From: Nathan TeBlunthuis Date: Fri, 3 Apr 2020 22:34:16 +0000 (-0700) Subject: Merge branch 'master' of github.com:CommunityDataScienceCollective/COVID-19_Digital_O... X-Git-Url: https://code.communitydata.science/covid19.git/commitdiff_plain/refs/heads/dsaez_submodule?hp=a3e40a072f09f5faee5b12df27f313f75d087f3a Merge branch 'master' of github.com:CommunityDataScienceCollective/COVID-19_Digital_Observatory into dsaez_submodule --- diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..effc4ec --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +wikipedia/data/ +wikipedia/logs/ +wikipedia/resources/enwp_wikiproject_covid19_articles.txt +__pycache__ diff --git a/cron-wikipedia_revisions.sh b/cron-wikipedia_revisions.sh new file mode 100644 index 0000000..5ba02ed --- /dev/null +++ b/cron-wikipedia_revisions.sh @@ -0,0 +1,17 @@ +#!/bin/bash -x + +TZ="UTC" +date_string=$(date +%Y%m%d) + +revs_log="enwp-revisions-${date_string}.log" +./wikipedia/scripts/wikiproject_scraper.py 2> >(tee wikipedia/logs/${revs_log}) + +./wikipedia/scripts/fetch_enwiki_revisions.py 2> >(tee -a wikipedia/logs/${revs_log}) +mv wikipedia/logs/${revs_log} /var/www/covid19/wikipedia/logs/ + +revs_tsv="digobs_covid19-wikipedia-enwiki_revisions-${date_string}.tsv" +mv wikipedia/data/${revs_tsv} /var/www/covid19/wikipedia + +revs_json="digobs_covid19-wikipedia-enwiki_revisions-${date_string}.json" +xz wikipedia/data/${revs_json} +mv wikipedia/data/${revs_json}.xz /var/www/covid19/wikipedia diff --git a/cron-wikipedia_views.sh b/cron-wikipedia_views.sh new file mode 100644 index 0000000..4afe380 --- /dev/null +++ b/cron-wikipedia_views.sh @@ -0,0 +1,16 @@ +#!/bin/bash -x + +TZ="UTC" +date_string=${OVERRIDE_DATE_STRING:-$(date +%Y%m%d)} + +view_log="enwp-daily_views-${date_string}.log" +./wikipedia/scripts/wikiproject_scraper.py 2> >(tee wikipedia/logs/${view_log}) + +# get the list of files +./wikipedia/scripts/fetch_enwiki_daily_views.py -d "${date_string}" 2> >(tee -a wikipedia/logs/${view_log}) +mv wikipedia/logs/${view_log} /var/www/covid19/wikipedia/logs/${view_log} +mv wikipedia/data/digobs_covid19-wikipedia-enwiki_dailyviews-${date_string}.tsv /var/www/covid19/wikipedia/ + +# xz wikipedia/data/digobs_covid19-wikipedia-enwiki_dailyviews-${date_string}.json +mv wikipedia/data/digobs_covid19-wikipedia-enwiki_dailyviews-${date_string}.json /var/www/covid19/wikipedia/ + diff --git a/keywords/analysis/output/top5_queries_per_term_per_date.csv b/keywords/example_analysis/output/top5_queries_per_term_per_date.csv similarity index 100% rename from keywords/analysis/output/top5_queries_per_term_per_date.csv rename to keywords/example_analysis/output/top5_queries_per_term_per_date.csv diff --git a/keywords/example_analysis/output/top_queries_plot.png b/keywords/example_analysis/output/top_queries_plot.png new file mode 100644 index 0000000..276610e Binary files /dev/null and b/keywords/example_analysis/output/top_queries_plot.png differ diff --git a/keywords/analysis/related_searches_example.R b/keywords/example_analysis/related_searches_example.R similarity index 100% rename from keywords/analysis/related_searches_example.R rename to keywords/example_analysis/related_searches_example.R diff --git a/keywords/example_analysis/related_searches_tidyverse_example.R b/keywords/example_analysis/related_searches_tidyverse_example.R new file mode 100644 index 0000000..f22ab0d --- /dev/null +++ b/keywords/example_analysis/related_searches_tidyverse_example.R @@ -0,0 +1,31 @@ +### COVID-19 Digital Observatory +### 2020-03-28 +### +### Minimal example analysis file using trending search data + +library(tidyverse) + +### Import and cleanup data + + +related.searches.top = read_csv("https://github.com/CommunityDataScienceCollective/COVID-19_Digital_Observatory/raw/master/keywords/output/intermediate/related_searches_top.csv") + + +## Plot how often the top 10 queries appear in the top 10 suggested list each day + +plot <- related.searches.top %>% + group_by(term, date) %>% # Group by term and date + arrange(-value) %>% # Sort by value (this should already be done anyway) + top_n(10) %>% # Get the top 10 queries for each term-day pair + group_by(query) %>% # Group by again, this time for each query + summarize(appearances = n()) %>% # Count how often this query appears in the top 10 (which is how many Google displays) + arrange(-appearances) %>% # Sort by appearances + top_n(10) %>% # And get the top 10 queries + ggplot(aes(x=reorder(query, appearances), y=appearances)) + # Plot the number of appearances, ordered by appearances + geom_bar(stat = 'identity') + # Tell R that we want to use the values of `appearances` as the counts + coord_flip() + # Flip the plot + xlab("Query") + + ylab("Number of appearances in top 10 suggested queries") + + theme_minimal() # And make it minimal + +ggsave('./output/top_queries_plot.png', plot) \ No newline at end of file diff --git a/keywords/analysis/translations_example.R b/keywords/example_analysis/translations_example.R similarity index 100% rename from keywords/analysis/translations_example.R rename to keywords/example_analysis/translations_example.R diff --git a/keywords/analysis/translations_example.py b/keywords/example_analysis/translations_example.py similarity index 100% rename from keywords/analysis/translations_example.py rename to keywords/example_analysis/translations_example.py 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 index 0000000..0d7a0c7 Binary files /dev/null and b/wikipedia/example_analysis/output/first_1000_edit_timeseries.png differ diff --git a/wikipedia/example_analysis/output/top10_views_by_project_date.csv b/wikipedia/example_analysis/output/top10_views_by_project_date.csv new file mode 100644 index 0000000..f497584 --- /dev/null +++ b/wikipedia/example_analysis/output/top10_views_by_project_date.csv @@ -0,0 +1,11 @@ +"article","project","timestamp","views" +"Charles,_Prince_of_Wales","en.wikipedia","2020010100",32880 +"Tom_Hanks","en.wikipedia","2020010100",23586 +"Boris_Johnson","en.wikipedia","2020010100",12974 +"Eurovision_Song_Contest_2020","en.wikipedia","2020010100",7901 +"Mike_Pence","en.wikipedia","2020010100",4088 +"Olga_Kurylenko","en.wikipedia","2020010100",3653 +"WrestleMania_36","en.wikipedia","2020010100",3484 +"World_Health_Organization","en.wikipedia","2020010100",3002 +"Severe_acute_respiratory_syndrome","en.wikipedia","2020010100",2037 +"Centers_for_Disease_Control_and_Prevention","en.wikipedia","2020010100",909 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" +"Whispyhistory","2019–20 coronavirus pandemic",158 +"Hallooooed","2019–20 coronavirus pandemic",118 +"110.137.163.146","2019–20 coronavirus pandemic",28 +"PenulisHantu","2019–20 coronavirus pandemic",24 +"Phoenix7777","2019–20 coronavirus pandemic",21 +"Discern irony","2019–20 coronavirus pandemic",20 +"Jtamad","2019–20 coronavirus pandemic",19 +"Skaijie","2019–20 coronavirus pandemic",19 +"Johndavies837","2019–20 coronavirus pandemic",18 +"Ozzie10aaaa","2019–20 coronavirus pandemic",17 +"Nguyen QuocTrung","2019–20 coronavirus pandemic",14 +"71.17.186.200","2019–20 coronavirus pandemic",8 +"GoofyNoah","2019–20 coronavirus pandemic",8 +"Underwaterbuffalo","2019–20 coronavirus pandemic",8 +"Andonic","2019–20 coronavirus pandemic",7 +"Louis He","2019–20 coronavirus pandemic",7 +"Vinhson27","2019–20 coronavirus pandemic",7 +"2604:2000:1403:654:A8CD:8F65:AC3B:2FDB","2019–20 coronavirus pandemic",6 +"Optakeover","2019–20 coronavirus pandemic",6 +"39cookies","2019–20 coronavirus pandemic",5 +"Arthurfragoso","2019–20 coronavirus pandemic",5 +"Artoria2e5","2019–20 coronavirus pandemic",5 +"Davianlols6","2019–20 coronavirus pandemic",5 +"Lucastefan123","2019–20 coronavirus pandemic",5 +"Sc2353","2019–20 coronavirus pandemic",5 +"Tiangulu010","2019–20 coronavirus pandemic",5 +"Wuerzele","2019–20 coronavirus pandemic",5 +"2.59.238.253","2019–20 coronavirus pandemic",4 +"2001:14BA:1CFF:F00:C4EC:7280:4E87:EA70","2019–20 coronavirus pandemic",4 +"2001:8003:4E4E:E900:C9B4:B665:EBDA:914A","2019–20 coronavirus pandemic",4 +"2A01:CB19:9AD:F900:649D:67A:2122:D988","2019–20 coronavirus pandemic",4 +"Espresso Addict","2019–20 coronavirus pandemic",4 +"Geographyinitiative","2019–20 coronavirus pandemic",4 +"Hariboneagle927","2019–20 coronavirus pandemic",4 +"Keivan.f","2019–20 coronavirus pandemic",4 +"Kencf0618","2019–20 coronavirus pandemic",4 +"Michael Billford","2019–20 coronavirus pandemic",4 +"Qono","2019–20 coronavirus pandemic",4 +"Ravenpuff","2019–20 coronavirus pandemic",4 +"Ser Amantio di Nicolao","2019–20 coronavirus pandemic",4 +"Sikander","2019–20 coronavirus pandemic",4 +"Unknown4321unknown","2019–20 coronavirus pandemic",4 +"107.190.33.254","2019–20 coronavirus pandemic",3 +"173.68.165.114","2019–20 coronavirus pandemic",3 +"175.110.65.187","2019–20 coronavirus pandemic",3 +"205.143.204.240","2019–20 coronavirus pandemic",3 +"2600:1700:DFA0:9880:6879:FB75:E4A:787","2019–20 coronavirus pandemic",3 +"60.224.246.140","2019–20 coronavirus pandemic",3 +"78.98.55.59","2019–20 coronavirus pandemic",3 +"99.254.34.143","2019–20 coronavirus pandemic",3 +"Alpha Centauri 5932","2019–20 coronavirus pandemic",3 +"Bondegezou","2019–20 coronavirus pandemic",3 +"Boud","2019–20 coronavirus pandemic",3 +"ChromeGames923","2019–20 coronavirus pandemic",3 +"Cypp0847","2019–20 coronavirus pandemic",3 +"Dicklyon","2019–20 coronavirus pandemic",3 +"Dieu2005","2019–20 coronavirus pandemic",3 +"Kalescribbles","2019–20 coronavirus pandemic",3 +"MSG17","2019–20 coronavirus pandemic",3 +"POTUF","2019–20 coronavirus pandemic",3 +"Sm8900","2019–20 coronavirus pandemic",3 +"TheSebik","2019–20 coronavirus pandemic",3 +"THEunique","2019–20 coronavirus pandemic",3 +"Tony Patt","2019–20 coronavirus pandemic",3 +"Tsukide","2019–20 coronavirus pandemic",3 +"113.20.98.232","2019–20 coronavirus pandemic",2 +"130.63.244.97","2019–20 coronavirus pandemic",2 +"162.201.216.226","2019–20 coronavirus pandemic",2 +"180.245.111.65","2019–20 coronavirus pandemic",2 +"184.186.157.247","2019–20 coronavirus pandemic",2 +"195.5.28.38","2019–20 coronavirus pandemic",2 +"27.145.195.137","2019–20 coronavirus pandemic",2 +"50.224.143.82","2019–20 coronavirus pandemic",2 +"67.71.17.133","2019–20 coronavirus pandemic",2 +"93.176.159.64","2019–20 coronavirus pandemic",2 +"Adûnâi","2019–20 coronavirus pandemic",2 +"ArbDardh","2019–20 coronavirus pandemic",2 +"Bdgzczy","2019–20 coronavirus pandemic",2 +"C933103","2019–20 coronavirus pandemic",2 +"Cherkash","2019–20 coronavirus pandemic",2 +"CRGreathouse","2019–20 coronavirus pandemic",2 +"Fasnon","2019–20 coronavirus pandemic",2 +"FReaKaNDeLL","2019–20 coronavirus pandemic",2 +"Gog the Mild","2019–20 coronavirus pandemic",2 +"Hensa1","2019–20 coronavirus pandemic",2 +"Honkinonbobo","2019–20 coronavirus pandemic",2 +"Hydrology","2019–20 coronavirus pandemic",2 +"Itismeosama","2019–20 coronavirus pandemic",2 +"Kndimov","2019–20 coronavirus pandemic",2 +"Llooong","2019–20 coronavirus pandemic",2 +"Magicknight94","2019–20 coronavirus pandemic",2 +"Mvolz","2019–20 coronavirus pandemic",2 +"Pancho507","2019–20 coronavirus pandemic",2 +"Petrandreev13","2019–20 coronavirus pandemic",2 +"Ptrump16","2019–20 coronavirus pandemic",2 +"Rethliopuks","2019–20 coronavirus pandemic",2 +"Sanya3","2019–20 coronavirus pandemic",2 +"SounderBruce","2019–20 coronavirus pandemic",2 +"Tezakhiago","2019–20 coronavirus pandemic",2 +"The Anome","2019–20 coronavirus pandemic",2 +"Unnamelessness","2019–20 coronavirus pandemic",2 +"Valereee","2019–20 coronavirus pandemic",2 +"Yadsalohcin","2019–20 coronavirus pandemic",2 +"Zhenqinli","2019–20 coronavirus pandemic",2 +"00johnny cage123","2019–20 coronavirus pandemic",1 +"1.152.106.25","2019–20 coronavirus pandemic",1 +"103.60.217.1","2019–20 coronavirus pandemic",1 +"107.148.244.1","2019–20 coronavirus pandemic",1 +"108.90.116.246","2019–20 coronavirus pandemic",1 +"112.134.210.6","2019–20 coronavirus pandemic",1 +"112.199.129.182","2019–20 coronavirus pandemic",1 +"112.199.199.132","2019–20 coronavirus pandemic",1 +"114.44.185.133","2019–20 coronavirus pandemic",1 +"116.86.246.25","2019–20 coronavirus pandemic",1 +"124.217.189.28","2019–20 coronavirus pandemic",1 +"142.103.143.128","2019–20 coronavirus pandemic",1 +"146.198.117.179","2019–20 coronavirus pandemic",1 +"152.27.20.2","2019–20 coronavirus pandemic",1 +"155.101.97.37","2019–20 coronavirus pandemic",1 +"162.211.109.182","2019–20 coronavirus pandemic",1 +"174.85.100.143","2019–20 coronavirus pandemic",1 +"176.203.56.226","2019–20 coronavirus pandemic",1 +"176.72.46.60","2019–20 coronavirus pandemic",1 +"182.239.85.91","2019–20 coronavirus pandemic",1 +"184.16.188.210","2019–20 coronavirus pandemic",1 +"184.16.214.110","2019–20 coronavirus pandemic",1 +"187.237.14.242","2019–20 coronavirus pandemic",1 +"193.28.36.33","2019–20 coronavirus pandemic",1 +"195.200.70.46","2019–20 coronavirus pandemic",1 +"199.117.106.150","2019–20 coronavirus pandemic",1 +"2001:1C02:3607:7E00:C0A3:9110:53A2:4A15","2019–20 coronavirus pandemic",1 +"2001:569:793B:B100:44B6:E994:1B84:41B4","2019–20 coronavirus pandemic",1 +"2001:8003:4E4E:E900:436:3838:F56A:12BE","2019–20 coronavirus pandemic",1 +"202.79.203.111","2019–20 coronavirus pandemic",1 +"207.81.167.200","2019–20 coronavirus pandemic",1 +"216.30.179.221","2019–20 coronavirus pandemic",1 +"217.169.235.25","2019–20 coronavirus pandemic",1 +"219.78.196.70","2019–20 coronavirus pandemic",1 +"220.241.114.137","2019–20 coronavirus pandemic",1 +"223.62.219.123","2019–20 coronavirus pandemic",1 +"24.6.206.135","2019–20 coronavirus pandemic",1 +"2402:7500:44B:5DFF:6465:50D2:8923:15F7","2019–20 coronavirus pandemic",1 +"2409:4072:82:1C87:4979:BDF9:19C2:E6BD","2019–20 coronavirus pandemic",1 +"2601:142:3:B110:E43C:3AD9:7B3F:95CD","2019–20 coronavirus pandemic",1 +"2601:40C:8380:1720:D40C:13F6:4B12:C15D","2019–20 coronavirus pandemic",1 +"2605:A000:161D:429E:38C4:B7C6:7C61:DDFE","2019–20 coronavirus pandemic",1 +"2607:FEA8:1DDF:FEE1:ED71:A155:F701:A02C","2019–20 coronavirus pandemic",1 +"2A01:E35:2FBF:78C0:9873:A140:ACEA:D061","2019–20 coronavirus pandemic",1 +"2A02:2F01:6207:FC00:5C37:DD8A:C132:90F5","2019–20 coronavirus pandemic",1 +"36.76.229.208","2019–20 coronavirus pandemic",1 +"39.120.196.23","2019–20 coronavirus pandemic",1 +"3PoundsOfFlax","2019–20 coronavirus pandemic",1 +"49.245.64.157","2019–20 coronavirus pandemic",1 +"5.173.128.124","2019–20 coronavirus pandemic",1 +"61.247.39.83","2019–20 coronavirus pandemic",1 +"64.134.180.88","2019–20 coronavirus pandemic",1 +"66.210.78.82","2019–20 coronavirus pandemic",1 +"66.220.194.16","2019–20 coronavirus pandemic",1 +"68.134.239.246","2019–20 coronavirus pandemic",1 +"72.139.24.98","2019–20 coronavirus pandemic",1 +"77.67.86.210","2019–20 coronavirus pandemic",1 +"79.72.255.137","2019–20 coronavirus pandemic",1 +"81.221.223.94","2019–20 coronavirus pandemic",1 +"82.21.34.90","2019–20 coronavirus pandemic",1 +"82.6.101.144","2019–20 coronavirus pandemic",1 +"86.3.240.212","2019–20 coronavirus pandemic",1 +"89.236.62.213","2019–20 coronavirus pandemic",1 +"Alexcalamaro","2019–20 coronavirus pandemic",1 +"Alphama","2019–20 coronavirus pandemic",1 +"AngryHarpy","2019–20 coronavirus pandemic",1 +"Anonymouees","2019–20 coronavirus pandemic",1 +"ApChrKey","2019–20 coronavirus pandemic",1 +"AwkwrdPrtMskrt","2019–20 coronavirus pandemic",1 +"Azboi","2019–20 coronavirus pandemic",1 +"Bangabandhu","2019–20 coronavirus pandemic",1 +"Brandmeister","2019–20 coronavirus pandemic",1 +"CaibzGeek","2019–20 coronavirus pandemic",1 +"CaradhrasAiguo","2019–20 coronavirus pandemic",1 +"Cbs527","2019–20 coronavirus pandemic",1 +"Chbe113","2019–20 coronavirus pandemic",1 +"Citobun","2019–20 coronavirus pandemic",1 +"ClueBot NG","2019–20 coronavirus pandemic",1 +"Continentaleurope","2019–20 coronavirus pandemic",1 +"CountyCountry","2019–20 coronavirus pandemic",1 +"CRau080","2019–20 coronavirus pandemic",1 +"Darylgolden","2019–20 coronavirus pandemic",1 +"Dimadick","2019–20 coronavirus pandemic",1 +"Dshubble","2019–20 coronavirus pandemic",1 +"E3.akpinar","2019–20 coronavirus pandemic",1 +"Editeditor2019","2019–20 coronavirus pandemic",1 +"EelamStyleZ","2019–20 coronavirus pandemic",1 +"Efly","2019–20 coronavirus pandemic",1 +"El C","2019–20 coronavirus pandemic",1 +"Eric1212","2019–20 coronavirus pandemic",1 +"Every inherent nuance of the dummys prudence 38351483 83348 13dc9be20f0a34a748bce9774dc6a75d6b2f401b wikitext False False https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=936878544 2020-04-01 18:26:08.050692 ff5521d +2019–20 coronavirus pandemic 62750956 0 936879169 2020-01-21T15:47:59Z TheGreatSGrean","2019–20 coronavirus pandemic",1 +"Every inherent nuance of the dummys prudence 38351483 83539 01d04b405fc27ccc37b87830ec885c1095496c46 wikitext False False https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=936881156 2020-04-01 18:26:08.050692 ff5521d +2019–20 coronavirus pandemic 62750956 0 936881373 2020-01-21T16:05:24Z Every inherent nuance of the dummys prudence","2019–20 coronavirus pandemic",1 +"Expertmemer","2019–20 coronavirus pandemic",1 +"Farras","2019–20 coronavirus pandemic",1 +"Fortunatestars","2019–20 coronavirus pandemic",1 +"Foxterria","2019–20 coronavirus pandemic",1 +"GerifalteDelSabana","2019–20 coronavirus pandemic",1 +"Gnarlyedits","2019–20 coronavirus pandemic",1 +"Graeme Bartlett","2019–20 coronavirus pandemic",1 +"Heartfox","2019–20 coronavirus pandemic",1 +"Heroeswithmetaphors","2019–20 coronavirus pandemic",1 +"Hoising","2019–20 coronavirus pandemic",1 +"Hvn0413","2019–20 coronavirus pandemic",1 +"IAmNitpicking","2019–20 coronavirus pandemic",1 +"Ich","2019–20 coronavirus pandemic",1 +"Jamesey24","2019–20 coronavirus pandemic",1 +"JaneHillervene","2019–20 coronavirus pandemic",1 +"Kef274","2019–20 coronavirus pandemic",1 +"Kenohori","2019–20 coronavirus pandemic",1 +"Kevinwriter","2019–20 coronavirus pandemic",1 +"KH-1","2019–20 coronavirus pandemic",1 +"KinkyLipids","2019–20 coronavirus pandemic",1 +"Kreggon","2019–20 coronavirus pandemic",1 +"Kroger4","2019–20 coronavirus pandemic",1 +"Levonscott","2019–20 coronavirus pandemic",1 +"MadameButterflyKnife","2019–20 coronavirus pandemic",1 +"MainlyTwelve","2019–20 coronavirus pandemic",1 +"Marco.bs","2019–20 coronavirus pandemic",1 +"MaRoFu","2019–20 coronavirus pandemic",1 +"Matilda Maniac","2019–20 coronavirus pandemic",1 +"Melmann","2019–20 coronavirus pandemic",1 +"Moaz786","2019–20 coronavirus pandemic",1 +"Mrajkarki","2019–20 coronavirus pandemic",1 +"MuzafferB","2019–20 coronavirus pandemic",1 +"Nick.mon","2019–20 coronavirus pandemic",1 +"Nimda01","2019–20 coronavirus pandemic",1 +"Nizil Shah","2019–20 coronavirus pandemic",1 +"Nobuts","2019–20 coronavirus pandemic",1 +"Northern Moonlight","2019–20 coronavirus pandemic",1 +"Ntsimp","2019–20 coronavirus pandemic",1 +"Oscar1003","2019–20 coronavirus pandemic",1 +"OSSYULYYZ","2019–20 coronavirus pandemic",1 +"Person who formerly started with \"216\"","2019–20 coronavirus pandemic",1 +"Pharexia","2019–20 coronavirus pandemic",1 +"Poklane","2019–20 coronavirus pandemic",1 +"Protonchang","2019–20 coronavirus pandemic",1 +"Psychonaut","2019–20 coronavirus pandemic",1 +"Quest for Truth","2019–20 coronavirus pandemic",1 +"Rachmat04","2019–20 coronavirus pandemic",1 +"RandomAccount1235423","2019–20 coronavirus pandemic",1 +"RaphaelQS","2019–20 coronavirus pandemic",1 +"Red King","2019–20 coronavirus pandemic",1 +"RMCD bot","2019–20 coronavirus pandemic",1 +"Robertsky","2019–20 coronavirus pandemic",1 +"Rumen34","2019–20 coronavirus pandemic",1 +"Serols","2019–20 coronavirus pandemic",1 +"Sleath56","2019–20 coronavirus pandemic",1 +"Snapplepapp","2019–20 coronavirus pandemic",1 +"Soupvector","2019–20 coronavirus pandemic",1 +"Stephen","2019–20 coronavirus pandemic",1 +"Streetsoda","2019–20 coronavirus pandemic",1 +"SUM1","2019–20 coronavirus pandemic",1 +"Super Peebo","2019–20 coronavirus pandemic",1 +"SYSS Mouse","2019–20 coronavirus pandemic",1 +"Teaperson","2019–20 coronavirus pandemic",1 +"TFSA","2019–20 coronavirus pandemic",1 +"TheAlderaanian","2019–20 coronavirus pandemic",1 +"TheEpicGhosty","2019–20 coronavirus pandemic",1 +"TheGreatSGrean 36415105 100623 f1d1e74e51013a4dc218d1c0aeccaacb3fa68348 wikitext False False https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937010744 2020-04-01 18:26:08.050692 ff5521d +2019–20 coronavirus pandemic 62750956 0 937010817 2020-01-22T11:22:01Z Tiangulu010 22669091 100623 7994b81940daa82b0e870cc5459e7f8b712f1850 wikitext False False https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937010817 2020-04-01 18:26:08.050692 ff5521d +2019–20 coronavirus pandemic 62750956 0 937010883 2020-01-22T11:22:50Z Whispyhistory 30823445 101110 763bfc7ba9bca8ec729329bbf686e285554fa6f6 wikitext False False https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937010883 2020-04-01 18:26:08.050692 ff5521d +2019–20 coronavirus pandemic 62750956 0 937011040 2020-01-22T11:24:31Z Hallooooed 35860459 101110 e837cc8d8e34d31e9974cb8cf9393d959bee112f wikitext False False https://en.wikipedia.org/w/index.php?title=2019%E2%80%9320_coronavirus_pandemic&oldid=937011040 2020-04-01 18:26:08.050692 ff5521d +2019–20 coronavirus pandemic 62750956 0 937011176 2020-01-22T11:25:57Z Whispyhistory 30823445 100983 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+"TVShowFan122","2019–20 coronavirus pandemic",1 +"UnitedStatesian","2019–20 coronavirus pandemic",1 +"Ur frnd","2019–20 coronavirus pandemic",1 +"Victorgrigas","2019–20 coronavirus pandemic",1 +"Wiki13565","2019–20 coronavirus pandemic",1 +"WikiFan11427","2019–20 coronavirus pandemic",1 +"X1\","2019–20 coronavirus pandemic",1 +"ZofTse","2019–20 coronavirus pandemic",1 +"Zygerth","2019–20 coronavirus pandemic",1 +"大象是老司机","2019–20 coronavirus pandemic",1 +"廣九直通車","2019–20 coronavirus pandemic",1 +"舞月書生","2019–20 coronavirus pandemic",1 +"董辰兴","2019–20 coronavirus pandemic",1 diff --git a/wikipedia_views/analysis/pageview_example.R b/wikipedia/example_analysis/pageview_example.R similarity index 59% rename from wikipedia_views/analysis/pageview_example.R rename to wikipedia/example_analysis/pageview_example.R index 8a7aba3..8d40f00 100644 --- a/wikipedia_views/analysis/pageview_example.R +++ b/wikipedia/example_analysis/pageview_example.R @@ -4,33 +4,22 @@ ### Minimal example analysis file using pageview data library(tidyverse) -library(ggplot2) library(scales) -### Import and cleanup data +### Import and cleanup one datafile from the observatory DataURL <- - url("https://github.com/CommunityDataScienceCollective/COVID-19_Digital_Observatory/raw/master/wikipedia_views/data/dailyviews2020032600.tsv") + url("https://covid19.communitydata.science/datasets/wikipedia/digobs_covid19-wikipedia-enwiki_dailyviews-20200101.tsv") views <- read.table(DataURL, sep="\t", header=TRUE, stringsAsFactors=FALSE) -### Alternatively, uncomment and run if working locally with full git -### tree -### -### Identify data source directory and file -## DataDir <- ("../data/") -## DataFile <- ("dailyviews2020032600.tsv") - -## related.searches.top <- read.table(paste(DataDir,DataFile, sep=""), -## sep="\t", header=TRUE, -## stringsAsFactors=FALSE) - ### Cleanup and do the grouping with functions from the Tidyverse ### (see https://www.tidyverse.org for more info) views <- views[,c("article", "project", "timestamp", "views")] -views$timestamp <- factor(views$timestamp) +views$timestamp <- fct_explicit_na(as.character(views$timestamp)) + ### Sorts and groups at the same time views.by.proj.date <- arrange(group_by(views, project, timestamp), diff --git a/wikipedia/example_analysis/revisions_example.R b/wikipedia/example_analysis/revisions_example.R new file mode 100644 index 0000000..86c7770 --- /dev/null +++ b/wikipedia/example_analysis/revisions_example.R @@ -0,0 +1,51 @@ +### COVID-19 Digital Observatory +### +### Minimal example analysis file using revisions data. +### +### Note: The revisions data files can get quite big and it may not make +### sense to try to load them into memory in R. This example file +### loads the first 1,000 rows of a sample file. + +library(tidyverse) +library(lubridate) +library(scales) + +### Import and cleanup first 1000 rows of one datafile from the observatory + +DataURL <- + url("https://covid19.communitydata.science/datasets/wikipedia/digobs_covid19-wikipedia-enwiki_revisions-20200401.tsv") + +revisions <- read.table(DataURL, sep="\t", header=TRUE, + stringsAsFactors=FALSE, + nrows=1000) + +revisions$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) + + + diff --git a/wikipedia/scripts/digobs.py b/wikipedia/scripts/digobs.py new file mode 100644 index 0000000..0bce250 --- /dev/null +++ b/wikipedia/scripts/digobs.py @@ -0,0 +1,27 @@ +#!/usr/bin/env python3 + +import sys +import subprocess +import logging + +def git_hash(short=False): + if short: + return subprocess.check_output(['git', 'rev-parse', '--short', 'HEAD']).decode().strip() + else: + subprocess.check_output(['git', 'rev-parse', 'HEAD']).decode().strip() + +def get_loglevel(arg_loglevel): + loglevel_mapping = { 'debug' : logging.DEBUG, + 'info' : logging.INFO, + 'warning' : logging.WARNING, + 'error' : logging.ERROR, + 'critical' : logging.CRITICAL } + + if arg_loglevel in loglevel_mapping: + loglevel = loglevel_mapping[arg_loglevel] + return loglevel + else: + print("Choose a valid log level: debug, info, warning, error, or critical", file=sys.stderr) + return logging.INFO + + diff --git a/wikipedia/scripts/fetch_enwiki_daily_views.py b/wikipedia/scripts/fetch_enwiki_daily_views.py new file mode 100755 index 0000000..9f147e0 --- /dev/null +++ b/wikipedia/scripts/fetch_enwiki_daily_views.py @@ -0,0 +1,110 @@ +#!/usr/bin/env python3 + +############################################################################### +# +# This script assumes the presence of the COVID-19 repo. +# +# It (1) reads in the article list and then (2) calls the Wikimedia API to +# fetch view information for each article. Output is to (3) JSON and TSV. +# +############################################################################### + +import sys +import requests +import argparse +import json +import time +import os.path +import datetime +import logging +from csv import DictWriter +import digobs +#import feather #TBD + +def parse_args(): + parser = argparse.ArgumentParser(description='Call the views API to collect Wikipedia view data.') + parser.add_argument('-o', '--output_folder', help='Where to save output', default="wikipedia/data", type=str) + parser.add_argument('-i', '--article_file', help='File listing article names', default="wikipedia/resources/enwp_wikiproject_covid19_articles.txt", type=str) + parser.add_argument('-d', '--query_date', help='Date if not yesterday, in YYYYMMDD format.', type=str) + parser.add_argument('-L', '--logging_level', help='Logging level. Options are debug, info, warning, error, critical. Default: info.', default='info', type=digobs.get_loglevel), + parser.add_argument('-W', '--logging_destination', help='Logging destination file. (default: standard error)', type=str), + args = parser.parse_args() + return(args) + +def main(): + + args = parse_args() + + outputPath = args.output_folder + articleFile = args.article_file + + #handle -d + if args.query_date: + query_date = args.query_date + else: + yesterday = datetime.datetime.today() - datetime.timedelta(days=1) + query_date = yesterday.strftime("%Y%m%d") + + #handle -W + if args.logging_destination: + logging.basicConfig(filename=args.logging_destination, filemode='a', level=args.logging_level) + else: + logging.basicConfig(level=args.logging_level) + + export_time = str(datetime.datetime.now()) + export_date = datetime.datetime.today().strftime("%Y%m%d") + + logging.info(f"Starting run at {export_time}") + logging.info(f"Last commit: {digobs.git_hash()}") + + #1 Load up the list of article names + j_outfilename = os.path.join(outputPath, f"digobs_covid19-wikipedia-enwiki_dailyviews-{query_date}.json") + t_outfilename = os.path.join(outputPath, f"digobs_covid19-wikipedia-enwiki_dailyviews-{query_date}.tsv") + + with open(articleFile, 'r') as infile: + articleList = list(map(str.strip, infile)) + + success = 0 #for logging how many work/fail + failure = 0 + + #3 Save results as a JSON and TSV + with open(j_outfilename, 'w') as j_outfile, \ + open(t_outfilename, 'w') as t_outfile: + + #2 Repeatedly call the API with that list of names + for a in articleList: + url= f"https://wikimedia.org/api/rest_v1/metrics/pageviews/per-article/en.wikipedia/all-access/all-agents/{a}/daily/{query_date}00/{query_date}00" + + response = requests.get(url) + if response.ok: + jd = response.json()["items"][0] + success = success + 1 + else: + failure = failure + 1 + logging.warning(f"Failure: {response.status_code} from {url}") + continue + + # start writing the CSV File if it doesn't exist yet + try: + dw + except NameError: + dw = DictWriter(t_outfile, sorted(jd.keys()), delimiter='\t') + dw.writeheader() + + logging.debug(f"printing data: {jd}") + + # write out the line of the json file + print(json.dumps(jd), file=j_outfile) + + # write out of the csv file + dw.writerow(jd) + + # f_Out = outputPath + "dailyviews" + query_date + ".feather" + # read the json back in and make a feather file? + logging.debug(f"Run complete at {datetime.datetime.now()}") + logging.info(f"Processed {success} successful URLs and {failure} failures.") + + +if __name__ == "__main__": + + main() diff --git a/wikipedia/scripts/fetch_enwiki_revisions.py b/wikipedia/scripts/fetch_enwiki_revisions.py new file mode 100755 index 0000000..2d25e85 --- /dev/null +++ b/wikipedia/scripts/fetch_enwiki_revisions.py @@ -0,0 +1,148 @@ +#!/usr/bin/env python3 + +############################################################################### +# +# This script assumes the presence of the COVID-19 repo. +# +# It (1) reads in the article list and then (2) calls the Wikimedia API to +# fetch view information for each article. Output is to (3) JSON and TSV. +# +############################################################################### + +import argparse +import logging +import os.path +import json +import datetime + +from requests import Request +from csv import DictWriter +from mw import api +import digobs + + +def parse_args(): + + parser = argparse.ArgumentParser(description='Call the views API to collect Wikipedia revision data.') + parser.add_argument('-o', '--output_folder', help='Where to save output', default="wikipedia/data", type=str) + parser.add_argument('-i', '--article_file', help='File listing article names', default="wikipedia/resources/enwp_wikiproject_covid19_articles.txt", type=str) + parser.add_argument('-L', '--logging_level', help='Logging level. Options are debug, info, warning, error, critical. Default: info.', default='info', type=digobs.get_loglevel), + parser.add_argument('-W', '--logging_destination', help='Logging destination file. (default: standard error)', type=str), + args = parser.parse_args() + return(args) + +def main(): + args = parse_args() + + output_path = args.output_folder + article_filename = args.article_file + + #handle -W + if args.logging_destination: + logging.basicConfig(filename=args.logging_destination, filemode='a', level=args.logging_level) + else: + logging.basicConfig(level=args.logging_level) + + export_time = str(datetime.datetime.now()) + export_date = datetime.datetime.today().strftime("%Y%m%d") + + logging.info(f"Starting run at {export_time}") + logging.info(f"Last commit: {digobs.git_hash()}") + + json_output_filename = os.path.join(output_path, f"digobs_covid19-wikipedia-enwiki_revisions-{export_date}.json") + tsv_output_filename = os.path.join(output_path, f"digobs_covid19-wikipedia-enwiki_revisions-{export_date}.tsv") + + api_session = api.Session("https://en.wikipedia.org/w/api.php") + + # list of properties from the API we want to gather (basically all of + # them supported by mediawik-utilities) + + rv_props = {'revid' : 'ids', + 'timestamp' : 'timestamp', + 'user' : 'user', + 'userid' : 'userid', + 'size' : 'size', + 'sha1' : 'sha1', + 'contentmodel' : 'contentmodel', + 'tags' : 'tags', + 'flags' : 'flags', + 'comment' : 'comment', + 'content' : 'content' } + + exclude_from_tsv = ['tags', 'comment', 'content', 'flags'] + + # load the list of articles + with open(article_filename, 'r') as infile: + article_list= list(map(str.strip, infile)) + + def get_revisions_for_page(title): + return api_session.revisions.query(properties=rv_props.values(), + titles={title}, + direction="newer") + + tsv_fields = ['title', 'pageid', 'namespace'] + tsv_fields = tsv_fields + list(rv_props.keys()) + + # drop fields that we identified for exclusion + tsv_fields = [e for e in tsv_fields if e not in exclude_from_tsv] + + # add special export fields + tsv_fields = tsv_fields + ['anon', 'minor', 'url', 'export_timestamp', 'export_commit'] + + export_info = { 'git_commit' : digobs.git_hash(), + 'timestamp' : export_time } + + with open(json_output_filename, 'w') as json_output, \ + open(tsv_output_filename, 'w') as tsv_output: + + tsv_writer = DictWriter(tsv_output, fieldnames=tsv_fields, delimiter="\t") + tsv_writer.writeheader() + + for article in article_list: + logging.info(f"pulling revisions for: {article}") + for rev in get_revisions_for_page(article): + logging.debug(f"processing raw revision: {rev}") + + # add export metadata + rev['exported'] = export_info + + # save the json version of the code + print(json.dumps(rev), file=json_output) + + # handle missing data + if "sha1" not in rev: + rev["sha1"] = "" + + if "userhidden" in rev: + rev["user"] = "" + rev["userid"] = "" + + # recode anon so it's true or false instead of present/missing + if "anon" in rev: + rev["anon"] = True + else: + rev["anon"] = False + + # let's recode "minor" in the same way + if "minor" in rev: + rev["minor"] = True + else: + rev["minor"] = False + + # add page title information + rev['title'] = rev['page']['title'] + rev['pageid'] = rev['page']['pageid'] + rev['namespace'] = rev['page']['ns'] + + # construct a URL + rev['url'] = Request('GET', 'https://en.wikipedia.org/w/index.php', + params={'title' : rev['title'].replace(" ", "_"), + 'oldid' : rev['revid']}).prepare().url + + rev['export_timestamp'] = export_time + rev['export_commit'] = digobs.git_hash(short=True) + + tsv_writer.writerow({k: rev[k] for k in tsv_fields}) + +if __name__ == "__main__": + main() diff --git a/wikipedia_views/scripts/wikiproject_scraper.py b/wikipedia/scripts/wikiproject_scraper.py similarity index 73% rename from wikipedia_views/scripts/wikiproject_scraper.py rename to wikipedia/scripts/wikiproject_scraper.py index 9d209a9..b03b04c 100755 --- a/wikipedia_views/scripts/wikiproject_scraper.py +++ b/wikipedia/scripts/wikiproject_scraper.py @@ -18,58 +18,44 @@ ############################################################################### import argparse +import subprocess import requests import datetime import logging import re import math from bs4 import BeautifulSoup +import digobs def parse_args(): parser = argparse.ArgumentParser(description='Get a list of pages tracked by the COVID-19 Wikiproject.') - parser.add_argument('-o', '--output_folder', help='Where to save output', default="../resources/", type=str) - parser.add_argument('-L', '--logging_level', help='Logging level. Options are debug, info, warning, error, critical. Default: info.', default='info'), - parser.add_argument('-W', '--logging_destination', help='Logging destination.', default='../logs/') + parser.add_argument('-o', '--output_file', help='Where to save output', default="wikipedia/resources/enwp_wikiproject_covid19_articles.txt", type=str) + parser.add_argument('-L', '--logging_level', help='Logging level. Options are debug, info, warning, error, critical. Default: info.', default='info', type=digobs.get_loglevel), + parser.add_argument('-W', '--logging_destination', help='Logging destination file. (default: standard error)', type=str), args = parser.parse_args() return(args) - def main(): args = parse_args() - - outputPath = args.output_folder + outputFile = args.output_file #handle -W - today = datetime.datetime.today().strftime('%Y%m%d') - dest = args.logging_destination - logHome = f"{dest}scraping{today}" - - #handle -L - loglevel = args.logging_level - if loglevel == 'debug': - logging.basicConfig(filename=logHome, filemode='a', level=logging.DEBUG) - elif loglevel == 'info': - logging.basicConfig(filename=logHome, filemode='a', level=logging.INFO) - elif loglevel == 'warning': - logging.basicConfig(filename=logHome, filemode='a', level=logging.WARNING) - elif loglevel == 'error': - logging.basicConfig(filename=logHome, filemode='a', level=logging.ERROR) - elif loglevel == 'critical': - logging.basicConfig(filename=logHome, filemode='a', level=logging.CRITICAL) + if args.logging_destination: + logging.basicConfig(filename=args.logging_destination, filemode='a', level=args.logging_level) else: - print("Choose a valid log level: debug, info, warning, error, or critical") - exit + logging.basicConfig(level=args.logging_level) + export_git_hash = subprocess.check_output(['git', 'rev-parse', 'HEAD']).decode().strip() + export_git_short_hash = subprocess.check_output(['git', 'rev-parse', '--short', 'HEAD']).decode().strip() + export_time = str(datetime.datetime.now()) - outputFile = f"{outputPath}articles.txt" - logging.debug(f"Starting scrape at {datetime.datetime.now()} and destructively outputting article list to {outputFile}.") - #1 How many hits to the fcgi? - - #make a session + logging.info(f"Starting at {export_time} and destructively outputting article list to {outputFile}.") + logging.info(f"Last commit: {export_git_hash}") + #1 How many hits to the fcgi? session = requests.Session() originalURL = "https://tools.wmflabs.org/enwp10/cgi-bin/list2.fcgi?run=yes&projecta=COVID-19&namespace=&pagename=&quality=&importance=&score=&limit=1000&offset=1&sorta=Importance&sortb=Quality" diff --git a/wikipedia_views/analysis/output/top10_views_by_project_date.csv b/wikipedia_views/analysis/output/top10_views_by_project_date.csv deleted file mode 100644 index 796af10..0000000 --- a/wikipedia_views/analysis/output/top10_views_by_project_date.csv +++ /dev/null @@ -1,11 +0,0 @@ -"article","project","timestamp","views" -"2019–20_coronavirus_pandemic","en.wikipedia","2020032600",1148284 -"2020_coronavirus_pandemic_in_India","en.wikipedia","2020032600",513901 -"Coronavirus","en.wikipedia","2020032600",397959 -"2020_coronavirus_pandemic_in_the_United_States","en.wikipedia","2020032600",337676 -"2019–20_coronavirus_pandemic_by_country_and_territory","en.wikipedia","2020032600",298603 -"2020_coronavirus_pandemic_in_Italy","en.wikipedia","2020032600",297687 -"Coronavirus_disease_2019","en.wikipedia","2020032600",292272 -"2020_coronavirus_pandemic_in_Spain","en.wikipedia","2020032600",114732 -"2020_coronavirus_pandemic_in_the_United_Kingdom","en.wikipedia","2020032600",111856 -"Anthony_Fauci","en.wikipedia","2020032600",103205 diff --git a/wikipedia_views/logs/placeholder b/wikipedia_views/logs/placeholder deleted file mode 100644 index e69de29..0000000 diff --git a/wikipedia_views/resources/articles.txt b/wikipedia_views/resources/articles.txt deleted file mode 100644 index 566df15..0000000 --- a/wikipedia_views/resources/articles.txt +++ /dev/null @@ -1,1330 +0,0 @@ -Article -2019–20 coronavirus pandemic -Severe acute respiratory syndrome coronavirus 2 -Social distancing -Contact tracing -Timeline of the 2019–20 coronavirus pandemic -2020 stock market crash -Impact of the 2019–20 coronavirus pandemic on cinema -2019–20 coronavirus pandemic in mainland China -2020 coronavirus pandemic in Europe -2020 coronavirus pandemic in Italy -2020 coronavirus pandemic in Oceania -2020 coronavirus pandemic in South Korea -COVID-19 testing -Chloroquine -Grand Princess -Impact of the 2019–20 coronavirus pandemic on politics -Tedros Adhanom -Bruce Aylward -Remdesivir -Angiotensin-converting enzyme 2 -Case chronology of the 2019–20 coronavirus pandemic in March 2020 -List of events affected by the 2019–20 coronavirus pandemic -Timeline of the 2019–20 coronavirus pandemic in March 2020 -2020 coronavirus pandemic in Canada -2020 coronavirus pandemic in the United States -2020 coronavirus pandemic in Australia -2020 coronavirus pandemic in Belgium -2020 coronavirus pandemic in Bulgaria -2020 coronavirus pandemic in Croatia -2020 coronavirus pandemic in Finland -2020 coronavirus pandemic in Germany -2020 coronavirus pandemic in Hungary -2020 coronavirus pandemic in Israel -2020 coronavirus pandemic in Latvia -2020 coronavirus pandemic in New York (state) -2020 coronavirus pandemic in Poland -2020 coronavirus pandemic in Romania -2020 coronavirus pandemic in Slovakia -2020 coronavirus pandemic in Sweden -2020 coronavirus pandemic in Taiwan -2020 coronavirus pandemic in Venezuela -2020 coronavirus pandemic in the Netherlands -2020 coronavirus pandemic in the Republic of Ireland -Centers for Disease Control and Prevention -Coronavirus party -Extracorporeal membrane oxygenation -Financial impact of the 2019–20 coronavirus pandemic -Impact of the 2019–20 coronavirus pandemic on prisons -Impact of the 2019–20 coronavirus pandemic on the 2020 Summer Olympics -Li Wenliang -National Health Commission -Socio-economic impact of the 2019–20 coronavirus pandemic -Wuhan Institute of Virology -2019–20 coronavirus pandemic in Sichuan -2020 India coronavirus lockdown -2020 coronavirus pandemic in Andorra -2020 coronavirus pandemic in Belarus -2020 coronavirus pandemic in Iceland -2020 coronavirus pandemic in Kosovo -2020 coronavirus pandemic in Lithuania -2020 coronavirus pandemic in Manitoba -2020 coronavirus pandemic in Monaco -2020 coronavirus pandemic in North Macedonia -2020 coronavirus pandemic in Slovenia -2020 coronavirus pandemic in Uganda -2020 coronavirus pandemic in Vatican City -Case fatality rate -Coronavirus Aid, Relief, and Economic Security Act -Darvinson Rojas -Let's Dance 2020 -Media coverage of the 2019–20 coronavirus pandemic -Stay-at-home order -Draft:Coronavirus in Zimbabwe -2020 coronavirus pandemic in French Polynesia -2020 coronavirus pandemic in Transnistria -Chen Wei (medical scientist) -Panic buying -River of Grace Community Church -Evacuations related to the 2019–20 coronavirus pandemic -List of SARS outbreaks -Novel coronavirus -2020 Malaysia movement control order -2020 coronavirus pandemic in Guernsey -2020 coronavirus pandemic in Portland, Oregon -Anthony Fauci -Charles, Prince of Wales -Eurovision Song Contest 2020 -Larry Kudlow -Olga Kurylenko -Terrence McNally -Tom Hanks -2019–20 coronavirus pandemic cases/WHO situation reports -2019–20 coronavirus pandemic in Shanghai -2020 coronavirus pandemic in Afghanistan -2020 coronavirus pandemic in Argentina -2020 coronavirus pandemic in Balkans -2020 coronavirus pandemic in Cambodia -2020 coronavirus pandemic in Colorado -2020 coronavirus pandemic in Florida -2020 coronavirus pandemic in Hong Kong -2020 coronavirus pandemic in Iraq -2020 coronavirus pandemic in Kerala -2020 coronavirus pandemic in Malaysia -2020 coronavirus pandemic in Massachusetts -2020 coronavirus pandemic in Michigan -2020 coronavirus pandemic in Morocco -2020 coronavirus pandemic in New Jersey -2020 coronavirus pandemic in Northern Ireland -2020 coronavirus pandemic in Ontario -2020 coronavirus pandemic in Pakistan -2020 coronavirus pandemic in Quebec -2020 coronavirus pandemic in South Africa -2020 coronavirus pandemic in Sri Lanka -2020 coronavirus pandemic in Uruguay -2020 coronavirus pandemic in Vietnam -2020 coronavirus pandemic in Washington, D.C. -2020 coronavirus pandemic in Wisconsin -2020 coronavirus pandemic in the United Arab Emirates -Augustin de Romanet de Beaune -COVID-19 drug repurposing research -Christian Drosten -Deborah Birx -Flybe -Impact of the 2019–20 coronavirus pandemic on aviation -Impact of the 2019–20 coronavirus pandemic on religion -Impact of the 2019–20 coronavirus pandemic on the food industry -Kanika Kapoor -Liu Fan (nurse) -Matthew Pottinger -Neil Ferguson (epidemiologist) -Robert Wilkie -Sophie Grégoire Trudeau -Suspension of the 2019–20 NBA season -Travel restrictions related to the 2019–20 coronavirus pandemic -White House Coronavirus Task Force -World Dream -2020 Tour Championship -2020 coronavirus pandemic in Alaska -2020 coronavirus pandemic in Arizona -2020 coronavirus pandemic in Aruba -2020 coronavirus pandemic in Bangladesh -2020 coronavirus pandemic in British Columbia -2020 coronavirus pandemic in Burkina Faso -2020 coronavirus pandemic in Canary Islands -2020 coronavirus pandemic in Chad -2020 coronavirus pandemic in Connecticut -2020 coronavirus pandemic in Cyprus -2020 coronavirus pandemic in Ecuador -2020 coronavirus pandemic in Eswatini -2020 coronavirus pandemic in Fiji -2020 coronavirus pandemic in Guatemala -2020 coronavirus pandemic in Honduras -2020 coronavirus pandemic in Indiana -2020 coronavirus pandemic in Jamaica -2020 coronavirus pandemic in Jordan -2020 coronavirus pandemic in Kentucky -2020 coronavirus pandemic in Kuwait -2020 coronavirus pandemic in Lebanon -2020 coronavirus pandemic in Macau -2020 coronavirus pandemic in Maine -2020 coronavirus pandemic in Mexico -2020 coronavirus pandemic in Missouri -2020 coronavirus pandemic in Montenegro -2020 coronavirus pandemic in Nevada -2020 coronavirus pandemic in New Mexico -2020 coronavirus pandemic in Nicaragua -2020 coronavirus pandemic in North Dakota -2020 coronavirus pandemic in Northern Cyprus -2020 coronavirus pandemic in Oman -2020 coronavirus pandemic in Paraguay -2020 coronavirus pandemic in Peru -2020 coronavirus pandemic in Qatar -2020 coronavirus pandemic in Sarawak -2020 coronavirus pandemic in Saudi Arabia -2020 coronavirus pandemic in Senegal -2020 coronavirus pandemic in South Asia -2020 coronavirus pandemic in Tennessee -2020 coronavirus pandemic in Trinidad and Tobago -2020 coronavirus pandemic in Varaždin -2020 coronavirus pandemic in West Bengal -2020 coronavirus pandemic in Wyoming -2020 coronavirus pandemic in Zimbabwe -2020 coronavirus pandemic in the Maldives -Ai Fen -Broad-spectrum antiviral drug -Chen Qiushi -Claire Byrne -Corona Rintawan -Derek Kan -Edward C. Allworth Veterans' Home -EvergreenHealth -Giuliana De Sio -Health (Preservation and Protection and other Emergency Measures in the Public Interest) Act 2020 -Human rights issues during the 2019–20 coronavirus pandemic -Index case -Janata Curfew -Jean Leber -Joel Szabat -Kelvin Droegemeier -List of Philippine public figures who underwent COVID-19 testing -Liu Wen (doctor) -Lumpinee Boxing Stadium -Mirga Gražinytė-Tyla -NHS Nightingale Hospital -National COVID-19 Coordination Commission -PREDICT (USAID) -Patrick Vallance -Pete Gaynor -Princess Maria Teresa of Bourbon-Parma -Richard Wilkins (TV presenter) -Ruby Princess -Shi Zhengli -Siobhán Killeen -Stanislas Ouaro -Stephen Hahn (oncologist) -Timeline of the 2020 coronavirus pandemic in the Philippines -Draft:2020 coronavirus pandemic in Haryana -2020 coronavirus pandemic in Akrotiri and Dhekelia -2020 coronavirus pandemic in Anguilla -2020 coronavirus pandemic in Barbados -2020 coronavirus pandemic in Bermuda -2020 coronavirus pandemic in Curaçao -2020 coronavirus pandemic in Dominica -2020 coronavirus pandemic in El Salvador -2020 coronavirus pandemic in Eritrea -2020 coronavirus pandemic in Gabon -2020 coronavirus pandemic in Gibraltar -2020 coronavirus pandemic in Grenada -2020 coronavirus pandemic in Guam -2020 coronavirus pandemic in Guinea-Bissau -2020 coronavirus pandemic in Haiti -2020 coronavirus pandemic in Laos -2020 coronavirus pandemic in Libya -2020 coronavirus pandemic in Mali -2020 coronavirus pandemic in Mauritania -2020 coronavirus pandemic in Mongolia -2020 coronavirus pandemic in Nebraska -2020 coronavirus pandemic in New Hampshire -2020 coronavirus pandemic in Nigeria -2020 coronavirus pandemic in Panama -2020 coronavirus pandemic in Rhode Island -2020 coronavirus pandemic in Réunion -2020 coronavirus pandemic in Saint Kitts and Nevis -2020 coronavirus pandemic in Saint Vincent and the Grenadines -2020 coronavirus pandemic in Sint Maarten -2020 coronavirus pandemic in Sudan -2020 coronavirus pandemic in Tanzania -2020 coronavirus pandemic in Uttar Pradesh -2020 coronavirus pandemic in the Bahamas -2020 coronavirus pandemic in the Canary Islands -2020 coronavirus pandemic in the Central African Republic -2020 coronavirus pandemic in the Democratic Republic of the Congo -2020 coronavirus pandemic in the Isle of Man -2020 coronavirus pandemic in the Turks and Caicos Islands -2020 coronavirus pandemic in the Åland Islands -Bat SARS-like coronavirus WIV1 -COVID-19 Hospital -Central Hospital of Wuhan -Chinese Center for Disease Control and Prevention -Coronavirus Scientific Advisory Board (Turkey) -Dance Again (Selena Gomez song) -Duan Zhengcheng -Fariborz Raisdana -Floyd Cardoz -Giovanni Battista Rabino -Health Protection (Coronavirus) Regulations 2020 -Hong Ling (geneticist) -Italo De Zan -Joe Grogan -Korea Centers for Disease Control and Prevention -Li Zehua -Luciana Lamorgese -Michael Carton -MusiCares COVID-19 Relief Fund -Nasser Shabani -Operation Broadshare -Robert Blair (political advisor) -SHC014-CoV -Stephen Schwartz (pathologist) -Usama Riaz -Walter Robb (engineer) -White Center COVID-19 quarantine site -2020 coronavirus pandemic in British Overseas Territories -Notifiable diseases in the United Kingdom -Timeline of the 2020 coronavirus pandemic in Croatia -Timeline of the 2020 coronavirus pandemic in Pakistan -2020 coronavirus pandemic in Washington -Angelo Moreschi -File:SARS-CoV scanning electron microscope image.jpg -2020 coronavirus pandemic in Emilia Romagna -2020 coronavirus pandemic in Nassau County, New York -2020 coronavirus pandemic in Orange County, California -2020 coronavirus pandemic in San Diego County, California -2020 coronavirus pandemic in San Mateo County, California -2020 coronavirus pandemic in Suffolk County, New York -2021 Summer Olympics -Category:2019–20 coronavirus pandemic -Category:2019–20 coronavirus pandemic by city -Category:2019–20 coronavirus pandemic by country and territory -Category:2019–20 coronavirus pandemic by location -Category:2019–20 coronavirus pandemic in Danish dependencies -Category:2019–20 coronavirus pandemic in mainland China -Category:2020 coronavirus pandemic in Afghanistan -Category:2020 coronavirus pandemic in Asia -Category:2020 coronavirus pandemic in Bosnia and Herzegovina -Category:2020 coronavirus pandemic in British Overseas Territories -Category:2020 coronavirus pandemic in Croatia -Category:2020 coronavirus pandemic in Cyprus -Category:2020 coronavirus pandemic in Europe -Category:2020 coronavirus pandemic in France -Category:2020 coronavirus pandemic in Hungary -Category:2020 coronavirus pandemic in Iran -Category:2020 coronavirus pandemic in Italy -Category:2020 coronavirus pandemic in Oceania -Category:2020 coronavirus pandemic in Pakistan -Category:2020 coronavirus pandemic in South Korea -Category:2020 coronavirus pandemic in Sweden -Category:2020 coronavirus pandemic in insular areas of the United States -Category:2020 coronavirus pandemic in the Dutch Caribbean -Category:2020 coronavirus pandemic in the Philippines -Category:2020 coronavirus pandemic in the United Kingdom -Category:2020 coronavirus pandemic in the United States by state -Category:B-Class COVID-19 articles -Category:C-Class COVID-19 articles -Category:COVID-19 articles by importance -Category:Category-Class COVID-19 articles -Category:Deaths from Coronavirus disease 2019 -Category:Deaths from the 2019–20 coronavirus pandemic in Brazil -Category:Deaths from the 2019–20 coronavirus pandemic in China -Category:Deaths from the 2019–20 coronavirus pandemic in Hungary -Category:Deaths from the 2019–20 coronavirus pandemic in South Korea -Category:Deaths from the 2019–20 coronavirus pandemic in Sweden -Category:Deaths from the 2019–20 coronavirus pandemic in Zimbabwe -Category:Deaths from the 2019–20 coronavirus pandemic in the Philippines -Category:Deaths from the 2019–20 coronavirus pandemic in the United States -Category:Deaths from the 2020 coronavirus pandemic in Italy -Category:Draft-Class COVID-19 articles -Category:Elections postponed due to the 2019–20 coronavirus pandemic -Category:FA-Class COVID-19 articles -Category:FM-Class COVID-19 articles -Category:Films postponed due to the 2019–20 coronavirus pandemic -Category:Health disasters in Danish dependencies -Category:Hospitals and medical institutions associated with the 2019–20 coronavirus pandemic -Category:Impact of the 2019–20 coronavirus pandemic on cinema -Category:Impact of the 2019–20 coronavirus pandemic on politics -Category:Impact of the 2019–20 coronavirus pandemic on television -Category:Impact of the 2019–20 coronavirus pandemic on the restaurant industry -Category:International responses to the 2019–20 coronavirus pandemic -Category:List-Class COVID-19 articles -Category:Mid-importance COVID-19 articles -Category:Music events cancelled due to the 2019–20 coronavirus pandemic -Category:NA-Class COVID-19 articles -Category:National responses to the 2019–20 coronavirus pandemic -Category:Portal-Class COVID-19 articles -Category:Quarantine facilities designated for the 2019–20 coronavirus pandemic -Category:Referendums postponed due to the 2019-20 coronavirus pandemic -Category:SIA-Class COVID-19 articles -Category:Sports events cancelled due to the 2019–20 coronavirus pandemic -Category:Start-Class COVID-19 articles -Category:Template-Class COVID-19 articles -Category:Top-importance COVID-19 articles -Category:United States 2019–20 coronavirus pandemic templates -Category:White House Coronavirus Task Force -Category:WikiProject COVID-19 articles -Category:Wikipedia requested images of COVID-19-related topics -2020 coronavirus pandemic in Georgia -Coronavirus (disambiguation) -File:13981210000546637185832350425406 بخش ویژه «بیماران کرونا» بیمارستان امام خمینی.jpg -File:2019-nCoV-CDC-23312.png -File:2019-nCoV-CDC-23313.png -File:2020-03-Detalls i conseqüències del COVID-19 al País Valencià 01.jpg -File:2020-03-Detalls i conseqüències del COVID-19 al País 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syndrome-related coronavirus -Draft:Template:2019–20 coronavirus pandemic data/North Macedonia medical cases chart -Gaetano Manfredi -Liang Wudong -Aileen Baviera -Azam Khan (squash player) -Germà Colón -Kerstin Behrendtz -Martinho Lutero Galati -Mike Longo -Orlando McDaniel diff --git a/wikipedia_views/scripts/fetch_daily_views.py b/wikipedia_views/scripts/fetch_daily_views.py deleted file mode 100755 index e3a2ff4..0000000 --- a/wikipedia_views/scripts/fetch_daily_views.py +++ /dev/null @@ -1,125 +0,0 @@ -#!/usr/bin/env python3 - -############################################################################### -# -# This script assumes the presence of the COVID-19 repo. -# -# It (1) reads in the article list and then (2) calls the Wikimedia API to -# fetch view information for each article. Output is to (3) JSON and TSV. -# -############################################################################### - - -import requests -import argparse -import json -import csv -import time -import os.path -import datetime -import logging -#import feather #TBD - - -def parse_args(): - - parser = argparse.ArgumentParser(description='Call the views API repeatedly.') - parser.add_argument('-o', '--output_folder', help='Where to save output', default="../data/", type=str) - parser.add_argument('-i', '--article_file', help='File listing article names', default="../resources/articles.txt", type=str) - parser.add_argument('-d', '--query_date', help='Date if not yesterday, in YYYYMMDD format please.', type=str) - parser.add_argument('-L', '--logging_level', help='Logging level. Options are debug, info, warning, error, critical. Default: info.', default='info'), - parser.add_argument('-W', '--logging_destination', help='Logging destination.', default='../logs/'), - args = parser.parse_args() - - return(args) - - -def main(): - - args = parse_args() - - outputPath = args.output_folder - articleFile = args.article_file - - #handle -d - if (args.query_date): - queryDate = args.query_date - else: - yesterday = datetime.datetime.today() - datetime.timedelta(days=1) - queryDate = yesterday.strftime("%Y%m%d") - - queryDate = queryDate + "00" #requires specifying hours - - #handle -W - logHome = f"{args.logging_destination}dailylogrun{datetime.datetime.today().strftime('%Y%m%d')}" - - #handle -L - loglevel = args.logging_level - if loglevel == 'debug': - logging.basicConfig(filename=logHome, filemode='a', level=logging.DEBUG) - elif loglevel == 'info': - logging.basicConfig(filename=logHome, filemode='a', level=logging.INFO) - elif loglevel == 'warning': - logging.basicConfig(filename=logHome, filemode='a', level=logging.WARNING) - elif loglevel == 'error': - logging.basicConfig(filename=logHome, filemode='a', level=logging.ERROR) - elif loglevel == 'critical': - logging.basicConfig(filename=logHome, filemode='a', level=logging.CRITICAL) - else: - print("Choose a valid log level: debug, info, warning, error, or critical") - exit - - - articleList = [] - logging.debug(f"Starting run at {datetime.datetime.now()}") - - #1 Load up the list of article names - - j_Out = f"{outputPath}dailyviews{queryDate}.json" - t_Out = f"{outputPath}dailyviews{queryDate}.tsv" - - with open(articleFile, 'r') as infile: - articleList = list(infile) - - j = [] - success = 0 #for logging how many work/fail - failure = 0 - - #2 Repeatedly call the API with that list of names - - for a in articleList: - a = a.strip("\"\n") #destringify - url= f"https://wikimedia.org/api/rest_v1/metrics/pageviews/per-article/en.wikipedia/all-access/all-agents/{a}/daily/{queryDate}/{queryDate}" - - response = requests.get(url) - if response.ok: - jd = json.loads(response.content) - j.append(jd["items"][0]) - time.sleep(.1) - success = success + 1 - else: - failure = failure + 1 - logging.warning(f"Failure: {response.status_code} from {url}") - - #3 Save results as a JSON and TSV - - #all data in j now, make json file - logging.info(f"Processed {success} successful URLs and {failure} failures.") - - with open(j_Out, 'w') as j_outfile: - json.dump(j, j_outfile, indent=2) - - with open(t_Out, 'w') as t_outfile: - dw = csv.DictWriter(t_outfile, sorted(j[0].keys()), delimiter='\t') - dw.writeheader() - dw.writerows(j) - - logging.debug(f"Run complete at {datetime.datetime.now()}") - - # f_Out = outputPath + "dailyviews" + queryDate + ".feather" - # read the json back in and make a feather file? - - -if __name__ == "__main__": - - main()