The graph represents a network of 3,589 Twitter users whose tweets in the requested range contained "#nativeamerican OR #nativetwitter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 30 December 2021 at 02:47 UTC.
The requested start date was Thursday, 30 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 15-hour, 51-minute period from Friday, 17 December 2021 at 15:54 UTC to Wednesday, 29 December 2021 at 07:45 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 : 3589
Unique Edges : 1919
Edges With Duplicates : 13729
Total Edges : 15648
Number of Edge Types : 5
Retweet : 5706
MentionsInRetweet : 7163
Mentions : 1228
Tweet : 1415
Replies to : 136
Self-Loops : 1773
Reciprocated Vertex Pair Ratio : 0.0121153846153846
Reciprocated Edge Ratio : 0.0239407182215466
Connected Components : 131
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 3257
Maximum Edges in a Connected Component : 15185
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.043101
Graph Density : 0.000408702672261614
Modularity : 0.308495
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,589 Twitter users whose tweets in the requested range contained "#nativeamerican OR #nativetwitter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 30 December 2021 at 02:47 UTC.
The requested start date was Thursday, 30 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 15-hour, 51-minute period from Friday, 17 December 2021 at 15:54 UTC to Wednesday, 29 December 2021 at 07:45 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 : GraphServerTwitterSearch
Graph Term : #nativeamerican OR #nativetwitter
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[536] usammiw,missing [423] 10,stickers [423] stickers,50 [423] 50,notebook [423] notebook,15 [419] stickers,25 [419] 25,10 [411] 15,made [411] made,usa [378] 15,totebag Top Word Pairs in Tweet in G1:
[423] 10,stickers [423] stickers,50 [423] 50,notebook [423] notebook,15 [419] stickers,25 [419] 25,10 [411] 15,made [411] made,usa [378] 15,totebag [378] totebag,15 Top Word Pairs in Tweet in G2:
[261] dare,hope [261] hope,love [261] love,once [261] once,romance [261] romance,happen [261] happen,aaron [261] aaron,break [261] break,walls [242] authormichael57,99 [189] girl,loved Top Word Pairs in Tweet in G3:
[52] #itunes,#soundcloud [52] #soundcloud,#spotify [52] #spotify,etc [39] #nativetwitter,#indigenous [36] over,10 [36] 10,albums [36] albums,online [36] online,#np [36] #np,#itunes [36] etc,#hitmusic Top Word Pairs in Tweet in G4:
[496] usammiw,missing [242] brown,eyes [240] brown,hair [203] hair,brown [184] height,weight [178] last,seen [140] lbs,brown [140] eyes,last [90] age,16 [87] missing,brianna Top Word Pairs in Tweet in G5:
[273] native3rd,nativeamwisdom [241] #nativeamerican,#nativeamericans [240] nativeamwisdom,angellikefire [182] angellikefire,#nativeamerican [101] support,native [100] native,americans [96] comment,photo [96] photo,support [96] americans,#nativeamerican [96] #nativeamerican,#nativeamericanlove Top Word Pairs in Tweet in G6:
[173] attention,#mmiw [173] #mmiw,#mmiwg2s [173] #mmiwg2s,#mmip [173] #mmip,#oklahomacity [173] #oklahomacity,#oklahoma [173] #oklahoma,17 [173] 17,jaylynn [173] jaylynn,white [173] white,whitecrow [173] whitecrow,missing Top Word Pairs in Tweet in G7:
[162] year,#2021 [162] #2021,year [162] year,indigenous [162] indigenous,resistance [162] resistance,resurgence [162] resurgence,united [162] united,#indigenous [162] #indigenous,#landback [162] #landback,#nativetwitter [161] pam_palmater,year Top Word Pairs in Tweet in G8:
[57] please,check [57] check,shop [42] macdaddycj,#nativetwitter [37] #alaskanative,#firstnations [37] free,shipping [36] beauxbeautyblog,beadwork [31] nephews,please [29] beadwork,sales [29] sales,allow [29] allow,help Top Word Pairs in Tweet in G9:
[27] #thinkindian,#nativeamerican [25] learn,more [23] take,time [23] time,acknowledge [23] acknowledge,dark [23] dark,moment [23] moment,#ushistory [23] #ushistory,injustice [23] injustice,dakota [23] dakota,nation Top Word Pairs in Tweet in G10:
[34] #indigenous,#nativetwitter [22] wishing,peaceful [22] peaceful,winter [22] winter,#indigenous [21] indigenous_land,wishing [18] #nativetwitter,#indigenous [17] land,bloodline [13] one,land [13] abandon,traditional [13] traditional,beliefs Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: