The graph represents a network of 490 Twitter users whose tweets in the requested range contained "socialmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 02 February 2022 at 06:26 UTC.
The requested start date was Wednesday, 02 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 16-hour, 34-minute period from Wednesday, 19 January 2022 at 02:35 UTC to Tuesday, 01 February 2022 at 19:09 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 : 490
Unique Edges : 234
Edges With Duplicates : 1067
Total Edges : 1301
Number of Edge Types : 5
Tweet : 470
Mentions : 94
Retweet : 356
MentionsInRetweet : 376
Replies to : 5
Self-Loops : 483
Reciprocated Vertex Pair Ratio : 0.029940119760479
Reciprocated Edge Ratio : 0.0581395348837209
Connected Components : 183
Single-Vertex Connected Components : 127
Maximum Vertices in a Connected Component : 99
Maximum Edges in a Connected Component : 448
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.754553
Graph Density : 0.0014356662910563
Modularity : 0.319957
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 490 Twitter users whose tweets in the requested range contained "socialmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 02 February 2022 at 06:26 UTC.
The requested start date was Wednesday, 02 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 16-hour, 34-minute period from Wednesday, 19 January 2022 at 02:35 UTC to Tuesday, 01 February 2022 at 19:09 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 : GraphServerTwitterSearch
Graph Term : socialmarketing
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:
[127] social,media [87] #socialmedia,#socialmarketing [69] instant,traffic [69] traffic,system [69] system,details [69] details,#earnonline [69] #earnonline,#unitedstates [69] #unitedstates,#unitedkingdom [69] #unitedkingdom,#germany [68] kamarajansena,instant Top Word Pairs in Tweet in G1:
[64] social,media [41] #socialmedia,#socialposting [41] #socialposting,#socialmarketing [41] #socialmarketing,#instagrammarketing [41] #instagrammarketing,#facebookmarketing [41] #facebookmarketing,#twittermarketing [41] #twittermarketing,#twitterbusiness [24] #socialmedia,#socialmarketing [20] media,strategies [20] #business,#marketing Top Word Pairs in Tweet in G2:
[69] instant,traffic [69] traffic,system [69] system,details [69] details,#earnonline [69] #earnonline,#unitedstates [69] #unitedstates,#unitedkingdom [69] #unitedkingdom,#germany [68] kamarajansena,instant [68] #germany,#socialme Top Word Pairs in Tweet in G3:
[58] #marketingdigital,#marketingonline [50] #socialmedia,#socialmarketing [33] social,media [33] #marketingonline,#socialmedia [26] #seo,#sem [24] #socialmarketing,#socialmedia [21] #marketingonline,#socialmarketing [16] #socialmedia,#rrss [14] thanks,much [14] sharing,great Top Word Pairs in Tweet in G4:
[39] #douyin,#wechat [37] #tiktok,#douyin [37] #wechat,#xiaohongshu [37] #chinasocialmedia,#socialmarketing [32] #chinesebranding,#chinasocialmedia [28] #onlinemarketing,#digitalmarketing [28] #xiaohongshu,#onlinemarketing [24] #digitalmarketing,#socialmediamarketing [19] #seo,#chinesebranding [16] #socialmarketing,#socialcommerce Top Word Pairs in Tweet in G5:
[28] making,pinned [28] pinned,bit [28] bit,lost [28] lost,pin [28] pin,top [28] top,social [28] social,feeds [28] feeds,never [27] the_last_hurdle,making Top Word Pairs in Tweet in G6:
[17] under,influence [17] influence,employees [17] employees,drive [17] drive,#socialmarketing [17] #socialmarketing,engine [17] engine,comes [17] comes,matters [17] matters,business [16] chiefoutsiders,under Top Word Pairs in Tweet in G7:
[10] usf,social [10] social,marketing [10] marketing,conference [6] 2022,usf [5] really,looking [5] looking,forward [5] forward,keynoting [5] keynoting,combined [5] combined,being [5] being,nervous Top Word Pairs in Tweet in G8:
[9] reasonable,budget [9] budget,seo [9] seo,#seo [9] #seo,#digitalmarketingservices [9] #digitalmarketingservices,#digitalmarketingagency [9] #digitalmarketingagency,#socialmarketing [8] konnectogrow,reasonable [8] #socialmarketing,#market Top Word Pairs in Tweet in G9:
[9] digital,marketing [9] eventsprogroup1,#socialmarketing [9] #socialmarketing,#marketing [9] #marketing,#promoters [9] #promoters,#marketingplan [7] marketing,eventsprogroup1 [7] social,media [6] #marketingplan,#socialmediamarketingworld [6] #socialmediamarketingworld,#maketingideas [6] #maketingideas,#computer Top Word Pairs in Tweet in G10:
[31] charlesfrize,#frizemedia [25] #digitalmarketing,powerful [24] #marketing,#business [20] #frizemedia,#digitalmarketing [16] online,presence [15] powerful,#strategies [15] #strategies,growth [15] growth,#marketing [12] #business,#market [10] powerful,strategies Top Replied-To in Entire Graph:
Top Replied-To in G4:
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: