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Best Data Preparation Tools and Software - Page 4

SJ
Researched and written by Shalaka Joshi

Data preparation software tools assists in the process of discovering, blending, combining, cleansing, enriching, and transforming data so large datasets can be easily integrated, consumed, and analyzed with business intelligence and analytics solutions. Data preparation tools provide IT departments, data analysts, data scientists, and average business users a platform to integrate disparate data sources in a quick and efficient way. It makes for a much smoother analysis experience when businesses attempt to extract actionable insights from their data. Many data preparation solutions offer the functionality of data governance software, metadata management, and machine learning features. Data preparation is necessary to improve data quality.

Data preparation services are used by data-driven companies that empower their employees to explore business data to enhance decision making and drive productive change. Data preparation platforms integrates with analytics platforms and other analytics tools to clean datasets that can be easily understood and acted upon. The integration with intelligence and analytical software helps in the actual analysis of the data. Data preparation tools may also be used in conjunction with data integration software to make it easier when combining data sources.

Many business intelligence platforms and self-service business intelligence software have data preparation capabilities. Additionally, data preparation functionality can be included in data quality software.

To qualify for inclusion in the Data Preparation category, a product must:

Provide data preparation capabilities such as blending, combining, and transforming datasets for simple analysis and integration
Provide cleansing and enrichment capabilities for a higher level of data quality
Offer integrations with analytics and data integration solutions
Exist as standalone software or in integration with an analytics platform, with clear mention of data preparation capabilities

Best Data Preparation Software At A Glance

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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

No filters applied
84 Listings in Data Preparation Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Coalesce is a data development platform that standardizes, automates and accelerates the process of creating data projects of any size or complexity. Coalesce simplifies data transformations with a vi

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 40% Enterprise
    • 40% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Coalesce Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    5
    User Interface
    4
    Automation
    3
    Data Lineage
    3
    Easy Integrations
    3
    Cons
    Integration Issues
    2
    Alert Overload
    1
    Connection Issues
    1
    Dependency Issues
    1
    Difficult Management
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Coalesce features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    8.9
    Data Workflows
    Average: 8.7
    5.8
    Profiling and Classification
    Average: 8.4
    8.3
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Coalesce
    Company Website
    Year Founded
    2020
    HQ Location
    San Francisco, CA
    LinkedIn® Page
    www.linkedin.com
    110 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Coalesce is a data development platform that standardizes, automates and accelerates the process of creating data projects of any size or complexity. Coalesce simplifies data transformations with a vi

Users
No information available
Industries
No information available
Market Segment
  • 40% Enterprise
  • 40% Small-Business
Coalesce Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
5
User Interface
4
Automation
3
Data Lineage
3
Easy Integrations
3
Cons
Integration Issues
2
Alert Overload
1
Connection Issues
1
Dependency Issues
1
Difficult Management
1
Coalesce features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
8.9
Data Workflows
Average: 8.7
5.8
Profiling and Classification
Average: 8.4
8.3
Data Joining
Average: 8.8
Seller Details
Seller
Coalesce
Company Website
Year Founded
2020
HQ Location
San Francisco, CA
LinkedIn® Page
www.linkedin.com
110 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Globalization and the emergence of new applications demand accurate correlations between entity records, which have been expressed with different schemas, formats, fields, and attributes. In a private

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 80% Small-Business
    • 20% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • CUBO iQ® Enterprise features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.0
    6.7
    Data Workflows
    Average: 8.7
    6.7
    Profiling and Classification
    Average: 8.4
    6.7
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2019
    HQ Location
    Bogotá, CO
    LinkedIn® Page
    www.linkedin.com
    15 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Globalization and the emergence of new applications demand accurate correlations between entity records, which have been expressed with different schemas, formats, fields, and attributes. In a private

Users
No information available
Industries
No information available
Market Segment
  • 80% Small-Business
  • 20% Mid-Market
CUBO iQ® Enterprise features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.0
6.7
Data Workflows
Average: 8.7
6.7
Profiling and Classification
Average: 8.4
6.7
Data Joining
Average: 8.8
Seller Details
Year Founded
2019
HQ Location
Bogotá, CO
LinkedIn® Page
www.linkedin.com
15 employees on LinkedIn®

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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Infoveave is a data automation and decision intelligence platform that helps organizations manage and utilize their data securely and efficiently. By integrating multiple data sources and automating w

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 75% Small-Business
    • 25% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Infoveave Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    3
    Easy Integrations
    3
    Features
    3
    Community Support
    2
    Customer Support
    2
    Cons
    Poor Customer Support
    2
    Dashboard Issues
    1
    Data Cleaning
    1
    Data Inaccuracy
    1
    Data Integration
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Infoveave features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    HQ Location
    N/A
    Twitter
    @infoveave
    14 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Infoveave is a data automation and decision intelligence platform that helps organizations manage and utilize their data securely and efficiently. By integrating multiple data sources and automating w

Users
No information available
Industries
No information available
Market Segment
  • 75% Small-Business
  • 25% Mid-Market
Infoveave Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
3
Easy Integrations
3
Features
3
Community Support
2
Customer Support
2
Cons
Poor Customer Support
2
Dashboard Issues
1
Data Cleaning
1
Data Inaccuracy
1
Data Integration
1
Infoveave features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
HQ Location
N/A
Twitter
@infoveave
14 Twitter followers
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SAS® DATA PREPARATION Quickly prepare data for analytics using machine learning and AI suggestions – without coding, needing specialized skills or relying on IT.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 18% Small-Business
    • 9% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SAS Data Preparation Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    3
    Data Integration
    2
    Data Preparation
    2
    Analysis
    1
    Analytics
    1
    Cons
    Data Management
    1
    Insufficient Training
    1
    Missing Features
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Data Preparation features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.0
    9.4
    Data Workflows
    Average: 8.7
    9.4
    Profiling and Classification
    Average: 8.4
    9.4
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    62,199 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17,268 employees on LinkedIn®
    Phone
    1-800-727-0025
Product Description
How are these determined?Information
This description is provided by the seller.

SAS® DATA PREPARATION Quickly prepare data for analytics using machine learning and AI suggestions – without coding, needing specialized skills or relying on IT.

Users
No information available
Industries
No information available
Market Segment
  • 18% Small-Business
  • 9% Mid-Market
SAS Data Preparation Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
3
Data Integration
2
Data Preparation
2
Analysis
1
Analytics
1
Cons
Data Management
1
Insufficient Training
1
Missing Features
1
SAS Data Preparation features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.0
9.4
Data Workflows
Average: 8.7
9.4
Profiling and Classification
Average: 8.4
9.4
Data Joining
Average: 8.8
Seller Details
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
62,199 Twitter followers
LinkedIn® Page
www.linkedin.com
17,268 employees on LinkedIn®
Phone
1-800-727-0025
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Superb AI provides the most advanced computer vision platform that makes data preparation, curation and model deployment faster and easier than ever before. Specializing in adaptable automation for la

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
    • 50% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Superb AI Suite Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    5
    Data Labeling
    4
    Data Labelling
    4
    Annotation Efficiency
    3
    Efficiency
    3
    Cons
    Missing Features
    2
    Annotation Issues
    1
    Difficult Learning
    1
    Difficult Setup
    1
    Inadequate Filtering
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Superb AI Suite features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    10.0
    Data Workflows
    Average: 8.7
    9.4
    Profiling and Classification
    Average: 8.4
    9.4
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2018
    HQ Location
    San Mateo , US
    Twitter
    @superb_hq
    424 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    59 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Superb AI provides the most advanced computer vision platform that makes data preparation, curation and model deployment faster and easier than ever before. Specializing in adaptable automation for la

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
  • 50% Small-Business
Superb AI Suite Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
5
Data Labeling
4
Data Labelling
4
Annotation Efficiency
3
Efficiency
3
Cons
Missing Features
2
Annotation Issues
1
Difficult Learning
1
Difficult Setup
1
Inadequate Filtering
1
Superb AI Suite features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
10.0
Data Workflows
Average: 8.7
9.4
Profiling and Classification
Average: 8.4
9.4
Data Joining
Average: 8.8
Seller Details
Year Founded
2018
HQ Location
San Mateo , US
Twitter
@superb_hq
424 Twitter followers
LinkedIn® Page
www.linkedin.com
59 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Talend Data Preparation combines intuitive self-service data preparation and data curation tools with data integration to accelerate data usage across the organization.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Small-Business
    • 33% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Talend Data Preparation features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Qlik
    Year Founded
    1993
    HQ Location
    Radnor, PA
    Twitter
    @qlik
    65,495 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3,938 employees on LinkedIn®
    Phone
    1 (888) 994-9854
Product Description
How are these determined?Information
This description is provided by the seller.

Talend Data Preparation combines intuitive self-service data preparation and data curation tools with data integration to accelerate data usage across the organization.

Users
No information available
Industries
No information available
Market Segment
  • 67% Small-Business
  • 33% Mid-Market
Talend Data Preparation features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Qlik
Year Founded
1993
HQ Location
Radnor, PA
Twitter
@qlik
65,495 Twitter followers
LinkedIn® Page
www.linkedin.com
3,938 employees on LinkedIn®
Phone
1 (888) 994-9854
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    bipp is a modern, cloud business intelligence platform that lets you explore billions of records in real-time. Simply connect your datasource, and build reusable data models with our Data Modeling Lay

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Small-Business
    • 33% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • BIPP Business Intelligence Platform features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 9.0
    8.3
    Data Workflows
    Average: 8.7
    8.3
    Profiling and Classification
    Average: 8.4
    10.0
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    BIPP
    Year Founded
    2017
    HQ Location
    N/A
    Twitter
    @bippanalytics
    102 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    52 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

bipp is a modern, cloud business intelligence platform that lets you explore billions of records in real-time. Simply connect your datasource, and build reusable data models with our Data Modeling Lay

Users
No information available
Industries
No information available
Market Segment
  • 67% Small-Business
  • 33% Mid-Market
BIPP Business Intelligence Platform features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 9.0
8.3
Data Workflows
Average: 8.7
8.3
Profiling and Classification
Average: 8.4
10.0
Data Joining
Average: 8.8
Seller Details
Seller
BIPP
Year Founded
2017
HQ Location
N/A
Twitter
@bippanalytics
102 Twitter followers
LinkedIn® Page
www.linkedin.com
52 employees on LinkedIn®
(3)4.5 out of 5
View top Consulting Services for Oracle Big Data Preparation Cloud Service
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Built natively in Hadoop and Spark for scale, Oracle Big Data Preparation Cloud Service provides a highly intuitive and interactive way for analysts to prepare unstructured, semi-structured and struct

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Enterprise
    • 33% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Oracle Big Data Preparation Cloud Service features and usability ratings that predict user satisfaction
    0.0
    No information available
    8.3
    Data Workflows
    Average: 8.7
    9.2
    Profiling and Classification
    Average: 8.4
    7.5
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Oracle
    Year Founded
    1977
    HQ Location
    Austin, TX
    Twitter
    @Oracle
    823,886 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    199,405 employees on LinkedIn®
    Ownership
    NYSE:ORCL
Product Description
How are these determined?Information
This description is provided by the seller.

Built natively in Hadoop and Spark for scale, Oracle Big Data Preparation Cloud Service provides a highly intuitive and interactive way for analysts to prepare unstructured, semi-structured and struct

Users
No information available
Industries
No information available
Market Segment
  • 67% Enterprise
  • 33% Mid-Market
Oracle Big Data Preparation Cloud Service features and usability ratings that predict user satisfaction
0.0
No information available
8.3
Data Workflows
Average: 8.7
9.2
Profiling and Classification
Average: 8.4
7.5
Data Joining
Average: 8.8
Seller Details
Seller
Oracle
Year Founded
1977
HQ Location
Austin, TX
Twitter
@Oracle
823,886 Twitter followers
LinkedIn® Page
www.linkedin.com
199,405 employees on LinkedIn®
Ownership
NYSE:ORCL
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Used in conjunction with Toad Data Point, Toad Intelligence Central is a cost-effective, server based application that transfers power back to your business. Improve collaboration among Toad users thr

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Enterprise
    • 50% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Toad Intelligence Central Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Automation
    1
    Large Data Handling
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Toad Intelligence Central features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    6.7
    Profiling and Classification
    Average: 8.4
    8.3
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1987
    HQ Location
    Aliso Viejo, CA
    Twitter
    @Quest
    17,577 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3,610 employees on LinkedIn®
    Ownership
    NYSE: DGX
Product Description
How are these determined?Information
This description is provided by the seller.

Used in conjunction with Toad Data Point, Toad Intelligence Central is a cost-effective, server based application that transfers power back to your business. Improve collaboration among Toad users thr

Users
No information available
Industries
No information available
Market Segment
  • 50% Enterprise
  • 50% Small-Business
Toad Intelligence Central Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Automation
1
Large Data Handling
1
Cons
This product has not yet received any negative sentiments.
Toad Intelligence Central features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
6.7
Profiling and Classification
Average: 8.4
8.3
Data Joining
Average: 8.8
Seller Details
Year Founded
1987
HQ Location
Aliso Viejo, CA
Twitter
@Quest
17,577 Twitter followers
LinkedIn® Page
www.linkedin.com
3,610 employees on LinkedIn®
Ownership
NYSE: DGX
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    FreeSight is a powerful self-service tool for data integration, data preparation, analytics and reporting tasks. It is also development platform for automating business processes and recurring report

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • FreeSight features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Twitter
    @FreeSightSw
    387 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

FreeSight is a powerful self-service tool for data integration, data preparation, analytics and reporting tasks. It is also development platform for automating business processes and recurring report

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
FreeSight features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Twitter
@FreeSightSw
387 Twitter followers
LinkedIn® Page
www.linkedin.com
3 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The Data Refinery tool, available via Watson Studio and Watson Knowledge Catalog, saves data preparation time by quickly transforming large amounts of raw data into consumable, quality information tha

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM Data Refinery features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    10.0
    Data Workflows
    Average: 8.7
    10.0
    Profiling and Classification
    Average: 8.4
    10.0
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    709,653 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    317,108 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

The Data Refinery tool, available via Watson Studio and Watson Knowledge Catalog, saves data preparation time by quickly transforming large amounts of raw data into consumable, quality information tha

Users
No information available
Industries
No information available
Market Segment
  • 100% Enterprise
IBM Data Refinery features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
10.0
Data Workflows
Average: 8.7
10.0
Profiling and Classification
Average: 8.4
10.0
Data Joining
Average: 8.8
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
709,653 Twitter followers
LinkedIn® Page
www.linkedin.com
317,108 employees on LinkedIn®
Ownership
SWX:IBM
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Uniting data from marketing, sales, operations and finance systems and gluing it together with public datasets to create an enriched, trustworthy single view; Used by the next generation of British

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • The Data Refinery Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Analysis
    1
    Automation
    1
    Automation Efficiency
    1
    Data Accuracy
    1
    Data Analysis
    1
    Cons
    Complexity
    1
    Complex Usability
    1
    Difficulty
    1
    Expensive
    1
    Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • The Data Refinery features and usability ratings that predict user satisfaction
    0.0
    No information available
    10.0
    Data Workflows
    Average: 8.7
    10.0
    Profiling and Classification
    Average: 8.4
    10.0
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
Product Description
How are these determined?Information
This description is provided by the seller.

Uniting data from marketing, sales, operations and finance systems and gluing it together with public datasets to create an enriched, trustworthy single view; Used by the next generation of British

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
The Data Refinery Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Analysis
1
Automation
1
Automation Efficiency
1
Data Accuracy
1
Data Analysis
1
Cons
Complexity
1
Complex Usability
1
Difficulty
1
Expensive
1
Learning Curve
1
The Data Refinery features and usability ratings that predict user satisfaction
0.0
No information available
10.0
Data Workflows
Average: 8.7
10.0
Profiling and Classification
Average: 8.4
10.0
Data Joining
Average: 8.8
Seller Details
(3)4.8 out of 5
Optimized for quick response
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    TROCCO is a data integration and automation platform that combines several areas of the data engineering workflow into one platform, significantly reducing the time spent trying to stitch together mul

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Mid-Market
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • TROCCO Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Connectors Quantity
    2
    Ease of Use
    2
    Data Integration
    1
    Easy Integrations
    1
    ETL Efficiency
    1
    Cons
    Learning Curve
    1
    Poor Documentation
    1
    Steep Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • TROCCO features and usability ratings that predict user satisfaction
    6.7
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2015
    HQ Location
    Tokyo, Japan
    LinkedIn® Page
    www.linkedin.com
    21 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

TROCCO is a data integration and automation platform that combines several areas of the data engineering workflow into one platform, significantly reducing the time spent trying to stitch together mul

Users
No information available
Industries
No information available
Market Segment
  • 67% Mid-Market
  • 33% Enterprise
TROCCO Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Connectors Quantity
2
Ease of Use
2
Data Integration
1
Easy Integrations
1
ETL Efficiency
1
Cons
Learning Curve
1
Poor Documentation
1
Steep Learning Curve
1
TROCCO features and usability ratings that predict user satisfaction
6.7
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Company Website
Year Founded
2015
HQ Location
Tokyo, Japan
LinkedIn® Page
www.linkedin.com
21 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Veera, an easy and affordable platform for data prep, predictive modeling and end-user data exploration. Join the movement to decentralize analytics, democratize data and enable smarter, faster, data-

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Veera features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Twitter
    @RapidInsightInc
    564 Twitter followers
Product Description
How are these determined?Information
This description is provided by the seller.

Veera, an easy and affordable platform for data prep, predictive modeling and end-user data exploration. Join the movement to decentralize analytics, democratize data and enable smarter, faster, data-

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
Veera features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Twitter
@RapidInsightInc
564 Twitter followers
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    At Zaloni, we believe in the unrealized power of data. Our data management software, Arena, provides an augmented catalog that enables self-service data enrichment and consumption. We work with the wo

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Zaloni Data Governance features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Zaloni
    Twitter
    @zaloni
    1,330 Twitter followers
Product Description
How are these determined?Information
This description is provided by the seller.

At Zaloni, we believe in the unrealized power of data. Our data management software, Arena, provides an augmented catalog that enables self-service data enrichment and consumption. We work with the wo

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Zaloni Data Governance features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Zaloni
Twitter
@zaloni
1,330 Twitter followers