The graph represents a network of 6 677 Twitter users whose recent tweets contained "arizona (schools OR education)", 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 Thursday, 13 October 2022 at 19:04 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 15-minute period from Wednesday, 05 October 2022 at 07:14 UTC to Thursday, 13 October 2022 at 18:30 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 : 6677
Unique Edges : 8931
Edges With Duplicates : 1495
Total Edges : 10426
Number of Edge Types : 5
Retweet : 5856
Tweet : 687
Replies to : 761
Mentions : 1074
MentionsInRetweet : 2048
Self-Loops : 725
Reciprocated Vertex Pair Ratio : 0,0112777715123492
Reciprocated Edge Ratio : 0,0223040035686406
Connected Components : 580
Single-Vertex Connected Components : 344
Maximum Vertices in a Connected Component : 5544
Maximum Edges in a Connected Component : 9227
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4,480503
Graph Density : 0,000201163630764167
Modularity : 0,746445
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 6 677 Twitter users whose recent tweets contained "arizona (schools OR education)", 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 Thursday, 13 October 2022 at 19:04 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 15-minute period from Wednesday, 05 October 2022 at 07:14 UTC to Thursday, 13 October 2022 at 18:30 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 : arizona (schools OR education)
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1786] public,schools [1472] arizona,governor [1404] track,ll [1404] real,investments [1404] governor,fight [1404] insufficient,water [1404] fix,insufficient [1404] ll,real [1404] fight,people [1404] schools,fix Top Word Pairs in Tweet in G1:
[1338] arizona,governor [1314] public,schools [1314] track,ll [1314] real,investments [1314] investments,public [1314] insufficient,water [1314] schools,fix [1314] state,track [1314] governor,fight [1314] fix,insufficient Top Word Pairs in Tweet in G2:
[1018] #arizona,#education [1007] tom,horne [999] horne,#arizona [997] public,school [996] school,teacher [995] teacher,presence [995] voice,tom [995] presence,voice [995] silent,retaliation [995] time,public Top Word Pairs in Tweet in G3:
[308] school,choice [302] breaking,arizona [292] department,education [291] arizona,department [277] 10,000 [277] choice,program [277] 000,applications [277] education,received [269] 23,502 [266] includes,10 Top Word Pairs in Tweet in G4:
[96] public,schools [54] school,choice [49] public,education [44] school,board [37] tom,horne [36] 23,502 [35] arizona,schools [33] arizona,parents [31] superintendent,kathyhoffman_az [31] kathy,hoffman Top Word Pairs in Tweet in G5:
[74] american,education [26] katie,hobbs [18] public,schools [14] 'slave,day' [13] candidate,katie [12] students,perform [12] education,arizona [12] day',bid [12] organized,high [12] younger,students Top Word Pairs in Tweet in G6:
[148] public,education [131] secretary,state [128] rights,healthcare [128] healthcare,public [128] krismayes,attorney [128] governor,captmarkkelly [128] captmarkkelly,senate [128] fascists,election [128] senate,adrian_fontes [128] better,red Top Word Pairs in Tweet in G7:
[257] great,replacement [257] telling,audience [257] invasion,rhetoric [257] leaning,hard [257] marjorie,taylor [257] schools,replacing [257] republicans,invasion [257] jobs,replacing [257] greene,leaning [257] replacement,theory Top Word Pairs in Tweet in G8:
[74] support,better [67] katie,hobbs [56] high,school's [56] week',students [56] organized,high [56] students,perform [56] 'degrading',tasks [56] perform,'degrading' [56] bid,younger [56] day',bid Top Word Pairs in Tweet in G9:
[149] public,schools [133] school,vouchers [128] public,school [121] esa,program [121] school,helping [121] 12,000 [121] program,75 [121] 75,enrolled [121] enrolled,public [121] requested,school Top Word Pairs in Tweet in G10:
[80] schools,tells [80] tells,on3recruits [80] down,schools [78] breaks,down [78] down,program [78] on3recruits,breaks [57] thomas,jr [57] dedan,thomas [46] 2024,class [46] prospect,2024 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: