The graph represents a network of 4,724 Twitter users whose recent tweets contained "Propublica", 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 13:07 UTC.
The tweets in the network were tweeted over the 1856-day, 15-hour, 24-minute period from Wednesday, 14 February 2018 at 08:35 UTC to Friday, 17 March 2023 at 00:00 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 : 4724
Unique Edges : 2856
Edges With Duplicates : 10187
Total Edges : 13043
Number of Edge Types : 9
Retweet : 4122
MentionsInRetweet : 6000
MentionsInReplyTo : 1371
Mentions : 226
Replies to : 531
Tweet : 485
MentionsInQuote : 139
Quote : 97
MentionsInQuoteReply : 72
Self-Loops : 627
Reciprocated Vertex Pair Ratio : 0.00963751438434983
Reciprocated Edge Ratio : 0.0190910386094885
Connected Components : 331
Single-Vertex Connected Components : 219
Maximum Vertices in a Connected Component : 4150
Maximum Edges in a Connected Component : 12117
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.346286
Graph Density : 0.000314591806933946
Modularity : 0.428669
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,724 Twitter users whose recent tweets contained "Propublica", 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 13:07 UTC.
The tweets in the network were tweeted over the 1856-day, 15-hour, 24-minute period from Wednesday, 14 February 2018 at 08:35 UTC to Friday, 17 March 2023 at 00:00 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 : Propublica
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:
[1136] last,year [1057] emsimani,propublica [1016] people,use [1015] something,unprecedented [1015] valid,case [1015] much,valid [1015] unprecedented,yes [1015] yes,people [1015] case,tell [1015] word,much Top Word Pairs in Tweet in G1:
[989] emsimani,propublica [919] last,year [905] data,never [904] spent,last [904] trove,data [904] never,public [904] ve,spent [904] millions,stock [904] propublica,ve [904] studying,trove Top Word Pairs in Tweet in G2:
[837] people,use [837] much,valid [837] something,unprecedented [837] word,much [837] case,tell [837] use,word [837] valid,case [837] unprecedented,yes [837] yes,people [836] eisingerj,something Top Word Pairs in Tweet in G3:
[170] last,year [144] trading,data [144] stock,trading [134] year,combing [134] allowing,see [134] trove,confidential [134] confidential,stock [134] data,allowing [134] combing,trove [133] robertfaturechi,last Top Word Pairs in Tweet in G4:
[89] make,millions [88] competitors,stock [61] wealthy,executives [61] remarkable,timing [61] millions,trading [60] stock,remarkable [60] executives,make [60] trading,competitors [28] timely,trades [28] execs,make Top Word Pairs in Tweet in G5:
[6] nypdpc,nypd100pct [4] vp,ap [4] govkathyhochul,nycmayor [4] andrewcuomo,billdeblasio [4] nypd100pct,andrewcuomo [4] nycpba,potus [4] ap,endqiny [4] billdeblasio,govkathyhochul [4] anitawadhwani,tnlookout [4] potus,vp Top Word Pairs in Tweet in G6:
[131] figure,leaking [131] irs,use [131] billion,figure [131] use,87 [131] confidential,tax [131] leaking,confidential [131] much,ask [131] ask,irs [131] 87,billion [130] tax,ret Top Word Pairs in Tweet in G7:
[47] national,debt [36] donald,trump [35] before,pandemic [34] debt,big [34] trump,built [34] built,national [34] big,before [19] weigh,down [19] down,economy [19] pandemic,ll Top Word Pairs in Tweet in G8:
[106] irs,agents [106] don,more [106] more,irs [105] fpwellman,don [9] family,resource [9] holds,chapel [9] propublica,acquiring [9] council,told [9] chapel,services [9] resource,council Top Word Pairs in Tweet in G9:
[55] liberty,healthshare [16] care,feel [16] corner,another [16] both,survived [16] feel,much [16] ghouls,care [16] survived,ghouls [16] much,corner [16] fact,both [15] flossobama,fact Top Word Pairs in Tweet in G10:
[5] reppeteaguilar,repadamschiff [5] repadamschiff,repzoelofgren [5] repkinzinger,repstephmurphy [5] liz_cheney,repkinzinger [5] repstephmurphy,reppeteaguilar [5] repraskin,liz_cheney [5] repzoelofgren,benniegthompson [3] clearing_fog,get_innocuous [3] alanfeuer,aramroston [3] jennycohn1,brucewilson Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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Top Tweeters in G9:
Top Tweeters in G10: