The graph represents a network of 2 518 Twitter users whose recent tweets contained "#nativeamerican", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Saturday, 28 December 2019 at 20:26 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 9-minute period from Friday, 20 December 2019 at 12:56 UTC to Saturday, 28 December 2019 at 20:05 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 : 2544
Unique Edges : 2266
Edges With Duplicates : 3142
Total Edges : 5408
Number of Edge Types : 5
Mentions : 853
Retweet : 2987
Tweet : 933
Replies to : 215
MentionsInRetweet : 420
Self-Loops : 962
Reciprocated Vertex Pair Ratio : 0,00391083300743058
Reciprocated Edge Ratio : 0,00779119594857811
Connected Components : 380
Single-Vertex Connected Components : 222
Maximum Vertices in a Connected Component : 1680
Maximum Edges in a Connected Component : 3717
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4,399601
Graph Density : 0,000396791537751925
Modularity : 0,463039
NodeXL Version : 1.0.1.422
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219631
Data Import : The graph represents a network of 2 518 Twitter users whose recent tweets contained "#nativeamerican", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Saturday, 28 December 2019 at 20:26 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 9-minute period from Friday, 20 December 2019 at 12:56 UTC to Saturday, 28 December 2019 at 20:05 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 : TwitterSearch
Graph Term : #nativeamerican
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:
[1926] #nativeamerican,#wisdom [1495] #wisdom,#quotes [727] proverb,#nativeamerican [374] #wisdom,quotes [322] native,american [306] chief,joseph [270] joseph,#nativeamerican [240] girl,loved [240] loved,cayo [240] cayo,bradley Top Word Pairs in Tweet in G1:
[1766] #nativeamerican,#wisdom [1374] #wisdom,#quotes [651] proverb,#nativeamerican [342] #wisdom,quotes [287] chief,joseph [253] joseph,#nativeamerican [181] winona,laduke [181] laduke,#nativeamerican [162] hopi,proverb [161] #nativeamerican,wisdom Top Word Pairs in Tweet in G2:
[37] #indian,#nativeamerican [34] #native,#nativeamerican [34] #nativeamerican,#インディアン [34] #インディアン,#ネイティブアメリカン [32] #nativeamerican,#americanindian [29] #edwardscurtis,#edwardcurtis [29] #edwardcurtis,#thecurtisgallery [29] #thecurtisgallery,#edwardcurtisphotography [29] #edwardcurtisphotography,#northamericanindian [29] #northamericanindian,#native Top Word Pairs in Tweet in G3:
[119] #nativeamerican,#native [109] #nativeamerican,#wisdom [79] #wisdom,#quotes [74] dan,nance [70] nance,#nativeamerican [46] #nativeamerican,#firstnations [46] tonyduncan,music [46] music,healing [46] healing,mind [46] mind,body Top Word Pairs in Tweet in G4:
[236] girl,loved [236] loved,cayo [236] cayo,bradley [192] #nativeamerican,#western [189] #romance,#nativeamerican [169] more,western [169] western,much [169] much,more [169] more,love [169] love,story Top Word Pairs in Tweet in G5:
[20] #joebiden,#michaelbennett [20] #michaelbennett,#stevebullock [20] #stevebullock,#timryan [20] #cnn,#dod [20] #dod,#wsj [20] #wsj,#alaska [20] #alaska,#nativehawaiians [20] #nativehawaiians,#nativeamerican [20] #nativeamerican,#nativealaskans [20] #nativealaskans,#bloomberg Top Word Pairs in Tweet in G6:
[55] #travel,#roadtrip [44] #history,#nativeamerican [44] #nativeamerican,#culture [34] #culture,#heritage [32] chaco,canyon [28] #newmexico,#history [28] #roadtrip,#vacation [24] #heritage,#culture [23] #roadtrip,#travel [21] #nativeamerican,#heritage Top Word Pairs in Tweet in G7:
[88] native,american [44] #elizabethwarren,actually [44] actually,government [44] government,guns [44] guns,proving [44] proving,conclusively [44] conclusively,lied [44] lied,alleged [44] alleged,native [44] american,#nativeamerican Top Word Pairs in Tweet in G8:
[29] #thinkindian,#nativeamerican [26] #nativeamerican,#flute [20] native,american [19] proverb,#nativeamerican [18] #indigenous,#native [18] #native,#nativeamerican [18] #nativeamerican,#litefoot [18] #litefoot,#cherokee [16] #nativeamerican,#wisdom [15] #wisdom,#quotes Top Word Pairs in Tweet in G9:
[16] excellent,aises [16] aises,scholarship [16] scholarship,opportunities [16] opportunities,scholarship [16] scholarship,amounts [16] amounts,range [16] range,000 [16] 000,10 [16] 10,000 [16] 000,apply Top Word Pairs in Tweet in G10:
[15] boodacat2020,trumpforever200 [15] trumpforever200,i_amlarrydallas [15] vuktheman,eriemom [15] couldbelarry,particlex17 [15] particlex17,painever15 [15] painever15,tarheeiblue [15] tarheeiblue,trumpkevin4 [15] trumpkevin4,kattwomankittie [15] lastlaughaemial,rantstreamdave [15] rantstreamdave,tvtowncryer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
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 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: