PermSecScot, Twitter, 1/8/2019 2:32:25 PM, 181163


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PermSecScot_2019-01-08_06-21-48.xlsx
PermSecScot_2019-01-08_06-21-48.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 08, 2019
Short Description:
PermSecScot via NodeXL http://bit.ly/2TvJZ58
@permsecscot
@scotgov
@jaggymac
@c1christine
@edtech_stories
@alexsalmond
@nconway2
@scottmo11582812
@angrysalmond
@pilaraymara

Top hashtags:
#alexsalmond
#indyref
#resign
#fireleslieevans
#resignnow
#digcit
#newpower

Description:
Description
The graph represents a network of 363 Twitter users whose recent tweets contained "PermSecScot", 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 Tuesday, 08 January 2019 at 14:22 UTC.

The tweets in the network were tweeted over the 1-hour, 19-minute period from Tuesday, 08 January 2019 at 13:02 UTC to Tuesday, 08 January 2019 at 14:21 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 : 363
Unique Edges : 955
Edges With Duplicates : 793
Total Edges : 1748
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.00539083557951483
Reciprocated Edge Ratio : 0.0107238605898123
Connected Components : 7
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 350
Maximum Edges in a Connected Component : 1735
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.356355
Graph Density : 0.00851559289530159
Modularity : 0.269947
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] https://twitter.com/PermSecScot/status/1082597438748270592
[8] https://twitter.com/permsecscot/status/1082597438748270592?s=21
[3] https://twitter.com/permsecscot/status/1082597438748270592
[2] https://mosaicscience.com/story/why-good-people-turn-bad-online-science-trolls-abuse/
[2] http://www.rheingold.com/vc/book/1.html
[1] https://www.gov.scot/publications/statement-from-permanent-secretary-at-the-scottish-government-leslie-evans/
[1] http://edutechstories.blogspot.com/2015/03/digcit-vs-trolls-im-student-friendly.html
[1] http://edutechstories.blogspot.com/2019/01/what-if-god-was-one-of-us-what-would-he.html
[1] https://twitter.com/EdTech_Stories/status/1002107313807876096
[1] https://www.cipd.co.uk/knowledge/fundamentals/emp-law/discipline/factsheet

Top URLs in Tweet in G1:
[9] https://twitter.com/PermSecScot/status/1082597438748270592
[1] https://twitter.com/permsecscot/status/1082597438748270592?s=21
[1] https://twitter.com/permsecscot/status/1082597438748270592

Top URLs in Tweet in G2:
[8] https://twitter.com/PermSecScot/status/1082597438748270592

Top URLs in Tweet in G3:
[5] https://twitter.com/PermSecScot/status/1082597438748270592
[2] https://mosaicscience.com/story/why-good-people-turn-bad-online-science-trolls-abuse/
[2] http://www.rheingold.com/vc/book/1.html
[2] https://twitter.com/permsecscot/status/1082597438748270592?s=21
[1] http://edutechstories.blogspot.com/2015/03/digcit-vs-trolls-im-student-friendly.html
[1] https://twitter.com/EdTech_Stories/status/1002107313807876096
[1] http://edutechstories.blogspot.com/2019/01/what-if-god-was-one-of-us-what-would-he.html
[1] https://www.gov.scot/publications/statement-from-permanent-secretary-at-the-scottish-government-leslie-evans/
[1] https://twitter.com/STVColin/status/1082633673667686401
[1] https://twitter.com/permsecscot/status/1082597438748270592

Top URLs in Tweet in G4:
[3] https://twitter.com/PermSecScot/status/1082597438748270592

Top URLs in Tweet in G5:
[1] https://twitter.com/PermSecScot/status/1082597438748270592
[1] https://www.cipd.co.uk/knowledge/fundamentals/emp-law/discipline/factsheet

Top URLs in Tweet in G6:
[1] https://twitter.com/PermSecScot/status/1082597438748270592

Top URLs in Tweet in G8:
[5] https://twitter.com/permsecscot/status/1082597438748270592?s=21

Top URLs in Tweet in G9:
[1] https://twitter.com/PermSecScot/status/1082597438748270592

Top URLs in Tweet in G10:
[3] https://twitter.com/PermSecScot/status/1082597438748270592

Top Domains
Top Domains in Tweet in Entire Graph:
[47] twitter.com
[2] mosaicscience.com
[2] blogspot.com
[2] rheingold.com
[1] gov.scot
[1] co.uk

Top Domains in Tweet in G1:
[11] twitter.com

Top Domains in Tweet in G2:
[8] twitter.com

Top Domains in Tweet in G3:
[10] twitter.com
[2] mosaicscience.com
[2] blogspot.com
[2] rheingold.com
[1] gov.scot

Top Domains in Tweet in G4:
[3] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] alexsalmond
[4] indyref
[3] resign
[2] fireleslieevans
[2] resignnow
[2] digcit
[2] newpower
[2] indyref2
[2] dissolvetheunion
[1] dotherightthing



Top Hashtags in Tweet in G1:
[1] indyref2
[1] dissolvetheunion
[1] resign
[1] failure

Top Hashtags in Tweet in G2:
[1] indyref2
[1] dissolvetheunion

Top Hashtags in Tweet in G3:
[4] indyref
[2] newpower
[2] digcit
[1] alexsalmond
[1] nownicola
[1] usethemandate
[1] statement
[1] bigeck
[1] publicmoney
[1] waste

Top Hashtags in Tweet in G4:
[2] resignnow
[2] fireleslieevans
[1] resign

Top Hashtags in Tweet in G5:
[1] resign
[1] dotherightthing

Top Hashtags in Tweet in G7:
[6] alexsalmond
[1] leslieevansresign

Top Words
Top Words in Tweet in Entire Graph:
[363] Words in Sentiment List#1: Positive
[659] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[12772] Non-categorized Words
[13794] Total Words
[565] permsecscot
[532] scotgov
[197] resign
[99] statement
[85] now

Top Words in Tweet in G1:
[161] scotgov
[145] permsecscot
[63] resign
[37] statement
[20] complaint
[19] here
[19] flawed
[18] somewhat
[18] disingenuous
[18] decision

Top Words in Tweet in G2:
[187] permsecscot
[183] scotgov
[66] resign
[23] statement
[20] now
[19] both
[17] taxpayers
[17] court
[17] fired
[16] thousands

Top Words in Tweet in G3:
[70] permsecscot
[38] scotgov
[28] resign
[25] nicolasturgeon
[20] alexsalmond
[19] fm
[16] now
[16] stvcolin
[12] statement
[11] clearly

Top Words in Tweet in G4:
[111] permsecscot
[111] scotgov
[33] resign
[14] now
[13] both
[13] statement
[11] procedure
[9] investigator
[9] go
[8] salmond

Top Words in Tweet in G5:
[32] permsecscot
[26] bbcphilipsim
[22] scotgov
[13] johnstanners
[12] scotgov's
[12] leslie
[12] evans
[11] civil
[11] investigating
[11] officer

Top Words in Tweet in G6:
[13] scotgov
[12] permsecscot
[10] still
[9] garrycoutts
[8] leaked
[7] ozymandias1817
[7] now
[7] toxic
[7] misinformation
[6] main

Top Words in Tweet in G7:
[12] coverage
[6] much
[6] alexsalmond
[6] now
[6] wonder
[6] comparison
[6] originally
[6] mentioning
[5] jaggymac
[5] c

Top Words in Tweet in G8:
[6] resignation
[5] misspelt
[4] angrysalmond

Top Words in Tweet in G9:
[4] statement
[4] first
[4] minister
[4] taking
[4] responsibility
[4] political
[4] decision
[4] settle
[3] athomsonkinross

Top Words in Tweet in G10:
[3] here
[3] anagram
[3] snivel
[2] neilburgh

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[463] permsecscot,scotgov
[100] scotgov,resign
[29] thousands,pounds
[28] leslie,evans
[27] alex,salmond
[26] investigating,officer
[24] gdog2010_john,permsecscot
[24] somewhat,disingenuous
[24] disingenuous,statement
[24] statement,here

Top Word Pairs in Tweet in G1:
[135] permsecscot,scotgov
[36] scotgov,resign
[18] somewhat,disingenuous
[18] disingenuous,statement
[18] statement,here
[18] here,decision
[18] decision,settled
[18] settled,scotgov
[18] scotgov,accepted
[18] accepted,complaint

Top Word Pairs in Tweet in G2:
[176] permsecscot,scotgov
[39] scotgov,resign
[16] thousands,pounds
[16] gdog2010_john,permsecscot
[11] resign,now
[9] resign,ms
[9] ms,laird
[9] laird,wasted
[9] wasted,thousands
[9] pounds,taxpayers

Top Word Pairs in Tweet in G3:
[29] permsecscot,scotgov
[12] scotgov,resign
[9] resign,clearly
[9] clearly,attempt
[9] attempt,smear
[9] smear,both
[9] both,fm
[9] fm,now
[9] now,started
[9] started,unravel

Top Word Pairs in Tweet in G4:
[99] permsecscot,scotgov
[12] scotgov,resign
[6] permsecscot,andrewlearmonth
[6] andrewlearmonth,scotgov
[5] alex,salmond
[5] scotgov,duty
[5] duty,care
[5] honourable,thing
[4] now,tainted
[4] scotgov,leslie

Top Word Pairs in Tweet in G5:
[12] leslie,evans
[11] investigating,officer
[10] alex,salmond
[10] salmond,scotgov's
[10] scotgov's,top
[10] top,civil
[10] civil,servant
[10] servant,leslie
[10] evans,permsecscot
[10] permsecscot,now

Top Word Pairs in Tweet in G6:
[11] permsecscot,scotgov
[7] toxic,misinformation
[6] main,serious
[6] serious,questions
[6] questions,now
[6] now,leaked
[6] leaked,such
[6] such,toxic
[6] misinformation,media
[6] media,still

Top Word Pairs in Tweet in G7:
[6] much,coverage
[6] coverage,alexsalmond
[6] alexsalmond,now
[6] now,wonder
[6] wonder,comparison
[6] comparison,coverage
[6] coverage,originally
[6] originally,mentioning
[5] jaggymac,much
[5] mentioning,c

Top Word Pairs in Tweet in G8:
[5] misspelt,resignation
[4] angrysalmond,misspelt

Top Word Pairs in Tweet in G9:
[4] statement,first
[4] first,minister
[4] minister,taking
[4] taking,responsibility
[4] responsibility,political
[4] political,decision
[4] decision,settle
[3] athomsonkinross,statement

Top Word Pairs in Tweet in G10:
[3] here,anagram
[3] anagram,snivel
[2] neilburgh,here

Top Replied-To
Top Replied-To in Entire Graph:
@permsecscot
@stvcolin
@bbcphilipsim
@petermacmahon
@garrycoutts
@navynotnuclear
@ts_3502
@wolfielonesome
@edtech_stories
@lassielmr

Top Replied-To in G1:
@permsecscot
@yogithetim2
@rambling_red2
@redcliffescott
@crantara
@euanmcturk
@ho_ho77
@cass4edinburgh

Top Replied-To in G2:
@permsecscot
@ts_3502
@navynotnuclear
@beachendmike
@stvcolin
@gabel4scotland
@gdog2010_john
@waco61
@haitchhaitch
@dunscaich

Top Replied-To in G3:
@stvcolin
@permsecscot
@petermacmahon
@edtech_stories
@lassielmr
@anna_soubry
@mediaweasel
@sjksanders
@camusson
@nicolasturgeon

Top Replied-To in G4:
@permsecscot
@wolfielonesome
@hoop_hands_off
@scottylad2
@robertdoig12
@patrickhardman

Top Replied-To in G5:
@bbcphilipsim
@permsecscot
@lassielmr
@stvcolin
@scotgov
@nicolejunemcka1
@johnstanners

Top Replied-To in G6:
@garrycoutts
@heathermorven
@permsecscot
@ozymandias1817

Top Replied-To in G7:
@stvnews

Top Replied-To in G8:
@permsecscot

Top Mentioned
Top Mentioned in Entire Graph:
@scotgov
@permsecscot
@nicolasturgeon
@bbcphilipsim
@gdog2010_john
@aileenmcharg
@alexsalmond
@childofalba
@johnstanners
@gillgsco4ever

Top Mentioned in G1:
@scotgov
@permsecscot
@aileenmcharg
@childofalba
@afireinthenorth
@dunscaich
@slimshady1961
@gdog2010_john
@mckinlay_liz
@wolfielonesome

Top Mentioned in G2:
@scotgov
@permsecscot
@gdog2010_john
@mediaweasel
@childofalba
@gerrycan1
@wolfielonesome
@navynotnuclear
@scotskat
@nevermindhen

Top Mentioned in G3:
@permsecscot
@scotgov
@nicolasturgeon
@alexsalmond
@gillgsco4ever
@stvcolin
@anapier2067
@childofalba
@johnstanners
@aileenmcharg

Top Mentioned in G4:
@scotgov
@permsecscot
@andrewlearmonth
@gabel4scotland
@dantew28mcbot
@gdog2010_john
@buggerlepanda
@pdt10
@atforsyth
@nevermindhen

Top Mentioned in G5:
@permsecscot
@bbcphilipsim
@scotgov
@johnstanners
@alexsalmond
@bryan_brbennett
@nicolasturgeon
@stvcolin
@bjcruickshank
@perm

Top Mentioned in G6:
@scotgov
@permsecscot
@ozymandias1817
@garrycoutts
@pilaraymara
@mae_carson2
@aileenmcharg
@lassielmr
@katepotts11
@bbcphilipsim

Top Mentioned in G7:
@jaggymac
@permsecscot
@bbcradioscot
@bbcscotlandnews
@stvnews

Top Mentioned in G8:
@angrysalmond
@scotgov

Top Mentioned in G9:
@athomsonkinross

Top Mentioned in G10:
@neilburgh

Top Tweeters
Top Tweeters in Entire Graph:
@isthisab0t
@gracemurphy2
@mae_carson2
@rattlecans
@tighnacoille
@casper10666
@mckinlay_liz
@chicgibson
@mrmalky
@childofalba

Top Tweeters in G1:
@rattlecans
@tighnacoille
@mckinlay_liz
@petermccue1
@jmjohnpj
@frank_mcginnis
@snapdragon6469
@brown666w
@brwombat
@myviewontopic

Top Tweeters in G2:
@casper10666
@mrmalky
@childofalba
@waco61
@shoolyboo
@bmc875
@gordondunsmuir
@valerierooney1
@buggerlepanda
@mediaweasel

Top Tweeters in G3:
@isthisab0t
@1gkh
@davidwcummins
@vfreebirdv
@_mozza_
@isslater
@sylv_taylor
@leaskyht
@grattontony
@bjcruickshank

Top Tweeters in G4:
@c1christine
@ts_3502
@gturner1969
@berthanpete
@angusmacneilsnp
@peatworrier
@deescattered
@liz6153
@farrochie
@dantew28mcbot

Top Tweeters in G5:
@gracemurphy2
@carolmacqueen
@deasbad
@jikdmmen
@johnstanners
@bryan_brbennett
@67twcowan
@goldfinch1952
@tweetvillebobo
@grouse_beater

Top Tweeters in G6:
@mae_carson2
@chicgibson
@pilaraymara
@clarknat
@ferguson2811
@katepotts11
@iccjock06
@davemck09320345
@lassielmr
@jafurn50

Top Tweeters in G7:
@stvnews
@christinamclar1
@bbcscotlandnews
@bbcradioscot
@scotland_good
@shylassie658
@jaggymac
@amorebrexit
@tartan_queen
@gweilch4

Top Tweeters in G8:
@hairandbeardguy
@lindatollan
@angrysalmond
@george99210504
@doggartstevie

Top Tweeters in G9:
@janetmcwee
@athomsonkinross
@orryblue
@27worthy

Top Tweeters in G10:
@neilburgh
@allskipsabout
@outuk_ineu