The graph represents a network of 4,499 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, 08 December 2022 at 02:06 UTC.
The requested start date was Thursday, 08 December 2022 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 8-day, 23-hour, 52-minute period from Monday, 28 November 2022 at 08:08 UTC to Wednesday, 07 December 2022 at 08:00 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 : 4499
Unique Edges : 1929
Edges With Duplicates : 12236
Total Edges : 14165
Number of Edge Types : 5
Retweet : 5086
MentionsInRetweet : 5801
Mentions : 925
Tweet : 2073
Replies to : 280
Self-Loops : 2201
Reciprocated Vertex Pair Ratio : 0.0175113308611454
Reciprocated Edge Ratio : 0.0344199230613485
Connected Components : 741
Single-Vertex Connected Components : 444
Maximum Vertices in a Connected Component : 2898
Maximum Edges in a Connected Component : 10865
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.672708
Graph Density : 0.000244063919742651
Modularity : 0.3541
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,499 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, 08 December 2022 at 02:06 UTC.
The requested start date was Thursday, 08 December 2022 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 8-day, 23-hour, 52-minute period from Monday, 28 November 2022 at 08:08 UTC to Wednesday, 07 December 2022 at 08:00 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:
[1683] native,american [1374] #nativeamerican,#nativeamericans [1296] daily,amazing [1273] #nativeamericans,#native [1255] content,#nativeamerican [1251] amazing,native [1249] #nativehistory,#history [1243] #native,#usa [1242] #usa,#nativehistory [1234] american,content Top Word Pairs in Tweet in G1:
[1271] #nativeamerican,#nativeamericans [1271] native,american [1233] daily,amazing [1207] #nativeamericans,#native [1187] #nativehistory,#history [1183] content,#nativeamerican [1179] amazing,native [1179] #native,#usa [1178] #usa,#nativehistory [1162] american,content Top Word Pairs in Tweet in G2:
[113] native,american [38] telfar,bag [38] bag,70 [37] #nativeamerican,#nativeamericans [36] #buynowpaylater,#freeshipping [29] 65,madeinusa [28] #nativeamerican,#christmas [28] #christmastree,#christmasgiftideas [28] #christmas2022,#christmastree [28] #nativeamericans,#usa Top Word Pairs in Tweet in G3:
[66] american,indian [50] native,american [42] #americanindianheritagemonth,#nativeamericanheritagemonth [40] wounded,knee [39] remember,wounded [39] movement,#americanindianheritagemonth [39] knee,american [39] indian,movement [37] jacqueline,keeler [37] dead,mourners Top Word Pairs in Tweet in G4:
[234] reposting,native [232] hatsune,miku [232] draw,again [232] definitely,gonna [232] soon,think [232] gonna,draw [232] think,#nativeamerican [232] again,soon [232] native,hatsune [232] miku,drawing Top Word Pairs in Tweet in G5:
[118] free,shipping [110] available,shop [110] shop,free [104] #alaskanative,#firstnations [77] shipping,#nativetwitter [71] earrings,available [61] please,check [60] skin,earrings [59] #allies,anyone [59] hey,fellow Top Word Pairs in Tweet in G6:
[36] logitech,doing [30] raise,money [27] hey,folks [27] added,few [27] store,added [27] profits,non [27] reopened,redbubble [27] popular,demand [27] few,things [27] demand,we've Top Word Pairs in Tweet in G7:
[131] meet,maine [123] found,well [123] believable,characters [123] review,meet [123] developed,believable [123] star,amazon [123] characters,placed [123] well,developed [123] amazon,review [119] susanneleist,star Top Word Pairs in Tweet in G8:
[43] #historical,facts [43] close,#nativeamerican [43] month,#historical [43] facts,share [43] make,sure [43] share,make [43] heritage,month [43] sure,buy [43] #nativeamerican,heritage [42] karlaforflorida,close Top Word Pairs in Tweet in G9:
[30] time,joebiden [30] vp,usgov [30] usgov,#freeleonardpeltier [30] joebiden,vp [30] #freeleonardpeltier,#freeleonard [30] #freeleonard,#indigenoussovereignty [30] #indigenoussovereignty,#nativeamericanheritagemonth [29] sunnyb,time [29] #nativeamericanheritagemonth,#nativeamer [21] native,american Top Word Pairs in Tweet in G10:
[60] chaco,canyon [47] national,monument [33] #history,#heritage [30] #nativeamerican,#history [25] dwellingshttp,ow [25] bandelier,national [25] 8yz350luu4a,#nativeamerican [25] ly,8yz350luu4a [25] cave,dwellingshttp [25] explore,ancient 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 G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: