BVN Library analysis

Prompted by a discussion of how diverse the BVN library is, this is a quick attempt to answer that question.

The analysis.py file does a somewhat odd job of loading, cleaning and taking a brief look at the data. There's still a lot left to do.

A graph showing how many books there are for each subject. Note: each book can have many subjects.

How to get started with this repo

Once you've cloned this repo, from inside the repo folder, run these commands: (You should be able to just paste it in as a block.)

python -m venv --copies lib-env
lib-env\\Scripts\\activate.bat
echo 🚪
python -m pip install --upgrade pip
python -m pip install pip-tools
pip-compile requirements.in
echo 🚀
pip install -r requirements.txt
git init,
echo 🍟🍟🍟

Then jump into analysis.py and go sick.

TODO

• There's a new file that has some catalogued on dates, merge that in. The data is in books.csv.
• The data ingestion file should be separate to the analysis file
• How many books does Sydney/Brisbane have? Is there a bias in subject?
• Work on cleaning and splitting up the other columns. E.g. in this entry:

  Title    A green vitruvius: principles and practice of ...
  Author                                                 NaN
  Imprint                        London: James & James, 1999
  Subject           Environmentally Sustainable Design (ESD)
  Shelf Location                                  720.47 GRE
  Studio                                            Brisbane
  

  The Imprint entry is London: James & James, 1999 and could be split into 3 columns. (With publication year being the only really important one.)
• Start adding columns that address other discriminating factors to the author table.