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Welcome to Preparing Data for Analysis and Reporting. I’m Kari Richardson. Since 1992, I’ve been a Technical Training Consultant in SAS Education, where I’ve taught a wide variety of SAS classes. In the most recent years, I mainly teach classes from the Data Management Space of SAS Products.

I’ve worked with customers from a wide variety of fields to help them learn how to understand and improve their data so informed decisions can be made. This course addresses DataFlux Data Management Studio, where you’ll learn to understand the data through Data Explorations and Data Profiles, take actions on issues discovered with the data, with data jobs, and understand how to set up monitoring aspects.

In addition, a software component that’s used in conjunction with DataFlux Data Management Studio is the Quality Knowledge Base, or QKB. Another portion of this class investigates the QKB, its component files, and a few of the most frequently used algorithms from the QKB, which are known definitions. Let’s get started.

Course Curriculum

Chapter 1 Introduction and Course Flow_Introduction
Chapter 1 Introduction and Course Flow_Introduction Details 00:00:00
1.1a Introduction to SAS Data Quality
1.1a Introduction to SAS Data Quality Details 00:00:00
1.1b Data Management Platform Architecture
1.1b Data Management Platform Architecture Details 00:00:00
1.1c Data Management Platform Architecture – Browser Applications
1.1c Data Management Platform Architecture – Browser Applications Details 00:00:00
1.1d DataFlux Data Management Methodology
1.1d DataFlux Data Management Methodology Details 00:00:00
1.2 Course Tasks and Data
1.2 Course Tasks and Data Details 00:00:00
Chapter 2 DataFlux® Data Management Studio Getting Started Introduction
Chapter 2 DataFlux Data Management Studio Getting Started Introduction Details 00:00:00
2.1a DataFlux Data Management Terminology
2.1a DataFlux Data Management Terminology Details 00:00:00
2.1b Demo - Navigating the DataFlux Data Management Studio Interface
2.1b Demo – Navigating the DataFlux Data Management Studio Interface Details 00:00:00
2.1c What Is a Repository
2.1c What Is a Repository Details 00:00:00
2.1d Demo-Creating a Data Management Studio Repository Demo Steps
2.1d Demo-Creating a Data Management Studio Repository Demo Steps Details 00:00:00
2.2a QKB and Reference Sources
2.2a QKB and Reference Sources Details 00:00:00
2.2b Demo-Verifying the Course QKB and Reference Sources Demo Steps
2.2b Demo-Verifying the Course QKB and Reference Sources Demo Steps Details 00:00:00
2.3a What Is a Data Connection
2.3a What Is a Data Connection Details 00:00:00
2.3b Demo Working with Data Connection Part 1 Demo Steps
2.3b Demo Working with Data Connection Part 1 Details 00:00:00
2.3c Demo Working with Data Connection Part 2 Demo Steps
2.3c Demo Working with Data Connection Part 2 Details 00:00:00
3.1a What is a Data Collection
3.1a What Is a Data Collection Details 00:00:00
3.1b Demo- Creating a Collection of Descriptive Fields Demo Steps
3.1b Demo- Creating a Collection of Descriptive Fields Details 00:00:00
3.2a What Is a Data Exploration
3.2a What Is a Data Exploration Details 00:00:00
3.2b Demo-Creating and Exploring a Data Exploration - Part 1 Demo Steps
3.2b Demo-Creating and Exploring a Data Exploration – Part 1 Details 00:00:00
3.2c Demo-Creating and Exploring a Data Exploration - Part 2 Demo Steps
3.2c Demo-Creating and Exploring a Data Exploration – Part 2 Details 00:00:00
3.3a What Is a Data Profile?
3.3a What Is a Data Profile? Details 00:00:00
3.3b Demo-Creating and Exploring a Data Profile - Part 1 Demo Steps
3.3b Demo-Creating and Exploring a Data Profile – Part 1 Details 00:00:00
3.3c Demo-Creating and Exploring a Data Exploration - Part 2 Demo Steps
3.3c Demo-Creating and Exploring a Data Exploration – Part 2 Demo Steps Details 00:00:00
3.3e Data Profiling- Text Files
3.3e Data Profiling- Text Files Details 00:00:00
3.3f Demo-Profiling Data Using Text File Input Demo Steps
3.3f Demo-Profiling Data Using Text File Input Details 00:00:00
3.3g Data Profiling-SQL Query versus Filtered Tables
3.3g Data Profiling-SQL Query versus Filtered Tables Details 00:00:00
3.3h Demo-Profiling Data Using a Filtered Table and an SQL Query Input Demo Steps
3.3h Demo-Profiling Data Using a Filtered Table and an SQL Query Input Details 00:00:00
3.3i Demo-Profiling Data Using a Collection
3.3i Demo-Profiling Data Using a Collection Details 00:00:00
3.4a What Is a Standardization Scheme
3.4a What Is a Standardization Scheme Details 00:00:00
3.4b Demo-Creating a Phrase Standardization Scheme - Part 1
3.4b Demo-Creating a Phrase Standardization Scheme – Part 1 Details 00:00:00
3.4c Demo-Creating a Phrase Standardization Scheme - Part 2
3.4c Demo-Creating a Phrase Standardization Scheme – Part 2 Details 00:00:00
3.4d Demo-Creating an Element Standardization Scheme
3.4d Demo-Creating an Element Standardization Scheme Details 00:00:00
3.4e Demo-Importing a Standardization Scheme from a Text File
3.4e Demo-Importing a Standardization Scheme from a Text File Details 00:00:00
4.1a What Is a Data Job
4.1a What Is a Data Job Details 00:00:00
4.1b Demo-Setting DataFlux Data Management Studio Options
4.1b Demo-Setting DataFlux Data Management Studio Options Details 00:00:00
4.1c Data Inputs and Outputs
4.1c Data Inputs and Outputs Details 00:00:00
4.1d Demo-Creating and Running a Simple Data Job - Part 1
4.1d Demo-Creating and Running a Simple Data Job – Part 1 Details 00:00:00
4.1e Demo-Creating and Running a Simple Data Job - Part 2
4.1e Demo-Creating and Running a Simple Data Job – Part 2 Details 00:00:00
4.1f Demo-Creating and Running a Simple Data Job - Part 3
4.1f Demo-Creating and Running a Simple Data Job – Part 3 Details 00:00:00
4.1g Demo Creating and Running a Simple Data Job - Part 4
4.1g Demo Creating and Running a Simple Data Job – Part 4 Details 00:00:00
4.2a Data Quality Techniques
4.2a Data Quality Techniques Details 00:00:00
4.2b Demo Investigating Standardization, Parsing, and Casing - Part 1
4.2b Demo Investigating Standardization, Parsing, and Casing – Part 1 Details 00:00:00
4.2c Demo-Investigating Standardization, Parsing, and Casing - Part 2
4.2c Demo-Investigating Standardization, Parsing, and Casing – Part 2 Details 00:00:00
4.2d Identification Analysis vs. Right Fielding
4.2d Identification Analysis vs. Right Fielding Details 00:00:00
4.2e Demo-Investigating Right Fielding and Identification Analysis - Part 1
4.2e Demo-Investigating Right Fielding and Identification Analysis – Part 1 Details 00:00:00
4.2f Demo-Investigating Right Fielding and Identification Analysis - Part 2
4.2f Demo-Investigating Right Fielding and Identification Analysis – Part 2 Details 00:00:00
4.2g Demo- Investigating Right Fielding and Identification Analysis - Part 3
4.2g Demo- Investigating Right Fielding and Identification Analysis – Part 3 Details 00:00:00
4.2h Demo- Investigating Right Fielding and Identification Analysis - Part 4
4.2h Demo- Investigating Right Fielding and Identification Analysis – Part 4 Details 00:00:00
4.2j Demo-Applying a Standardization Definition and a Standardization Scheme - Part 1
4.2j Demo-Applying a Standardization Definition and a Standardization Scheme – Part 1 Details 00:00:00
4.2k Demo Applying a Standardization Definition and a Standardization Scheme - Part 2
4.2k Demo Applying a Standardization Definition and a Standardization Scheme – Part 2 Details 00:00:00
4.3a Address Verification and Geocoding
4.3a Address Verification and Geocoding Details 00:00:00
4.4a Match Codes
4.4a Match Codes Details 00:00:00
4.4b Clustering
4.4b Clustering Details 00:00:00
4.4c Demo-Creating a Data Job to Cluster Records - Part 1
4.4c Demo-Creating a Data Job to Cluster Records – Part 1 Details 00:00:00
4.4d Demo-Creating a Data Job to Cluster Records - Part 2
4.4d Demo-Creating a Data Job to Cluster Records – Part 2 Details 00:00:00
4.4f Entity Resolution
4.4f Entity Resolution Details 00:00:00
4.4g Demo-Creating an Entity Resolution Job - Part 1
4.4g Demo-Creating an Entity Resolution Job – Part 1 Details 00:00:00
4.4h Demo-Creating an Entity Resolution Job - Part 2
4.4h Demo-Creating an Entity Resolution Job – Part 2 Details 00:00:00
5.1a What Is a Business Rule
5.1a What Is a Business Rule Details 00:00:00
5.1b Demo-Creating a Row-Based Business Rule
5.1b Demo-Creating a Row-Based Business Rule Details 00:00:00
5.2a Using a Business Rule in a Data Profile
5.2a Using a Business Rule in a Data Profile Details 00:00:00
5.2b Demo- Adding a Business Rule and an Alert to a Profile Demo Steps
5.2b Demo- Adding a Business Rule and an Alert to a Profile Demo Steps Details 00:00:00
5.2c Demo-Creating a Historical Visualization
5.2c Demo-Creating a Historical Visualization Details 00:00:00
5.3a Execute Business Rule Node
5.3a Execute Business Rule Node Details 00:00:00
5.3b Demo-Using a Business Rule in a Data Job
5.3b Demo-Using a Business Rule in a Data Job Details 00:00:00
5.4a Monitoring Tasks
5.4a Monitoring Tasks Details 00:00:00
5.4b Demo Creating a Monitoring Job for a Row-Based Rule - Part 1
5.4b Demo Creating a Monitoring Job for a Row-Based Rule – Part 1 Details 00:00:00
5.4c Demo Creating a Monitoring Job for a Row-Based Rule - Part 2
5.4c Demo Creating a Monitoring Job for a Row-Based Rule – Part 2 Details 00:00:00
5.4d Demo-Creating Another Monitoring Job Calling the Same Task
5.4d Demo-Creating Another Monitoring Job Calling the Same Task Details 00:00:00
5.4f Demo-Creating a Monitoring Job for a Set-Based Rule
5.4f Demo-Creating a Monitoring Job for a Set-Based Rule Details 00:00:00
5.4g Monitoring Dashboards
5.4g Monitoring Dashboards Details 00:00:00
5.4h Demo Viewing the Monitor Dashboard
5.4h Demo Viewing the Monitor Dashboard Details 00:00:00
6.1a Multi-Input Multi-Output Example -Customer Matches
6.1a Multi-Input Multi-Output Example -Customer Matches Details 00:00:00
6.1b Demo Multi-Input and Multi-Output Data Job - Customer Matches
6.1b Demo Multi-Input and Multi-Output Data Job – Customer Matches Details 00:00:00
6.2a Data Job References
6.2a Data Job References Details 00:00:00
6.2b Demo- Reviewing a Data Job That Uses a Data Job Reference
6.2b Demo- Reviewing a Data Job That Uses a Data Job Reference Details 00:00:00
6.3a What Is the DataFlux Data Management Server
6.3a What Is the DataFlux Data Management Server Details 00:00:00
6.3b Working with the Data Management Server
6.3b Working with the Data Management Server Details 00:00:00
7.1a Introduction to SAS Data Quality and the QKB
7.1a Introduction to SAS Data Quality and the QKB Details 00:00:00
7.1b Demo Creating a Backup and Activating the Course QKB
7.1b Demo Creating a Backup and Activating the Course QKB Details 00:00:00
7.2a Organization of the QKB
7.2a Organization of the QKB Details 00:00:00
7.2b Opening a QKB
7.2b Opening a QKB Details 00:00:00
7.2c Demo- Investigating the Structure of the QKB
7.2c Demo- Investigating the Structure of the QKB Details 00:00:00
8.1a What Is a Chop Table
8.1a What Is a Chop Table Details 00:00:00
8.1b Demo- Exploring the Chop Table Editor
8.1b Demo- Exploring the Chop Table Editor Details 00:00:00
8.1c What is Vocabulary
8.1c What is Vocabulary Details 00:00:00
8.1d Demo-Exploring the Vocabulary Editor
8.1d Demo-Exploring the Vocabulary Editor Details 00:00:00
8.1e What Is Grammar
8.1e What Is Grammar Details 00:00:00
8.1f Demo-Exploring the Grammar Editor
8.1f Demo-Exploring the Grammar Editor Details 00:00:00
8.1g What Is a Regular Expression
8.1g What Is a Regular Expression Details 00:00:00
8.1h Demo-Exploring the Regex Library Editor
8.1h Demo-Exploring the Regex Library Editor Details 00:00:00
8.1i What Is Phonetics
8.1i What Is Phonetics Details 00:00:00
8.1j Demo Exploring the Phonetics Editor
8.1j Demo Exploring the Phonetics Editor Details 00:00:00
8.1k What Is a Standardization Scheme
8.1k What Is a Standardization Scheme Details 00:00:00
8.1l Demo-Exploring the Scheme Builder
8.1l Demo-Exploring the Scheme Builder Details 00:00:00
8.2a What Is a Data Type
8.2a What Is a Data Type Details 00:00:00
8.2b Demo Viewing Data Types and Tokens
8.2b Demo Viewing Data Types and Tokens Details 00:00:00
8.3 What Is a Definition
8.3 What Is a Definition Details 00:00:00
9.1a What Is a Parse Definition
9.1a What Is a Parse Definition Details 00:00:00
9.1b Demo Viewing and Testing the Name Parse Definition
9.1b Demo Viewing and Testing the Name Parse Definition Details 00:00:00
9.2a What Is a Standardization Definition
9.2a What Is a Standardization Definition Details 00:00:00
9.2b Demo Viewing and Testing the Name Standardization Definition
9.2b Demo Viewing and Testing the Name Standardization Definition Details 00:00:00
9.3a What Is a Match Definition
9.3a What Is a Match Definition Details 00:00:00
9.3b What Is a Sensitivity
9.3b What Is a Sensitivity Details 00:00:00
9.3c Demo Viewing and Testing the Name Match Definition
9.3c Demo Viewing and Testing the Name Match Definition Details 00:00:00
Chapter 1 Introduction and Course Flow_Objective
Chapter 1 Introduction and Course Flow_Objective Details 00:00:00
Chapter 2 DataFlux Data Management Studio Getting Started Objective
Chapter 2 DataFlux Data Management Studio Getting Started Objective Details 00:00:00
2.1e Excercise-Creating a Repository for Upcoming Excercises
2.1e Excercise-Creating a Repository for Upcoming Excercises Details 00:00:00
2.1e Excercise Solution-Creating a Repository for Upcoming Excercises
2.1e Excercise Solution-Creating a Repository for Upcoming Excercises Details 00:00:00
2.1f Excercise-Updating a Set of Default Folders for the Basics Excercises Repository
2.1f Excercise-Updating a Set of Default Folders for the Basics Excercises Repository Details 00:00:00
2.1f Excercise Solution-Updating a Set of Default Folders for the Basics Excercises Repository
2.1f Excercise Solution-Updating a Set of Default Folders for the Basics Excercises Repository Details 00:00:00
2.1g Excercise-Attaching to an Existing Repository
2.1g Excercise-Attaching to an Existing Repository Details 00:00:00
2.1g Excercise Solution-Attaching to an Existing Repository
2.1g Excercise Solution-Attaching to an Existing Repository Details 00:00:00
2.3d Excercise-Viewing and Graphing a Database Table
2.3d Excercise-Viewing and Graphing a Database Table Details 00:00:00
2.3d Excercise Solution-Viewing and Graphing a Database Table
2.3d Excercise Solution-Viewing and Graphing a Database Table Details 00:00:00
3.1c Excercise-Creating a Collection of Data Fields
3.1c Excercise-Creating a Collection of Data Fields Details 00:00:00
3.1c Excercise Solution-Creating a Collection of Data Fields
3.1c Excercise Solution-Creating a Collection of Data Fields Details 00:00:00
3.2d Excercise-Creating a Collection of Phone Numbers in the Basics Demo Repository (Optional)
3.2d Excercise-Creating a Collection of Phone Numbers in the Basics Demo Repository (Optional) Details 00:00:00
3.2d Excercise Solution-Creating a Collection of Phone Numbers in the Basics Demo Repository (Optional)
3.2d Excercise Solution-Creating a Collection of Phone Numbers in the Basics Demo Repository (Optional) Details 00:00:00
3.3d Excercise Priofiling Tables in the dfConglomerate Grocery Data Connection
3.3d Excercise Priofiling Tables in the dfConglomerate Grocery Data Connection Details 00:00:00
3.3d Excercise Solution- Priofiling Tables in the dfConglomerate Grocery Data Connection
3.3d Excercise Solution- Priofiling Tables in the dfConglomerate Grocery Data Connection Details 00:00:00
3.4f Excercise- Creating a Scheme from the CONTACT_CNTRY Field
3.4f Excercise- Creating a Scheme from the CONTACT_CNTRY Field Details 00:00:00
3.4f Excercise Solution- Creating a Scheme from the CONTACT_CNTRY Field
3.4f Excercise Solution- Creating a Scheme from the CONTACT_CNTRY Field Details 00:00:00
3.4g Excercise-Importing a Scheme from a Text File
3.4g Excercise-Importing a Scheme from a Text File Details 00:00:00
3.4g Excercise Solution- Importing a Scheme from a Text File
3.4g Excercise Solution- Importing a Scheme from a Text File Details 00:00:00
Chapter 4 ACT Introduction
Chapter 4 ACT Introduction Details 00:00:00
Chapter 3 PLAN Introduction
Chapter 3 PLAN Introduction Details 00:00:00
Chapter 3 PLAN Objectives
Chapter 3 PLAN Objectives Details 00:00:00
Chapter 4 ACT Objectives
Chapter 4 ACT Objectives Details 00:00:00
4.1h Excercise-Creating a Simple Data Job
4.1h Excercise-Creating a Simple Data Job Details 00:00:00
4.1h Excercise Solution-Creating a Simple Data Job
4.1h Excercise Solution-Creating a Simple Data Job Details 00:00:00
4.2i Excercise-Creating a Standardization and Parsing a Data Job
4.2i Excercise-Creating a Standardization and Parsing a Data Job Details 00:00:00
4.3b Self-Study-Data Enrichment Jobs
4.3b Self-Study-Data Enrichment Jobs Details 00:00:00
4.4e Exercise Creating a Data Job to Cluster Records
4.4e Exercise Creating a Data Job to Cluster Records Details 00:00:00
4.4e Exercise Solution Creating a Data Job to Cluster Records
4.4e Exercise Solution Creating a Data Job to Cluster Records Details 00:00:00
4.4i Demo-Creating an Entity Resolution Job - Part 3
4.4i Demo-Creating an Entity Resolution Job – Part 3 Details 00:00:00
4.4j- Exercise Creating an Entity Data Resolution Data Job
4.4j- Exercise Creating an Entity Data Resolution Data Job Details 00:00:00
4.4j- Exercise Solution Creating an Entity Data Resolution Data Job
4.4j- Exercise Solution Creating an Entity Data Resolution Data Job Details 00:00:00
4.4k- Self-Study Demo Creating a Data Job to Compare Clusters
4.4k- Self-Study Demo Creating a Data Job to Compare Clusters Details 00:00:00
Chapter 5 MONITOR Introduction
Chapter 5 MONITOR Introduction Details 00:00:00
Chapter 5 MONITOR Objectives
Chapter 5 MONITOR Objectives Details 00:00:00
5.1c Excercise-Creating a Row-Based Rule
5.1c Excercise-Creating a Row-Based Rule Details 00:00:00
5.1c Excercise Solution-Creating a Row-Based Rule
5.1c Excercise Solution-Creating a Row-Based Rule Details 00:00:00
5.2d Excercise-Adding a Business Rule and an alert to a Profile
5.2d Excercise-Adding a Business Rule and an alert to a Profile Details 00:00:00
5.2d Excercise Solution-Adding a Business Rule and an alert to a Profile
5.2d Excercise Solution-Adding a Business Rule and an alert to a Profile Details 00:00:00
5.3c Excercise-Executing a Business Rule in a Data Job
5.3c Excercise-Executing a Business Rule in a Data Job Details 00:00:00
5.3c Excercise Solution-Executing a Business Rule in a Data Job
5.3c Excercise Solution-Executing a Business Rule in a Data Job Details 00:00:00
5.4i Excercise-Creating a Monitoring Job for a Group-Based Rule
5.4i Excercise-Creating a Monitoring Job for a Group-Based Rule Details 00:00:00
Chapter 6 Additional Topics IntroductionChapter 6 Additional Topics Introduction
Chapter 6 Additional Topics Introduction Details 00:00:00
Chapter 6 Additional Topics Objectives
Chapter 6 Additional Topics Objectives Details 00:00:00
6.1c Excercise- Creating Multi-Input and Multi-Output Data Job (Optional)
6.1c Excercise- Creating Multi-Input and Multi-Output Data Job (Optional) Details 00:00:00
6.1c Excercise Solution- Creating Multi-Input and Multi-Output Data Job (Optional)
6.1c Excercise Solution- Creating Multi-Input and Multi-Output Data Job (Optional) Details 00:00:00
6.2c Excercise- Creating a Data Job Reference (Optional)
6.2c Excercise- Creating a Data Job Reference (Optional) Details 00:00:00
6.2c Excercise Solution- Creating a Data Job Reference (Optional)
6.2c Excercise Solution- Creating a Data Job Reference (Optional) Details 00:00:00
6.2d Excercise- Creating a Data Job that uses Data Job Reference
6.2d Excercise- Creating a Data Job that uses Data Job Reference Details 00:00:00
6.2d Excercise Solution- Creating a Data Job that uses Data Job Reference
6.2d Excercise Solution- Creating a Data Job that uses Data Job Reference Details 00:00:00
6.3c Self Study Defining a Shared Data Management Server
6.3c Self Study Defining a Shared Data Management Server Details 00:00:00
6.3d Running Jobs and Profiles from the Command Line
6.3d Running Jobs and Profiles from the Command Line Details 00:00:00
Chapter 7-SAS Quality Knowledge Base (QKB) and Customization Introduction
Chapter 7-SAS Quality Knowledge Base (QKB) and Customization Introduction Details 00:00:00
Chapter 7-SAS Quality Knowledge Base (QKB) and Customization Objectives
Chapter 7-SAS Quality Knowledge Base (QKB) and Customization Objectives Details 00:00:00
Chapter 8 Component Files, Definitions, and Data Types Intoduction
Chapter 8 Component Files, Definitions, and Data Types Intoduction Details 00:00:00
Chapter 8 Component Files, Definitions, and Data Types Objectives
Chapter 8 Component Files, Definitions, and Data Types Objectives Details 00:00:00
Chapter 9 Parse, Match, and Standardization Definitions Introduction
Chapter 9 Parse, Match, and Standardization Definitions Introduction Details 00:00:00
Chapter 9 Parse, Match, and Standardization Definitions Objectives
Chapter 9 Parse, Match, and Standardization Definitions Objectives Details 00:00:00
Preparing Data for Analysis and Reporting- Course Overview
Preparing Data for Analysis and Reporting- Course Overview Details 00:00:00
5.4e Excercise-Creating a Monitoring Job for a Row-Based Rule
5.4e Excercise-Creating a Monitoring Job for a Row-Based Rule Details 00:00:00
5.4e Excercise Solution-Creating a Monitoring Job for a Row-Based Rule
5.4e Excercise Solution-Creating a Monitoring Job for a Row-Based Rule Details 00:00:00
5.4i Excercise Solution-Creating a Monitoring Job for a Group-Based Rule
5.4i Excercise Solution-Creating a Monitoring Job for a Group-Based Rule Details 00:00:00
4.2i Excercise Solution-Creating a Standardization and Parsing a Data Job
4.2i Excercise Solution-Creating a Standardization and Parsing a Data Job Details 00:00:00
3.3j Excercise-Profiling a Text File
3.3j Excercise-Profiling a Text File Details 00:00:00
3.3j Excercise Solution-Profiling a Text File
3.3j Excercise Solution-Profiling a Text File Details 00:00:00
7.2d Excercise-Exploring The structure of the QKB
7.2d Excercise-Exploring The structure of the QKB Details 00:00:00
7.2d Excercise Solution-Exploring The structure of the QKB
7.2d Excercise Solution-Exploring The structure of the QKB Details 00:00:00
Course Notes: Preparing Data for Analysis and Reporting File
Course Notes: Preparing Data for Analysis and Reporting File Details 00:00:00
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