Messing around with STM, part IVb – Analysis of metadata: spatial dummy variable

This is the sixth (and I think will be for a while the last) entry of a series of posts where I explore the application of the structural topic model and its R implementation. The other posts are here; while this is the github repository with the jupyter notebooks where the contents of the posts are better integrated with code …

Continue reading Messing around with STM, part IVb – Analysis of metadata: spatial dummy variable

Messing around with STM, part IV – Analysis of metadata

This is the fifth entry of a series where I explore the application of the structural topic model and its R implementation. The other posts are here; while this is the github repository with the jupyter notebooks where the contents of the posts are better integrated with code snippets and visualizations. Introduction In this and the next post, …

Continue reading Messing around with STM, part IV – Analysis of metadata

Messing around with STM, part IIIb: model analysis

This is the fourth of a series of posts where I explore the application of structural topic models and its R implementation. The other posts are here, here and here; while this is the github repository with the jupyter notebooks where the contents of the posts are better integrated with code snippets and visualizations. The …

Continue reading Messing around with STM, part IIIb: model analysis

Messing around with STM, part IIIa: model selection

This is the third of a series of posts where I explore the application of structural topic models and its R implementation. The other posts are here and here; while here is the github repository with the jupyter notebooks where the contents of the posts are better integrated with code snippets and visualizations. The notebook with the …

Continue reading Messing around with STM, part IIIa: model selection

Messing around with STM – Part II – Data cleaning

This is the second of a series of posts where I explore the application of structural topic models and its R implementation. The first post is here; while here is the github repository with the jupyter notebook containing basically the contents of the posts and the code chunks, and some of the functions I used.  …

Continue reading Messing around with STM – Part II – Data cleaning