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

Lexalytics

If you are a basic license user, semantria does well and presents analysis quickly. After the analysis, it creates multiple tabs with different views of the data and some visualizations and graph analysis also. The graph analysis and node connector graph is very useful. Their algorithm is very strong and it gives correct sentiment score even for neutral statements. I didnt get to use the API version of semantria so have no comments about that. Upon reading online about it, i found that the integration takes a while .
Jasmeet S Babra profile photo

Feature Rating Comparison

Platform Connectivity

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

Data Exploration

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

Data Preparation

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

Platform Data Modeling

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

Model Deployment

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

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

Lexalytics

  • assign sentiment score
  • word cloud
  • Categorization
  • multilingual
  • has good visualization
Jasmeet S Babra profile photo

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

Lexalytics

  • extra pricing option for more languages
  • limited transactions for basic license
  • tends to crash with large data sets on Excel.
Jasmeet S Babra 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

Lexalytics

No score
No answers yet
No answers on this topic

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

Lexalytics

No score
No answers yet
No answers on this topic

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

Lexalytics

Semantria holds its ground pretty well. Their Excel plugin works flawlessly. Apart from semantria, i have used Vivekn sentiment analysis which is just a basic text input -web based sentiment tool, giving you sentiment score and sentiment category. Semantria gives an array of analysis for its excel version. The only good thing about Vivekn is its web based so can be used from a mobile device.
Jasmeet S Babra 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

Lexalytics

No answers on this topic

Pricing Details

Anaconda

General

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

Lexalytics

General

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

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