Plotly Dash vs. Spotfire Data Science

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Plotly Dash
Score 8.0 out of 10
N/A
Plotly headquartered in Montreal creates data visualization and UI tools for ML, data science, engineering, and the sciences with language support for Python, R, Julia, and JS. Plotly's Dash aims to empower teams to build data science and ML apps that put Python, R, and Julia in the hands of business users. The vendor states that full stack apps that would typically require a front-end, backend, and dev ops team can be built and deployed in hours by data scientists with Dash.N/A
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
Pricing
Plotly DashSpotfire Data Science
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Plotly DashSpotfire Data Science
Free Trial
NoYes
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details——
More Pricing Information
Features
Plotly DashSpotfire Data Science
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Plotly Dash
8.9
3 Ratings
5% above category average
Spotfire Data Science
9.1
4 Ratings
7% above category average
Connect to Multiple Data Sources8.43 Ratings9.14 Ratings
Extend Existing Data Sources9.33 Ratings9.14 Ratings
Automatic Data Format Detection8.43 Ratings9.14 Ratings
MDM Integration9.52 Ratings9.14 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Plotly Dash
9.0
4 Ratings
6% above category average
Spotfire Data Science
9.1
4 Ratings
8% above category average
Visualization9.04 Ratings9.14 Ratings
Interactive Data Analysis9.04 Ratings9.14 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Plotly Dash
6.2
2 Ratings
28% below category average
Spotfire Data Science
9.0
4 Ratings
9% above category average
Interactive Data Cleaning and Enrichment4.42 Ratings9.14 Ratings
Data Transformations8.52 Ratings9.14 Ratings
Data Encryption3.92 Ratings8.93 Ratings
Built-in Processors8.02 Ratings9.14 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Plotly Dash
8.4
2 Ratings
1% below category average
Spotfire Data Science
9.1
4 Ratings
7% above category average
Multiple Model Development Languages and Tools9.02 Ratings9.14 Ratings
Automated Machine Learning7.01 Ratings9.14 Ratings
Single platform for multiple model development9.02 Ratings9.14 Ratings
Self-Service Model Delivery8.52 Ratings9.14 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Plotly Dash
9.7
2 Ratings
12% above category average
Spotfire Data Science
9.1
4 Ratings
6% above category average
Flexible Model Publishing Options9.52 Ratings9.14 Ratings
Security, Governance, and Cost Controls10.02 Ratings9.14 Ratings
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User Ratings
Plotly DashSpotfire Data Science
Likelihood to Recommend
8.0
(4 ratings)
9.0
(16 ratings)
Likelihood to Renew
-
(0 ratings)
6.4
(1 ratings)
User Testimonials
Plotly DashSpotfire Data Science
Likelihood to Recommend
Plotly
Applicable for data visualization across disciplines. I have used it for data from buildings, building occupancy, public health, and statistics. It is a useful tool to use for big data. It has nice templates and a number of interesting visualization types. If you are familiar with R and python it is easy to use.
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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.
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Pros
Plotly
  • Powerful visualization options.
  • Ability to create in-browser interactive visualization apps.
  • Ability to create hosted apps.
  • Allows you to develop web-based reporting applications without requiring web application development expertise.
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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!
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Cons
Plotly
  • Would be good if Dashboard Engine was included in the Enterprise VPC plan
  • Would love to see ready made fintech apps
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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
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Likelihood to Renew
Plotly
No answers on this topic
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.
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Alternatives Considered
Plotly
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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.
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Return on Investment
Plotly
  • A no-cost option as it is open sourced.
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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.
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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