R Markdown

This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.

When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:

library(dplyr)
## Warning: package 'dplyr' was built under R version 4.3.2
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
path_bike_orderlines <- "C:/Users/Badamkhand/Downloads/bike_orderlines (1) (1).rds"
bike_orderlines_tbl <- readRDS(path_bike_orderlines)

grouped_data <- bike_orderlines_tbl %>%
  group_by(bikeshop_name) %>%
  summarise(total_quantity = sum(quantity), count = n()) %>%
  mutate(percentage = (total_quantity / sum(total_quantity)) * 100)

print(grouped_data)
## # A tibble: 30 × 4
##    bikeshop_name            total_quantity count percentage
##    <chr>                             <dbl> <int>      <dbl>
##  1 Albuquerque Cycles                  286   207       1.42
##  2 Ann Arbor Speed                     602   461       2.98
##  3 Austin Cruisers                     246   192       1.22
##  4 Cincinnati Speed                    391   298       1.94
##  5 Columbus Race Equipment             394   296       1.95
##  6 Dallas Cycles                       234   182       1.16
##  7 Denver Bike Shop                   2301  1801      11.4 
##  8 Detroit Cycles                      504   373       2.50
##  9 Indianapolis Velocipedes            319   231       1.58
## 10 Ithaca Mountain Climbers           1264   975       6.27
## # ℹ 20 more rows

Including Plots

You can also embed plots, for example:

Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.