The graph represents a network of 2,957 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 01:07 UTC.
The tweets in the network were tweeted over the 2977-day, 1-hour, 21-minute period from Monday, 19 January 2015 at 22:38 UTC to Thursday, 16 March 2023 at 00:00 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 : 2957
Unique Edges : 1306
Edges With Duplicates : 9238
Total Edges : 10544
Number of Edge Types : 9
Replies to : 359
MentionsInReplyTo : 476
Tweet : 1665
Retweet : 3387
MentionsInRetweet : 4041
Mentions : 444
Quote : 112
MentionsInQuote : 59
MentionsInQuoteReply : 1
Self-Loops : 1997
Reciprocated Vertex Pair Ratio : 0.0273894436519258
Reciprocated Edge Ratio : 0.0533185226326021
Connected Components : 427
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 1725
Maximum Edges in a Connected Component : 7823
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.050055
Graph Density : 0.000411971684354411
Modularity : 0.341773
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,957 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 01:07 UTC.
The tweets in the network were tweeted over the 2977-day, 1-hour, 21-minute period from Monday, 19 January 2015 at 22:38 UTC to Thursday, 16 March 2023 at 00:00 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:
[1254] native,american [921] #nativeamerican,#nativeamericans [756] #nativeamericans,#native [587] #nativehistory,#history [585] daily,amazing [560] amazing,native [546] content,#nativeamerican [470] #native,#usa [443] #usa,#nativehistory [439] american,content Top Word Pairs in Tweet in G1:
[873] native,american [840] #nativeamerican,#nativeamericans [710] #nativeamericans,#native [563] daily,amazing [554] #nativehistory,#history [537] amazing,native [524] content,#nativeamerican [444] #native,#usa [418] american,content [417] #usa,#nativehistory Top Word Pairs in Tweet in G2:
[109] free,shipping [108] shop,free [97] available,shop [95] earrings,available [76] shipping,#nativetwitter [70] please,check [63] #alaskanative,#firstnations [62] hair,birch [62] hand,dyed [62] charlottes,dentalium Top Word Pairs in Tweet in G3:
[75] native,american [34] #hispanic,#nativeamerican [33] #africanamerican,#hispanic [32] bottom,south [32] heat,coming [32] subscribe,iuic [32] coming,bottom [32] #bible,#africanamerican [32] south,#iuic [32] stay,heat Top Word Pairs in Tweet in G4:
[212] #awardwinning,#passamaquoddy [154] train,brain [154] #passamaquoddy,culture [154] brain,learn [154] learn,#passamaquoddy [152] culture,#awardwinning [152] #passamaquoddy,#legends [151] #nativetwitter,#nativeamerican [151] #maine,#canada [151] #writerslift,#firstnations Top Word Pairs in Tweet in G5:
[420] one,owns [105] #sand,given [105] #land,one [105] owns,#water [105] #water,one [105] #ocean,one [105] owns,#ocean [105] owns,#land [105] owns,#sand [104] given,#mothe Top Word Pairs in Tweet in G6:
[101] products,support [101] art,printed [101] awesome,products [101] redbubble,#rbandme [101] #rbandme,#findyourthing [101] printed,awesome [101] support,redbubble [97] mar73_designs,art [97] #findyourthing,#redbu [8] twitter,friends Top Word Pairs in Tweet in G7:
[75] concerns,raised [75] byindigenous,peoples [75] cbc,investigating [75] thank,cbc [75] memorialu,president [75] others,memorialu [75] president,vianne [75] peoples,others [75] investigating,concerns [75] raised,byindigenous Top Word Pairs in Tweet in G8:
[18] shop,indigenouscon [18] gift,shop [18] see,game [18] such,honor [18] highlighted,famokmuseum [18] game,highlighted [18] honor,see [18] famokmuseum,gift [18] indigenouscon,much [17] coyotencrowrpg,such Top Word Pairs in Tweet in G9:
[154] native,american [50] valleerose24,vintage [48] valleerose24,native [44] hand,woven [44] vintage,native [34] american,small [34] american,trinket [34] woven,basket [34] basket,native [34] woven,bowl Top Word Pairs in Tweet in G10:
[51] pre,history [51] usa,pre [51] historical,places [51] such,historical [51] places,usa [51] history,#usa [51] #usa,never [51] never,told [51] many,such [51] told,public Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: