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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Datameer

    Score8.4 out of 10
    N/ADatameer helps businesses clean up, combine, and organize data to make sense of it and use it for reports and machine learning.N/A

    Spotfire

    Score7.8 out of 10
    N/ASpotfire, formerly known as TIBCO Spotfire, is a visual data science platform that combines visual analytics, data science, and data wrangling, so users can analyze data at-rest and at-scale to solve complex industry-specific problems.N/A
    Pricing
    DatameerSpotfire
    Editions & Modules
    Team/Enterprise
    Contact for pricing
    per month Team
    No answers on this topic
    Offerings
    Pricing Offerings
    DatameerSpotfire
    Free Trial
    YesYes
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details—For Enterprise engagements, contact Spotfire directly for a custom price quote.
    More Pricing Information
    Community Pulse
    DatameerSpotfire
    Considered Both Products
    Datameer
    No answer on this topic
    Cloud Software Group
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    92%
    Would buy again
    46 Answers
    Delivers good value for the price
    No answers on this topic
    98%
    Delivers good value for the price
    39 Answers
    Happy with the feature set
    No answers on this topic
    96%
    Happy with the feature set
    48 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    100%
    Lived up to sales and marketing promises
    32 Answers
    Implementation went as expected
    No answers on this topic
    94%
    Implementation went as expected
    33 Answers
    Features
    DatameerSpotfire
    Platform Connectivity
    Comparison of Platform Connectivity features of Datameer and Spotfire
    Feature
    Datameer
    -
    Ratings
    Spotfire
    7.2
    8 Ratings
    15% below category average
    Connect to Multiple Data Sources00 Ratings7.88 Ratings
    Extend Existing Data Sources00 Ratings7.48 Ratings
    Automatic Data Format Detection00 Ratings7.88 Ratings
    MDM Integration00 Ratings6.05 Ratings
    Data Exploration
    Comparison of Data Exploration features of Datameer and Spotfire
    Feature
    Datameer
    -
    Ratings
    Spotfire
    9.1
    8 Ratings
    8% above category average
    Visualization00 Ratings9.08 Ratings
    Interactive Data Analysis00 Ratings9.28 Ratings
    Data Preparation
    Comparison of Data Preparation features of Datameer and Spotfire
    Feature
    Datameer
    -
    Ratings
    Spotfire
    7.4
    8 Ratings
    10% below category average
    Interactive Data Cleaning and Enrichment00 Ratings7.28 Ratings
    Data Transformations00 Ratings8.08 Ratings
    Data Encryption00 Ratings7.05 Ratings
    Built-in Processors00 Ratings7.55 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Datameer and Spotfire
    Feature
    Datameer
    -
    Ratings
    Spotfire
    7.6
    8 Ratings
    11% below category average
    Multiple Model Development Languages and Tools00 Ratings7.57 Ratings
    Automated Machine Learning00 Ratings8.55 Ratings
    Single platform for multiple model development00 Ratings7.68 Ratings
    Self-Service Model Delivery00 Ratings6.76 Ratings
    Model Deployment
    Comparison of Model Deployment features of Datameer and Spotfire
    Feature
    Datameer
    -
    Ratings
    Spotfire
    7.4
    7 Ratings
    14% below category average
    Flexible Model Publishing Options00 Ratings7.87 Ratings
    Security, Governance, and Cost Controls00 Ratings7.07 Ratings
    Best Alternatives
    DatameerSpotfire
    Small Businesses
    No answers on this topic
    RapidMiner
    Score8.9 out of 10
    Medium-sized Companies
    Toad Data Point
    Score8.4 out of 10
    Anaconda
    Score8.8 out of 10
    Enterprises
    AWS Glue
    Score8.8 out of 10
    IBM Watson Studio
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DatameerSpotfire
    Likelihood to Recommend
    9.0
    (9 ratings)
    8.4
    (351 ratings)
    Likelihood to Renew
    6.4
    (7 ratings)
    9.6
    (30 ratings)
    Usability
    9.0
    (1 ratings)
    8.0
    (27 ratings)
    Availability
    -
    (0 ratings)
    9.0
    (14 ratings)
    Performance
    -
    (0 ratings)
    7.1
    (14 ratings)
    Support Rating
    8.0
    (1 ratings)
    8.7
    (27 ratings)
    In-Person Training
    -
    (0 ratings)
    8.3
    (52 ratings)
    Online Training
    -
    (0 ratings)
    9.0
    (55 ratings)
    Implementation Rating
    -
    (0 ratings)
    8.4
    (17 ratings)
    Configurability
    -
    (0 ratings)
    7.1
    (3 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.5
    (36 ratings)
    Data Sources
    -
    (0 ratings)
    9.3
    (36 ratings)
    Ease of integration
    -
    (0 ratings)
    7.0
    (2 ratings)
    Product Scalability
    -
    (0 ratings)
    7.0
    (4 ratings)
    Vendor post-sale
    -
    (0 ratings)
    5.0
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    5.0
    (1 ratings)
    User Testimonials
    DatameerSpotfire
    Likelihood to Recommend
    Datameer
    Datameer is a great tool if someone is capable of keeping the most recent version of the tool up to date along with the most recent version of the distribution of Hadoop. The tool is easy to support but it must have someone who can run the back end processes
    Read full review
    Cloud Software Group
    A high level of data integration is available here it supports various data sources and so on. Collaborating features allow users to give access to the dashboard and merge data analytics with other team members. It can meet the demands of both small and large size business enterprises. A customized dashboard and reports are provided to meet the specific needs and get support of extensibility through APIs and customized scripts.
    Incentivized
    Read full review
    Pros
    Datameer
    • It leverages scalability, flexibility and cost-effectiveness of hadoop to deliver an end-user focused analytic platform for big data without involvement of IT.
    • It overcomes Hadoop`s complexity by providing GUI interface with pre-built functions across integration, analytics and data visualization .
    • Excel feature is awesome for business users which is already provided by Datameer.
    • Using datameer now user can do smart analytic using Decision Trees, Column dependency and recommendation.
    • Recently HTML5 inclusion is making application to available on a wider range of devices, including the iPad and other mobile devices which does not support Flash.
    • It can be used in premise or in a cloud computing environment.
    • Wizard-based data integration designed for IT and business users to schedule and do transformation of large sets of structured, semi-structured and unstructured data without any knowledge of Hadoop ecosystem.
    Read full review
    Cloud Software Group
    • It has the best coding integration (python, R) of any BI product
    • The ability to work with very large datasets (10 mil+) is better than competitors
    • Export options are more complete and have better functionality
    • The data canvas is the best tool to join and transform data vs. competitors
    Incentivized
    Read full review
    Cons
    Datameer
    • Concentration issues are possible while using a lot of tabs at once.
    • In most cases, the length of a tutorial video is excessive.
    • A more condensed design is certainly a viable option.
    Incentivized
    Read full review
    Cloud Software Group
    • The donut chart is I guess a powerful illustrations but I hope it should be done quite simple in Spotfire. But in Spotfire there are lots of steps involve just to build a simple donut chart.
    • Table calculation (like Row or Column Differences) should be made simple or there should be drag and drop function for Table Calculation. No need for scripting.
    • Information Link should be changed. If new columns are added to the table just refreshing the data should be able to capture the new column. No need extra step to add column
    Incentivized
    Read full review
    Likelihood to Renew
    Datameer
    Employees with intermediate SQL and Hive knowledge can generate reports faster than using Datameer . It does have visualization tool but I don't think it is anything that cannot be accomplished by importing the data in Excel
    Read full review
    Cloud Software Group
    -Easy to distribute information throughout the enterprise using the webplayer. -Ad hoc analysis is possible throughout the enterprise using business author in the webplayer or the thick client. -Low level of support needed by IT team. Access interfaces with LDAP and numerous other authentication methods. -Possible to continually extend the platform with JavaScript, R scripts, HTML, and custom extensions. -Ability to standardize data logic through pre-built queries in the Information Designer. Everyone in the enterprise is using the same logic -Tagging and bookmarking data allows for quick sharing of insights. -Integration with numerous data sources... flat files, data bases, big data, images, etc. -Much improved mapping capability. Also includes the ability to apply data points over any image.
    Read full review
    Usability
    Datameer
    Easy to use for most things, starts to require some planning as your projects get more complex.
    Read full review
    Cloud Software Group
    Basic tasks like generating meaningful information from large sets of raw data are very easy. The next step of linking to multiple live data sources and linking those tables and performing on the fly analysis of the imported data is understandably more difficult.
    Incentivized
    Read full review
    Reliability and Availability
    Datameer
    No answers on this topic
    Cloud Software Group
    Even though, it's a rather stable and predictable tool that's also fast, it does have some bugs and inconsistencies that shut down the system. Depending on the details, it could happen as often as 2-3 times a week, especially during the development period.
    Read full review
    Performance
    Datameer
    No answers on this topic
    Cloud Software Group
    Generally, the Spotfire client runs with very good performance. There are factors that could affect performance, but normally has to do with loading large analysis files from the library if the database is located some distance away and your global network is not optimal. Once you have your data table(s) loaded in the client application, usually the application is quite good performance-wise.
    Read full review
    Support Rating
    Datameer
    No answers on this topic
    Cloud Software Group
    Support has been helpful with issues. Support seems to know their product and its capabilities. It would also seem that they have a good sense of the context of the problem; where we are going with this issue and what we want the end outcome to be.
    Incentivized
    Read full review
    In-Person Training
    Datameer
    No answers on this topic
    Cloud Software Group
    The instructor was very in depth and provided relevant training to business users on how to create visualizations. They showed us how to alter settings and filter views, and provided resources for future questions. However, the instructor failed to cover data sources, connecting to data, etc. While it was helpful to see how users can use the data to create reports, they failed to properly instruct us on how to get the dataset in to begin with. We are still trying to figure out connections to certain databases (we have multiple different types).
    Incentivized
    Read full review
    Online Training
    Datameer
    No answers on this topic
    Cloud Software Group
    The online training is good, provides a good base of knowledge. The video demonstrations were well-done and easy to follow along. Provided exercises are good as well, but I think there could be more challenging exercises. The training has also gone up in price significantly in the last 3 years (in USD, which hurts us even more in Canada), and I'm not sure it is worth the money it now costs (it is worth how much it cost 3 years ago, but not double that.)
    Incentivized
    Read full review
    Implementation Rating
    Datameer
    No answers on this topic
    Cloud Software Group
    The original architecture I created for our implementation had only a particular set of internal business units in mind. Over the years, Spotfire gained in popularity in our company and was being utilized across many more business units. Soon, its usage went beyond what the original architectural implementation could provide. We've since learned about how the product is used by the different teams and are currently in the middle of rolling out a new architecture. I suggest:
    • Have clearly defined service level agreements with all the teams that will use Spotfire. Your business intelligence group might only need availability during normal working hours, but your production support group might need 24/7 availability. If these groups share one Spotfire server, maintenance of that server might be a problem.
    • Know the different types of data you will be working with. One group might be working with "public" data while another group might work with sensitive data. Design your Library accordingly and with the proper permissions.
    • Know the roles of the users of Spotfire. Will there only be a small set of report writers or does everyone have write access to the Library?
    • ALWAYS add a timestamp prompt to your reports. You don't want multiple users opening a report that will try and pull down millions of rows of data to their local workstations. Another option, of course, is to just hard code a time range in the backing database view (i.e. where activity_date >= sysdate - 90, etc.), but I'd rather educate/train the user base if possible.
    • This probably goes without saying, but if possible, point to a separate reporting database or a logical standby database. You don't want the company pounding on your primaries and take down your order system.
    Read full review
    Alternatives Considered
    Datameer
    Pricing, support, and ease of use. We plan to scale up our data over the net few years and Datameer gives us all the things we need in one tool. Handles large transformations quickly and works with all the cloud data warehouses.
    Datameer's per-user pricing sealed the deal for us as we plan to transfer much more data over the next few years. We looked at Fivetran but the usage pricing discourages growth. We also looked at Informatica but it was too expensive and didn't work as well with other BI tools like Datameer does.
    Read full review
    Cloud Software Group
    Spotfire is significantly ahead of both products from an ETL and data ingestion capability. Spotfire also has substantially better visualizations than Power BI, and although the native visualizations aren't as flexible in Tableau, Spotfire enables users to create completely custom javascript visaualizations, which neither Tableau or Power BI has. Tableau and Power BI are likely only superior to Spotfire with respect to embedded analysis on a website.
    Read full review
    Scalability
    Datameer
    No answers on this topic
    Cloud Software Group
    In an enterprise architecture, if Spotfire Advanced Data services(Composite Studio),data marts can be managed optimally and scalability in a data perspective is great. As the web player/consumer is directly proportional to RAM, if the enterprise can handle RAM requirement accomodating fail over mechanisms appropraitely, it is definitely scalable,
    Incentivized
    Read full review
    Return on Investment
    Datameer
    • We have not been able to reach our business objectives just yet.
    • Hadoop its a hard sell in most companies still.
    • Legacy skills are still highly on demand and as long as an easier path leverage SQL for example is available, it would be hard to gain more adoption.
    Incentivized
    Read full review
    Cloud Software Group
    • It is costly, so not suitable for small scale implementations.
    • Dashboards are as good as the developer, so need experience to get most out of it
    • You need to be on Spotfire 11 at least to implement out of the box visualizations
    • Integration with Python and R is a game changer, it comes very handy to onboard data scientists without much hassle
    • performance is exceptionally well.
    • Secure
    Incentivized
    Read full review
    ScreenShots

    Datameer Screenshots

    Screenshot of DATA TRANSFORMATION: SQL or No Code

SQL SELECT statements can be used to explore and shape data. Work is represented visually on a canvas like interface, making it easier to design and maintain projects.

Datameer includes library of pre-built drag-and-drop transformations to accelerate SQL development or transform datasets without writing code.Screenshot of DATA CATALOG: Collaboration in Snowflake

Search, Metadata, Data Profiling, and Auto documentationScreenshot of AUTOMATION & INSIGHTS

Insights can be sent to email or Slack, integrated, and deployed to SnowflakeScreenshot of PRODUCTION PIPELINES: From ad-hoc exploration to production pipelines

GIT version control, materialization, dependency management, monitoring

    Spotfire Screenshots

    Screenshot of Smart Visual AnalyticsScreenshot of Geospatial AnalyticsScreenshot of Intelligent Data WranglingScreenshot of Point-and-click Data ScienceScreenshot of Real-time Streaming Analytics