#nodexl, Twitter, 1/31/2020 6:36:00 PM, 220453


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#nodexl Twitter NodeXL SNA Map and Report for Friday, 31 January 2020 at 18:33 UTC
#nodexl Twitter NodeXL SNA Map and Report for Friday, 31 January 2020 at 18:33 UTC
From:
docassar
Uploaded on:
January 31, 2020
Short Description:
#nodexl via NodeXL http://bit.ly/2SapOL1
@marc_smith
@darbyacademy_
@vivianfrancos
@nodexl
@mihkal
@mindtrek_
@lizapotts
@thartman2u
@scottdempwolf
@benbendc

Top hashtags:
#nodexl
#smartdatasprint
#twitter
#socialmedia
#journalism
#analytics
#tscw2020
#ai
#finserv

Description:
Description
The graph represents a network of 50 Twitter users whose recent tweets contained "#nodexl", 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 Friday, 31 January 2020 at 18:34 UTC.

The tweets in the network were tweeted over the 7-day, 2-hour, 16-minute period from Friday, 24 January 2020 at 10:35 UTC to Friday, 31 January 2020 at 12:51 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 : 50
Unique Edges : 86
Edges With Duplicates : 19
Total Edges : 105
Number of Edge Types : 5
MentionsInRetweet : 59
Mentions : 37
Replies to : 2
Tweet : 6
Retweet : 1
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0229885057471264
Reciprocated Edge Ratio : 0.0449438202247191
Connected Components : 8
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 40
Maximum Edges in a Connected Component : 94
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.677379
Graph Density : 0.0363265306122449
Modularity : 0.460317
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 50 Twitter users whose recent tweets contained "#nodexl", 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 Friday, 31 January 2020 at 18:34 UTC.

The tweets in the network were tweeted over the 7-day, 2-hour, 16-minute period from Friday, 24 January 2020 at 10:35 UTC to Friday, 31 January 2020 at 12:51 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 : #nodexl
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220438
[3] https://www.zdnet.com/article/mapping-twitter-users-and-topics-with-nodexl/
[3] https://twinybots.ch/
[3] http://snip.ly/bii8aa
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220333
[1] http://snip.ly/yeghqm
[1] https://vivianfrancos.com/nodexl-multitudes-polarizadas-y-sus-conversaciones-en-twitter/
[1] http://nodexlgraphgallery.org/Pages/Registration.aspx

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220438
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220333

Top URLs in Tweet in G2:
[1] http://snip.ly/yeghqm

Top URLs in Tweet in G4:
[1] https://www.zdnet.com/article/mapping-twitter-users-and-topics-with-nodexl/

Top URLs in Tweet in G5:
[2] https://www.zdnet.com/article/mapping-twitter-users-and-topics-with-nodexl/
[1] https://twinybots.ch/
[1] http://snip.ly/bii8aa
[1] http://nodexlgraphgallery.org/Pages/Registration.aspx
[1] https://vivianfrancos.com/nodexl-multitudes-polarizadas-y-sus-conversaciones-en-twitter/

Top URLs in Tweet in G7:
[2] https://twinybots.ch/
[2] http://snip.ly/bii8aa

Top Domains
Top Domains in Tweet in Entire Graph:
[5] nodexlgraphgallery.org
[4] snip.ly
[3] zdnet.com
[3] twinybots.ch
[1] vivianfrancos.com

Top Domains in Tweet in G1:
[4] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[1] snip.ly

Top Domains in Tweet in G4:
[1] zdnet.com

Top Domains in Tweet in G5:
[2] zdnet.com
[1] twinybots.ch
[1] snip.ly
[1] nodexlgraphgallery.org
[1] vivianfrancos.com

Top Domains in Tweet in G7:
[2] twinybots.ch
[2] snip.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] nodexl
[11] smartdatasprint
[11] twitter
[8] socialmedia
[8] journalism
[8] analytics
[8] tscw2020
[6] ai
[4] finserv
[3] bigdata_2020



Top Hashtags in Tweet in G1:
[10] smartdatasprint
[8] nodexl
[2] digitalmethods
[2] aau
[2] givemealltheimages
[2] downthemall
[2] socialmedia
[2] journalism
[2] analytics
[2] twitter

Top Hashtags in Tweet in G2:
[2] cybertechglobal
[1] cybertechtlv
[1] nodexl
[1] cybersecurity
[1] cybertech
[1] telaviv

Top Hashtags in Tweet in G3:
[6] socialmedia
[6] journalism
[6] analytics
[6] nodexl
[6] twitter
[6] tscw2020
[1] smartdatasprint

Top Hashtags in Tweet in G4:
[3] nodexl

Top Hashtags in Tweet in G5:
[5] nodexl
[3] twitter
[1] bigdata_2020
[1] bigdata
[1] hashtag
[1] seohashtag
[1] pew
[1] storytelling
[1] content
[1] mapping

Top Hashtags in Tweet in G6:
[6] ai
[4] finserv
[3] ecommerce
[3] fintech
[3] eshop
[3] edelivery
[2] cx
[1] iot
[1] customerexperience
[1] edtech

Top Hashtags in Tweet in G7:
[2] bigdata_2020
[2] bigdata
[2] nodexl

Top Words
Top Words in Tweet in Entire Graph:
[9] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[664] Non-categorized Words
[673] Total Words
[34] #nodexl
[16] nodexl
[13] #smartdatasprint
[13] marc_smith
[11] #twitter

Top Words in Tweet in G1:
[15] nodexl
[13] #nodexl
[12] #smartdatasprint
[9] marc_smith
[8] inovamedialab
[5] using
[4] jannajoceli
[4] riederb
[4] nova_fcsh
[4] ihc_fcsh

Top Words in Tweet in G2:
[2] #cybertechglobal

Top Words in Tweet in G3:
[7] #nodexl
[6] next
[6] mindtrek_
[6] mihkal
[6] session
[6] #socialmedia
[6] #journalism
[6] #analytics
[6] #twitter
[6] #tscw2020

Top Words in Tweet in G4:
[3] great
[3] article
[3] using
[3] #nodexl
[3] understand
[3] hashtag
[3] discussions
[3] twitter
[3] marc_smith
[3] hcil_umd

Top Words in Tweet in G5:
[5] #nodexl
[3] #twitter

Top Words in Tweet in G6:
[6] #finserv
[6] #ai
[6] #cx
[3] mother
[3] ship
[3] giving
[3] birth
[3] ty
[3] univercurious
[3] enricomolinari

Top Words in Tweet in G7:
[2] #bigdata_2020
[2] 01
[2] 22_07
[2] 09
[2] 40
[2] xlsx
[2] #bigdata
[2] #nodexl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] next,mindtrek_
[8] mindtrek_,mihkal
[8] mihkal,session
[8] session,#socialmedia
[8] #socialmedia,#journalism
[8] #journalism,#analytics
[8] #analytics,#nodexl
[8] #nodexl,#twitter
[8] #twitter,#tscw2020
[5] second,round

Top Word Pairs in Tweet in G1:
[4] #smartdatasprint,nodexl
[4] riederb,nova_fcsh
[4] top,hashtags
[4] hashtags,#smartdatasprint
[4] #smartdatasprint,#digitalmethods
[4] #aau,#givemealltheimages
[4] #givemealltheimages,#downthemall
[4] second,round
[4] round,practical
[4] practical,labs

Top Word Pairs in Tweet in G3:
[6] next,mindtrek_
[6] mindtrek_,mihkal
[6] mihkal,session
[6] session,#socialmedia
[6] #socialmedia,#journalism
[6] #journalism,#analytics
[6] #analytics,#nodexl
[6] #nodexl,#twitter
[6] #twitter,#tscw2020

Top Word Pairs in Tweet in G4:
[3] great,article
[3] article,using
[3] using,#nodexl
[3] #nodexl,understand
[3] understand,hashtag
[3] hashtag,discussions
[3] discussions,twitter
[3] twitter,marc_smith
[3] marc_smith,hcil_umd
[3] hcil_umd,umdcs

Top Word Pairs in Tweet in G6:
[3] mother,ship
[3] ship,giving
[3] giving,birth
[3] birth,ty
[3] ty,univercurious
[3] univercurious,enricomolinari
[3] enricomolinari,#ecommerce
[3] #ecommerce,#fintech
[3] #fintech,#eshop
[3] #eshop,#finserv

Top Word Pairs in Tweet in G7:
[2] #bigdata_2020,01
[2] 01,22_07
[2] 22_07,09
[2] 09,40
[2] 40,xlsx
[2] xlsx,#bigdata
[2] #bigdata,#nodexl

Top Replied-To
Top Replied-To in Entire Graph:
@nodexl

Top Replied-To in G1:
@nodexl

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@inovamedialab
@nodexl
@mindtrek_
@mihkal
@meindl_benjamin
@jannajoceli
@riederb
@nova_fcsh
@ihc_fcsh

Top Mentioned in G1:
@marc_smith
@inovamedialab
@nodexl
@jannajoceli
@riederb
@nova_fcsh
@ihc_fcsh
@meindl_benjamin
@tommasoventurin
@miuxapop

Top Mentioned in G2:
@id_cybertech
@vivianfrancos
@cybersec_feeds
@darbyacademy_
@cybersixgill
@artbeesco
@artbees
@icyberfighter
@taurigemma
@mktgenvy

Top Mentioned in G3:
@mindtrek_
@mihkal
@marc_smith
@nodexl
@meindl_benjamin
@inovamedialab

Top Mentioned in G4:
@marc_smith
@hcil_umd
@umdcs

Top Mentioned in G6:
@univercurious
@enricomolinari

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@tais_so
@mgmglobal
@vivianfrancos
@lizapotts
@thartman2u
@enricomolinari
@miuxapop
@was3210
@cornichecorp

Top Tweeters in G1:
@tais_so
@lizapotts
@thartman2u
@miuxapop
@was3210
@marc_smith
@nodexl
@ihc_fcsh
@nova_fcsh
@riederb

Top Tweeters in G2:
@cybersec_feeds
@vivianfrancos
@icyberfighter
@mktgenvy
@darbyacademy_
@id_cybertech
@cybersixgill
@taurigemma
@artbees
@artbeesco

Top Tweeters in G3:
@mihkal
@mindtrek_
@connectedaction
@smr_foundation
@ai_hub_tampere
@nodexl_mktng
@digitalspacelab

Top Tweeters in G4:
@umdcs
@scottdempwolf
@benbendc
@taharmouloud1
@hcil_umd

Top Tweeters in G5:
@cornichecorp
@dr_who
@onbrm
@seohashtag
@narennagpal

Top Tweeters in G6:
@enricomolinari
@theghettojoker
@univercurious

Top Tweeters in G7:
@mgmglobal
@decisionssmart