Cloudera Data Science Workbench (CDSW) was an enterprise data science platform for collaborative development, experimentation, model training, deployment, and management on Cloudera data infrastructure. Cloudera Data Science Workbench has reached end of support. Cloudera states that its CDSW documentation is no longer updated.
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QuestionPro
Score9.2 out of 10
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QuestionPro is a insights and experience management platform, designed to help organizations of all sizes, from small businesses and academic institutions to large corporations, collect and analyze data to make better decisions. The platform provides an integrated ecosystem of tools for conducting everything from simple polls to complex, multi-stage research studies, supporting both quantitative and qualitative analysis. Core platforms and use…
$99
per month per user
Pricing
Cloudera Data Science Workbench (discontinued)
QuestionPro
Editions & Modules
No answers on this topic
Essentials
$0
Free for life per user
Team Edition
$83
per month per user
Advanced
$99
per month per user
Research Edition
Contact Vendor
Offerings
Pricing Offerings
Cloudera Data Science Workbench (discontinued)
QuestionPro
Free Trial
No
Yes
Free/Freemium Version
No
Yes
Premium Consulting/Integration Services
No
Yes
Entry-level Setup Fee
No setup fee
Optional
Additional Details
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More Pricing Information
Features
Cloudera Data Science Workbench (discontinued)
QuestionPro
Platform Connectivity
Comparison of Platform Connectivity features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
7.5
2 Ratings
11% below category average
QuestionPro
-
Ratings
Connect to Multiple Data Sources
7.02 Ratings
00 Ratings
Extend Existing Data Sources
8.02 Ratings
00 Ratings
Automatic Data Format Detection
7.02 Ratings
00 Ratings
MDM Integration
8.02 Ratings
00 Ratings
Data Exploration
Comparison of Data Exploration features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
7.6
2 Ratings
10% below category average
QuestionPro
-
Ratings
Visualization
7.12 Ratings
00 Ratings
Interactive Data Analysis
8.02 Ratings
00 Ratings
Data Preparation
Comparison of Data Preparation features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
7.8
2 Ratings
5% below category average
QuestionPro
-
Ratings
Interactive Data Cleaning and Enrichment
7.02 Ratings
00 Ratings
Data Transformations
8.02 Ratings
00 Ratings
Data Encryption
8.02 Ratings
00 Ratings
Built-in Processors
8.02 Ratings
00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
7.6
2 Ratings
11% below category average
QuestionPro
-
Ratings
Multiple Model Development Languages and Tools
8.02 Ratings
00 Ratings
Automated Machine Learning
7.01 Ratings
00 Ratings
Single platform for multiple model development
7.12 Ratings
00 Ratings
Self-Service Model Delivery
8.12 Ratings
00 Ratings
Model Deployment
Comparison of Model Deployment features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
8.0
2 Ratings
6% below category average
QuestionPro
-
Ratings
Flexible Model Publishing Options
8.12 Ratings
00 Ratings
Security, Governance, and Cost Controls
7.82 Ratings
00 Ratings
Survey Format & Appearance
Comparison of Survey Format & Appearance features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
-
Ratings
QuestionPro
9.7
4 Ratings
19% above category average
Survey templates
00 Ratings
10.04 Ratings
Themes
00 Ratings
9.04 Ratings
Custom logo/branding
00 Ratings
10.04 Ratings
Survey Content
Comparison of Survey Content features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
-
Ratings
QuestionPro
9.7
5 Ratings
13% above category average
Changes to live survey
00 Ratings
10.05 Ratings
Question design help
00 Ratings
9.05 Ratings
Multiple question types
00 Ratings
10.05 Ratings
Survey Logic
Comparison of Survey Logic features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
-
Ratings
QuestionPro
10.0
5 Ratings
18% above category average
Survey logic flexibility
00 Ratings
10.05 Ratings
Survey Reporting & Analytics
Comparison of Survey Reporting & Analytics features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
-
Ratings
QuestionPro
9.4
5 Ratings
15% above category average
Response tracking
00 Ratings
10.05 Ratings
Data export
00 Ratings
10.05 Ratings
Standard reports
00 Ratings
8.05 Ratings
Custom reports
00 Ratings
10.04 Ratings
Analytics
00 Ratings
9.05 Ratings
Survey Administration & Security
Comparison of Survey Administration & Security features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Feature
Cloudera Data Science Workbench (discontinued)
-
Ratings
QuestionPro
10.0
5 Ratings
15% above category average
Access controls
00 Ratings
10.05 Ratings
Compliance
00 Ratings
10.04 Ratings
Survey Distribution
Comparison of Survey Distribution features of Cloudera Data Science Workbench (discontinued) and QuestionPro
Organizations which already implemented on-premise Hadoop based Cloudera Data Platform (CDH) for their Big Data warehouse architecture will definitely get more value from seamless integration of Cloudera Data Science Workbench (CDSW) with their existing CDH Platform. However, for organizations with hybrid (cloud and on-premise) data platform without prior implementation of CDH, implementing CDSW can be a challenge technically and financially.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
QuestionPro is great for forced-choice and Likert-scale data, and it easily turns raw data into readable statistics. The simple interface lacks attractiveness but is easy to learn and use, even for members outside the digital age. QuestionPro is less effective for qualitative data and short answer responses in large quantities. Reporting and analytic features leave this information in the bulky design, clogging the report and preventing cohesive presentation of the data.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Before choosing QuestionPro, we evaluated it and Qualtrics, SurveyGizmo, and SurveyMonkey. A committee tested each of 141 key features on all four products. QuestionPro did well in the comparison and we have ended up using even more features that we tested. The summary of that work can be found here: https://oit.utk.edu/research/documentation/qualtrics-to-questionpro/.
The way it handles anonymous surveys is particularly good. With most products, you have to remember to check the "anonymous" box to prevent it from saving email addresses or other identifiable data. But if you forget to do so, you can't tell by taking the survey. Question pro uses "Respondent Anonymity Assurance" that must be turned on by the company (a quick request from the chat window will suffice) and then it can never be turned off. This activates a link that appears on the bottom left-hand of each survey page. Clicking it takes the survey participant to a company page which assures them that the anonymous feature is indeed turned on.
It has a very nice combination of great power and ease of use.
The support we have received from the company has been excellent. Our team has worked with around 30 research software vendors for over 35 years and this company stands out as being extremely responsive to our needs. We told them we needed a migration tool to help us move from Qualtrics to QuestionPro and they created one in just a few weeks. They've added or improved a number of other features for us, at no charge.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
It's a fine product, but it's also a very competitive field, so it wouldn't take much to knock QuestionPro from top tier status. I would like to see more functionality in all programs, so whichever program does that first is likely to get my money in the next round of budgeting.
QuestionPro is very easy to use. There are lots of question types and drag and drop functionality. There are lots of ways that make the platform easy to use
Cloudera Data Science Workbench has excellence online resources support such as documentation and examples. On top of that the enterprise license also comes with SLA on opening a ticket to Cloudera Services and support for complaint handling and troubleshooting by email or through a phone call. On top of that it also offers additional paid training services.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
They offer email, chat, and phone support. I have used the chat support several times. Response time was fast, but the rep did not always have the answer. Inquiries are answered quickly and thoroughly.
Both the tools have similar features and have made it pretty easy to install/deploy/use. Depending on your existing platform (Cloudera vs. Azure) you need to pick the Workbench. Another observation is that Cloudera has better support where you can get feedback on your questions pretty fast (unlike MS). As its a new product, I expect MS to be more efficient in handling customers questions.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
First of all, QuestionPro has powerful futures when we compare it with others. I am not sure but somehow interface of the product is always important for some more than its functionality. QuestionPro has many features, functionality and has a great interface. It is easy to use and a software that is easy to understand.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
QuestionPro is being used to automate surveys that were previously done by hand. We would not have been able to do this without the anonymous tracking feature. It has cut turnaround of reports by more than half.
This is of course more efficient, but this could be expected of any software that automates a survey for you.