The 360° Research Software

Mangold INTERACT

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The Leading Observational Research Software. Collect, process, and analyze observational data with unmatched flexibility and precision.
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Mangold INTERACT on Laptop

Transform Your Behavioral Data Analysis

Easily code, transcribe, and analyze your audio/video footage with INTERACT’s powerful tools.

Unlimited Coding Options

Create and manage individual coding schemes of almost any size and complexity to meet your specific data collection and coding needs.

Wide Video Format Compatibility

Effortlessly use most standard video formats including those from smartphones, for ease-of-use in various research contexts.

Comprehensive Data Analysis

Utilize powerful software functionalities for data restructuring and advanced analysis options tailored to your research needs.

Unparalleled Support

Improve your skills with access to training resources and guidance from our highly rated support team.

Powerful Data Collection

Create custom coding schemes for unparalleled data collection flexibility.

Unlimited Coding and Transcription

Design complex, hierarchical coding schemes tailored to your research needs and apply unlimited transcriptions to any point in time.

Multiple Sampling Methods

Combine event, pinpoint, time, ad libitum, continuous, scan, one-zero sampling, and variants to collect data with unmatched accuracy and flexibility.

Synchronous Media Handling

Code multiple synchronized audio and video files simultaneously while maintaining precise temporal relationships.

Advanced Analysis

Transform raw data into meaningful research insights.

Comprehensive Analysis Tools

Explore your data through flexible data combinations, state-space-grids, timeline charts, lag sequential analysis and more.

Combine Qualitative and Quantitative Data

Combine qualitative observations with quantitative data like physiological measurements to reveal deeper patterns.

Custom Scientific Analysis

Perform specialised scientific data analysis tailored to your research using Python integration and custom workflows.

Unlimited Analysis Options

Use the extensive data restructuring functions and analysis options in INTERACT and gain new insights from originally simple observation data.

Easily merge, combine and rename collected data

Perform classical sequence analysis

Search for code sequences / patterns

Use contingency analysis

Analyze observer agreement

And much more...

Integrate your Research Paradigm

Create your individual tool-chain by using INTERACT's workflow extensibility to standardize your research process.

Design Custom Analysis Workflows

Create tailored workflows for your standard analysis routines to derive unique insights from your data.

Seamless Data Exchange

Easily import and export data to collaborate with colleagues or integrate data from and into your individual chain of tools.

The Sky is the Limit

Use Python to create your own workflow, giving you the freedom to perform almost any data manipulation and analysis.

Visualize Your Data

INTERACT offers a wide range of visualization tools to help you quickly inspect your data and present it in a clear and understandable way.

Timeline Chart

Visualize your data to effectively highlight concurrent activities and temporal relationships.

Mangold INTERACT State Space Grid

State-Space-Grids

Represent interactively dyadic relationships to explore synchrony and adaptability within dynamic systems.

Mangold INTERACT Box Plot

Box Plots

Employ box plots to expose data distributions and detect outliers effortlessly.

Mangold INTERACT Lag Sequence

Lag Sequential Analysis

Identify trends and patterns through comprehensive lag sequential analysis of your data.

What INTERACT Can Do for You

Discover the benefits of using INTERACT for your research projects - in a nutshell.

Synchronous Media Handling

Seamlessly view and analyze multiple synchronized audio, video, and data streams. Easily shift your data in time to easily synchronize originally unsynced data.

Unlimited Coding and Transcription

Collect an unlimited number of codes and transcriptions while working with multiple audio and video files.

Custom Coding Systems

Create custom coding systems with hierarchical complexity to meet the needs of your research design.

Diverse Sampling and Analysis

Easily combine various sampling methods, including event, pinpoint, time, one-zero sampling, and their variants.

Qualitative and Quantitative Data Integration

Combine qualitative observations with quantitative data, such as physiological or simulator data, to explore their relationship.

Comprehensive Visualization

Visualize results with state-space grids, timeline charts, and other options for nuanced presentations.

Data Reliability

Ensure data accuracy and rater-reliability with built-in checks and analysis routines.

Customizable and Extendable Functionality

Create and save custom workflows to perform complex routines at the touch of a button.

Python Integration

Utilize Python and its range of libraries for limitless custom scientific data analysis.

Cross-Platform Compatibility

Compatibility between INTERACT for Mac and Windows for a seamless user experience even in heterogeneous workgroups.

User-Friendly Design

Benefit from easy-to-access features, an intuitive interface and a well-designed and proven workflow.

Interested in INTERACT?

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Ready to Transform Your Research?

Join researchers from 80 of the top 100 universities in the world today.

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What Experts Say about INTERACT

Ruth Feldman, Prof. Ph.D.

Ruth Feldman, Prof. Ph.D.

Best Female Scientist 2022, Expertscape World Expert, Herzlia Israel

“ Our experience with INTERACT was excellent. The software is friendly, intuitive to use, gives precise results and supports comprehensive behavioral pattern analysis. ”

Heather Henderson, Prof. Ph.D.

Heather Henderson, Prof. Ph.D.

University of Waterloo, Canada

“ INTERACT has revolutionized our approach to data analysis, ensuring precision and real-time adaptability. ”

Jana Uher, ao. Prof. Ph.D.

Jana Uher, ao. Prof. Ph.D.

Freie Universität Berlin, DE

“ The coding software INTERACT from Mangold proved to be extremely useful and efficient for detailed videotape analysis of individual differences in the great apes. ”

Dr. Shane Rogers, Ph.D.

Dr. Shane Rogers, Ph.D.

Edith Cowan University, Australia

“ Mangold INTERACT on the other hand, runs smooth as butter in all aspects - playing videos, coding, statistics, and visualizations. ”

Catherine Tamis-LeMonda, Prof. Ph.D.

Catherine Tamis-LeMonda, Prof. Ph.D.

New York University

“ The INTERACT Software is flexible, user friendly and rich in its capabilities. But, more importantly, the support staff at Mangold is unparalleled. ”

INTERACT Packages

Choose the package that best suits your needs.

Basic

Mangold INTERACT Basic Package

The comprehensive 360° software solution for data collection, dynamic visualization and data refinement. Get a full-circle tool for every stage of your research process.

  • Full Featured Video Coding ...

  • Synchronized Media Handling

    Observe and manage audio and video footage with a wide range of control and synchronization options.

  • Flexible Data Collection

    Benefit from efficient a-hoc and post-hoc data collection, supporting all major sampling methods.

  • Powerful Analysis

    Gain insight with a wide range of descriptive statistics, by finding co-occurrences, code latencies, and contingencies.

  • Advanced Data Transformation

    Transform your data to gain new insights by connecting originally unrelated data.

  • Powerful Visualizations

    Explore data with powerful visualizations, such as timeline charts and state-space grids.

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Professional

Mangold Software for Research

More options including sequence analysis, additional visualizations, custom workflows, and a video editing module.

  • Everything from Basic plus ...

  • Custom Workflows

    Define customised data management and analysis workflows for efficient and streamlined processes within research teams.

  • Sequence and Pattern Analysis

    Analyze sequences and patterns of events and their relationships with other data.

  • Advanced Visualizations

    Explore data with advanced visualizations, such as box plots, word clouds and sankey charts.

  • Automatic Video Editing

    Let INTERACT create highlight video clips based on your research data, which can easily be used for training or feedback purposes.

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Premium

Mangold INTERACT Premium Package

Offers most comprehensive features including Python integration, sensor data support, and AI-powered automatic transcription.

  • Everything from Professional plus ...

  • Sensor Data Integration

    Synchronous visualization of numerical values alongside video recordings, such as physiological measurement data.

  • AI-Powered Transcription

    Secure, offline auto-transcription using Whisper, including speaker detection.

  • Python Integration

    Use Python for advanced, sophisticated data analysis with the built-in Python module (Requires Phython knowledge).

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Detailed Package Comparison

Compare the features of the different packages.

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Work Seamlessly Across Platforms
Work seamlessly on both Windows and macOS.
Collect and analyze data effortlessly on your preferred device while enjoying the same exceptional user experience across platforms.
Get Started Quickly
Access all core functions with just a few clicks.
A step-by-step guide helps you get started quickly.
Easily switch between languages for a comfortable user experience.
Benefit from comprehensive documentation in various languages and formats.
Practice with ready-to-use examples and jumpstart your research.
Access tutorials and recently used files instantly.
Collect Data Effortlessly
Combine all common observation methods, including event, pinpoint, time, ad libitum, continuous, instantaneous, scan, one-zero sampling, and their variations.
Collect and analyze data sets that extend beyond 24 hours, including full date and time information.
Record precise time information for all data with an accuracy of 0.0000001 seconds.
Rate and code audio and video files smoothly at your preferred playback speed.
Work efficiently by coding multiple audio/video files simultaneously.
Pause and resume your coding session at any time.
Effortlessly navigate your video recordings with pause, fast-forward, and rewind functions, even during data collection.
Capture multiple events that occur simultaneously.
Assign an unlimited number of codes and transcripts to each video segment.
Record events quickly and accurately using keystrokes and mouse clicks.
Enhance your coding workflow with intuitive drag-and-drop functionality.
Streamline code entry with easy-to-use dropdown menus.
Save time by automatically adding multiple predefined values to newly collected events.
Capture comprehensive data using a combination of freely selectable codes / ratings and detailed transcripts.
Enrich your data by linking additional multimedia files (text documents, videos, images, etc.) to specific events.
Create detailed transcripts and code definitions with multi-line support.
Customize the appearance of your coding system with freely definable color schemes for classes and codes.
Create and Manage Your Coding Systems
Organize your observational codes effectively by creating user-friendly hierarchical coding systems.
Define an unlimited number of individual coding systems to suit your research needs.
Create coding systems with unlimited code length to accommodate complex research designs.
Easily share your coding systems with other INTERACT® users for teamwork and standardization.
Manage Your Data Effectively
Add any number of independent variables or socio-demographic information to your data for a comprehensive data selection.
Reorganize the collected data to explore new research questions and hypotheses from different perspectives.
Make quick and easy edits with search and replace functions.
Refine your data by correcting individual time values, codes, transcriptions, or by adding new content at any time.
Organize your data effectively by regrouping it into any logical, hierarchical units at any time.
Easily combine data from multiple observation sessions and from multiple observers.
Collaborate seamlessly with other researchers by easily exchanging individual data files.
Safeguard your data with an automatic backup function to prevent data loss.
Visualize Your Data
Visualize your collected data graphically in a timeline chart to get a clear overview.
Conduct State-Space-Grid analysis for a detailed examination of dyadic interactions.
Gain insight into code frequency and duration with intuitive statistical tables.
Visualize statistics using informative boxplot diagrams.
Visualize word usage patterns in transcripts with insightful word cloud diagrams.
Explore sequential relationships with informative sankey / chord diagrams.
Analyze and Transform Your Data
Generate descriptive statistics (frequency, duration, percentages, mean, variance, etc.) with ease.
Export statistical results conveniently via copy-and-paste or as a CSV file.
Utilize predefined data transformation and restructuring routines for efficient data analysis.
Select statistical calculations based on specific groups of data to tailor your analysis.
Generate comprehensive reports on classes and their codes.
Conduct in-depth contingency analysis to examine relationships between codes.
Carry out co-occurrence analyses to identify patterns of code occurrence.
Perform latency analyses to investigate the time intervals between events.
Analyze and visualize observer agreement for reliable research findings.
Advanced Analysis
Analyze and export continuously sampled data in time clusters for a deeper understanding of temporal patterns.
Generate statistics on arbitrary time intervals to which a specific code was assigned.
Perform interval-based statistics per code and per data set to obtain even more nuanced analyses.
Perform sequence analysis to calculate behavioral transition probabilities and identify patterns of behavior.
Automatic Video Creation
Create video materials for training or feedback with the "Highlight Movie" module, which automatically edits videos based on your collected data (available on Windows only).
Customize Your Workflow
Customize your workflow by defining your own data import, export, analysis and transformation routines and integrate them seamlessly into the INTERACT® interface for easy access. Use this functionality to implement your research paradigm so that your entire team can use these standardized functions at the touch of a button.
Extend Your Analysis
Expand your analysis capabilities by leveraging the data exchange between INTERACT® and Python. Utilize thousands of existing scientific Python analysis libraries to conduct advanced statistical analyses (Python knowledge required).
Integrate with Sensor Data and Other Tools
Synchronously visualize numerical values (e.g., physiological measurement data) with your video recordings using the DataView module.
Integrate behavioral coding with numerical measurements by exchanging information between DataView and INTERACT® for a more comprehensive understanding of all data.
Benefit from AI
Extend your data collection with auto-transcription (offline, data protection compliant) based on the Whisper AI model, including speaker identification.

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