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kandi X-RAY | tidyverse Summary
kandi X-RAY | tidyverse Summary
The tidyverse is a set of packages that work in harmony because they share common data representations and API design. The tidyverse package is designed to make it easy to install and load core packages from the tidyverse in a single command. If you’d like to learn how to use the tidyverse effectively, the best place to start is R for data science.
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QUESTION
In my dataframe, I have multiple columns with student grades. I would like to sum the "Quiz" columns (e.g., Quiz1, Quiz2). However, I only want to sum the top 2 values, and ignore the others. I want to create a new column with the total (i.e., the sum of the top 2 values). There is also the issue of having grades that tie for the top 2 grades in a given row. For example, Aaron has a high score of 42, but then there are two scores that tie for the second highest (i.e., 36).
Data
...ANSWER
Answered 2021-Dec-12 at 23:25QUESTION
I would to pick out any variable with ## in each row then store such variables in the vars_extract variable. Any idea?
...ANSWER
Answered 2022-Mar-17 at 10:40Something like this?
QUESTION
I made the following 25 network graphs (all of these graphs are copies for simplicity - in reality, they will all be different):
...ANSWER
Answered 2022-Mar-03 at 21:12While my solution isn't exactly what you describe under Option 2
, it is close. We use combineWidgets()
to create a grid with a single column and a row height where one graph covers most of the screen height. We squeeze in a link between each widget instance that scrolls the browser window down to show the following graph when clicked.
Let me know if this is working for you. It should be possible to automatically adjust the row size according to the browser window size. Currently, this depends on the browser window height being around 1000px.
I modified your code for the graph creation slightly and wrapped it in a function. This allows us to create 25 different-looking graphs easily. This way testing the resulting HTML file is more fun! What follows the function definition is the code to create a list
of HTML objects that we then feed into combineWidgets()
.
QUESTION
I've built this new ggplot2
geom layer I'm calling geom_triangles
(see https://github.com/ctesta01/ggtriangles/) that plots isosceles triangles given aesthetics including x, y, z
where z
is the height of the triangle and
the base of the isosceles triangle has midpoint (x,y) on the graph.
What I want is for the geom_triangles()
layer to automatically provide legend components for the height and width of the triangles, but I am not sure how to do that.
I understand based on this reference that I may need to adjust the draw_key
argument in the ggproto
StatTriangles
object, but I'm not sure how I would do that and can't seem to find examples online of how to do it. I've been looking at the source code in ggplot2
for the draw_key
functions, but I'm not sure how I would introduce multiple legend components (one for each of height and width) in a single draw_key
argument in the StatTriangles
ggproto
.
ANSWER
Answered 2022-Jan-30 at 18:08I think you might be slightly overcomplicating things. Ideally, you'd just want a single key drawing method for the whole layer. However, because you're using a Stat
to do the majority of calculations, this becomes hairy to implement. In my answer, I'm avoiding this.
Let's say I'd want to use a geom-only implementation of such a layer. I can make the following (simplified) class/constructor pair. Below, I haven't bothered width_scale
or height_scale
parameters, just for simplicity.
QUESTION
I feel like there is probably a better way to do this in tidyverse
than a for-loop
. Start with a standard tibble/dataframe, and make a list where the name of the list elements are the unique values of one column (group_by
?) and the list elements are all the values of another column.
ANSWER
Answered 2022-Jan-13 at 17:16We can use split
QUESTION
I have 2 data frames with the same column names, but different numbers of rows. The first data frame (a) looks similar to this:
...ANSWER
Answered 2022-Jan-04 at 03:31I suggest you first replace every NA
values in b
with 0
and then use inner_join
to merge the result with the corresponding Site
values in a
. You could then replace non-NA
values of a
with their corresponding values in b
leaving NA
values in a
intact. In the end we bind the modified data frame with a subset of a
whose Site
values are not present in b
.
QUESTION
Is it possible to relocate
rows in tidyverse
framework like it is possible for columns with dplyr
relocate
?
In this example I would like to relocate row 1 to position 5 (end of dataframe)
My dataframe:
...ANSWER
Answered 2021-Aug-12 at 15:46Maybe this is not so elegant but here is a way:
QUESTION
I have two data frames that look like this:
...ANSWER
Answered 2021-Dec-29 at 20:16It may be faster with a join
QUESTION
I borrowed the R code from the link and produced the following graph:
Using the same idea, I tried with my data as follows:
...ANSWER
Answered 2021-Dec-27 at 22:55You can do calculations within a function for the x and y values to construct the ggplot
which extends the circle all the way round and gives labels correct heights.
I've adapted a function to work with other datasets. This takes a dataset in a tidy format, with:
- a 'year' column
- one row per 'event'
- a grouping variable (such as country)
I've used Nobel laurate data from here as an example dataset to show the function in practice. Data setup:
QUESTION
I am looking for an easy, concise way to use dplyr::select
without rearranging columns.
Consider this dataset:
...ANSWER
Answered 2021-Dec-22 at 21:28We could use match
with sort
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