Spotfire Data Science vs. TARGIT

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Spotfire Data Science
Score 8.7 out of 10
N/A
Spotfire Data Science (formerly TIBCO Data Science) is a comprehensive platform for operationalizing data science, allowing users to scale data science across an organization to solve complex challenges faster and speed innovation. It is designed to enable data scientists to create innovative solutions using the latest machine learning techniques and open source developments. Create ML pipelines using a point-and-click UI or code. Orchestrate analytics using the tools, languages, and any…N/A
TARGIT
Score 7.4 out of 10
N/A
N/A
$53
Pricing
Spotfire Data ScienceTARGIT
Editions & Modules
No answers on this topic
Viewer
$53
Standard User
$105
Developer
$1,500
Business Intelligence Accelerator
$2,375
ANTserver
$8,000
Offerings
Pricing Offerings
Spotfire Data ScienceTARGIT
Free Trial
YesNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional DetailsAll prices given are starting points; see vendor for more details.
More Pricing Information
Features
Spotfire Data ScienceTARGIT
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Spotfire Data Science
9.1
4 Ratings
7% above category average
TARGIT
-
Ratings
Connect to Multiple Data Sources9.14 Ratings00 Ratings
Extend Existing Data Sources9.14 Ratings00 Ratings
Automatic Data Format Detection9.14 Ratings00 Ratings
MDM Integration9.14 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Spotfire Data Science
9.1
4 Ratings
8% above category average
TARGIT
-
Ratings
Visualization9.14 Ratings00 Ratings
Interactive Data Analysis9.14 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Spotfire Data Science
9.0
4 Ratings
9% above category average
TARGIT
-
Ratings
Interactive Data Cleaning and Enrichment9.14 Ratings00 Ratings
Data Transformations9.14 Ratings00 Ratings
Data Encryption8.93 Ratings00 Ratings
Built-in Processors9.14 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Spotfire Data Science
9.1
4 Ratings
7% above category average
TARGIT
-
Ratings
Multiple Model Development Languages and Tools9.14 Ratings00 Ratings
Automated Machine Learning9.14 Ratings00 Ratings
Single platform for multiple model development9.14 Ratings00 Ratings
Self-Service Model Delivery9.14 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Spotfire Data Science
9.1
4 Ratings
6% above category average
TARGIT
-
Ratings
Flexible Model Publishing Options9.14 Ratings00 Ratings
Security, Governance, and Cost Controls9.14 Ratings00 Ratings
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Spotfire Data Science
-
Ratings
TARGIT
8.3
7 Ratings
1% above category average
Pixel Perfect reports00 Ratings9.06 Ratings
Customizable dashboards00 Ratings9.07 Ratings
Report Formatting Templates00 Ratings7.04 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Spotfire Data Science
-
Ratings
TARGIT
6.0
8 Ratings
30% below category average
Drill-down analysis00 Ratings7.08 Ratings
Formatting capabilities00 Ratings8.07 Ratings
Integration with R or other statistical packages00 Ratings2.03 Ratings
Report sharing and collaboration00 Ratings7.06 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Spotfire Data Science
-
Ratings
TARGIT
5.0
7 Ratings
50% below category average
Publish to Web00 Ratings5.05 Ratings
Publish to PDF00 Ratings5.07 Ratings
Report Versioning00 Ratings5.05 Ratings
Report Delivery Scheduling00 Ratings5.05 Ratings
Delivery to Remote Servers00 Ratings5.04 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Spotfire Data Science
-
Ratings
TARGIT
6.0
6 Ratings
30% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings6.06 Ratings
Location Analytics / Geographic Visualization00 Ratings6.06 Ratings
Predictive Analytics00 Ratings6.05 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Spotfire Data Science
-
Ratings
TARGIT
5.0
7 Ratings
53% below category average
Multi-User Support (named login)00 Ratings5.07 Ratings
Role-Based Security Model00 Ratings5.06 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings5.06 Ratings
Single Sign-On (SSO)00 Ratings5.04 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Spotfire Data Science
-
Ratings
TARGIT
4.8
6 Ratings
49% below category average
Responsive Design for Web Access00 Ratings5.06 Ratings
Mobile Application00 Ratings5.05 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings5.06 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Spotfire Data Science
-
Ratings
TARGIT
5.0
4 Ratings
45% below category average
REST API00 Ratings5.04 Ratings
Javascript API00 Ratings5.03 Ratings
iFrames00 Ratings5.03 Ratings
Java API00 Ratings5.03 Ratings
Themeable User Interface (UI)00 Ratings5.03 Ratings
Customizable Platform (Open Source)00 Ratings5.03 Ratings
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Spotfire Data ScienceTARGIT
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User Ratings
Spotfire Data ScienceTARGIT
Likelihood to Recommend
9.0
(16 ratings)
7.0
(17 ratings)
Likelihood to Renew
6.4
(1 ratings)
7.0
(11 ratings)
Usability
-
(0 ratings)
8.0
(1 ratings)
Support Rating
-
(0 ratings)
9.1
(2 ratings)
Implementation Rating
-
(0 ratings)
5.0
(1 ratings)
User Testimonials
Spotfire Data ScienceTARGIT
Likelihood to Recommend
Spotfire
If you have an analytics department, Data Science is perfect for making analyses quicker. Data Science works well for web querying, automating analyses, sharing advanced analyses with others, and performing lots of other advanced analytical processes. Data Science is not a good fit if the analytics you do is stuff that Excel can do. The software is powerful, with lots of features, and unless you actually plan on using those features, it's not worth paying for.
Read full review
TARGIT
Targit is very strong when the data is presented to the system. Because of this, we are able to report on almost all of the information that is valuable to us. When we have questions or ideas on how to better leverage Targit, they are great to work with. We track our sales progress/process in Targit and AP tracks things such as outstanding invoices, open invoices, etc
Read full review
Pros
Spotfire
  • It has a great user interface, easy to navigate and learn on the fly.
  • There are lots of great options for data organization and analysis! Makes it a handy tool for presentations as well.
  • A collaborative ability is highly valued for my company where we often work from home or on site. Being able to share the data with those in the office so multiple people can look at it is a great tool!
Read full review
TARGIT
  • Quick start-up and report turnaround time.
  • Easy drag and drop capabilities as well as user friendly command options.
  • Ability to share reports among other users making it easy to use an already created report and simply changing the criteria to suit your own needs.
  • Ability to save a base report that can be modified as needed repeatedly, instead of recreating from scratch.
  • Easy visual for final layout.
  • Ability to run multiple reports within one screen without jumping around.
Read full review
Cons
Spotfire
  • Unfortunately, some functionality is hidden per upgrade to other versions. Feel data mining functionality would be useful, but not budget for software. At the current price point, would have expected more (such as Mathematica breadth of functionality for one price).
  • It is light on optimization capability.
  • Slow when considering very large datasets, performing things such as distribution identification
Read full review
TARGIT
  • Probably one of our biggest complaints from the user community is the inability for the user to see the details behind the data. I know with the tool you can write reporting services reports that would allow users to see the detail by right clicking on a measure and selecting Actions, but for a very lean IT shop there simply has not been time to build these Actions for every possible scenario a user might want to see detailed reporting on.
  • Another complaint I've heard is the inability for the user to know exactly what the data represents from the source. If Targit had maybe some type of capability to hover over a measure or dimension and see a pop up of a more detailed description this might help resolve that issue.
  • The most difficult concepts to teach our users is how and when to use comparisons and the syntax for calculations. Creating comparisons has become much simpler with the 2k11 release but it is still difficult for my users.
Read full review
Likelihood to Renew
Spotfire
The company is hesitant to spend this much on software. They are primarily an engineering firm, and they don't understand the use of analytical software for environmental professionals.
Read full review
TARGIT
It is very easy to use and I am proficient at this point to be able to figure out how to run most of the reports I need. I have had the time to "play around" in TARGIT and really teach myself about the visibility settings and other aspects - though other users have needed help with some of these aspects - but once you conceptually understand how to build the reports, it is very simple from a power user perspective.
Read full review
Usability
Spotfire
No answers on this topic
TARGIT
Everything on the back end needs to be correct, which sometimes it may not be set up or missing some variables. Some of the more difficult parts of Targit require a lot more attention and object creation to work properly
Read full review
Support Rating
Spotfire
No answers on this topic
TARGIT
Everyone I've dealt with at Targit genuinely cares about me and my success, and they respond to questions quickly and accurately. There is literally nothing more I could ask for from their support.
Read full review
Implementation Rating
Spotfire
No answers on this topic
TARGIT
Make sure all of the back end work is done prior to getting Targit set up. Every variable you may need for calculations needs to be correct and every item needs to be uniform so it is read properly.
Read full review
Alternatives Considered
Spotfire
I prefer Spotfire Data Science's approach. It is more natural and fits the way I think. I prefer to use Spotfire Data Science's VB for writing macros. It is real code, meaning that I do not need to trick the software to do what I need and there are no implied loops over solving simple problems. The graphs are publication quality and can be edited by hand or using a macro if I am building hundreds of them. Spotfire Data Science had a user-friendly approach to building lengthy data processing streams (in its workspaces). It is just so fast for analyzing a dataset that you have never seen before and efficient for ongoing work on the same data.
Read full review
TARGIT
It really met our business requirements when we were searching for a reporting/Bi tool and the flexible business model of being able to introduce additional functionally as your organization grows and requires it made the investment decision the right one for us. The functionality available in comparison to the investment is well worth it.
Read full review
Return on Investment
Spotfire
  • Our company has had the program for less than 1 year. We don't expected a positive return this year. The goal is for Data Science to led to defined projects by the end of the end of the year and implementation in the following two. Overall, we are planning on 4 years to fully recoup the cost of the software and the cost of implementing identified projects.
Read full review
TARGIT
  • We have been looking at our Product Hit Rate by Customer instead of just looking into Customer hit rate and adjusted our offerings accordingly.
  • Giving people the ability to run their own ad-hoc reports rather than to request them from IT is a great benefit to my department.
Read full review
ScreenShots

Spotfire Data Science Screenshots

Screenshot of Reusable Workspace TemplateScreenshot of AutoML - Create Editable Workflows for Feature Selection/Generation, Model Creation/Selection, Hyperparameter TuingScreenshot of Interactive DashboardScreenshot of Orchestrate Analytics across Amazon, Google, and Microsoft