Begin renaming chapter numbers
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 1: Creating Your First Database and Table
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### Chapter 1: Setting Up Your Environment
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Introduces PostgreSQL, the pgAdmin user interface, and the code for loading a simple data set about teachers into a new database.
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TK
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 2: Beginning Data Exploration with `SELECT`
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Explores basic SQL query syntax, including how to sort and filter data.
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### Chapter 1: Creating Your First Database and Table
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Introduces PostgreSQL, the pgAdmin user interface, and the code for loading a simple data set about teachers into a new database.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 3: Understanding Data Types
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### Chapter 2: Beginning Data Exploration with `SELECT`
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Explores basic SQL query syntax, including how to sort and filter data.
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Explains the definitions for setting columns in a table to hold specific types of data, from text to dates to various forms of numbers.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 4: Importing and Exporting Data
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### Chapter 3: Understanding Data Types
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Explains the definitions for setting columns in a table to hold specific types of data, from text to dates to various forms of numbers.
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Explains how to use SQL commands to load data from external files and then export it. You’ll load a table of U.S. Census population data that you’ll use throughout the book.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 5: Basic Math and Stats with SQL
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Covers arithmetic operations and introduces aggregate functions for finding sums, averages, and medians.
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### Chapter 4: Importing and Exporting Data
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Explains how to use SQL commands to load data from external files and then export it. You’ll load a table of U.S. Census population data that you’ll use throughout the book.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 6: Joining Tables in a Relational Database
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### Chapter 5: Basic Math and Stats with SQL
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Covers arithmetic operations and introduces aggregate functions for finding sums, averages, and medians.
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Explains how to query multiple, related tables by joining them on key columns. You’ll learn how and when to use different types of joins.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 7: Table Design that Works for You
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Covers how to set up tables to improve the organization and integrity of your data as well as how to speed up queries using indexes.
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### Chapter 6: Joining Tables in a Relational Database
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Explains how to query multiple, related tables by joining them on key columns. You’ll learn how and when to use different types of joins.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 8: Extracting Information by Grouping and Summarizing
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### Chapter 7: Table Design that Works for You
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Covers how to set up tables to improve the organization and integrity of your data as well as how to speed up queries using indexes.
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Explains how to use aggregate functions to find trends in U.S. library use based on annual surveys.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 9: Inspecting and Modifying Data
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### Chapter 8: Extracting Information by Grouping and Summarizing
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Explains how to use aggregate functions to find trends in U.S. library use based on annual surveys.
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Explores how to nd and x incomplete or inaccurate data using a collection of records about meat, egg, and poultry producers as an example.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 10: Statistical Functions in SQL
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### Chapter 9: Inspecting and Modifying Data
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Introduces correlation, regression, and ranking functions in SQL to help you derive more meaning from data sets.
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Explores how to nd and x incomplete or inaccurate data using a collection of records about meat, egg, and poultry producers as an example.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 11: Working with Dates and Times
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Explains how to create, manipulate, and query dates and times in your database, including working with time zones, using data on New York City taxi trips and Amtrak train schedules.
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### Chapter 10: Statistical Functions in SQL
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Introduces correlation, regression, and ranking functions in SQL to help you derive more meaning from data sets.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 12: Advanced Query Techniques
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Explains how to use more complex SQL operations, such as subqueries and cross tabulations, and the CASE statement to reclassify values in a data set on temperature readings.
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### Chapter 11: Working with Dates and Times
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Explains how to create, manipulate, and query dates and times in your database, including working with time zones, using data on New York City taxi trips and Amtrak train schedules.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 13: Mining Text to Find Meaningful Data
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### Chapter 12: Advanced Query Techniques
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Explains how to use more complex SQL operations, such as subqueries and cross tabulations, and the CASE statement to reclassify values in a data set on temperature readings.
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Covers how to use PostgreSQL’s full text search engine and regular expressions to extract data from unstructured text, using a collection of speeches by U.S. presidents as an example.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 14: Analyzing Spatial Data with PostGIS
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### Chapter 13: Mining Text to Find Meaningful Data
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Introduces data types and queries related to spatial objects, which will let you analyze geographical features like states, roads, and rivers.
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Covers how to use PostgreSQL’s full text search engine and regular expressions to extract data from unstructured text, using a collection of speeches by U.S. presidents as an example.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 15: Saving Time with Views, Functions, and Triggers:
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### Chapter 14: Analyzing Spatial Data with PostGIS
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Introduces data types and queries related to spatial objects, which will let you analyze geographical features like states, roads, and rivers.
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Explains how to automate database tasks so you can avoid repeating routine work.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 16: Using PostgreSQL from the Command Line
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### Chapter 16: JSON:
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TKTK
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Covers how to use text commands at your computer’s command prompt to connect to your database and run queries.
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 17: Maintaining Your Database:
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### Chapter 15: Saving Time with Views, Functions, and Triggers:
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Explains how to automate database tasks so you can avoid repeating routine work.
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Provides tips and procedures for tracking the size of your database, customizing settings, and backing up data.
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Chapter_18/README.md
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Chapter_18/README.md
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## Practical SQL
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 16: Using PostgreSQL from the Command Line
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Covers how to use text commands at your computer’s command prompt to connect to your database and run queries.
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Chapter_19/README.md
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Chapter_19/README.md
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## Practical SQL
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[PracticalSQL](https://www.nostarch.com/practicalSQL) by Anthony DeBarros is [available from No Starch Press](https://www.nostarch.com/practicalSQL).
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### Chapter 17: Maintaining Your Database:
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Provides tips and procedures for tracking the size of your database, customizing settings, and backing up data.
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state_regions.csv
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state_regions.csv
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st,region
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AK,Pacific
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AL,East South Central
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AR,West South Central
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AS,Outlying Area
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AZ,Mountain
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CA,Pacific
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CO,Mountain
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CT,New England
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DC,South Atlantic
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DE,South Atlantic
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FL,South Atlantic
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GA,South Atlantic
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GU,Outlying Area
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HI,Pacific
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IA,West North Central
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ID,Mountain
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IL,East North Central
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IN,East North Central
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KS,West North Central
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KY,East South Central
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LA,West South Central
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MA,New England
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MD,South Atlantic
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ME,New England
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MI,East North Central
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MN,West North Central
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MO,West North Central
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MP,Outlying Area
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MS,East South Central
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MT,Mountain
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NC,South Atlantic
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ND,West North Central
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NE,West North Central
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NH,New England
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NJ,Middle Atlantic
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NM,Mountain
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NV,Mountain
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NY,Middle Atlantic
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OH,East North Central
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OK,West South Central
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OR,Pacific
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PA,Middle Atlantic
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PR,Outlying Area
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RI,New England
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SC,South Atlantic
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SD,West North Central
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TN,East South Central
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TX,West South Central
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UT,Mountain
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VA,South Atlantic
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VI,Outlying Area
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VT,New England
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WA,Pacific
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WI,East North Central
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WV,South Atlantic
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WY,Mountain
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