#cybermindschat, Twitter, 3/21/2019 2:26:37 AM, 191121
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sichhunFinalProject.xlsx
sichhunFinalProject.xlsx
View an interactive version of this graph (experimental)
From:
sichhun
Uploaded on:
March 21, 2019
Short Description:
Autofill Columns:
Vertex Size = In-Degree Centrality
Vertex Opacity = Eigenvector Centrality
Vertex Tooltip = Betweenness Centrality

#cybermindschat via NodeXL http://bit.ly/2U1yoPc
@

Top hashtags:
#cybermindschat
#cybersecurity
#ruhglobal
#womenincyber
#womenintech
#twitterchat
#wo

Description:
Description
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.


Overall Graph Metrics
Vertices : 134
Unique Edges : 478
Edges With Duplicates : 756
Total Edges : 1234
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.0502599653379549
Reciprocated Edge Ratio : 0.0957095709570957
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 130
Maximum Edges in a Connected Component : 1231
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.06647
Graph Density : 0.0340029177421165
Modularity : 0.252003
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://buff.ly/2IQd36I
[7] http://goodgirlswritecode.org
[5] https://twitter.com/DrJDrooghaag/status/1103331272120778753
[4] https://twitter.com/drjdrooghaag/status/1103386018856796160
[4] https://twitter.com/sallyeaves/status/1103352334338453504
[4] https://twitter.com/Shirastweet/status/1102687963467542528
[3] http://goo.gl/alerts/8cbSe
[3] https://twitter.com/cybermindschat/status/1105569903874981888
[3] https://twitter.com/womencssociety/status/1103366768725245954
[3] https://twitter.com/audreydesisto/status/1103324596739194880

Top URLs in Tweet in G1:
[7] https://buff.ly/2IQd36I
[4] http://goodgirlswritecode.org
[2] http://goo.gl/alerts/8cbSe
[2] https://twitter.com/DrJDrooghaag/status/1103331272120778753
[2] https://twitter.com/debraruh
[2] http://virus.zip
[1] https://twitter.com/brainblendertec/status/1103366216079441920
[1] https://twitter.com/AudreyDesisto/status/1102577551690686466
[1] https://twitter.com/Shirastweet/status/1102687963467542528
[1] https://twitter.com/AudreyDesisto/status/1103337678894964736

Top URLs in Tweet in G2:
[3] https://twitter.com/sallyeaves/status/1103352334338453504
[3] http://goodgirlswritecode.org
[3] https://twitter.com/DrJDrooghaag/status/1103331272120778753
[3] https://twitter.com/drjdrooghaag/status/1103386018856796160
[2] https://twitter.com/audreydesisto/status/1103324596739194880
[2] https://twitter.com/PokeyLuWho/status/1103347516274343937
[2] https://twitter.com/womencssociety/status/1103366768725245954
[2] https://twitter.com/cybermindschat/status/1105569903874981888
[2] https://twitter.com/RuhGlobal/status/1103348013601177600
[1] https://twitter.com/brainblendertec/status/1103366216079441920

Top URLs in Tweet in G3:
[2] https://twitter.com/Shirastweet/status/1102687963467542528
[1] https://buff.ly/2IQd36I

Top URLs in Tweet in G5:
[1] http://iconohash.com/CyberMindsChat/2019-03-06

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[357] cybermindschat
[145] cybersecurity
[66] ruhglobal
[66] womenincyber
[59] womenintech
[35] twitterchat
[28] women
[25] stem
[23] internationalwomensday
[18] socialmedia



Top Hashtags in Tweet in G1:
[129] cybermindschat
[64] cybersecurity
[30] womenintech
[20] ruhglobal
[18] womenincyber
[10] cyber
[6] women
[6] stem
[6] iwd2019
[5] cybersecruity

Top Hashtags in Tweet in G2:
[191] cybermindschat
[78] cybersecurity
[46] ruhglobal
[39] womenincyber
[29] womenintech
[22] women
[20] internationalwomensday
[19] stem
[16] internationalwomensday2019
[15] womeninstem

Top Hashtags in Tweet in G3:
[35] cybermindschat
[26] twitterchat
[9] womenincyber
[3] cybersecurity
[2] voice
[2] wisdom
[1] shoutout
[1] brilliant
[1] cyber

Top Hashtags in Tweet in G4:
[1] cybermindschat

Top Hashtags in Tweet in G5:
[1] cybermindschat

Top Words
Top Words in Tweet in Entire Graph:
[677] Words in Sentiment List#1: Positive
[157] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[12724] Non-categorized Words
[13558] Total Words
[658] cybermindschat
[276] cybersecurity
[171] womenintech
[162] audreydesisto
[161] women

Top Words in Tweet in G1:
[245] cybermindschat
[116] cybersecurity
[62] audreydesisto
[62] womenintech
[58] women
[45] ruhglobal
[25] womenincyber
[25] more
[22] join
[20] tech

Top Words in Tweet in G2:
[368] cybermindschat
[156] cybersecurity
[103] women
[92] audreydesisto
[91] ruhglobal
[77] womenintech
[54] womenincyber
[40] think
[35] amp
[33] internationalwomensday

Top Words in Tweet in G3:
[43] cybermindschat
[32] join
[32] wed
[32] iwd2019
[32] womenintech
[32] successtrain
[29] shirastweet
[27] debraruh
[27] triciakickssaas
[27] paula_piccard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[70] cybermindschat,cybersecurity
[67] audreydesisto,cybermindschat
[64] cybersecurity,womenintech
[54] cybermindschat,ruhglobal
[38] special,guest
[38] guest,cybermindschat
[37] cybermindschat,join
[37] march,6th
[37] 6th,noon
[35] wed,march

Top Word Pairs in Tweet in G1:
[34] cybermindschat,cybersecurity
[29] cybersecurity,womenintech
[23] audreydesisto,cybermindschat
[16] cybermindschat,ruhglobal
[14] cybermindschat,audreydesisto
[14] audreydesisto,ruhglobal
[10] march,6th
[10] 6th,noon
[10] cybersecurity,cybermindschat
[10] celebrate,womenincyber

Top Word Pairs in Tweet in G2:
[38] audreydesisto,cybermindschat
[38] cybermindschat,ruhglobal
[36] cybermindschat,cybersecurity
[35] cybersecurity,womenintech
[23] cybermindschat,internationalwomensday
[21] cybersecurity,cybermindschat
[20] internationalwomensday,ruhglobal
[20] ruhglobal,futureofwork
[19] ruhglobal,internationalwomensday2019
[18] cybermindschat,womenintech

Top Word Pairs in Tweet in G3:
[26] excited,special
[26] special,guest
[26] guest,cybermindschat
[26] cybermindschat,join
[26] join,wed
[26] wed,march
[26] march,6th
[26] 6th,noon
[26] noon,et
[26] et,twitterchat

Top Replied-To
Top Replied-To in Entire Graph:
@cybermindschat
@audreydesisto
@davidperezcr91
@debraruh
@adriennesmccord
@streitzability
@sallyeaves
@digitalcloudgal
@melwstone
@antoniocarr

Top Replied-To in G1:
@cybermindschat
@audreydesisto
@davidperezcr91
@streitzability
@debraruh
@melwstone
@adriennesmccord
@brainblendertec
@wicysorg
@filibuster3

Top Replied-To in G2:
@cybermindschat
@audreydesisto
@debraruh
@davidperezcr91
@sallyeaves
@digitalcloudgal
@streitzability
@antoniocarr
@mindazetlin
@ruhglobal

Top Replied-To in G3:
@adriennesmccord

Top Mentioned
Top Mentioned in Entire Graph:
@audreydesisto
@cybermindschat
@sdgs4good
@debraruh
@shirastweet
@topcybernews
@triciakickssaas
@jolaburnett
@paula_piccard
@amandaray02

Top Mentioned in G1:
@audreydesisto
@cybermindschat
@sdgs4good
@debraruh
@shirastweet
@techrepublic
@topcybernews
@davidperezcr91
@girlscouts
@sallyeaves

Top Mentioned in G2:
@audreydesisto
@cybermindschat
@sallyeaves
@helene_wpli
@sdgs4good
@debraruh
@akwyz
@shirastweet
@triciakickssaas
@topcybernews

Top Mentioned in G3:
@shirastweet
@debraruh
@triciakickssaas
@paula_piccard
@topcybernews
@amandaray02
@sdgs4good
@jolaburnett
@audreydesisto
@cybermindschat

Top Mentioned in G4:
@joeystagaard
@arunconnection

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@rockchristopher
@jjwills2
@akwyz
@debraruh
@inc
@mjoehlerich
@infopronetwork
@tendellshow
@smnewsdaily

Top Tweeters in G1:
@sectest9
@jjwills2
@infopronetwork
@cindygallop
@bdsharmas
@techrepublic
@ladylisadcantu1
@_successcenter_
@blackgirlscode
@brainblendertec

Top Tweeters in G2:
@akwyz
@debraruh
@inc
@mjoehlerich
@tendellshow
@smnewsdaily
@forbes
@jlms_qkw
@juliebhunt
@google

Top Tweeters in G3:
@rockchristopher
@mclynd
@topcybernews
@paula_piccard
@valb00
@vivekghosal
@pdrini_guardian
@sci_tweet
@commonsuppliz
@mdkail

Top Tweeters in G4:
@arunconnection
@joeystagaard
@butsijuzmo

Top Tweeters in G5:
@iconohash


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