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features
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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

SPARK® enhances your service offerings by providing complimentary WiFi, entertainment, and engagement solutions, all aimed at delivering an exceptional customer experience. Our diverse range of solutions specifically caters to the healthcare industry. Whether your goal is to boost patient satisfaction and wellbeing, empower patients in managing their healthcare experiences, or enhance operational efficiencies, be sure to explore our Healthcare Solution Finder. The managed service from WiFi SPARK assists businesses in crafting a tailored user experience while maximizing the customer journey. You have the flexibility to shape your user experience, from the registration and login processes to optimizing the journey with various content filtering and reporting options. Additionally, the service is supported by robust infrastructure and equipment, offering multiple choices to meet your needs. With these innovative solutions, your organization can significantly improve the overall experience of both patients and staff alike.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Apache Spark Yes 

Integrations

Apache Spark No 

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

Types of Training

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

Types of Training

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

Vendor Details

Company Name

Deequ

Website

github.com/awslabs/deequ

Vendor Details

Company Name

WiFi SPARK

Founded

2003

Country

United Kingdom

Website

www.wifispark.com

Product Features

Product Features

Patient Engagement

Appointment Scheduling No 
Care Planning No 
Collaboration No 
Messaging No 
Mobile Access No 
Patient Education No 
Patient Portal No 
Personal Health Record No 
Progress Tracking No 
Self Management No 

WiFi Marketing

Automated Emails No 
Branded Splash Page No 
Customer Analytics No 
Data Export No 
Data Privacy Compliance No 
Lead Capture No 
Location Heatmaps No 
Loyalty Program No 
Review Platform Integration No 
SMS Marketing No 
Social Media Integration No 
Surveys No 
Time Limited WiFi No 
Trigger Campaigns No 

Alternatives

Alternatives

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