The graph represents a network of 6,406 Twitter users whose recent tweets contained "measles", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 23:09 UTC.
The tweets in the network were tweeted over the 1714-day, 3-hour, 38-minute period from Saturday, 05 May 2018 at 21:20 UTC to Saturday, 14 January 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 6406
Unique Edges : 4139
Edges With Duplicates : 9722
Total Edges : 13861
Number of Edge Types : 9
Quote : 563
Tweet : 1208
Replies to : 1771
MentionsInReplyTo : 4320
Retweet : 2531
MentionsInRetweet : 3191
Mentions : 243
MentionsInQuoteReply : 20
MentionsInQuote : 14
Self-Loops : 1429
Reciprocated Vertex Pair Ratio : 0.0363460475400774
Reciprocated Edge Ratio : 0.0701426856914255
Connected Components : 1167
Single-Vertex Connected Components : 424
Maximum Vertices in a Connected Component : 2627
Maximum Edges in a Connected Component : 6986
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.270727
Graph Density : 0.000182766790404098
Modularity : 0.549055
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,406 Twitter users whose recent tweets contained "measles", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 23:09 UTC.
The tweets in the network were tweeted over the 1714-day, 3-hour, 38-minute period from Saturday, 05 May 2018 at 21:20 UTC to Saturday, 14 January 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : measles
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:
[420] vaccines,under [420] benefit,analysis [420] analysis,vaccines [420] risk,benefit [420] under,12s [418] ukhsa,scientist [418] misinforming,public [418] 12s,misinforming [418] scientist,unaware [418] unaware,risk Top Word Pairs in Tweet in G1:
[400] scientist,unaware [400] vaccines,under [400] analysis,vaccines [400] risk,benefit [400] 12s,misinforming [400] unaware,risk [400] under,12s [400] ukhsa,scientist [400] misinforming,public [400] benefit,analysis Top Word Pairs in Tweet in G2:
[97] vaccination,rates [96] lt,lt [87] gt,gt [64] 250,000 [53] vulnerable,measles [47] vaccination,rate [44] school,year [41] measles,vaccination [41] nearly,250 [41] against,measles Top Word Pairs in Tweet in G3:
[227] lowest,decade [168] measles,vax [168] kids,entering [168] vax,rates [168] entering,kindergarten [159] data,childhood [159] cdcgov,data [159] kindergarten,fallen [159] fallen,lowest [159] rates,kids Top Word Pairs in Tweet in G4:
[98] drneilstone,ourworldindata [91] garbage,gaining [91] thought,graph [91] traction,again [91] anti,vaccine [91] measles,cases [91] again,thought [91] vaccine,garbage [91] gaining,traction [90] graph,measles Top Word Pairs in Tweet in G5:
[12] twittersupport,ellagirwin [11] childrenshd,twittersupport [9] nopoisonjabs,andrewlazarus4 [9] burgerlab12,kathmarval [9] kathmarval,nopoisonjabs [8] scottstocker4,ryanbeed [8] louforfreedoml1,pleasedebunk [8] grow,brand [7] means,nowhere [7] developed,world Top Word Pairs in Tweet in G6:
[175] decades,tb [175] tetanus,measles [175] matter,over [175] measles,vaccines [175] health,programmes [175] over,decades [175] vaccines,inducted [175] inducted,national [175] national,health [175] tb,tetanus Top Word Pairs in Tweet in G7:
[92] vaccination,rates [88] dropped,again [84] again,last [63] year,federal [63] rates,kindergarteners [63] officials,starting [63] kindergarteners,dropped [63] federal,officials [63] starting,campaign [63] last,year Top Word Pairs in Tweet in G8:
[91] brought,anti [91] republican,party [91] cheery,story [91] story,brought [91] here's,cheery [91] life,republican [91] anti,life [89] earlofenough,here's [89] anti,vax [89] vax,anti Top Word Pairs in Tweet in G9:
[49] vaccination,rates [45] measles,polio [44] rates,drop [44] outbreaks,emerge [43] childhood,vaccination [43] polio,outbreaks [43] drop,measles [34] fall,2021 [33] data,released [33] released,week Top Word Pairs in Tweet in G10:
[58] measles,mumps [58] speakermccarthy,housegop [51] mumps,rubella [40] same,measles [40] rubella,diphtheria [40] gonna,same [22] diphtheria,tetanus [22] influenza,meningitis [22] tetanus,influenza [21] housegop,gonna Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: