HattieAlgorithmic Complexities in Engineering LoveOnline dating has become a ubiquitous presence on the internet, with an annual growth rate of 70% in the US [1]. As a result, I have been…5 min read·Dec 27, 2022----
HattieUncovering changing textual topics over time using Weighted Log Odds in Jupyter NotebookThis blog analyses monthly changes in 2020’s top US news stories using the Weighted Log Odds Ratio. The resulting output is shown below:6 min read·Oct 7, 2021----
HattieNamed Entity Recognition: A comparison between spaCy & Google’s NLP APINamed entity recognition (NER) aims to pull out entities from text, entities being things like organisation, location, person, products…5 min read·Aug 2, 2021----
HattieHow to categorise text in a Pandas dataframe using Google’s Natural Language APIWhy do you need to tag your content?6 min read·Jun 7, 2021--1--1
HattieHow to connect Plotly Dash to a SQL databaseThere are lots of brilliant tutorials explaining how to build a Plotly Dash dashboard whilst connecting to a static Pandas DataFrame, but…5 min read·May 13, 2021----
HattieImprove your longer-term understanding of your website users with a simple Google Analytics goal…If you’re familiar with Google Analytics’s behavioural reports, you’ll know that you can analyse the various journeys users have within…3 min read·Jan 28, 2021----