1 Table of Contents: “... -- Scrubbing Data -- Exploring Data -- Modeling Data -- Interpreting Data -- Intermezzo Chapters -- What...”

2 “... to quickly obtain, scrub, explore, and model your data. To get you started--whether you're on Windows, OS X...”

3 Table of Contents: “...Basic reports and history -- Cross-tabulations -- Dimension tables -- Data migration and scrubbing...”

4 Table of Contents: “... handling -- Data profiling and scrubbing -- Logging and auditing -- Heterogeneous sources and destinations...”

5 Table of Contents: “...) -- Requirements scrubbing -- Reuse -- Signing up -- Spiral lifecycle model -- Staged delivery-- Theory-W...”

6 Table of Contents: “...The runTestOnUiThread helper methodThe ActivityTestCase class -- The scrubClass method...”

7 Table of Contents: “... Periods -- 9.5.4 Self-Updating Views -- 9.6 History Tables -- 9.6.1 Audit Trails -- 10 Scrubbing Data...”

8 Table of Contents: “...Chapter 3: Scrub-a-Dub-Dub: Cleaning DataEditing Your Imported Workbook; Cleaning Data with Text...”

9 Table of Contents: “... -- PUZZLE 72: SCHEDULING SERVICE CALLS -- PUZZLE 73: A LITTLE DATA SCRUBBING -- PUZZLE 74: DERIVED TABLES...”

10 Table of Contents: “...Record Validation and Data Scrubbing -- Increasing Immutability -- Creating Modified Copies...”

11 Table of Contents: “... -- References -- Chapter 5: Data Cleansing and Transformation -- Technical requirements -- Scrubbing your data...”

12 Table of Contents: “... Optimization (ADO) -- Global Index Maintenance: Drop and Truncate Partition Operations -- ASM Disk Scrubbing...”

13 Table of Contents: “... Transformation Tutorial; Typical Mainframe ETL with Data Scrubbing; Looping and the Dynamic Task; Summary...”

14 Table of Contents: “.... Deidentifiers and Reidentifiers; 5.4. Data Scrubbing; 5.5. Data Encryption and Authentication; 5.6. Timestamps...”

15 Table of Contents: “... Identifiers; Section 3.6. Deidentification and Reidentification; Section 3.7. Case Study: Data Scrubbing...”

16 Table of Contents: “... -- Querying a data source -- It's Sometimes a Raw Deal -- Chapter 5 Scrub-a-Dub-Dub: Cleaning Data -- Editing...”

17 Table of Contents: “... Replication -- Data Sampling -- Data Scrubbing -- Data Sketch/Synopsis -- Data Skew -- Data Storage...”

18 Table of Contents: “... Replication -- Data Sampling -- Data Scrubbing -- Data Sketch/Synopsis -- Data Skew -- Data Storage...”

19 Table of Contents: “... Replication -- Data Sampling -- Data Scrubbing -- Data Sketch/Synopsis -- Data Skew -- Data Storage...”

20 “... exploratory data analysis, data scrubbing, and pre-model algorithms, equipping you with the skills...”