[02/Banas/05]

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Questions and Answers

Which technology is used to build the graphical user interface (UI) for the REST API?

  • REST API
  • Force-Directed 3D Graph
  • SQL Repository
  • Web Frontend (correct)

What functionality does the dashboard provide on top of the SQL repository?

  • Web Frontend
  • Graphical UI
  • Force-Directed 3D Graph (correct)
  • REST API

What does the term 'REST API' refer to in the given context?

  • Web Frontend
  • The API (correct)
  • Graphical UI
  • Force-Directed 3D Graph

True or false: The web frontend is based on a SOAP API

<p>False (B)</p>
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True or false: The graphical UI is built using Force-Directed 3D Graph technology

<p>True (A)</p>
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True or false: The SQL repository is used to store the REST API data

<p>True (A)</p>
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Match the following technologies with their respective roles in the given context:

<p>Web Frontend = The graphical UI to the API Force-Directed 3D Graph = Technology used to build the graphical UI SQL repository = Data storage for the REST API REST API = The system being accessed by the graphical UI</p>
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Match the following programming languages with their primary usage in the given context:

<p>Python = General-purpose programming JavaScript = Client-side scripting for the web frontend SQL = Used for querying the SQL repository CSS = Used for styling the web frontend</p>
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Match the following terms with their definitions in the given context:

<p>Graphical UI = The visual interface that allows users to interact with the system API = A set of rules and protocols that allows different software applications to communicate with each other Dashboard = A visual representation of data that provides an overview of key performance indicators Web Frontend = The part of a website or web application that users interact with</p>
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Match the following terms with their definitions in the context of force-directed graphs:

<p>Node = An element in a graph that represents a data point Force = A factor that determines the movement of a node in a graph Equilibrium = A state in which the forces acting on each node in a graph are balanced Centrality = A measure of a node's importance in a network</p>
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Match the following benefits with their descriptions in the context of force-directed graphs:

<p>Improved data visualization = Force-directed graphs provide a more natural and intuitive way to view networks and other types of complex data Identification of patterns and relationships = Force-directed graphs help to identify patterns and relationships in data that would be difficult to see in a traditional table or chart Improved decision-making = Force-directed graphs provide a more complete understanding of the data, which can help in decision-making Data type compatibility = Force-directed graphs can be used to visualize a wide range of data types, including social networks, computer networks, financial data, and scientific data</p>
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Match the following components with their roles in a force-directed graph:

<p>Node = Represents a data point in the graph and is assigned a force Force = Determines the movement of the nodes in the graph Equilibrium = The state in which the forces acting on each node in the graph are balanced, causing the nodes to stop moving Data = The information that is being visualized in the graph</p>
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Match the following scenarios with their corresponding force-directed graph behavior:

<p>Nodes with repulsive forces = They move away from each other in the graph Nodes with attractive forces = They move towards each other in the graph Nodes in a state of equilibrium = They do not move in the graph Nodes without any forces acting on them = They do not move in the graph</p>
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Match the following factors with their potential influence on the forces in a force-directed graph:

<p>Node's degree = The number of edges connected to the node Node's centrality = The node's importance in the network Node's position in the graph = The relative position of the node in the graph Node's label = The textual or visual representation of the node in the graph</p>
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Match the following statements with their accuracy regarding force-directed graphs:

<p>Force-directed graphs always reach a state of equilibrium = False Force-directed graphs can be used to visualize social networks = True Force-directed graphs are a type of graph drawing algorithm = True Force-directed graphs are only used to visualize networks = False</p>
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Match the following terms with their descriptions in the context of graph drawing algorithms:

<p>Force-directed graph = A type of graph drawing algorithm that uses forces to position the nodes of a graph Node = An element in a graph that represents a data point or a vertex Edge = A connection between two nodes in a graph Equilibrium = A state in which the forces acting on each node in a graph are balanced, causing the nodes to stop moving</p>
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Match the following benefits with their descriptions in the context of data visualization:

<p>Improved data visualization = The use of force-directed graphs provides a more natural and intuitive way to view networks and other types of complex data Identification of patterns and relationships = Force-directed graphs help to identify patterns and relationships in data that would be difficult to see in a traditional table or chart Improved decision-making = Force-directed graphs provide a more complete understanding of the data, which can help in decision-making Data type compatibility = Force-directed graphs can be used to visualize a wide range of data types, including social networks, computer networks, financial data, and scientific data</p>
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Match the following factors with their potential influence on the movement of nodes in a force-directed graph:

<p>Repulsive forces = Cause nodes to move away from each other Attractive forces = Cause nodes to move towards each other Node's degree = A factor that can influence the force acting on a node Node's centrality = A factor that can influence the force acting on a node</p>
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Match the following terms with their descriptions in the context of data visualization:

<p>Force-directed graphs = A powerful tool for visualizing complex data by identifying patterns and relationships Traditional table or chart = A less effective method for identifying patterns and relationships in complex data Complex data = Data that can benefit from the use of force-directed graphs Decision-making = The process that can be improved by using force-directed graphs to visualize complex data</p>
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Match the following statements with their accuracy regarding force-directed graphs:

<p>Force-directed graphs are a powerful tool for visualizing complex data = True Force-directed graphs can help you to identify patterns and relationships in your data that would be difficult to see in a traditional table or chart = True Force-directed graphs are not suitable for working with complex data = False Force-directed graphs cannot improve decision-making = False</p>
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Match the following scenarios with their corresponding force-directed graph behavior:

<p>Working with complex data = Force-directed graphs are recommended Trying to identify patterns and relationships in data = Force-directed graphs are effective Using a traditional table or chart = Force-directed graphs are not used Making decisions based on data = Force-directed graphs can provide valuable insights</p>
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Match the following benefits with their descriptions in the context of force-directed graphs:

<p>Improved decision-making = A potential outcome of using force-directed graphs to visualize complex data Identification of patterns and relationships = A key advantage of using force-directed graphs Visualization of complex data = The main purpose of force-directed graphs Efficient data analysis = A result of using force-directed graphs to simplify complex data</p>
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Match the following factors with their potential influence on the forces in a force-directed graph:

<p>Node size = Can affect the strength of the forces in a force-directed graph Node position = Can determine the direction and magnitude of the forces in a force-directed graph Edge length = Can influence the forces between nodes in a force-directed graph Graph density = Can impact the overall forces in a force-directed graph</p>
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Match the following components with their roles in a force-directed graph:

<p>Nodes = Represent entities or data points in a force-directed graph Edges = Connect nodes in a force-directed graph and represent relationships or connections Forces = Act on nodes in a force-directed graph to determine their positions Layout algorithm = Determines the arrangement of nodes and edges in a force-directed graph</p>
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Match the following terms with their definitions in the given context:

<p>Force-directed graphs = A type of graph layout algorithm that positions nodes based on their interactions Complex data = Information that is difficult to understand or analyze without proper visualization techniques Traditional table or chart = A common but less effective method for representing complex data Decision-making = The process of choosing the best course of action based on available information</p>
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Match the following programming languages with their primary usage in the given context:

<p>Python = Can be used for data analysis and visualization, including force-directed graphs JavaScript = Can be used to create interactive visualizations on the web SQL = Can be used to extract and manipulate data for visualization purposes CSS = Can be used to style and format the visual elements of a web-based data visualization</p>
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Match the following benefits with their descriptions in the context of force-directed graphs:

<p>Improved decision-making = A potential outcome of using force-directed graphs to analyze and understand complex data Identification of hidden patterns and relationships = A key advantage of using force-directed graphs Enhanced data visualization = A result of using force-directed graphs to represent complex data in a more intuitive way Efficient exploration of data = A benefit of using force-directed graphs to navigate and interact with complex datasets</p>
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Which type of data visualization is recommended for working with complex data?

<p>Force-directed graph (C)</p>
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What can force-directed graphs help you identify in your data?

<p>Patterns and relationships (A)</p>
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How can force-directed graphs improve decision-making?

<p>By visualizing patterns and relationships (D)</p>
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What is the primary purpose of using force-directed graphs?

<p>To visualize complex data (C)</p>
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Which type of visualization would be least effective for complex data?

<p>Pie chart (B)</p>
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What is a key advantage of using force-directed graphs?

<p>Identifying patterns and relationships (B)</p>
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Which type of visualization is commonly used for traditional tables or charts?

<p>Bar chart (B)</p>
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What can force-directed graphs help you see that would be difficult in a traditional table or chart?

<p>Patterns and relationships (A)</p>
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What can force-directed graphs be used for?

<p>Visualizing complex data (A)</p>
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Which type of data can be visualized using force-directed graphs?

<p>Social networks (C)</p>
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What determines the movement of nodes in a force-directed graph?

<p>Forces acting on the nodes (C)</p>
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What is the purpose of a force-directed graph algorithm?

<p>To position the nodes of a graph (B)</p>
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What factors can determine the force assigned to a node in a force-directed graph?

<p>The node's degree and centrality (C)</p>
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What happens to the nodes in a force-directed graph when they reach a state of equilibrium?

<p>The forces acting on each node are balanced (A)</p>
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How can force-directed graphs improve data visualization?

<p>By providing a more natural and intuitive way to view networks and complex data (A)</p>
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What are force-directed graphs often used to visualize?

<p>Networks (C)</p>
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What determines the forces acting on the nodes in a force-directed graph?

<p>The relationships between the nodes (C)</p>
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What is the main goal of using force-directed graphs?

<p>To visualize data in a more intuitive way (B)</p>
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Force-directed graphs can help identify patterns and relationships in complex data.

<p>True (A)</p>
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Force-directed graphs are only effective for visualizing simple data.

<p>False (B)</p>
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Force-directed graphs can improve decision-making by providing insights into complex data.

<p>True (A)</p>
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Force-directed graphs are not a powerful tool for visualizing complex data.

<p>False (B)</p>
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Force-directed graphs are commonly used to visualize traditional tables and charts.

<p>False (B)</p>
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Force-directed graphs can be used to visualize any type of data.

<p>True (A)</p>
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The movement of nodes in a force-directed graph is determined by random factors.

<p>False (B)</p>
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When nodes in a force-directed graph reach a state of equilibrium, they stop moving.

<p>True (A)</p>
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The graphical user interface (UI) for the REST API is built using force-directed 3D graph technology.

<p>False (B)</p>
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True or false: A force-directed graph uses forces to position the nodes of a graph.

<p>True (A)</p>
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True or false: The forces in a force-directed graph are typically based on the relationships between the nodes.

<p>True (A)</p>
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True or false: Force-directed graphs are commonly used to visualize social networks or computer networks.

<p>True (A)</p>
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True or false: The nodes in a force-directed graph move away from each other if they have attractive forces acting on them.

<p>False (B)</p>
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True or false: Force-directed graphs can only be created using specific software tools.

<p>False (B)</p>
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True or false: Force-directed graphs provide a more natural and intuitive way to view complex data.

<p>True (A)</p>
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True or false: Force-directed graphs can help identify patterns and relationships in data that would be difficult to see in a traditional table or chart.

<p>True (A)</p>
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True or false: Force-directed graphs can improve decision-making by providing a more complete understanding of the data.

<p>True (A)</p>
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True or false: Force-directed graphs can be used to visualize financial data or scientific data.

<p>True (A)</p>
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Match the following terms with their definitions in the context of data visualization:

<p>Force-directed graphs = A type of graph that uses a physics-based simulation to arrange nodes and links Complex data = Data that has a large number of variables or attributes Traditional table or chart = A common way of presenting data in a structured format Decision-making = The process of making choices or finding a solution to a problem</p>
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Match the following statements with their correct technology or concept:

<p>Used to visualize complex data = Force-directed graphs Helps to identify patterns and relationships in data = Force-directed graphs Used to store the REST API data = SQL repository Used for client-side scripting in web applications = JavaScript</p>
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Match the following terms with their definitions in the context of data visualization:

<p>Pattern = A regularity in data that can be observed Relationship = A connection or association between two or more elements of data Force-directed graphs = A type of graph that uses a physics-based simulation to arrange nodes and links Decision-making = The process of making choices or finding a solution to a problem</p>
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Match the following terms with their definitions in the context of data visualization:

<p>Force-directed graphs = A type of graph that uses a physics-based simulation to arrange nodes and links Complex data = Data that has a large number of variables or attributes Traditional table or chart = A common way of presenting data in a structured format Decision-making = The process of making choices or finding a solution to a problem</p>
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Match the following technologies with their roles in the given context:

<p>Force-directed graphs = Used to visualize complex data SQL repository = Used to store the REST API data JavaScript = Used for client-side scripting in web applications Traditional table or chart = A common way of presenting data in a structured format</p>
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Match the following terms with their definitions in the context of data visualization:

<p>Force-directed graphs = A type of graph that uses a physics-based simulation to arrange nodes and links Complex data = Data that has a large number of variables or attributes Traditional table or chart = A common way of presenting data in a structured format Decision-making = The process of making choices or finding a solution to a problem</p>
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Match the following terms with their definitions in the context of data visualization:

<p>Force-directed graphs = A type of graph that uses a physics-based simulation to arrange nodes and links Complex data = Data that has a large number of variables or attributes Traditional table or chart = A common way of presenting data in a structured format Decision-making = The process of making choices or finding a solution to a problem</p>
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Match the following statements with their correct technology or concept:

<p>Used to visualize complex data = Force-directed graphs Helps to identify patterns and relationships in data = Force-directed graphs Used to store the REST API data = SQL repository Used for client-side scripting in web applications = JavaScript</p>
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Match the following terms with their definitions in the context of data visualization:

<p>Pattern = A regularity in data that can be observed Relationship = A connection or association between two or more elements of data Force-directed graphs = A type of graph that uses a physics-based simulation to arrange nodes and links Decision-making = The process of making choices or finding a solution to a problem</p>
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