Education
19 columns
55 rows
8 formats

Remote Learning Device Energy Report

This dataset provides detailed, device-level energy consumption reports for remote learning environments, including device specifications, usage metrics, estimated costs, and environmental impact. It enables edtech organizations to benchmark device performance, identify high-consumption patterns, and make data-driven decisions for sustainable hardware selection and operational optimization.

last updated 20 Dec 2025
by GoMask

The brief that made it

Benchmarking energy efficiency of devices used for remote learning

Sample rows

preview · 8 of 55 rows · all 19 columns

device_energy_report_idstring	device_typestring	co2_emissions_kgfloat	location_countrystring	device_idstring	device_modelstring	os_namestring	os_versionstring	user_typestring	location_citystring	report_datedate	usage_hoursfloat	energy_consumed_kwhfloat	average_power_wattsfloat	max_power_wattsfloat	energy_cost_usdfloat	network_typestring	platform_namestring	notesstring
ERPT-001	laptop	0.28	United States	DEV-101	Dell XPS 13 9310	Windows	10.0.19045	student	Boston	2024-05-01	6.2	0.45	72.5	120.3	0.11	WiFi	Zoom	Device used for online lectures
ERPT-002	tablet	0.1	United Kingdom	DEV-102	Apple iPad Air 2022	iOS	17.3.1	teacher	London	2024-05-02	4.3	0.19	43.2	61	0.07	WiFi	Google Classroom	Tablet used for interactive teaching
ERPT-003	desktop	0.78	Germany	DEV-103	HP EliteDesk 800 G6	Windows	11.0.22621	admin	Berlin	2024-05-02	8.5	1.32	155.5	201.2	0.38	Ethernet	Teams	High-usage day for admin work
ERPT-004	smartphone	0.06	India	DEV-104	Samsung Galaxy S23	Android	14.0	student	Mumbai	2024-05-03	5	0.11	23.3	38.9	0.04	Cellular	Zoom	Mobile device used for remote classes
ERPT-005	other	0.18	Brazil	DEV-105	Lenovo 300e Chromebook	ChromeOS	120.0.6099.234	teacher	São Paulo	2024-05-01	7.1	0.32	46.7	60.5	0.09	WiFi	Google Classroom	Chromebook used for digital teaching
ERPT-006	laptop	0.34	Canada	DEV-106	Apple MacBook Pro M2	macOS	14.4.1	admin	Toronto	2024-05-03	9.2	0.67	85	130.7	0.16	Ethernet	Teams	Admin work and management
ERPT-007	tablet	0.09	Australia	DEV-107	Huawei MatePad Pro	Android	13.0	student	Sydney	2024-05-04	3.7	0.16	42.3	59.4	0.05	WiFi	Zoom	Tablet used for group study
ERPT-008	desktop	0.92	South Africa	DEV-108	Acer Aspire TC-1760	Windows	11.0.22621	teacher	Cape Town	2024-05-05	6.9	1.19	172.4	205.7	0.42	Ethernet	Teams	Desktop used for remote instruction
ERPT-009	laptop	0.25	United States	DEV-109	HP Spectre x360 14	Windows	11.0.22621	student	San Francisco	2024-05-06	5.8	0.41	70.7	115.4	0.1	WiFi	Google Classroom	Used for project work
ERPT-010	smartphone	0.03	India	DEV-110	Google Pixel 8	Android	14.0	teacher	Delhi	2024-05-02	2.5	0.06	22.1	35.6	0.02	Cellular	Zoom	Quick check-ins with students
ERPT-011	desktop	0.83	France	DEV-111	Dell OptiPlex 7090	Windows	10.0.19045	admin	Paris	2024-05-01	8.8	1.45	164.8	209.6	0.39	Ethernet	Teams	System maintenance tasks
ERPT-012	tablet	0.11	United Kingdom	DEV-112	Samsung Galaxy Tab S9	Android	14.0	student	Manchester	2024-05-03	4.9	0.22	45	66.2	0.06	WiFi	Google Classroom	Studying for exams
ERPT-013	smartphone	0.03	United States	DEV-113	Apple iPhone 15	iOS	17.3.1	other	Seattle	2024-05-04	2.3	0.05	21.8	36.1	0.02	WiFi	Zoom	Device used for IT support
ERPT-014	laptop	0.29	Japan	DEV-114	Lenovo ThinkPad X1 Carbon Gen 11	Windows	11.0.22621	teacher	Osaka	2024-05-05	7.4	0.53	76.2	119.8	0.13	WiFi	Google Classroom	Live class streaming
ERPT-015	other	0.07	Canada	DEV-115	Microsoft Surface Go 3	Windows	11.0.22621	student	Montreal	2024-05-06	3	0.13	44	65.7	0.04	WiFi	Teams	Device used for homework
ERPT-016	laptop	0.27	Australia	DEV-116	Asus ZenBook 14 OLED	Windows	10.0.19045	student	Melbourne	2024-05-03	6	0.46	77.1	123	0.11	WiFi	Google Classroom	Watching lectures and research
ERPT-017	desktop	0.77	Canada	DEV-117	Apple iMac 24-inch	macOS	14.4.1	teacher	Vancouver	2024-05-02	7.5	1.18	156.8	193.2	0.32	Ethernet	Teams	Recorded instructional videos
ERPT-018	smartphone	0.04	South Africa	DEV-118	Xiaomi Redmi Note 13	Android	14.0	student	Johannesburg	2024-05-05	3.8	0.08	22.6	37.9	0.03	Cellular	Zoom	Mobile learning session
ERPT-019	laptop	0.3	Brazil	DEV-119	HP Pavilion 15	Windows	10.0.19045	teacher	Rio de Janeiro	2024-05-04	8	0.57	78	124.6	0.15	WiFi	Google Classroom	Lecture recording
ERPT-020	desktop	0.84	Germany	DEV-120	Lenovo ThinkCentre M90q	Windows	11.0.22621	admin	Frankfurt	2024-05-03	9.1	1.4	157.1	202.5	0.44	Ethernet	Teams	Data backup

What the 55 rows show

from the 55-row sample

Desktop (device type) stands out: mean co2_emissions_kg is 0.75, against 0.14 for the rest.

0.19median co2_emissions_kg
3network types
3platform names
4user types
6os names
5.7median usage_hours

Mean co2_emissions_kg by device_type55 rows

co2_emissions_kg55 rows, in bands of 0.1

Median 0.19, from 0.03 to 0.92.

location_country55 rows · top 10 of 24 values

United States4
United Kingdom4
Brazil4
Canada4
Australia4
South Africa4
France4
Japan4
USA4
Germany3

19 columns by typefrom the column list below

string 12
float 6
date 1

Columns

19 columns in three groups

blueprint · 19 columns
column	type	description	example
Text 12 columns
`device_energy_report_id`	string	Unique identifier for each energy consumption report entryunique	ERPT-001
`device_id`	string	Unique identifier for the device being measured	DEV-101
`device_type`	string	Type of device (e.g., laptop, tablet, desktop, smartphone)laptop · tablet · desktop · smartphone · other	laptop
`device_model`	string	Manufacturer and model name/number of the device	Dell XPS 13 9310
`os_name`	string	Operating system name (e.g., Windows, macOS, Android, iOS, ChromeOS)6 names	Windows
`os_version`	string	Operating system versionoptional	10.0.19045
`user_type`	string	Type of user (e.g., student, teacher, admin)student · teacher · admin · other	student
`location_country`	string	Country where the device is used	United States
`location_city`	string	City where the device is usedoptional	Boston
`network_type`	string	Type of network connection used (e.g., WiFi, Ethernet, Cellular)WiFi · Ethernet · Cellular · Other · optional	WiFi
`platform_name`	string	Name of the remote learning platform used (e.g., Zoom, Google Classroom, Teams)3 names · optional	Zoom
`notes`	string	Additional notes or observations about the device or usage during the reporting periodoptional	Used for project work
Numbers 6 columns
`usage_hours`	float	Total hours the device was used during the reporting period0 or more	6.2
`energy_consumed_kwh`	float	Total energy consumed by the device during the reporting period (in kilowatt-hours)0 or more	0.45
`average_power_watts`	float	Average power draw of the device during usage (in watts)0 or more · optional	72.5
`max_power_watts`	float	Maximum power draw observed during the reporting period (in watts)0 or more · optional	120.3
`energy_cost_usd`	float	Estimated energy cost for the reporting period (in USD)0 or more · optional	0.11
`co2_emissions_kg`	float	Estimated CO2 emissions for the energy consumed (in kilograms)0 or more · optional	0.28
Dates and times 1 column
`report_date`	date	Date for which the energy consumption data is reported	2024-05-01

Use it for

An education dashboard
Co2_emissions_kg by device_type and a breakdown of location_country. Excel, Power BI or Tableau.
Why do the 13 desktop rows have a mean co2_emissions_kg of 0.75?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Device energy reports55
ERPT-0010.28laptop
ERPT-0020.1tablet
ERPT-0030.78desktop
A software demo
Believable device energy reports with device_id, device_type and device_model to fill a screen in front of a buyer.

This dataset55 rows19 columns

Yours1,000 rows19 columnslocation_country: UK only

blueprint · remote-learning-device-energy-report

Behind this dataset

Same schema. As many rows as you need.

These 55 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 one device's weekly energy usage
Device type is categorized by form factor (laptop, tablet, desktop)
Usage hours must be recorded for each device
Energy consumption measured in kWh per week
Institution type (school, college, nonprofit) must be specified
Only devices used for remote instruction included

Rows1,000 rows10,000 rows100,000 rows1,000,000 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-learning-device-energy-report

What should your data show?

No signup. No card.

Sample rows

What the 55 rows show

Columns

Use it for

An education dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Education

What should your data show?