The graph represents a network of 6,206 Twitter users whose recent tweets contained "(immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doctor OR nurse)", 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 23:56 UTC.
The tweets in the network were tweeted over the 1562-day, 0-hour, 48-minute period from Tuesday, 06 November 2018 at 00:08 UTC to Wednesday, 15 February 2023 at 00:57 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 : 6206
Unique Edges : 2513
Edges With Duplicates : 10326
Total Edges : 12839
Number of Edge Types : 9
Replies to : 1197
MentionsInReplyTo : 2333
Retweet : 3786
MentionsInRetweet : 4422
Tweet : 629
Mentions : 289
Quote : 94
MentionsInQuoteReply : 62
MentionsInQuote : 27
Self-Loops : 876
Reciprocated Vertex Pair Ratio : 0.0332025354663447
Reciprocated Edge Ratio : 0.0642711072158925
Connected Components : 757
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 2796
Maximum Edges in a Connected Component : 6315
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 9.271959
Graph Density : 0.000177780178419003
Modularity : 0.528564
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,206 Twitter users whose recent tweets contained "(immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doctor OR nurse)", 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 23:56 UTC.
The tweets in the network were tweeted over the 1562-day, 0-hour, 48-minute period from Tuesday, 06 November 2018 at 00:08 UTC to Wednesday, 15 February 2023 at 00:57 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 : (immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doctor OR nurse)
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:
[1108] investments,more [1108] clean,energy [1108] more,clean [1108] omnibus,budget [1108] democrats,passed [1108] passed,omnibus [1108] house,democrats [1108] public,investments [1108] budget,dec [1108] dec,boosting Top Word Pairs in Tweet in G1:
[1096] energy,12 [1096] house,democrats [1096] budget,dec [1096] clean,energy [1096] investments,more [1096] more,clean [1096] passed,omnibus [1096] dec,boosting [1096] public,investments [1096] democrats,passed Top Word Pairs in Tweet in G2:
[302] attacking,those [302] taxes,attacking [302] pay,taxes [302] british,people [302] being,side [302] people,ethnicities [302] side,british [302] ethnicities,pay [301] lozzafox,being [6] gaylemo72982728,johnredwood Top Word Pairs in Tweet in G3:
[276] sont,twitter [276] uniquement,chaînes [276] mainstream,zelensky [276] 80,gens [276] gens,sont [276] twitter,mais [276] mais,regardent [276] chaînes,mainstream [276] regardent,uniquement [275] zelensky,churchi Top Word Pairs in Tweet in G4:
[54] immigration,until [54] moratorium,immigration [51] until,foreign [50] foreign,criminal [49] criminal,identified [46] identified,detained [43] people,country [42] building,ordinary [42] country,feel [42] detained,deported Top Word Pairs in Tweet in G5:
[179] genuis,health [179] gallant,foreign [179] lewis,finance [179] health,cheryl [179] pm,poilievre [179] leslyn,lewis [179] pm,leslyn [179] deputy,pm [179] garrett,genuis [179] foreign,affairs Top Word Pairs in Tweet in G6:
[25] public,health [24] immigrant,communities [19] agencies,turn [19] locals,extend [19] turn,locals [19] extend,reach [19] health,agencies [19] reach,immigrant [13] mental,health [12] health,care Top Word Pairs in Tweet in G7:
[141] storm,health [141] health,education [141] rupasubramanya,canada [141] canada,perfect [141] legal,immigration [141] perfect,storm [141] illegal,migra [141] education,systems [141] immigration,broken [141] broken,illegal Top Word Pairs in Tweet in G8:
[16] southern,border [12] joe,biden [10] health,care [8] rights,line [8] million,illegal [8] disease,specialist [8] infectious,disease [7] vaccine,poobah [7] financial,expert [7] turned,vaccine Top Word Pairs in Tweet in G9:
[85] mass,immigration [83] supports,mass [83] 'far,right' [83] scummy,rag [83] rag,supports [83] daily,mail [83] care,scummy [83] immigration,supports [83] mail,call [83] right',care Top Word Pairs in Tweet in G10:
[112] living,standards [112] health,housing [112] failure,maintain [112] standards,public [112] government,failure [112] maintain,living [112] housing,disguised [112] public,infrastructure [112] infrastructure,health [111] jdportes,government Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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: