Compute the frequency distribution of a search term in a series of texts. For example, Arthur Conan Doyle wrote a total of 60 Sherlock Holmes stories, comprised of 54 short stories and 4 longer novels. I wanted to test my own subjective impression that, in many of the stories, Sherlock Holmes' popularity was used as bait to induce the reader to read a story that is essentially not primarily a Sherlock Holmes story. I used the term "Holmes" as a search pattern, since Watson would frequently address him by name, or use his name to describe something that he was doing. My hypothesis is that the frequency distribution of the search pattern "Holmes" is a good proxy for the degree to which a story is or is not truly a Sherlock Holmes story. The results are presented in a manuscript that is available as a vignette and online at <https://barryzee.github.io/Concordance/index.html>.

A comprehensive toolkit for Statistical Process Control (SPC)
    that combines the rigor of classical Shewhart methodology with modern
    tidyverse-native interfaces. Provides classical control charts for
    variables (I-MR, Xbar-R, Xbar-S) and attributes (p, np, c, u), as
    well as regression-based control charts for processes with trend.
    Includes Nelson runs tests, Average Run Length (ARL) simulation,
    process capability indices with bootstrap confidence intervals,
    Box-Cox transformation guidance, and a clean Phase I / Phase II
    workflow. All chart objects integrate with broom via 'tidy',
    'glance' and 'augment' methods. References: Shewhart (1931,
    ISBN:0-87389-076-0); Montgomery (2019, ISBN:978-1-119-39930-8);
    Nelson (1984) <doi:10.1080/00224065.1984.11978921>; Woodall (2000)
    <doi:10.1080/00224065.2000.11980013>; Box & Cox (1964)
    <doi:10.1111/j.2517-6161.1964.tb00553.x>.

A template dashboard system with AI agent integrated. 
    Comes with default themes that can be customized. 
    Developers can upload modified templates on 'Github', and users can 
    easily download templates with 'RStudio' project wizard.
    The key features of the default template include light and dark theme 
    switcher, resizing graphs, synchronizing inputs across sessions, 
    new notification system, fancy progress bars, and card-like flip 
    panels with back sides, as well as various of 'HTML' tool widgets.