Sheet1 XpositionYpositionZpositionTime StepID 142.76998.647101.811001110 169.472203.963103.32611002112 261.373191.473106.18111003113 102.487259.923107.06611004114...

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Make the following coding shorter from 109 lines to 60 lines or less by using for loop. Do not copy and paste the same codings in one line. Use for loop from the beginning to the end.


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Answered 1 days AfterMar 30, 2022

Answer To: Sheet1 XpositionYpositionZpositionTime StepID 142.76998.647101.811001110...

Mohd answered on Apr 01 2022
94 Votes
-
-
Diego
4/01/2022
Importing dataset
library(readxl)
library(magrittr)
library(dplyr)
##
## 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
library(ggplot2)
library(rmarkdown)
matrix2highcollagenconcentration <- read_excel("New folder (2)/matrix2highcollagenconcentration.xlsx")
## New names:
## * `` -> ...6
matrix1lowcollagenconcentration <- read_excel("New folder (2)/matrix1lowcollagenconcentration.xlsx")
1. How many cancer cells were analyzed in each matrix? Write a program to answer this question.
cases_low<-matrix1lowcollagenconcentration%>%
count(ID)
dim(cases_low)
## [1] 247 2
cases_high<-matrix2highcollagenconcentration%>%
count(ID)
dim(cases_high)
## [1] 219 2
247 cancer cells were analyzed in Low collegne level matrix. 219 cancer cells were analyzed in high collegne level matrix.
max(matrix1lowcollagenconcentration$`Time Step`)
## [1] 18
max(matrix2highcollagenconcentration$`Time Step`)
## [1] 24
1. How many cells have a full track of migration? Write a program to answer this question.
matrix1lowcollagenconcentration%>%
filter(`Time Step`==18)
## # A tibble: 231 x 5
## Xposition Yposition Zposition `Time Step` ID
##
## 1 489. 234. 168. 18 1021
## 2 481. 303. 169. 18 1012
## 3 609. 308. 169. 18 1011
## 4 827. 249. 170. 18 1044
## 5 743. 262. 169. 18 1014
## 6 146. 561. 154. 18 1017
## 7 112. 553. 168. 18 1018
## 8 630. 481. 142. 18 1037
## 9 469. 478. ...
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