 | -74.006 |
measurement_value | float | Recorded value from the sensor | 22.5 |
battery_level | float | Current battery level of the sensor (percentage)0 to 100 · optional | 95.5 |
| Dates and times 2 columns | |||
measurement_timestamp | datetime | Date and time when the sensor measurement was recorded | 2024-06-04T10:24:00 |
last_inspection_date | date | Date of the last physical or remote inspection at the tower siteoptional | 2024-05-30 |
| True or false 1 column | |||
maintenance_required | boolean | Indicates if maintenance is required for the sensor or toweroptional | false |
Use it for
A telecommunications dashboard
The maintenance_
required rate, battery_ level by esg_ compliance_ status and a breakdown of address_ country. Excel, Power BI or Tableau. Why do the 80 compliant rows have a mean battery_
level of 66.5? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Towers120TWR00195.5compliantTWR00518.2pendingTWR00713.1pending
A software demo
Believable towers with site_
name, address_ street and address_ city to fill a screen in front of a buyer.
This dataset120 rows19 columns
Yours1,000 rows19 columnssite_name: UK only
blueprint · telecom-tower-environmental-metrics
Behind this dataset
Same schema. As many rows as you need.
These 120 rows came out of a blueprint — 19 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 a unique tower site and day.
- Environmental readings (temperature, humidity, air quality) must be within sensor operational ranges.
- Include energy consumption and backup power status for each site.
- Maintenance flags are set if readings exceed predefined thresholds.
- Site accessibility status is updated based on weather conditions.
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
- telecom-tower-environmental-metrics