SoftwareReviews names Alteryx, Microsoft Power Query, Databricks Lakehouse Platform, and Altair Monarch as Data Preparation for Analytics Emotional Footprint Award Winners.
SoftwareReviews Emotional Footprint Awards evaluate and rank products based on emotional
response ratings from IT and business professionals. Using our Emotional Footprint methodology,
we aggregate emotional footprint scores across 26 dimensions of the vendor-client relationship
and product effectiveness, creating a powerful indicator of overall user feeling toward the vendor and product.
Emotional Footprint Awards are proudly founded in 100% user review data and are free of
traditional “magical” components such as market presence and analyst opinion, which are
opaque in nature and may be influenced by vendor pressure, financial or otherwise.
Read The In-Depth Report
See how each vendor stacks up across each of the 26 dimensions
and our thorough evaluation of vendor capabilities, product features, and overall satisfaction.
Emotional Footprint is scored using our “Net Emotional Footprint” Index. This index tracks responses
across 26 dimensions of emotional footprint that span 5 categories: Purchasing, Service Experience,
Product Impact, Vendor Strategy, and Conflict Resolution. Then, the following calculation is done
across this index:
% of Positive Reviews - % of Negative Reviews
For clarity, the total percentage of positive, neutral, and negative ratings is shown for each vendor as well.
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.
The Databricks Lakehouse Platform combines the best elements of data lakes and data warehouses to deliver the reliability, strong governance and performance of data warehouses with the openness, flexibility and machine learning support of data lakes.
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.
Built for analytics teams, Altair RapidMiner Studio unifies the entire data science lifecycle from data prep to machine learning to predictive model operations.
TIBCO's master data management (MDM) platform delivers the governance processes needed to construct and effectively maintain a centralized source of accurate intelligence.
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.
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.
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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