Top AI Prompts for Automating Data Analysis

Identify 5 common data cleaning steps for monthly sales reports, based on the ‘Q2 Sales Data’ document.

ClickUp Brain Behavior: Analyzes document content to outline frequent preprocessing actions for sales datasets.

What are the key metrics tracked in customer churn analysis for SaaS products under $50M ARR?

ClickUp Brain Behavior: Integrates insights from internal analytics reports; Brain Max can supplement with relevant market data if accessible.

Draft a summary report template for weekly website traffic analysis referencing ‘Web Analytics Q1’ notes and past summaries.

ClickUp Brain Behavior: Extracts pertinent details from linked files to generate a structured reporting outline.

Compare data visualization techniques used in ‘Marketing Campaign A’ and ‘Campaign B’ datasets using the ‘Viz Methods’ doc.

ClickUp Brain Behavior: Pulls tabular and textual info from documents to create a concise comparison of visualization approaches.

List top data transformation functions applied in financial forecasting models, referencing R&D notes and code documentation.

ClickUp Brain Behavior: Scans internal resources to identify frequently used transformations and their effects.

From the ‘Data Quality Checks’ doc, generate a checklist for automated validation tests.

ClickUp Brain Behavior: Extracts criteria and formats them into a clear, actionable checklist within a task or document.

Summarize 3 emerging trends in anomaly detection techniques from recent research papers and internal reviews.

ClickUp Brain Behavior: Identifies recurring themes and insights from linked technical documents.

From the ‘User Behavior Survey Q3’ doc, summarize main findings related to feature usage patterns.

ClickUp Brain Behavior: Analyzes survey data to highlight common user behaviors and preferences.

Write concise, user-friendly explanations for dashboard KPIs using the style guide in ‘DataCommTone.pdf’.

ClickUp Brain Behavior: Applies tone guidelines to craft clear and engaging KPI descriptions for reports.

Summarize upcoming changes in data privacy regulations for 2025 and their impact on analysis workflows.

ClickUp Brain Behavior: Reviews compliance documents and highlights key updates affecting data handling processes.

Generate guidelines for data labeling standards, referencing internal policy docs and industry best practices.

ClickUp Brain Behavior: Extracts rules and recommendations to form a comprehensive labeling protocol checklist.

Create a checklist for preparing datasets for machine learning models using ‘ML Prep Guidelines’ and project folders.

ClickUp Brain Behavior: Identifies essential preprocessing steps and organizes them into a structured task list.

Compare data storage solutions focusing on scalability and access speed, using competitive analysis documents.

ClickUp Brain Behavior: Summarizes pros and cons from internal comparisons into an easy-to-digest format.

What are the latest visualization trends in big data analytics since 2023?

ClickUp Brain Behavior: Synthesizes patterns from recent research notes, industry reports, and internal presentations.

Summarize key pain points reported by data analysts in the Asia-Pacific region from feedback folders (tools, processes, collaboration).

ClickUp Brain Behavior: Extracts and ranks user feedback from surveys, notes, and support tickets to highlight critical issues.