Sometimes you want to quickly compute and visualize frequencies for all categorical variables in the data.
The {inspect_cat} function from {inspectdf} 📦 does so, while labeling most frequent levels and highlighting missing data! 📊
https://t.co/loDxpvrDGP
#rstats#DataScience
If you are starting a new semester with "An Introduction to Statistical Learning" and want to pick up #tidymodels at the same time, then you are in luck✨
I have compiled (mostly complete) labs using tidymodels for all of you to use and teach with
https://t.co/BzPaGBI052 #rstats
The first important step of a data analysis workflow is to make sure that everything about your data “makes sense”.
The {diagnose} function from {dlookr} 📦 provides a detailed data diagnosis report that makes this step easy! 🔍
https://t.co/UoUEdrfUTU
#rstats#DataScience
@hadleywickham@ryderdavid It isn't correct. In fact, it's more complicated:
1 cows, 21, 31, 41..: В поле {n} корова
2-4, 22-24, 32-34...: В поле {n} коровы
5-19 and everything else: В поле {n} коров
If the data to be wrangled is highly non-rectangular, you may wish to melt it down first and then wrangle it further.
The {melt_*} function family from {meltr} 📦 allows you to do this ♨��
https://t.co/gYmWI1xIQA
#rstats #DataScience
Although often you can write data to a single CSV file, sometimes you may need to write several datasets to multiple Excel spreadsheets.
The {write_xlsx} function from {writexl} 📦 provides an easy syntax to do so! 📝
https://t.co/EsBmWyupeB
#rstats#DataScience
Often we may wish to compute descriptive and inferential statistics by giving different weights across data points.
The {weighted_*} function family from {sjstats} 📦 provides familiar syntax to carry out weighted analysis 🏋️
https://t.co/x9Ng6317As
#rstats#DataScience
Sometimes you may wish to customize how {ggplot2} axes are drawn (e.g. adding brackets).
The {coord_flex_*} function family from {lemon} 📦 supports such customizations 🍋
https://t.co/DNHBbSx5Io
#rstats#DataScience
Вчера написал тред об американской выставке 1959 года в Москве (почитайте), а сегодня узнал о книге американской писательницы Кей Томпсон того же года, в которой девочка Элоиза путешествует по Москве. Иллюстрации прекрасные, ��собенно страница со списком станций метро.
Even if you know markdown syntax well, sometimes you may wish to generate it algorithmically.
The {md_} function family from {gluedown} 📦 can be of help here 🤖
https://t.co/VXXO0Ce3Mu
#rstats#DataScience
If you use {dplyr} and {tidyr} 📦s to wrangle data, you may wish to see some feedback about what different operations did, especially in long piped chains.
The {tidylog} 📦 functions do exactly this 📝
https://t.co/MfpoUZoBRQ
#rstats#DataScience