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Data Analysis prompts
Reusable ChatGPT prompts for data analysis workflows.
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Analyze DataFrame Output
Review DataFrame output from a data analyst’s perspective, identifying key insights, limitations, and possible next actions. Includes additional guidance for visualizations and pandas info() output.
Analyze League of Legends Coaching Sessions for Climbing Insights
Analyze Challenger-level League of Legends coaching sessions to uncover coaching principles, rank-specific strategies, actionable rules, and transferable mental models.
Summarize Performance-Test Data and Identify SLA Breaches
Summarize performance-test results and identify endpoints that exceed the specified Service Level Agreement threshold.
Analyze Weekly Vulnerability Scan Results
Group vulnerability findings by severity and affected component, then recommend remediation steps ranked by risk reduction.
Create a Chart of Response Metrics Around an Event
Visualize key response metrics before, during, and after an event in a clearly labeled chart suitable for a situation report.
Analyze Service Uptime and Incident Frequency
Analyze quarterly uptime and incident logs to identify outage patterns, calculate uptime, and recommend improvements.
Analyze Trends in Employee Attrition
Analyze employee attrition over the last 12 months, identify patterns by department, tenure, and exit reasons, and recommend practical HR actions.
Analyze a Data Pipeline Failure
Diagnose a failed data pipeline run using logs, data volume trends, and error outputs, then recommend ways to prevent recurrence.
Summarize the Last Four Quarterly Performance Dashboards
Create a one-page executive brief summarizing the last four quarterly performance dashboards for a program, highlighting trends across three specified subjects.
Analyze IT Managed-Services Contract KPI Trends
Review contract scorecards to identify vendors below target for two consecutive quarters and recommend follow-up actions.
Synthesize Insights from Product Usage Data
Identify behavioral trends in product usage data, infer user needs, and recommend follow-up investigations.
Summarize Quarterly Performance Reports
Create a one-page leadership brief summarizing trends across the last five quarterly performance reports for a program.