Data Preparation for Analytics Software
What is Data Preparation for Analytics Software?
Data Preparation for Analytics software enables data collection, cleansing, profiling, enrichment, integration and cataloging to facilitate BI & Analytics.
Common Features
- Data Connectors and Data Mashup
- Data Cleansing
- Data Profiling
- Data Enrichment
- Data Integration
- Data Access
- Self Service and Ad Hoc Capabilities
- Collaboration
- Data Discovery and Search
- Intelligent Alerts and Notifications
- Data Labeling
- Data Mining
- Data Pre-Processing
- Data Modelling Tools
- Data Security
- Metadata Management
- Cataloging
- Data Packaging
- Record Deduplication
Our Methodology
Composite Score
Vendors are ranked by the composite score, which is comprised of feature, capability, relationship, and overall satisfaction scores while factoring in the volume and recency of reviews.
CX Score
The CX score is comprised of the emotional footprint metrics, balanced by metrics related to the overall value of the software, while factoring in the volume and recency of reviews.
Data Quadrant
SoftwareReviews collects user insights that help organizations more effectively choose software that meets their needs, measure business value, and improve selection.
Rankings, results, and positioning on SoftwareReviews reports is based entirely on end-user feedback solicited from a proprietary online survey engine.
Leaders
Products that resonate strongest in the market, balancing features with a great user experience.
Product Innovators
Products that emphasize product features, gaining strong recommendations from their customers.
Service Stars
Products that emphasize a good user experience and build strong relationships with customers.
Challengers
Products that are strong performers in some areas and trail in others. Often up-and-coming vendors.
Emotional Footprint
SoftwareReviews collects user insights that help organizations more effectively choose software that meets their needs, measure business value, and improve selection.
Rankings, results, and positioning on SoftwareReviews reports is based entirely on end-user feedback solicited by a proprietary online survey engine.
Champions
Products that resonate highly with users at an emotional level. Users have specific emotional views towards these products like love, trust, and effectiveness.
Relationship Builders
Products that are bulletproof and focus on fulfilling core needs with steady support, not the latest feature.
Value Players
Products that succeed on cost and service effectiveness with users.
Contenders
Products seen as good in some areas and trailing in others. Users look to these for innovation at the edge but aren't fully committed.
Top Data Preparation for Analytics Software
2024 Data Quadrant Awards
2023 Emotional Footprint Awards
At SoftwareReviews, we take pride in recognizing excellence. Each year, we present the Data Quadrant Awards to top-performing software products based solely on authentic user reviews, without any paid placements or analyst opinions. These awards highlight software products that excel in terms of features, vendor capabilities, and customer relationships, earning them the highest overall rankings.
At SoftwareReviews, we take pride in recognizing excellence. Each year, we present the Emotional Footprint Awards to top-performing software products based solely on authentic user reviews, without any paid placements or analyst opinions. These awards shine a spotlight on software vendors who excel in crafting and nurturing strong customer relationships.
