The graph represents a network of 2,990 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 1647-day, 9-hour, 15-minute period from Monday, 09 July 2018 at 15:44 UTC to Thursday, 12 January 2023 at 01:00 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 : 2990
Unique Edges : 1357
Edges With Duplicates : 9243
Total Edges : 10600
Number of Edge Types : 9
Retweet : 3817
MentionsInRetweet : 4649
Quote : 76
Tweet : 1242
Mentions : 416
Replies to : 140
MentionsInReplyTo : 222
MentionsInQuote : 35
MentionsInQuoteReply : 3
Self-Loops : 1496
Reciprocated Vertex Pair Ratio : 0.00594930160372478
Reciprocated Edge Ratio : 0.0118282334790435
Connected Components : 296
Single-Vertex Connected Components : 149
Maximum Vertices in a Connected Component : 2096
Maximum Edges in a Connected Component : 8832
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.459628
Graph Density : 0.000435151855577474
Modularity : 0.349595
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,990 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 1647-day, 9-hour, 15-minute period from Monday, 09 July 2018 at 15:44 UTC to Thursday, 12 January 2023 at 01:00 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:
[1263] #nativeamerican,#nativeamericans [1249] native,american [1088] #nativeamericans,#native [1041] #nativehistory,#history [1022] #native,#usa [1015] #usa,#nativehistory [996] daily,amazing [984] amazing,native [890] content,#nativeamerican [838] american,content Top Word Pairs in Tweet in G1:
[87] help,find [82] please,help [78] native,american [72] find,felicia [72] felicia,#nativetwitter [72] #mmiw,please [71] hinukhajaire,#mmiw [70] please,check [60] usammiw,missing [56] free,shipping Top Word Pairs in Tweet in G2:
[362] native,americans [349] support,native [326] type,yes [321] #nativetwitter,native3rd [315] americans,type [298] #nativeamerican,#native [296] yes,#nativeamerican [293] #native,#nativetwitter [292] nativesspirit36,support [248] #nativeamerican,#nativeamericans Top Word Pairs in Tweet in G3:
[666] #nativeamerican,#nativeamericans [620] #nativeamericans,#native [609] #nativehistory,#history [598] native,american [590] daily,amazing [589] amazing,native [583] content,#nativeamerican [572] #native,#usa [566] #usa,#nativehistory [540] american,content Top Word Pairs in Tweet in G4:
[275] native,american [250] #nativeamerican,#nativeamericans [218] #nativeamericans,#native [211] #nativehistory,#history [211] #native,#usa [207] #usa,#nativehistory [200] daily,amazing [199] amazing,native [132] content,#nativeamerican [128] american,content Top Word Pairs in Tweet in G5:
[16] native,american [12] #americanindian,#nativeamerican [9] #indigenous,#nativeamerican [8] #hispanic,#nativeamerican [7] #nativeamerican,#nativeamericans [6] #size6,#southwestern [6] #sterlingsilver,#vintage [6] #ring,#vintage [6] #andrewjohnson,#blue [6] #shell,#large Top Word Pairs in Tweet in G6:
[142] enough,bombs [142] helicopter,pilot [142] using,large [142] #princeharry,complained [142] #afghanistan,#princeharry [142] pilot,#afghanistan [142] serving,helicopter [142] large,enough [142] complained,using [141] moazzam_begg,serving Top Word Pairs in Tweet in G7:
[134] atmospheric,science [134] share,ve [134] geography,atmospheric [134] indigenous,studies [134] excited,share [134] ve,joined [134] studies,department [134] science,indigenous [134] joined,geography [134] department,kuindigenous Top Word Pairs in Tweet in G8:
[48] co,ghrrnkpdf2 [48] ghrrnkpdf2,#nativeamerican [48] buy,co [48] fierce,collection [48] collection,buy [48] #nativeamerican,#yellowstone [48] #woman,#portrait [48] #yellowstone,#woman [47] #portrait,#beautifu [47] tinalecour,fierce Top Word Pairs in Tweet in G9:
[51] cheek,bones' [51] 'high,cheek [51] rich,coming [51] revered,leader [51] bones',order [51] coming,revered [51] lied,'high [51] order,claim [51] leader,lied [50] route66historic,rich Top Word Pairs in Tweet in G10:
[34] meet,maine [32] amazon,review [32] developed,believable [32] found,well [32] maine,found [32] believable,characters [32] characters,placed [32] remarkable,situation [32] well,developed [32] review,meet Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: