Technology datasets

Software logs, user behavior, API data

83 ready-made datasets
8 formats, Excel to Parquet
First download free

What the 83 cover1 square = 1 dataset

Security & access18
Remote collaboration17
IoT & infrastructure16
Product & app usage15
Support & incidents14
Everything else3

Grouped by dataset title and tags.

Showing all 24 on this page

Remote collaboration

Remote Work Collaboration Tool Usage

Timestamps, types of activities, productivity scores, and location data

This dataset provides detailed records of employee interactions with remote collaboration tools, including timestamps, types of activities, productivity scores, and location data. It enables managers and analysts to monitor tool adoption, assess productivity impacts, and identify trends in remote work behaviors across teams and projects. The dataset is ideal for optimizing collaboration strategies and supporting data-driven workforce decisions.

15 cols

tool_name
is_remote
employee_name
department
+11

Open in factory

tool_name: Slack
is_remote: true
employee_name: Jessica Turner

Remote collaboration

Remote Work Tool Adoption Rates

Adoption rates, usage frequency, and primary tool designation

This dataset provides granular insights into how organizations across various industries adopt and utilize remote work tools, including adoption rates, usage frequency, and primary tool designation. It enables benchmarking, productivity analysis, and digital transformation tracking, making it ideal for technology vendors, consultants, and enterprise strategists.

14 cols

tool_name
tool_category
adoption_rate
is_primary_remote_tool
+10

Open in factory

tool_name: Zoom
tool_category: video-conferencing
adoption_rate: 85.33

Remote collaboration

Remote Meeting Duration Analytics

Scheduling, recurrence, and platform usage

This dataset provides detailed analytics on remote meeting durations, frequencies, and participation across distributed teams, including scheduling, recurrence, and platform usage. It enables organizations to optimize calendars, analyze workflows, and improve productivity by understanding meeting patterns and engagement. Ideal for productivity analysis, resource planning, and workflow optimization in remote work environments.

17 cols

meeting_title
meeting_type
duration_minutes
meeting_platform
+13

Open in factory

meeting_type: standup
duration_minutes: 15
meeting_platform: Zoom

Remote collaboration

Remote Team Collaboration Activity

Communication frequency, participant engagement

This dataset provides granular tracking of remote team collaboration events, including communication frequency, participant engagement, and productivity bottlenecks. Managers can leverage these insights to optimize workflows, identify engagement trends, and proactively address collaboration issues. The dataset is ideal for productivity analytics, team performance monitoring, and operational improvement in distributed work environments.

15 cols

team_name
event_type
event_datetime
duration_minutes
+11

Open in factory

team_name: Pacific Devs
event_type: meeting
duration_minutes: 95

Security & access

Smart Home Security Event Logs

Device type, location, event type and severity, user actions

This dataset contains detailed, timestamped logs of smart home security device events, including device type, location, event type and severity, user actions, and network/device health indicators. It is ideal for anomaly detection, home security analytics, and IoT device monitoring, supporting research and development in smart home security and automation.

14 cols

event_type
event_severity
device_type
location_room
+10

Open in factory

event_type: motion_detected
event_severity: warning
device_type: camera

IoT & infrastructure

IoT Home Device Activity Logs

Event types, device details, user and automation triggers, and error states

This dataset provides granular activity logs from a variety of smart home IoT devices, including event types, device details, user and automation triggers, and error states. It is ideal for analyzing device usage patterns, detecting anomalies, and modeling home automation scenarios. The comprehensive structure supports advanced analytics and operational insights for smart home environments.

12 cols

device_type
device_location
event_type
event_value
+8

Open in factory

device_type: light
device_location: living room
event_type: state_change

Product & app usageTop 10 most opened

Consumer Mobile App Usage Stats

Launch counts, session lengths, and retention rates, segmented by platform

This dataset provides daily, aggregated mobile app usage statistics, including launch counts, session lengths, and retention rates, segmented by platform, country, and device type. It enables detailed analysis of user engagement, retention, and growth trends across different mobile applications and markets, supporting strategic decisions for app development and marketing.

15 cols

app_name
platform
total_launches
unique_users
+11

Open in factory

app_name: Whisper
platform: iOS
total_launches: 4280

Remote collaboration

Workplace Digital Tool Adoption

User, tool, device, and location metadata

This dataset provides detailed, timestamped logs of employee interactions with workplace digital tools, including user, tool, device, and location metadata. It enables comprehensive analysis of digital tool adoption, user engagement, and IT transformation initiatives, supporting both operational monitoring and strategic decision-making.

17 cols

tool_name
tool_category
employee_department
employee_role
+13

Open in factory

tool_name: Slack
tool_category: communication
employee_department: Finance

Remote collaboration

Remote Team Collaboration Events

Chat messages, file sharing activities, and meeting attendance records

This dataset provides detailed, synthetic logs of remote team collaboration events, including chat messages, file sharing activities, and meeting attendance records. Each event is linked to users, teams, channels, and productivity tools, enabling comprehensive analysis of virtual work dynamics, communication patterns, and tool effectiveness. Ideal for research and development of remote work analytics, productivity measurement, and collaboration platform optimization.

21 cols

event_type
team_name
user_name
channel_name
+17

Open in factory

event_type: chat
team_name: Product Alpha
user_name: Diana Lee

Product & app usage

Digital Product Feature Request Logs

Request content, priority, status, and user engagement metrics

This dataset logs detailed user-submitted feature requests for digital products, including request content, priority, status, and user engagement metrics. It enables product teams to analyze user needs, prioritize development, and enhance user experience through data-driven roadmapping and feedback management.

15 cols

product_name
feature_title
use_case
priority
+11

Open in factory

product_name: CloudSuite CRM
feature_title: Customizable dashboard widgets
priority: high

Product & app usageTop 10 most opened

B2B SaaS Usage Retention

Subscription details, user activity, feature usage, and churn risk scores

This dataset provides comprehensive retention and engagement metrics for B2B SaaS customers, including subscription details, user activity, feature usage, and churn risk scores. It enables customer success teams to monitor long-term engagement, identify at-risk accounts, and optimize strategies for churn prevention and customer health. Ideal for SaaS analytics, customer lifecycle management, and predictive modeling.

18 cols

feature_usage_score
retention_rate_6m
retention_rate_12m
customer_name
+14

Open in factory

feature_usage_score: 92.5
retention_rate_6m: 97.2
retention_rate_12m: 96.8

Product & app usageTop 10 most opened

Mobile App Feature Usage Dataset

User interactions, device context, session information

This dataset provides detailed, event-level records of mobile app feature usage, including user interactions, device context, session information, and user segmentation. It enables product teams and UX researchers to analyze feature adoption rates, engagement patterns, and user cohorts, supporting data-driven decisions for app improvement and user experience optimization.

15 cols

app_name
feature_name
usage_datetime
app_version
+11

Open in factory

app_name: QuickNote
feature_name: Create Note
app_version: v4.2.0

Product & app usage

Subscription Service Trial Conversions

Onboarding completion, engagement metrics, retention status

This dataset provides detailed tracking of user trial experiences and conversion outcomes across digital subscription services, including onboarding completion, engagement metrics, retention status, and marketing attribution. It enables granular analysis of conversion rates, the effectiveness of onboarding, and the impact of marketing channels, supporting data-driven improvements to user acquisition and retention strategies.

14 cols

converted
subscription_plan
trial_type
trial_duration_days
+10

Open in factory

converted: true
subscription_plan: PREMIUM
trial_type: free

IoT & infrastructureTop 10 most opened

Public Wi-Fi Usage Logs

Session times, device types, data transferred

This dataset contains detailed logs of public Wi-Fi usage sessions, including session times, device types, data transferred, and user engagement metrics at specific hotspot locations. It enables analysis of usage patterns, repeat visitors, and demographic trends, supporting infrastructure planning, hotspot optimization, and targeted marketing strategies.

18 cols

hotspot_location_name
device_type
session_start_time
session_end_time
+14

Open in factory

hotspot_location_name: Central Park Entrance
device_type: smartphone
session_duration_minutes: 29.92

Support & incidentsTop 10 most opened

Customer Support Ticket Resolution

Detailed issue descriptions, resolution times, outcomes, agent involvement

This dataset provides comprehensive logs of customer support tickets, including detailed issue descriptions, resolution times, outcomes, agent involvement, and customer satisfaction ratings. It enables analysis of support process efficiency, identification of bottlenecks, and development of NLP models for automated ticket classification and resolution prediction.

17 cols

customer_name
ticket_closed_at
resolution_time_hours
ticket_status
+13

Open in factory

customer_name: Javier Martinez
ticket_status: open
resolution_outcome: unresolved

Product & app usage

AI Adoption Readiness Scores

Benchmark of organizational readiness for AI adoption

This dataset provides a comprehensive benchmark of organizational readiness for AI adoption, combining survey-based scores with digital maturity indicators, leadership support, data quality, and talent availability. It enables organizations, consultants, and researchers to compare AI preparedness across industries, countries, and time, supporting strategic planning and targeted interventions.

15 cols

digital_maturity_score
ai_readiness_score
leadership_support_score
data_quality_score
+11

Open in factory

digital_maturity_score: 96.3
ai_readiness_score: 95.7
leadership_support_score: 97.5

Remote collaboration

Remote Collaboration Tool Usage

Remote collaboration tool usage

This dataset provides detailed logs of remote collaboration tool usage, capturing user actions across communication and project management platforms. It includes user, team, tool, project, and task identifiers, along with activity types, timestamps, device and location data, and collaboration context. Ideal for analyzing digital work patterns, optimizing remote workflows, and understanding team productivity in distributed environments.

21 cols

tool_name
is_external_collaboration
user_role
team_name
+17

Open in factory

tool_name: Slack
is_external_collaboration: false
user_role: manager

IoT & infrastructure

IoT Smart Appliance Usage Patterns

Usage metrics, sensor readings, error codes, and location data

This dataset provides comprehensive event-level logs from smart IoT appliances, including usage metrics, sensor readings, error codes, and location data. It enables manufacturers and analysts to understand user behavior, optimize product features, and implement predictive maintenance strategies for connected devices.

20 cols

appliance_type
usage_duration_seconds
model_number
firmware_version
+16

Open in factory

appliance_type: washing_machine
usage_duration_seconds: 1800
model_number: WMX-9000

IoT & infrastructure

IoT Device Network Events

Device identifiers, event types, sensor readings, and maintenance indicators

This dataset provides a comprehensive event log from diverse IoT devices deployed in a smart building, including device identifiers, event types, sensor readings, and maintenance indicators. It enables robust anomaly detection, predictive maintenance, and spatial analysis of device health and performance across locations and time. The rich event details support operational monitoring, troubleshooting, and optimization of building systems.

17 cols

device_type
device_location_floor
device_location_room
event_type
+13

Open in factory

device_type: camera
device_location_floor: 5
device_location_room: Roof

Product & app usage

User Feedback Text Analysis Set

Multi-domain user feedback entries, each labeled for sentiment, theme

This dataset contains synthetic, multi-domain user feedback entries, each labeled for sentiment, theme, and actionability to support machine learning applications in automated response systems and product improvement. It enables granular analysis of user concerns, trends, and actionable insights across different product areas, making it ideal for customer experience optimization and workflow automation.

12 cols

feedback_text
response_text
domain
sentiment_label
+8

Open in factory

domain: mobile_app
sentiment_label: positive
theme_label: feature_request

Product & app usage

Technology Adoption Survey Responses

Survey responses on user adoption, barriers

This dataset contains detailed survey responses on user adoption, barriers, and satisfaction with emerging technologies, linked to respondent demographics and technology categories. It enables researchers to analyze adoption trends, identify barriers, and assess user satisfaction across diverse populations and technology types. Ideal for academic studies, market analysis, and product development insights.

18 cols

respondent_age
respondent_education_level
respondent_employment_status
technology_name
+14

Open in factory

respondent_age: 28
respondent_education_level: master's degree
respondent_employment_status: employed full-time

Support & incidents

Tech Support Ticket Analytics

Customer and agent details, ticket lifecycle events, escalation history

This dataset provides comprehensive logs of tech support tickets, including customer and agent details, ticket lifecycle events, escalation history, and resolution outcomes. It enables technology firms to analyze support processes, optimize resource allocation, and improve customer satisfaction through actionable insights.

19 cols

ticket_created_datetime
ticket_closed_datetime
customer_name
issue_category
+15

Open in factory

customer_name: Samantha Lee
issue_category: software
priority: high

Support & incidents

Customer Support Case Escalations

Escalation events, response and resolution times, agent assignments

This dataset provides detailed records of customer support case histories, including escalation events, response and resolution times, agent assignments, and customer satisfaction ratings. It is ideal for analyzing support workflows, identifying escalation patterns, and optimizing customer service processes across product categories.

20 cols

customer_name
case_created_datetime
case_closed_datetime
case_status
+16

Open in factory

customer_name: Maria Fernández
case_status: closed
escalated: false

IoT & infrastructure

Smart City Sensor Event Streams

Aggregates real-time event streams from diverse IoT sensors deployed across urban

This dataset aggregates real-time event streams from diverse IoT sensors deployed across urban environments, capturing air quality, noise, light, and pedestrian flow metrics with precise geolocation and timestamping. It enables advanced urban monitoring, anomaly detection, and data-driven resource allocation for smart city initiatives. The dataset's granular, multi-modal structure supports both operational dashboards and in-depth analytics for city planners and researchers.

16 cols

sensor_type
location_latitude
location_longitude
air_quality_pm25
+12

Open in factory

sensor_type: air_quality
location_latitude: 40.748817
location_longitude: -73.985428

What’s inside. Column by column.

Columns and codes found in the sample rows of all 83 technology datasets.

Most common columnsDatasets, of 83

device_type24
user_id21
device_id16
status14
log_id13
event_id12
incident_type12
event_type11
priority11

A person from the User Accounts datasetGenerated

first_name: Jamie
last_name: Walker
date_of_birth: 1986-11-12
address_city: Manchester

Generated

Standard codes in the sample rowsDatasets, of 83

ISO 3166 countries27
IMEI devices1

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

Your sentence

3+ handoffs breach 3×
Real HTTP status codes
Duplicate tickets

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SLA breaches by reassignments

Sample rows for: Support tickets where tickets reassigned 3 or more times breach SLA three times as often, with real HTTP status codes and a few duplicate tickets.
reassignments	error_code	priority	sla_breached
3	HTTP 503	P1	yes
0	HTTP 401	P3	no
4	HTTP 500	P2	yes
4	HTTP 500	P2	yes

A pattern you asked for Everything else

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