ACIS Introduction to Data Analytics & Business Intelligence Verifiabilit y
Business Intelligence Data Analytics E-commerce Big Data* Methods Data Mining* Text Mining* OLAP* Visualization* Query Data Analytics E-commerce Big Data* Methods Data Mining* Text Mining* OLAP* Visualization* Query Database Benefits Components Database Benefits Components
Concept Map Data Analytics Implementation Verifiability Design Data Validation Protection Documentation
Objectives Explain the Verifiability Design Goal. Demonstrate Excel features often used to support verifiability.
Segment A: Verifiability
Answers From Big Data Data Agents Unstructured New Talent New Way of Thinking Opportunity
Spreadsheet Design Goals 1.Simplicity 2.Clarity 3.Verifiability 4.Accuracy 5.Efficiency
Verifiability Easy to understand Minimize erroneous data entry
Segment B: Understandability
Titles
Rename Worksheet Double-click sheet tab to change text
Headers & Footers
Comments
Range Names
Documentation Worksheet
Document Nashville Hotels Example Open the Nashville Hotels spreadsheet we worked with last class. Add appropriate documentation including: Sheet Name Headers and Footers Comments
Segment C: Data Validation
Define rules to limit data entry to reasonable values.
1.Which data cells may require data validation? 2.What rules can I establish to identify incorrect data? 3.Is this rule accurate 100% of the time? 4.What should my error message be? Data Validation Decisions
Data Validation Error Message
Data Validation First, select data range.
Enrollment Data Validation Example ACIS 1504 is usually capped at 2 sections of 500 per semester. Sometimes a few extra students are added to a section but that is rare. Apply data validation to the Enrollment worksheet to limit the entry a erroneous enrollment figures. Apply data validation to the Grades worksheet to ensure that each student is entered as a Freshman, Sophomore, Junior or Senior.
Hotel Data Validation Example Add Data Validation to the Nashville Hotels worksheet to ensure that a reasonable value is entered for the ROOMS field. Limit the PRICE field to the following entries: Budget, Economy, Midprice, Upscale, Luxury.
Segment D: Worksheet Protection
Restricts entry into cells containing headings and calculations.
1.Which cells require protection? 2.Which cells need to be unlocked? Worksheet Protection Decisions
Worksheet Protection Error Message
Worksheet Protection (Step 1)
Worksheet Protection (Step 2)
Enrollment Protection Example Setup the Enrollment worksheet so that only enrollment figures can be modified.
Hotel Protection Example Select Sheet 2 of the Nashville Hotels workbook. Assume that you may want to add new hotel information in the future. You may want to add another property to an existing hotel entry or you may need to add a completely new chain. Setup worksheet protection.