The graph represents a network of 3,813 Twitter users whose recent tweets contained "adweek", 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 17:23 UTC.
The tweets in the network were tweeted over the 2437-day, 1-hour, 19-minute period from Wednesday, 11 May 2016 at 23:40 UTC to Friday, 13 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 : 3813
Unique Edges : 3648
Edges With Duplicates : 8903
Total Edges : 12551
Number of Edge Types : 9
Tweet : 2041
Retweet : 1626
MentionsInRetweet : 2742
Mentions : 1597
MentionsInReplyTo : 3134
Replies to : 839
Quote : 136
MentionsInQuote : 375
MentionsInQuoteReply : 61
Self-Loops : 2483
Reciprocated Vertex Pair Ratio : 0.0463525835866261
Reciprocated Edge Ratio : 0.0885984023238925
Connected Components : 634
Single-Vertex Connected Components : 485
Maximum Vertices in a Connected Component : 2673
Maximum Edges in a Connected Component : 9989
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.511675
Graph Density : 0.000378943301330925
Modularity : 0.381624
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,813 Twitter users whose recent tweets contained "adweek", 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 17:23 UTC.
The tweets in the network were tweeted over the 2437-day, 1-hour, 19-minute period from Wednesday, 11 May 2016 at 23:40 UTC to Friday, 13 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 : adweek
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:
[335] adweek,copywriting [304] copywriting,handbook [167] books,read [154] 100m,offers [154] dotcom,secrets [152] traffic,secrets [152] secrets,cashvertsising [152] offers,traffic [151] cashvertsising,dotcom [151] good,marketing Top Word Pairs in Tweet in G1:
[34] thanks,adweek [32] daily,thanks [26] marketing,2023 [20] outlook,2023 [19] limited,edition [18] 2023,adweek [18] super,bowl [17] based,conversations [17] bottle,celebrating [17] editors,came Top Word Pairs in Tweet in G2:
[40] trends,2023 [40] adweek,copywriting [39] becomes,more [37] technology,matures [37] key,trends [37] people,co [37] #ai,people [37] more,accessible [37] co,pilot [37] one,key Top Word Pairs in Tweet in G3:
[123] #analytics,#googleads [120] #googleads,#facebookads [55] outlook,2023 [32] learn,facebook [32] ads,click [32] youtube,ads [32] facebook,google [32] google,youtube [30] adweek,adweekpodcasts [24] sits,down Top Word Pairs in Tweet in G4:
[28] #bet_on_racing,official_wsb [28] official_wsb,nascaronreddit [28] #utopiaos,#bet_on_racing [28] redhatgov,redhatopen [28] #socialnetwork_connctdcars,bootycall_tv [28] autogradelinux,nascaronreddit [28] nascaronreddit,gamestopnft [28] gamestopnft,etrade [28] nascaronreddit,redhatgov [28] scruffpp,operacoast Top Word Pairs in Tweet in G5:
[209] adweek,copywriting [194] copywriting,handbook [87] ultimate,sales [87] handbook,joe [85] copywriting,read [81] sugerman,ultimate [81] joe,sugerman [80] books,adweek [79] joseph,sugarman [78] start,those Top Word Pairs in Tweet in G6:
[149] secrets,cashvertsising [149] offers,traffic [149] traffic,secrets [149] marketing,100m [149] cashvertsising,dotcom [149] books,read [149] read,good [149] dotcom,secrets [149] 100m,offers [149] good,marketing Top Word Pairs in Tweet in G7:
[15] alexandermannx1,palmerreport [12] forbes,adweek [11] interesting,owns [11] oan,makes [11] cnn,founded [11] makes,more [11] more,interesting [11] founded,oan [11] palmerreport,cnn [10] marketing,tech Top Word Pairs in Tweet in G8:
[51] nbc,news [27] cable,news [26] news,shows [26] tvnewser,nbc [26] co,host [25] rated,cable [25] according,tvnewser [25] shows,2022 [25] co,jkxzrwinjq [25] 2022,according Top Word Pairs in Tweet in G9:
[64] tv,ratings [64] fox,news [61] ratings,fox [57] total,viewers [55] tvnewsnow,tv [53] news,channel [52] channel,total [49] cable,news [43] news,america [43] watched,cable Top Word Pairs in Tweet in G10:
[3] pouldeau61,skepticalmutant [3] skepticalmutant,nockit1 [3] jaxxdragonan,jonathanhannah [3] tonybaduy,pouldeau61 [3] paramaniac9,tonybaduy [3] jonathanhannah,paramaniac9 [2] sasquatch4eva,rickeyh64219156 [2] f250roush,juanita87722370 [2] frankdelia7,blackcatprowl3 [2] jccalmond2,monstercoyliar Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: