The graph represents a network of 3,401 Twitter users whose recent tweets contained "#nativeamerican OR #nativetwitter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 2547-day, 19-hour, 39-minute period from Thursday, 25 February 2016 at 05:18 UTC to Thursday, 16 February 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3401
Unique Edges : 1556
Edges With Duplicates : 9676
Total Edges : 11232
Number of Edge Types : 9
Retweet : 3438
MentionsInRetweet : 4162
Quote : 178
Tweet : 1501
Replies to : 375
MentionsInReplyTo : 720
MentionsInQuote : 134
Mentions : 444
MentionsInQuoteReply : 280
Self-Loops : 1887
Reciprocated Vertex Pair Ratio : 0.023744063984004
Reciprocated Edge Ratio : 0.04638671875
Connected Components : 385
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 2334
Maximum Edges in a Connected Component : 8857
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.162311
Graph Density : 0.00035422107684591
Modularity : 0.351948
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,401 Twitter users whose recent tweets contained "#nativeamerican OR #nativetwitter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 2547-day, 19-hour, 39-minute period from Thursday, 25 February 2016 at 05:18 UTC to Thursday, 16 February 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[852] native,american [647] #nativeamerican,#nativeamericans [625] little,children [617] children,grandparents [617] over,lives [617] sort,sprinkle [617] nobody,little [617] stardust,over [617] sprinkle,stardust [617] grandparents,sort Top Word Pairs in Tweet in G1:
[548] little,children [545] grandparents,sort [545] over,lives [545] sprinkle,stardust [545] grandparents,grandparents [545] sort,sprinkle [545] children,grandparents [545] nobody,little [545] stardust,over [544] lives,little Top Word Pairs in Tweet in G2:
[375] #nativeamerican,#nativeamericans [280] native,american [162] #nativeamericans,#native [154] link,#nativeamerican [148] #nativehistory,#history [147] coment,buy [147] buy,link [142] nativelovesusa,coment [132] daily,amazing [129] support,native Top Word Pairs in Tweet in G3:
[235] arrived,bolt [235] bolt,lightning [235] before,europeans [235] millennia,before [235] europeans,arrived [234] lightning,created [230] human,#awardwinning [183] #nativetwitter,#nativeamerican [179] #awardwinning,#passamaquoddy [163] #booktwitter,#nativetwitter Top Word Pairs in Tweet in G4:
[55] native,american [40] #portrait,#series [40] #wallartprints,#artforsale [39] #indigenous,#nativeamerican [39] zazzle,storefront [39] within,zazzle [37] available,within [36] #wallartforsale,#artprints [36] #artprints,#wallartprints [32] #popart,#portrait Top Word Pairs in Tweet in G5:
[151] native,american [148] american,descendents [148] front,line [148] incorrect,native [148] line,#nativeamerican [148] go,front [148] descendents,go [147] harperlee6557,incorrect [28] native,haida [28] killer,whale Top Word Pairs in Tweet in G6:
[31] haven,applied [31] applied,first [31] deadline,extended [31] first,nations [31] nations,drinking [31] extended,march [31] water,settlement [31] drinking,water [31] settlement,deadline [30] smartandsassy11,haven Top Word Pairs in Tweet in G7:
[68] govparsonmo,chiefs [67] chiefs,#chiefskingdom [66] #chiefskingdom,#clarkhunt [66] #nativeamerican,#oklahoma [66] lets,govparsonmo [66] #oklahoma,#kansascity [66] #clarkhunt,#nativeamerican [28] super,bowl [14] fox4kc,lets [14] kansas,city Top Word Pairs in Tweet in G8:
[162] #nativeamerican,#nativeamericans [130] #nativeamericans,#native [117] #native,#usa [115] #nativehistory,#history [114] daily,amazing [113] native,american [110] amazing,native [107] #usa,#nativehistory [102] content,#nativeamerican [93] american,content Top Word Pairs in Tweet in G9:
[25] savecalisalmon,#valentinesday [14] usbr,states [14] love,#california [14] cutting,river [14] #california,rivers [14] #valentinesday,showing [14] states,cutting [14] showing,love [14] rivers,usbr [13] river,fl Top Word Pairs in Tweet in G10:
[28] indigenous,clothing [28] nfl,origins [28] origins,collection [28] clothing,designers [28] brands,year [28] year,nfl [28] heights,featured [28] featured,brands [28] designers,reaching [28] reaching,heights Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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 G7:
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:
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: