GETTING STARTED | DATA LITERACY | KNIME ANALYTICS PLATFORM

SOP: Data Analysis with KNIME (Introductory Level)

An essential tutorial to get started

Example of a simple KNIME workflow to visualize data.

I recently discovered KNIME, an open-source data analysis tool powered by AI. In the video, I demonstrate how to use nodes to create workflows, from opening Excel files to creating visualizations like bar charts and pie charts.

The tool simplifies data analysis by allowing easy drag-and-drop functionality. No prior data analysis knowledge is needed to get started.

Watch to see how KNIME can streamline your data analysis process!

Video tutorial: Data Analysis Made Easy with KNIME.

Objective

To utilize KNIME, an open-source data analysis tool, to analyze data and create visualizations efficiently.

Key Steps

1. Opening an Excel File:

• Drag the “Excel Reader” node onto the workflow sheet.
• Double click on the node to open a dialogue box.
• Browse and select the Excel file to open.
• Click on “Apply” to open the file.

2. Data Analysis and Visualization:

• After opening the file, add a “Column Filter” node to filter data as needed.
• Connect the “Column Filter” to other nodes like a “Bar Chart” for visualization.
• Customize the nodes and settings based on the analysis requirements.

3. Utilizing Additional Features:

• Explore other nodes like data type modifiers, report creators, etc.
• Experiment with various data visualization options like value cups, aggregators, splitters, etc.

Cautionary Notes

• Ensure proper data linking between nodes for accurate analysis.
• Exclude irrelevant columns using the “Column Filter” for focused analysis.
• Be cautious when modifying advanced settings to avoid unintended changes in the analysis.

Tips for Efficiency

• Familiarize yourself with the tool’s interface and functionalities.
• Practice dragging and dropping nodes to build workflows efficiently.
• Utilize the AI assistant for guidance and suggestions in constructing workflows.
• Regularly save your work to avoid losing progress.

By following these steps, you can effectively use KNIME for data analysis and visualization with ease.

Link to My Loom Demonstration

https://www.loom.com/share/d078e27a65104ca6af510a27920f155e