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Tim Wilson's Projects

2d-web-data-explorer icon 2d-web-data-explorer

Shiny apps for exploring Google Analytics or Adobe Analytics data across two dimensions

aa-ga-compare icon aa-ga-compare

RMarkdown script for comparing core metrics for a web site that has both Adobe Analytics and Google Analytics implemented on it.

adobe-bot-detection icon adobe-bot-detection

Script for identifying probable bots based on jumps in traffic from specific dimensions.

adobe_analytics_audit icon adobe_analytics_audit

R script to pull recent values of all eVars, events, and props and generate a standalone HTML file to review the results, as well as generate a Google Sheet with the underlying data.

adventofcode-2022 icon adventofcode-2022

Quick-hit, not as elegant as they could be (generally), solutions to adventofcode.com tasks for 2022

aiken-format-quiz-text-generator icon aiken-format-quiz-text-generator

R script that pulls quiz questions/answers from a structured Google Sheet and formats the questions into the AIKEN format (for streamlining the importing of quiz questions into an LMS that accepts the format, such as TalentLMS).

basic-ga-r icon basic-ga-r

A very simple R script for getting Google Analytics data and plotting it.

causalimpact-visuals icon causalimpact-visuals

A basic illustration of how to take the data from a CausalImpact analysis and plot it with ggplot to allow for more control of the final visual(s)

final_four_seeds icon final_four_seeds

Checking the seeds vs. who made the final four (are the seedings getting more or less predictive? Probably neither)

ga-view-audit icon ga-view-audit

Script that cycles through a list of views (view IDs) and makes a snapshot of custom dimension, custom metrics, and goals that it then pushes to an Excel file.

ga-view-summary icon ga-view-summary

R script to filter and then cycle through multiple Google Analytics views

holt_winters_demo_video icon holt_winters_demo_video

A video that shows how Holt-Winters performs time-series decomposition and then generates a forecast. Set up to then generate a slide show that is narrated by Amazon Polly

linkfest icon linkfest

R and statistics links for digital analysts

miscelleneous-explorations icon miscelleneous-explorations

This repository is a terrible idea, but I don't want to make new repositories every time I have a single-file idle exploration thought.

notionr icon notionr

Wrapper to access Notion API using R

rct_explainers icon rct_explainers

Various ways of explaining/experiencing underlying concepts for randomized controlled trials.

sample-size-calculator-1 icon sample-size-calculator-1

RMarkdown / flexdashboard project that generates an A/B/n sample size estimator with visualizations for illustrating the impact of adjusting various settings.

site-search-wordcloud icon site-search-wordcloud

Shiny app for making a word cloud and frequency table from site search terms -- using stemming to collapse similar terms. Plus, some bonus features like looking for "questions" in your searches.

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