From c2b281aeda8a5b89329bfedb86480089dd1359e9 Mon Sep 17 00:00:00 2001 From: "Alexis R. Santos-Lozada" Date: Sun, 6 Aug 2023 20:50:36 -0400 Subject: [PATCH 1/8] Add files via upload --- PA1_template.Rmd | 109 +++++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 100 insertions(+), 9 deletions(-) diff --git a/PA1_template.Rmd b/PA1_template.Rmd index d5cc677c93d..996891a71e4 100644 --- a/PA1_template.Rmd +++ b/PA1_template.Rmd @@ -1,25 +1,116 @@ --- -title: "Reproducible Research: Peer Assessment 1" -output: - html_document: - keep_md: true +title: "Reproducible Research" +author: "Alexis R. Santos" +date: "7/25/2023" +output: + word_document: default + pdf_document: default + html_document: default --- +#```{r setup, include=FALSE} +#knitr::opts_chunk$set(echo = TRUE) +#``` -## Loading and preprocessing the data +# Reading the data into R. +In this data section I read the data from the shared folder. +```{r Reading the data, echo=TRUE} +library(tidyverse) #Need for the Pipes I will use in next step. +options(digits=0) #Shows full numbers +options(scipen=999) #Removes scientific notation +activity <- read.csv("~/Reproducible Research/week2/activity.csv") +``` -## What is mean total number of steps taken per day? +## Histogram of number of steps +Here, I do an histogram of the number of steps taken each day. +```{r steps per day, echo=TRUE} +data<- activity %>% + group_by(date) %>% + summarize(Steps_per_day=sum(steps)) -## What is the average daily activity pattern? +hist(data$Steps_per_day) +``` +# What is the mean and median number of steps taken each day? NA.RM ignores the missings +```{r descriptives,echo=TRUE} +mean<-mean(data$Steps_per_day,na.rm=TRUE) +median<-median(data$Steps_per_day,na.rm=TRUE) +``` +The mean number of steps is `r mean` and the median is `r median`. -## Imputing missing values +#What is the average daily activity pattern? +To study this, I will make a time series plot of the 5-minute interval (x-axis) and the average number of steps taken, averaged across all days (y-axis). For this, I aggregate the data per interval. +```{r steps per interval, echo=TRUE} +data2<- activity %>% + group_by(interval) %>% + summarize(Steps_per_interval=mean(steps,na.rm=TRUE)) +plot(data2$interval,data2$Steps_per_interval,type="l") -## Are there differences in activity patterns between weekdays and weekends? +max<-max(data2$Steps_per_interval) + +max2<-subset(data2,(data2$Steps_per_interval)==max) +``` + +Interval `r max2$interval` is the one with the maximum or higher number of steps. The total number of steps is `r max2$Steps_per_interval`. + +#Imputing missing values +```{r determine missing, echo=TRUE} +activity$missing<-ifelse(is.na(activity$steps)==TRUE,1,0) + +data3<-activity %>% + summarize(Missing=sum(missing)) + +total_missing<-data3$Missing + +rm(data3) +``` + +The total number of observation with a missing value is `r total_missing`. + +```{r mean imputation, echo=TRUE} +#Here I create a new dataset to avoid overwriting the old one +activity2<-activity + +mean_steps<-mean(activity2$steps,na.rm=TRUE) + +activity2$steps_imp<-ifelse(is.na(activity2$steps)==FALSE,activity2$steps,mean_steps) +``` + +Now, I create the new dataset per day, but using the imputed data. + +```{r steps per day with imputed data, echo=TRUE} +data_imp<- activity2 %>% + group_by(date) %>% + summarize(Steps_per_day_imp=sum(steps_imp)) + +hist(data_imp$Steps_per_day_imp) +``` + +#Are there differences by weekday and weekend? + +```{r aggregate by weekend or not with imputed data, echo=TRUE} +activity3<-activity2 +activity3$date_new <- as.Date(activity3$date) +activity3$day<-weekdays(activity3$date_new) + +activity3$weekend<-ifelse(activity3$day=="Saturday","Weekend", + ifelse(activity3$day=="Sunday","Weekend","Weekday")) +``` + +```{r plot by weekday and interval, echo=TRUE} +library(lattice) +weekday_series<- activity3 %>% + group_by(weekend,interval) %>% + summarize(Steps_per_int_imp=mean(steps_imp)) + +xyplot(Steps_per_int_imp ~ interval | weekend, + data = weekday_series, + type = "l") +``` From 99c04e5f235478a47f07eb395c1e3662d852951a Mon Sep 17 00:00:00 2001 From: "Alexis R. Santos-Lozada" Date: Sun, 6 Aug 2023 21:07:23 -0400 Subject: [PATCH 2/8] Push --- PA1_template.Rmd | 38 +- PA1_template.html | 503 ++++++++++++++++++ PA1_template.md | 173 ++++++ .../steps per day with imputed data-1.png | Bin 0 -> 8944 bytes .../figure-html/steps per day-1.png | Bin 0 -> 8383 bytes .../figure-html/unnamed-chunk-3-1.png | Bin 0 -> 15915 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 0 -> 34047 bytes 7 files changed, 692 insertions(+), 22 deletions(-) create mode 100644 PA1_template.html create mode 100644 PA1_template.md create mode 100644 PA1_template_files/figure-html/steps per day with imputed data-1.png create mode 100644 PA1_template_files/figure-html/steps per day-1.png create mode 100644 PA1_template_files/figure-html/unnamed-chunk-3-1.png create mode 100644 PA1_template_files/figure-html/unnamed-chunk-6-1.png diff --git a/PA1_template.Rmd b/PA1_template.Rmd index 996891a71e4..809866979c1 100644 --- a/PA1_template.Rmd +++ b/PA1_template.Rmd @@ -1,30 +1,24 @@ --- -title: "Reproducible Research" -author: "Alexis R. Santos" -date: "7/25/2023" -output: - word_document: default - pdf_document: default - html_document: default +title: "Reproducible Research: Peer Assessment 1" +output: + html_document: + keep_md: true --- -#```{r setup, include=FALSE} -#knitr::opts_chunk$set(echo = TRUE) -#``` -# Reading the data into R. +## Loading and preprocessing the data In this data section I read the data from the shared folder. -```{r Reading the data, echo=TRUE} +```{r , echo=TRUE} library(tidyverse) #Need for the Pipes I will use in next step. +library(knitr) options(digits=0) #Shows full numbers options(scipen=999) #Removes scientific notation activity <- read.csv("~/Reproducible Research/week2/activity.csv") ``` -## Histogram of number of steps - +### Histogram of number of steps Here, I do an histogram of the number of steps taken each day. ```{r steps per day, echo=TRUE} @@ -35,8 +29,9 @@ data<- activity %>% hist(data$Steps_per_day) ``` -# What is the mean and median number of steps taken each day? NA.RM ignores the missings -```{r descriptives,echo=TRUE} +# What is the mean and median number of steps taken each day? +As instructed, I use NA.RM to ignore the missings. +```{r ,echo=TRUE} mean<-mean(data$Steps_per_day,na.rm=TRUE) median<-median(data$Steps_per_day,na.rm=TRUE) ``` @@ -46,7 +41,7 @@ The mean number of steps is `r mean` and the median is `r median`. #What is the average daily activity pattern? To study this, I will make a time series plot of the 5-minute interval (x-axis) and the average number of steps taken, averaged across all days (y-axis). For this, I aggregate the data per interval. -```{r steps per interval, echo=TRUE} +```{r , echo=TRUE} data2<- activity %>% group_by(interval) %>% summarize(Steps_per_interval=mean(steps,na.rm=TRUE)) @@ -74,7 +69,7 @@ rm(data3) The total number of observation with a missing value is `r total_missing`. -```{r mean imputation, echo=TRUE} +```{r , echo=TRUE} #Here I create a new dataset to avoid overwriting the old one activity2<-activity @@ -93,9 +88,8 @@ data_imp<- activity2 %>% hist(data_imp$Steps_per_day_imp) ``` -#Are there differences by weekday and weekend? - -```{r aggregate by weekend or not with imputed data, echo=TRUE} +## Are there differences in activity patterns between weekdays and weekends? +```{r , echo=TRUE} activity3<-activity2 activity3$date_new <- as.Date(activity3$date) activity3$day<-weekdays(activity3$date_new) @@ -104,7 +98,7 @@ activity3$weekend<-ifelse(activity3$day=="Saturday","Weekend", ifelse(activity3$day=="Sunday","Weekend","Weekday")) ``` -```{r plot by weekday and interval, echo=TRUE} +```{r, echo=TRUE} library(lattice) weekday_series<- activity3 %>% group_by(weekend,interval) %>% diff --git a/PA1_template.html b/PA1_template.html new file mode 100644 index 00000000000..f177f56c4e4 --- /dev/null +++ b/PA1_template.html @@ -0,0 +1,503 @@ + + + + + + + + + + + + + +Reproducible Research: Peer Assessment 1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + +
+

Loading and preprocessing the data

+

In this data section I read the data from the shared folder.

+
library(tidyverse) #Need for the Pipes I will use in next step.
+
## ── Attaching packages ───────────────────────────────────────────────────────────────────────────────── tidyverse 1.3.0 ──
+
## ✓ ggplot2 3.3.1     ✓ purrr   0.3.4
+## ✓ tibble  3.0.1     ✓ dplyr   1.0.0
+## ✓ tidyr   1.1.0     ✓ stringr 1.4.0
+## ✓ readr   1.3.1     ✓ forcats 0.5.0
+
## ── Conflicts ──────────────────────────────────────────────────────────────────────────────────── tidyverse_conflicts() ──
+## x dplyr::filter() masks stats::filter()
+## x dplyr::lag()    masks stats::lag()
+
library(knitr)
+options(digits=0) #Shows full numbers
+options(scipen=999) #Removes scientific notation
+
+activity <- read.csv("~/Reproducible Research/week2/activity.csv")
+
+

Histogram of number of steps

+

Here, I do an histogram of the number of steps taken each day.

+
data<- activity %>% 
+    group_by(date) %>% 
+    summarize(Steps_per_day=sum(steps))
+
## `summarise()` ungrouping output (override with `.groups` argument)
+
hist(data$Steps_per_day)
+

+
+
+
+

What is the mean and median number of steps taken each day?

+

As instructed, I use NA.RM to ignore the missings.

+
mean<-mean(data$Steps_per_day,na.rm=TRUE)
+median<-median(data$Steps_per_day,na.rm=TRUE)
+

The mean number of steps is 10766 and the median is 10765.

+

#What is the average daily activity pattern? To study this, I will make a time series plot of the 5-minute interval (x-axis) and the average number of steps taken, averaged across all days (y-axis). For this, I aggregate the data per interval.

+
data2<- activity %>% 
+    group_by(interval) %>% 
+    summarize(Steps_per_interval=mean(steps,na.rm=TRUE))
+
## `summarise()` ungrouping output (override with `.groups` argument)
+
plot(data2$interval,data2$Steps_per_interval,type="l")
+

+
max<-max(data2$Steps_per_interval)
+
+max2<-subset(data2,(data2$Steps_per_interval)==max)
+

Interval 835 is the one with the maximum or higher number of steps. The total number of steps is 206.

+

#Imputing missing values

+
activity$missing<-ifelse(is.na(activity$steps)==TRUE,1,0)
+
+data3<-activity %>% 
+       summarize(Missing=sum(missing))
+
+total_missing<-data3$Missing
+
+rm(data3)
+

The total number of observation with a missing value is 2304.

+
#Here I create a new dataset to avoid overwriting the old one
+activity2<-activity
+
+mean_steps<-mean(activity2$steps,na.rm=TRUE)
+
+activity2$steps_imp<-ifelse(is.na(activity2$steps)==FALSE,activity2$steps,mean_steps)
+

Now, I create the new dataset per day, but using the imputed data.

+
data_imp<- activity2 %>% 
+    group_by(date) %>% 
+    summarize(Steps_per_day_imp=sum(steps_imp))
+
## `summarise()` ungrouping output (override with `.groups` argument)
+
hist(data_imp$Steps_per_day_imp)
+

+
+

Are there differences in activity patterns between weekdays and weekends?

+
activity3<-activity2
+activity3$date_new <- as.Date(activity3$date)
+activity3$day<-weekdays(activity3$date_new)
+
+activity3$weekend<-ifelse(activity3$day=="Saturday","Weekend",
+                  ifelse(activity3$day=="Sunday","Weekend","Weekday"))
+
library(lattice)
+weekday_series<- activity3 %>% 
+    group_by(weekend,interval) %>% 
+    summarize(Steps_per_int_imp=mean(steps_imp))
+
## `summarise()` regrouping output by 'weekend' (override with `.groups` argument)
+
xyplot(Steps_per_int_imp ~ interval | weekend,
+       data = weekday_series,
+       type = "l")
+

+
+
+ + + + +
+ + + + + + + + + + + + + + + diff --git a/PA1_template.md b/PA1_template.md new file mode 100644 index 00000000000..12d25ea2e69 --- /dev/null +++ b/PA1_template.md @@ -0,0 +1,173 @@ +--- +title: "Reproducible Research: Peer Assessment 1" +output: + html_document: + keep_md: true +--- + + +## Loading and preprocessing the data +In this data section I read the data from the shared folder. + + +```r +library(tidyverse) #Need for the Pipes I will use in next step. +``` + +``` +## ── Attaching packages ───────────────────────────────────────────────────────────────────────────────── tidyverse 1.3.0 ── +``` + +``` +## ✓ ggplot2 3.3.1 ✓ purrr 0.3.4 +## ✓ tibble 3.0.1 ✓ dplyr 1.0.0 +## ✓ tidyr 1.1.0 ✓ stringr 1.4.0 +## ✓ readr 1.3.1 ✓ forcats 0.5.0 +``` + +``` +## ── Conflicts ──────────────────────────────────────────────────────────────────────────────────── tidyverse_conflicts() ── +## x dplyr::filter() masks stats::filter() +## x dplyr::lag() masks stats::lag() +``` + +```r +library(knitr) +options(digits=0) #Shows full numbers +options(scipen=999) #Removes scientific notation + +activity <- read.csv("~/Reproducible Research/week2/activity.csv") +``` + +### Histogram of number of steps +Here, I do an histogram of the number of steps taken each day. + + +```r +data<- activity %>% + group_by(date) %>% + summarize(Steps_per_day=sum(steps)) +``` + +``` +## `summarise()` ungrouping output (override with `.groups` argument) +``` + +```r +hist(data$Steps_per_day) +``` + +![](PA1_template_files/figure-html/steps per day-1.png) + +# What is the mean and median number of steps taken each day? +As instructed, I use NA.RM to ignore the missings. + +```r +mean<-mean(data$Steps_per_day,na.rm=TRUE) +median<-median(data$Steps_per_day,na.rm=TRUE) +``` + +The mean number of steps is 10766 and the median is 10765. + +#What is the average daily activity pattern? +To study this, I will make a time series plot of the 5-minute interval (x-axis) and the average number of steps taken, averaged across all days (y-axis). For this, I aggregate the data per interval. + + +```r +data2<- activity %>% + group_by(interval) %>% + summarize(Steps_per_interval=mean(steps,na.rm=TRUE)) +``` + +``` +## `summarise()` ungrouping output (override with `.groups` argument) +``` + +```r +plot(data2$interval,data2$Steps_per_interval,type="l") +``` + +![](PA1_template_files/figure-html/unnamed-chunk-3-1.png) + +```r +max<-max(data2$Steps_per_interval) + +max2<-subset(data2,(data2$Steps_per_interval)==max) +``` + +Interval 835 is the one with the maximum or higher number of steps. The total number of steps is 206. + +#Imputing missing values + +```r +activity$missing<-ifelse(is.na(activity$steps)==TRUE,1,0) + +data3<-activity %>% + summarize(Missing=sum(missing)) + +total_missing<-data3$Missing + +rm(data3) +``` + +The total number of observation with a missing value is 2304. + + +```r +#Here I create a new dataset to avoid overwriting the old one +activity2<-activity + +mean_steps<-mean(activity2$steps,na.rm=TRUE) + +activity2$steps_imp<-ifelse(is.na(activity2$steps)==FALSE,activity2$steps,mean_steps) +``` + +Now, I create the new dataset per day, but using the imputed data. + + +```r +data_imp<- activity2 %>% + group_by(date) %>% + summarize(Steps_per_day_imp=sum(steps_imp)) +``` + +``` +## `summarise()` ungrouping output (override with `.groups` argument) +``` + +```r +hist(data_imp$Steps_per_day_imp) +``` + +![](PA1_template_files/figure-html/steps per day with imputed data-1.png) + +## Are there differences in activity patterns between weekdays and weekends? + +```r +activity3<-activity2 +activity3$date_new <- as.Date(activity3$date) +activity3$day<-weekdays(activity3$date_new) + +activity3$weekend<-ifelse(activity3$day=="Saturday","Weekend", + ifelse(activity3$day=="Sunday","Weekend","Weekday")) +``` + + +```r +library(lattice) +weekday_series<- activity3 %>% + group_by(weekend,interval) %>% + summarize(Steps_per_int_imp=mean(steps_imp)) +``` + +``` +## `summarise()` regrouping output by 'weekend' (override with `.groups` argument) +``` + +```r +xyplot(Steps_per_int_imp ~ interval | weekend, + data = weekday_series, + type = "l") +``` + +![](PA1_template_files/figure-html/unnamed-chunk-6-1.png) diff --git a/PA1_template_files/figure-html/steps per day with imputed data-1.png b/PA1_template_files/figure-html/steps per day with imputed data-1.png new file mode 100644 index 0000000000000000000000000000000000000000..dffccacd03277493c317f1f37611def3cdbd2ea9 GIT binary patch literal 8944 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Santos-Lozada" Date: Sun, 6 Aug 2023 21:10:31 -0400 Subject: [PATCH 3/8] Delete PA1_template_files/figure-html directory --- .../steps per day with imputed data-1.png | Bin 8944 -> 0 bytes .../figure-html/steps per day-1.png | Bin 8383 -> 0 bytes .../figure-html/unnamed-chunk-3-1.png | Bin 15915 -> 0 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 34047 -> 0 bytes 4 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 PA1_template_files/figure-html/steps per day with imputed data-1.png delete mode 100644 PA1_template_files/figure-html/steps per day-1.png delete mode 100644 PA1_template_files/figure-html/unnamed-chunk-3-1.png delete mode 100644 PA1_template_files/figure-html/unnamed-chunk-6-1.png diff --git a/PA1_template_files/figure-html/steps per day with imputed data-1.png b/PA1_template_files/figure-html/steps per day with imputed data-1.png deleted file mode 100644 index dffccacd03277493c317f1f37611def3cdbd2ea9..0000000000000000000000000000000000000000 GIT binary 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zc1*S=(LszDm=NGZWQnE*rt0MOU+ElfavapKq(HM+@Xy z!v6aG!Gax#9Vl^6R2q;oiaB@35`#&Y9zq7QNTxX7GCuSP^n3}!2| z9dLSr%oiT70nPDzDWAfw-ybY@fw>cK9s2$C>pj<#h{H{zxOmR#!x^eCdO9O*V@U9ww@)J%Hubd2zDcb@oH}ir5}?DrD0Z zaI`f=m;3|FVdqr9umZn%6%D};cXxM3l`g}~%*=q6zm=6$NJxmWEd@s}-UCc5?A}!y zq|hGFDG=JP0sAUomEr>oyMBJH0Nzuf+wWRT>ug!koxmls+58sRz=j709a8K4kHCTT z1F(+*y5`=)uWny?djdZ!yU^VaRR|`P1SuSo((7QyenAdC<^O9R|DOZPe+VZ3%bQOw Yl~w-gJ~uMAfq;M7>iTN6D)!O;2gIMhW&i*H literal 0 HcmV?d00001 From 420a25f4d7697eacd2070878d6ec9c265b04f789 Mon Sep 17 00:00:00 2001 From: "Alexis R. Santos-Lozada" Date: Sun, 6 Aug 2023 21:17:30 -0400 Subject: [PATCH 6/8] Add files via upload --- PA1_template.Rmd | 2 +- PA1_template.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/PA1_template.Rmd b/PA1_template.Rmd index 809866979c1..7d7dfdc93f4 100644 --- a/PA1_template.Rmd +++ b/PA1_template.Rmd @@ -1,7 +1,7 @@ --- title: "Reproducible Research: Peer Assessment 1" output: - html_document: + html_document: keep_md: true --- diff --git a/PA1_template.md b/PA1_template.md index 12d25ea2e69..20f3d6858b9 100644 --- a/PA1_template.md +++ b/PA1_template.md @@ -1,7 +1,7 @@ --- title: "Reproducible Research: Peer Assessment 1" output: - html_document: + html_document: keep_md: true --- From 8e3b5083d71947f3d451472f5adc44e05be0cf1d Mon Sep 17 00:00:00 2001 From: "Alexis R. Santos-Lozada" Date: Sun, 6 Aug 2023 21:19:17 -0400 Subject: [PATCH 7/8] Add files via upload --- PA1_template.Rmd | 4 ++-- PA1_template.md | 8 ++++---- .../figure-html/unnamed-chunk-2-1.png | Bin 0 -> 8383 bytes .../figure-html/unnamed-chunk-4-1.png | Bin 0 -> 15915 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 34047 -> 8944 bytes .../figure-html/unnamed-chunk-8-1.png | Bin 0 -> 34047 bytes 6 files changed, 6 insertions(+), 6 deletions(-) create mode 100644 PA1_template_files/figure-html/unnamed-chunk-2-1.png create mode 100644 PA1_template_files/figure-html/unnamed-chunk-4-1.png create mode 100644 PA1_template_files/figure-html/unnamed-chunk-8-1.png diff --git a/PA1_template.Rmd b/PA1_template.Rmd index 7d7dfdc93f4..48d3d13c503 100644 --- a/PA1_template.Rmd +++ b/PA1_template.Rmd @@ -21,7 +21,7 @@ activity <- read.csv("~/Reproducible Research/week2/activity.csv") ### Histogram of number of steps Here, I do an histogram of the number of steps taken each day. -```{r steps per day, echo=TRUE} +```{r , echo=TRUE} data<- activity %>% group_by(date) %>% summarize(Steps_per_day=sum(steps)) @@ -80,7 +80,7 @@ activity2$steps_imp<-ifelse(is.na(activity2$steps)==FALSE,activity2$steps,mean_s Now, I create the new dataset per day, but using the imputed data. -```{r steps per day with imputed data, echo=TRUE} +```{r , echo=TRUE} data_imp<- activity2 %>% group_by(date) %>% summarize(Steps_per_day_imp=sum(steps_imp)) diff --git a/PA1_template.md b/PA1_template.md index 20f3d6858b9..0cdb80fd943 100644 --- a/PA1_template.md +++ b/PA1_template.md @@ -57,7 +57,7 @@ data<- activity %>% hist(data$Steps_per_day) ``` -![](PA1_template_files/figure-html/steps per day-1.png) +![](PA1_template_files/figure-html/unnamed-chunk-2-1.png) # What is the mean and median number of steps taken each day? As instructed, I use NA.RM to ignore the missings. @@ -87,7 +87,7 @@ data2<- activity %>% plot(data2$interval,data2$Steps_per_interval,type="l") ``` -![](PA1_template_files/figure-html/unnamed-chunk-3-1.png) +![](PA1_template_files/figure-html/unnamed-chunk-4-1.png) ```r max<-max(data2$Steps_per_interval) @@ -139,7 +139,7 @@ data_imp<- activity2 %>% hist(data_imp$Steps_per_day_imp) ``` -![](PA1_template_files/figure-html/steps per day with imputed data-1.png) +![](PA1_template_files/figure-html/unnamed-chunk-6-1.png) ## Are there differences in activity patterns between weekdays and weekends? @@ -170,4 +170,4 @@ xyplot(Steps_per_int_imp ~ interval | weekend, type = "l") ``` -![](PA1_template_files/figure-html/unnamed-chunk-6-1.png) +![](PA1_template_files/figure-html/unnamed-chunk-8-1.png) diff --git a/PA1_template_files/figure-html/unnamed-chunk-2-1.png b/PA1_template_files/figure-html/unnamed-chunk-2-1.png new file mode 100644 index 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Santos-Lozada" Date: Sun, 6 Aug 2023 21:28:39 -0400 Subject: [PATCH 8/8] Add files via upload --- PA1_template.Rmd | 14 ++++++------ PA1_template.html | 12 +++++----- PA1_template.md | 21 +++++------------- .../figure-html/unnamed-chunk-3-1.png | Bin 15915 -> 8383 bytes .../figure-html/unnamed-chunk-5-1.png | Bin 0 -> 15915 bytes .../figure-html/unnamed-chunk-7-1.png | Bin 0 -> 8944 bytes .../figure-html/unnamed-chunk-9-1.png | Bin 0 -> 34047 bytes 7 files changed, 18 insertions(+), 29 deletions(-) create mode 100644 PA1_template_files/figure-html/unnamed-chunk-5-1.png create mode 100644 PA1_template_files/figure-html/unnamed-chunk-7-1.png create mode 100644 PA1_template_files/figure-html/unnamed-chunk-9-1.png diff --git a/PA1_template.Rmd b/PA1_template.Rmd index 48d3d13c503..a20c73ade06 100644 --- a/PA1_template.Rmd +++ b/PA1_template.Rmd @@ -4,24 +4,24 @@ output: html_document: keep_md: true --- - - ## Loading and preprocessing the data In this data section I read the data from the shared folder. -```{r , echo=TRUE} +```{r, echo=FALSE} library(tidyverse) #Need for the Pipes I will use in next step. library(knitr) options(digits=0) #Shows full numbers options(scipen=999) #Removes scientific notation +``` +```{r, echo=TRUE} activity <- read.csv("~/Reproducible Research/week2/activity.csv") ``` ### Histogram of number of steps Here, I do an histogram of the number of steps taken each day. -```{r , echo=TRUE} +```{r, echo=TRUE} data<- activity %>% group_by(date) %>% summarize(Steps_per_day=sum(steps)) @@ -38,7 +38,7 @@ median<-median(data$Steps_per_day,na.rm=TRUE) The mean number of steps is `r mean` and the median is `r median`. -#What is the average daily activity pattern? +# What is the average daily activity pattern? To study this, I will make a time series plot of the 5-minute interval (x-axis) and the average number of steps taken, averaged across all days (y-axis). For this, I aggregate the data per interval. ```{r , echo=TRUE} @@ -80,7 +80,7 @@ activity2$steps_imp<-ifelse(is.na(activity2$steps)==FALSE,activity2$steps,mean_s Now, I create the new dataset per day, but using the imputed data. -```{r , echo=TRUE} +```{r, echo=TRUE} data_imp<- activity2 %>% group_by(date) %>% summarize(Steps_per_day_imp=sum(steps_imp)) @@ -89,7 +89,7 @@ hist(data_imp$Steps_per_day_imp) ``` ## Are there differences in activity patterns between weekdays and weekends? -```{r , echo=TRUE} +```{r, echo=TRUE} activity3<-activity2 activity3$date_new <- as.Date(activity3$date) activity3$day<-weekdays(activity3$date_new) diff --git a/PA1_template.html b/PA1_template.html index f177f56c4e4..26e77e7afec 100644 --- a/PA1_template.html +++ b/PA1_template.html @@ -369,7 +369,6 @@

Reproducible Research: Peer Assessment 1

Loading and preprocessing the data

In this data section I read the data from the shared folder.

-
library(tidyverse) #Need for the Pipes I will use in next step.
## ── Attaching packages ───────────────────────────────────────────────────────────────────────────────── tidyverse 1.3.0 ──
## ✓ ggplot2 3.3.1     ✓ purrr   0.3.4
 ## ✓ tibble  3.0.1     ✓ dplyr   1.0.0
@@ -378,11 +377,7 @@ 

Loading and preprocessing the data

## ── Conflicts ──────────────────────────────────────────────────────────────────────────────────── tidyverse_conflicts() ──
 ## x dplyr::filter() masks stats::filter()
 ## x dplyr::lag()    masks stats::lag()
-
library(knitr)
-options(digits=0) #Shows full numbers
-options(scipen=999) #Removes scientific notation
-
-activity <- read.csv("~/Reproducible Research/week2/activity.csv")
+
activity <- read.csv("~/Reproducible Research/week2/activity.csv")

Histogram of number of steps

Here, I do an histogram of the number of steps taken each day.

@@ -400,7 +395,10 @@

What is the mean and median number of steps taken each day?

mean<-mean(data$Steps_per_day,na.rm=TRUE)
 median<-median(data$Steps_per_day,na.rm=TRUE)

The mean number of steps is 10766 and the median is 10765.

-

#What is the average daily activity pattern? To study this, I will make a time series plot of the 5-minute interval (x-axis) and the average number of steps taken, averaged across all days (y-axis). For this, I aggregate the data per interval.

+
+
+

What is the average daily activity pattern?

+

To study this, I will make a time series plot of the 5-minute interval (x-axis) and the average number of steps taken, averaged across all days (y-axis). For this, I aggregate the data per interval.

data2<- activity %>% 
     group_by(interval) %>% 
     summarize(Steps_per_interval=mean(steps,na.rm=TRUE))
diff --git a/PA1_template.md b/PA1_template.md index 0cdb80fd943..be13a5a954a 100644 --- a/PA1_template.md +++ b/PA1_template.md @@ -4,16 +4,10 @@ output: html_document: keep_md: true --- - - ## Loading and preprocessing the data In this data section I read the data from the shared folder. -```r -library(tidyverse) #Need for the Pipes I will use in next step. -``` - ``` ## ── Attaching packages ───────────────────────────────────────────────────────────────────────────────── tidyverse 1.3.0 ── ``` @@ -31,11 +25,8 @@ library(tidyverse) #Need for the Pipes I will use in next step. ## x dplyr::lag() masks stats::lag() ``` -```r -library(knitr) -options(digits=0) #Shows full numbers -options(scipen=999) #Removes scientific notation +```r activity <- read.csv("~/Reproducible Research/week2/activity.csv") ``` @@ -57,7 +48,7 @@ data<- activity %>% hist(data$Steps_per_day) ``` -![](PA1_template_files/figure-html/unnamed-chunk-2-1.png) +![](PA1_template_files/figure-html/unnamed-chunk-3-1.png) # What is the mean and median number of steps taken each day? As instructed, I use NA.RM to ignore the missings. @@ -69,7 +60,7 @@ median<-median(data$Steps_per_day,na.rm=TRUE) The mean number of steps is 10766 and the median is 10765. -#What is the average daily activity pattern? +# What is the average daily activity pattern? To study this, I will make a time series plot of the 5-minute interval (x-axis) and the average number of steps taken, averaged across all days (y-axis). For this, I aggregate the data per interval. @@ -87,7 +78,7 @@ data2<- activity %>% plot(data2$interval,data2$Steps_per_interval,type="l") ``` -![](PA1_template_files/figure-html/unnamed-chunk-4-1.png) +![](PA1_template_files/figure-html/unnamed-chunk-5-1.png) ```r max<-max(data2$Steps_per_interval) @@ -139,7 +130,7 @@ data_imp<- activity2 %>% hist(data_imp$Steps_per_day_imp) ``` -![](PA1_template_files/figure-html/unnamed-chunk-6-1.png) +![](PA1_template_files/figure-html/unnamed-chunk-7-1.png) ## Are there differences in activity patterns between weekdays and weekends? @@ -170,4 +161,4 @@ xyplot(Steps_per_int_imp ~ interval | weekend, type = "l") ``` -![](PA1_template_files/figure-html/unnamed-chunk-8-1.png) +![](PA1_template_files/figure-html/unnamed-chunk-9-1.png) diff --git a/PA1_template_files/figure-html/unnamed-chunk-3-1.png b/PA1_template_files/figure-html/unnamed-chunk-3-1.png index 57bbd428f43d815e4ac67eaac6f51fa98d68772c..e562bf4a664d339acae0b9bb6cb9268cb858be40 100644 GIT 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