tidy | Tidy up your data with JavaScript , inspired by dplyr | Data Visualization library
kandi X-RAY | tidy Summary
kandi X-RAY | tidy Summary
Tidy up your data with JavaScript! Inspired by dplyr and the tidyverse, tidy.js attempts to bring the ergonomics of data manipulation from R to javascript (and typescript). The primary goals of the project are:. Secondarily, this project aims to provide acceptable types for the functions provided. Be sure to check out a very similar project, Arquero, from UW Data.
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QUESTION
I am a behavioral ecologist using R. I am trying to count the non-zero elements across several columns. Normally when I do this I have successfully employed colSums with the !=0 operator, as has been suggested in many posts here and elsewhere i.e.(Count the number of non-zero elements of each column).
However in this particular case I would really prefer to using piping - as this is simply one step of building out a much larger data frame- and I cannot seem to get colSums with the !=0 to play nicely with the piping. Is there anyway to get this to work or is there a more elegant alternative to counting non-zero values across columns living in the tidy-verse somewhere?
I have put some example code below to demonstrate. Thanks very much!
'''
...ANSWER
Answered 2022-Mar-17 at 22:43example %>% summarise(across(where(is.numeric), ~sum(. != 0)))
QUESTION
How can I tidy up the following data frame
...ANSWER
Answered 2021-Nov-18 at 18:03We may extract the numbers with str_extract_all
in a list
and unnest
QUESTION
In order to get the accuracy values from a forecast output vs. actual values in long format with many models and id's, I wanted to loop through the data and iteratively reduce the input object by using tail(input_object, -Forecast_horizon).
I would rather prefer some tidy approach to do this, because looping like this seems odd and crude.
...ANSWER
Answered 2022-Feb-28 at 18:43There is no variation across id/model, in terms of .value/test_value, so the output is the same for each iteration. However, presumably your actual data has this variation. Below is an approach that groups by id and model (i.e. 12 groups), and then uses nest()
, map()
, and unnest_wider()
to get your result
QUESTION
I need to select variables dynamically on multiple expressions. Consider the following example:
...ANSWER
Answered 2022-Feb-25 at 19:43You can't just pass in a string. A string is not the same as an expression. One way is to use purrr
and rlang
to build the expression and then inject that into the select
QUESTION
I'm getting an unexpected pattern of NAs from a left join. The data come from this week's Tidy Tuesday.
...ANSWER
Answered 2022-Feb-04 at 01:28I found the issue. On a hunch, I investigated the whitespace.
QUESTION
Say I have a set of columns, named Intercept
, 1
, 2
, 3
in my example, and a set of coefficients, named c0
through c3
.
ANSWER
Answered 2022-Jan-22 at 21:15If the column names are the same, we may loop across
the columns of 'tidyX' and use the column name (cur_column()
) to extract the corresponding column of 'coefs'. But, here the column name is different, so use match
to get the column index, extract ([[
) the column/element (if it is a named vector) from 'coefs' and multiply
QUESTION
I'm trying to compare the behavior of go mod tidy
(and the resulting content of go.sum) to the output of go list -m all
.
Reading the docs, I understand go.sum contains the whole list of dependent modules declared in go.mod and in dependencies' go.mod files, go list -m all
shows the modules really loaded during the execution.
As an example, an application including logrus and prometheus like this:
go.mod
...ANSWER
Answered 2022-Jan-12 at 17:09Yes, it correct to say the modules really "used" by the application are listed by go list -m all
(as per documentation you provided the link of). By "used", it means the package selected at build time for the compilation of the go code of your application.
We had a similar issue with a static analysis tool and we had to change the configuration to use the output of go list -m all
(dumped in a file) instead of go.sum
.
QUESTION
I'm working on code that clang-tidy is flagging all over the place with
...ANSWER
Answered 2022-Jan-08 at 01:32Constructors can have side-effects beyond constructing the new object. The semantics of the two versions could therefore differ.
Even if that is not the case, the compiler might not be able to determine that during compilation. For example if the copy constructor of the foo
type is not defined in the same translation unit and no link-time optimization is used, the compiler wouldn't be able to optimize away the copy, since it might have side-effects that are unknown at compilation time of the current translation unit.
Similarly the loop body might call functions for which the compiler cannot prove that they don't modify foo
, in which case the copy can also not be optimized away.
(This is by the way harder for the compiler to prove than it is for clang-tidy to give you the warning, since even a function taking a const
reference of foo
is technically still allowed to modify it. And even if the foo
object itself is const
-qualified (e.g. const auto
), functions may depend on the address of the foo
object being different than that of the container's foo
object through other program paths.)
Even if everything is visible in the translation unit and the observable behavior doesn't depend on the copy, the operations might be too complex for the compiler to optimize the copy away.
Example:
QUESTION
The following might be a basic programming question for Netlogo. I'd like to write generic reporters that I can supply arguments for what they should report on. Suppose the following program:
...ANSWER
Answered 2021-Dec-20 at 14:29You can use runresult
, provided you are happy to pass the procedure's argument as a string:
QUESTION
I have a dataframe like this
...ANSWER
Answered 2021-Dec-29 at 19:04We may use select
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