MOBIS-COVID19/02
Ergebnisse ab 13/04/2020
Ein Projekt des IVT, ETH Zürich und WWZ, Universität Basel
Kontakt: Joseph Molloy (joseph.molloy@ivt.baug.ethz.ch)
Frühere und zukünftige Berichte finden Sie unter: https://ivtmobis.ethz.ch/mobis/covid19
Neuigkeiten
- April:
- Frühere Wochen wurden gruppiert und in bestimmten Diagrammen grau eingefärbt.
- Analyse des Reisezwecks nach Flächennutzung.
Einführung
Am 16. März 2020 wurden 3700 Teilnehmer, die die MOBIS-Studie zwischen September 2019 und Januar 2020 abgeschlossen hatten, eingeladen, die von MotionTag entwickelte GPS-Logger- und Reisetagebuch-App ‘Catch-My-Day’ erneut zu installieren, um ihr Mobilitätsverhalten während der Zeit der Massnahmen zur Kontrolle der Ausbreitung des Coronavirus aufzuzeichnen. Die ersten 4 Wochen der Mobilitätsdaten aus der originalen MOBIS-Studie werden für jeden Teilnehmer als Vergleichsgrundlage für die aktuellen Mobilitätsverhalten herangezogen. Diese 4 Wochen beginnen je nach Teilnehmer irgendwo zwischen dem 1. September und dem 15. November. Derzeit werden nur Fahrten in der Schweiz berücksichtigt, obwohl Daten über grenzüberquerende Fahrten verfügbar sind.
Die folgende Abbildung zeigt die Anzahl der registrierten und verfolgten Teilnehmer pro Tag. Ein laufendes Panel von etwa 250 Teilnehmern war bereits im Tracking, bevor die Stichprobe erneut eingeladen wurde. Dies ermöglicht Ergebnisse für die Wochen vor dem offiziellen Start der MOBIS:COVID-19-Studie, obwohl die Stichprobengrösse und damit die Ergebnisse wesentlich kleiner sind.
Die Tageswerte werden gegebenenfalls um die Anzahl der Tracking-Teilnehmer pro Tag normalisiert. Die Analyse wird in den kommenden Wochen erweitert, um auch Teilnehmer aufzunehmen, die keine GPS-Aktivität aufzeichnen, aber an der Studie teilnehmen - dies wird notwendig sein, wenn eine totale Sperrung durchgeführt wird.
Das verwendete GPS-Reisetagebuch, Catch-My-Day (für iOS und Android) kann eine Verzögerung von 2-3 Tagen haben, bevor die Tracks für die Analyse zur Verfügung stehen. Die Skalierung durch aktive Teilnehmer kommt dem entgegen, aber die Ergebnisse früherer Berichte können sich bei der Aktualisierung des Berichts ändern.
Beteiligung
Abweichungen in den Verteilungen
Die folgenden Abbildungen zeigen die Kennwerte der Stichprobe MOBIS:COVID-19 im Vergleich zur originalen MOBIS-Stichprobe. Es gibt einige kleine Unterschiede, aber im Allgemeinen sind die Stichproben konsistent. Dieses Abbildung wird zum Vergleich mit den relevanten Zensusdaten erweitert.
Durchschnittliche Tagesdistanz
Veränderung der gefahrenen Kilometer nach Verkehrsmittel
Veränderung der gefahrenen Kilometer nach:
Reduktion der gefahrenen Kilometer nach Kanton
| Kanton | N | Mär-02 | Mär-09 | Mär-16 | Mär-23 | Mär-30 | Apr-06 |
|---|---|---|---|---|---|---|---|
| Aargau | 64 | -25 | -41 | -71 | -58 | -51 | -51 |
| Basel-Landschaft | 148 | -13 | -8 | -60 | -60 | -58 | -55 |
| Basel-Stadt | 28 | -14 | -36 | -71 | -74 | -66 | -54 |
| Bern | 157 | -30 | -33 | -66 | -59 | -56 | -51 |
| Genf | 104 | 7 | -45 | -69 | -60 | -56 | -61 |
| Schwyz | 13 | -6 | 12 | -42 | -67 | -45 | -49 |
| Solothurn | 16 | -13 | -41 | -62 | -65 | -53 | -44 |
| Waadt | 239 | -7 | -22 | -64 | -70 | -67 | -63 |
| Zürich | 552 | -16 | -25 | -60 | -58 | -56 | -49 |
Aktivitätsraum und Tägesradius
Eine häufig verwendete Definition des Aktivitätsraums ist die 95%-Vertrauensellipse der Aktivitätsorte, in diesem Fall gewichtet nach Dauer. In der folgenden Analyse werden die Aktivitäten am Heimatort einbezogen, für diejenigen, bei denen die App an diesem Tag aktiviert war. Dies ist eine wichtige Metrik, die eine Vorstellung von dem Gebiet vermittelt, in dem die Reise durchgeführt wird. Der tägliche Reiseradius wird ebenfalls dargestellt.
| Woche | Wochentag | # Activitäten/Tag | Veränderung | Fläche (km2) | Veränderung | Tagesradius (km) | Veränderung |
|---|---|---|---|---|---|---|---|
| Baseline-2019 | week | 7.00 | 0% | 194.02 | 0% | 12.79 | 0% |
| weekend | 6.18 | 0% | 262.94 | 0% | 13.83 | 0% | |
| Feb-24 | weekend | 1.00 | -84% |
|
NaN% | 0.00 | -100% |
| Mär-02 | week | 6.12 | -13% | 174.48 | -10% | 10.92 | -15% |
| weekend | 5.65 | -9% | 181.93 | -31% | 11.30 | -18% | |
| Mär-09 | week | 6.37 | -9% | 120.27 | -38% | 10.25 | -20% |
| weekend | 5.47 | -12% | 91.58 | -65% | 8.80 | -36% | |
| Mär-16 | week | 4.81 | -31% | 35.86 | -82% | 5.69 | -56% |
| weekend | 3.56 | -42% | 27.79 | -89% | 3.71 | -73% | |
| Mär-23 | week | 4.38 | -37% | 37.86 | -80% | 4.92 | -62% |
| weekend | 3.94 | -36% | 57.94 | -78% | 4.99 | -64% | |
| Mär-30 | week | 4.77 | -32% | 47.12 | -76% | 5.37 | -58% |
| weekend | 4.34 | -30% | 31.16 | -88% | 5.19 | -62% | |
| Apr-06 | week | 4.83 | -31% | 50.43 | -74% | 5.75 | -55% |
| weekend | 4.08 | -34% | 72.26 | -73% | 4.88 | -65% |
Stundenzahlen
Die Anzahl der begonnenen Fahrten pro Stunde. Die y-Achse wird durch den maximalen Stundenwert in der Grafik normalisiert.
---
output:
  html_notebook: default
  html_document:
    css: style.css
    df_print: paged
    lib_dir: reports/libs
    self_contained: no
  pdf_document:
    keep_tex: yes
  word_document: default
pagetitle: MOBIS Covid19 Mobility Report
params:
  language: EN
---

```{r, setup, include=F}
  knitr::opts_chunk$set(echo = F, message=F, warning=F, cache=F)
```


```{r, load_packages, echo=F, warning=F}
library(dplyr)
library(ggplot2)
library(osmdata)
#library(ggmap)
#library(sf)
library(lubridate)
require(scales)
library(reshape2)
library(zoo)
library(forcats)

```


```{r, echo=FALSE, cache=F}
htmltools::includeHTML("covid_header.html")
```


```{r, load_data, echo=F, results='hide', message=FALSE, warning=FALSE}
load('output_variables.RData')

#load translations
library(shiny.i18n)
i18n <- Translator$new(translation_json_path = "translations.json")

lang_lower <- stringr::str_to_lower(params$language)
locale1 = ifelse(lang_lower == 'en', 'en_AU.UTF-8', paste0(lang_lower, '_CH.UTF-8'))

i18n$set_translation_language(lang_lower)
Sys.setlocale('LC_TIME', locale1)
#default local: en_AU.UTF-8

```

# MOBIS-COVID19/02
## `r paste(i18n$t('results_as_of'), format(today(), format="%d/%m/%Y"))`

`r i18n$t("project_partners")`

`r i18n$t("contact_person")`

`r i18n$t("link_to_homepage")`


******

`r i18n$t('news')`

`r i18n$t('intro_header')`

`r i18n$t('intro_text')` 

`r i18n$t('participation')`


```{r registrations, echo=F}

ggplot(participants_per_day %>% filter(day >= ymd('2020-03-01') & day <= today()-1), aes(x=day)) + 
  geom_line(aes(y=num_participants, color=i18n$t('Tracking'))) +
  geom_line(aes(y=num_registered, color=i18n$t('Registered'))) +
  xlab(i18n$t('Date')) + 
  ylab(i18n$t('Participant Count')) +
  scale_color_brewer(palette="Dark2", name=NULL, guide = guide_legend(reverse = TRUE)) +
  scale_x_date(date_breaks='2 days', date_labels= '%b-%d') +
  labs(title= i18n$t("MOBIS:Covid registrations")) + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1))



```

```{r, load_scale_functions}
####### Functions for labelling facet graphs
reorder_within <- function(x, by, within, fun = mean, sep = "___", ...) {
  new_x <- paste(x, within, sep = sep)
  stats::reorder(new_x, by, FUN = fun)
}

scale_x_reordered <- function(..., sep = "___") {
  reg <- paste0(sep, ".+$")
  ggplot2::scale_x_discrete(labels = function(x) gsub(reg, "", x), ...)
}

scale_y_reordered <- function(..., sep = "___") {
  reg <- paste0(sep, ".+$")
  ggplot2::scale_y_discrete(labels = function(x) gsub(reg, "", x), ...)
}

label_week <- function(v) {
  if_else(year(v) < 2020, i18n$t('Baseline-2019'), format(v, '%b-%d')) %>% stringr::str_to_title()
}

add_week_label <- function (x) {
  week_label <- label_week(x$week_start)
  week_label <- fct_reorder(week_label, x$week_start)
  x$week_label <- week_label
  x
}

```

------

# `r i18n$t('title_distributions_section')`

`r i18n$t('distributions_text')`

``` {r, se_plots, fig.hold='hold', out.width="30%" }

#translate
se_histogram_values_t <- se_histogram_values %>% mutate(variable = i18n$t(variable), value2 = unlist(lapply(value2, i18n$t)))

for (v in unique(se_histogram_values_t$variable)) {
   print(
     ggplot(se_histogram_values_t %>% filter(variable==v), 
                              aes(x = reorder_within(value2, value, variable, max), fill = study)) + 
      geom_bar(aes(y = pc), position = 'dodge', stat = "identity" ) + 
      scale_y_continuous(
        name=i18n$t('Percent'), 
        labels=function(x) sprintf('%.0f%%', x*100) , 
        breaks=seq(0, 1, 0.1)
      ) +
      scale_x_reordered() + 
      theme(axis.text.x = element_text(angle = 90)) +
      labs(title=v, x=NULL) +
      coord_flip() + 
      scale_color_brewer(
        palette="Set1", name=i18n$t('Study'), aesthetics = c("colour", "fill"), guide=guide_legend(reverse=T)) +
    theme(text = element_text(size=20))
  )
 }
```

------


# `r i18n$t('Average Daily Distance')`

```{r}
grouping_var='gender'

daily_avg_dist <- participant_daily_mode_shares %>% 
#  filter(active==1) %>%
  filter(day != today()) %>%
  rename (grouping_variable=grouping_var) %>%
  mutate(grouping_variable = i18n$t(grouping_variable)) %>%
  group_by(day, grouping_variable) %>%
  summarize(
    avg_daily_dist_car = mean(Car), 
    avg_daily_dist_total = mean(Total)
    ) %>%
  filter(day > '2020-03-01') %>%
  remove_missing()

print(
ggplot(daily_avg_dist, aes(x=day, color=grouping_variable)) +
  geom_line(aes(y=avg_daily_dist_car/1000), size=0.5) +
  scale_y_continuous(name=i18n$t('Average daily distance (km)')) +
  scale_x_date(date_breaks='2 days', date_labels= '%b-%d') +
  scale_color_brewer(palette='Dark2', name=stringr::str_to_title(grouping_var)) +
  labs(x=i18n$t('Date'), title=i18n$t('Daily average Km travelled by gender')) + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
)

```

------


# `r i18n$t('Overall change in kilometers travelled by transport mode')`

```{r mode_counts_weekly}

daily_mode_shares <- daily_mode_shares %>%
  filter(day != today()) %>% 
  add_week_label() 


weekly_modal_counts_long <- daily_mode_shares %>% 
  group_by(week_label) %>%
  select(-user_id, -weekday, -day, -active, -week_start) %>%
  summarize_all(list(mean = mean)) %>%
  melt(variable.name='Mode', value.name='Dist') %>%
  rename(Week=week_label) %>%
  mutate(Mode = unlist(Map(function (x) x[1], stringr::str_split(Mode, '_')))) %>%
  mutate(Mode = i18n$t(Mode))

control_values <- weekly_modal_counts_long %>% filter(stringr::str_detect(Week, '2019')) %>% rename(ctrl_dist = Dist) %>% select(-Week)

weekly_modal_counts_long <- weekly_modal_counts_long %>%
  left_join(control_values, by='Mode') %>%
  mutate(pc_change=Dist/ctrl_dist-1)

print(
  ggplot(weekly_modal_counts_long, aes(x=Week, y=pc_change, color=Mode, group=Mode, shape=Mode)) +
  geom_hline(aes(yintercept=0), color='#555555') + 
  geom_line(size=0.5) +
  geom_point(size=3) +
  scale_y_continuous(name=i18n$t('% Change in average daily distance'), breaks =seq(-1,4,0.2), labels = percent) +
  scale_x_discrete(name=i18n$t('Week')) +
  scale_color_discrete(name=i18n$t('Mode'))
)
  
```



## `r i18n$t('Normalized against the baseline period')`

```{r, mode_shares_socio_economic, echo=F, warning=F, fig.hold='hold', out.width="50%"}

pretty_variable_names= c(
  age_groups="Age",
  education='Education',
  employment_1='Main employment',
  gender='Gender',
  household_size = 'HH size',
  income ='Income',
  is_swiss='Nationality',
  language='Language',
  own_car='Access to car',
  kanton_name='Kanton'
)

se_variables = covid_participants_long %>% 
  remove_missing() %>%
  mutate(variable1=pretty_variable_names[variable]) %>%
  mutate(variable1 = i18n$t(variable1), value2 = as.factor(unlist(lapply(value2, i18n$t))))

stats_histogram_values <- daily_mode_shares %>%   
  select(user_id, Week=week_label, Total) %>%
  left_join(se_variables, by=c('user_id'='participant_ID')) %>%
  group_by(Week, variable1, value, value2)  %>% 
  summarize(avg_daily_dist = mean(Total), n_participants=n_distinct(user_id)) %>% 
  remove_missing() %>%
  arrange(variable1, value)

control_stats_histogram_values <- stats_histogram_values %>% 
  ungroup() %>% 
  filter(stringr::str_detect(Week, '2019')) %>% 
  rename(ctrl_dist = avg_daily_dist) %>% 
  select(-Week, -n_participants) 



relative_stats_histogram_values <- stats_histogram_values %>% 
  left_join(control_stats_histogram_values) %>% 
  mutate(pc_change_dist=avg_daily_dist/ctrl_dist-1) %>% 
  select(-ctrl_dist)

variables_to_plot = unique((relative_stats_histogram_values %>% filter(variable1 != 'Kanton' & variable1 != 'Canton'))$variable1)

for(v in variables_to_plot) {
  variable_df <- relative_stats_histogram_values %>% 
    filter(variable1 ==v & !stringr::str_detect(Week, '2019')) %>%
    ungroup() %>%
    mutate(value2 = as.factor(as.character(value2))) %>%
    arrange(value) %>%
    mutate(value_f = fct_reorder(value2, as.numeric(value)))
  
  print(ggplot(variable_df, aes(x = Week, y = pc_change_dist, fill = reorder(value_f, value))
         ) + 
    geom_bar(position = 'dodge', stat = "identity" ) + 
     scale_color_brewer(palette="Dark2", name=v, aesthetics = c("colour", "fill"), 
                     guide=guide_legend(reverse=F)) +

    scale_y_continuous(name=i18n$t('% Change Km Travelled'), labels = scales::label_percent(accuracy=1), breaks=seq(-1, 0, 0.2)) +
    theme(axis.text.x = element_text(angle = 90)) +
    theme(text = element_text(size=18)) +
    labs(title=v, y=i18n$t('% Change'), x=i18n$t('Week'))
    
  )
}
```

------

# `r i18n$t('Reduction in kilometers travelled by Canton')`

```{r, kantonal_distance_table }
#Kantonal Distance

library(kableExtra)


pc_change_kantonal_distance <- relative_stats_histogram_values %>% 
  filter(variable1 == 'Kanton' | variable1 == 'Canton') %>% 
  ungroup() %>% 
  select(Kanton=value2, Week, pc_change_dist, n_participants) %>% 
  group_by(Kanton) %>% mutate(N=last(n_participants)) %>%
  dcast(Kanton + N ~ Week, value.var=c('pc_change_dist')) %>%
  select(-c(3)) %>%
  filter(N>5) %>%
  mutate_at(vars(contains('-')), ~ as.integer(.*100))

colnames(pc_change_kantonal_distance) <- Map(function(x) stringr::str_split(x, '_')[[1]][1], colnames(pc_change_kantonal_distance))
colnames(pc_change_kantonal_distance)[1] <- i18n$t(colnames(pc_change_kantonal_distance)[1])
options(knitr.kable.NA = '-')

create_kantonal_table <- function (df, fmt) {
  return (knitr::kable(df, fmt, 
               digits=0, caption = i18n$t('% Change in kilometers travelled by home canton'),
               align = c('l', rep('r', ncol(pc_change_kantonal_distance)))
               ) %>%
    kable_styling(full_width = F) %>%
    column_spec(c(1,2), bold=T) %>%
    collapse_rows(columns = 1:2, latex_hline='major')
  )
}

table0_tex <- create_kantonal_table(pc_change_kantonal_distance, 'latex')
cat(table0_tex,file=paste0("reports/tables/", format(today(), format="%Y_%m_%d"), "_kantonal_distance.tex"),sep="\n")

table0_html <- create_kantonal_table(pc_change_kantonal_distance, 'html')
table0_html

```
 
------

# `r i18n$t('Activity space and daily travel radius')`

`r i18n$t('activity_space_text')`

 
```{r, activity_space_setup, echo=F, warning=F}


palette1 <- brewer_pal(palette='Dark2')(7)
week_colors <- c(palette1[1], 'darkgrey', palette1[3], palette1[7], palette1[6])
  

daily_activity_spaces$date_filter <- daily_activity_spaces$week_start <  ymd('2020-01-01') | daily_activity_spaces$week_start >=  ymd('2020-03-02')

daily_activity_spaces1 <- daily_activity_spaces %>% 
  filter(date_filter) %>%
  add_week_label() %>%
  arrange(week_start) %>%
  group_by(user_id, week_start, week_label, weekday) %>% 
  summarize(ellipse_area1=mean(tidyr::replace_na(ellipse_area, 0), na.rm=0)) %>% 
  mutate(weekday = stringr::str_to_title(weekday)) %>% 
  
  ungroup() %>% 
  mutate(week_rank = week_start %>% desc() %>% dense_rank()) %>% 
  mutate(week_group = fct_reorder(case_when(
    year(week_start) == '2019' ~ as.character(week_label),
    week_rank <= 3 ~ as.character(week_label), 
    T ~ i18n$t('Intermediate weeks')
  ), week_start))
  

weekly_dist_plot <- ggplot(daily_activity_spaces1) +
  geom_density(aes(x=ellipse_area1, color=week_group, fill=week_group, group=week_label), alpha=0.05) + 
  scale_x_continuous(trans=log10_trans(), 
                     breaks=c(1/(1000^4), 1/(1000^2), 1/(10^2), 1, 100, 10000), 
                     labels = c('0', '1 m^2', '100 m^2', '1 km^2', '100 km^2', '10,000 km^2')
  ) +
  labs(title=i18n$t('Distribution of average daily activity spaces'),
       x=i18n$t('Area (log transformed)'),
       y=i18n$t('Density'),
       caption=i18n$t('Average of the daily 95% condifdence ellipse\nweighted by the activity_duration')
  ) + 
  facet_wrap(.~weekday) +
  scale_color_manual(name = i18n$t("Week"), values = week_colors,aesthetics = c("colour", "fill") ) + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1))

weekly_dist_plot

```


```{r, activity_spaces_table}
daily_activity_spaces_table <- daily_activity_spaces %>% as_tibble() %>%
  add_week_label() %>% 
  group_by(week_label, weekday) %>%
  select(-user_id, -week_start) %>%
  summarize(
    mean_aspace=mean(ellipse_area, na.rm=T), 
    mean_max_radius=mean(max_radius, na.rm=T)/1000, 
    mean_n_activities=mean(n_activities), 
    n_participants=n()) %>%
  group_by(weekday) %>%
  mutate(
    pc_change_space = mean_aspace / first(mean_aspace) - 1, #normalize by the first value in that group - should work if week_start is ordered
    pc_change_radius = mean_max_radius / first(mean_max_radius) - 1, #normalize by the first value in that group - should work if week_start is ordered
    pc_change_n = mean_n_activities / first(mean_n_activities) - 1
  ) %>%
  mutate(
    pc_change_space = sprintf('%.0f%%', pc_change_space * 100),
    pc_change_radius = sprintf('%.0f%%', pc_change_radius * 100),
    pc_change_n = sprintf('%.0f%%', pc_change_n * 100)
  )%>% 
  ungroup() %>%
  select(week_label, weekday, mean_n_activities, pc_change_n, mean_aspace, pc_change_space, mean_max_radius, pc_change_radius)

daily_activity_spaces_table$pc_change_n[daily_activity_spaces_table$week_start == 'Control'] = '-'
daily_activity_spaces_table$pc_change_space[daily_activity_spaces_table$week_start == 'Control'] = '-'
daily_activity_spaces_table$pc_change_radius[daily_activity_spaces_table$week_start == 'Control'] = '-'

options(knitr.kable.NA = '-')

create_a_spaces_table <- function (df, fmt) {
  return (knitr::kable(df,  fmt, booktabs = T,
               digits=c(0,0,2,0,2,0,2,0), caption = i18n$t('% Change in activity space area'),
               col.names = lapply(c('Week', 'Weekday', '# Activities/day', 'Change', 
                           'Area (km^2^)', 'Change', 'Daily Radius (km)', 'Change'), i18n$t),
               align = c('l', 'l', rep('r', ncol(daily_activity_spaces_table)))
    ) %>%
    kable_styling(full_width = F) %>%
    column_spec(1, bold=T) %>%
    collapse_rows(columns = 1:1, latex_hline='major')
  )
}

table1_tex <- create_a_spaces_table(daily_activity_spaces_table, 'latex')
cat(table1_tex,file=paste0("reports/tables/", format(today(), format="%Y_%m_%d"), "_activity_spaces.tex"),sep="\n")

table1_html <- create_a_spaces_table(daily_activity_spaces_table, 'html')



table1_html

```


```{r, hourly_counts}

scaled_hourly_counts <- daily_hourly_counts %>% 
  filter(week_start < ymd('2020-01-01') | week_start >= ymd('2020-03-02')) %>%
  add_week_label() %>% 
  mutate(week_rank = week_start %>% desc() %>% dense_rank()) %>% 
  mutate(week_group = fct_reorder(case_when(
    year(week_start) == '2019' ~ as.character(week_label),
    week_rank <= 3 ~ as.character(week_label), 
    T ~ i18n$t('Intermediate weeks')
  ), week_start)) %>%
  left_join(participants_per_day, by=c('day1'='day')) %>%
  mutate(scaled_n_trips = n_trips/num_participants * 1000) %>%  #multiply by the population of switzerland
  mutate(rolling_scaled_n_trips=zoo::rollmean(scaled_n_trips,3,fill=NA, align = "center")) %>%
  filter(hour1 > 4) %>%
  group_by(week_label, week_start, week_group, weekday, mode, hour1) %>%
  summarize(
    scaled_n_trips=mean(scaled_n_trips, na.rm=T), 
    rolling_scaled_n_trips=mean(rolling_scaled_n_trips, na.rm=T)) %>% 
  ungroup() %>%
  group_by(mode) %>%
  mutate(
    n_max=max(scaled_n_trips, na.rm=T),
    rolling_max=max(rolling_scaled_n_trips, na.rm=T)
  ) 

total_scaled_hourly_counts <- scaled_hourly_counts %>%
  group_by(week_label, week_start, week_group, weekday, hour1) %>%
  summarize(
    scaled_n_trips=sum(scaled_n_trips),
    rolling_scaled_n_trips=sum(rolling_scaled_n_trips, na.rm=T)
  )%>%
  ungroup() %>%
  mutate(
    n_max=max(scaled_n_trips, na.rm=T),
    rolling_max=max(rolling_scaled_n_trips, na.rm=T)
  ) 

```

------

#  `r i18n$t('Hourly Counts')`
`r i18n$t('hourly_counts_text')`

```{r, hourly_counts_plot}

print(ggplot(total_scaled_hourly_counts) +
  geom_line(aes(x=hour1, y=scaled_n_trips/n_max, color=week_group, group=week_label)) +
  scale_x_continuous(name=i18n$t('Hour'), breaks=seq(0,23,2), limits = c(4,24)) +
  scale_y_continuous(name=i18n$t('Number of started trips (relative to max value)'), breaks=seq(0,1,0.2)) +
  scale_color_manual(name = i18n$t("Week"), values = week_colors ) + 
  facet_wrap(.~weekday) +
  labs(title=i18n$t('Hourly trip count (Total)'),
       caption=i18n$t('Normalized by number of participants travelling per day\nCounts between midnight and 4am exlcuded')
  ) 
)

```

```{r, mode_hourly_counts}

for (t_mode in c('Car', 'Walk', 'Train', 'Bicycle', 'Local PT')) {
  print(
    ggplot(scaled_hourly_counts %>% filter(mode==t_mode)) +
      geom_line(aes(x=hour1, y=scaled_n_trips/n_max, color=week_group, group=week_label)) +
      scale_x_continuous(name=i18n$t('Hour'), breaks=seq(0,24,2), limits = c(4,24)) +
      scale_y_continuous(name=i18n$t('Number of started trips (relative to max value)')) +
      scale_color_manual(name = i18n$t("Week"), values = week_colors ) + 
      facet_wrap(.~weekday) +
      labs(title=sprintf('%s (%s)', i18n$t('Hourly trip count'), i18n$t(t_mode)),
           caption=i18n$t('Normalized by number of participants travelling per day\nCounts between midnight and 4am exlcuded')) 
  )
}
  
```

