data.table | R 's data.table package extends data.frame
kandi X-RAY | data.table Summary
kandi X-RAY | data.table Summary
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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Trending Discussions on data.table
QUESTION
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 19:59Data table makes operations easy to do "by group" using the by
argument:
QUESTION
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 17:16Here, 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
QUESTION
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 18:38We 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
QUESTION
i have a data.table :
...ANSWER
Answered 2021-Jun-15 at 10:02I 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
.
QUESTION
I have a data.table with the following info:
...ANSWER
Answered 2021-Jun-15 at 08:40DT[, origin := origin[which.max(count)], by = .(id, year, class)]
QUESTION
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 04:05I 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 :
QUESTION
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 06:35I 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 :
QUESTION
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 03:30The problem seems to be in this line
QUESTION
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 11:10You 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:
QUESTION
Suppose that I have the following data
...ANSWER
Answered 2021-Jun-12 at 22:16Here is one way with tidyverse
- Loop
across
the columns found in theunique
values from 'var' column of 'tbl' - Get the column name of looped column with
cur_column()
to create a logical expression on the 'var' column of 'tbl' ('i1') - Use
match
to get the position index where the column values match with subset of 'cod' column of 'tbl' - Extract the corresponding 'txt' column of 'tbl' from the subset based on 'i1'
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