What users are saying about
51 Ratings
13 Ratings
51 Ratings
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Score 8.6 out of 101
13 Ratings
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Score 6.9 out of 101

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 profile photo

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
Ryan Baltes profile photo

Feature Rating Comparison

Platform Connectivity

Anaconda
7.0
Datameer
Connect to Multiple Data Sources
Anaconda
10.0
Datameer
Extend Existing Data Sources
Anaconda
8.0
Datameer
Automatic Data Format Detection
Anaconda
3.0
Datameer

Data Exploration

Anaconda
7.5
Datameer
Visualization
Anaconda
8.0
Datameer
Interactive Data Analysis
Anaconda
7.0
Datameer

Data Preparation

Anaconda
7.5
Datameer
Interactive Data Cleaning and Enrichment
Anaconda
8.0
Datameer
Data Transformations
Anaconda
9.0
Datameer
Data Encryption
Anaconda
6.0
Datameer
Built-in Processors
Anaconda
7.0
Datameer

Platform Data Modeling

Anaconda
8.1
Datameer
Multiple Model Development Languages and Tools
Anaconda
10.0
Datameer
Automated Machine Learning
Anaconda
6.5
Datameer
Single platform for multiple model development
Anaconda
8.5
Datameer
Self-Service Model Delivery
Anaconda
7.5
Datameer

Model Deployment

Anaconda
6.5
Datameer
Flexible Model Publishing Options
Anaconda
7.0
Datameer
Security, Governance, and Cost Controls
Anaconda
6.0
Datameer

Pros

Anaconda

  • Clear install story. There are a lot of ways to install python. There's only one way to install anaconda. This makes teaching and standardizing much easier.
  • Batteries included. It's easy to install things in python, but anaconda ships with most of what you need out of the box. This helps with standardization and reproducibility.
  • Good integrations with Jupyter and other visual tools. Jupyter is really convenient when learning various python packages. Anaconda makes these tools easy to launch and to use.
Matthew Deakyne profile photo

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.
No photo available

Cons

Anaconda

  • Although some other users mentioned the installation is "simple", we did encounter some challenge in a highly controlled environment (due to security reasons).
  • Jupyter Notebook is extremely slow when the client/server side of the network's speed/bandwidth is not balanced.
  • Bootstrapping Anaconda takes too long, sometimes I even started doubting it would respond any more.
  • If there are extra python packages you need but are not by default installed by Anaconda, then some efforts will be required to figure out how to put them in the right place.
No photo available

Datameer

  • Data visualization and graphics. Right now it's not very user friendly. Creating dashboards requires a lot of work that can be done by the application
Hector Jimenez profile photo

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 profile photo

Datameer

Datameer 6.4
Based on 7 answers
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
Gaurav Chawla profile photo

Usability

Anaconda

Anaconda 8.0
Based on 1 answer
It's really good at installing and getting started. It's less usable and configurable after that. If you stay in the ecosystem, and don't know how to Python any other way - it works really well.
Matthew Deakyne profile photo

Datameer

Datameer 9.0
Based on 1 answer
Easy to use for most things, starts to require some planning as your projects get more complex.
Mike Blizman profile photo

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 profile photo

Datameer

I have compared Datameer with the tools listed above and it blows them out of the water. Datameer is much more user friendly than these tools and is also a lot more powerful. Once the Q1 release comes out with drill down capabilities on the infographics, Datameer will surpass Tableau and Spotfire in visualization.
Ryan Baltes profile photo

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.
No photo available

Datameer

  • Datameer definitely helped to increase employee efficiency, provide quick results for our data analytic teams.
  • Quick data injection and data partitions allowed quick data scans.
  • Integration with the Java sdk allowed us to reuse existing Java code.
Serge Blazhievsky profile photo

Pricing Details

Anaconda

General

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

Datameer

General

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

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