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What excites you most about working with data?

How do you prefer to work on data projects?

What’s your favorite tool or skill when working with data?

What do you value most in a data project?

How do you handle unexpected challenges in a project?

Your Style: The Data Organizer

You’re great at bringing order to messy data. You know how to clean, organize, and prepare information so it’s ready for analysis. This strength is essential to every data project — you help set the foundation for better insights and decisions.

the data wrangler

Did you know?
KNIME’s drag-and-drop tools make it easy to clean and transform data without writing code, helping you work faster and focus on analysis.

Learn how KNIME simplifies data preparation.

  • Data Access & Transformation with KNIME
  • Cheat Sheet: Data Wrangling with KNIME Analytics Platform
  • L1-AP Data Literacy with KNIME Analytics Platform: Basics
  • How to automate data cleaning: Step-by-step guide
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Your Style: The Problem Solver

You enjoy using code to solve challenges and build better solutions. Whether it’s writing scripts or customizing workflows, you’re comfortable getting hands-on and making things work your way.

the scripting prodigy

Did you know?
KNIME integrates seamlessly with Python, R, and other scripting tools — so you can combine coding flexibility with visual workflows to collaborate easily with others.

See how KNIME brings coding and visual workflows together.

  • Visual workflows for data science just make sense.
  • Getting started with KNIME's Python integration
  • Cheat sheet: Machine learning with KNIME Analytics Platform
  • How to connect Python data visualization libraries to KNIME effortlessly
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Your Style: The Data Communicator

You shine when it comes to telling clear, compelling stories with data. You know how to make insights easy to understand, and you enjoy creating charts, dashboards, and reports that make an impact.

the visual explorer

Did you know?
KNIME’s interactive dashboard tools help you create powerful data visualizations and apps that you can easily share with teams or clients.

Discover how KNIME makes data storytelling simple and interactive.

  • Visualization & Reporting with KNIME
  • Cheat sheet: Data visualization with KNIME Analytics Platform
  • Build an interactive data app in 3 steps
  • ECharts views: What are they & how to use them with in-built AI
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Your Style: The Efficiency Expert

You’re all about finding faster, smarter ways to work. You focus on removing repetitive tasks, automating processes, and building systems that scale — so you have more time for bigger ideas.

the effeciency expert

Did you know?
KNIME’s automation features help you easily streamline processes without heavy coding, so you can save time and scale your work.

Find out how KNIME helps you automate tasks and scale workflows.

  • Visual workflows for data science just make sense.
  • How to automate data access and collection
  • KNIME, Automation, and AI: The KNIME for Finance Collection
  • First Steps with KNIME Reporting
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