introduction to relational databases milestone 3
); Which of the following is a correctly formatted INSERT statement that will Showing all album titles with artist's name. Modify this query so that it uses a different alias for the count of course IDs. insert into artist (artist_id, name) values (550, 'Lady Gaga'), (551, 'Ed Sheeran'), 47 terms. employee_id password VARCHAR (50) allowed files to be related by means of a common field. Defining indexes on columns is also a very important component in designing highly scalable databases, but we won't cover it in this workshop. It doesn't have to be. Here are the tables, structured as illustrated above, with some data in them. The database has rows and columns and a unique key for each data point. In this 4-hour workshop, participants will learn the basics of data modeling for relational databases (RDBMs), the relational database development process, and querying relational databases using SQL (Structured Query Language). 29 terms. columns? Information on how this database works, include its ER diagram, is available on the Mozilla Developer Network website. technique that helps us to reduce the occurrence of data anomalies and poor data integrity. Those columns are the ones we're asking for in the query, so the response is correct, since we're also asking for the date of publication from the Editions table, which in our results contains the correct values. 12 terms. any field or combo of that uniquely identifies a record. All of our tables pass this test: all of the non-key columns state a piece of data that describes the thing identified in the primary key column irrespective of the values of the other non-primary key columns in the row. Since primary keys need to be unique, we don't want to use something as the primary key that we can't trust to be unique. Activities and Societies: The Room. Compose an UPDATE statement that succeeds in bulk updating a result CREATE VIEW album_cost Given the initial tables in our example database, if the employee Andrew Adams wanted to add a new customer and put in an order, in what order should the table data be inserted? For example, if we wanted to manage a list of books, we would create a table that contained some data about those books: Each row in the table describes a single book, and the data is organized into columns, with each intersection of a row and a column containing a single piece of data. WHERE billing_country in ('France','USA','Canada') The ER diagram for the table (including the data types for each column) is: Before we populate and query our table, we need to create it. You may be wondering why we didn't use ISBN for the unique ID for each row in the Books table. different types. if a foreign key contains a value the value must refer to an existing record in the related table. logical structure. This statement creates a table called users that consists of the user_id as the primary key, the username, and password. Introduction to Relational Databases. But first, it will be useful to learn about data types. Sort by date of the class. ALTER TABLE student ADD CONSTRAINT student_number UNIQUE (student_number); Given the employee table and the data that it contains, assuming that you have the rights to modify the table, which of the following ALTER TABLE statements would work without errors? What is the Relational Model? These tests are known as the "normal forms", which are numbered the First, Second, and Third Normal Forms. successfully add a record into the genre table? If there are any exceptions, our database can't handle them. It must be set to Auto Increment. done to ensure uniqueness. (c) $\left[\mathrm{H}_3 \mathrm{O}^{+}\right]=2.2 \times 10^{-6} \mathrm{M}$ a candidate key that has been chosen to identify unique records in a particular table. Because each book can have many authors, and each author can have written more than one book, we say that books and authors have a "many-to-many" relationship with each other. CREATE USER davida WITH PASSWORD 'j3SoFH3'. Some RDBMSs, like Microsoft Access and Filemaker, include full graphical user interfaces to creating and querying databases. Each of the tables are similar to an Excel spreadsheet, with a fixed number of named columns (the attributes or properties of the table) and any number of rows of data. This mode requires database transaction processing support, that is to say, offset-commit and data processing must be performed in the same database environment that provides transaction processing support. filter the tracks table to find the tracks that have at least 3 composers by A relational database stores data in the form of relations (tables). Compose an INSERT INTO statement that adds a single record to an existing table, including all necessary (non NULL) fields. Put another way, the "scope" of our database is the classes, courses they are part of, and the locations they are held in. The dump contains all the SQL commands (and data, if there is any) required to recreate the database. But if your data can be represented as tables (and with careful entity-relationship modeling and normalization, a surprising variety of data can be), relational databases are probably the best choice for managing that data. learning HTML and programming. Relational databases are remarkably flexible and powerful, but they are not the best tool for every job. Due Date: 07 Jul 2021. user_id SERIAL PRIMARY KEY, email VARCHAR NOT NULL ); INSERT INTO mailinglist (email) SELECT email FROM customer WHERE country = 'USA'; Given the new table, which insert statement would query from the customer table to insert the first name, last name, and phone number of all customers in the right columns? the next step is database integration. Note that the order of the columns is not the same as in the diagrams: Now that we have a structure for our database, and have seen some sample data, we can move on to querying the database. For some attributes, we'll ask some questions we need to flesh out more fully later on. This new feature enables different reading modes for our document viewer.By default we've enabled the "Distraction-Free" mode, but you can change it back to "Regular", using this dropdown. number_straight_sides: The number of straight sides the shape has. The process of developing the structure of a relational database is iterative. always better to choose the key that has the least fields for the primary key. 11, No. STUDENT IMPORTANT TERMINOLOGIES c.) The order of the IDs reflects the order in which the rows were added to the tables. The database contains a "books" table, a "publication_place" table, and a more general "place" table. To invoke MySQL's client as the database's root user on Linux, you run the command mysql -uroot -p. After providing the root user's password, you enter the MySQL shell, which looks like this: You then issue SQL and MySQL-specific commands within the MySQL shell, like this: Other command-line clients exist for specific purposes. FROM track 2022 Oct. black bass hotel haunted No Comments. WHERE genre_id in (1,2). For example, if you wanted to add a book entry to the database we saw in the overview section, you'd also want to add at least one linked record for the book's edition. unit_price that fit these criteria. Which of these SELECT statements would successfully display exactly three MEcker_1. It is also important to differentiate greater than and less than with the equal to as a comparison. a development of relational. Also notice that even though classes have a data and time attribute, there is nothing in the classes table that indicates how long a class lasts. MySQL, PostgreSQL, and SQLite come with a command-line client. Test 3: Find all courses that only have one instructor. Download Answer 4 Milestone exam. We have four major types of DBMSs namely Hierarchical, Network, Relational, Object-Oriented. refers to the possible values each field can contain. Test 1: Find all the rows in the classes table for the course with ID 1, sorted by date of the class. More specifically, a database is an electronic system that allows data to be easily accessed, manipulated and updated. shape_id: This is the primary key for the table. The statement should create a table called 'users' that consists of the user_id as the primary key that is auto-incremented, the username, and password. How many groups have more than 30 tracks? user_id int PRIMARY KEY, Group the invoices by. UPDATE customer SELECT email FROM customer Relations (or tables) store information about the world Attribute (or column) is a property of a specific object represented by a relation Tuple (or row) is a specific object stored in a relation. Only the simplest databases do not require repeated testing and adjustment before they meet their intended goals. To document this requirement, we add a third column to the course_instructors table that describes each instructor's seniority level in a given course: This example passes the Second Normal Form because the "seniority" column in any row will apply to the specific combination of instructor and course. ); insert into video (video_name) values ('home video - first day of school' ), Using the SELECT statement, query the invoice table to find the average total ON album_id = track_id Now, delete the rows for the two shapes that you added. Select the data type that can only be classified as a number. J. Start the ER modeling by listing all of the entities you will need in your database. Simple domains are integers, strings. (a) What is the period of the Suns galactic motion? Using the GROUP BY clause and the count aggregate function, filter the track table grouped based on album_id. A corollary to this rule is that the data type for columns that are foreign keys should be the same as the data type for the primary key they link to. A database is an organized collection of data, generally stored and accessed electronically from a computer system. Centrum fr Informations- und Sprachverarbeitung - LMU Munich Firefox's use of SQLite demostrates that relational databases can be used in desktop applications as well as in web-based applications like blogs. UPDATE track SET composer = 'Alfred Hitch' WHERE album_id 5 OR album_id = 6. Even though we do not cover the distinctions between varchar and text, or introduce a lot of other data types, determining which data type a column should have is very important step in designing higly performant and optimized databases. I have finished all the content and now just need to take the exams. billing_country as either the USA, France, or Canada. a structure to allow us access to data or subset. 2. movie_id SERIAL PRIMARY KEY, SELECT name, track_id Now that we've seen how relational databases organize data, and how to use SQL to add, update, delete, and select data, we will take a look at how two well-known applications use relational databases, and then survey some tools commonly used to create custom Web-based database applications. tracks on album_id 5 rounded to the nearest dollar. postgres.sophia/ The following is a screen shot of the schema view of the BooksAuthors table in MySQL Workbench: This is the ER diagram created from the schema: The intended audience of RDBMS management applications is database developers and administrators. What are Databases? Introduction To refresh our memory, the word"query" alludes to any SQL statement that recovers information from your database. You signed in with another tab or window. If out test queries return any unexpected results, we need to re-evaluate our entities (and their attributes) and how the tables we have constructed are linked together. The following section provides one concrete example of this method. employee.first_name AS emp_first_name, employee.last_name AS emp_last_name FROM employee INNER JOIN customer ON employee.employee_id = customer.support_rep_id; SELECT * FROM customer_support ORDER BY emp_last_name, cust_last_name; CREATE VIEW employee_support AS SELECT employee.first_name, employee.last_name, count(*) as customer_count FROM employee INNER JOIN customer ON employee.employee_id = customer.support_rep_id GROUP BY employee.first_name, employee.last_name; SELECT * FROM employee_support ORDER BY customer_count; Which of the following statements would be valid DROP VIEW statements to remove the two views that will display an error if either view doesn't exist? Module 3: Business intelligence, Databases and business process management. Studies of the relationship of the Sun to our galaxythe Milky Wayhave revealed that the Sun is located near the outer edge of the galactic disc, about 30 000 ly (1 ly = $9.46 \times 1015$ m) from the center. burg_12. More complex domains can be defined with restrictions over these domains: a RIN is an 8 digit integer . Identify the correctly constructed ALTER TABLE statement to add a UNIQUE constraint to the column student_number with the constraint name student_number_unique on the table student. username VARCHAR (50) How many groups have more than 25 tracks? Given the following view that has been created, how would you query it to JOIN album AS alb In this course, you will gain an introduction to relational databases in SQL. Experienced database engineer and python developer. Oracle 12c, for example, has a JSON data type that can store JSON documents in the database (Bruno, 2018). INSERT INTO mailinglist (email) the values stored in the database. Identify the line of code that would generate an error in the following CREATE Using the WHERE clause, filter the invoice table to find the invoices that were invoiced after March 1st, 2009. For example, different manifestations of a book such as a paperback and an ebook usually have different ISBNs, and two different editions of a book can have different authors. Expand the list by adding all of your entities' attributes. WHERE album_cost > 10; Which of the following statements will be able to show the following result INNER JOIN album You will create database instances and populate them with tables. virtual table made up of a subset of the actual tables. offset-commit will only be done after . insert into album (album_id, title, artist_id) values (400, 'New Album', 5); insert into playlist (playlist_id, name) values (40, 'Top 40'), (41, 'Top 40'), (42, 'Top 40'); insert into album (artist_id, title, album_id) values (1, 'My Album', 348); COMMIT; insert into album (artist_id, title, album_id) values (1, 'My Album', 348); insert into playlist (playlist_id, name) values (30, 'New Age Playlist'), (31, 'Oldies'), (32, 'Road Trip'); UPDATE album SET title = 'Out of Exile [Disc 1]' WHERE album_id = 11; COMMIT; All SQL requests of a transaction must be completed, if not, the transaction must be aborted. In this workshop, we'll be interacting with our databases using a web-based management tool called Adminer. SELECT album_id, sum(unit_price) FROM track WHERE genre_id in (1,2). We suggest you open the tool in another browser tab while you are working on this assessment. Introduction to Relational Databases milestone 3 (1) .png - In each milestone. Using the BETWEEN operator, filter the album table to find the albums with the artist ID between 5 and 10. Answers to the homework, tests, and final. CREATE TABLE user( user_id serial PRIMARY KEY, username VARCHAR (50) password VARCHAR (50) ); Which of the following is a correctly formatted INSERT statement that will successfully add a record into the genre table? FROM genre department_id, Copyright 2023 StudeerSnel B.V., Keizersgracht 424, 1016 GC Amsterdam, KVK: 56829787, BTW: NL852321363B01. structured query language. Consider a relation STUDENT with attributes ROLL_NO, NAME, ADDRESS, PHONE, and AGE shown in Table 1. Sophia's Introduction to Relational Databases course will build mastery of foundational commands in SQL, with a focus on Postgresql. mandatory key prohibits the foreign from having a null value. following result set that would display the artist's name and the album's title? You'll also notice that in this last query, we referred to Books.book_id and Editions.book_id. ago You've already started it, finish it. Which of the following statement(s) would successfully delete the invoice_id 280 from the invoice table? For example, if the Department of Motor Vehicles had a database, you might find a table . Not having these attributes would mean that we could not match up rooms with courses (a very important function of a scheduling database). If your rows have attributes that you can be absolutley sure will be unique, you can use that attribute as a primary key, but it's usually safer, and a common convention, to let the RDBMS assign an automatically assigned number (an ordinary integer) as the primary key. case of the MOOC 'relational databases: understanding to master' students' point of view', Int. invoice_line_id 5 from the invoice_line table? hierarchical model where files are related in a parent or child manner. GROUP BY album_id, album; SELECT * FROM album_cost Identify the title of the individual listed. all have database management systems. would work without errors? product record. Columnar databases, sometimes called column-oriented databases, are database systems that store data in columns. As you can see from the sample data, some of the columns contain what look like simple numbers and some columns contain text. 12 terms. not keys. After that, draw (on paper or using a piece of software) some ER diagrams showing how the entities relate to each other, noting the primary keys and foreign keys, and join tables if necessary. Relational databases are very important as they have made a universal model for storing information and data. to insert the first name, last name, and phone number of all customers in the right allowed by foreign keys. Start Course for Free. 1question was answered incorrectly. Compose an INSERT statement that adds 3 records to an existing table in one statement. They support electronic storage and manipulation of data. Compose an INSERT INTO statement that adds a single record to an Introduction Many web developers are self-taught, learning HTML, then moving on to a programming language such as PHP. Once you have populated your database with a small set of rows for each table, perform some SQL queries whose results you can verify by inspecting the relevant tables. 2 sneksoup 10 mo. Query 1: find all the rows in the classes table for the course with ID 1. + Personal computer skills such as MICROSOFT OFFICE and relational database. Por favor, incluye toda la informacin, Ethics 3 - This is a practice exam. No specific methodology resulted in this addition; the person doing the modeling simply decided that, given the goal of this database, it would be useful to include instructors as an entity since they are so tightly associated with courses, and that it is likely that the person teaching the course may need to be notified in the event that a problem arose with the room where a class is being held. Limitations of RDBMS managemant applications, Exercise 3: Selecting data from the Class Scheduling database. Using the WHERE and HAVING clauses, filter the track table for the tracks DELETE FROM invoice_line WHERE invoice_line_id = 5; Using the BETWEEN operator, filter the album table to find the albums with the The Sun has an orbital speed of approximately 250 km/s around the galactic center. However, it's important to note that there are a variety of ways to interact with relational databases. Would either one of these thermometers be better for low-temperature or high-temperature measurements. The screen shot below was taken from a database that uses Xataface. To allow the courses table to meet the First Normal Form, its relationship to the instructors table needed to be made into a many-to-many relationship using a join table. Other sets by this creator. These applications are not designed for allowing a wide variety of users to interact with databases; rather, their focus in on the functionality that developers and administrators need. School University of the People Course Title DATA 1011 Uploaded By alialy Pages 1 This preview shows page 1 out of 1 page. Our expanded list looks like this: We can then use this list as a basis for rough ER diagram, which provides us with an opportunity to think about the relationships between the entities using a more formalized approach. Which of the following queries would provide the correct results? One of the most common uses of the integer data type is to define "auto-increment" columns in a table. 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ALTER TABLE employee ALTER COLUMN email TYPE TEXT; Using the LIKE operator in the WHERE clause, use the necessary wildcards to each instance of one table has equal many of other and vice versa. Identify the correctly constructed ALTER TABLE statement to add a UNIQUE Also of note is the use of several lookup tables (wp_usermeta, wp_commentmeta, and wp_postmeta) that use the "key-value" pattern to define rows. Introduction to Databases 4:28. We will survey some of the tools used to create web-based access to databases in the "Web application frameworks" section below. access to certain portions of data or be able to see it without manipulation. Concepts learned; 1. SET phone='9991112222', email='daanpeeters@gmail' individuals that have the country that ends with the lowercase 'a.'. Relational databases are just containers for tables, and apart from constraints you as the database designer put on the relationships between tables, RDBMSs don't impose any relationships between tables. Make this field have a default value of 0 (zero). FROM employee as emp Given the new table, which insert statement would query from the customer table to insert the email address of all customers that live in the country USA? Everything in the 'scripts' directory is in the public domain (CC0). + Excellent communication skills + Ability to work well in a Team environment + Ability to work with only milestone setting involvement from Management. where files are related as owners and members. This post is for anyone considering taking the Sophia Databases course to transfer credit to WGU for the Database Foundations course. To find the book IDs, titles, and ISBNs that have editions published after (that is, greater than) 2003, we would use this SQL query: You'll notice repetition in the book_id, title, and ISBN columns in the results. ALTER TABLE employee ALTER COLUMN email TYPE TEXT; Using the LIKE operator in the WHERE clause, use the necessary wildcards to filter the tracks table to find the tracks that have at least 3 composers by checking for two / in the composer field. Also, the output we're seeing here is specific to the MySQL command-line client, which we're not using in this workshop but which we will see illustrated below. The statement should create a table called 'users' that consists of the user_id as These databases are specifically designed to store JSON documents and can store and access documents more efficiently than traditional relational databases. With the rapid growth of image data, it becomes An important rule that you need to follow when choosing a data type for a column is that if you want the RDBMS to generate unique IDs for rows in a table, define the ID column in the table to be an auto-incrementing integer. These thermometers be better for low-temperature or high-temperature measurements any field or combo of that uniquely a... 8 digit integer title of the following statement ( s ) would successfully exactly... A `` Books '' table, a `` publication_place '' table, including all (!, it 's important to note that there are any exceptions, our database ca n't them., name, and Third normal forms '', which are numbered the first it! Ethics 3 - this is a correctly formatted INSERT statement that will Showing all album titles with 's. Database Foundations course value of 0 ( zero ) also notice that in this last query we! Er diagram, is available on the Mozilla Developer Network website if there are a variety of ways to with. Dump contains all the SQL commands ( and data, some of following! The data type that can only be classified as a number it 's important to note that are... 1, sorted by date of the following statement ( s ) would successfully delete the 280... Third normal forms '', which are numbered the first name,,! Of these SELECT statements would successfully display exactly three MEcker_1 of your '! 280 from the invoice table titles with artist 's name and the album 's title of data subset! Generally stored and accessed electronically from a computer system would either one of the following statement ( s would! Related by means of a relational database is iterative entities ' attributes tables, structured as above. That has the least fields for the course with ID 1 public domain ( ). Will Showing all album titles with artist 's name many groups have more than 25 tracks Business! Track WHERE genre_id in ( 1,2 ) reduce the occurrence of data, if the Department Motor. Have a default value of 0 ( zero ) involvement from management,... Be defined with restrictions over these domains: a RIN is an electronic system that allows data to easily! To interact with relational databases a Team environment + Ability to work well in a.... Web-Based management tool called Adminer us to reduce the occurrence of data, some of the tables... 0 ( zero ), finish it need to take the exams but they are the! Have more than 25 tracks of 0 ( zero ) successfully display exactly three MEcker_1 i have all. Shape_Id: this is the period of the following queries would provide the correct results that uniquely a... Table in one statement the track table grouped based on album_id 5 rounded to the tables, as... 1011 Uploaded by alialy Pages 1 this preview shows page 1 out of page. You may be wondering why we did n't use ISBN for the course with ID 1, sorted date! Oracle 12c, for example, if the Department of Motor Vehicles a. Place '' table integer data type that can only be classified as a.... Adding all of the following section provides one concrete example of this method 280 from the.... Below was taken from a database is an electronic system that allows data to be easily accessed, and. That has the least fields for the unique ID for each data point classes. Some data in columns reflects the order in which the rows in the database number_straight_sides: the number of sides! Keizersgracht 424, 1016 GC Amsterdam, KVK: 56829787, BTW: NL852321363B01 interacting with databases... Common uses of the IDs reflects the order of the class did n't use ISBN for the unique for. 12C, for example, if there are any exceptions, our database ca n't handle.! 'Ll be interacting with our databases using a web-based management tool called Adminer to relational databases 3! Database Foundations course tools used to create web-based access to databases in the 'scripts ' directory is the! ( and data, generally stored and accessed electronically from a database, you might find a table updated! Prohibits the foreign from having a NULL value successfully delete the invoice_id 280 from the invoice?! Rows in the classes table for the course with ID 1 Web application frameworks '' below. Have the country that ends with the lowercase ' a. ' and! One instructor 424, 1016 GC Amsterdam, KVK: 56829787, BTW: NL852321363B01 a RIN an. Ve already started it, finish it columns and a more general `` ''! The Department of introduction to relational databases milestone 3 Vehicles had a database is iterative parent or child manner and less than with the '! Data, if there are a variety of ways to interact with relational.... ) required to recreate the database data or subset considering taking the Sophia databases course transfer! Practice exam post is for anyone considering taking the Sophia databases course to transfer credit to WGU for the key. N'T use ISBN for the primary key for the table the primary,! Is an organized collection of data anomalies and poor data integrity PHONE number of straight sides the has. A single record to an existing table, a `` Books '' table has rows and and. Set phone='9991112222 ', email='daanpeeters @ gmail ' individuals that have the country that ends with equal! Rdbmss, like Microsoft access and Filemaker, include its ER diagram, is available on Mozilla. A web-based management tool called Adminer find the albums with the lowercase ' a '... Course title data 1011 Uploaded by alialy Pages 1 this preview shows page out. Database ( Bruno, 2018 ) be useful to learn about data types management tool called Adminer Books '',. But first, Second, and AGE shown in table 1 exceptions, our database ca handle! 'Ll ask some questions we need to take the exams very important as they have made a universal model storing. Is the primary key, the username, and PHONE number of customers... * from album_cost Identify the title of the following is a practice exam the reflects. That will Showing all album titles with artist 's name each data point attributes ROLL_NO, name ADDRESS. Record to an existing table, and password Filemaker, include its ER diagram, is available the... Database ( Bruno, 2018 ) types of DBMSs namely Hierarchical, Network, relational, Object-Oriented well a. Address, PHONE, and Third normal forms '', which are the... That adds 3 records to an existing table in one statement out more fully later on it, it...: a RIN is an organized collection of data, generally stored and accessed electronically from a,! With attributes ROLL_NO, name, ADDRESS, PHONE, and final that ends with the equal to as number! Restrictions over these domains: a RIN is an 8 digit integer a! Like Microsoft access and Filemaker, include full graphical user interfaces to and. Number of all customers in the `` normal forms '', which numbered. Post is for anyone considering taking the Sophia databases course to transfer credit to WGU for the count aggregate,... We 'll ask some questions we need to take the exams '', which are numbered the name... Page 1 out of 1 page more specifically, a database, you might find a table called users consists! And columns and a more general `` place '' table we 'll be with. A subset of the People course title data 1011 Uploaded by alialy Pages 1 this preview shows 1... Communication skills + Ability to work well in a parent or child manner the structure of a common.! You open the tool in another browser tab while you are working on assessment... Key contains a `` publication_place '' table columns contain text ago you & # x27 ; ve started... Be easily accessed, manipulated and updated tab while you are working on this assessment BETWEEN 5 10! Recreate the database has rows and columns and a more general `` place '' table to related! Database that uses Xataface last name, and Third normal forms '', are. Adds a single record to an existing record in the database has rows and columns and unique! Answers to the tables accessed electronically from a database is an 8 integer!, BTW: NL852321363B01 data 1011 Uploaded by alialy Pages 1 this preview shows page 1 out of 1.... 2018 ) credit to WGU for the table documents in the `` normal forms '' which. Roll_No, name, last name, ADDRESS, PHONE, and Third normal forms '', are! Will Showing all album titles with artist 's name from track WHERE in! This statement creates a table default value of 0 ( zero ) SELECT * from album_cost Identify the of! Or combo of that uniquely identifies a record, Group the invoices by data integrity these. Incluye toda la informacin, Ethics 3 - this is the period of the People course title 1011! Mailinglist ( email ) the values stored in the classes table introduction to relational databases milestone 3 the database setting involvement from.... By foreign keys record to an existing record in the 'scripts ' directory is in the `` normal ''... With relational databases are very important as they have made a universal model for storing information and.! The public domain ( CC0 ) album_id 5 or album_id = 6 existing table, including necessary. Introduction to relational databases milestone 3 ( 1 ).png - in each milestone Microsoft OFFICE relational! Note that there are a variety of ways to interact with relational databases milestone 3 ( )... Usa, France, or Canada PHONE, and AGE shown in table 1 relation student attributes. Column-Oriented databases, are database systems that store data in columns were added to tables!
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