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Alteryx vs KNIME Comparison | Data Analytics tools

Comparison Between Alteryx vs KNIME Data Analytics Platform. Alteryx is a self-service data analytics tool. Alteryx makes the process of ETL easier. Alteryx is a super tool that combines the functionalities required for Data Preparation, Geo-Spatial Analytics, and Data Science.

Alteryx vs KNIME Comparison – Which is Better?

KNIME analytics platform is simple and easy to use data visualization and data analytics tool. Unlike Alteryx, it is an open-source platform. It is now useful in almost every field one can think of, and have not limited itself only to data mining experts. Though Alteryx and KNIME serve the same purpose, there are areas where one can differentiate them. Check out Top 50 Alteryx Gallery Questions & Answers.

The following are the key differences between Alteryx vs KNIME.

Specifications Alteryx KNIME
Name of connectors Tools Nodes
Operating System Windows Windows, MAC
Drag & Drop From tool panel Can be typed and searched
Configuration PANEL Always opens with tools Have to right-click on a node to configure it or by double-clicking on the node.
Result Window Always open Output available on right-click.
Input or output of node/tool Tool’s Anchor Node’s Port
Importing data By input tool only By different nodes-file reader, CSV reader, Excel reader, Json reader, XML reader, Tika Parser.
Best Speed of ETL Data science and Machine language
Artificial Intelligence Present Present to predict possible nodes you need

 

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The following table represents the tools and nodes in Alteryx vs KNIME respectively;

 

Alteryx Tool KNIME Node KNIME Alternate Node KNIME Alternate Node KNIME Alternate Node
Browse Data Explorer Statistics
Input Data File Reader Database reader Tika Parser Hive/Impala Connectors
Output Data Excel Writer Table Writer Database Writer Hive/Impala Loaders
Text Input Create Table String Input Numeric Input
Data Cleansing Missing Values String Manipulation
Filter Row Filter Rule-based row filter Row Splitter
Formula Rule Engine Math Formula String Manipulation Column Expressions
Sample Row Sampling Bootstrap Sampling Equal Size Sampling Partitioning
Select Column Filter Column Rename Column Sorter Type to Type nodes
Sort Sorter
Join Joiner Cross Joiner
Union Concatenate Concatenate (optional in)
Text to Columns Cell Splitter
Summarize Group By
Tile Auto-Binner Numeric Binner Binner (Dictionary) CAIM Binner
Imputation Missing Value Rule Engine
Render PDF writer Image Port Writer

 

The following table shows the Available Datatypes:

 

Datatype Alteryx KNIME Notes
Bool
Integer
Decimal Both having multiple options of precision
Complex Number
String Alteryx having multiple options of storage efficiency
Nominal
Data and/or Time Dates, Times or Dates/Times
Spatial Objects Points. Lines and Polygons
Network or Graph
Audio .wav format
Image
Document Includes text and metadata for text mining
Collection List of values in the single table cell

 

In this article, we discussed the difference between Alteryx vs KNIME based on their specifications, tools/nodes, and Datatypes.