From ba21acdf37817f5c6ef8680649d964f7e05ad02a Mon Sep 17 00:00:00 2001
From: aaronshaw <aaron.d.shaw@gmail.com>
Date: Thu, 2 Apr 2020 10:59:44 -0500
Subject: [PATCH] initial commit of revisions analysis example with output
 files

---
 .../output/first_1000_edit_timeseries.png     | Bin 0 -> 105857 bytes
 .../output/user_edit_counts-first1000.csv     | 844 ++++++++++++++++++
 .../example_analysis/revisions_example.R      |  51 ++
 3 files changed, 895 insertions(+)
 create mode 100644 wikipedia/example_analysis/output/first_1000_edit_timeseries.png
 create mode 100644 wikipedia/example_analysis/output/user_edit_counts-first1000.csv
 create mode 100644 wikipedia/example_analysis/revisions_example.R

diff --git a/wikipedia/example_analysis/output/first_1000_edit_timeseries.png b/wikipedia/example_analysis/output/first_1000_edit_timeseries.png
new file mode 100644
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diff --git a/wikipedia/example_analysis/output/user_edit_counts-first1000.csv b/wikipedia/example_analysis/output/user_edit_counts-first1000.csv
new file mode 100644
index 0000000..1f7cf70
--- /dev/null
+++ b/wikipedia/example_analysis/output/user_edit_counts-first1000.csv
@@ -0,0 +1,844 @@
+"user","title","appearances"
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+2019–20 coronavirus pandemic	62750956	0	936879169	2020-01-21T15:47:59Z	TheGreatSGrean","2019–20 coronavirus pandemic",1
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+2019–20 coronavirus pandemic	62750956	0	937011698	2020-01-22T11:31:57Z	78.98.55.59	0	101066	a7ded5b58358a06980cdbf1de8d671a668323b6c	wikitext	True	False	https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937011698	2020-04-01 18:26:08.050692	ff5521d
+2019–20 coronavirus pandemic	62750956	0	937012021	2020-01-22T11:35:38Z	Hallooooed	35860459	101339	36421088d25d3061e1b523e4abfcfd3f9eba1514	wikitext	False	False	https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937012021	2020-04-01 18:26:08.050692	ff5521d
+2019–20 coronavirus pandemic	62750956	0	937012803	2020-01-22T11:43:59Z	Matilda Maniac	20813426	101325	3ecfc8dad63b7b651acbf0927c27b47a2a3728db	wikitext	False	True	https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937012803	2020-04-01 18:26:08.050692	ff5521d
+2019–20 coronavirus pandemic	62750956	0	937012855	2020-01-22T11:44:33Z	Matilda Maniac	20813426	101331	eac59424cda837a2ebc4a442d6902c2fec49e5d7	wikitext	False	True	https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937012855	2020-04-01 18:26:08.050692	ff5521d
+2019–20 coronavirus pandemic	62750956	0	937013061	2020-01-22T11:46:50Z	Chimken nonget	38362688	101331	0073eadf9e1543ee2dc17dccfd485a429bb344a9	wikitext	False	True	https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937013061	2020-04-01 18:26:08.050692	ff5521d
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+2019–20 coronavirus pandemic	62750956	0	937184916	2020-01-23T13:17:57Z	121.7.54.127	0	127018	36ef41ccfe4ffe69c9a9dadda7a1feb9dabfe38e	wikitext	True	False	https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937184916	2020-04-01 18:26:08.050692	ff5521d
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+2019–20 coronavirus pandemic	62750956	0	937185364	2020-01-23T13:22:41Z	TheGreatSGrean","2019–20 coronavirus pandemic",1
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diff --git a/wikipedia/example_analysis/revisions_example.R b/wikipedia/example_analysis/revisions_example.R
new file mode 100644
index 0000000..86c7770
--- /dev/null
+++ b/wikipedia/example_analysis/revisions_example.R
@@ -0,0 +1,51 @@
+### COVID-19 Digital Observatory
+### 
+### Minimal example analysis file using revisions data.
+###
+### Note: The revisions data files can get quite big and it may not make
+### sense to try to load them into memory in R. This example file
+### loads the first 1,000 rows of a sample file.
+
+library(tidyverse)
+library(lubridate)
+library(scales)
+
+### Import and cleanup first 1000 rows of one datafile from the observatory
+
+DataURL <-
+  url("https://covid19.communitydata.science/datasets/wikipedia/digobs_covid19-wikipedia-enwiki_revisions-20200401.tsv")
+
+revisions <- read.table(DataURL, sep="\t", header=TRUE,
+                        stringsAsFactors=FALSE,
+                        nrows=1000) 
+
+revisions$timestamp <- as_datetime(revisions$timestamp)
+
+### Group edit by editor to see edit counts
+user.edit.counts <- revisions %>%
+    group_by(user, title) %>% # for the example, there's only one
+                                        # article title
+    summarize(appearances = n()) %>%
+    arrange(-appearances)
+
+### Export that as a little table
+write.table(user.edit.counts,
+            file="output/user_edit_counts-first1000.csv", sep=",",
+            row.names=FALSE)
+
+### A simple time series of edits
+plot <- revisions %>%
+    arrange(timestamp) %>%
+    mutate(count = as.numeric(rownames(revisions))) %>%
+    ggplot(aes(x=timestamp, y=count)) +
+    geom_jitter(alpha=0.1) +
+    xlab("Date") +
+    ylab("Total edits (cumulative)") +
+    ggtitle(paste("Revisions to article: ",
+                  head(revisions$title,1), sep="")) +
+    theme_minimal()
+
+ggsave("output/first_1000_edit_timeseries.png", plot)
+
+
+
-- 
2.39.5