The graph represents a network of 3,703 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, 28 July 2022 at 01:06 UTC.
The requested start date was Thursday, 28 July 2022 at 00:01 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, 5-hour, 27-minute period from Saturday, 16 July 2022 at 02:53 UTC to Wednesday, 27 July 2022 at 08:21 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 : 3703
Unique Edges : 1739
Edges With Duplicates : 13621
Total Edges : 15360
Number of Edge Types : 5
Retweet : 5608
MentionsInRetweet : 6528
Tweet : 1528
Mentions : 1338
Replies to : 358
Self-Loops : 1686
Reciprocated Vertex Pair Ratio : 0.0202968136185072
Reciprocated Edge Ratio : 0.0397860962566845
Connected Components : 225
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 3174
Maximum Edges in a Connected Component : 14495
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.481952
Graph Density : 0.000341029139134491
Modularity : 0.290318
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,703 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, 28 July 2022 at 01:06 UTC.
The requested start date was Thursday, 28 July 2022 at 00:01 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, 5-hour, 27-minute period from Saturday, 16 July 2022 at 02:53 UTC to Wednesday, 27 July 2022 at 08:21 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:
[2473] native,american [2020] #nativeamerican,#nativeamericans [1774] #nativeamericans,#native [1743] content,#nativeamerican [1740] daily,amazing [1740] amazing,native [1740] american,content [1737] #native,#usa [1737] #usa,#nativehistory [1734] #nativehistory,#history Top Word Pairs in Tweet in G1:
[188] native,american [96] #nativeamerican,#nativeamericans [62] #buynowpaylater,mugs [62] mugs,15 [53] 15,stickers [53] stickers,25 [53] 25,10 [48] native,americans [47] #indigenous,#nativeamerican [45] shoplink,#buynowpaylater Top Word Pairs in Tweet in G2:
[1397] native,american [1382] #nativeamerican,#nativeamericans [1375] daily,amazing [1375] amazing,native [1375] american,content [1375] content,#nativeamerican [1375] #nativeamericans,#native [1375] #native,#usa [1375] #usa,#nativehistory [1375] #nativehistory,#history Top Word Pairs in Tweet in G3:
[98] free,shipping [86] available,shop [86] shop,free [76] please,check [68] #alaskanative,#firstnations [67] earrings,available [66] check,shop [64] beaded,hoop [64] hoop,earrings [63] shipping,#nativetwitter Top Word Pairs in Tweet in G4:
[339] learn,native [339] native,american [339] american,culture [339] culture,over [339] over,100 [325] solutions,included [245] #authorsoftwitter,#bookboost [245] #bookboost,#bookpromo [240] included,#authorsoftwitter [240] #bookpromo,#booktube Top Word Pairs in Tweet in G5:
[491] #nativeamerican,#nativeamericans [334] native,american [305] #nativeamericans,#native [282] content,#nativeamerican [279] daily,amazing [279] amazing,native [279] american,content [276] #native,#usa [276] #usa,#nativehistory [273] #nativehistory,#history Top Word Pairs in Tweet in G6:
[151] #nativeamerican,curse [108] perfect,day [108] day,maine [108] maine,turns [108] turns,horror [108] horror,harbor [108] harbor,explodes [108] explodes,#nativeamerican [108] curse,returned [108] returned,vengeance Top Word Pairs in Tweet in G7:
[44] #nativetwitter,#native [43] one,#nativeamerican [43] #nativeamerican,#designs [43] #designs,available [43] available,#nativetwitter [43] #native,#indigenous [42] mar73_designs,one [42] #indigenous,#ind [38] girl,loved [33] fast,paced Top Word Pairs in Tweet in G8:
[49] stop,celebrating [49] celebrating,glorious [49] glorious,day [49] day,please [49] please,take [49] take,moment [49] moment,learn [49] learn,#jimthorpe [49] #jimthorpe,reflect [48] ourbrightpath,stop Top Word Pairs in Tweet in G9:
[5] native,american [4] native,people [3] #nativetwitter,#indigenouspeoples [3] pls,help [2] hey,#nativetwitter [2] #indigenouspeoples,#natives [2] #natives,#dearnothing [2] #dearnothing,#mutualaidrequest [2] #mutualaidrequest,#nspoli [2] #nspoli,#poshmark Top Word Pairs in Tweet in G10:
[32] annual,#nativeamerican [30] feature,film [30] film,writers [30] writers,lab [29] 5th,annual [29] #nativeamerican,feature [29] lab,final [29] final,deadline [29] deadline,thursday [29] thursday,july Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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 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: