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https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthc
https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthc
From:
scotpublichealth
Uploaded on:
March 20, 2017
Short Description:
https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare since:2017-03-12 until:2017-03-19 via NodeXL http://bit.ly/2nfWSmT
@

Description:
Description
The graph represents a network of 286 Twitter users whose recent tweets contained "https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare since:2017-03-12 until:2017-03-19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 20 March 2017 at 22:56 UTC.

The tweets in the network were tweeted over the 3-day, 14-hour, 31-minute period from Wednesday, 15 March 2017 at 00:01 UTC to Saturday, 18 March 2017 at 14:33 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 286
Unique Edges : 475
Edges With Duplicates : 30
Total Edges : 505
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.00245700245700246
Reciprocated Edge Ratio : 0.00490196078431373
Connected Components : 83
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 168
Maximum Edges in a Connected Component : 376
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.894093
Graph Density : 0.00500552079499448
Modularity : 0.489183
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[188] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare
[33] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare#img-1
[2] http://feeds.feedburner.com/~r/theguardian/hJng/~3/Emoh2YKsyTM/syria-conflict-study-condemns-weaponisation-of-healthcare?utm_source=feedburner&utm_medium=twitter&utm_campaign=dannyshooknews
[2] http://news.google.com/news/url?sa=t&fd=R&ct2=in&usg=AFQjCNGlVyaxkNotXJ_HdFcADqWCYbX16Q&clid=c3a7d30bb8a4878e06b80cf16b898331&cid=52779421543196&ei=qIbIWLioJIGi3AG-zLGIBg&url=https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare
[1] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare?utm_content=bufferf35ef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.linkedin.com/slink?code=dyVuESy
[1] https://twitter.com/i/web/status/842011685862944768
[1] https://www.primal.com/syria/healthcare/workers/weaponisation;facilities;physicians;medicine;supplies;damascus;conflict;medical;access;mobile;action;aleppo;study;hama;war?u=https%3A%2F%2Fwww.theguardian.com%2Fworld%2F2017%2Fmar%2F15%2Fsyria-conflict-study-condemns-weaponisation-of-healthcare&r=https%3A%2F%2Fwww.theguardian.com%2Fworld%2F2017%2Fmar%2F15%2Fsyria-conflict-study-condemns-weaponisation-of-healthcare
[1] http://news.google.com/news/url?sa=t&fd=R&ct2=us&usg=AFQjCNGlVyaxkNotXJ_HdFcADqWCYbX16Q&clid=c3a7d30bb8a4878e06b80cf16b898331&cid=52779421543196&ei=ZhPJWMCLEYGVhAGUvaLgDg&url=https%3A%2F%2Fwww.theguardian.com%2Fworld%2F2017%2Fmar%2F15%2Fsyria-conflict-study-condemns-weaponisation-of-healthcare&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[108] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare

Top URLs in Tweet in G2:
[37] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare
[22] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare?utm_source=dlvr.it&utm_medium=twitter
[2] http://news.google.com/news/url?sa=t&fd=R&ct2=in&usg=AFQjCNGlVyaxkNotXJ_HdFcADqWCYbX16Q&clid=c3a7d30bb8a4878e06b80cf16b898331&cid=52779421543196&ei=qIbIWLioJIGi3AG-zLGIBg&url=https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare
[2] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare#img-1
[1] https://www.g2a.com/r/cheapfm2015equityxd
[1] https://twitter.com/doctr_pro/status/841803969777270784Syria
[1] https://twitter.com/guardiannews/status/841801508249260034
[1] http://news.google.com/news/url?sa=t&fd=R&ct2=uk&usg=AFQjCNGlVyaxkNotXJ_HdFcADqWCYbX16Q&clid=c3a7d30bb8a4878e06b80cf16b898331&cid=52779421543196&ei=XYvIWNCCLoGnhgGymZ-QDQ&url=https%3A%2F%2Fwww.theguardian.com%2Fworld%2F2017%2Fmar%2F15%2Fsyria-conflict-study-condemns-weaponisation-of-healthcare&utm_source=dlvr.it&utm_medium=twitter
[1] http://news.google.com/news/url?sa=t&fd=R&ct2=us&usg=AFQjCNGlVyaxkNotXJ_HdFcADqWCYbX16Q&clid=c3a7d30bb8a4878e06b80cf16b898331&cid=52779421543196&ei=v4vIWKCnJ9jAhQGI1gQ&url=https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare
[1] http://news.google.com/news/url?sa=t&fd=R&ct2=us&usg=AFQjCNGlVyaxkNotXJ_HdFcADqWCYbX16Q&clid=c3a7d30bb8a4878e06b80cf16b898331&cid=52779421543196&ei=XozIWPiqOIqohgHErbyQDA&url=https%3A%2F%2Fwww.theguardian.com%2Fworld%2F2017%2Fmar%2F15%2Fsyria-conflict-study-condemns-weaponisation-of-healthcare&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/842011685862944768
[1] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare

Top URLs in Tweet in G4:
[15] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare

Top URLs in Tweet in G5:
[11] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[7] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare

Top URLs in Tweet in G7:
[5] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare

Top URLs in Tweet in G8:
[1] https://www.primal.com/syria/healthcare/workers/weaponisation;facilities;physicians;medicine;supplies;damascus;conflict;medical;access;mobile;action;aleppo;study;hama;war?u=https%3A%2F%2Fwww.theguardian.com%2Fworld%2F2017%2Fmar%2F15%2Fsyria-conflict-study-condemns-weaponisation-of-healthcare&r=https%3A%2F%2Fwww.theguardian.com%2Fworld%2F2017%2Fmar%2F15%2Fsyria-conflict-study-condemns-weaponisation-of-healthcare

Top URLs in Tweet in G9:
[3] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare

Top URLs in Tweet in G10:
[1] https://www.theguardian.com/world/2017/mar/15/syria-conflict-study-condemns-weaponisation-of-healthcare

Top Domains
Top Domains in Tweet in Entire Graph:
[225] theguardian.com
[12] google.com
[3] twitter.com
[3] feedburner.com
[1] linkedin.com
[1] primal.com
[1] g2a.com

Top Domains in Tweet in G1:
[108] theguardian.com

Top Domains in Tweet in G2:
[63] theguardian.com
[12] google.com
[2] twitter.com
[1] g2a.com
[1] feedburner.com
[1] linkedin.com

Top Domains in Tweet in G3:
[1] twitter.com
[1] theguardian.com

Top Domains in Tweet in G4:
[15] theguardian.com

Top Domains in Tweet in G5:
[11] theguardian.com

Top Domains in Tweet in G6:
[7] theguardian.com

Top Domains in Tweet in G7:
[5] theguardian.com

Top Domains in Tweet in G8:
[1] primal.com

Top Domains in Tweet in G9:
[3] theguardian.com

Top Domains in Tweet in G10:
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[126] syria
[9] notatarget
[5] globalhealth
[5] healthcare
[3] m5s
[3] assad
[3] russia
[3] iranian
[3] russiarussiarussia
[2] dsnworld



Top Hashtags in Tweet in G1:
[104] syria
[4] healthcare
[1] weaponisationofhealthcare
[1] gpc2016
[1] bettertogether
[1] conflict

Top Hashtags in Tweet in G2:
[8] syria
[1] syriacrisis
[1] cheapgames
[1] world
[1] peace
[1] afmobi
[1] breakingnews
[1] news
[1] 2150ah
[1] theguardian

Top Hashtags in Tweet in G3:
[1] syria

Top Hashtags in Tweet in G6:
[6] syria
[6] notatarget

Top Hashtags in Tweet in G7:
[5] globalhealth

Top Hashtags in Tweet in G9:
[3] assad
[3] russia
[3] iranian
[3] russiarussiarussia
[1] genocide

Top Hashtags in Tweet in G10:
[2] notatarget

Top Words
Top Words in Tweet in Entire Graph:
[8] Words in Sentiment List#1: Positive
[407] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3421] Non-categorized Words
[3836] Total Words
[223] healthcare
[218] syria
[142] dangerous
[142] place
[142] earth

Top Words in Tweet in G1:
[107] syria
[107] dangerous
[107] place
[107] earth
[107] healthcare
[107] guardian
[105] 'the
[105] providers'
[101] thelancet
[98] unicef

Top Words in Tweet in G2:
[78] healthcare
[73] syria
[63] study
[45] conflict
[45] condemns
[45] 'weaponisation'
[23] 'the
[23] dangerous
[23] place
[23] earth

Top Words in Tweet in G3:
[50] assad
[50] cruelly
[50] weaponizes
[50] health
[50] care
[50] attacking
[50] syrian
[50] civilians
[50] need
[50] destorying

Top Words in Tweet in G4:
[7] free_media_hub2
[4] newconflictnews

Top Words in Tweet in G5:
[11] syria
[11] conflict
[11] study
[11] condemns
[11] 'weaponisation'
[11] healthcare
[10] guardiannews

Top Words in Tweet in G6:
[7] syria
[7] healthcare
[7] sarahboseley
[6] conflict
[6] study
[6] condemns
[6] 'weaponisation'
[6] notatarget
[5] joeeenglish

Top Words in Tweet in G7:
[5] syria
[5] now
[5] dangerous
[5] place
[5] earth
[5] healthcare
[5] providers
[5] truly
[5] tragic
[5] globalhealth

Top Words in Tweet in G9:
[3] low
[3] assad
[3] russia
[3] iranian
[3] alliance
[3] russiarussiarussia
[3] hell
[2] aleisamohamed
[2] gen

Top Words in Tweet in G10:
[2] sad
[2] see
[2] targeted
[2] destruction
[2] medical
[2] facilities
[2] killing
[2] hundreds
[2] healthcare
[2] workers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[142] dangerous,place
[142] place,earth
[142] earth,healthcare
[134] syria,'the
[134] 'the,dangerous
[134] healthcare,providers'
[104] providers',thelancet
[104] thelancet,guardian
[99] unicef,syria
[66] conflict,study

Top Word Pairs in Tweet in G1:
[107] dangerous,place
[107] place,earth
[107] earth,healthcare
[105] syria,'the
[105] 'the,dangerous
[105] healthcare,providers'
[99] providers',thelancet
[99] thelancet,guardian
[97] unicef,syria
[3] providers',study

Top Word Pairs in Tweet in G2:
[45] conflict,study
[45] study,condemns
[45] condemns,'weaponisation'
[45] 'weaponisation',healthcare
[44] syria,conflict
[23] syria,'the
[23] 'the,dangerous
[23] dangerous,place
[23] place,earth
[23] earth,healthcare

Top Word Pairs in Tweet in G3:
[50] assad,cruelly
[50] cruelly,weaponizes
[50] weaponizes,health
[50] health,care
[50] care,attacking
[50] attacking,syrian
[50] syrian,civilians
[50] civilians,need
[50] need,destorying
[50] destorying,unavailable

Top Word Pairs in Tweet in G5:
[11] syria,conflict
[11] conflict,study
[11] study,condemns
[11] condemns,'weaponisation'
[11] 'weaponisation',healthcare
[10] guardiannews,syria

Top Word Pairs in Tweet in G6:
[6] syria,conflict
[6] conflict,study
[6] study,condemns
[6] condemns,'weaponisation'
[6] 'weaponisation',healthcare
[6] healthcare,notatarget
[6] notatarget,sarahboseley
[5] joeeenglish,syria

Top Word Pairs in Tweet in G7:
[5] syria,now
[5] now,dangerous
[5] dangerous,place
[5] place,earth
[5] earth,healthcare
[5] healthcare,providers
[5] providers,truly
[5] truly,tragic
[5] tragic,globalhealth
[4] gaviseth,syria

Top Word Pairs in Tweet in G9:
[3] low,assad
[3] assad,russia
[3] russia,iranian
[3] iranian,alliance
[3] alliance,russiarussiarussia
[3] russiarussiarussia,hell
[2] aleisamohamed,low
[2] hell,gen

Top Word Pairs in Tweet in G10:
[2] sad,see
[2] see,targeted
[2] targeted,destruction
[2] destruction,medical
[2] medical,facilities
[2] facilities,killing
[2] killing,hundreds
[2] hundreds,healthcare
[2] healthcare,workers
[2] workers,notatarget

Top Replied-To
Top Replied-To in Entire Graph:
@thelancet
@who

Top Replied-To in G1:
@thelancet

Top Replied-To in G8:
@who

Top Mentioned
Top Mentioned in Entire Graph:
@guardian
@thelancet
@unicef
@kenroth
@guardiannews
@free_media_hub2
@sarahboseley
@joeeenglish
@gaviseth
@newconflictnews

Top Mentioned in G1:
@guardian
@thelancet
@unicef
@111heatlhcare
@hcidproject
@allianceofngos

Top Mentioned in G3:
@kenroth
@unicef
@thelancet
@guardian

Top Mentioned in G4:
@free_media_hub2
@newconflictnews

Top Mentioned in G5:
@guardiannews

Top Mentioned in G6:
@sarahboseley
@joeeenglish
@thelancet

Top Mentioned in G7:
@gaviseth

Top Mentioned in G8:
@primal

Top Mentioned in G9:
@aleisamohamed

Top Mentioned in G10:
@kesetea

Top Tweeters
Top Tweeters in Entire Graph:
@thus_spake
@dannyshooknews
@equityxd
@asiapacnews
@ideas4thefuture
@mpenikas
@newsatweb
@fertigos
@aajelsyria
@primal

Top Tweeters in G1:
@guardian
@astwisa
@letsroc137
@otikenne
@omnico72
@leidebotelho
@scorpiorojo2005
@danielasmits
@5sexy1dlads
@67mcf

Top Tweeters in G2:
@thus_spake
@equityxd
@asiapacnews
@ideas4thefuture
@newsatweb
@fertigos
@aajelsyria
@djlnr
@usnews4u
@apocrifos

Top Tweeters in G3:
@munirghaly
@iyad_elbaghdadi
@libyanbentbladi
@sunlightwarden
@monkeypox0104
@june4wanda
@ahmed_mansoor
@no_idteaots
@kenroth
@toasterhead

Top Tweeters in G4:
@hassansalehin
@bonniekipperman
@saidi4real
@shahnazfarzaneh
@free_media_hub2
@abbasfathi1367
@tonyduheaume
@mirsal_b
@newconflictnews
@jackarmada

Top Tweeters in G5:
@guardiannews
@peterba82304711
@jlouiseerle
@boguepao
@bc_melissa1
@hussainyaqub3
@natalieelsberg
@letsbrewlife
@sboudemagh1
@wittywearer

Top Tweeters in G6:
@dwolfe70
@cintazahr
@csiswim
@pepecabezas1
@joeeenglish
@sarahboseley
@hannah_polly

Top Tweeters in G7:
@katribertram
@gaviseth
@xahraddin_a
@crespedote
@amy_kullas

Top Tweeters in G8:
@primal
@who
@stchome

Top Tweeters in G9:
@aleisamohamed
@leeannejung
@juliannayobst

Top Tweeters in G10:
@kesetea
@tesfanabibs