The graph represents a network of 13,817 Twitter users whose recent tweets contained "#MMIW", 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 Tuesday, 11 May 2021 at 08:41 UTC.
The tweets in the network were tweeted over the 5-day, 10-hour, 16-minute period from Wednesday, 05 May 2021 at 21:27 UTC to Tuesday, 11 May 2021 at 07:43 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 : 13817
Unique Edges : 20306
Edges With Duplicates : 3174
Total Edges : 23480
Number of Edge Types : 5
Retweet : 16257
MentionsInRetweet : 4164
Mentions : 984
Tweet : 1657
Replies to : 418
Self-Loops : 1707
Reciprocated Vertex Pair Ratio : 0.00688622754491018
Reciprocated Edge Ratio : 0.0136782634552483
Connected Components : 762
Single-Vertex Connected Components : 417
Maximum Vertices in a Connected Component : 12187
Maximum Edges in a Connected Component : 21621
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.409208
Graph Density : 0.00010570171543753
Modularity : 0.730296
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,817 Twitter users whose recent tweets contained "#MMIW", 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 Tuesday, 11 May 2021 at 08:41 UTC.
The tweets in the network were tweeted over the 5-day, 10-hour, 16-minute period from Wednesday, 05 May 2021 at 21:27 UTC to Tuesday, 11 May 2021 at 07:43 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 : #MMIW
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[8541] indigenous,women [8435] missing,murdered [7615] murdered,indigenous [3279] women,#mmiw [3146] day,awareness [3046] women,girls [2776] #mmiw,#mmiwg [2753] native,women [2627] awareness,missing [2624] awareness,day Top Word Pairs in Tweet in G1:
[1795] missing,murdered [1794] indigenous,women [1789] murdered,indigenous [1741] women,#mmiw [1739] 5700,missing [1730] over,5700 [1729] join,over [1712] tweeting,day [1712] day,join [82] #mmiw,#mmiwg Top Word Pairs in Tweet in G2:
[593] missing,murdered [562] indigenous,women [529] murdered,indigenous [359] #mmiw,#mmiwg [265] #mmiw,#mmiwg2s [241] ethnic,cleansing [239] #mmiwg2s,#mmiw [218] took,down [215] instagram,took [214] last,night Top Word Pairs in Tweet in G3:
[1087] missing,murdered [986] indigenous,women [915] murdered,indigenous [694] awareness,day [642] #mmiw,#mmiwg2s [575] day,awareness [447] women,#mmiw [421] today,missing [330] wear,red [327] #mmiw,#mmiwg Top Word Pairs in Tweet in G4:
[933] women,girls [741] native,women [710] indigenous,women [665] missing,murdered [649] murdered,indigenous [583] #nomorestolensisters,#mmiw [468] day,awareness [456] national,day [456] awareness,missing [423] take,action Top Word Pairs in Tweet in G5:
[867] native,women [857] one,statistic [857] statistic,everyone [857] everyone,know [857] know,violence [857] violence,against [857] against,native [857] women,97 [857] 97,survivors [857] survivors,abused Top Word Pairs in Tweet in G6:
[668] indigenous,women [640] awareness,day [628] #mmiw,awareness [626] day,find [626] find,kinds [626] kinds,horrifying [626] horrifying,statistics [626] statistics,tell [626] tell,indigenous [626] women,born Top Word Pairs in Tweet in G7:
[548] non,native [547] tw,murder [547] murder,mmiw [547] mmiw,re [547] re,non [547] native,follow [547] follow,please [547] please,take [547] take,second [547] second,learn Top Word Pairs in Tweet in G8:
[685] indigenous,women [415] women,girls [375] #mmiw,#mmiwg [371] two,spirit [369] girls,two [339] missing,murdered [333] murdered,indigenous [327] spirit,people [323] day,awareness [322] national,day Top Word Pairs in Tweet in G9:
[254] missing,murdered [228] murdered,indigenous [156] native,women [146] indigenous,women [136] instagram,finally [136] finally,apologizing [136] apologizing,deleting [136] deleting,#mmiw [136] #mmiw,won [136] won,explain Top Word Pairs in Tweet in G10:
[352] missing,murdered [285] sisters,relatives [259] today,day [250] day,#mmiw [250] #mmiw,#mmiwg2st [249] each,red [249] red,dress [249] dress,represents [249] represents,one [249] one,native Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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Top Mentioned in G5:
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Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: