The graph represents a network of 6,658 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 23:57 UTC.
The tweets in the network were tweeted over the 1735-day, 16-hour, 51-minute period from Wednesday, 09 May 2018 at 08:08 UTC to Wednesday, 08 February 2023 at 01:00 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 : 6658
Unique Edges : 4087
Edges With Duplicates : 10583
Total Edges : 14670
Number of Edge Types : 9
Retweet : 3028
MentionsInRetweet : 4146
Replies to : 1862
MentionsInReplyTo : 3815
Tweet : 1056
Mentions : 480
Quote : 131
MentionsInQuote : 46
MentionsInQuoteReply : 106
Self-Loops : 1433
Reciprocated Vertex Pair Ratio : 0.0349214591717513
Reciprocated Edge Ratio : 0.0674862017059709
Connected Components : 1074
Single-Vertex Connected Components : 302
Maximum Vertices in a Connected Component : 2033
Maximum Edges in a Connected Component : 5458
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.572639
Graph Density : 0.000179864287747122
Modularity : 0.548935
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,658 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 23:57 UTC.
The tweets in the network were tweeted over the 1735-day, 16-hour, 51-minute period from Wednesday, 09 May 2018 at 08:08 UTC to Wednesday, 08 February 2023 at 01:00 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:
[1289] censuré,débat [429] débat,ukraine [429] débat,covid [429] covid,censuré [429] débat,vaccin [429] débat,immigration [429] ukraine,censuré [429] vaccin,censuré [428] immigration,cens [428] arnoldschruof,débat Top Word Pairs in Tweet in G1:
[1286] censuré,débat [428] covid,censuré [428] vaccin,censuré [428] débat,ukraine [428] ukraine,censuré [428] débat,immigration [428] débat,covid [428] débat,vaccin [427] immigration,cens [427] arnoldschruof,débat Top Word Pairs in Tweet in G2:
[40] health,care [38] southern,border [33] border,crisis [27] president,biden [26] joe,biden [25] border,open [23] illegal,immigration [22] stop,telling [19] state,union [18] cartels,border Top Word Pairs in Tweet in G3:
[31] health,care [26] mental,health [18] covid,19 [15] top,problem [12] chinese,immigrant [12] ill,bubonic [12] bubonic,plague [11] immigrant,san [11] united,states [11] americans,view Top Word Pairs in Tweet in G4:
[275] ingrate,committed [275] anti,semite [275] virulent,anti [275] placed,minnesota [275] semite,became [275] obama,virulent [275] ilhan,placed [275] became,militant [275] minnesota,obama [275] militant,ingrate Top Word Pairs in Tweet in G5:
[267] insurance,free [267] housing,free [267] stop,free [267] free,lawyers [267] free,food [267] free,money [267] food,free [267] health,insurance [267] money,free [267] phones,free Top Word Pairs in Tweet in G6:
[30] visa,bulletin [29] anti,science [24] science,vaccine [23] join,rest [22] end,anti [22] time,usa [22] usa,join [22] world,end [22] rest,world [22] standing,time Top Word Pairs in Tweet in G7:
[207] daniels,quid [207] mueller,stormy [207] quos,covid [207] people,lied [207] flynn,mueller [207] stormy,daniels [207] pro,quos [207] masks,lockdowns [207] russiagate,flynn [207] lockdowns,mail Top Word Pairs in Tweet in G8:
[45] immigration,until [45] moratorium,immigration [45] until,foreign [45] foreign,criminal [44] criminal,identified [41] identified,detained [35] deported,back [35] detained,deported [30] nation,people [29] back,continent Top Word Pairs in Tweet in G9:
[132] illegal,immigrant [119] brings,wife [119] proceeds,children [119] children,years [119] immigrant,brings [119] wife,sa [119] sa,proceeds [119] years,govt [119] employs,illegal [119] employer,employs Top Word Pairs in Tweet in G10:
[50] health,care [21] hyper,inflation [21] canada,over [21] interest,rates [21] unfair,interest [21] excessive,immigration [21] failed,health [21] care,unfair [21] immigration,inadequate [21] inflation,failed 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 G6:
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: