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#INZpirED_2019-03-18_10-49-38.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
March 18, 2019
Short Description:
#INZpirED via NodeXL http://bit.ly/2TK1EdH
@rsehji
@ksthakral
@edtech_stories
@ananyadebroy
@mrkempnz
@jacindaardern
@breitbartnews
@potus
@facebook
@twitter

Top hashtags:
#inzpired
#edchat
#aussieed
#educators
#asiaed
#groupers
#edchatmena
#includedau
#ukedchat

Description:
Description
The graph represents a network of 135 Twitter users whose recent tweets contained "#INZpirED", 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 Monday, 18 March 2019 at 17:53 UTC.

The tweets in the network were tweeted over the 9-day, 13-hour, 23-minute period from Saturday, 09 March 2019 at 01:35 UTC to Monday, 18 March 2019 at 14:58 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 : 135
Unique Edges : 611
Edges With Duplicates : 142
Total Edges : 753
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0168711656441718
Reciprocated Edge Ratio : 0.0331825037707391
Connected Components : 6
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 122
Maximum Edges in a Connected Component : 741
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.349648
Graph Density : 0.0366500829187396
Modularity : 0.296968
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://twitter.com/kwpmjkj/status/1105456075392929793
[2] https://twitter.com/SXSWEDU/status/1104061654654951426
[1] https://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190610
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190610
[1] https://twitter.com/EdTech_Stories/lists/inzpired-virtual-hugs/members
[1] https://twitter.com/edtech_stories/status/1106765302023491585
[1] https://www.nytimes.com/2019/03/15/technology/facebook-youtube-christchurch-shooting.html
[1] https://theflippedscientist.blogspot.com/2019/03/kia-kaha-christchurch-need-for.html
[1] https://www.myassignmenthelp.net/blog/tips-for-using-document-proofreading-and-editing-services-online/?platform=hootsuite
[1] https://twitter.com/childrenscommnz/status/1105653510849204224

Top URLs in Tweet in G2:
[1] https://twitter.com/SXSWEDU/status/1104061654654951426

Top URLs in Tweet in G3:
[2] https://twitter.com/kwpmjkj/status/1105456075392929793
[1] https://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190610
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190610
[1] https://www.nytimes.com/2019/03/15/technology/facebook-youtube-christchurch-shooting.html
[1] https://twitter.com/EdTech_Stories/lists/inzpired-virtual-hugs/members
[1] https://twitter.com/SXSWEDU/status/1104061654654951426
[1] https://twitter.com/edtech_stories/status/1106765302023491585
[1] https://theflippedscientist.blogspot.com/2019/03/kia-kaha-christchurch-need-for.html

Top URLs in Tweet in G7:
[1] https://twitter.com/childrenscommnz/status/1105653510849204224
[1] https://www.myassignmenthelp.net/blog/tips-for-using-document-proofreading-and-editing-services-online/?platform=hootsuite

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[102] inzpired
[9] edchat
[8] aussieed
[7] educators
[7] asiaed
[7] groupers
[6] edchatmena
[6] includedau
[6] ukedchat
[3] tbsdelhi



Top Hashtags in Tweet in G1:
[53] inzpired

Top Hashtags in Tweet in G2:
[20] inzpired
[6] groupers
[6] educators
[6] edchatmena
[2] bookcover7
[1] imagination
[1] confidence
[1] 21clhk
[1] mindset
[1] edchat

Top Hashtags in Tweet in G3:
[19] inzpired
[3] tbsdelhi
[2] nt2t
[2] edchat
[1] digcit
[1] christchurch
[1] lovedthis
[1] sxswedu
[1] 21clhk
[1] groupers

Top Hashtags in Tweet in G4:
[6] includedau
[6] aussieed
[6] asiaed
[6] ukedchat
[6] edchat
[6] inzpired

Top Hashtags in Tweet in G5:
[1] inzpired

Top Hashtags in Tweet in G6:
[2] ozcas19
[1] futureready
[1] myedoz
[1] mschat
[1] aussieed
[1] inzpired

Top Hashtags in Tweet in G7:
[2] inzpired
[1] edchatnz
[1] nzbfc630
[1] studentvoice
[1] mmpd
[1] tesoloz
[1] sp2chat

Top Words
Top Words in Tweet in Entire Graph:
[89] Words in Sentiment List#1: Positive
[22] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2532] Non-categorized Words
[2643] Total Words
[102] inzpired
[87] rsehji
[60] friends
[59] jacindaardern
[57] potus

Top Words in Tweet in G1:
[53] edtech_stories
[53] rsehji
[53] potus
[53] breitbartnews
[53] jacindaardern
[53] twitter
[53] facebook
[53] youtube
[53] reddit
[53] friends

Top Words in Tweet in G2:
[24] rsehji
[20] inzpired
[13] innovative
[12] challenge
[11] more
[11] u
[10] day
[10] cover
[9] ananyadebroy
[9] challenged

Top Words in Tweet in G3:
[19] inzpired
[10] rsehji
[8] ksthakral
[8] mrkempnz
[8] shyj
[7] friends
[6] jacindaardern
[5] way
[4] potus
[4] breitbartnews

Top Words in Tweet in G4:
[11] includedau
[6] hope
[6] tomorrow
[6] engaging
[6] disengaged
[6] aussieed
[6] asiaed
[6] ukedchat
[6] edchat
[6] inzpired

Top Words in Tweet in G6:
[2] australia
[2] s
[2] conference
[2] focusing
[2] middle
[2] years
[2] education
[2] coming
[2] brisbane
[2] august

Top Words in Tweet in G7:
[2] inzpired

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] rsehji,potus
[57] potus,breitbartnews
[57] breitbartnews,jacindaardern
[57] jacindaardern,twitter
[57] twitter,facebook
[57] facebook,youtube
[57] youtube,reddit
[56] edtech_stories,rsehji
[56] friends,inzpired
[55] reddit,friends

Top Word Pairs in Tweet in G1:
[53] edtech_stories,rsehji
[53] rsehji,potus
[53] potus,breitbartnews
[53] breitbartnews,jacindaardern
[53] jacindaardern,twitter
[53] twitter,facebook
[53] facebook,youtube
[53] youtube,reddit
[53] reddit,friends
[53] friends,inzpired

Top Word Pairs in Tweet in G2:
[9] challenged,rsehji
[9] rsehji,pass
[9] pass,challenge
[9] share,cover
[9] cover,each
[9] each,day
[9] day,week
[7] week,book
[6] aerodynamics,exceptional
[6] exceptional,schools

Top Word Pairs in Tweet in G3:
[6] mrkempnz,shyj
[4] rsehji,ksthakral
[4] rsehji,potus
[4] potus,breitbartnews
[4] breitbartnews,jacindaardern
[4] jacindaardern,twitter
[4] twitter,facebook
[4] facebook,youtube
[4] youtube,reddit
[3] friends,inzpired

Top Word Pairs in Tweet in G4:
[6] hope,includedau
[6] includedau,tomorrow
[6] tomorrow,engaging
[6] engaging,disengaged
[6] disengaged,aussieed
[6] aussieed,asiaed
[6] asiaed,ukedchat
[6] ukedchat,edchat
[6] edchat,inzpired
[5] includedau,hope

Top Word Pairs in Tweet in G6:
[2] australia,s
[2] s,conference
[2] conference,focusing
[2] focusing,middle
[2] middle,years
[2] years,education
[2] education,coming
[2] coming,brisbane
[2] brisbane,august
[2] august,join

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rsehji
@jacindaardern
@potus
@breitbartnews
@twitter
@facebook
@youtube
@reddit
@edtech_stories
@ksthakral

Top Mentioned in G1:
@edtech_stories
@rsehji
@potus
@breitbartnews
@jacindaardern
@twitter
@facebook
@youtube
@reddit

Top Mentioned in G2:
@rsehji
@ananyadebroy
@anupam_sharmaa
@shalini040876
@cultofpedagogy
@kritimakhija
@sunita_rajiv
@hrsanjaynegi
@headhr_deepak
@sunilddesai

Top Mentioned in G3:
@rsehji
@ksthakral
@mrkempnz
@shyj
@jacindaardern
@potus
@breitbartnews
@twitter
@facebook
@youtube

Top Mentioned in G4:
@includedau

Top Mentioned in G5:
@wakefield5judy
@rodolfojsn

Top Mentioned in G6:
@adolesuccess

Top Tweeters
Top Tweeters in Entire Graph:
@bbcnews
@tweetinggoddess
@thomaspower
@hrsanjaynegi
@qantas
@sunilddesai
@stevensent
@burgessdave
@mrkempnz
@breitbartnews

Top Tweeters in G1:
@tweetinggoddess
@thomaspower
@stevensent
@burgessdave
@breitbartnews
@drbexl
@a_weatherall
@angelahemans
@reddit
@newdaystarts

Top Tweeters in G2:
@hrsanjaynegi
@qantas
@sunilddesai
@jenaiamorane
@headhr_deepak
@edchateu
@mittaubin
@rsehji
@bashaierk
@kritimakhija

Top Tweeters in G3:
@bbcnews
@mrkempnz
@shyj
@edtech_stories
@hrheingold
@vipulasharma1
@dr_lmr
@ksthakral
@doctor_harves
@asiaedchat

Top Tweeters in G4:
@teachertechnol
@codeclubaus
@243rin
@jackwurf
@includedau
@connollymeli

Top Tweeters in G5:
@rodolfojsn
@ciotranenneu
@wakefield5judy

Top Tweeters in G6:
@adolesuccess
@latitudegrptvl

Top Tweeters in G7:
@nzvh
@assignmenthelp


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