Update 03-dplyr.Rmd

Added information on the native R pipe, since only the Magritte pipe was shown here. A brief introduction to the native pipe and a link to more details on the comparison between the pipes were added.

episodes/03-dplyr.Rmd

@@ -202,17 +202,21 @@ selecting).
 
 The last option, *pipes*, are a recent addition to R. Pipes let you take the
 output of one function and send it directly to the next, which is useful when
-you need to do many things to the same dataset. Pipes in R look like `%>%` and
-are made available via the **`magrittr`** package, installed automatically with
-**`dplyr`**. If you use RStudio, you can type the pipe with:
+you need to do many things to the same dataset. There are two Pipes in R: 1) `%>%` (called magrittr pipe; made available via the **`magrittr`** package, installed automatically with
+**`dplyr`**) or 2) `|>` (called native R pipe and it comes preinstalled with R v4.1.0 onwards). Both the pipes are, by and large, function similarly with a few differences (For more information, check: https://www.tidyverse.org/blog/2023/04/base-vs-magrittr-pipe/). The choice of which pipe to be used can be changed in the Global settings in R studio and once that is done, you can type the pipe with:
 
 - <kbd>Ctrl</kbd> + <kbd>Shift</kbd> + <kbd>M</kbd> if you have a PC or <kbd>Cmd</kbd> +
   <kbd>Shift</kbd> + <kbd>M</kbd> if you have a Mac.
 
 ```{r, purl=FALSE}
+# the following example is run using magrittr pipe but the output will be same with the native pipe
 interviews %>%
     filter(village == "Chirodzo") %>%
     select(village:respondent_wall_type)
+
+#interviews |>
+#   filter(village == "Chirodzo") |>
+#   select(village:respondent_wall_type)
 ```
 
 In the above code, we use the pipe to send the `interviews` dataset first