The graph represents a network of 18,736 Twitter users whose recent tweets contained "(vaccine OR vaccination OR covid OR covid19 OR corona OR vaxxed OR vax OR vaxxer) (pregnancy OR pregnant OR fertility)", 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, 30 July 2021 at 13:26 UTC.
The tweets in the network were tweeted over the 1-day, 23-hour, 44-minute period from Wednesday, 28 July 2021 at 12:33 UTC to Friday, 30 July 2021 at 12:17 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 : 18736
Unique Edges : 23355
Edges With Duplicates : 2787
Total Edges : 26142
Number of Edge Types : 5
Retweet : 14365
MentionsInRetweet : 4843
Tweet : 1792
Replies to : 2215
Mentions : 2927
Self-Loops : 1822
Reciprocated Vertex Pair Ratio : 0.0106472277446433
Reciprocated Edge Ratio : 0.0210701171533485
Connected Components : 1983
Single-Vertex Connected Components : 945
Maximum Vertices in a Connected Component : 13410
Maximum Edges in a Connected Component : 20004
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.692089
Graph Density : 6.51702688652488E-05
Modularity : 0.811464
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 18,736 Twitter users whose recent tweets contained "(vaccine OR vaccination OR covid OR covid19 OR corona OR vaxxed OR vax OR vaxxer) (pregnancy OR pregnant OR fertility)", 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, 30 July 2021 at 13:26 UTC.
The tweets in the network were tweeted over the 1-day, 23-hour, 44-minute period from Wednesday, 28 July 2021 at 12:33 UTC to Friday, 30 July 2021 at 12:17 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 : (vaccine OR vaccination OR covid OR covid19 OR corona OR vaxxed OR vax OR vaxxer) (pregnancy OR pregnant OR fertility)
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:
[4446] year,old [4270] gave,birth [4242] pregnant,women [4234] tested,positive [4226] positive,covid [4190] 25,year [4190] husband,sunni [4182] wake,call [4181] old,gesti [4181] gesti,accounts Top Word Pairs in Tweet in G1:
[4171] tested,positive [4167] positive,covid [4164] gave,birth [4156] 25,year [4156] year,old [4156] old,gesti [4156] gesti,accounts [4156] accounts,dedicated [4156] dedicated,doctor [4156] doctor,mother Top Word Pairs in Tweet in G2:
[1632] watch,pregnant [1632] pregnant,british [1632] british,mother [1632] mother,being [1632] being,told [1632] told,baby [1632] baby,isn [1632] isn,property [1632] property,born [1632] born,government Top Word Pairs in Tweet in G3:
[1454] pregnant,women [728] covid,19 [298] 19,vaccine [213] expectant,mums [213] mums,covid [208] covid,vaccine [207] read,more [193] women,covid [192] data,shows [188] women,admitted Top Word Pairs in Tweet in G4:
[1111] fertility,pregnancy [1109] effects,fertility [1108] take,vaccine [1107] anyone,trying [1107] trying,shame [1107] shame,wanting [1107] wanting,take [1107] vaccine,fully [1107] fully,tested [1107] tested,effects Top Word Pairs in Tweet in G5:
[404] covid,vaccines [398] cause,infertility [397] vaccines,cause [396] infertility,fertility [396] fertility,doctors [396] doctors,saying [396] saying,december [396] december,saying [396] saying,louder [160] pregnant,women Top Word Pairs in Tweet in G6:
[328] pregnant,women [189] covid,19 [61] covid,vaccine [56] women,urged [37] covid,jab [33] pregnant,woman [33] hospital,admissions [31] vaccine,pregnant [31] rise,hospital [30] 19,vaccine Top Word Pairs in Tweet in G7:
[298] being,told [298] getting,pregnant [297] vaccine,prevent [297] prevent,infection [297] infection,contraceptive [297] contraceptive,prevent [297] prevent,pregnancy [297] pregnancy,imagine [297] imagine,being [297] told,contraceptive Top Word Pairs in Tweet in G8:
[135] pregnant,women [74] delta,variant [74] unborn,baby [73] unvaccinated,expectant [73] expectant,mothers [73] mothers,greater [73] greater,risk [73] risk,delta [73] variant,both [73] both,mother Top Word Pairs in Tweet in G9:
[220] random,high [220] high,school [220] school,girl [220] girl,parents [220] parents,vaccine [220] vaccine,worried [220] worried,future [220] future,fertility [220] fertility,15 [220] 15,year Top Word Pairs in Tweet in G10:
[245] pregnant,women [111] 000,pregnant [110] bbc,reported [110] reported,50 [110] 50,000 [110] women,already [110] already,one [110] one,covid [110] covid,jab [110] jab,way Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: