tidy | Tidy up your data with JavaScript , inspired by dplyr | Data Visualization library

 by   pbeshai TypeScript Version: @tidyjs/tidy@2.5.1 License: MIT

kandi X-RAY | tidy Summary

kandi X-RAY | tidy Summary

tidy is a TypeScript library typically used in Analytics, Data Visualization applications. tidy has no bugs, it has a Permissive License and it has low support. However tidy has 4 vulnerabilities. You can download it from GitHub.

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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            kandi-support Support

              tidy has a low active ecosystem.
              It has 663 star(s) with 21 fork(s). There are 12 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 8 open issues and 19 have been closed. On average issues are closed in 36 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of tidy is @tidyjs/tidy@2.5.1

            kandi-Quality Quality

              tidy has 0 bugs and 0 code smells.

            kandi-Security Security

              tidy has 4 vulnerability issues reported (0 critical, 2 high, 2 medium, 0 low).
              tidy code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              tidy is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              tidy releases are not available. You will need to build from source code and install.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

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            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of tidy
            Get all kandi verified functions for this library.

            tidy Key Features

            No Key Features are available at this moment for tidy.

            tidy Examples and Code Snippets

            No Code Snippets are available at this moment for tidy.

            Community Discussions

            QUESTION

            Count the number of non-zero elements of each column- Piping Friendly
            Asked 2022-Mar-18 at 05:44

            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 22:43

            example %>% summarise(across(where(is.numeric), ~sum(. != 0)))

            Source https://stackoverflow.com/questions/71519816

            QUESTION

            Tidying arrays of numbers in R data frame
            Asked 2022-Mar-07 at 08:05

            How can I tidy up the following data frame

            ...

            ANSWER

            Answered 2021-Nov-18 at 18:03

            We may extract the numbers with str_extract_all in a list and unnest

            Source https://stackoverflow.com/questions/70024556

            QUESTION

            Loop output to list. Is there an elegant alternative?
            Asked 2022-Feb-28 at 19:19

            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 18:43

            There 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

            Source https://stackoverflow.com/questions/71299225

            QUESTION

            How to use dynamic tidy-select expressions in dplyr::select()?
            Asked 2022-Feb-25 at 20:30

            I need to select variables dynamically on multiple expressions. Consider the following example:

            ...

            ANSWER

            Answered 2022-Feb-25 at 19:43

            You 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

            Source https://stackoverflow.com/questions/71270868

            QUESTION

            left_join produces NAs when key has spaces
            Asked 2022-Feb-04 at 01:28

            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 01:28

            I found the issue. On a hunch, I investigated the whitespace.

            Source https://stackoverflow.com/questions/70980101

            QUESTION

            What is the tidy equivalent of using `sweep` across rows?
            Asked 2022-Jan-22 at 21:18

            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 21:15

            If 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

            Source https://stackoverflow.com/questions/70817134

            QUESTION

            Content of go.sum and modules really used by a go application
            Asked 2022-Jan-12 at 17:09

            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 17:09

            Yes, 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.

            Source https://stackoverflow.com/questions/70128040

            QUESTION

            clang-tidy: `Loop variable is copied but only used as const reference; consider making it a const reference` - does it really matter?
            Asked 2022-Jan-08 at 01:32

            I'm working on code that clang-tidy is flagging all over the place with

            ...

            ANSWER

            Answered 2022-Jan-08 at 01:32

            Constructors 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:

            Source https://stackoverflow.com/questions/70628471

            QUESTION

            Supply argument to reporter
            Asked 2022-Jan-05 at 17:39

            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 14:29

            You can use runresult, provided you are happy to pass the procedure's argument as a string:

            Source https://stackoverflow.com/questions/70420783

            QUESTION

            R - identify cols that contain any of a values set
            Asked 2021-Dec-29 at 19:46

            I have a dataframe like this

            ...

            ANSWER

            Answered 2021-Dec-29 at 19:04

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install tidy

            To start using tidy, your best bet is to install from npm:.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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