dazaviz OR datavis, Twitter, 5/20/2022 4:25:03 PM, 276714


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dazaviz OR datavis Twitter NodeXL SNA Map and Report for Friday, 20 May 2022 at 13:12 UTC
dazaviz OR datavis Twitter NodeXL SNA Map and Report for Friday, 20 May 2022 at 13:12 UTC
From:
SMRFoundation
Uploaded on:
May 20, 2022
Short Description:
dazaviz OR datavis via NodeXL https://bit.ly/3Gcm2cI
@

Top hashtags:
#ai
#datavis
#javascript
#python
#fintech
#insurtech
#flutter
#devops
#infosec
#iot

Description:
Description
The graph represents a network of 147 Twitter users whose recent tweets contained "dazaviz OR datavis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Friday, 20 May 2022 at 13:24 UTC.

The tweets in the network were tweeted over the 19-hour, 44-minute period from Thursday, 19 May 2022 at 17:21 UTC to Friday, 20 May 2022 at 13:06 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 : 147
Unique Edges : 571
Edges With Duplicates : 1874
Total Edges : 2445
Number of Edge Types : 5
Tweet : 22
Mentions : 160
Retweet : 990
MentionsInRetweet : 973
Replies to : 300
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0306818181818182
Reciprocated Edge Ratio : 0.0595369349503859
Connected Components : 7
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 134
Maximum Edges in a Connected Component : 2432
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.20815
Graph Density : 0.0422607399124033
Modularity : 0.150256
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 147 Twitter users whose recent tweets contained "dazaviz OR datavis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Friday, 20 May 2022 at 13:24 UTC.

The tweets in the network were tweeted over the 19-hour, 44-minute period from Thursday, 19 May 2022 at 17:21 UTC to Friday, 20 May 2022 at 13:06 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : dazaviz OR datavis
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[49] https://twitter.com/postcardpfv/status/1527377175758143488
[44] https://twitter.com/Mobile_Morgue/status/1471233129692213249
[42] https://twitter.com/enter_entendre/status/1516025786972704779
[32] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[29] https://twitter.com/eighth_mile/status/1425247258061287424
[25] https://centeridentity.com/
[24] https://twitter.com/EmergingExit/status/1480070644163387392
[22] https://twitter.com/PenmanshipP/status/1514486676441161737
[21] https://twitter.com/eighth_mile/status/1424827341671391233
[20] https://twitter.com/KIIARA/status/1484353479082594309

Top URLs in Tweet in G1:
[29] https://twitter.com/postcardpfv/status/1527377175758143488
[28] https://twitter.com/enter_entendre/status/1516025786972704779
[17] https://twitter.com/Mobile_Morgue/status/1471233129692213249
[15] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[11] https://twitter.com/GalaxyKiiara/status/1483179696971989005
[11] https://twitter.com/KIIARA/status/1484353479082594309
[10] https://twitter.com/eve_minor/status/1506064802203910145
[8] https://twitter.com/PenmanshipP/status/1514486676441161737
[8] https://twitter.com/eighth_mile/status/1425247258061287424
[8] https://twitter.com/eighth_mile/status/1424827341671391233

Top URLs in Tweet in G2:
[26] https://twitter.com/Mobile_Morgue/status/1471233129692213249
[9] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[8] https://twitter.com/PenmanshipP/status/1514486676441161737
[8] https://www.youtube.com/watch?v=1BdUa8U0kDs&feature=youtu.be

[8] https://www.instagram.com/unscripted_dual_diagnosed?igshid=YmMyMTA2M2Y=
[8] https://twitter.com/eighth_mile/status/1425247258061287424
[7] https://www.youtube.com/watch?v=jfobiCq0YUc&feature=youtu.be

[7] https://twitter.com/supimbianca/status/1499231208063922181
[6] https://twitter.com/Enter_Entendre/status/1515207544217735168
[6] https://twitter.com/enter_entendre/status/1516025786972704779

Top URLs in Tweet in G3:
[15] https://centeridentity.com/
[10] https://twitter.com/eighth_mile/status/1425247258061287424
[9] https://twitter.com/postcardpfv/status/1527377175758143488
[8] https://twitter.com/eighth_mile/status/1424827341671391233
[3] https://twitter.com/eighth_mile/status/1474509774331031563
[3] https://twitter.com/KIIARA/status/1472976548252643328
[3] https://twitter.com/EmergingExit/status/1480070644163387392
[2] https://twitter.com/rooseveltwooden/status/1478849553713582081
[2] https://twitter.com/enter_entendre/status/1516025786972704779
[1] https://twitter.com/elijahkylemusic/status/1479999776468963334

Top URLs in Tweet in G4:
[10] https://twitter.com/EmergingExit/status/1480070644163387392
[7] https://distrokid.com/hyperfollow/savannahrae1/little-soldier?utm_source=SendGrid&utm_medium=Email+&utm_campaign=website
[7] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[6] https://twitter.com/EmergingExit/status/1480065502567350274
[6] https://twitter.com/elijahkylemusic/status/1479999776468963334
[6] https://twitter.com/enter_entendre/status/1516025786972704779
[6] https://twitter.com/postcardpfv/status/1527377175758143488
[5] https://twitter.com/PenmanshipP/status/1514486676441161737
[5] https://www.youtube.com/watch?v=jfobiCq0YUc&feature=youtu.be

[5] https://twitter.com/emergingexit/status/1480065502567350274

Top URLs in Tweet in G5:
[2] https://analysisfunction.civilservice.gov.uk/blog/data-vis-and-accessibility-links-to-content-and-answers-to-questions/

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=r9eQth4Q5jg&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://datavis.nisra.gov.uk/vitalstatistics/weekly-deaths-dashboard.html

Top Domains
Top Domains in Tweet in Entire Graph:
[744] twitter.com
[48] youtube.com
[25] centeridentity.com
[15] distrokid.com
[14] instagram.com
[13] soundcloud.com
[3] gov.uk

Top Domains in Tweet in G1:
[319] twitter.com
[14] youtube.com
[6] soundcloud.com
[6] centeridentity.com
[5] distrokid.com
[4] instagram.com

Top Domains in Tweet in G2:
[219] twitter.com
[21] youtube.com
[8] instagram.com
[5] soundcloud.com
[2] distrokid.com
[1] centeridentity.com

Top Domains in Tweet in G3:
[52] twitter.com
[15] centeridentity.com
[1] distrokid.com
[1] soundcloud.com

Top Domains in Tweet in G4:
[154] twitter.com
[11] youtube.com
[7] distrokid.com
[3] centeridentity.com
[2] instagram.com
[1] soundcloud.com

Top Domains in Tweet in G5:
[2] gov.uk

Top Domains in Tweet in G9:
[2] youtube.com

Top Domains in Tweet in G10:
[1] gov.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1230] ai
[1123] datavis
[1106] javascript
[1103] python
[1103] fintech
[1102] insurtech
[1080] flutter
[1069] devops
[1065] infosec
[1052] iot



Top Hashtags in Tweet in G1:
[486] ai
[444] datavis
[443] javascript
[441] python
[441] fintech
[441] insurtech
[437] flutter
[430] devops
[429] infosec
[419] security

Top Hashtags in Tweet in G2:
[385] ai
[354] datavis
[353] python
[353] javascript
[346] iot
[345] wordpress
[345] devops
[345] flutter
[343] html
[342] infosec

Top Hashtags in Tweet in G3:
[88] fintech
[88] insurtech
[85] finserv
[79] ai
[77] datavis
[76] javascript
[76] python
[74] devops
[74] flutter
[72] tensorflow

Top Hashtags in Tweet in G4:
[280] ai
[241] datavis
[236] fintech
[235] insurtech
[234] javascript
[233] python
[227] iot
[224] wordpress
[224] flutter
[223] infosec

Top Hashtags in Tweet in G5:
[2] analysisingovernmentmonth
[2] accessibility
[2] datavis
[2] gaad2022

Top Hashtags in Tweet in G6:
[2] urbaninformatics
[2] a11y
[2] datavis

Top Hashtags in Tweet in G8:
[3] todayinhistory
[3] datavis
[3] historicaldatavis
[3] onthisday
[3] otd
[2] rstats

Top Words
Top Words in Tweet in Entire Graph:
[1233] #ai
[1148] #datavis
[1128] #javascript
[1125] #python
[1106] #fintech
[1105] #insurtech
[1105] #flutter
[1094] #devops
[1068] #infosec
[1064] #security

Top Words in Tweet in G1:
[487] #ai
[451] #datavis
[449] #javascript
[447] #python
[444] #flutter
[442] #fintech
[442] #insurtech
[437] #devops
[430] #infosec
[426] #security

Top Words in Tweet in G2:
[387] #ai
[357] #datavis
[354] #python
[354] #javascript
[348] #devops
[348] #flutter
[347] #wordpress
[346] #iot
[345] #html
[344] #infosec

Top Words in Tweet in G3:
[89] #datavis
[88] #fintech
[88] #insurtech
[88] #javascript
[88] #python
[86] #devops
[86] #flutter
[85] #finserv
[84] #tensorflow
[79] #ai

Top Words in Tweet in G4:
[280] #ai
[244] #datavis
[237] #javascript
[236] #python
[236] #fintech
[235] #insurtech
[227] #iot
[227] #flutter
[225] #tensorflow
[224] #wordpress

Top Words in Tweet in G5:
[2] fantastic
[2] day
[2] #analysisingovernmentmonth
[2] events
[2] chat
[2] bar
[2] busy
[2] during
[2] morning
[2] #accessibility

Top Words in Tweet in G6:
[4] hci
[2] hi
[2] industry
[2] job
[2] market
[2] research
[2] postdoc
[2] roles
[2] interdisciplinary
[2] phd

Top Words in Tweet in G7:
[2] ux

Top Words in Tweet in G8:
[4] data
[3] #todayinhistory
[3] #datavis
[3] #historicaldatavis
[3] #onthisday
[3] #otd
[3] 20
[3] first
[2] 1796
[2] adolphe

Top Words in Tweet in G9:
[2] use
[2] remedybg
[2] debugging
[2] instead
[2] visual
[2] studio
[2] dramatically
[2] smaller
[2] faster
[2] more

Top Words in Tweet in G10:
[2] dashboard
[2] weekly
[2] updated

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1006] #fintech,#insurtech
[972] #wordpress,#security
[962] #javascript,#reactjs
[951] #mlops,#flutter
[951] #flutter,#html
[950] #reactjs,#wordpress
[946] #datavis,#infosec
[936] #html,#azure
[928] #tensorflow,#datavis
[920] #iot,#iiot

Top Word Pairs in Tweet in G1:
[387] #fintech,#insurtech
[385] #mlops,#flutter
[385] #flutter,#html
[383] #wordpress,#security
[378] #html,#azure
[374] #datavis,#infosec
[373] #javascript,#reactjs
[369] #reactjs,#wordpress
[366] #tensorflow,#datavis
[362] #iot,#iiot

Top Word Pairs in Tweet in G2:
[325] #javascript,#reactjs
[325] #wordpress,#security
[323] #fintech,#insurtech
[321] #reactjs,#wordpress
[321] #datavis,#infosec
[319] #mlops,#flutter
[319] #flutter,#html
[314] #html,#azure
[311] #tensorflow,#datavis
[309] #security,#defi

Top Word Pairs in Tweet in G3:
[73] #fintech,#insurtech
[63] #finserv,#marketing
[58] #iot,#iiot
[55] #javascript,#reactjs
[52] #reactjs,#wordpress
[52] #wordpress,#security
[51] #insurtech,#ai
[50] #security,#defi
[50] #datavis,#infosec
[50] #mlops,#flutter

Top Word Pairs in Tweet in G4:
[223] #fintech,#insurtech
[212] #wordpress,#security
[209] #javascript,#reactjs
[208] #reactjs,#wordpress
[203] #tensorflow,#datavis
[201] #datavis,#infosec
[201] #insurtech,#ai
[197] #mlops,#flutter
[197] #flutter,#html
[196] #iot,#iiot

Top Word Pairs in Tweet in G5:
[2] fantastic,day
[2] day,#analysisingovernmentmonth
[2] #analysisingovernmentmonth,events
[2] events,chat
[2] chat,bar
[2] bar,busy
[2] busy,during
[2] during,morning
[2] morning,#accessibility
[2] #accessibility,#datavis

Top Word Pairs in Tweet in G6:
[2] hi,industry
[2] industry,job
[2] job,market
[2] market,hci
[2] hci,research
[2] research,postdoc
[2] postdoc,roles
[2] roles,interdisciplinary
[2] interdisciplinary,phd
[2] phd,researcher

Top Word Pairs in Tweet in G8:
[3] #todayinhistory,#datavis
[3] #datavis,#historicaldatavis
[3] #historicaldatavis,#onthisday
[3] #onthisday,#otd
[3] #otd,20
[2] 20,1796
[2] 1796,adolphe
[2] adolphe,d'angeville
[2] d'angeville,born
[2] born,lompnes

Top Word Pairs in Tweet in G9:
[2] use,remedybg
[2] remedybg,debugging
[2] debugging,instead
[2] instead,visual
[2] visual,studio
[2] studio,dramatically
[2] dramatically,smaller
[2] smaller,faster
[2] faster,more
[2] more,flexible

Top Replied-To
Top Replied-To in Entire Graph:
@shadyrecords
@kiiara
@mamasmatter2
@shadytimes
@menstraulm
@lyrical_acrobat
@kingblitzmusic
@charvezy1
@itsoknottobegay

Top Replied-To in G1:
@shadyrecords
@kiiara
@mamasmatter2
@itsoknottobegay
@menstraulm
@shadytimes
@crookedintriago
@lyrical_acrobat
@charvezy1

Top Replied-To in G2:
@mamasmatter2
@kiiara
@shadytimes
@shadyrecords
@lyrical_acrobat
@omarioonn
@filmsshady
@kingblitzmusic
@menstraulm

Top Replied-To in G3:
@kiiara
@shadyrecords

Top Replied-To in G4:
@kiiara
@mamasmatter2
@shadyrecords
@menstraulm
@shadytimes
@charvezy1
@kingblitzmusic
@eminem_pro
@loveangel4evr

Top Mentioned
Top Mentioned in Entire Graph:
@kiiara
@eminem
@thesavannahrae
@mamasmatter2
@menstraulm
@supimbianca
@eighth_mile
@rosenberg
@stenciled_by_em
@tacobell

Top Mentioned in G1:
@kiiara
@eminem
@thesavannahrae
@mamasmatter2
@menstraulm
@rosenberg
@eighth_mile
@supimbianca
@itsoknottobegay
@stenciled_by_em

Top Mentioned in G2:
@kiiara
@eminem
@thesavannahrae
@mamasmatter2
@supimbianca
@menstraulm
@eighth_mile
@stenciled_by_em
@tacobell
@rosenberg

Top Mentioned in G3:
@kiiara
@thesavannahrae
@ellipsi_music
@configa
@eminem
@time
@youtube
@2002kyline
@emergingexit

Top Mentioned in G4:
@kiiara
@eminem
@thesavannahrae
@menstraulm
@mamasmatter2
@emergingexit
@supimbianca
@eighth_mile
@penmanshipp
@itsoknottobegay

Top Mentioned in G5:
@statshan

Top Mentioned in G6:
@uwcse

Top Mentioned in G7:
@mspowerbi

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@dhinakaranrajan
@codernotesbot
@fabriciosx
@tacobell
@opensource_orgs

Top Tweeters in G1:
@fabriciosx
@calcaware
@rahul05ranjan
@goaidev
@botfemale
@_reactdev
@py_data_sci
@sprint_code
@flutterbyamey
@grigorkh

Top Tweeters in G2:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@dhinakaranrajan
@tacobell
@santchiweb
@thecuriousluke
@pythonroboto

Top Tweeters in G3:
@codernotesbot
@education_24x7
@time
@fullnam35087976
@configa
@shybot7
@jsfairy
@lifegeegs
@realrubberduck1
@ellipsi_music

Top Tweeters in G4:
@opensource_orgs
@fintechna
@xeronbot
@wil_bielert
@rap_thesaurus
@soul_dispatch
@binary_language
@eminem_pro
@emergingexit
@charvezy1

Top Tweeters in G5:
@gov_analysis
@commsjacqui
@statshan

Top Tweeters in G6:
@urwithajit9
@uwcse
@manaswisaha

Top Tweeters in G7:
@movito
@mspowerbi

Top Tweeters in G8:
@rstatstweet
@datavisfriendly

Top Tweeters in G9:
@cmuratori
@kamelito

Top Tweeters in G10:
@nisra


Tags:

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