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ease
features
design
support

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Description

Deequ is an innovative library that extends Apache Spark to create "unit tests for data," aiming to assess the quality of extensive datasets. We welcome any feedback and contributions from users. The library requires Java 8 for operation. It is important to note that Deequ version 2.x is compatible exclusively with Spark 3.1, and the two are interdependent. For those using earlier versions of Spark, the Deequ 1.x version should be utilized, which is maintained in the legacy-spark-3.0 branch. Additionally, we offer legacy releases that work with Apache Spark versions ranging from 2.2.x to 3.0.x. The Spark releases 2.2.x and 2.3.x are built on Scala 2.11, while the 2.4.x, 3.0.x, and 3.1.x releases require Scala 2.12. The primary goal of Deequ is to perform "unit-testing" on data to identify potential issues early on, ensuring that errors are caught before the data reaches consuming systems or machine learning models. In the sections that follow, we will provide a simple example to demonstrate the fundamental functionalities of our library, highlighting its ease of use and effectiveness in maintaining data integrity.

Description

GuideSpark is a leader in change communication, guiding over 1,000 enterprise clients to business success through changing the hearts and minds employees. GuideSpark Communicate Cloud®, which drives organizational change, provides targeted experiences that engage, motivate, and change employees to achieve your business goals. GuideSpark helps you manage, measure and scale internal communications effectiveness.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Apache Spark Yes 
Microsoft Excel No 
Microsoft Teams No 
Slack No 
Workday HCM No 

Integrations

Apache Spark No 
Microsoft Excel Yes 
Microsoft Teams Yes 
Slack Yes 
Workday HCM Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Deequ

Website

github.com/awslabs/deequ

Vendor Details

Company Name

GuideSpark

Founded

2008

Country

United States

Website

www.guidespark.com

Product Features

Product Features

Employee Communication Tools

Activity / News Feed No 
Audio / Video Conferencing No 
Blogs No 
Chat / Messaging No 
Employee Directory No 
Event Calendar No 
File Sharing No 
Knowledge Management No 
Newsletter Management No 
Surveys & Feedback Yes 

Employee Engagement

Benchmarking No 
Cultural Alignment Yes 
Employee Awards No 
Employee Guides Yes 
Employee Recognition No 
Feedback Management No 
Goal Management No 
Health & Wellness Programs No 
Performance Management No 
Pulse Surveys No 

Internal Communications

App Integration No 
Blogs No 
Chat/Messaging No 
Email Management Yes 
Employee Directory No 
Event Calendar No 
Newsletter Management No 
Photo Gallery No 
Social Sharing No 
Survey Management No 
Telephony No 
Video Chat No 
Voice Chat No 

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