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Machine Learning Data Catalog Software
Coalesce Catalog (formerly...
data.world
Coalesce Catalog (formerly...-vs-data.world
Compare Coalesce Catalog (formerly CastorDoc) and data.world
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Data Governance
Active Metadata Management
Machine Learning Data Catalog
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At a Glance
Pricing
Ratings
Features
Reviews
Alternatives
Discussions
Add Product
Coalesce Catalog (formerly CastorDoc)
(64)
4.7
out of
5
Coalesce Catalog (formerly CastorDoc)
By
Coalesce
Get a quote
data.world
(12)
4.2
out of
5
data.world
By
data.world
At a Glance
Star Rating
(64)
4.7
out of
5
(12)
4.2
out of
5
Market Segments
Mid-Market (58.7% of reviews)
Information
Small-Business (66.7% of reviews)
Information
Pros & Cons
Ease of Use
(3)
Collaboration
(2)
Connector Issues
(1)
Integration Issues
(1)
Analytics
(1)
Data Discovery
(1)
Poor Customer Support
(1)
Poor Support Services
(1)
Entry-Level Pricing
No pricing available
No pricing available
Coalesce Catalog (formerly CastorDoc)
Star Rating
(64)
4.7
out of
5
Market Segments
Mid-Market (58.7% of reviews)
Information
Pros & Cons
Ease of Use
(3)
Collaboration
(2)
Connector Issues
(1)
Integration Issues
(1)
Entry-Level Pricing
No pricing available
Learn more about Coalesce Catalog (formerly CastorDoc)
data.world
Star Rating
(12)
4.2
out of
5
Market Segments
Small-Business (66.7% of reviews)
Information
Pros & Cons
Analytics
(1)
Data Discovery
(1)
Poor Customer Support
(1)
Poor Support Services
(1)
Entry-Level Pricing
No pricing available
Learn more about data.world
Coalesce Catalog (formerly CastorDoc) vs data.world
Coalesce Catalog (formerly CastorDoc) and data.world both meet the requirements of our reviewers at a comparable rate.
When comparing quality of ongoing product support, reviewers felt that Coalesce Catalog (formerly CastorDoc) is the preferred option.
For feature updates and roadmaps, our reviewers preferred the direction of data.world over Coalesce Catalog (formerly CastorDoc).
Pricing
Entry-Level Pricing
Coalesce Catalog (formerly CastorDoc)
No pricing available
data.world
No pricing available
Free Trial
Coalesce Catalog (formerly CastorDoc)
Free Trial is available
data.world
No trial information available
Ratings
Meets Requirements
9.0
50
9.0
10
Ease of Use
9.6
52
8.8
10
Ease of Setup
9.3
26
Not enough data
Ease of Admin
9.1
25
Not enough data
Quality of Support
9.7
47
8.5
10
Has the product been a good partner in doing business?
9.5
25
Not enough data
Product Direction (% positive)
9.8
53
10.0
10
Features by Category
Machine Learning Data Catalog
Hide 21 Features
Show 21 Features
9.2
15
8.8
7
Data Governance
User Access Management
10.0
(won by 1.4)
13
8.6
7
Dynamic Data Masking
9.6
(won by 0.6)
9
9.0
5
Data Lineage
9.9
(won by 0.6)
13
9.3
5
Data Preparation
Search
9.7
(won by 1.6)
12
8.1
7
Data Quality and Cleansing
8.3
8
9.0
(won by 0.7)
7
Data Transformation
8.5
8
9.2
(won by 0.7)
6
Data Modeling
7.9
8
8.3
(won by 0.4)
6
Collaboration
Commenting
9.3
(won by 0.3)
12
9.0
7
Profiling and Classification
9.4
(tied score)
11
9.4
(tied score)
6
Business and Data Glossary
9.9
(won by 0.7)
13
9.2
6
Metadata Management
9.9
(won by 1.1)
14
8.8
7
Artificial Intelligence
Machine Learning Recommendations
9.4
(won by 0.6)
11
8.8
7
Natural Language Query
8.2
10
8.6
(won by 0.4)
7
Automatic Data Cleansing
8.5
9
8.6
(won by 0.1)
6
Generative AI
AI Text Generation
Not enough data
Not enough data
AI Text Summarization
Not enough data
Not enough data
Agentic AI - Machine Learning Data Catalog
Autonomous Task Execution
Not enough data
Not enough data
Multi-step Planning
Not enough data
Not enough data
Cross-system Integration
Not enough data
Not enough data
Adaptive Learning
Not enough data
Not enough data
Decision Making
Not enough data
Not enough data
Data Governance
Hide 29 Features
Show 29 Features
8.1
32
Not enough data
Administration
Data Modelling
7.9
(won by default)
19
Not enough data
Recommendations
8.5
(won by default)
21
Not enough data
Workflow Management
7.7
(won by default)
17
Not enough data
Dashboards and Visualizations
8.0
(won by default)
16
Not enough data
Management
Business Glossary
7.9
(won by default)
28
Not enough data
Data Discovery
9.1
(won by default)
30
Not enough data
Data Profililng
Feature Not Available
Not enough data
Reporting and Visualization
7.6
(won by default)
19
Not enough data
Data Lineage
9.4
(won by default)
32
Not enough data
Compliance
Sensitive Data Compliance
8.2
(won by default)
17
Not enough data
Training and Guidelines
8.0
(won by default)
18
Not enough data
Policy Enforcement
7.1
(won by default)
14
Not enough data
Compliance Monitoring
7.4
(won by default)
15
Not enough data
Security
Access Control
8.3
(won by default)
25
Not enough data
Roles Management
8.2
(won by default)
23
Not enough data
Compliance Management
8.3
(won by default)
20
Not enough data
Data Quality
Data Preparation
7.7
(won by default)
14
Not enough data
Data Distribution
8.1
(won by default)
15
Not enough data
Data Unification
8.2
(won by default)
17
Not enough data
Maintainence
Data Quality Management
8.0
(won by default)
22
Not enough data
Policy Management
8.3
(won by default)
18
Not enough data
Generative AI
AI Text Generation
Not enough data
Not enough data
AI Text Summarization
Not enough data
Not enough data
Agentic AI - Data Governance
Autonomous Task Execution
Not enough data
Not enough data
Multi-step Planning
Not enough data
Not enough data
Cross-system Integration
Not enough data
Not enough data
Adaptive Learning
Not enough data
Not enough data
Natural Language Interaction
Not enough data
Not enough data
Decision Making
Not enough data
Not enough data
Data Fabric
Hide 15 Features
Show 15 Features
Not enough data
Not enough data
Data Management
Data Integration
Not enough data
Not enough data
Data Discovery
Not enough data
Not enough data
Multi - Platform
Not enough data
Not enough data
Metadata
Not enough data
Not enough data
Analytics
Data Analytics
Not enough data
Not enough data
Security
Compliance
Not enough data
Not enough data
Governance
Not enough data
Not enough data
Data Protection
Not enough data
Not enough data
Generative AI
AI Text Generation
Not enough data
Not enough data
AI Text Summarization
Not enough data
Not enough data
Agentic AI - Data Fabric
Autonomous Task Execution
Not enough data
Not enough data
Multi-step Planning
Not enough data
Not enough data
Cross-system Integration
Not enough data
Not enough data
Adaptive Learning
Not enough data
Not enough data
Decision Making
Not enough data
Not enough data
Graph Databases
Hide 15 Features
Show 15 Features
Not enough data
Not enough data
Data Management
Data Model
Not enough data
Not enough data
Data Types
Not enough data
Not enough data
Built - In Search
Not enough data
Not enough data
Event Triggers
Not enough data
Not enough data
Query Language
Not enough data
Not enough data
Availability
Auto Sharding
Not enough data
Not enough data
Auto Recovery
Not enough data
Not enough data
Performance
Query Optimization
Not enough data
Not enough data
Security
Role-Based Authorization
Not enough data
Not enough data
Authentication
Not enough data
Not enough data
Audit Logs
Not enough data
Not enough data
Encryption
Not enough data
Not enough data
Support
Multi-Model
Not enough data
Not enough data
BI Connectors
Not enough data
Not enough data
Operating Systems
Not enough data
Not enough data
DataOps Platforms
Hide 17 Features
Show 17 Features
8.4
11
Not enough data
Data Management
Data Integration
8.9
(won by default)
9
Not enough data
Metadata
9.3
(won by default)
10
Not enough data
Self-service
9.3
(won by default)
10
Not enough data
Automated workflows
7.8
(won by default)
10
Not enough data
Agentic AI - DataOps Platforms
Autonomous Task Execution
Not enough data
Not enough data
Multi-step Planning
Not enough data
Not enough data
Cross-system Integration
Not enough data
Not enough data
Adaptive Learning
Not enough data
Not enough data
Decision Making
Not enough data
Not enough data
Analytics
Analytics capabilities
7.8
(won by default)
10
Not enough data
Dasboard visualizations
8.5
(won by default)
10
Not enough data
Monitoring and Management
Data Observability
8.5
(won by default)
10
Not enough data
Testing capabilities
8.1
(won by default)
8
Not enough data
Cloud Deployment
Hybrid cloud support
7.6
(won by default)
7
Not enough data
Cloud migration capabilities
8.6
(won by default)
7
Not enough data
Generative AI
AI Text Generation
Not enough data
Not enough data
AI Text Summarization
Not enough data
Not enough data
Active Metadata Management
Hide 10 Features
Show 10 Features
8.9
26
Not enough data
Data management
Metadata Management
9.3
(won by default)
23
Not enough data
Automation Features
8.2
(won by default)
19
Not enough data
Collaboration
9.1
(won by default)
22
Not enough data
Data Lineage
9.7
(won by default)
26
Not enough data
Data Discovery
9.4
(won by default)
25
Not enough data
Reporting
Intelligent Insights
9.0
(won by default)
16
Not enough data
Actionable Insights
8.0
(won by default)
15
Not enough data
Dashboards
8.6
(won by default)
13
Not enough data
Generative AI
AI Text Generation
Not enough data
Not enough data
AI Text Summarization
Not enough data
Not enough data
Categories
Categories
Shared Categories
Coalesce Catalog (formerly CastorDoc)
data.world
Coalesce Catalog (formerly CastorDoc) and data.world are categorized as
Data Governance
,
Active Metadata Management
, and
Machine Learning Data Catalog
Unique Categories
Coalesce Catalog (formerly CastorDoc) is categorized as
DataOps Platforms
data.world is categorized as
Graph Databases
and
Data Fabric
Reviews
Reviewers' Company Size
Coalesce Catalog (formerly CastorDoc)
Small-Business
(50 or fewer emp.)
14.3%
Mid-Market
(51-1000 emp.)
58.7%
Enterprise
(> 1000 emp.)
27.0%
data.world
Small-Business
(50 or fewer emp.)
66.7%
Mid-Market
(51-1000 emp.)
25.0%
Enterprise
(> 1000 emp.)
8.3%
Small-Business
(50 or fewer emp.)
14.3%
66.7%
Mid-Market
(51-1000 emp.)
58.7%
25.0%
Enterprise
(> 1000 emp.)
27.0%
8.3%
Reviewers' Industry
Coalesce Catalog (formerly CastorDoc)
Information Technology and Services
17.5%
Financial Services
15.9%
Computer Software
11.1%
Marketing and Advertising
6.3%
Insurance
3.2%
Other
46.0%
data.world
Computer Software
25.0%
Research
16.7%
Information Technology and Services
16.7%
Manufacturing
8.3%
Telecommunications
8.3%
Other
25.0%
Alternatives
Coalesce Catalog (formerly CastorDoc) Alternatives
Atlan
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Secoda
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Databricks
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Monte Carlo
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data.world Alternatives
Tealium Customer Data Hub
Add Tealium Customer Data Hub
Twilio Segment
Add Twilio Segment
Egnyte
Add Egnyte
Databricks
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See all alternatives
Discussions
Coalesce Catalog (formerly CastorDoc) Discussions
Coalesce Catalog (formerly CastorDoc) has no discussions with answers
See all discussions
data.world Discussions
What is data.world used for?
1 Comment
AM
Used as a library of data sets
Read more
data.world has no more discussions with answers
See all discussions
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