Emotions in 50 years of pop songs lyrics

I found, thanks to twitter-induced serendipity (others call it procrastination), the lyrics of the songs included in the annual Billboard Top-100 from 1965 to 2015 (i.e., considering a few missing, ~5,000 songs). You can find in GitHub, together with the raw data, some clarifications on how the data were collected, their limitations, etc. plus a pointer to a nice analysis already done.

Continue reading “Emotions in 50 years of pop songs lyrics”

Complexity of folktales and cultural attraction

The complexity of some cultural domains, such as technology, seems to be linked to population size. This makes intuitive sense: after all, we have iPhones and rockets, whereas hunter-gatherer societies do not. How does this work, however, for other, non-technological, cultural domains? Western stories are not more complex than Aboriginal Australians ones (I guess). What about religions, or kinship systems?

Continue reading “Complexity of folktales and cultural attraction”

Replication and Reconstruction. A quick note on Scott-Phillips 2017

An interesting article from Thom Scott-Phillips has been recently published in the Journal of Cognition and Culture: A (Simple) Experimental Demonstration that Cultural Evolution is not Replicative but Reconstructive – and an Explanations of Why this Difference Matters.

The article describes an experiment that nicely illustrates (“make flesh” in the words of Scott-Phillips) a thought experiment proposed by Dan Sperber. Shortly, imagine a Chinese whispers game, in which chains of individuals have to reproduce two drawings. One is a familiar configuration (in the specific case, the first three letters of the latin alphabet), while the other one is a meaningless scribble (see the image below, from Scott-Phillips’ paper).

Continue reading “Replication and Reconstruction. A quick note on Scott-Phillips 2017”

Movie scripts dataset

I uploaded on figshare (here) a dataset. From the description there:

This dataset contains 1,093 movie scripts collected from the website imsdb.com, each in a separate text file. The file imsdb_sample.txt contains the titles of all movies (corresponding file names are in the form Script_TITLE.txt).

The website was crawled in January 2017. Some scripts are not present as they were missing in imsdb.com or because they were uploaded as pdf files. Please notice that (i) the original scripts were uploaded on the website by individual users, so that they might not correspond exactly to the movie scripts and typos may be present; (ii) html formatting was not consistent in the website, and so neither is the formatting of the resulting text files.

Even considering (i) and (ii), the quality seems good on average and the dataset can be easily used for text-mining tasks.

Continue reading “Movie scripts dataset”

My talk at Cultural Evolution Seminar series in Tartu – Estonia

I gave yesterday a talk, via Skype, in the Cultural Evolution Seminar series at Tartu, Estonia. Oleg Sobchuk and the other organisers are doing a great job, I think, to diffuse knowledge about cultural evolution (and cognitive sciences, and digital humanities, etc.) and I was pleased to give my small contribution. Their website links also to the videos of two of the previous speakers, Cristina Moya and Alex Mesoudi, and provides excellent reading materials and information about cultural evolution.

Continue reading “My talk at Cultural Evolution Seminar series in Tartu – Estonia”