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Cloudera Data Science Workbench (discontinued) vs. QuestionPro

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Cloudera Data Science Workbench (discontinued)

    Score6.7 out of 10
    N/ACloudera 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 Cloudera states that its CDSW documentation is no longer updated.N/A

    QuestionPro

    Score9.2 out of 10
    N/AQuestionPro 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
    NoYes
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeOptional
    Additional Details——
    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 Sources7.02 Ratings00 Ratings
    Extend Existing Data Sources8.02 Ratings00 Ratings
    Automatic Data Format Detection7.02 Ratings00 Ratings
    MDM Integration8.02 Ratings00 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
    Visualization7.12 Ratings00 Ratings
    Interactive Data Analysis8.02 Ratings00 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 Enrichment7.02 Ratings00 Ratings
    Data Transformations8.02 Ratings00 Ratings
    Data Encryption8.02 Ratings00 Ratings
    Built-in Processors8.02 Ratings00 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 Tools8.02 Ratings00 Ratings
    Automated Machine Learning7.01 Ratings00 Ratings
    Single platform for multiple model development7.12 Ratings00 Ratings
    Self-Service Model Delivery8.12 Ratings00 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 Options8.12 Ratings00 Ratings
    Security, Governance, and Cost Controls7.82 Ratings00 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 templates00 Ratings10.04 Ratings
    Themes00 Ratings9.04 Ratings
    Custom logo/branding00 Ratings10.04 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 survey00 Ratings10.05 Ratings
    Question design help00 Ratings9.05 Ratings
    Multiple question types00 Ratings10.05 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 flexibility00 Ratings10.05 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 tracking00 Ratings10.05 Ratings
    Data export00 Ratings10.05 Ratings
    Standard reports00 Ratings8.05 Ratings
    Custom reports00 Ratings10.04 Ratings
    Analytics00 Ratings9.05 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 controls00 Ratings10.05 Ratings
    Compliance00 Ratings10.04 Ratings
    Survey Distribution
    Comparison of Survey Distribution features of Cloudera Data Science Workbench (discontinued) and QuestionPro
    Feature
    Cloudera Data Science Workbench (discontinued)
    -
    Ratings
    QuestionPro
    7.7
    4 Ratings
    5% below category average
    Vendor-offered crowdsourcing00 Ratings5.33 Ratings
    Respondent restrictions00 Ratings10.04 Ratings
    Best Alternatives
    Cloudera Data Science Workbench (discontinued)QuestionPro
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    Jotform
    Score8.5 out of 10
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    Qualaroo
    Score7 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    SurveyMonkey
    Score8.1 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Cloudera Data Science Workbench (discontinued)QuestionPro
    Likelihood to Recommend
    9.0
    (3 ratings)
    10.0
    (11 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    7.6
    (6 ratings)
    Usability
    -
    (0 ratings)
    10.0
    (3 ratings)
    Support Rating
    7.9
    (2 ratings)
    7.0
    (1 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.0
    (1 ratings)
    User Testimonials
    Cloudera Data Science Workbench (discontinued)QuestionPro
    Likelihood to Recommend
    Discontinued Products
    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.
    Incentivized
    Read full review
    QuestionPro Inc
    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.
    Incentivized
    Read full review
    Pros
    Discontinued Products
    • One single IDE (browser based application) that makes Scala, R, Python integrated under one tool
    • For larger organizations/teams, it lets you be self reliant
    • As it sits on your cluster, it has very easy access of all the data on the HDFS
    • Linking with Github is a very good way to keep the code versions intact
    Incentivized
    Read full review
    QuestionPro Inc
    • 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.
    Read full review
    Cons
    Discontinued Products
    • Installation is difficult.
    • Upgrades are difficult.
    • Licensing options are not flexible.
    Incentivized
    Read full review
    QuestionPro Inc
    • The current user interface for designing and editing questions is truly awful. A big step backwards from earlier user interfaces which were great.
    • Customer support is not very helpful.
    • Results of survey are not exported in a way that is easy to translate into R data frame.
    Read full review
    Likelihood to Renew
    Discontinued Products
    No answers on this topic
    QuestionPro Inc
    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.
    Read full review
    Usability
    Discontinued Products
    No answers on this topic
    QuestionPro Inc
    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
    Read full review
    Support Rating
    Discontinued Products
    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.
    Incentivized
    Read full review
    QuestionPro Inc
    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.
    Read full review
    Implementation Rating
    Discontinued Products
    No answers on this topic
    QuestionPro Inc
    Try every feature and test take your surveys multiple times, running through different scenarios.
    Read full review
    Alternatives Considered
    Discontinued Products
    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.
    Incentivized
    Read full review
    QuestionPro Inc
    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.
    Incentivized
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    Return on Investment
    Discontinued Products
    • Paid off for demonstration purposes.
    Incentivized
    Read full review
    QuestionPro Inc
    • 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.
    Read full review
    ScreenShots