leomrocha/gutenberg_explore

Repository with Gutenberg exploration code, notebooks and Webpage with dynamic data exploration Report Paper/Post

gutenberg_explore's Issues

Create Scripts for SQL (sqlite3) database and tables creation.

@leomrocha work on defining the structure of the missing tables
@EvgeniiaVak review structure and complete the code (for the moment is only a structure)

Improve tokenization

From leomrocha/mix_nlp#5 (comment)

Always the first step is just going through the data (in this case check the least common words, starting from botton up which should contain many errors) and try to find common patterns, then you write a small code that will take advantage of those patterns.

For example, what if you find something like: this-word and ultimate-championship? you could decide that these are either correct, or these should be split by the - hyphen.

There might be other characters that you might not want in the words, for example if you see something like my word} in this case you would want to cleanup the } character.

Be careful when cleaning data of not introducing noise for the correct ones, in this case you might want to run your cleaner only on the least frequent data for example choosing words that have 2 or less occurrences, or only 1 instance.

as for how to do this, there are first the str.split and str.replace methods

for more complex cases I woudl recommend the regex library https://docs.python.org/3/library/re.html

Start code structure for gutenberg_explore repository. It should have:

• notebooks
• report ( all that is needed for the webpage goes here)
• src (python code)
• tests
• docs (where the live website is per github pages)
• Maybe Scala src folder for Spark NLP pipeline (future)
• Documentation
• other things (TBD)