KNIME AG in Predictive Analytics Software

It is an open source software and it helps create data science applications and services. Being open, intuitive, and able to integrate new developments, this platform makes reusable components accessible to all the users and helps understand data science workflows.

Features:

Building a complete data science workflow
• Drag and drop style graphical interface will help create visual workflow, with no requirement for coding.

• Tools from different domains integrating with native nodes of KNIME in a single workflow which includes machine learning, connectors to Apache Spark, or scripting in R & Python.

• One has to choose from over 2000 modules to build their workflow. Structuring each step of analysis, controlling data flow, and ensuring work is current are the areas which needs to be looked at.

• An integrated workflow coach can be used to guide to build workflow or select workflows available in the public domain.

USP : KNIME is an open source software and it helps create data science applications and services. Being open, intuitive, and able to integrate new developments, this platform makes reusable components accessible to all the users and helps understand data science workflows. The software provides actual data analysis as well as a number of processes and has productivity funtions to help operations.

BUYERS
VENDORS
2.4
EXPERTS
2.1
ANALYSTS

KNIME AG detailed analysis

Product Maturity
Company Maturity
Use Case Maturity
Most IMPORTANT
2.8
3.7
3.5
Product Quality and Reliability
3.30
3.80
2.80
Product Features and Functionality
2.05
3.55
3.30
Breadth and Depth of Product Offering
3.15
3.75
3.90
LEAST IMPORTANT LESS IMPORTANT

PARTICIPATING QUADRANTS

KNIME AG has chosen it’s strengths in these 3 territories
  • Niche Quadrant

    All-North America

    31 Participants

  • Niche Quadrant

    BFSI-All

    23 Participants

  • Niche Quadrant

    All-Europe

    25 Participants

STRENGTHS
  • Product Maturity / Data Management
    Data Preparation (Data Management)
  • Product Maturity / Data Management
    Data Blending
  • Product Maturity / Data Collections
    Demographic
  • Product Maturity / Data Collections
    Geo Spatial
  • Product Maturity / Data Collections
    Marketing Data
  • Product Maturity / Data Management
    Static Visualisation
  • Product Maturity / Data Collections
    Transaction Data
  • Product Maturity / Product Quality and Reliability
    Custom Scripting Language
  • Product Maturity / Product Quality and Reliability
    Support for Custom Data Connectors
  • Product Maturity / Enterprise Features
    Analytics Workflow
  • Product Maturity / Integration with Big Data Frameworks / Da...
    Apache Spark
  • Product Maturity / Enterprise Features
    Cloud Hosted Data
  • Product Maturity / Core Features
    Data Investigation
  • Product Maturity / Integration with Big Data Frameworks / Da...
    Hadoop
  • Product Maturity / Integration with Big Data Frameworks / Da...
    Hive
  • Product Maturity / Licensing
    Licensing - Hybrid
  • Product Maturity / Core Features
    Natural Language Processing (NLP)
  • Product Maturity / Enterprise Features
    Shared Data Sources
  • Product Maturity / Core Features
    Statistical Modelling
  • Product Maturity / Core Features
    Times Series Exploration
WEAKNESSES
  • Product Maturity / Core Features / Visual Analytics Design /...
    Visualization Can Be Improved
    In Knime AG, visualization can be improved further with new versions.
  • Product Maturity / Breadth and Depth of Product Offering / D...
    Slow Process
    The startup process for Knime AG Analytics is very slow. It takes too much time to start. Show More
  • Product Maturity / Data Collections
    Customer Data
  • Product Maturity / Data Collections
    Firmographic
  • Product Maturity / Data Management
    Interactive Visualisation
  • Product Maturity / Data Collections
    Location [Pincodes]
  • Product Maturity / Data Management
    Real Time Dashboarding
  • Product Maturity / Data Management
    Report Automation
  • Product Maturity / Data Management
    Report Generation
  • Product Maturity / Core Features
    Advanced Condition Prediction
  • Product Maturity / Enterprise Features
    Auto-scaling
  • Product Maturity / Core Features
    Event Detection
  • Product Maturity / Integration with Big Data Frameworks / Da...
    Kafka
  • Product Maturity / Licensing
    Licensing - Data Volume
  • Product Maturity / Licensing
    Licensing - No of Records
  • Product Maturity / Licensing
    Licensing - Per data connection
  • Product Maturity / Licensing
    Licensing - Per Processor
  • Product Maturity / Licensing
    Licensing - Per seat
  • Product Maturity / Licensing
    Licensing - Per use / Per query
  • Product Maturity / Core Features
    No. of Third Party Data Providers
See More

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TOP USECASES
TOP FEATURES
  • Product Features and Functionality
    Core Features
  • Product Features and Functionality
    Enterprise Features
  • Product Features and Functionality / Integration with Big Da..
    Data Stores
  • Add-on Funtionalities / Machine Learning
    AI
  • Data Management
    Data Preparation (Data Management)
  • Support for Languages
    Support for R
  • Support for Languages
    Java
  • Integration with Big Data Frameworks / Data Stores
    Apache Spark
  • Target Users
    Data Scientists
  • Delivery Mode
    APIs

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KNIME AG Presence in Predictive Analytics Software

Questions & Answers

TOP REVIEWS

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Other,Company Name Classified
Other, Company Name Classified
#21 in Predictive Analytics Software 6 Reviews

“Very easy, very accurate"

(*)(*)(*)(*)( )4
KNIME isn’t a big firm but its number of contributors drive the platform forward with image processing and bioinformatics capabilities. The analytics platform provided by the company is easy to use and download. There are more than 1,000 analytical and model building operators. The vendor offers KNIME Server for sharing workflows and remote execution of model building workflows and advanced security.
Other,Company Name Classified
Other, Company Name Classified
#21 in Predictive Analytics Software 6 Reviews

“Great Software for Predictive Analytics and Data Mining"

(*)(*)(*)(*)(*)5

KNIME is a mix of power and ease-of-use. The software offers a database of icons for use as steps in an analysis can be customized with information regarding each step. Workflow documentation is possible, as is color coding, which enables users to differentiate sections. Most importantly, the software does not require a scripting language. The biggest strength of the software is it price—it is completely free to use, though the server version is paid. Other softwares are either expensive or offer limitations when offered for free. KNIME can integrate with Python, R, Spark, and even ImageJ for image analysis.

Its major weakness is its statistical methods—KNIME is lacking in this regard forcing one to lean on R or Python if statistical analysis rather than data mining is needed. Its weakness in statistical methods makes this a hard sell for users looking for advanced statistical and linear models.

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