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#computerhistory_2019-08-13_08-07-08.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
August 13, 2019
Description:
Description
The graph represents a network of 240 Twitter users whose recent tweets contained "#computerhistory", 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, 13 August 2019 at 15:07 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 20-minute period from Sunday, 04 August 2019 at 17:26 UTC to Tuesday, 13 August 2019 at 13:46 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 : 240
Unique Edges : 601
Edges With Duplicates : 95
Total Edges : 696
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.0016260162601626
Reciprocated Edge Ratio : 0.00324675324675325
Connected Components : 13
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 127
Maximum Edges in a Connected Component : 498
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.921323
Graph Density : 0.0107391910739191
Modularity : 0.397517
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://m.facebook.com/story.php?story_fbid=1607875739347732&id=199671133501540
[3] https://m.facebook.com/story.php?story_fbid=1629973183804654&id=199671133501540
[3] https://m.facebook.com/story.php?story_fbid=1607890179346288&id=199671133501540
[3] https://www.apuliaretrocomputing.it/wordpress/?product=pla-sostitutiva-per-commodore-64
[2] https://m.facebook.com/story.php?story_fbid=1607889026013070&id=199671133501540
[1] https://www.ibm.com/ibm/history/ibm100/us/en/icons/personalcomputer/
[1] https://twitter.com/evankirstel/status/1160950925357441027
[1] https://muse.jhu.edu/article/712112
[1] https://cacm.acm.org/magazines/2019/8/238347-the-history-of-digital-spam/fulltext
[1] http://www.cbi.umn.edu/newsletter/article5.html

Top URLs in Tweet in G1:
[1] https://www.ibm.com/ibm/history/ibm100/us/en/icons/personalcomputer/

Top URLs in Tweet in G3:
[4] https://m.facebook.com/story.php?story_fbid=1607875739347732&id=199671133501540
[3] https://m.facebook.com/story.php?story_fbid=1629973183804654&id=199671133501540
[3] https://www.apuliaretrocomputing.it/wordpress/?product=pla-sostitutiva-per-commodore-64
[3] https://m.facebook.com/story.php?story_fbid=1607890179346288&id=199671133501540
[2] https://m.facebook.com/story.php?story_fbid=1607889026013070&id=199671133501540

Top URLs in Tweet in G5:
[1] https://twitter.com/evankirstel/status/1160950925357441027

Top URLs in Tweet in G6:
[1] https://www.facebook.com/Linda.Hall.Library
[1] https://livestream.com/lindahall/analogcomputing
[1] https://twitter.com/dag_spicer/status/1159478074821320704

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=YwgAMJ1vBV4


Top URLs in Tweet in G9:
[1] https://blog.msimanchester.org.uk/tag/baby/?platform=hootsuite

Top Domains
Top Domains in Tweet in Entire Graph:
[13] facebook.com
[3] twitter.com
[3] apuliaretrocomputing.it
[1] ibm.com
[1] jhu.edu
[1] acm.org
[1] umn.edu
[1] org.uk
[1] medium.com
[1] livestream.com

Top Domains in Tweet in G1:
[1] ibm.com

Top Domains in Tweet in G3:
[12] facebook.com
[3] apuliaretrocomputing.it

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

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

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

Top Domains in Tweet in G9:
[1] org.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] ibmpcday
[122] retrotrio
[117] intel
[44] computerhistory
[41] atari
[31] commodore
[27] sinclair
[25] nintendo
[25] gameboy
[24] zxspectrum



Top Hashtags in Tweet in G1:
[119] ibmpcday
[117] intel
[5] computerhistory
[4] flashback
[1] apple

Top Hashtags in Tweet in G2:
[122] retrotrio
[37] atari
[25] sinclair
[25] nintendo
[25] gameboy
[20] vectrex
[20] snk
[20] neogeo
[17] zxspectrum
[17] commodore

Top Hashtags in Tweet in G3:
[14] commodore
[12] apple
[11] tech
[11] microsoft
[10] technology
[8] retrogaming
[7] retrocomputer
[7] computerhistory
[7] zxspectrum
[6] nerd

Top Hashtags in Tweet in G4:
[5] chernobyl
[1] computerhistory
[1] 8k

Top Hashtags in Tweet in G5:
[4] ibmpcday
[4] flashback
[4] computerhistory
[1] supercomputers
[1] quantumcomputing

Top Hashtags in Tweet in G6:
[2] histstm
[2] computerhistory
[1] lhllive

Top Hashtags in Tweet in G7:
[1] cosenza
[1] miai
[1] musif
[1] computerart
[1] computerhistory
[1] comics
[1] frigidaire
[1] 80s

Top Hashtags in Tweet in G8:
[1] vcfwest
[1] vintagecomputers
[1] apple1
[1] computerhistory
[1] retro

Top Hashtags in Tweet in G9:
[4] bornthisday
[1] computerhistory
[1] localhistory

Top Hashtags in Tweet in G10:
[1] retrocomputing
[1] computerhistory
[1] retrogaming
[1] bilgisayarmuzesi

Top Words
Top Words in Tweet in Entire Graph:
[118] Words in Sentiment List#1: Positive
[4] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8829] Non-categorized Words
[8951] Total Words
[291] #computerhistory
[140] #retrocomputing
[127] ibm
[124] today
[124] s

Top Words in Tweet in G1:
[121] #computerhistory
[119] ibm
[119] #ibmpcday
[119] #flashback
[118] 38
[118] years
[118] ago
[118] intelbusiness
[118] intel
[117] released

Top Words in Tweet in G2:
[124] s
[122] today
[122] #retrotrio
[122] keep
[122] friend
[122] #retrocomputing
[122] #computerhistory
[103] #retrogaming
[100] #videogames
[80] gifted

Top Words in Tweet in G3:
[19] #commodore
[19] #computerhistory
[19] #zxspectrum
[15] #retrocomputer
[15] #retro
[15] #geek
[15] #retrocomputing
[15] #vintage
[15] #retrogaming
[12] #apple

Top Words in Tweet in G4:
[5] visited
[5] #chernobyl
[5] nuclear
[5] power
[5] plant
[5] 8
[5] times
[5] now
[5] until
[5] trip

Top Words in Tweet in G5:
[4] walking
[4] down
[4] memory
[4] lane
[4] 38
[4] years
[4] ago
[4] ibm
[4] #ibmpcday
[4] #flashback

Top Words in Tweet in G6:
[2] heads
[2] up
[2] #histstm
[2] #computerhistory
[2] friends
[2] tonight
[2] lindahall_org
[2] hosts
[2] talk
[2] analog

Top Words in Tweet in G7:
[8] il
[8] di
[4] giovanotti
[4] mondani
[4] meccanici
[4] primo
[4] fumetto
[4] realizzato
[4] computer
[4] nel

Top Words in Tweet in G9:
[4] #bornthisday
[4] tom
[4] kilburn
[4] 1921
[4] 2001
[4] co
[4] developer
[4] world's
[4] first
[4] stored

Top Words in Tweet in G10:
[6] oric
[3] atmos
[3] tangerine
[3] computer
[3] systems'in
[3] 1'den
[3] sonra
[3] profesyonel
[3] klavye
[3] ve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[125] #retrocomputing,#computerhistory
[123] #flashback,#computerhistory
[122] 38,years
[122] years,ago
[122] ago,ibm
[122] today,s
[122] s,#retrotrio
[117] ibm,released
[117] released,first
[117] first,pc

Top Word Pairs in Tweet in G1:
[119] #flashback,#computerhistory
[118] 38,years
[118] years,ago
[118] ago,ibm
[117] ibm,released
[117] released,first
[117] first,pc
[117] pc,powered
[117] powered,#intel
[117] #intel,8088

Top Word Pairs in Tweet in G2:
[122] today,s
[122] s,#retrotrio
[122] #retrocomputing,#computerhistory
[103] #computerhistory,#retrogaming
[100] #retrogaming,#videogames
[80] keep,gifted
[80] gifted,friend
[62] friend,delete
[57] history,#retrocomputing
[50] forever,#retrocomputing

Top Word Pairs in Tweet in G3:
[15] #retrocomputer,#retro
[15] #computerhistory,#geek
[15] #geek,#retrocomputing
[15] #zxspectrum,#vintage
[11] #tech,#commodore
[11] #commodore,#microsoft
[11] #microsoft,#technology
[11] #technology,#retrogaming
[11] #retrogaming,#nerd
[11] #nerd,#retrocomputer

Top Word Pairs in Tweet in G4:
[5] visited,#chernobyl
[5] #chernobyl,nuclear
[5] nuclear,power
[5] power,plant
[5] plant,8
[5] 8,times
[5] times,now
[5] now,until
[5] until,trip
[5] trip,visit

Top Word Pairs in Tweet in G5:
[4] walking,down
[4] down,memory
[4] memory,lane
[4] lane,38
[4] 38,years
[4] years,ago
[4] ago,ibm
[4] ibm,#ibmpcday
[4] #ibmpcday,#flashback
[4] #flashback,#computerhistory

Top Word Pairs in Tweet in G6:
[2] heads,up
[2] up,#histstm
[2] #histstm,#computerhistory
[2] #computerhistory,friends
[2] friends,tonight
[2] tonight,lindahall_org
[2] lindahall_org,hosts
[2] hosts,talk
[2] talk,analog
[2] analog,computing

Top Word Pairs in Tweet in G7:
[4] giovanotti,mondani
[4] mondani,meccanici
[4] meccanici,il
[4] il,primo
[4] primo,fumetto
[4] fumetto,realizzato
[4] realizzato,il
[4] il,computer
[4] computer,nel
[4] nel,1984

Top Word Pairs in Tweet in G9:
[4] #bornthisday,tom
[4] tom,kilburn
[4] kilburn,1921
[4] 1921,2001
[4] 2001,co
[4] co,developer
[4] developer,world's
[4] world's,first
[4] first,stored
[4] stored,program

Top Word Pairs in Tweet in G10:
[3] oric,atmos
[3] atmos,tangerine
[3] tangerine,computer
[3] computer,systems'in
[3] systems'in,oric
[3] oric,1'den
[3] 1'den,sonra
[3] sonra,profesyonel
[3] profesyonel,klavye
[3] klavye,ve

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ibm
@intelbusiness
@intel
@swretrocomp
@thomas_harrer
@ryanbares
@clmazin
@radioecology
@profmikewood
@red_cinema

Top Mentioned in G1:
@ibm
@intelbusiness
@intel
@stevewoz
@thomas_harrer
@ryanbares

Top Mentioned in G2:
@swretrocomp

Top Mentioned in G4:
@clmazin
@radioecology
@profmikewood
@red_cinema

Top Mentioned in G5:
@ibm
@intel
@intelbusiness
@thomas_harrer
@ryanbares

Top Mentioned in G6:
@lindahall_org
@coreyjmaley
@kunews

Top Mentioned in G7:
@tommaso_caruso

Top Mentioned in G8:
@apple
@vcfederation
@computerhistory
@dkottke

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@evankirstel
@lelkan
@l0b033
@edimosip
@kitsuagi
@projectreaper
@ene3112
@thevproyalstate
@jeffsheehan

Top Tweeters in G1:
@evankirstel
@lelkan
@edimosip
@ene3112
@jeffsheehan
@gquerci
@ucstrategies
@lynnea58
@uni1000yama1000
@rob_blogging

Top Tweeters in G2:
@l0b033
@kitsuagi
@projectreaper
@thevproyalstate
@nestel34
@princess_indigo
@billysastard1
@jazzysid
@8bitgrrl
@retrowebgame

Top Tweeters in G3:
@gamergeeknews
@sandrusmagister
@darkpand
@barbie_social
@woodenprof
@ruggio81
@gncvalente
@rexthedogge
@seabassthegreat
@outrun69

Top Tweeters in G4:
@kylejw7515
@zacr0
@clmazin
@yer_sf_gaints
@pgpimages
@profmikewood
@miguelonvld
@radioecology
@red_cinema

Top Tweeters in G5:
@mmorente
@yuhelenyu
@ramonvidall
@thomas_harrer
@ryanbares
@andy_wurm

Top Tweeters in G6:
@bhgross144
@kunews
@jason_w_dean
@lindahall_org
@coreyjmaley

Top Tweeters in G7:
@fanfani
@verdebinario
@det0une
@trasformatorio
@tommaso_caruso

Top Tweeters in G8:
@composerjk
@computerhistory
@vcfederation
@dkottke
@apple

Top Tweeters in G9:
@sim_manchester
@khattarkhattar
@joachim_huet
@katenicolson

Top Tweeters in G10:
@vigobronx
@commodoregentr
@bilgisayarmuze