The graph represents a network of 505 Twitter users whose recent tweets contained "#SMMW23", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 March 2023 at 11:54 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 5-minute period from Monday, 06 March 2023 at 03:02 UTC to Wednesday, 15 March 2023 at 11:08 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 505
Unique Edges : 1179
Edges With Duplicates : 6575
Total Edges : 7754
Number of Edge Types : 5
Retweet : 1600
MentionsInRetweet : 2742
Mentions : 2017
Replies to : 821
Tweet : 574
Self-Loops : 607
Reciprocated Vertex Pair Ratio : 0.0998140111593304
Reciprocated Edge Ratio : 0.181510710259301
Connected Components : 31
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 465
Maximum Edges in a Connected Component : 7701
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.74958
Graph Density : 0.00696998271255697
Modularity : 0.123305
NodeXL Version : 1.0.1.510
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=291251
Data Import : The graph represents a network of 505 Twitter users whose recent tweets contained "#SMMW23", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 March 2023 at 11:54 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 5-minute period from Monday, 06 March 2023 at 03:02 UTC to Wednesday, 15 March 2023 at 11:08 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #SMMW23
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[318] social,media [130] media,marketing [118] day,#smmw23 [113] san,diego [112] marketing,world [109] nat_lucks,christinasbg [91] smmwconference,nathaliegregg [89] parkhowell,#smmw23 [85] smexaminer,smmwconference [80] nathaliegregg,fuhsionmktg Top Word Pairs in Tweet in G1:
[139] social,media [66] day,#smmw23 [48] media,marketing [46] nat_lucks,christinasbg [43] parkhowell,#smmw23 [43] full,details [42] smexaminer,smmwconference [41] marketing,world [39] san,diego [39] smmwconference,nathaliegregg Top Word Pairs in Tweet in G2:
[69] social,media [33] #smmw23,judi_fox [33] #smmw23,#behindthecontent [27] nat_lucks,christinasbg [25] day,#smmw23 [24] parkhowell,#smmw23 [24] #smmw23,#storyon [22] nathaliegregg,fuhsionmktg [21] smexaminer,smmwconference [20] judi_fox,#smmw23 Top Word Pairs in Tweet in G3:
[49] social,media [35] media,marketing [31] marketing,world [30] san,diego [22] consistency,consistency [13] form,video [12] short,form [11] funny,enough [11] youtube,funny [11] video,consistency Top Word Pairs in Tweet in G4:
[36] nat_lucks,christinasbg [31] smmwconference,nathaliegregg [25] nathaliegregg,fuhsionmktg [25] staceyonsocial,hillarytrussell [25] andreatheojohn,nat_lucks [23] christinasbg,staceyonsocial [22] social,media [20] atnickmartin,metricool [18] smexaminer,smmwconference [17] metricool,smmwconference Top Word Pairs in Tweet in G5:
[7] social,media [6] start,latelyai [6] tips,start [6] make,easier [6] easier,work [6] latelyai,#smmw23 [6] harder,tips [6] properly,make [6] smarter,harder [6] work,smarter Top Word Pairs in Tweet in G6:
[13] social,media [9] #smmw23,find [9] ai,social [9] pros,using [9] day,#smmw23 [9] media,hot [9] topic,#smmw23 [9] hot,topic [9] find,tool [9] tool,pros Top Word Pairs in Tweet in G7:
[5] san,diego [3] ducttape,#smmw23 [2] #smmw23,#smmw [2] amandasubler,editorstahl [2] changed,#marketing [2] dshiao,cmcphillips [2] nowmg,crew [2] #1,way [2] changed,way [2] prisus,dshiao Top Word Pairs in Tweet in G8:
[16] #sxsw2023,#sxsw23 [16] #marketing,#openinnovation [16] marzo,2023 [16] #artificialintelligence,#uxdesign [16] perdere,tra [16] 2023,please [16] non,perdere [16] #espogame,#startup [16] retweet,#coaching [16] 13,19 Top Word Pairs in Tweet in G9:
[2] tiktok,amazon [2] edge,tiktok [2] tamaramccleary,benitanov [2] #seo,#smmw23 [2] instacart,ads [2] mkapor,mktginsiders [2] #google,#meta [2] techseowomen,oiab [2] #meta,losing [2] benitanov,techseowomen Top Word Pairs in Tweet in G10:
[6] san,diego [5] show,notes [4] ɴᴏᴡ,missoandfriends [4] ᴍɪɴᴛɪɴɢ,ɴᴏᴡ [4] article,show [4] #nft,#womenintech [4] later,usually [4] posting,bit [4] diego,#smmw23 [4] notes,full 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 G4:
Top Replied-To in G5:
Top Replied-To in G7:
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 G7:
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: