The graph represents a network of 5,671 Twitter users whose recent tweets contained "immunization", 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 20:02 UTC.
The tweets in the network were tweeted over the 1337-day, 19-hour, 40-minute period from Wednesday, 01 May 2019 at 15:11 UTC to Thursday, 29 December 2022 at 10:51 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 : 5671
Unique Edges : 2281
Edges With Duplicates : 9773
Total Edges : 12054
Number of Edge Types : 9
Retweet : 3880
MentionsInRetweet : 4415
Tweet : 678
Replies to : 846
MentionsInReplyTo : 1782
Mentions : 338
MentionsInQuote : 31
Quote : 67
MentionsInQuoteReply : 17
Self-Loops : 962
Reciprocated Vertex Pair Ratio : 0.0211129296235679
Reciprocated Edge Ratio : 0.0413527808943741
Connected Components : 701
Single-Vertex Connected Components : 328
Maximum Vertices in a Connected Component : 3737
Maximum Edges in a Connected Component : 8307
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.544793
Graph Density : 0.000194031517137377
Modularity : 0.496992
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,671 Twitter users whose recent tweets contained "immunization", 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 20:02 UTC.
The tweets in the network were tweeted over the 1337-day, 19-hour, 40-minute period from Wednesday, 01 May 2019 at 15:11 UTC to Thursday, 29 December 2022 at 10:51 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 : immunization
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:
[2111] karen,kingston [2108] biotech,analyst [2107] analyst,karen [2107] kingston,urging [2076] urging,parents [2074] parents,cautious [2074] watch,biotech [2074] cautious,following [2074] parents,watch [2015] following,childho Top Word Pairs in Tweet in G1:
[1979] karen,kingston [1979] urging,parents [1979] kingston,urging [1979] analyst,karen [1979] biotech,analyst [1978] watch,biotech [1978] parents,watch [1978] cautious,following [1978] parents,cautious [1972] following,childho Top Word Pairs in Tweet in G2:
[360] advisory,group [360] technical,advisory [360] national,technical [360] group,immunization [354] 26,shock [354] shock,learn [354] body,national [354] immunization,advisory [354] advisory,body [354] apex,immunization Top Word Pairs in Tweet in G3:
[60] covid,19 [46] card,protector [40] immunization,record [38] vaccination,card [35] card,holder [29] vaccine,card [21] cdc,vaccination [16] immunization,schedule [16] record,book [16] protector,inches Top Word Pairs in Tweet in G4:
[28] kevinault,dr [27] over,abundant [26] thread,earlier [26] good,excuse [26] excuse,go [26] abundant,data [26] vikilovesfacs,tagged [26] tagged,thread [26] male,vikilovesfacs [26] go,over Top Word Pairs in Tweet in G5:
[150] sterilization,extermination [150] extermination,dealing [150] oh,yes [150] yes,knew [150] jab,immunization [150] dealing,crimes [150] knew,covid [150] covid,jab [150] immunization,sterilization [149] drjudyamikovits,oh Top Word Pairs in Tweet in G6:
[151] sevadaljk,india [100] immunization,programme [100] october,1994 [100] programme,october [100] rolled,pulse [100] accounted,around [100] around,60 [100] polio,immunization [100] india,rolled [100] 1994,country Top Word Pairs in Tweet in G7:
[90] harvard,medical [90] medical,school [88] school,member [88] prof,medicine [88] qualifications,kulldorff [88] kulldorff,prof [88] tedlieu,davidzweig [88] member,fda's [88] medicine,harvard [88] davidzweig,qualifications Top Word Pairs in Tweet in G8:
[120] immunization,advisory [120] advisory,committee [119] dept,public [119] health,immunization [119] public,health [87] public,comment [87] breaking,public [87] plans,add [87] committee,plans [87] comment,dept Top Word Pairs in Tweet in G9:
[24] routine,immunization [12] social,media [11] mohfw_india,mansukhmandviya [10] onwards,mohfw_india [10] usaid_nishtha,routine [10] schedule,january [10] immunization,schedule [10] national,immunization [10] january,onwards [9] askdrshashank,national Top Word Pairs in Tweet in G10:
[20] demand,aust [20] _aussie17,oh [20] dear,demand [20] oh,dear [19] wildcolonialgal,_aussie17 [6] advisory,committee [6] immunization,practices [6] committee,immunization [5] gain,function [4] members,volunteers Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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:
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: