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Datasets

• DynAMoS: Dynamic Affective Movie Clip Database for Subjectivity Analysis (2023)
  A curated collection of affective movie clips (n = 22), metadata about those clips, and
  ratings of the emotional content of those movie clips from research participants (n = 83)
  Primary Article/Citation: https://jmgirard.github.io/dynamos/paper.html
  Website/Request Access: https://dynamos.mgb.org

• GFT: Group Formation Task Spontaneous Facial Expression Database (2017)
  A 2D video database of spontaneous behavior during unscripted social interactions
  Complete with frame-level FACS annotations of facial behavior (n = 96)
  Primary Article/Citation: https://jmgirard.com/pubs/girard2017d/
  Website/Request Access: http://osf.io/7wcyz

• MMSE/BP4D+: Multimodal Spontaneous Emotion Database (2016)
  An extension of BP4D that includes thermal and physiological data
  Complete with frame-level FACS annotations of facial behavior (n = 140)
  Primary Article/Citation: https://jmgirard.com/pubs/zhang2016/
  Website/Request Access: http://bit.ly/2yg39Cn

• BP4D: Binghamton-Pittsburgh 4D Spontaneous Emotion Database (2014)
  A 3D video database of spontaneous behavior during emotion elicitation
  Complete with frame-level FACS annotations of facial behavior (n = 41)
  Primary Article/Citation: https://jmgirard.com/pubs/zhang2014/
  Website/Request Access: http://bit.ly/2yg39Cn

Software

Maturing

• embedpdf (2023)
  Extension for embedding PDF files in Quarto HTML documents
  Source Code: https://github.com/jmgirard/embedpdf

• lordicon (2022)
  Extension for adding lordicon.com icons to Quarto HTML documents
  Source Code: https://github.com/jmgirard/lordicon

• circumplex: Analysis and Visualization of Circumplex Data (2017–2021)
  R functions and educational materials about circumplex data analysis/visualization
  Documentation: https://circumplex.jmgirard.com
  Source Code: http://github.com/jmgirard/circumplex

• mReliability: Inter-rater Reliability in MATLAB (2015–2018)
  MATLAB functions and educational materials about inter-rater reliability
  Documentation: https://mreliability.jmgirard.com
  Source Code: http://github.com/jmgirard/mreliability

• DARMA: Dual Axis Rating and Media Annotation (2014–2018)
  Software for collecting and reviewing 2D continuous ratings of media files
  Documentation: https://darma.jmgirard.com
  Source Code: http://github.com/jmgirard/darma

• CARMA: Continuous Affect Rating and Media Annotation (2014–2018)
  Software for collecting and reviewing 1D continuous ratings of media files
  Documentation: https://carma.jmgirard.com
  Source Code: http://github.com/jmgirard/carma

Developing

• varde (2022)
  R functions for decomposing variance in multilevel models
  Source Code: https://github.com/jmgirard/varde

• wcc (2022)
  R functions for windowed cross-correlation (synchrony) analyses
  Source Code: https://github.com/jmgirard/wcc

• profiles (2022)
  R functions and RStudio add-ins for managing RStudio profiles
  Source Code: https://github.com/jmgirard/profiles

• tidymedia (2021–2022)
  R functions for working with audio and video files in a tidy format
  Source Code: https://github.com/jmgirard/tidymedia

• agreement (2018–2022)
  R functions for inter-rater reliability
  Source Code: https://github.com/jmgirard/agreement

Trainings

• Applied Machine Learning in R (2021, 2022)
  Five-day workshop offered as part of the Pittsburgh Summer Methodology Series
  https://pittmethods.github.io/appliedml

• Introduction to R for Social Scientists (2020, 2022)
  Three-day workshop offered as part of the Pittsburgh Summer Methodology Series
  https://pittmethods.github.io/r4ss