JSTOR_2words: Plot the frequencies of one word against another word over...

In benmarwick/JSTORr: Simple Text Mining and Document Clustering of JSTOR Journal Articles

Description

Function to plot changes in the relative frequency of two words (two 1-grams) over time. The relative frequency is the frequency of the word in a document divided by the total number of words in a document. For use with JSTOR's Data for Research datasets (http://dfr.jstor.org/).

Usage

JSTOR_2words(unpack1grams, word1, word2, span = 0.4, se = FALSE,
  yearfrom = NULL, yearto = NULL)

Arguments

unpack1grams	object returned by the function JSTOR_unpack1grams.
word1	One word (or vector of words), surrounded by standard quote marks.
word2	One word (or vector of words), surrounded by standard quote marks.
span	span of the lowess line (controls the degree of smoothing). Default is 0.4
se	display standard error of lowess line. Default is no (false).
yearfrom	year to start the x-axis from, the minimum year to display on the plot
yearto	year to end the x-axis at, the maximum year to display on the plot

Value

Returns a ggplot object with publication year on the horizontal axis and log relative frequency on the vertical axis. Each point represents a single document.

Examples

## JSTOR_2words(unpack1grams, "diamonds", "pearls")
## JSTOR_2words(unpack1grams, word1 = "milk", word2 = "sugar", span = 0.8) +
## scale_y_continuous(trans=log2_trans()) # to diminish the effect of a few extreme values

benmarwick/JSTORr documentation built on May 12, 2019, 12:59 p.m.