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What is Positron?

Positron is a sophisticated and freely accessible integrated development environment tailored for data science, seamlessly incorporating both Python and R into a unified workflow. This platform enables data professionals to move effortlessly from data exploration to deployment by offering interactive consoles, notebook integration, effective management of variables and plots, and real-time app previews during the coding process, eliminating the complexities of setup. Equipped with AI-enhanced features like the Positron Assistant and Databot agent, it assists users in writing code, improving it, and conducting exploratory data analysis to accelerate development. Users also benefit from a specialized Data Explorer for examining dataframes, a connections pane for managing databases, and extensive support for notebooks, scripts, and visual dashboards, facilitating an easy transition between R and Python. Additionally, with built-in version control, extension support, and strong connectivity to other tools within the Posit Software ecosystem, Positron significantly enriches the overall experience for data scientists. Ultimately, this environment is designed to optimize workflows and enhance productivity for professionals engaged in data-centric projects, ensuring they can focus on achieving impactful results. Moreover, its user-friendly interface and collaborative features foster teamwork, making it an ideal choice for both individuals and teams working in data science.

What is Hex?

Hex combines essential elements of notebooks, business intelligence, and documentation into a seamless and collaborative interface, positioning itself as a modern Data Workspace. It simplifies the integration with diverse data sources and facilitates collaborative analysis through SQL and Python notebooks, allowing users to present their insights as interactive applications and narratives. Upon entering Hex, users are directed to the Projects page, which serves as the primary hub for accessing personal and shared projects within the workspace. The outline feature delivers a concise summary of all cells present in a project's Logic View, with each cell clearly labeled with the variables it contains. Additionally, cells that generate visible outcomes—like chart cells, input parameters, and markdown cells—offer previews of their outputs. By selecting any cell from the outline, users can quickly jump to that precise point in the logic, significantly improving workflow efficiency. This capability not only streamlines collaboration but also enhances the overall experience of data exploration, making it accessible to users of varying expertise. Overall, Hex fosters an environment where teamwork and data-driven decision-making thrive.

Media

Media

Integrations Supported

Amazon Athena
Amazon Redshift
Dash
Databricks Data Intelligence Platform
Dremio
GitHub
Google Cloud BigQuery
LanceDB
MariaDB
MySQL
PICO
PostgreSQL
Presto
Python
R
SQL Server
Shiny
Snowflake
Snowflake Cortex AI
dbt

Integrations Supported

Amazon Athena
Amazon Redshift
Dash
Databricks Data Intelligence Platform
Dremio
GitHub
Google Cloud BigQuery
LanceDB
MariaDB
MySQL
PICO
PostgreSQL
Presto
Python
R
SQL Server
Shiny
Snowflake
Snowflake Cortex AI
dbt

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$24 per user per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Posit PBC

Date Founded

2009

Company Location

United States

Company Website

positron.posit.co

Company Facts

Organization Name

Hex

Company Website

hex.tech/

Categories and Features

Data Science

Access Control
Advanced Modeling
Audit Logs
Data Discovery
Data Ingestion
Data Preparation
Data Visualization
Model Deployment
Reports

IDE

Code Completion
Compiler
Cross Platform Support
Debugger
Drag and Drop UI
Integrations and Plugins
Multi Language Support
Project Management
Text Editor / Code Editor

Categories and Features

Business Intelligence

Ad Hoc Reports
Benchmarking
Budgeting & Forecasting
Dashboard
Data Analysis
Key Performance Indicators
Natural Language Generation (NLG)
Performance Metrics
Predictive Analytics
Profitability Analysis
Strategic Planning
Trend / Problem Indicators
Visual Analytics

Dashboard

Annotations
Data Source Integrations
Functions / Calculations
Interactive
KPIs
OLAP
Private Dashboards
Public Dashboards
Scorecards
Themes
Visual Analytics
Widgets

Data Analysis

Data Discovery
Data Visualization
High Volume Processing
Predictive Analytics
Regression Analysis
Sentiment Analysis
Statistical Modeling
Text Analytics

Data Science

Access Control
Advanced Modeling
Audit Logs
Data Discovery
Data Ingestion
Data Preparation
Data Visualization
Model Deployment
Reports

Data Visualization

Analytics
Content Management
Dashboard Creation
Filtered Views
OLAP
Relational Display
Simulation Models
Visual Discovery

Embedded Analytics

Ad hoc Query
Application Development
Benchmarking
Dashboard
Interactive Reports
Mobile Reporting
Multi-User Collaboration
Self Service Analytics
Streaming Analytics
Visual Workflow Management

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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