Data Preparation for Analytics Software

Data Preparation for Analytics

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

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.

Switch to Emotional Footprint
Products: 11
Next Award: Apr 2025

Top Data Preparation for Analytics Software 2024

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Alteryx

Alteryx

Composite Score
8.7 /10
CX Score
9.0 /10

Alteryx provides a single workflow for data blending, analytics, and reporting. This workflow allows the seamless blending of internal, third party and cloud-based data, and simple analysis using 60+ prebuilt tools for spatial and predictive analytics.

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Pros

  • Performance Enhancing
  • Enables Productivity
  • Respectful
  • Acts with Integrity
Badge Winner
Badge Winner
Composite Score
8.6 /10
CX Score
8.9 /10

The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals.

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Pros

  • Helps Innovate
  • Respectful
  • Client Friendly Policies
  • Fair
Badge Winner
Badge Winner
Microsoft Corporation

Microsoft Power Query

Composite Score
8.4 /10
CX Score
8.8 /10

Power Query is the easiest way to connect, extract, transform and load data from a wide range of sources.

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Pros

  • Reliable
  • Fair
  • Helps Innovate
  • Trustworthy
Badge Winner
Badge Winner
Tableau Software

Tableau Prep

Composite Score
8.1 /10
CX Score
8.4 /10

Tableau Prep makes it easier to prepare, shape, and combine data for analysis. Tableau Prep ensures that data sources are clean and organized before sharing, and saves companies countless hours of preparation.

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Pros

  • Helps Innovate
  • Continually Improving Product
  • Enables Productivity
  • Trustworthy
Badge Winner
Altair Engineering, Inc.

Altair Monarch

Composite Score
7.9 /10
CX Score
8.3 /10

Monarch is a market leading desktop-based self-service data preparation solution. Monarch connects to multiple data sources including structured and unstructured data, cloud-based data, and big data. Connecting to data, cleansing and manipulating data requires no coding.

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Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing
Badge Winner
Badge Winner
Composite Score
7.6 /10
CX Score
8.1 /10

Ingest, integrate and cleanse your data with a single data engineering solution optimized for FinOps.

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Pros

  • Helps Innovate
  • Reliable
  • Performance Enhancing
  • Enables Productivity
TIBCO Software

TIBCO EBX

Composite Score
7.4 /10
CX Score
7.9 /10

TIBCO's master data management (MDM) platform delivers the governance processes needed to construct and effectively maintain a centralized source of accurate intelligence.

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Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing
Composite Score
7.2 /10
CX Score
7.8 /10

It can be challenging to collect the right data from diverse sources, and an even bigger challenge to do so at the speed your business demands. Talend provides a unified approach that combines rapid data integration, transformation, and mapping with automated quality checks to ensure trustworthy data every step of the way.

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Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing
Composite Score
6.3 /10
CX Score
5.8 /10

Getting your data into Datameer is as simple as picking your data store from a drop-down menu of 70+ common sources and selecting how – and when – you want to pull your data. Big or small, structured or unstructured, a one-time upload or scheduled to pull every minute. All data is welcome; schemas are not required.

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Pros

  • Respectful
  • Efficient Service
  • Transparent
  • Security Protects

Cons

  • Charges for Enhancements
  • Vendor Friendly Policies
  • Vendor's Interest First

Products below are ineligible for awards due to insufficient recent reviews

Ataccama Corporation

Ataccama ONE Platform

Composite Score
8.1 /10
CX Score
8.3 /10

Ataccama enables enterprise data democratization with a unified platform for automated data quality, MDM, and metadata management across cloud and hybrid environments. We enable business and data teams to collaborate on creating high quality, reusable data products and massively scale data-driven innovation while maintaining data accuracy, control, and governance.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing