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04 Visualization - Solution

Visualization - Exercise (Solution)

This workflow shows a solution to a hands-on exercise in the L1-DS Introduction to KNIME Analytics Platform for Data Scientists - Basics course

Task 1: Data Explorer1. Read the adult.csv file by executing the CSV Reader node2. Inspect the properties of the data with the Data Explorer node3. Exclude the nominal columns that contain missing values in its interactive view Note! The Data Explorer node is part of the KNIME JavaScript Views (Labs) Extension Task 2: Scatter Plot and Table View1. Read the adult_w_commute.table file by executing the Table Reader node2. Assign colors to the rows based on the marital status3. Draw a scatter plot of hours per week vs. commute time4. Create an interactive table that displays the data. Use the Table View node. Task 3: Interactive Dashboard1. Encapsulate the Scatter Plot and Table View nodes into a component. Open thecomponent's interactive view.2. Switch to the mouse mode "Select" in the scatter plot view and select the data points with<25 working hours and >120 min commuting time3. Show only selected rows in the interactive table Inspect theproperties of the dataColor bymarital statusRead adult.csvRead adult_w_commute.table Data Explorer Color Manager Component CSV Reader Table Reader Task 1: Data Explorer1. Read the adult.csv file by executing the CSV Reader node2. Inspect the properties of the data with the Data Explorer node3. Exclude the nominal columns that contain missing values in its interactive view Note! The Data Explorer node is part of the KNIME JavaScript Views (Labs) Extension Task 2: Scatter Plot and Table View1. Read the adult_w_commute.table file by executing the Table Reader node2. Assign colors to the rows based on the marital status3. Draw a scatter plot of hours per week vs. commute time4. Create an interactive table that displays the data. Use the Table View node. Task 3: Interactive Dashboard1. Encapsulate the Scatter Plot and Table View nodes into a component. Open thecomponent's interactive view.2. Switch to the mouse mode "Select" in the scatter plot view and select the data points with<25 working hours and >120 min commuting time3. Show only selected rows in the interactive table Inspect theproperties of the dataColor bymarital statusRead adult.csvRead adult_w_commute.tableData Explorer Color Manager Component CSV Reader Table Reader

Nodes

Extensions

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To use this workflow in KNIME, download it from the below URL and open it in KNIME:

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Created by: Maarit Laukkanen
Created at: 2020-04-20
On NodePit since: 2023-02-26
Last update: 2024-12-23
Created with KNIME version: v4.7.0
Tags: data explorerinteractive viewcomposite viewscatter plotdashboardtable view

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