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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Utilize open-source machine learning tools and data visualization techniques to create dynamic data analysis workflows in a visual format, supported by a broad and varied collection of resources. Conduct straightforward data assessments accompanied by insightful visual representations, and investigate statistical distributions through box plots and scatter plots; for more complex inquiries, utilize decision trees, hierarchical clustering, heatmaps, multidimensional scaling, and linear projections. Even intricate multidimensional datasets can be effectively represented in 2D, particularly through smart attribute selection and ranking methods. Engage in interactive data exploration for swift qualitative analysis, enhanced by clear visual displays. The user-friendly graphic interface enables a focus on exploratory data analysis rather than programming, while intelligent defaults facilitate quick prototyping of data workflows. Simply position widgets on your canvas, link them together, import your datasets, and extract valuable insights! When it comes to teaching data mining concepts, we prefer to demonstrate rather than merely describe, and Orange excels in making this approach effective and engaging. The platform not only simplifies the process but also enriches the learning experience for users at all levels.

Description

Positron is an advanced, freely available integrated development environment designed specifically for data science, accommodating both Python and R within a single cohesive workflow. This platform empowers data specialists to transition smoothly from data exploration to production by providing interactive consoles, notebook integration, variable and plot management, as well as real-time app previews alongside the coding process, all without the need for intricate setup. The IDE comes equipped with AI-driven features such as the Positron Assistant and Databot agent, which aid users in code writing, refinement, and exploratory data analysis to expedite the development process. Additional offerings include a dedicated Data Explorer for inspecting dataframes, a connections pane for database management, and comprehensive support for notebooks, scripts, and visual dashboards, allowing users to effortlessly switch between R and Python. Furthermore, with integrated version control, support for extensions, and robust connectivity to other tools in the Posit Software ecosystem, Positron enhances the overall data science experience. Ultimately, this environment aims to streamline workflows and boost productivity for data professionals in their projects.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Dash No 
Posit No 
Python No 
R No 
Shiny No 
Streamlit No 

Integrations

Dash Yes 
Posit Yes 
Python Yes 
R Yes 
Shiny Yes 
Streamlit Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux No 
Chromebook No 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) Yes 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

University of Ljubljana

Country

Slovenia

Website

orange.biolab.si

Vendor Details

Company Name

Posit PBC

Founded

2009

Country

United States

Website

positron.posit.co

Product Features

Data Mining

Data Extraction No 
Data Visualization No 
Fraud Detection No 
Linked Data Management No 
Machine Learning No 
Predictive Modeling No 
Semantic Search No 
Statistical Analysis No 
Text Mining No 

Data Visualization

Analytics No 
Content Management No 
Dashboard Creation Yes 
Filtered Views No 
OLAP No 
Relational Display No 
Simulation Models No 
Visual Discovery Yes 

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

Product Features

Data Science

Access Control No 
Advanced Modeling No 
Audit Logs No 
Data Discovery No 
Data Ingestion No 
Data Preparation No 
Data Visualization No 
Model Deployment No 
Reports No 

IDE

Code Completion No 
Compiler No 
Cross Platform Support No 
Debugger No 
Drag and Drop UI No 
Integrations and Plugins No 
Multi Language Support No 
Project Management No 
Text Editor / Code Editor No 

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