Telecom Site Renewable Energy Logs
This dataset provides detailed, site-level logs of renewable and non-renewable energy consumption for telecom tower operations, including granular breakdowns by energy source, uptime on renewables, and estimated carbon offsets. It enables sustainability analysts and operations managers to track progress toward green energy targets, quantify carbon reductions, and optimize energy sourcing strategies across distributed infrastructure.
Sample rows
preview · 8 of 64 rows · all 18 columns| log_idstring | data_sourcestring | nonrenewable_energy_consumed_kwhfloat | site_idstring | site_namestring | site_latitudefloat | site_longitudefloat | log_datedate | total_energy_consumed_kwhfloat | renewable_energy_consumed_kwhfloat | renewable_energy_breakdown_solar_kwhfloat | renewable_energy_breakdown_wind_kwhfloat | renewable_energy_breakdown_other_kwhfloat | renewable_uptime_percentagefloat | estimated_carbon_offset_kgfloat | carbon_emissions_kgfloat | operator_idstring | notesstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LOG20240601-001 | meter | 390.4 | SITE-1001 | North Ridge Tower | 40.7128 | -74.006 | 2024-06-01 | 1235.7 | 845.3 | 560.7 | 262.1 | 22.5 | 68.4 | 634 | 142.8 | OP-A1 | Stable solar generation. Minor downtime due to rain. |
| LOG20240601-002 | estimate | 649.7 | SITE-1002 | Lakeside Hub | 41.8781 | -87.6298 | 2024-06-01 | 970.2 | 320.5 | 310.2 | 8.4 | 1.9 | 31.2 | 240.4 | 235.8 | OP-B2 | Heavy reliance on grid. Solar in maintenance. |
| LOG20240601-003 | SCADA | 307.2 | SITE-1003 | Valley Gateway | 34.0522 | -118.2437 | 2024-06-01 | 1587.6 | 1280.4 | 900 | 330.4 | 50 | 81.9 | 961.9 | 109.5 | OP-A1 | Peak solar output. |
| LOG20240601-004 | meter | 549.7 | SITE-1004 | Westfield Point | 36.7783 | -119.4179 | 2024-06-01 | 760 | 210.3 | 90 | 120.3 | 0 | 27.6 | 157.7 | 199.2 | OP-C3 | blank |
| LOG20240601-005 | estimate | 653.4 | SITE-1005 | Eastside Relay | 39.9526 | -75.1652 | 2024-06-01 | 1103.4 | 450 | 320 | 110 | 20 | 40.8 | 338 | 250.2 | OP-B2 | Wind turbine maintenance scheduled next week. |
| LOG20240601-006 | SCADA | 310.3 | SITE-1006 | Summit Link | 29.7604 | -95.3698 | 2024-06-01 | 880.5 | 570.2 | 400 | 160.2 | 10 | 65.7 | 428.4 | 103.7 | OP-D4 | SCADA data confirmed. |
| LOG20240601-007 | meter | 220.9 | SITE-1007 | Pinecrest Node | 32.7767 | -96.797 | 2024-06-01 | 1110.9 | 890 | 700 | 180 | 10 | 80.2 | 668 | 84.9 | OP-A1 | blank |
| LOG20240601-008 | estimate | 840 | SITE-1008 | Greenfield Station | 47.6062 | -122.3321 | 2024-06-01 | 1240 | 400 | 200 | 190 | 10 | 33.7 | 304 | 278.5 | OP-E5 | Wind output increased due to storm. |
| LOG20240601-009 | SCADA | 330.2 | SITE-1009 | Cedar Valley | 45.5152 | -122.6784 | 2024-06-01 | 1580.2 | 1250 | 900 | 330 | 20 | 79.2 | 941.7 | 108.2 | OP-C3 | No downtime reported. |
| LOG20240601-010 | meter | 330.3 | SITE-1010 | Riverbend Tower | 25.7617 | -80.1918 | 2024-06-01 | 910.3 | 580 | 510 | 60 | 10 | 64.5 | 435 | 104.7 | OP-D4 | blank |
| LOG20240601-011 | meter | 283.2 | SITE-1001 | North Ridge Tower | 40.7128 | -74.006 | 2024-06-02 | 1183.2 | 900 | 670 | 210 | 20 | 76.1 | 675 | 97.1 | OP-A1 | blank |
| LOG20240601-012 | estimate | 630 | SITE-1002 | Lakeside Hub | 41.8781 | -87.6298 | 2024-06-02 | 980 | 350 | 335 | 12 | 3 | 35.7 | 262.5 | 216.3 | OP-B2 | blank |
| LOG20240601-013 | SCADA | 340 | SITE-1003 | Valley Gateway | 34.0522 | -118.2437 | 2024-06-02 | 1600 | 1260 | 910 | 320 | 30 | 78.8 | 946.1 | 118.2 | OP-A1 | Wind output decreased due to calm weather. |
| LOG20240601-014 | meter | 530 | SITE-1004 | Westfield Point | 36.7783 | -119.4179 | 2024-06-02 | 790 | 260 | 120 | 140 | 0 | 33 | 195 | 210.5 | OP-C3 | blank |
| LOG20240601-015 | estimate | 730 | SITE-1005 | Eastside Relay | 39.9526 | -75.1652 | 2024-06-02 | 1150 | 420 | 300 | 110 | 10 | 36.5 | 315 | 272 | OP-B2 | Increased grid consumption due to cloud cover. |
| LOG20240601-016 | SCADA | 300 | SITE-1006 | Summit Link | 29.7604 | -95.3698 | 2024-06-02 | 890 | 590 | 420 | 160 | 10 | 66.3 | 442.5 | 96 | OP-D4 | blank |
| LOG20240601-017 | meter | 250 | SITE-1007 | Pinecrest Node | 32.7767 | -96.797 | 2024-06-02 | 1200 | 950 | 730 | 210 | 10 | 83 | 713 | 92.5 | OP-A1 | blank |
| LOG20240601-018 | estimate | 840 | SITE-1008 | Greenfield Station | 47.6062 | -122.3321 | 2024-06-02 | 1250 | 410 | 210 | 190 | 10 | 34.4 | 311 | 282.7 | OP-E5 | Minor wind fluctuations observed. |
| LOG20240601-019 | SCADA | 380.3 | SITE-1009 | Cedar Valley | 45.5152 | -122.6784 | 2024-06-02 | 1600.3 | 1220 | 890 | 310 | 20 | 76.2 | 919 | 129.3 | OP-C3 | blank |
| LOG20240601-020 | meter | 320 | SITE-1010 | Riverbend Tower | 25.7617 | -80.1918 | 2024-06-02 | 920 | 600 | 520 | 70 | 10 | 66.7 | 450 | 101.1 | OP-D4 | blank |
What the 64 rows show
from the 64-row sampleEstimate (data source) stands out: mean nonrenewable_
- 354.2median nonrenewable_
energy_ consumed_ kwh - 14operators
- 1,238median total_
energy_ consumed_ kwh - 843.3median renewable_
energy_ consumed_ kwh - 601.7median renewable_
energy_ breakdown_ solar_ kwh - 190.0median renewable_
energy_ breakdown_ wind_ kwh
Median 354.2, from 16.6 to 1,191.
- string 6
- float 11
- date 1
Columns
18 columns in three groups| column | type | description | example |
|---|---|---|---|
| Text 6 columns | |||
log_id | string | Unique identifier for each energy log entryunique | LOG20240601-001 |
site_id | string | Unique identifier for the telecom tower site | SITE-1001 |
site_name | string | Name or label of the telecom tower siteoptional | North Ridge Tower |
data_source | string | Source of the energy consumption data (e.g., meter, estimate, SCADA)meter · estimate · SCADA · other · optional | meter |
operator_id | string | Identifier for the operator or company managing the siteoptional | OP-A1 |
notes | string | Additional notes or comments about the log entryoptional | Peak solar output. |
| Numbers 11 columns | |||
site_latitude | float | Latitude coordinate of the telecom site-90 to 90 · optional | 40.7128 |
site_longitude | float | Longitude coordinate of the telecom site-180 to 180 · optional | -74.006 |
total_energy_consumed_kwh | float | Total energy consumed at the site during the log period (in kWh)0 or more | 1235.7 |
renewable_energy_consumed_kwh | float | Amount of energy consumed from renewable sources (in kWh)0 or more | 845.3 |
nonrenewable_energy_consumed_kwh | float | Amount of energy consumed from non-renewable sources (in kWh)0 or more | 390.4 |
renewable_energy_breakdown_solar_kwh | float | Amount of renewable energy consumed from solar sources (in kWh)0 or more · optional | 560.7 |
renewable_energy_breakdown_wind_kwh | float | Amount of renewable energy consumed from wind sources (in kWh)0 or more · optional | 262.1 |
renewable_energy_breakdown_other_kwh | float | Amount of renewable energy consumed from other sources (in kWh)0 or more · optional | 22.5 |
renewable_uptime_percentage | float | Percentage of time the site operated on renewable energy during the log period (0-100)0 to 100 | 68.4 |
estimated_carbon_offset_kg | float | Estimated carbon offset achieved during the log period (in kilograms of CO2 equivalent)0 or more | 634 |
carbon_emissions_kg | float | Estimated carbon emissions produced during the log period (in kilograms of CO2 equivalent)0 or more · optional | 142.8 |
| Dates and times 1 column | |||
log_date | date | Date for which the energy consumption is logged | 2024-06-01 |
Use it for
A telecommunications dashboard
Nonrenewable_
energy_ consumed_ kwh by data_ source and a breakdown of site_ id. Excel, Power BI or Tableau. Why do the 13 estimate rows have a mean nonrenewable_
energy_ consumed_ kwh of 761.0? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Logs64LOG20240601-001390.4meterLOG20240601-002649.7estimateLOG20240601-003307.2SCADA
A software demo
Believable logs with site_
id, site_ name and site_ latitude to fill a screen in front of a buyer.
This dataset64 rows18 columns
Yours10,000 rows18 columnssite_id: UK only
blueprint · telecom-site-renewable-energy-logs
Behind this dataset
Same schema. As many rows as you need.
These 64 rows came out of a blueprint — 18 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 telecom site on a given date
- Log total energy use (kWh), renewable energy (kWh), and percent renewable
- Include primary renewable type (solar, wind, hybrid, other)
- Calculate estimated carbon offset based on regional grid factor
- Site status (active, maintenance, offline) required
Open the blueprint in Data Factory
1 credit per row. New accounts start with 25 free credits.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- telecom-site-renewable-energy-logs