MetricsGraphics: Tor Project

library(flexdashboard)
library(metricsgraphics)
library(readr)
library(dplyr)
library(tidyr)
servers <- read_csv("https://metrics.torproject.org/stats/servers.csv",
                    col_types="Dcccccii")
hidden <- read_csv("https://metrics.torproject.org/stats/hidserv.csv",
                   col_types="Dcddddd")

servers <- filter(servers, date >= as.Date('2016-01-01'))
hidden <- filter(hidden, 
                 date >= as.Date('2016-01-01'),
                 type=="dir-onions-seen")
relays <- count(filter(servers, !is.na(relays)), date, wt=relays)
bridges <- count(filter(servers, !is.na(bridges)), date, wt=bridges)

filter(servers, !is.na(relays)) %>% 
  mutate(platform=ifelse(is.na(platform), "Linux", platform)) %>% 
  count(date, platform, wt=relays) %>% 
  spread(platform, n) -> relays_by_platform

filter(servers, !is.na(relays)) %>% 
  count(date, flag, wt=relays) %>% 
  filter(!is.na(flag)) %>% 
  spread(flag, n) -> relays_by_flag

filter(servers, !is.na(relays)) %>% 
  count(date, version, wt=relays) %>% 
  filter(!is.na(version)) %>% 
  mutate(version=gsub("^0", "v0", version)) %>% 
  spread(version, n) -> relays_by_version

Row {data-height=600}

Active Relays in the Tor Network

mjs_plot(relays, date, n, top=0, left=30) %>% 
  mjs_line(area=TRUE) %>% 
  mjs_axis_x(xax_format="date") %>%
  mjs_add_mouseover("function(d, i) {
                $('{{ID}} svg .mg-active-datapoint')
                    .html('<b>Relay count</b><br/>' +
                          d3.time.format('%Y-%m-%d')(d.date) + ': ' +
                          d3.format('0,000')(d.n));
                 }")

Hidden-service statistics

mjs_plot(hidden, date, "wmean", top=0, left=30) %>% 
  mjs_line() %>% 
  mjs_add_line("wmedian") %>% 
  mjs_add_line("wiqm") %>% 
  mjs_axis_x(xax_format="date") %>% 
  mjs_add_legend(c("wmean", "wmedian", "wiqm"))

Row {.tabset}

Relays with Exit, Fast, Guard, HSDir & Stable flags

mjs_plot(relays_by_flag, date, Exit, top=0, left=30) %>% 
  mjs_line() %>% 
  mjs_add_line(Fast) %>% 
  mjs_add_line(Guard) %>% 
  mjs_add_line(HSDir) %>% 
  mjs_add_line(Stable) %>% 
  mjs_axis_x(xax_format="date") %>% 
  mjs_add_legend(c("Exit", "Fast", "Guard", "HSDir", "Stable"))

Relays by OS (log scale)

mjs_plot(relays_by_platform, date, BSD, top=0, left=30) %>% 
  mjs_line() %>% 
  mjs_add_line(Darwin) %>% 
  mjs_add_line(Linux) %>% 
  mjs_add_line(Other) %>% 
  mjs_add_line(Windows) %>% 
  mjs_axis_x(xax_format="date") %>% 
  mjs_axis_y(y_scale_type="log") %>% 
  mjs_add_legend(c("BSD", "Darwin", "Linux", "Other", "Windows"))

Relays by version

mjs_plot(relays_by_version, date, "v0.2.4", top=0, left=30) %>% 
  mjs_line() %>% 
  mjs_add_line("v0.2.5") %>% 
  mjs_add_line("v0.2.6") %>% 
  mjs_add_line("v0.2.7") %>% 
  mjs_add_line("v0.2.8") %>% 
  mjs_add_line("Other") %>% 
  mjs_axis_x(xax_format="date") %>% 
  mjs_add_legend(c("v0.2.4", "v0.2.5", "v0.2.6", "v0.2.7", "v0.2.8", "Other"))


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flexdashboard documentation built on July 8, 2020, 7:32 p.m.