The graph represents a network of 3,306 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 02:07 UTC.
The tweets in the network were tweeted over the 2508-day, 7-hour, 44-minute period from Monday, 25 April 2016 at 17:13 UTC to Thursday, 09 March 2023 at 00:58 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 : 3306
Unique Edges : 1313
Edges With Duplicates : 9056
Total Edges : 10369
Number of Edge Types : 8
Retweet : 3470
MentionsInRetweet : 4043
Mentions : 441
Tweet : 1607
Replies to : 247
MentionsInReplyTo : 326
Quote : 119
MentionsInQuote : 116
Self-Loops : 1883
Reciprocated Vertex Pair Ratio : 0.0185904550499445
Reciprocated Edge Ratio : 0.0365023154453827
Connected Components : 395
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 2205
Maximum Edges in a Connected Component : 8132
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.349432
Graph Density : 0.00033597740503902
Modularity : 0.359693
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,306 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 02:07 UTC.
The tweets in the network were tweeted over the 2508-day, 7-hour, 44-minute period from Monday, 25 April 2016 at 17:13 UTC to Thursday, 09 March 2023 at 00:58 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:
[1089] native,american [873] #nativeamerican,#nativeamericans [746] #nativeamericans,#native [573] #nativehistory,#history [570] native,girl [569] outside,lab [569] little,native [569] chemistry,org [569] physics,chemistry [569] installed,outside Top Word Pairs in Tweet in G1:
[562] name,plate [562] little,native [562] org,biology [562] native,girl [562] lab,little [562] outside,lab [562] made,physics [562] physics,chemistry [562] girl,made [562] chemistry,org Top Word Pairs in Tweet in G2:
[787] #nativeamerican,#nativeamericans [748] native,american [706] #nativeamericans,#native [541] #nativehistory,#history [534] daily,amazing [509] amazing,native [458] content,#nativeamerican [431] #native,#usa [410] #usa,#nativehistory [359] american,content Top Word Pairs in Tweet in G3:
[35] native,american [20] #hispanic,#nativeamerican [18] #africanamerican,#hispanic [18] bottom,south [18] heat,coming [18] subscribe,iuic [18] coming,bottom [18] #bible,#africanamerican [18] south,#iuic [18] stay,heat Top Word Pairs in Tweet in G4:
[142] #awardwinning,#passamaquoddy [113] #canada,#wabanaki [113] #booktwitter,#nativetwitter [113] #nativetwitter,#nativeamerican [113] #maine,#canada [113] #authorsoftwitter,#booktwitter [113] #firstnations,#maine [113] #writerslift,#firstnations [113] #nativeamerican,#writerslift [89] #passamaquoddy,#legends Top Word Pairs in Tweet in G5:
[91] free,shipping [91] shop,free [81] please,check [80] shipping,#nativetwitter [78] available,shop [78] earrings,available [67] #alaskanative,#firstnations [64] check,shop [62] #nativetwitter,#beadwork [50] thank,#nativetwitter Top Word Pairs in Tweet in G6:
[11] students,recent [11] recent,undergrads [11] #internship,#nativetwitter [11] opportunity,#internship [11] attention,native [11] native,students [11] check,opportunity [11] undergrads,check [10] usindianaffairs,attention [10] future,#nativetwitter Top Word Pairs in Tweet in G7:
[50] products,support [50] #rbandme,#findyourthing [50] redbubble,#rbandme [50] printed,awesome [50] art,printed [50] awesome,products [50] support,redbubble [45] mar73_designs,art [45] #findyourthing,#redbu [28] #native,#indigenous Top Word Pairs in Tweet in G8:
[13] #africanamerican,#nativeamerican [12] 1770,john [12] #nativeamerican,crispus [12] john,adams [12] led,attack [12] march,1770 [12] boston,massacre [12] free,#africanamerican [12] massacre,march [12] crispus,attucks Top Word Pairs in Tweet in G9:
[79] nomaxart,amazing [79] commissioned,artwork [79] see,artwork [79] love,wonderful [79] amazing,love [79] artwork,authentically [79] artwork,nomaxart [79] wonderful,see [78] furrywriter,commissioned [78] authentically,represe Top Word Pairs in Tweet in G10:
[33] first,short [33] film,festival [33] doc,under [33] short,doc [33] native,women [33] mins,officially [33] under,20 [33] festival,2023 [33] officially,selected [33] 20,mins 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 G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: