Podcast
Questions and Answers
What is one key function of databases in economic and financial analysis?
What is one key function of databases in economic and financial analysis?
- Facilitating informed decision-making (correct)
- Reducing data redundancy
- Increasing data entry speed
- Eliminating the need for data security
Which option best describes a relational database?
Which option best describes a relational database?
- A straightforward file storage system without data integrity
- A type of database that uses tables to link related data (correct)
- A database that stores data in a single file
- A system that only allows unstructured data storage
Which of the following is NOT a function of database management tools?
Which of the following is NOT a function of database management tools?
- Data backup and recovery
- Manipulation of data for reports
- User authentication and data security
- Elimination of all errors in data (correct)
Which feature is essential for ensuring data integrity in a relational database?
Which feature is essential for ensuring data integrity in a relational database?
What does the term 'fields' refer to in a relational database?
What does the term 'fields' refer to in a relational database?
Which of the following ensures high performance in database management?
Which of the following ensures high performance in database management?
What is the primary purpose of storing data in a structured format in databases?
What is the primary purpose of storing data in a structured format in databases?
Which of the following is a main feature of database management systems?
Which of the following is a main feature of database management systems?
What is a primary function of modern databases in industries?
What is a primary function of modern databases in industries?
What was one of the limitations of early methods of information storage?
What was one of the limitations of early methods of information storage?
Which decade saw the introduction of the Entity-Relationship model?
Which decade saw the introduction of the Entity-Relationship model?
Which company is known for introducing the first RDBMS in the 1970s?
Which company is known for introducing the first RDBMS in the 1970s?
What significant technology began to emerge in the 1990s to handle unstructured data?
What significant technology began to emerge in the 1990s to handle unstructured data?
In what capacity did IBM contribute to the development of database languages?
In what capacity did IBM contribute to the development of database languages?
How are databases generally organized?
How are databases generally organized?
What issue may arise when starting a database as a simple list in a spreadsheet?
What issue may arise when starting a database as a simple list in a spreadsheet?
What is the purpose of an INNER JOIN in SQL?
What is the purpose of an INNER JOIN in SQL?
Which SQL command is correctly formatted to delete a specific record?
Which SQL command is correctly formatted to delete a specific record?
How do you add a new column to an existing table in SQL?
How do you add a new column to an existing table in SQL?
What would happen if the WHERE clause is omitted in an UPDATE statement?
What would happen if the WHERE clause is omitted in an UPDATE statement?
Which statement correctly describes a LEFT OUTER JOIN?
Which statement correctly describes a LEFT OUTER JOIN?
What is the correct syntax to insert data into the Students table?
What is the correct syntax to insert data into the Students table?
What does the DROP TABLE command do?
What does the DROP TABLE command do?
Which of the following is NOT a function of a Simple Query in SQL?
Which of the following is NOT a function of a Simple Query in SQL?
Which type of analysis focuses on summarizing and describing a set of data?
Which type of analysis focuses on summarizing and describing a set of data?
What is the purpose of segmentation in data analysis?
What is the purpose of segmentation in data analysis?
Which source provides official statistical data on economic, demographic, and social aspects in Spain?
Which source provides official statistical data on economic, demographic, and social aspects in Spain?
Which type of analysis is concerned with how data evolves over time?
Which type of analysis is concerned with how data evolves over time?
Which of the following is not a type of data analysis mentioned?
Which of the following is not a type of data analysis mentioned?
Which organization provides free access to global development data?
Which organization provides free access to global development data?
What type of analysis would be used to compare unemployment rates across different regions?
What type of analysis would be used to compare unemployment rates across different regions?
What type of data does the Bank of Spain primarily provide?
What type of data does the Bank of Spain primarily provide?
What is the primary use of aggregations in data analysis?
What is the primary use of aggregations in data analysis?
Which SQL command correctly filters records where the salary is greater than 50,000?
Which SQL command correctly filters records where the salary is greater than 50,000?
Which SQL filter condition correctly combines two criteria involving department and salary?
Which SQL filter condition correctly combines two criteria involving department and salary?
What does the SQL statement SELECT * FROM cars WHERE carmodel LIKE 'Cam%'; accomplish?
What does the SQL statement SELECT * FROM cars WHERE carmodel LIKE 'Cam%'; accomplish?
Which SQL logical operator would you use to ensure that both conditions must be met?
Which SQL logical operator would you use to ensure that both conditions must be met?
How does the SQL command SELECT CONCAT(CustomerName, ' ', CustomerPhone) AS FullContact; operate?
How does the SQL command SELECT CONCAT(CustomerName, ' ', CustomerPhone) AS FullContact; operate?
What is the outcome of using the SQL NULL check with the condition 'department IS NULL'?
What is the outcome of using the SQL NULL check with the condition 'department IS NULL'?
Which statement represents a best practice when using SQL operators in queries?
Which statement represents a best practice when using SQL operators in queries?
What is the primary function of Power BI Desktop?
What is the primary function of Power BI Desktop?
What distinguishes NoSQL databases from traditional SQL databases?
What distinguishes NoSQL databases from traditional SQL databases?
Which of the following is a feature of Power BI service?
Which of the following is a feature of Power BI service?
Which of the following best describes the target audience for Power BI service?
Which of the following best describes the target audience for Power BI service?
What is a primary characteristic of NoSQL databases regarding data structure?
What is a primary characteristic of NoSQL databases regarding data structure?
Which of the following tools does Power BI Desktop include for data manipulation?
Which of the following tools does Power BI Desktop include for data manipulation?
What is one of the major use cases for the IMF?
What is one of the major use cases for the IMF?
What is a key benefit of using NoSQL databases?
What is a key benefit of using NoSQL databases?
Flashcards
What is a database?
What is a database?
A collection of organized and interrelated data that can be easily accessed, managed, and updated.
What is a table?
What is a table?
A structured format for storing data in a database, consisting of rows and columns.
What is database design?
What is database design?
The process of designing and creating a database, defining its structure and relationships.
What are database relationships?
What are database relationships?
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What is data integrity?
What is data integrity?
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What is database security?
What is database security?
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What is data retrieval?
What is data retrieval?
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What is data management?
What is data management?
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Relational database
Relational database
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Table
Table
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Record
Record
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Field
Field
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Relationship
Relationship
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Database management tool
Database management tool
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SQL (Structured Query Language)
SQL (Structured Query Language)
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Database in economic and financial analysis
Database in economic and financial analysis
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JOIN
JOIN
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SELECT statement
SELECT statement
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INSERT statement
INSERT statement
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UPDATE statement
UPDATE statement
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DELETE statement
DELETE statement
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ALTER TABLE... ADD
ALTER TABLE... ADD
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DROP TABLE
DROP TABLE
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Inner Join
Inner Join
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What are aggregations used for?
What are aggregations used for?
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What does the WHERE
clause do?
What does the WHERE
clause do?
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How to filter by numeric values?
How to filter by numeric values?
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How to filter by text?
How to filter by text?
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How to combine filtering conditions?
How to combine filtering conditions?
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Define SQL Operators
Define SQL Operators
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What are arithmetic operators?
What are arithmetic operators?
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What are comparison operators?
What are comparison operators?
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Descriptive Analysis
Descriptive Analysis
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Trend analysis
Trend analysis
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Comparative analysis
Comparative analysis
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What is the INE (National Institute of Statistics) in Spain?
What is the INE (National Institute of Statistics) in Spain?
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What does the Ministry of Economy, Trade, and Enterprise in Spain provide?
What does the Ministry of Economy, Trade, and Enterprise in Spain provide?
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What is the Bank of Spain (BdE) known for?
What is the Bank of Spain (BdE) known for?
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What is Eurostat?
What is Eurostat?
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What type of data does the World Bank provide?
What type of data does the World Bank provide?
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What is Power BI Desktop?
What is Power BI Desktop?
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What is Power BI service?
What is Power BI service?
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What does SQL stand for?
What does SQL stand for?
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What are NoSQL databases?
What are NoSQL databases?
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What is 'No fixed scheme' in NoSQL databases?
What is 'No fixed scheme' in NoSQL databases?
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What is 'Horizontal scalability' in NoSQL databases?
What is 'Horizontal scalability' in NoSQL databases?
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What are the 'Various data types' supported by NoSQL databases?
What are the 'Various data types' supported by NoSQL databases?
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How does Power BI differ from traditional SQL databases?
How does Power BI differ from traditional SQL databases?
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Study Notes
Introduction to Databases
- Semester: 2nd
- Course: IBM + IR
- Topics:
- Basic concepts (2 hours)
- Relational databases (6 hours)
- Introduction to SQL (9 hours)
Topic 1: Basic Concepts
- Databases are essential for managing data in today's digital world (e.g., eCommerce, social media, banking).
- Before databases, data storage methods were limited (e.g., paper, magnetic tapes, accounting books).
- Challenges included difficulty searching, retrieving, maintaining integrity, and security.
- Early databases focused on large volume data handling.
Topic 2: Relational Databases
- Relational databases store data in tables with relationships.
- Tables represent entities (e.g., customers, products).
- Data is organized into rows (records) and columns (fields).
- Relationships link tables (e.g., primary & foreign keys).
Topic 2: Relational Databases (continued)
- Relationships ensure data integrity.
- Primary keys uniquely identify rows in a table.
- Foreign keys link to primary keys in other tables.
- ER diagrams help visualize entities, attributes, and relationships in relational databases.
Topic 3: Introduction to SQL
- SQL (Structured Query Language) is a language used to manage and manipulate relational databases.
- SQL commands are used to create, read, update, and delete data.
- SQL is widely used for data analysis and manipulation in various applications.
Topic 3: SQL (continued)
- SQL operators manipulate data (e.g., arithmetic (+,-,*,/), comparison (<,>,=,!=,<>,LIKE), logical (AND,OR,NOT)).
- Functions for manipulating strings (e.g., CONCAT, SUBSTRING, LENGTH, UPPER, LOWER).
- Subqueries enhance query capabilities.
Data Types in SQL
- INT: Whole numbers
- FLOAT: Floating-point numbers
- DOUBLE: Double-precision floating-point numbers
- DECIMAL: Fixed-point numbers with precision (p) and scale (s)
- VARCHAR: Variable-length text
- CHAR: Fixed-length text
- TEXT: Long text fields
SQL Query Structures (continued)
- Data retrieval using SELECT statements.
- Filtering with WHERE clauses.
- JOIN functions to combine data from multiple tables.
- SQL commands for updating data (UPDATE) & deleting data (DELETE).
- SQL commands for creating tables (CREATE TABLE).
Advanced SQL Queries
- Inner Join: Returns rows with matching values in both tables.
- Left Outer Join: Returns all rows from the left table and matching rows from the right.
- Right Outer Join: Returns all rows from the right table and matching rows from the left.
Advanced SQL (continued)
- Correlated subqueries
- Using 'IN'
Database Design
- Database design involves defining structure, storage, and retrieval mechanisms for relational databases.
- Schema definition specifies tables, fields, data types, and relationships.
- Normalization techniques reduce data redundancy.
Database Tools
- MySQL, MySQL Workbench
- Power BI
Data Analytics types
- Descriptive analysis
- Trend analysis
- Comparative analysis
Data Sources
- INE
- Ministry of Economy, Trade and Enterprise
- Bank of Spain
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