Plotting Heart Rate Change Over Time

[nviet]

I'm trying to figure out a way to plot heart rate data over time using a line graph or something. In the photos I just have a snip-it of entire data frame 0-30, just to figure out a way to do it. The problem is each one of my time variables is its own variable (0,1,2,3, etc) As you can see, I tried pivoting the data but that not helping much either. I attached a very basic sketch of what I'm trying to achieve here. Any help would be greatly appreciated.

I attached the data to the link below

http://localhost:27736/session/gaudy-geese_reprex_preview.html

[andresrcs]

Screenshots are not very useful, Can you please share a small part of the data set in a copy-paste friendly format?

In case you don't know how to do it, there are many options, which include:

1. If you have stored the data set in some R object, dput function is very handy.

2. In case the data set is in a spreadsheet, check out the datapasta package. Take a look at this link.

Ideally, to help us help you, you should prepare a reproducible example (reprex) illustrating your issue. Please have a look at this guide, to see how to create one:

FAQ: How to do a minimal reproducible example ( reprex ) for beginners

A minimal reproducible example consists of the following items: A minimal dataset, necessary to reproduce the issue The minimal runnable code necessary to reproduce the issue, which can be run on the given dataset, and including the necessary information on the used packages. Let's quickly go over each one of these with examples: Minimal Dataset (Sample Data) You need to provide a data frame that is small enough to be (reasonably) pasted on a post, but big enough to reproduce your issue. Let's say, as an example, that you are working with the iris data frame head(iris) #> Sepal.Length Sepal.Width Petal.Length Petal.Width Species #> 1 5.1 3.5 1.4 0.…

[nviet]

http://localhost:27736/session/gaudy-geese_reprex_preview.html

[andresrcs]

That link only works in your own computer other people can't see it.

Please follow advice and share some sample data in a copy paste friendly format.

[nviet]

heartrate <- tibble::tribble(
                       ~V1,  ~V2,  ~V3,  ~V4,  ~V5,  ~V6,  ~V7,  ~V8,  ~V9, ~V10, ~V11, ~V12,
               "ID Number",   0L,   1L,   2L,   3L,   4L,   5L,   6L,   7L,   8L,   9L,  10L,
                   "CD-01",  66L,  66L,  64L,  64L,  58L,  58L,  58L,  57L,  56L,  56L,  57L,
                   "SS-02",  85L,  84L,  83L,  81L,  80L,  79L,  78L,  78L,  79L,  80L,  80L,
                   "CD-03", 103L, 103L, 103L, 103L, 103L, 103L, 103L, 103L, 103L, 103L, 103L,
                   "CD-04", 115L, 115L, 114L, 114L, 114L, 114L, 112L, 111L, 110L, 109L, 109L,
                  "SS-101",  63L,  63L,  63L,  63L,  77L,  78L,  80L,  77L,  76L,  67L,  67L,
                   "CD-05",  84L,  63L,  62L,  62L,  63L,  58L,  58L,  54L,  62L,  66L,  66L,
                  "SS-102",  49L,  48L,  46L,  46L,  45L,  46L,  45L,  45L,  45L,  45L,  46L,
                  "CD-103",  70L,  69L,  68L,  68L,  69L,  69L,  69L,  69L,  68L,  69L,  70L,
                   "CD-06",  83L,  84L,  84L,  84L,  84L,  84L,  82L,  82L,  82L,  82L,  81L,
                   "SS-08",  79L,  78L,  67L,  67L,  68L,  62L,  62L,  62L,  63L,  72L,  72L,
                   "CD-09", 240L, 202L, 141L, 106L,  89L,  74L,  71L,  71L,  71L,  72L,  74L,
                   "SS-10",  78L,  78L,  77L,  76L,  75L,  75L,  75L,  75L,  76L,  76L,  76L,
                  "CD-105",  66L,  66L,  66L,  66L,  66L,  66L,  67L,  67L,  67L,  67L,  68L,
                   "CD-11",  66L,  66L,  76L,  76L,  76L,  77L,  75L,  75L,  75L,  75L,  76L
               )
head(heartrate)

[nviet]

Does that work? The "L" isn't supposed to be there but I think it will automatically be removed when you run it

[andresrcs]

@nviet

The "L" isn't supposed to be there but I think it will automatically be removed when you run it

The L means that they are integers

This is how to do the plot you are describing

library(tidyverse)

# Sample data in a copy/paste friendly format
heartrate <- data.frame(
  stringsAsFactors = FALSE,
       check.names = FALSE,
       `ID Number` = c("CD-01","SS-02","CD-03",
                       "CD-04","SS-101","CD-05","SS-102","CD-103","CD-06",
                       "SS-08","CD-09","SS-10","CD-105","CD-11"),
               `0` = c(66L,85L,103L,115L,63L,84L,
                       49L,70L,83L,79L,240L,78L,66L,66L),
               `1` = c(66L,84L,103L,115L,63L,63L,
                       48L,69L,84L,78L,202L,78L,66L,66L),
               `2` = c(64L,83L,103L,114L,63L,62L,
                       46L,68L,84L,67L,141L,77L,66L,76L),
               `3` = c(64L,81L,103L,114L,63L,62L,
                       46L,68L,84L,67L,106L,76L,66L,76L),
               `4` = c(58L,80L,103L,114L,77L,63L,
                       45L,69L,84L,68L,89L,75L,66L,76L),
               `5` = c(58L,79L,103L,114L,78L,58L,
                       46L,69L,84L,62L,74L,75L,66L,77L),
               `6` = c(58L,78L,103L,112L,80L,58L,
                       45L,69L,82L,62L,71L,75L,67L,75L),
               `7` = c(57L,78L,103L,111L,77L,54L,
                       45L,69L,82L,62L,71L,75L,67L,75L),
               `8` = c(56L,79L,103L,110L,76L,62L,
                       45L,68L,82L,63L,71L,76L,67L,75L),
               `9` = c(56L,80L,103L,109L,67L,66L,
                       45L,69L,82L,72L,72L,76L,67L,75L),
              `10` = c(57L,80L,103L,109L,67L,66L,
                       46L,70L,81L,72L,74L,76L,68L,76L)
)

# Relevant code
heartrate %>% 
    pivot_longer(cols = -`ID Number`, names_to = "time", values_to = "HR") %>% 
    mutate(time = as.numeric(time)) %>% 
    ggplot(aes(x = time, y = HR, linetype = `ID Number`)) +
    geom_line()

^{Created on 2021-09-04 by the reprex package (v2.0.1)}

[nviet]

You are the goat. Thank you. I'm going to mess with this over the next couple days. I might have a question or two. Thanks again.