data.table | R 's data.table package extends data.frame

 by   Rdatatable R Version: 1.14.8 License: MPL-2.0

kandi X-RAY | data.table Summary

kandi X-RAY | data.table Summary

data.table is a R library. data.table has no bugs, it has no vulnerabilities, it has a Weak Copyleft License and it has medium support. You can download it from GitHub, GitLab.

data.table provides a high-performance version of base R's data.frame with syntax and feature enhancements for ease of use, convenience and programming speed.
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              data.table has a medium active ecosystem.
              It has 3305 star(s) with 954 fork(s). There are 171 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1012 open issues and 3062 have been closed. On average issues are closed in 222 days. There are 131 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of data.table is 1.14.8

            kandi-Quality Quality

              data.table has no bugs reported.

            kandi-Security Security

              data.table has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              data.table is licensed under the MPL-2.0 License. This license is Weak Copyleft.
              Weak Copyleft licenses have some restrictions, but you can use them in commercial projects.

            kandi-Reuse Reuse

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

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            data.table Key Features

            No Key Features are available at this moment for data.table.

            data.table Examples and Code Snippets

            No Code Snippets are available at this moment for data.table.

            Community Discussions

            QUESTION

            Divide every value in one column by the largest value based on the values of another column (subject)
            Asked 2021-Jun-15 at 19:59

            I have a data list with a subject column and a size column like the sample data below. For each subject, I need to divide every value in the size column by the largest value so that the range between size values will be 0 - 1.

            Take the sample data below as example, I need to divide every size value for subject 1 by 9 and divide every size value for subject by 8.

            As there are a lot of subjects in my real data, is there any approach that I can do this for each subject automatically?

            ...

            ANSWER

            Answered 2021-Jun-15 at 19:59

            Data table makes operations easy to do "by group" using the by argument:

            Source https://stackoverflow.com/questions/67991575

            QUESTION

            R How to replace elements of a group only when all elements are zero
            Asked 2021-Jun-15 at 17:16

            I have the data.table dt to which I want to add a new column new_col only when all elements in the group are zero.

            ...

            ANSWER

            Answered 2021-Jun-15 at 17:16

            Here, we can use if/else as ifelse requires all arguments to be same length all(a == 0) is of length 1, along with the 'yes' but 'no' is not of length 1, which leads to recycling

            Source https://stackoverflow.com/questions/67990791

            QUESTION

            Function to replace values in data.table using a lookup table
            Asked 2021-Jun-15 at 11:33

            This a follow-up on this question: How to efficiently replace one set of values with another set of values in data.table using a lookup table?

            I want to make a function which takes arbitrary data.table dt, lookup table dtLookup and efficiently replaces (i.e. using data.table in-memory framework) all values in a column col according to lookup table.

            Here's the original code:

            ...

            ANSWER

            Answered 2021-May-19 at 18:38

            We don't need as.name. Object on the lhs of = is not evaluated correctly. Instead, we could use a named vector in on with setNames

            Source https://stackoverflow.com/questions/67608799

            QUESTION

            overwrite information in data.table in R
            Asked 2021-Jun-15 at 10:02

            i have a data.table :

            ...

            ANSWER

            Answered 2021-Jun-15 at 10:02

            I named your first data.table dt_A, the second one dt_B and assume, you identify the entries in dt_B by id, year and class.

            Source https://stackoverflow.com/questions/67983719

            QUESTION

            conditionally changing contents of a columns using max() in data.table in R
            Asked 2021-Jun-15 at 08:43

            I have a data.table with the following info:

            ...

            ANSWER

            Answered 2021-Jun-15 at 08:40
            DT[, origin := origin[which.max(count)], by = .(id, year, class)]
            

            Source https://stackoverflow.com/questions/67982765

            QUESTION

            R Data Table Assign Subset of Rows and Columns with Zero
            Asked 2021-Jun-15 at 07:08

            I'm trying to explode a data table into a time series by populating future time steps with values of zero. The starting data table has the following structure. Values for V1 and V2 can be thought of as values for the first time step.

            ...

            ANSWER

            Answered 2021-Jun-15 at 04:05

            I got an error with that last step, but if you have a more recent version of data.table that behaves differently hten by all means just :

            Source https://stackoverflow.com/questions/67978737

            QUESTION

            Dangers of mixing [tidyverse] and [data.table] syntax in R?
            Asked 2021-Jun-15 at 06:35

            I'm getting some very weird behavior from mixing tidyverse and data.table syntax. For context, I often find myself using tidyverse syntax, and then adding a pipe back to data.table when I need speed vs. when I need code readability. I know Hadley's working on a new package that uses tidyverse syntax with data.table speed, but from what I see, it's still in it's nascent phases, so I haven't been using it.

            Anyone care to explain what's going on here? This is very scary for me, as I've probably done these thousands of times without thinking.

            ...

            ANSWER

            Answered 2021-Jun-15 at 06:35

            I came across the same problem on a few occasions, which led me to avoid mixing dplyr with data.table syntax, as I didn't take the time to find out the reason. So thanks for providing a MRE.

            Looks like dplyr::arrange is interfering with data.table auto-indexing :

            • index will be used when subsetting dataset with == or %in% on a single variable
            • by default if index for a variable is not present on filtering, it is automatically created and used
            • indexes are lost if you change the order of data
            • you can check if you are using index with options(datatable.verbose=TRUE)

            If we explicitely set auto-indexing :

            Source https://stackoverflow.com/questions/67940098

            QUESTION

            Line number of error is missing in R shiny app error message
            Asked 2021-Jun-14 at 15:09

            I get this most common error message in shiny app. I am well aware of this error and have resolved it dozens of time. But this time I am stumped.

            ...

            ANSWER

            Answered 2021-Apr-23 at 03:30

            The problem seems to be in this line

            Source https://stackoverflow.com/questions/67219572

            QUESTION

            Django Ajax: response renders in another page not same page
            Asked 2021-Jun-13 at 11:10

            I'm having app that using ajax to submit model form.

            ISSUE: the submit works fine and edit the database. but the response renders in manage_user("users/manage" in another wod), not the same page I'm working on "users/"

            in urls.py:

            ...

            ANSWER

            Answered 2021-Jun-13 at 11:10

            You are not preventing the form from being submitted in your function. You do write return false; but that won't work here as that needs to be done in a fashion like below where somefunction will return false:

            Source https://stackoverflow.com/questions/67898958

            QUESTION

            Lookup multiple column from a single table
            Asked 2021-Jun-13 at 04:04

            Suppose that I have the following data

            ...

            ANSWER

            Answered 2021-Jun-12 at 22:16

            Here is one way with tidyverse

            1. Loop across the columns found in the unique values from 'var' column of 'tbl'
            2. Get the column name of looped column with cur_column() to create a logical expression on the 'var' column of 'tbl' ('i1')
            3. Use match to get the position index where the column values match with subset of 'cod' column of 'tbl'
            4. Extract the corresponding 'txt' column of 'tbl' from the subset based on 'i1'

            Source https://stackoverflow.com/questions/67953198

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

            Vulnerabilities

            No vulnerabilities reported

            Install data.table

            See the Installation wiki for more details.
            Introduction to data.table vignette
            Getting started wiki page
            Examples produced by example(data.table)

            Support

            data.table is widely used by the R community. It is being directly used by hundreds of CRAN and Bioconductor packages, and indirectly by thousands. It is one of the top most starred R packages on GitHub, and was highly rated by the Depsy project. If you need help, the data.table community is active on StackOverflow.
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