The graph represents a network of 5,573 Twitter users whose recent tweets contained "#womenintech", 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, 15 January 2021 at 16:22 UTC.
The tweets in the network were tweeted over the 4-day, 0-hour, 25-minute period from Monday, 11 January 2021 at 14:21 UTC to Friday, 15 January 2021 at 14:46 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 : 5573
Unique Edges : 13601
Edges With Duplicates : 15906
Total Edges : 29507
Number of Edge Types : 5
Retweet : 15178
MentionsInRetweet : 9363
Tweet : 2173
Mentions : 2481
Replies to : 312
Self-Loops : 2308
Reciprocated Vertex Pair Ratio : 0.0217129071170084
Reciprocated Edge Ratio : 0.0425029515938607
Connected Components : 133
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 5282
Maximum Edges in a Connected Component : 29158
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.228652
Graph Density : 0.000518247076040529
Modularity : 0.399123
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,573 Twitter users whose recent tweets contained "#womenintech", 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, 15 January 2021 at 16:22 UTC.
The tweets in the network were tweeted over the 4-day, 0-hour, 25-minute period from Monday, 11 January 2021 at 14:21 UTC to Friday, 15 January 2021 at 14:46 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 : #womenintech
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:
[3316] #100daysofcode,#devcommunity [2630] #serverless,#womenintech [2383] #cybersecurity,#rstats [2274] #rstats,#codenewbie [2207] #iot,#flutter [2186] #javascript,#serverless [2140] #devcommunity,#iot [2088] #ai,#100daysofcode [1975] #womenintech,#cybersecurity [1929] #womenwhocode,#womenintech Top Word Pairs in Tweet in G1:
[203] #100daysofcode,#devcommunity [199] #womenwhocode,#womenintech [186] #womenintech,#womeninstem [145] women,tech [137] #serverless,#womenintech [135] #womenintech,#womenwhocode [125] #cybersecurity,#rstats [120] #javascript,#serverless [119] #devcommunity,#iot [119] #rstats,#codenewbie Top Word Pairs in Tweet in G2:
[3059] #100daysofcode,#devcommunity [2458] #serverless,#womenintech [2222] #cybersecurity,#rstats [2119] #rstats,#codenewbie [2064] #iot,#flutter [2033] #javascript,#serverless [1991] #devcommunity,#iot [1954] #ai,#100daysofcode [1835] #womenintech,#cybersecurity [1390] #womenwhocode,#womenintech Top Word Pairs in Tweet in G3:
[55] #womenintech,#womeninstem [51] #womeninstem,#womenintech [50] #womenintech,#womeninbusiness [33] #womenwhocode,#womenintech [31] #womenintech,#womenwhocode [28] women,tech [25] margaret,hamilton [25] hamilton,standing [25] standing,next [25] next,code Top Word Pairs in Tweet in G4:
[209] #womenwhocode,#womenintech [203] #100daysofcode,#womenwhocode [118] thread,#100daysofcode [113] best,cheat [113] cheat,sheets [113] sheets,html [113] html,css [113] css,thread [66] #womenintech,#womenwhocode [63] day,#100daysofcode Top Word Pairs in Tweet in G5:
[24] #womenwhocode,#womenintech [23] whose,tuning [23] tuning,first [23] first,virtual [23] virtual,#ces2021 [23] #ces2021,live [23] live,follow [23] follow,ces [23] ces,updates [23] updates,action Top Word Pairs in Tweet in G6:
[67] #womenintech,#fearlessfounders [56] founder,follow [48] #shesoars,#womenintech [33] women,cloud [27] #woman,founder [27] #founder,follow [27] summit,live [27] live,demand [27] demand,jan [27] jan,28th Top Word Pairs in Tweet in G7:
[70] #tech,#womenintech [69] #womenintech,#technology [61] cnet,#womenintech [61] #womenintech,#tech [59] #technology,#womenintech [57] #womenintech,#technie [54] #techiewomen,#womenintech [51] #womenintech,#techiewomen [51] ces,2021 [50] #technie,#womenintech Top Word Pairs in Tweet in G8:
[74] excusas,vamos [74] vamos,crear [74] crear,listas [74] listas,mujeres [74] mujeres,speakers [74] speakers,tecnología [74] tecnología,#womenintech [74] #womenintech,quién [74] quién,sugerirías [74] sugerirías,perfil Top Word Pairs in Tweet in G9:
[84] #womenintech,#blacktechtwitter [78] #blacktechtwitter,#womenintech [36] apply,#blacktechtwitter [36] #womenintech,#jobsearch [36] #jobsearch,#hiring [26] software,engineer [23] #womenwhocode,#womenintech [19] coding,black [19] black,females [18] front,end Top Word Pairs in Tweet in G10:
[29] #womeninstem,#womenintech [27] mae,carol [27] carol,jemison [27] jemison,became [27] became,first [27] first,african [27] african,american [27] american,woman [27] woman,travel [27] travel,space Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
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 G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: