What users are saying about
Top Rated
81 Ratings
Top Rated
81 Ratings
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Score 9 out of 100
33 Ratings
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Score 9.5 out of 100

Likelihood to Recommend

Anaconda

Anaconda is great for academic and private organizations that cannot afford more expensive Python/R package managers. Also, it is more appropriate for intermediate to advanced Python users--Anaconda can be somewhat frustrating for beginners, as it takes some practice to get comfortable with the workflow. I find it particularly useful for working in teams, because if everyone uses the same package manager, it is easier to troubleshoot issues and makes for reproducible research. For wealthier organizations, a premium package management system (with tech support) would be ideal. Anaconda is also great for people working independently on code development.
Maike Holthuijzen | TrustRadius Reviewer

IBM SPSS Modeler

Fast NLP analytics are very easy in SPSS Modeler because there is a built-in interface for classifying concepts and themes and several pre-built models to match the incoming text source. The visualizations all match and help present NLP information without substantial coding, typically required for word clouds and such. SPSS Modeler is good at attaining results faster in general, and the visual nature of the code makes a good tool to have in the data science team's repository. For younger data scientists, and those just interested, it is a good tool to allow for exploring data science techniques.
Ben Holmes | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Anaconda
8.8
IBM SPSS Modeler
Connect to Multiple Data Sources
Anaconda
9.1
IBM SPSS Modeler
Extend Existing Data Sources
Anaconda
9.2
IBM SPSS Modeler
Automatic Data Format Detection
Anaconda
8.6
IBM SPSS Modeler
MDM Integration
Anaconda
8.3
IBM SPSS Modeler

Data Exploration

Anaconda
8.6
IBM SPSS Modeler
Visualization
Anaconda
8.7
IBM SPSS Modeler
Interactive Data Analysis
Anaconda
8.5
IBM SPSS Modeler

Data Preparation

Anaconda
8.5
IBM SPSS Modeler
Interactive Data Cleaning and Enrichment
Anaconda
8.7
IBM SPSS Modeler
Data Transformations
Anaconda
9.1
IBM SPSS Modeler
Data Encryption
Anaconda
7.7
IBM SPSS Modeler
Built-in Processors
Anaconda
8.6
IBM SPSS Modeler

Platform Data Modeling

Anaconda
8.8
IBM SPSS Modeler
Multiple Model Development Languages and Tools
Anaconda
9.4
IBM SPSS Modeler
Automated Machine Learning
Anaconda
8.3
IBM SPSS Modeler
Single platform for multiple model development
Anaconda
8.9
IBM SPSS Modeler
Self-Service Model Delivery
Anaconda
8.6
IBM SPSS Modeler

Model Deployment

Anaconda
9.1
IBM SPSS Modeler
Flexible Model Publishing Options
Anaconda
8.9
IBM SPSS Modeler
Security, Governance, and Cost Controls
Anaconda
9.2
IBM SPSS Modeler

Pros

Anaconda

  • First of all it is very easy to install and it is user friendly. You just download a Anaconda from its official site and you can start using it for coding (I usually code using Jupiter Notebook) Compared to Pycharm it is easier navigate in Anaconda(Jupiter Notebook)
  • For me it is a best environment to use if I have small projects. Jupiter Notebook is running tasks much faster compared to Pycharm and other IDE's.
  • In my work I usually need different scientific packages that are not commonly used. As Anaconda have thousands of libraries it helps me making my job easier
Tigran Petrosyan | TrustRadius Reviewer

IBM SPSS Modeler

  • A very nice and easy to use interface.
  • A great variety of analytics, from statistical calculation to data validation and predictive statistics.
  • Has a steep learning curve.
Akos Krommer, CISA, ACDA | TrustRadius Reviewer

Cons

Anaconda

  • Anaconda could greatly benefit by integrating with Git and other versioning software.
  • The software's default installation is relatively bloated, slower on older machines, and could be improved by allowing for a lean default installation environment.
  • Anaconda has an issue with supporting the current version of Computer-Vision, a commonly used machine learning package.
Ryan McGarry | TrustRadius Reviewer

IBM SPSS Modeler

  • Some Analyses aren't there out of the box but can be added through open languages like R and Python.
  • Graphs could be better.
  • Unable to read data stored in OLAP databases
Jesús Quintana | TrustRadius Reviewer

Likelihood to Renew

Anaconda

Anaconda 7.0
Based on 1 answer
It's really good at data processing, but needs to grow more in publishing in a way that a non-programmer can interact with. It also introduces confusion for programmers that are familiar with normal Python processes which are slightly different in Anaconda such as virtualenvs.
Matthew Deakyne | TrustRadius Reviewer

IBM SPSS Modeler

IBM SPSS Modeler 10.0
Based on 1 answer
because it is an excellent software
Olayinka Awoyemi | TrustRadius Reviewer

Usability

Anaconda

Anaconda 8.9
Based on 2 answers
The interface is an easy to use command-line interface, or a GUI for launching and/or discovering different parts of the system.
Juande Santander-Vela | TrustRadius Reviewer

IBM SPSS Modeler

IBM SPSS Modeler 10.0
Based on 1 answer
Easy to use
Olayinka Awoyemi | TrustRadius Reviewer

Support Rating

Anaconda

Anaconda 8.9
Based on 16 answers
There is a lot of sources to get support for Anaconda based on the large data scientist or data engineer user community. Whenever you need something, you can type it in Google search, and you can find out people who had a similar problem and the solution for it.
Xiaotong Song | TrustRadius Reviewer

IBM SPSS Modeler

IBM SPSS Modeler 10.0
Based on 3 answers
The online support board is helpful and the free add ons are incredibly appreciated.
Char Paul | TrustRadius Reviewer

Implementation Rating

Anaconda

No score
No answers yet
No answers on this topic

IBM SPSS Modeler

IBM SPSS Modeler 8.0
Based on 2 answers
Everything seems to went on according to plan
Olayinka Awoyemi | TrustRadius Reviewer

Alternatives Considered

Anaconda

ANACONDA VS Alteryx Analytics: Even though I find Alteryx to be an excellent tool for managing extremely massive data, Anaconda is much better and easy for analytics.Anaconda VS. MicroStrategy Analytics: Compared with Anaconda, MicroStrategy Analytics is very difficult to use and counter-intuitiveAnaconda VS. Power BI For Office 365: One of the main advantages of BI for Office 364 is its capacity to data connectivity. However, it's very hard to edit data connections, once BI for Office is deployed in other platforms
Mauricio Quiroga-Pascal Ortega | TrustRadius Reviewer

IBM SPSS Modeler

The field of data analytics has important value for each organization. IBM SPSS Modeler is one of the leaders in this highly competitive vertical. IBM SPSS is very intuitive compared with others, and has reduced the complexity. This software has various good functionalities which is very beneficial for an analytics based organization.
Himanshu Singh | TrustRadius Reviewer

Return on Investment

Anaconda

  • We can get any new employee set-up on Python for Machine learning in minutes, without any assistance from IT. That's real $ savings.
  • We started to experiment with Machine Learning a lot more, which leads to creating new projects which can have a tremendous impact on the business.
Anonymous | TrustRadius Reviewer

IBM SPSS Modeler

  • Several projects completed quickly and without substantial coding.
  • Saves some time by allowing younger experienced employees to jump right into data science.
  • Comes with the package for Cloud Pak for Data, so its available that way as a toolkit, saves money.
Ben Holmes | TrustRadius Reviewer

Screenshots

Pricing Details

Anaconda

General

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

Anaconda Editions & Modules

Edition
Commercial Edition14.951
Team Edition$10,000
Enterprise EditionContact for quote
  1. per month
Additional Pricing Details

IBM SPSS Modeler

General

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

IBM SPSS Modeler Editions & Modules

Edition
IBM SPSS Modeler Personal$4,6701
IBM SPSS Modeler Professional$7,0001
IBM SPSS Modeler Premium$11,6001
IBM SPSS Modeler Goldcontact IBM1
  1. per year
Additional Pricing Details
IBM SPSS Modeler Personal enables users to design and build predictive models right from the desktop. IBM SPSS Modeler Professional extends SPSS Modeler Personal with enterprise-scale in-database mining, SQL pushback, collaboration and deployment, champion/challenger, A/B testing, and more. IBM SPSS Modeler Premium extends SPSS Modeler Professional by including unstructured data analysis with integrated, natural language text and entity and social network analytics. IBM SPSS Modeler Gold extends SPSS Modeler Premium with the ability to build and deploy predictive models directly into the business process to aid in decision making. This is achieved with Decision Management which combines predictive analytics with rules, scoring, and optimization to deliver recommended actions at the point of impact.

Rating Summary

Likelihood to Recommend

Anaconda
9.0
IBM SPSS Modeler
9.8

Likelihood to Renew

Anaconda
7.0
IBM SPSS Modeler
10.0

Usability

Anaconda
8.9
IBM SPSS Modeler
10.0

Support Rating

Anaconda
8.9
IBM SPSS Modeler
10.0

Implementation Rating

Anaconda
IBM SPSS Modeler
8.0

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