The graph represents a network of 23,264 Twitter users whose recent tweets contained "#WomenInScience", 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 Friday, 12 February 2021 at 21:46 UTC.
The tweets in the network were tweeted over the 13-hour, 28-minute period from Friday, 12 February 2021 at 07:14 UTC to Friday, 12 February 2021 at 20:43 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 : 23264
Unique Edges : 37122
Edges With Duplicates : 5475
Total Edges : 42597
Number of Edge Types : 5
Retweet : 16125
MentionsInRetweet : 14007
Mentions : 8893
Tweet : 3171
Replies to : 401
Self-Loops : 3248
Reciprocated Vertex Pair Ratio : 0.0230665995638316
Reciprocated Edge Ratio : 0.0450930556694269
Connected Components : 2462
Single-Vertex Connected Components : 472
Maximum Vertices in a Connected Component : 15058
Maximum Edges in a Connected Component : 31411
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 5.640195
Graph Density : 6.76120600742624E-05
Modularity : 0.80369
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 23,264 Twitter users whose recent tweets contained "#WomenInScience", 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 Friday, 12 February 2021 at 21:46 UTC.
The tweets in the network were tweeted over the 13-hour, 28-minute period from Friday, 12 February 2021 at 07:14 UTC to Friday, 12 February 2021 at 20:43 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 : #WomenInScience
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:
[4033] women,girls [3372] #womeninscience,day [3100] girls,science [2963] international,day [2821] day,women [2329] science,technology [2237] engineering,math [2183] technology,engineering [2050] female,graduates [2050] 32,31 Top Word Pairs in Tweet in G1:
[777] women,girls [749] #womeninscience,day [520] really,really [393] girls,science [371] international,day [369] day,women [319] gender,bias [276] more,#womeninscience [271] happy,#womeninscience [269] girls,back Top Word Pairs in Tweet in G2:
[1980] female,graduates [1980] graduates,science [1980] science,technology [1980] technology,engineering [1980] engineering,math [1980] math,ind [1980] ind,43 [1980] 43,rsa [1980] rsa,43 [1980] 42,ita Top Word Pairs in Tweet in G3:
[235] #womeninscience,day [175] women,nasa [166] earth,science [139] women,girls [132] day,women [127] girls,science [119] international,day [116] katherine,johnson [114] today,#womeninscience [111] amazing,women Top Word Pairs in Tweet in G4:
[265] #womeninscience,#womeninstem [214] women,girls [178] international,day [170] girls,science [155] day,women [141] #womeninstem,#womeninscience [78] #womeninscience,day [61] women,science [60] #womeninscienceday,#womeninstem [57] #womeninscience,#womeninscienceday Top Word Pairs in Tweet in G5:
[205] women,girls [181] girls,science [179] international,day [161] day,women [75] #womeninscience,day [51] #womeninscience,womenscienceday [44] #womeninscience,#womeninstem [39] career,science [38] today,international [36] science,#womeninscience Top Word Pairs in Tweet in G6:
[50] women,girls [48] celebrating,#womeninscience [46] international,day [44] girls,science [43] day,women [29] #womeninscience,#womeninglobalhealth [26] celebrate,#womeninscience [26] briannaabaker,elana_gloger [26] chloe_lieng,astrotoya [26] astrotoya,science_pit Top Word Pairs in Tweet in G7:
[76] women,girls [63] #womeninstem,#womeninscience [61] girls,science [60] #womeninscience,#womeninstem [59] international,day [53] day,women [38] #womeninscience,#womenintech [34] #womenintech,#womeninscience [32] #womeninscience,day [26] #womeninscience,#womeninscienceday Top Word Pairs in Tweet in G8:
[432] #womeninscience,day [406] dr,mae [405] mae,jemison [405] jemison,first [405] first,black [405] black,woman [405] woman,space [405] space,pushes [405] pushes,believe [405] believe,capable Top Word Pairs in Tweet in G9:
[54] #womeninscience,#womeninstem [38] women,girls [36] #womeninscience,day [31] international,day [30] girls,science [27] science,technology [26] day,women [25] engineering,math [24] technology,engineering [23] female,graduates Top Word Pairs in Tweet in G10:
[113] #womeninscience,day [97] women,girls [96] girls,science [86] andrea,ghez [86] way,#womeninscience [85] 2020,physics [85] physics,laureate [85] laureate,andrea [85] ghez,young [85] young,girl 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 Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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: