What users are saying about

Cloudera Data Platform vs RStudio

Cloudera Data Platform
13 Ratings
RStudio
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Top Rated
221 Ratings
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Cloudera Data Platform

13 Ratings
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Score 8.4 out of 100

Based on 13 reviews and ratings

RStudio

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Top Rated
221 Ratings
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Score 8.9 out of 100

Based on 221 reviews and ratings

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Feature Set Ratings

    Platform Connectivity

    Cloudera Data Platform

    Feature Set Not Supported
    N/A
    8.1

    RStudio

    81%
    RStudio ranks higher in 3/3 features
    RStudio ranks higher in 3/3 features

    Connect to Multiple Data Sources

    N/A
    0 Ratings
    8.4
    84%
    20 Ratings

    Extend Existing Data Sources

    N/A
    0 Ratings
    8.3
    83%
    21 Ratings

    Automatic Data Format Detection

    N/A
    0 Ratings
    7.7
    77%
    20 Ratings

    Data Exploration

    Cloudera Data Platform

    Feature Set Not Supported
    N/A
    8.8

    RStudio

    88%
    RStudio ranks higher in 2/2 features
    RStudio ranks higher in 2/2 features

    Visualization

    N/A
    0 Ratings
    8.9
    89%
    21 Ratings

    Interactive Data Analysis

    N/A
    0 Ratings
    8.7
    87%
    19 Ratings

    Data Preparation

    Cloudera Data Platform

    Feature Set Not Supported
    N/A
    8.4

    RStudio

    84%
    RStudio ranks higher in 2/2 features
    RStudio ranks higher in 2/2 features

    Interactive Data Cleaning and Enrichment

    N/A
    0 Ratings
    8.2
    82%
    18 Ratings

    Data Transformations

    N/A
    0 Ratings
    8.5
    85%
    20 Ratings

    Platform Data Modeling

    Cloudera Data Platform

    Feature Set Not Supported
    N/A
    8.4

    RStudio

    84%
    RStudio ranks higher in 3/3 features
    RStudio ranks higher in 3/3 features

    Multiple Model Development Languages and Tools

    N/A
    0 Ratings
    8.5
    85%
    17 Ratings

    Single platform for multiple model development

    N/A
    0 Ratings
    8.6
    86%
    17 Ratings

    Self-Service Model Delivery

    N/A
    0 Ratings
    8.2
    82%
    16 Ratings

    Model Deployment

    Cloudera Data Platform

    Feature Set Not Supported
    N/A
    8.2

    RStudio

    82%
    RStudio ranks higher in 2/2 features
    RStudio ranks higher in 2/2 features

    Flexible Model Publishing Options

    N/A
    0 Ratings
    8.2
    82%
    15 Ratings

    Security, Governance, and Cost Controls

    N/A
    0 Ratings
    8.3
    83%
    13 Ratings

    Attribute Ratings

    • Cloudera Data Platform is rated higher in 2 areas: Likelihood to Recommend, Support Rating

    Likelihood to Recommend

    9.9

    Cloudera Data Platform

    99%
    2 Ratings
    9.0

    RStudio

    90%
    118 Ratings

    Likelihood to Renew

    Cloudera Data Platform

    N/A
    0 Ratings
    9.4

    RStudio

    94%
    17 Ratings

    Usability

    Cloudera Data Platform

    N/A
    0 Ratings
    10.0

    RStudio

    100%
    3 Ratings

    Availability

    Cloudera Data Platform

    N/A
    0 Ratings
    9.4

    RStudio

    94%
    3 Ratings

    Support Rating

    8.0

    Cloudera Data Platform

    80%
    2 Ratings
    7.9

    RStudio

    79%
    16 Ratings

    Implementation Rating

    Cloudera Data Platform

    N/A
    0 Ratings
    9.1

    RStudio

    91%
    4 Ratings

    Product Scalability

    Cloudera Data Platform

    N/A
    0 Ratings
    8.1

    RStudio

    81%
    3 Ratings

    Likelihood to Recommend

    Cloudera Data Platform

    In the creation of maintenance models Cloudera can excel greatly, because it allows you to create very scalable and applicable processes in different types of technology, either for reporting based purely on data, or to implement its analysis modalities to develop IT projects. In case of requiring detailed review of different phases of IT processes, Cloudera can be useful in security operations that require high expertise in shared data.

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    Murray Clear | TrustRadius Reviewer
    Murray Clear
    View all 2 answers on this topic

    RStudio

    In my humble opinion, if you are working on something related to Statistics, RStudio is your go-to tool. But if you are looking for something in Machine Learning, look out for Python. The beauty is that there are packages now by which you can write Python/SQL in R. Cross-platform functionality like such makes RStudio way ahead of its competition. A couple of chinks in RStudio armor are very small and can be considered as nagging just for the sake of argument. Other than completely based on programming language, I couldn't find significant drawbacks to using RStudio. It is one of the best free software available in the market at present.

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    Anonymous | TrustRadius Reviewer
    Verified User
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    Pros

    Cloudera Data Platform

    • Scales
    • Highly available

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 2 answers on this topic

    RStudio

    • The support is incredibly professional and helpful, and they often go out of their way to help me when something doesn't work.
    • The one-click publishing from RStudio Connect is absolutely amazing, and I really like the way that it deploys your exact package versions, because otherwise, you can get in a terrible mess.
    • Python doesn't feel quite as native as R at the moment but I have definitely deployed stuff in R and Python that works beautifully which is really nice indeed.

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    Chris Beeley | TrustRadius Reviewer
    Chris Beeley
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    Cons

    Cloudera Data Platform

    • Constantly changing costs
    • Log visibility

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 2 answers on this topic

    RStudio

    • Python integration is newer and still can be rough, especially with when using virtual environments.
    • RStudio Connect pricing feels very department focused, not quite an enterprise perspective.
    • Some of the RStudio packages don't follow conventional development guidelines (API breaking changes with minor version numbers) which can make supporting larger projects over longer timeframes difficult.

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    B. Mark Ewing | TrustRadius Reviewer
    B. Mark Ewing
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    Pricing Details

    Cloudera Data Platform

    General

    Free Trial
    —
    Free/Freemium Version
    —
    Premium Consulting/Integration Services
    —
    Entry-level set up fee?
    No

    Starting Price

    $0.04 per CCU (hourly rate)

    Cloudera Data Platform Editions & Modules

    Edition
    CDP Public Cloud - Data Engineering$0.071
    CDP Public Cloud - Data Warehouse$0.0541
    CDP Public Cloud - Operational Database$0.081
    CDP Public Cloud - Machine Learning$0.171
    CDP Public Cloud - Data Hub$0.041
    CDP Public Cloud - Flow Management$0.151
    CDP Private Cloud - Plus Edition$4002
    CDP Private Cloud - Base Edition$10,000.003
    1. per CCU (hourly rate)
    2. CCU (annual subscription)
    3. node + variable (annual subscription)
    Additional Pricing Details
    —

    RStudio

    General

    Free Trial
    Yes
    Free/Freemium Version
    Yes
    Premium Consulting/Integration Services
    —
    Entry-level set up fee?
    Optional

    Starting Price

    —

    RStudio Editions & Modules

    —
    Additional Pricing Details
    For an overview of our pricing philosophy, please see https://rstudio.com/pricing/approach/. For pricing options for RStudio Cloud, please see https://rstudio.cloud/plans/free. For consulting and integration services, we work with our Certified Partners: https://rstudio.com/certified-partners/.

    Likelihood to Renew

    Cloudera Data Platform

    No score
    No answers yet
    No answers on this topic

    RStudio

    RStudio 9.4
    Based on 17 answers
    There is no viable alternative right now. The toolset is good and the functionality is increasing with every release. It is backed by regular releases and ongoing development by the RStudio team.There is good engagement with RStudio directly when support is required.Also there's a strong and growing community of developers who provide additional support and sample code.

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 17 answers on this topic

    Usability

    Cloudera Data Platform

    No score
    No answers yet
    No answers on this topic

    RStudio

    RStudio 10.0
    Based on 3 answers
    I think it's a quick and easy to use tool. The IDE is very intuitive and easy to adapt to. You do not need to learn a lot of things to use this tool. Any programmer and a person with knowledge or R can quick use this tool without issues.

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 3 answers on this topic

    Reliability and Availability

    Cloudera Data Platform

    No score
    No answers yet
    No answers on this topic

    RStudio

    RStudio 9.4
    Based on 3 answers
    RStudio is very available and cheap to use. It needs to be updated every once in a while, but the updates tend to be quick and they do not hinder my ability to make progress. I have not experienced any RStudio outages, and I have used the application quite a bit for a variety of statistical analyses

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    Kenton Woods | TrustRadius Reviewer
    Kenton Woods
    View all 3 answers on this topic

    Support Rating

    Cloudera Data Platform

    Cloudera Data Platform 8.0
    Based on 2 answers
    We have utilized Cloudera support quite frequently and are very satisfied with the capability and responsiveness of that team. Often, the new features delivered with the platform give us an opportunity to mature the way we're doing things, and the support team have been valuable in developing those new patterns.

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 2 answers on this topic

    RStudio

    RStudio 7.9
    Based on 16 answers
    Since R is trendy among statisticians, you can find lots of help from the data science/ stats communities. If you need help with anything related to RStudio or R, google it or search on StackOverflow, you might easily find the solution that you are looking for.

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    Xiaotong Song | TrustRadius Reviewer
    Xiaotong Song
    View all 16 answers on this topic

    Implementation Rating

    Cloudera Data Platform

    No score
    No answers yet
    No answers on this topic

    RStudio

    RStudio 9.1
    Based on 4 answers
    We did it at the individual level: anyone willing to code in R can use it.No real deployment involved.

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 4 answers on this topic

    Alternatives Considered

    Cloudera Data Platform

    IBM's offering of the Cloud Pak for Data has been a moving target and difficult to compare to Cloudera Data Platform. We have implemented our solution on Amazon Web Services, which appears to be supported by IBM at this point, but the migration would be very expensive for us to endeavor.

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 2 answers on this topic

    RStudio

    RStudio was provided as the most customizable. It was also strictly the most feature-rich as far as enabling our organization to script, run, and make use of R open-source packages in our data analysis workstreams. It also provided some support for python, which was useful when we had R heavy code with some python threaded in. Overall we picked Rstudio for the features it provided for our data analysis needs and the ability to interface with our existing resources.

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 118 answers on this topic

    Scalability

    Cloudera Data Platform

    No score
    No answers yet
    No answers on this topic

    RStudio

    RStudio 8.1
    Based on 3 answers
    RStudio is very scalable as a product. The issue I have is that it doesn't necessarily fit in nicely with the mainly Microsoft environment that everybody else is using. Having RStudio for us means dedicated servers and recruiting staff who know how to manage the environment. This isn't a fault of the product at all, it's just part of the data science landscape that we all have to put up with.Having said that RStudio is absolutely great for running on low spec servers and there are loads of options to handle concurrency, memory use, etc.

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    Chris Beeley | TrustRadius Reviewer
    Chris Beeley
    View all 3 answers on this topic

    Return on Investment

    Cloudera Data Platform

    • Reduced operational costs
    • Speed to market

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    Anonymous | TrustRadius Reviewer
    Verified User
    View all 2 answers on this topic

    RStudio

    • Using it for data science in a very big and old company, the most positive impact, from my point of view, has been the ability of spreading data culture across the group. Shortening the path from data to value.
    • Still it's hard to quantify economic benefits, we are struggling and it's a great point of attention, since splitting out the contribution of the single aspects of a project (and getting the RStudio pie) is complicated.
    • What is sure is that, in the long run, RStudio is boosting productivity and making the process in which is embedded more efficient (cost reduction).

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    Flavio Leccese | TrustRadius Reviewer
    Flavio Leccese
    View all 118 answers on this topic

    Screenshots

    Cloudera Data Platform

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