tidyverse | Easily install and load packages from the tidyverse | Data Visualization library

 by   tidyverse R Version: v2.0.0 License: Non-SPDX

kandi X-RAY | tidyverse Summary

kandi X-RAY | tidyverse Summary

tidyverse is a R library typically used in Analytics, Data Visualization applications. tidyverse has no bugs, it has no vulnerabilities and it has medium support. However tidyverse has a Non-SPDX License. You can download it from GitHub.

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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              tidyverse has a medium active ecosystem.
              It has 1436 star(s) with 274 fork(s). There are 90 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 4 open issues and 237 have been closed. On average issues are closed in 184 days. There are 2 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of tidyverse is v2.0.0

            kandi-Quality Quality

              tidyverse has 0 bugs and 0 code smells.

            kandi-Security Security

              tidyverse has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              tidyverse code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              tidyverse has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              tidyverse releases are available to install and integrate.
              Installation instructions are not available. Examples and code snippets are available.

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            tidyverse Key Features

            No Key Features are available at this moment for tidyverse.

            tidyverse Examples and Code Snippets

            No Code Snippets are available at this moment for tidyverse.

            Community Discussions

            QUESTION

            How to summarize the top n values across multiple columns row wise?
            Asked 2022-Mar-19 at 23:30

            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 23:25

            QUESTION

            Extracting specific variable names into a single variable
            Asked 2022-Mar-18 at 08:49

            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 10:40

            QUESTION

            Fixing Cluttered Titles on Graphs
            Asked 2022-Mar-07 at 19:08

            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 21:12

            While 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().

            Source https://stackoverflow.com/questions/71244872

            QUESTION

            How to automate legends for a new geom in ggplot2?
            Asked 2022-Jan-30 at 18:08

            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 18:08

            I 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.

            Class

            Source https://stackoverflow.com/questions/70916440

            QUESTION

            Converting grouped tibble to named list
            Asked 2022-Jan-14 at 04:47

            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 17:16

            QUESTION

            How to fill one data frame with data from another while retaining NAs from the first
            Asked 2022-Jan-06 at 06:10

            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 03:31

            I 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.

            Source https://stackoverflow.com/questions/70573246

            QUESTION

            Relocate rows with tidyverse
            Asked 2021-Dec-31 at 06:46

            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 15:46

            Maybe this is not so elegant but here is a way:

            Source https://stackoverflow.com/questions/68760442

            QUESTION

            Count how many times strings from one data frame appear to another data frame in R dplyr
            Asked 2021-Dec-30 at 01:37

            I have two data frames that look like this:

            ...

            ANSWER

            Answered 2021-Dec-29 at 20:16

            It may be faster with a join

            Source https://stackoverflow.com/questions/70524517

            QUESTION

            Succinctly Reproducing the following graph with R and ggplot2
            Asked 2021-Dec-27 at 22:55

            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 22:55

            You 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:

            Source https://stackoverflow.com/questions/70393322

            QUESTION

            `dplyr::select` without reordering columns
            Asked 2021-Dec-27 at 14:16

            I am looking for an easy, concise way to use dplyr::select without rearranging columns.

            Consider this dataset:

            ...

            ANSWER

            Answered 2021-Dec-22 at 21:28

            We could use match with sort

            Source https://stackoverflow.com/questions/70454916

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

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