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Tom Hopper's Projects

blscraperplus icon blscraperplus

Wrapper functions around blscrapeR::bls_api() to automatically download and save full BLS datasets, or datasets spanning years exceeding the 10 (or 20) year limitation in the BLS' API.

drake_equation icon drake_equation

Calculation of the likely number of "communicating civilizations" in our galaxy using a modified Drake Equation.

dw_nominate_114 icon dw_nominate_114

Example of web scraping, loading data files direct from FTP, and plotting with ggridges.

eiaenergy icon eiaenergy

R package to provide access to the U.S. DOE EIA electricity generation data

enhanced_assign icon enhanced_assign

Enhanced assign based on code from Richie Cotton http://4dpiecharts.com/2012/01/06/adding-metadata-to-variables/

knitr icon knitr

A general-purpose tool for dynamic report generation in R

lubridate icon lubridate

Make working with dates in R just that little bit easier

michigan_temperature icon michigan_temperature

Analysis of Michigan temperature data from several weather stations, from pre-1900 to the present.

numbr icon numbr

Convenience functions for working with scientific numbers.

prism-break icon prism-break

The source code of PRISM Break. Please read the README below.

qcc_ggplot icon qcc_ggplot

Rewrite of plot.qcc (from the qcc package) using ggplot and grid.

r-slopegraph icon r-slopegraph

Create Edward Tufte style slopegraphs with R and ggplot2

randr icon randr

Convenience functions for generating random numbers, especially based on distribution characteristics from expert judgement.

refrigerator-analysis icon refrigerator-analysis

Small demonstration data analysis in R, showing wrangling, visualization, statistical analysis, and building of the data story. Also demonstrates lesser-known features of RMarkdown, such as numbering and captioning figures, inclusion of bibliographies, and use of custom CSS.

rmaxmin icon rmaxmin

Maxima and minima functions for data frames, matrices and numeric arrays. The "missing" colMax(), colMin(), rowMax() and rowMin(). Also vector maxima and minima that handle complex numbers.

tb-cases icon tb-cases

ggplot2 example of coloring and labelling top_n time series and grouping all remaining as "other"

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