The graph represents a network of 689 Twitter users whose recent tweets contained "#blackwomenlead", 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 Wednesday, 24 April 2019 at 22:03 UTC.
The tweets in the network were tweeted over the 9-day, 9-hour, 32-minute period from Monday, 15 April 2019 at 12:27 UTC to Wednesday, 24 April 2019 at 21:59 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 : 689
Unique Edges : 1242
Edges With Duplicates : 511
Total Edges : 1753
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.0275650842266462
Reciprocated Edge Ratio : 0.0536512667660209
Connected Components : 51
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 592
Maximum Edges in a Connected Component : 1628
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.630453
Graph Density : 0.00283103250413474
Modularity : 0.530871
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[178] black,women [104] presidential,forum [100] #blackwomenlead,#shethepeople2020 [88] _shethepeople,presidential [78] here,#shethepeople2020 [76] first,black [74] #shethepeople2020,#blackwomenlead [73] barbara,jordan [68] jordan,first [67] honored,here Top Word Pairs in Tweet in G1:
[56] #blackwomenlead,#shethepeople2020 [53] presidential,forum [48] _shethepeople,presidential [36] black,women [30] #shethepeople2020,#blackwomenlead [26] black,woman [24] first,presidential [24] second,black [23] women,color [21] kamalaharris,takes Top Word Pairs in Tweet in G2:
[38] join,higherheights [35] _shethepeople,presidential [35] presidential,forum [34] higherheights,houston [34] houston,tx [34] tx,_shethepeople [32] forum,inspiring [32] inspiring,evening [32] evening,cocktails [31] black,women Top Word Pairs in Tweet in G3:
[31] #shethepeople2020,#blackwomenlead [30] #blackwomenlead,#shethepeople2020 [29] kamala,harris [21] black,women [20] america,desires [20] desires,president [20] president,uses [20] uses,bully [20] bully,pulpit [20] pulpit,#blackwomenlead Top Word Pairs in Tweet in G4:
[49] honored,here [49] here,#shethepeople2020 [49] #shethepeople2020,texas [49] texas,home [49] home,late [49] late,legendary [49] legendary,barbara [49] barbara,jordan [49] jordan,first [49] first,black Top Word Pairs in Tweet in G5:
[63] love,ninaturner [63] ninaturner,invokes [63] invokes,congresswoman [63] congresswoman,jordan's [63] jordan's,words [63] words,wisdom [63] wisdom,weaves [63] weaves,powerful [63] powerful,uplifting [62] savemain_st,love Top Word Pairs in Tweet in G6:
[26] black,women [15] shirley,chisholm [13] first,black [12] black,woman [12] years,ago [11] momsrising,black [10] barbara,jordan [10] women,forefront [10] forefront,democracy [10] democracy,beginning Top Word Pairs in Tweet in G7:
[2] please,join [2] join,journey [2] journey,find [2] find,yourself [2] yourself,truth [2] truth,iamallthatyouare [2] #blackwomenlead,#blackwomen [2] #blackwomen,#blackwomenlead [2] #millionairemindset,#blackwomenlead [2] #blackwomenlead,#blackwomenempowerment Top Word Pairs in Tweet in G8:
[19] #thursdaythought,#harriettubman [19] #harriettubman,#blackwomenlead [19] #blackwomenlead,surprised [19] surprised,surprised [18] teelaresists,#thursdaythought Top Word Pairs in Tweet in G9:
[6] presidential,forum [5] join,sistahpreneurs [5] sistahpreneurs,happy [5] happy,hour [5] hour,waiting [5] waiting,contracts [5] contracts,fall [5] fall,laps [5] laps,discussing [5] discussing,ways Top Word Pairs in Tweet in G10:
[33] black,women [11] important,listen [11] listen,black [11] women,trust [11] trust,black [11] women,invest [11] invest,black [11] women,#blackwomenlead [10] sechristia,important [10] #blackwomenlead,#c 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 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 G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: