The graph represents a network of 725 Twitter users whose recent tweets contained "#ImpactEDU19", 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, 17 December 2019 at 19:08 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 30-minute period from Monday, 09 December 2019 at 13:32 UTC to Tuesday, 17 December 2019 at 19:03 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
Vertices : 725
Unique Edges : 2071
Edges With Duplicates : 2853
Total Edges : 4924
Self-Loops : 499
Reciprocated Vertex Pair Ratio : 0.120879120879121
Reciprocated Edge Ratio : 0.215686274509804
Connected Components : 33
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 675
Maximum Edges in a Connected Component : 4855
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.937007
Graph Density : 0.00505239093160602
Modularity : 0.290643
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 725 Twitter users whose recent tweets contained "#ImpactEDU19", 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, 17 December 2019 at 19:08 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 30-minute period from Monday, 09 December 2019 at 13:32 UTC to Tuesday, 17 December 2019 at 19:03 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 : #ImpactEDU19
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[147] sourcewelltech,#impactedu19 [135] alan,page [126] justice,alan [119] impact,education [116] casas_jimmy,#impactedu19 [114] education,conference [108] angelamaiers,#impactedu19 [95] page,#impactedu19 [94] check,out [90] 2019,impact Top Word Pairs in Tweet in G1:
[79] casas_jimmy,#impactedu19 [74] angelamaiers,#impactedu19 [52] #culturize,#impactedu19 [44] joy,work [37] kids,take [36] #thoughtfortheday,maybe [36] maybe,shouldn [36] shouldn,t [36] t,focus [36] focus,much Top Word Pairs in Tweet in G2:
[91] alan,page [82] justice,alan [56] page,#impactedu19 [40] sourcewelltech,#impactedu19 [30] casas_jimmy,#impactedu19 [28] #impactedu19,#chatoneducation [28] impact,education [27] play,level [26] education,conference [23] 2019,impact Top Word Pairs in Tweet in G3:
[68] sourcewelltech,#impactedu19 [57] impact,education [56] education,conference [44] 2019,impact [42] #impactedu19,sched [37] penguin,corps [35] conference,sourcewelltech [34] #impactedu19,#teachbetter [30] stu,keroff [24] tuesday,dec Top Word Pairs in Tweet in G4:
[36] check,out [21] #impactedu19,#chatoneducation [18] oneducationpod,booth [18] page,#impactedu19 [17] #impactedu19,conference [15] early,childhood [15] justice,alan [15] alan,page [13] irvspanish,oneducationpod [12] more,early Top Word Pairs in Tweet in G5:
[17] computer,science [16] #mncodes,#csforall [15] equity,computing [15] computing,panel [11] #csed,mn [10] two,sessions [10] landscape,#csed [10] mn,12pm [10] 12pm,equity [9] #impactedu19,conference Top Word Pairs in Tweet in G6:
[43] #k12,#edtech [33] #impactedu19,#k12 [31] txcto,elcapitech [22] 2,55pm [17] elcapitech,peteregriffiths [16] #edtech,#pedagogy [14] peteregriffiths,txcto [13] #edtech,#bebold [13] #bebold,#cto [13] peteregriffiths,googleforedu Top Word Pairs in Tweet in G7:
[2] super,excited [2] impact,education [2] education,conference [2] #nevscin,#chivsgb [2] #chivsgb,#bjpburningdelhi [2] #bjpburningdelhi,#gegarvaganza2019 [2] #gegarvaganza2019,#valenciarealmadrid [2] #valenciarealmadrid,#indiatoendia [2] #indiatoendia,#lastminutegifts [2] #lastminutegifts,#datemyfamily Top Word Pairs in Tweet in G8:
[16] tough,stuff [15] teaching,tough [13] 10,15 [13] letters,birmingham [13] birmingham,jail [10] session,teaching [8] here's,materials [8] materials,10 [8] 15,session [8] stuff,link Top Word Pairs in Tweet in G9:
[8] new,today [8] today,pumping [8] pumping,brakes [8] brakes,innovation [8] innovation,sometimes [8] sometimes,innovations [8] innovations,very [8] very,innovative [8] innovative,makes [8] makes,innovation Top Word Pairs in Tweet in G10:
[4] aceedu,#impactedu19 [4] #impactedu19,starting [4] starting,tomorrow [4] tomorrow,15th [4] 15th,come [4] come,see [4] see,booth [4] booth,112 [4] 112,learn [4] learn,more Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: