R package for Shutterstock REST API. Please refer to the official reference here.
You can install development version:
Search the most popular images about Amsterdam:
library("shutterstock")
amsterdam <- searchImages(query = "Amsterdam", sort = "popular")
d <- amsterdam[["data"]]
do.call(rbind, lapply(d, function(x) {
data.frame(
id = x[["id"]],
description = paste(strtrim(x[["description"]], 35L), "..."), # truncate description field
preview = x[["assets"]][["preview"]][["url"]],
stringsAsFactors = FALSE
)
})) -> popular
head(popular)
## id description
## 1 656151523 Amsterdam Netherlands dancing house ...
## 2 534783616 Amsterdam canal Singel with typical ...
## 3 1012458397 Amsterdam Netherlands, city skyline ...
## 4 797232592 Bike over canal Amsterdam city. Pic ...
## 5 642423370 Amsterdam Netherlands dancing house ...
## 6 1028628301 Channel in Amsterdam Netherlands ho ...
## preview
## 1 https://image.shutterstock.com/display_pic_with_logo/147241/656151523/stock-photo-amsterdam-netherlands-dancing-houses-over-river-amstel-landmark-in-old-european-city-spring-656151523.jpg
## 2 https://image.shutterstock.com/display_pic_with_logo/697543/534783616/stock-photo-amsterdam-canal-singel-with-typical-dutch-houses-and-houseboats-during-morning-blue-hour-holland-534783616.jpg
## 3 https://image.shutterstock.com/display_pic_with_logo/1005848/1012458397/stock-photo-amsterdam-netherlands-city-skyline-at-canal-waterfront-with-spring-tulip-flower-1012458397.jpg
## 4 https://image.shutterstock.com/display_pic_with_logo/147241/797232592/stock-photo-bike-over-canal-amsterdam-city-picturesque-town-landscape-in-netherlands-with-view-on-river-amstel-797232592.jpg
## 5 https://image.shutterstock.com/display_pic_with_logo/147241/642423370/stock-photo-amsterdam-netherlands-dancing-houses-over-river-amstel-landmark-in-old-european-city-spring-642423370.jpg
## 6 https://image.shutterstock.com/display_pic_with_logo/147241/1028628301/stock-photo-channel-in-amsterdam-netherlands-houses-river-amstel-landmark-old-european-city-spring-landscape-1028628301.jpgBuild a frequency plot from keywords of the images searched with a family query:
library("ggplot2")
images <- searchImages(query = "family", per_page = 225)
# extract image ids:
image.ids <- sapply(seq_along(images[["data"]]), function(i) {
images[["data"]][[i]][["id"]]
})
data <- lapply(image.ids, function(x) {
cat(sprintf("[%s] get image: \"%s\"", match(x, image.ids), x), sep = "\n")
Sys.sleep(4) # try to prevent HTTP 429 error
details <- getImageDetails(id = x)
as.character(details[["keywords"]])
})
kws <- do.call(c, data)
tbl.counts <- as.data.frame(table(kws))
top.tbl <- tbl.counts[order(tbl.counts["Freq"], decreasing = TRUE), ]
top <- head(top.tbl, 15L)
ggplot(top, aes(x = kws, y = Freq)) +
geom_bar(stat = "identity", width = 0.7, color = "black", fill = "white") +
labs(title = "The most popular family keywords", x = "Keyword") +
ylab(NULL) +
theme_bw()
OAuth 2.0 authentication is better to use for the queries as its scope is greater than the capabilities of the basic authentication. Read the vignette for more information. For general OAuth problems, please read the Shutterstock OAuth 2.0 guide thoroughly.
PRs are welcomed!
Only GET methods are supported in the current version.
See ?shutterstock package documentation for more information.
Please note that the ‘shutterstock’ project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.