Compare and Evaluate

Data Preparation for Analytics

Data Preparation for Analytics software enables data collection, cleansing, profiling, enrichment, integration and cataloging to facilitate BI & Analytics.

The Data Quadrant is a thorough evaluation and ranking of all software in an individual category to compare platforms across multiple dimensions.

These include:

  • User Satisfaction Rankings
  • Business Value Scores
  • Vendor Capability Comparisons
  • Product Feature Evaluations

The Emotional Footprint is a powerful indicator of overall user sentiment toward the relationship with the vendor, capturing data across five dimensions.

These include:

  • Strategy and Innovation
  • Service Experience
  • Conflict Resolution
  • Product Impact
  • Negotiation and Contract

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Data Preparation for Analytics Products

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Alteryx, Inc.

Alteryx

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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1010data

1010data Insights Platform

The 1010data analytical platform as a service (APaaS) delivers a comprehensive solution as a single, powerful, easy to use cloud-based service. With 1010data, you don't have to worry about a technology stack, an army of systems integrators, and straining your IT staff.

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TIBCO Software

TIBCO EBX

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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Google

Google BigQuery

BigQuery is Google's fully managed, NoOps, low cost analytics database. With BigQuery you have no infrastructure to manage and don't need a database administrator, use familiar SQL and can take advantage of pay-as-you-go model.

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Databricks

Databricks

We believe big data should be simple. Apache Spark™ made a big step towards this goal. Databricks makes Spark easy through a cloud-based integrated workspace.

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Datameer

Datameer

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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Tamr

Tamr Platform

Tamr focuses on solving the core problems associated with integrating many disparate datasets across the enterprise in a rapid and scalable manner.

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Ataccama Corporation

Ataccama ONE

Data needs to be refined to create the information you need to run your business. That is where our products enter the picture. Individually, they provide powerful, easy-to-use solutions to different aspects of the data quality process. Together, they deliver an integrated platform with the performance and scalability to tackle the most advanced data quality, master data management, data governance, and big data projects.

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Trifacta

Trifacta Wrangler

Whether you’re trying to improve the efficiency of an existing analysis process or utilize new sources of data for a new initiative, Trifacta’s data wrangling solutions empower you to do more with data of all shapes and sizes.

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Workday, Inc.

Workday Adaptive Planning

Manage your expenses, budgets, capital, revenue, and workforce. Streamline your financial close. Manage profitability. Our cloud-based business performance management solutions deliver planning, forecasting, reporting, and dashboards for insight across your organization.

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Snowflake Computing

Snowflake

Snowflake’s cloud data platform supports a multi-cloud strategy, including a cross-cloud approach to mix and match clouds as you see fit. Snowflake is available globally on AWS, Azure and Google Cloud Platform. With a common and interchangeable code base, Snowflake delivers advantages such as global data replication, which means you can move your data to any cloud in any region, without having to re-code your applications or learn new skills.

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SAS Institute Inc.

SAS Visual Data Mining and Machine Learning

Solve the most complex analytical problems with a single, integrated, collaborative solution – now with its own automated modeling API.

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Dataiku

Dataiku DSS

Dataiku is the platform democratizing access to data and enabling enterprises to build their own path to AI in a human-centric way.

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Cambridge Semantics Inc

Anzo

Anzo is a modern data discovery and integration platform that lets anyone find, connect and blend any enterprise data into analytics-ready datasets.

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Paxata

Paxata Adaptive Information Platform

The scale and complexity of data across the enterprise has created obstacles in realizing its business value quickly. Traditional IT tools are too slow and too complex. Newer desktop self-service solutions lack governance and scalability. Paxata has created an enterprise-grade information management platform that offers governed, self-service data preparation for large data at scale and at speed.

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Altair Engineering, Inc.

Altair Monarch

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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Microsoft

Microsoft Power Query

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

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Informatica LLC

Informatica Enterprise Data Preparation

Informatica Enterprise Data Preparation empowers data scientists and data analysts to rapidly discover, enrich, cleanse, and govern data pipelines for faster insights.

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RapidMiner

RapidMiner

Built for analytics teams, RapidMiner unifies the entire data science lifecycle from data prep to machine learning to predictive model operations.

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