Education
22 columns
120 rows
8 formats

Remote Learning Device Health Log

This dataset provides detailed logs of device health, performance, and security for student-assigned devices in remote and hybrid learning environments. It enables tracking of operational status, resource usage, downtime, and security compliance at the device, student, and school levels, supporting IT optimization and equitable access initiatives. Ideal for EdTech analytics, device lifecycle management, and educational equity research.

last updated 1 Feb 2026
by GoMask

The brief that made it

Monitor and optimize device performance and longevity for remote learners

Sample rows

preview · 8 of 120 rows · all 22 columns

log_idstring	device_typestring	downtime_minutesinteger	antivirus_installedboolean	antivirus_statusstring	device_idstring	student_idstring	school_idstring	log_timestampdatetime	os_versionstring	device_statusstring	battery_health_percentfloat	storage_used_gbfloat	storage_total_gbfloat	cpu_usage_percentfloat	memory_usage_percentfloat	internet_connectivitystring	last_security_update_datedate	issues_reportedstring	location_citystring	location_statestring	location_countrystring
LOG00001	Chromebook	0	false	Not Installed	CB-101	STU001	SCH01	2024-06-03T09:18:34	ChromeOS 122.0.0	Operational	93.2	16.8	32	23.7	39.5	Connected	2024-05-29	blank	Portland	OR	USA
LOG00002	Windows Laptop	56	true	Outdated	WIN-340	STU002	SCH01	2024-06-02T14:40:28	Windows 10 Pro 21H2	Needs Repair	22.1	230.7	256	97.3	91.4	Intermittent	2023-10-14	Fan noise, slow performance	Toronto	ON	Canada
LOG00003	iPad	0	false	Unknown	IP-287	STU003	SCH02	2024-06-03T10:15:01	iPadOS 17.5	Operational	83.7	56.2	128	38.9	54.2	Connected	2024-05-09	blank	Chicago	IL	USA
LOG00004	MacBook	8640	blank	blank	MB-1120	STU004	SCH03	2024-06-01T16:34:22	macOS Ventura 13.6	Out of Service	blank	blank	blank	blank	blank	Disconnected	blank	Device lost/stolen	Berlin	Berlin	Germany
LOG00005	Android Tablet	1230	false	Not Installed	AT-0098	STU005	SCH04	2024-06-03T12:09:45	Android 13	Out of Service	0	62.9	64	0	0	Disconnected	2023-11-10	Battery failure, storage full	Lagos	Lagos	Nigeria
LOG00006	Windows Laptop	0	true	Up to Date	WIN-341	STU006	SCH02	2024-06-03T08:25:11	Windows 11 Home 23H2	Operational	79.6	148.2	256	44.2	52.8	Connected	2024-05-15	blank	Seattle	WA	USA
LOG00007	Chromebook	0	false	Not Installed	CB-102	STU007	SCH03	2024-06-02T18:47:54	ChromeOS 121.0.0	Operational	88.6	13.7	32	33.1	45.7	Connected	2024-05-26	blank	Houston	TX	USA
LOG00008	iPad	0	false	Unknown	IP-288	STU008	SCH04	2024-06-03T10:53:41	iPadOS 16.6	Operational	97.2	74.1	256	44.7	61.3	Connected	2024-05-12	blank	Los Angeles	CA	USA
LOG00009	Other	0	true	Up to Date	OTH-001	STU009	SCH05	2024-06-01T13:21:02	Ubuntu 22.04.4 LTS	Operational	76.5	56.8	128	31.8	48.9	Connected	2024-05-20	blank	Boston	MA	USA
LOG00010	Chromebook	42	false	Not Installed	CB-103	STU010	SCH02	2024-06-03T14:05:27	ChromeOS 123.0.0	Under Maintenance	57.3	25.1	32	19.6	28.2	Intermittent	2024-05-14	Cracked screen	Rochester	NY	USA
LOG00011	Windows Laptop	1680	false	Not Installed	WIN-342	STU011	SCH06	2024-06-01T11:31:18	Windows 11 Pro 22H2	Out of Service	0	338.4	512	0	0	Disconnected	2023-09-08	Motherboard failure	London	England	United Kingdom
LOG00012	iPad	0	false	Unknown	IP-289	STU012	SCH07	2024-06-03T09:44:53	iPadOS 17.5	Operational	75.4	62.7	128	32.8	48.1	Connected	2024-05-28	blank	San Francisco	CA	USA
LOG00013	Android Tablet	84	false	Unknown	AT-0099	STU013	SCH08	2024-06-02T21:44:15	Android 10	Needs Repair	18.6	13.2	32	88.5	95.3	Intermittent	2023-12-04	Screen flicker, random reboots	Delhi	Delhi	India
LOG00014	MacBook	9520	blank	blank	MB-1121	STU014	SCH09	2024-06-02T13:52:37	macOS Sonoma 14.4	Out of Service	blank	blank	blank	blank	blank	Disconnected	blank	Device lost/stolen	Vienna	Vienna	Austria
LOG00015	Windows Laptop	0	true	Up to Date	WIN-343	STU015	SCH10	2024-06-02T15:46:29	Windows 10 Home 21H1	Operational	64.8	106.2	256	39.6	48.3	Connected	2024-05-21	blank	Denver	CO	USA
LOG00016	Chromebook	0	false	Not Installed	CB-104	STU016	SCH10	2024-06-03T10:21:19	ChromeOS 123.0.0	Operational	94.5	12.6	32	21.8	38.3	Connected	2024-05-24	blank	Phoenix	AZ	USA
LOG00017	Other	33	true	Up to Date	OTH-002	STU017	SCH11	2024-06-02T16:37:34	Fedora 39	Under Maintenance	49.2	28.9	64	25.2	34.6	Intermittent	2024-05-05	Keyboard not responding	San Jose	CA	USA
LOG00018	Windows Laptop	74	true	Outdated	WIN-344	STU018	SCH12	2024-06-03T13:12:57	Windows 11 Pro 22H2	Needs Repair	12.8	251.1	256	85.4	96.9	Disconnected	2023-08-18	System freezes frequently	Mexico City	CDMX	Mexico
LOG00019	iPad	0	false	Unknown	IP-290	STU019	SCH13	2024-06-03T09:31:12	iPadOS 17.5	Operational	85.1	138.2	256	52.1	63.7	Connected	2024-05-20	blank	New York	NY	USA
LOG00020	Android Tablet	0	false	Not Installed	AT-0100	STU020	SCH14	2024-06-02T12:27:48	Android 12	Operational	67.4	23.6	32	32.4	41.5	Connected	2024-05-23	blank	Cape Town	Western Cape	South Africa

What the 120 rows show

from the 120-row sample

MacBook (device type) stands out: mean downtime_minutes is 8,792, against 217.6 for the rest.

31%antivirus_installed = true
40median downtime_minutes
3internet connectivities
4device statuses
32location countries
63.3median battery_health_percent

Mean downtime_minutes by device_type120 rows

downtime_minutes120 rows, in bands of 2,000

Median 40, from 0 to 12,160.

antivirus_status102 rows with a value · 18 left blank

Not Installed40
Unknown30
Outdated24
Up to Date8

22 columns by typefrom the column list below

string 13
integer 1
float 5
date 1
datetime 1
boolean 1

Columns

22 columns in four groups

blueprint · 22 columns
column	type	description	example
Text 13 columns
`log_id`	string	Unique identifier for each device health log entryunique	LOG00001
`device_id`	string	Unique identifier for each device (e.g., serial number or asset tag)	CB-101
`student_id`	string	Unique identifier for the student assigned to the device	STU001
`school_id`	string	Identifier for the school or educational institution	SCH01
`device_type`	string	Type of device (e.g., Chromebook, iPad, Windows Laptop)6 values	Chromebook
`os_version`	string	Operating system version installed on the device	ChromeOS 122.0.0
`device_status`	string	Current operational status of the device4 values	Operational
`internet_connectivity`	string	Status of internet connectivity at the time of loggingConnected · Disconnected · Intermittent	Connected
`antivirus_status`	string	Status of the antivirus softwareUp to Date · Outdated · Not Installed · Unknown · optional	Not Installed
`issues_reported`	string	Description of any issues reported with the device during this log entryoptional	Device lost/stolen
`location_city`	string	City where the device is located or assignedoptional	Portland
`location_state`	string	State or province where the device is located or assignedoptional	OR
`location_country`	string	Country where the device is located or assignedoptional	USA
Numbers 6 columns
`battery_health_percent`	float	Current battery health as a percentage (0-100)0 to 100 · optional	93.2
`storage_used_gb`	float	Amount of storage currently used on the device (in GB)0 or more · optional	16.8
`storage_total_gb`	float	Total storage capacity of the device (in GB)0 or more · optional	32
`cpu_usage_percent`	float	CPU usage at the time of logging (percentage 0-100)0 to 100 · optional	23.7
`memory_usage_percent`	float	RAM usage at the time of logging (percentage 0-100)0 to 100 · optional	39.5
`downtime_minutes`	integer	Number of minutes the device was unavailable since the previous log0 or more · optional	0
Dates and times 2 columns
`log_timestamp`	datetime	Date and time when the health status was logged	2024-06-03T09:18:34
`last_security_update_date`	date	Date when the device last received a security updateoptional	2024-05-29
True or false 1 column
`antivirus_installed`	boolean	Indicates whether antivirus software is installed on the deviceoptional	false

Use it for

An education dashboard
The antivirus_installed rate, downtime_minutes by device_type and a breakdown of antivirus_status. Excel, Power BI or Tableau.
Why do the 19 MacBook rows have a mean downtime_minutes of 8,792?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Logs120
LOG000010Chromebo…
LOG0000256Windows …
LOG000060Windows …
A software demo
Believable logs with device_id, student_id and school_id to fill a screen in front of a buyer.

This dataset120 rows22 columns

Yours10,000 rows22 columnslocation_city: UK only

blueprint · remote-learning-device-health-log

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 22 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 single check-in event for a unique device.
Device health status includes battery, connectivity, and software update compliance.
Flag critical device issues (malware, hardware failure) for immediate intervention.
Log last user activity timestamp and type (video call, assignment upload, etc.).
Track device location (home, school, other) for support prioritization.

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

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: remote-learning-device-health-log

What should your data show?

No signup. No card.

Sample rows

What the 120 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?