Datasets by industry

Call Center and Support Ticket Datasets

Service desk data with the metrics managers actually track: resolution time, first response, SLA breaches, escalations and customer satisfaction. Build a support operations dashboard, analyse which issues take longest, or classify tickets from their text.

Support tickets

IT, telecom and product support tickets with categories, priorities, statuses, assigned agents, resolution times and satisfaction ratings. The IT tickets also carry SLA due dates, impact and urgency.

Technology20 cols · 200 rows

IT Service Ticket Classification

This dataset contains detailed records of IT service tickets, combining structured metadata (such as priority, category, and assignment) with rich ticket descriptions suitable for natural language processing. It enables automated ticket triage, prioritization, and advanced analytics for IT support operations, making it ideal for machine learning and process optimization.

ticket_subjectcategorypriority
Laptop battery fails to chargehardwaremedium
Cannot print from office printerhardwarehigh
Server room temperature alerthardwarecritical
departmentstatusurgency+14 more
Technology17 cols · 200 rows

Customer Support Ticket Resolution

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.

customer_nameticket_statusissue_category
Javier Martinezopenbilling
Samantha Leeresolvedaccount
Ahmed Al-Sayedpendingbilling
ticket_idcustomer_idcustomer_email+11 more
Telecommunications22 cols · 200 rows

Telecom Support Ticket Resolution Data

This dataset provides detailed records of telecom customer support tickets, including issue types, resolution timelines, agent actions, and customer satisfaction ratings. It enables process optimization, root cause analysis, and AI/ML chatbot training by offering granular insights into ticket lifecycles and outcomes.

customer_nameservice_typeissue_category
Emily Andersonmobilenetwork
Michael Youngbroadbandbilling
Ana Rodriguezfibertechnical
ticket_idcustomer_idcustomer_email+16 more
Technology16 cols · 200 rows

Support Tickets

This dataset provides a detailed record of customer support tickets, including issue descriptions, priority levels, agent assignments, status updates, resolution times, and customer feedback. It enables comprehensive analysis of support operations, agent performance, and customer satisfaction, making it valuable for service optimization and reporting.

customer_namestatusassigned_agent_name
Alice JohnsonResolvedSamuel Lee
Juan MartinezIn ProgressPriya Singh
Ravi PatelClosedEmily Chen
ticket_idcustomer_idcustomer_email+10 more

Calls and chats

Bank call center interactions with channel, duration, sentiment and escalations, customer service calls with follow-ups, and support chat logs with full transcripts.

Finance22 cols · 200 rows

Bank Call Center Interactions

This dataset provides granular records of customer interactions with banking call centers, including timestamps, agent and customer details, interaction topics, sentiment, resolution status, and full transcripts. It is ideal for customer experience analytics, agent performance monitoring, and training conversational AI models to improve banking services.

customer_nameagent_nameinteraction_type
Sophie MüllerEmily Carterinquiry
Mikhail IvanovIrina Morozovacomplaint
Carlos GarcíaLucía Torresfeedback
interaction_idcustomer_idcustomer_phone+16 more
Technology18 cols · 110 rows

Customer Service Call Resolution

This dataset provides comprehensive tracking of customer service calls, including caller and agent details, issue categories, resolution status, escalation, and customer satisfaction ratings. It enables organizations to analyze service quality, monitor agent performance, and identify trends or bottlenecks in call resolution processes. Ideal for improving response times, optimizing support operations, and enhancing customer experience.

customer_nameagent_nameissue_category
Maria GomezJames O'Neillbilling
Aiden SmithPriya Menontechnical
Oluwaseun AdeoyeLi Weiaccount
call_idcustomer_idcustomer_email+12 more
Finance15 cols · 200 rows

Banking Customer Support Chat Logs

This dataset provides detailed records of digital banking customer support chat sessions, including full transcripts, participant identifiers, timestamps, issue categories, resolution outcomes, and customer satisfaction ratings. Designed for customer experience analysis and automated agent training, it enables deep insights into support interactions, common issues, and service quality trends.

agent_typeissue_categoryresolution_status
botcard lostresolved
humanaccount accessresolved
botorder statusresolved
chat_idcustomer_idagent_id+9 more

Escalations and root causes

Tickets with escalation levels, and trouble tickets with SLA compliance, root causes and preventive measures.

Technology19 cols · 200 rows

Tech Support Ticket Analytics

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.

customer_nameissue_categorystatus
Samantha Leesoftwareresolved
Rajesh Kumarnetworkopen
Emily Fosterhardwarepending
ticket_idcustomer_idcustomer_email+13 more
Telecommunications13 cols · 100 rows

Trouble Ticket Management and Resolution Tracking

This dataset provides a comprehensive record of trouble tickets from creation to closure, detailing issue types, priorities, team assignments, resolution times, SLA compliance, root causes, and preventive actions. It enables robust tracking of network or service incidents, supports operational analytics, and facilitates continuous improvement in incident management processes.

issue_categoryprioritystatus
outagecriticalclosed
degradationhighclosed
intermittentmediumclosed
ticket_idcreated_datetimeclosed_datetime+7 more

Every dataset in this collection

9 datasets

Technology20 cols · 200 rows

IT Service Ticket Classification

This dataset contains detailed records of IT service tickets, combining structured metadata (such as priority, category, and assignment) with rich ticket descriptions suitable for natural language processing. It enables automated ticket triage, prioritization, and advanced analytics for IT support operations, making it ideal for machine learning and process optimization.

ticket_subjectcategorypriority
Laptop battery fails to chargehardwaremedium
Cannot print from office printerhardwarehigh
Server room temperature alerthardwarecritical
departmentstatusurgency+14 more
Technology17 cols · 200 rows

Customer Support Ticket Resolution

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.

customer_nameticket_statusissue_category
Javier Martinezopenbilling
Samantha Leeresolvedaccount
Ahmed Al-Sayedpendingbilling
ticket_idcustomer_idcustomer_email+11 more
Telecommunications22 cols · 200 rows

Telecom Support Ticket Resolution Data

This dataset provides detailed records of telecom customer support tickets, including issue types, resolution timelines, agent actions, and customer satisfaction ratings. It enables process optimization, root cause analysis, and AI/ML chatbot training by offering granular insights into ticket lifecycles and outcomes.

customer_nameservice_typeissue_category
Emily Andersonmobilenetwork
Michael Youngbroadbandbilling
Ana Rodriguezfibertechnical
ticket_idcustomer_idcustomer_email+16 more
Technology16 cols · 200 rows

Support Tickets

This dataset provides a detailed record of customer support tickets, including issue descriptions, priority levels, agent assignments, status updates, resolution times, and customer feedback. It enables comprehensive analysis of support operations, agent performance, and customer satisfaction, making it valuable for service optimization and reporting.

customer_namestatusassigned_agent_name
Alice JohnsonResolvedSamuel Lee
Juan MartinezIn ProgressPriya Singh
Ravi PatelClosedEmily Chen
ticket_idcustomer_idcustomer_email+10 more
Finance22 cols · 200 rows

Bank Call Center Interactions

This dataset provides granular records of customer interactions with banking call centers, including timestamps, agent and customer details, interaction topics, sentiment, resolution status, and full transcripts. It is ideal for customer experience analytics, agent performance monitoring, and training conversational AI models to improve banking services.

customer_nameagent_nameinteraction_type
Sophie MüllerEmily Carterinquiry
Mikhail IvanovIrina Morozovacomplaint
Carlos GarcíaLucía Torresfeedback
interaction_idcustomer_idcustomer_phone+16 more
Technology18 cols · 110 rows

Customer Service Call Resolution

This dataset provides comprehensive tracking of customer service calls, including caller and agent details, issue categories, resolution status, escalation, and customer satisfaction ratings. It enables organizations to analyze service quality, monitor agent performance, and identify trends or bottlenecks in call resolution processes. Ideal for improving response times, optimizing support operations, and enhancing customer experience.

customer_nameagent_nameissue_category
Maria GomezJames O'Neillbilling
Aiden SmithPriya Menontechnical
Oluwaseun AdeoyeLi Weiaccount
call_idcustomer_idcustomer_email+12 more
Finance15 cols · 200 rows

Banking Customer Support Chat Logs

This dataset provides detailed records of digital banking customer support chat sessions, including full transcripts, participant identifiers, timestamps, issue categories, resolution outcomes, and customer satisfaction ratings. Designed for customer experience analysis and automated agent training, it enables deep insights into support interactions, common issues, and service quality trends.

agent_typeissue_categoryresolution_status
botcard lostresolved
humanaccount accessresolved
botorder statusresolved
chat_idcustomer_idagent_id+9 more
Technology19 cols · 200 rows

Tech Support Ticket Analytics

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.

customer_nameissue_categorystatus
Samantha Leesoftwareresolved
Rajesh Kumarnetworkopen
Emily Fosterhardwarepending
ticket_idcustomer_idcustomer_email+13 more
Telecommunications13 cols · 100 rows

Trouble Ticket Management and Resolution Tracking

This dataset provides a comprehensive record of trouble tickets from creation to closure, detailing issue types, priorities, team assignments, resolution times, SLA compliance, root causes, and preventive actions. It enables robust tracking of network or service incidents, supports operational analytics, and facilitates continuous improvement in incident management processes.

issue_categoryprioritystatus
outagecriticalclosed
degradationhighclosed
intermittentmediumclosed
ticket_idcreated_datetimeclosed_datetime+7 more

Questions

Which metrics can I calculate?
Average resolution time, first response time, SLA compliance, escalation rate and customer satisfaction by agent, category or priority. The columns are on each dataset page.
Can I use the ticket text for classification?
Yes. The IT service tickets have a subject and description with category, priority and urgency labels.
Is any of it real customer data?
No. Names, emails and transcripts are all synthetic.

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