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library(dplyr) | ||
library(tidyr) | ||
#+include=FALSE | ||
knitr::opts_chunk$set(message = FALSE, warning = FALSE) | ||
#+ | ||
library(tidyverse) | ||
library(highcharter) | ||
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# example 1 --------------------------------------------------------------- | ||
data(citytemp) | ||
citytemp$int <- seq_len(12L) | ||
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citytemp2 <- citytemp %>% | ||
select(-new_york, -london) %>% | ||
gather(city, temp, berlin, tokyo) | ||
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highchart() %>% | ||
hc_xAxis(categories = citytemp$int) %>% | ||
hc_add_series(name = "Berlin", data = citytemp$berlin) %>% | ||
hc_add_series(name = "Tokyo", data = citytemp$tokyo) | ||
head(citytemp2) | ||
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highchart() %>% | ||
#' # Dataframe with x as integer | ||
hc1 <- highchart() %>% | ||
hc_xAxis(categories = citytemp$int) %>% | ||
hc_add_series(citytemp2, "line", hcaes(x = int, y = temp, group = city)) | ||
hc_add_series(citytemp2, "line", hcaes(x = int, y = temp, group = city)) | ||
hc1 | ||
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highchart() %>% | ||
#' This look weird! Why? Because you are adding a categories and a using numeric | ||
#' value in the data. | ||
#' | ||
hc1$x$hc_opts$xAxis | ||
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#' Look the data | ||
hc1$x$hc_opts$series[[1]]$data %>% head(1) | ||
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#' `int` is copied to the `x` value so x is numeric! so due javascript is 0-based | ||
#' the number 1 match the second value in the categories. You'll want avoid this mix. | ||
#' | ||
#' # Dataframe with x as character | ||
#' | ||
hc2 <- highchart() %>% | ||
hc_xAxis(categories = citytemp$int) %>% | ||
hc_add_series(citytemp2, "line", hcaes(x = as.character(int), y = temp, group = city)) | ||
hc2 | ||
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#' This look as expected. This is the same result as: | ||
hchart(citytemp2, "line", hcaes(x = as.character(int), y = temp, group = city)) %>% | ||
hc_xAxis(title = list(text = NULL)) | ||
#' Internally `hchart` with categorical `x` add `hc_xAxis(categories = )` | ||
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hchart(citytemp2, "line", hcaes(x = as.character(int), y = temp, group = city)) | ||
hchart(citytemp2, "line", hcaes(x = as.integer(int), y = temp, group = city)) | ||
hc2$x$hc_opts$xAxis | ||
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# example 2 --------------------------------------------------------------- | ||
year <- seq.int(from = 1750, to = 2050, by = 50) | ||
Asia <- c(502, 635, 809, 947, 1402, 3634, 5268) | ||
Africa <- c(106, 107, 111, 133, 221, 767, 1766) | ||
Europe <- c(163, 203, 276, 408, 547, 729, 628) | ||
America <- c(18, 31, 54, 156, 339, 818, 1201) | ||
Oceania <- c(2, 2, 2, 6, 13, 30, 46) | ||
df_area <- data.frame(year,Asia,Africa,Europe,America,Oceania) %>% gather(continent, pop, -year) | ||
#' Look the data, now `x` doesn't exists because `hc_add_series.data.frame` | ||
#' change the `as.character(int)` value to `name` to match the categories | ||
hc2$x$hc_opts$series[[1]]$data %>% head(1) | ||
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hchart(df_area, "area", hcaes(x = year, y = pop, group = continent)) | ||
#' # Vector with x as integer | ||
#' | ||
hc3 <- highchart() %>% | ||
hc_xAxis(categories = citytemp$int) %>% | ||
hc_add_series(name = "berlin", data = citytemp$berlin) %>% | ||
hc_add_series(name = "tokyo", data = citytemp$tokyo) | ||
hc3 | ||
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#' The result is expected due the data don't have structure so the value | ||
#' are showed in order. | ||
hc3$x$hc_opts$xAxis | ||
hc3$x$hc_opts$series[[1]] | ||
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#' The next chart start at 0 due javascript is 0-based. | ||
highchart() %>% | ||
hc_add_series(name = "berlin", data = citytemp$berlin) | ||
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#' But you can do: | ||
highchart() %>% | ||
hc_add_series(df_area, "area", hcaes(x = year, y = pop, group = continent)) | ||
hc_add_series(name = "berlin", data = citytemp$berlin, pointStart = 1) | ||
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hchart(df_area, "area", | ||
hcaes(x = year, y = pop, group = continent)) %>% | ||
hc_plotOptions(area = list(marker = list(enabled = FALSE))) | ||
#' Which is same as `hc5` (see below). | ||
#' | ||
#' # hchart with x as character | ||
#' | ||
hc4 <- hchart(citytemp2, "line", hcaes(x = as.character(int), y = temp, group = city)) | ||
hc4 | ||
hc4$x$hc_opts$xAxis | ||
hc4$x$hc_opts$series[[1]]$data %>% head(1) | ||
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#' As we said, same as `hc2` | ||
#' | ||
#' # hchart with x as integer | ||
#' | ||
hc5 <- hchart(citytemp2, "line", hcaes(x = int, y = temp, group = city)) | ||
hc5 | ||
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#' This is the expected result due `x` is integer so you don't need to use | ||
#' `hc_xAxis(categories = )` | ||
hc5$x$hc_opts$xAxis | ||
hc5$x$hc_opts$series[[1]]$data %>% head(1) | ||
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#' As we said, same as: | ||
highchart() %>% | ||
hc_add_series(df_area, "area", | ||
hcaes(x = year, y = pop, group = continent)) %>% | ||
hc_plotOptions(area = list(marker = list(enabled = FALSE))) | ||
hc_add_series(name = "berlin", data = citytemp$berlin, pointStart = 1) | ||
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highchart() %>% | ||
hc_add_series(citytemp2, "line", hcaes(x = int, y = temp, group = city)) | ||
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# session ----------------------------------------------------------------- | ||
devtools::session_info() |
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