The graph represents a network of 6,533 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 23:57 UTC.
The tweets in the network were tweeted over the 1050-day, 11-hour, 21-minute period from Tuesday, 25 February 2020 at 13:37 UTC to Wednesday, 11 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 : 6533
Unique Edges : 3764
Edges With Duplicates : 10698
Total Edges : 14462
Number of Edge Types : 9
Retweet : 2996
MentionsInRetweet : 3915
MentionsInReplyTo : 3871
Mentions : 365
Replies to : 1909
Tweet : 1051
Quote : 128
MentionsInQuote : 58
MentionsInQuoteReply : 169
Self-Loops : 1390
Reciprocated Vertex Pair Ratio : 0.034752619710837
Reciprocated Edge Ratio : 0.0671708755287784
Connected Components : 1025
Single-Vertex Connected Components : 300
Maximum Vertices in a Connected Component : 1833
Maximum Edges in a Connected Component : 4708
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.017526
Graph Density : 0.000182806419975875
Modularity : 0.54121
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,533 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 23:57 UTC.
The tweets in the network were tweeted over the 1050-day, 11-hour, 21-minute period from Tuesday, 25 February 2020 at 13:37 UTC to Wednesday, 11 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 : (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:
[423] health,care [326] working,class [320] young,man [319] killed,young [319] name,#oscarleon [319] #lapd,shot [319] part,working [319] man,january [319] #oscarleon,part [319] january,3rd Top Word Pairs in Tweet in G1:
[56] moratorium,immigration [54] immigration,until [53] until,foreign [53] foreign,criminal [51] criminal,identified [50] identified,detained [38] detained,deported [37] mass,immigration [37] deported,back [34] back,continent Top Word Pairs in Tweet in G2:
[318] young,man [318] shot,killed [318] #lapd,shot [318] part,working [318] class,large [318] january,3rd [318] #oscarleon,part [318] name,#oscarleon [318] killed,young [318] 3rd,name Top Word Pairs in Tweet in G3:
[90] beltway,insider [89] immigration,gop [89] russian,hackers [89] biden,immigration [89] gop,mccarthy [89] hackers,idaho [89] insider,biden [89] idaho,murders [89] mccarthy,russian [88] murders,covid Top Word Pairs in Tweet in G4:
[31] competent,broken [31] system,once [31] immigration,system [31] failure,#ircc [31] broken,workers [31] fair,competent [31] #ircc,immigration [31] once,fair [31] major,failure [30] yogesh_tulani,major Top Word Pairs in Tweet in G5:
[207] play,whilst [207] detained,djokovic [207] last,year [207] year,players [207] players,australian [207] australian,open [207] covid,positive [207] year,detained [207] open,play [207] positive,last Top Word Pairs in Tweet in G6:
[220] president,biden [212] speech,initially [212] initially,calling [212] appeared,know [212] know,title [212] calling,title [212] title,called [212] border,speech [212] during,border [212] title,during Top Word Pairs in Tweet in G7:
[21] plan,working [20] illegal,immigration [17] backlog,usembislamabad [17] immigration,reform [14] cases,early [14] health,care [14] pakistani,immigrant [14] usembislamabad,still [14] cleared,covid [14] embassies,cleared Top Word Pairs in Tweet in G8:
[76] health,care [74] immigration,reform [62] american,priorities [62] wage,fair [62] minimum,wage [62] inflation,minimum [62] fair,pay [62] priorities,inflation [61] reform,covid [52] pay,taxes Top Word Pairs in Tweet in G9:
[157] worker,nurse [157] old,low [157] uk,great [157] nurse,junior [157] unemployed,old [157] low,paid [157] junior,doctor [157] sick,disabled [157] disabled,immigrant [157] immigrant,unemployed Top Word Pairs in Tweet in G10:
[97] authoritarian,impulses [97] dormant,authoritarian [97] impulses,awakened [97] long,dormant [97] upon,fear [96] preys,upon [96] gavinnewsom,long [96] fear,silences [96] silences,doctor [96] newsom,preys Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: