Data Modeling & Metrics StrategyBethany Mckinzie
You’ll finish with a clear, documented data model and metrics blueprint—ready to plug directly into dashboards, automation, or AI tools.
What's included
Data Modeling & Metrics Strategy
Build a smarter foundation for your data.
I help organizations define key metrics, map data relationships, and design the structure behind effective dashboards and analytics—so your insights are accurate, scalable, and decision-ready.
KPI & metric framework
Identify which metrics actually reflect success for your business and document clear definitions for each.
Data schema mapping
Outline how data flows between sources (e.g., CRM → Sales → Finance) so reporting stays accurate and scalable.
Relationship model diagram
Visual chart showing how clients, projects, teams, and revenue streams connect across tools.
Calculation logic & naming standards
Establish consistent formulas and labels (e.g., “Revenue per Client,” “Utilization Rate”) to eliminate confusion.
Tool recommendations & setup plan
Suggestions for the best platforms (Google Sheets, Airtable, Power BI, Looker Studio) and how to structure data within them.
Loom walkthrough or 1:1 strategy session
Review of your final model, explanation of how to expand it, and next steps for dashboard or AI integration.
Starting at$600
Duration10 days
Tags
MATLAB
Microsoft Excel
pandas
Tableau
Data Analyst
Data Modelling Analyst
Data Scientist
Service provided by
Bethany Mckinzie proJoplin, USA
- 12
- Followers
Data Modeling & Metrics StrategyBethany Mckinzie
Starting at$600
Duration10 days
Tags
MATLAB
Microsoft Excel
pandas
Tableau
Data Analyst
Data Modelling Analyst
Data Scientist
You’ll finish with a clear, documented data model and metrics blueprint—ready to plug directly into dashboards, automation, or AI tools.
What's included
Data Modeling & Metrics Strategy
Build a smarter foundation for your data.
I help organizations define key metrics, map data relationships, and design the structure behind effective dashboards and analytics—so your insights are accurate, scalable, and decision-ready.
KPI & metric framework
Identify which metrics actually reflect success for your business and document clear definitions for each.
Data schema mapping
Outline how data flows between sources (e.g., CRM → Sales → Finance) so reporting stays accurate and scalable.
Relationship model diagram
Visual chart showing how clients, projects, teams, and revenue streams connect across tools.
Calculation logic & naming standards
Establish consistent formulas and labels (e.g., “Revenue per Client,” “Utilization Rate”) to eliminate confusion.
Tool recommendations & setup plan
Suggestions for the best platforms (Google Sheets, Airtable, Power BI, Looker Studio) and how to structure data within them.
Loom walkthrough or 1:1 strategy session
Review of your final model, explanation of how to expand it, and next steps for dashboard or AI integration.
$600