@dustinstoltz@fediscience.org cover
@dustinstoltz@fediscience.org avatar

dustinstoltz

@[email protected]

#Sociologist | Assistant Professor at Lehigh University

Thinking about: work, networks, ideas, stratification, elites, culture, evaluations, status, #cognition, text analysis, #NLP, LLMs, FOSS, data viz, #RStats, #Rdata, #DataScience, #sociology #ComputationalSocialScience #OpenScience

#Philly #FirstGen #Montanan

Order my book Mapping Texts:

https://global.oup.com/academic/product/mapping-texts-9780197756881

This profile is from a federated server and may be incomplete. View on remote instance

dustinstoltz , to sociology group
@dustinstoltz@fediscience.org avatar

My book Mapping Texts (co-authored with @mtaylor_soc ) ships at the end of this month if you order directly from Oxford University Press!

The book's website is now live: https://www.textmapping.com

More pages on the site will go live once the book is officially published!

Pre-order @ https://bit.ly/3NOu5kG


@rstats @sociology @academicchatter

dustinstoltz OP ,
@dustinstoltz@fediscience.org avatar

@mtaylor_soc @rstats @sociology @academicchatter

We've been (slowly) updating resources for Mapping Texts.

One thing we're excited about is the "Fixes" section of the website. When writing the book, we knew a code-forward book would run into issues (esp as dependencies are updated). So, we will post fixes as errors pop up.

We test the code quarterly, but anyone can submit issues through the site or email. We welcome general feedback as well.

https://www.textmapping.com

dustinstoltz OP ,
@dustinstoltz@fediscience.org avatar

@mtaylor_soc @rstats @sociology @academicchatter

I also recently added several pretrained (static and diachronic) embedding models to the R package text2map.pretrained

https://culturalcartography.gitlab.io/text2map.pretrained/

Anyone who wants to play around with some well-known embedding models (like the HistWords COHA diachronic embeddings) can get up and running in R in a few minutes!

dustinstoltz OP ,
@dustinstoltz@fediscience.org avatar

@mtaylor_soc @rstats @sociology @academicchatter

More updates for !

We're now sharing all the code from our book Mapping Texts: https://gitlab.com/culturalcartography/mappingtexts/text2map.bookcode

Each folder corresponds to a chapter, and each script corresponds (roughly) to a section.

We run diagnostics on the scripts periodically to catch any issues and update them accordingly. Updates are documented here: https://www.textmapping.com/fixes/

dustinstoltz OP ,
@dustinstoltz@fediscience.org avatar
  • All
  • Subscribed
  • Moderated
  • Favorites
  • kbinchat
  • All magazines