Reports, Dashboards, Metrics Flashcards
What are two tools to share analysis with stakeholders?
- Reports
- Dashboards
What is a report?
A static collection of data given to stakeholders periodically
What is a dashboard
A dashboard monitors live, incoming data
What are pros of reports?
- Good for giving high level historical data
- Easy to design
- Pre-cleaned and sorted data
What are the cons of reports?
- Continual maintenance
- Less visually appealing
- Static
What are the pros of dashboards?
- Dynamic
- Automatic
- Interactive
- More stakeholder access
- Low maintenance
- Visually appealing
What are the cons of dashboards?
- Labor intensive design
- Can be confusing
- Data is potentially uncleaned
- Can overwhelm people with information
What is a pivot table?
A data summarization tool that is used in data processing. Pivot tables are used to summarize, sort, re-organize, group, count, total or average data stored in a database.
What is a metric?
- A single, quantifiable type of data that can be used for measurement
- They usually involve simple math
- They can be used in formulas
Example
Revenue=# Sales x Sales Price
ROI=Net Profit/Cost of Investment –An example of two metrics
What is a metric goal?
A measurable goal set by a company and evaluated using metrics
Example
Meet x number of monthly sales
Meet % of repeat customers
How does data become a metric?
- Data starts as a collection of raw facts
- Then we organize them into individual metrics that represent a single type of data
Example of a metric
Revenue by Sales Person
What are three types of Dashboards?
- Strategic
- Operational
- Analytical
What is a strategic dashboard?
- Focuses on long term goals and strategies at the highest level of metrics
- These dashboards provide information over the longest time frame from a single financial quarter to years.
- They typically contain information that is useful for enterprise-wide decision-making. For example, KPI’s.
What is an operational dashboard?
- These dashboards contain information on a time scale of days, weeks, or months, they can provide performance insight almost in real-time.
- These are, arguably, the most common type of dashboard.
- Allows businesses to track and maintain their immediate operational processes in light of their strategic goals. For example, monitoring customer service.
What is an analytic dashboard?
- An analytic dashboard contains a vast amount of data used by data analysts
- These dashboards contain the details involved in the usage, analysis, and predictions made by data scientists.
- The most technical type of dashboard
- Usually created and maintained by data science teams and rarely shared with upper management as they can be very difficult to understand. For example, metrics for a company’s financial performance.