The graph represents a network of 2,913 Twitter users whose recent tweets contained "contentmarketing", 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 23:42 UTC.
The tweets in the network were tweeted over the 1683-day, 8-hour, 22-minute period from Wednesday, 27 June 2018 at 16:38 UTC to Sunday, 05 February 2023 at 01:00 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 : 2913
Unique Edges : 1991
Edges With Duplicates : 5038
Total Edges : 7029
Number of Edge Types : 8
Tweet : 3027
Retweet : 1095
MentionsInRetweet : 1331
Mentions : 1357
Replies to : 139
Quote : 25
MentionsInReplyTo : 39
MentionsInQuote : 16
Self-Loops : 3496
Reciprocated Vertex Pair Ratio : 0.0155935613682093
Reciprocated Edge Ratio : 0.0307082714214958
Connected Components : 1205
Single-Vertex Connected Components : 899
Maximum Vertices in a Connected Component : 1082
Maximum Edges in a Connected Component : 2414
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.875338
Graph Density : 0.000238015074523828
Modularity : 0.357927
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,913 Twitter users whose recent tweets contained "contentmarketing", 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 23:42 UTC.
The tweets in the network were tweeted over the 1683-day, 8-hour, 22-minute period from Wednesday, 27 June 2018 at 16:38 UTC to Sunday, 05 February 2023 at 01:00 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 : contentmarketing
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:
[633] lead,generation [625] link,co [612] b2b,lead [611] #business,#data [611] #email,#fiverrgig [611] #experience,#data [611] #linkedin,#leadgeneration [611] #fiverrgig,#business [611] highly,targeted [611] targeted,b2b Top Word Pairs in Tweet in G1:
[469] #contentmarketing,#socialmedia [448] #socialmedia,#seo [446] #visualcontenting,#contentmarketing [165] content,marketing [120] social,media [111] #contentmarketing,#marketing [74] #contentmarketing,#digitalmarketing [67] #marketing,#contentmarketing [66] #marketing,#socialmediamarketing [66] digital,marketing Top Word Pairs in Tweet in G2:
[611] contact,link [611] #work,#experience [611] #data,#linkedin [611] #email,#fiverrgig [611] #leadgeneration,#emailmarketing [611] web,searches [611] #emailmarketing,#b2b [611] #b2b,#email [611] #business,#work [611] b2b,lead Top Word Pairs in Tweet in G3:
[29] digital,marketing [26] marketing,articles [26] top,digital [22] week's,top [14] content,marketing [13] #contentmarketing,#socialmedia [12] #socialmedia,#emailmarketing [12] #seo,#contentmarketing [12] #emailmarketing,#linkbuilding [12] pagetraffic,week's Top Word Pairs in Tweet in G4:
[41] try,free [40] free,#seo [37] #seo,#contentmarketing [37] #contentmarketing,#ai [37] #blogger,#bloggingtips [37] #articles,#blogger [33] #bloggingtips,#marketing [31] #content,#articles [29] #marketing,#startup [26] #blogging,#blog Top Word Pairs in Tweet in G5:
[95] #contentmarketing,#marketing [65] content,marketing [32] #marketingtips,#contentmarketing [30] #contentmarketing,video [19] online,presence [19] #contentmarketing,#marketingtips [17] tools,business [17] best,influencer [17] more,content [17] marketing,tools Top Word Pairs in Tweet in G6:
[10] content,marketing [6] #marketing,#contentmarketing [6] ai,content [5] #digitalmarketing,#ecommerce [5] meta,snap [5] snap,pins [5] twtr,wmt [5] #ecommerce,#mcommerce [5] pins,twtr [5] #mcommerce,#retail Top Word Pairs in Tweet in G7:
[17] anthonyrochand,comment [11] #marketingdigital,#contentmarketing [10] définir,atteindre [10] comment,définir [10] marketing,contenu [10] public,cible [10] l'impact,votre [10] mesurer,l'impact [10] atteindre,votre [10] comment,mesurer Top Word Pairs in Tweet in G8:
[9] creating,content [9] content,marketing [7] educates,entertains [7] providing,value [7] marketing,providing [7] content,educates [7] entertains,inspires [7] value,creating [7] inspires,audience [6] rahulmarthak,content Top Word Pairs in Tweet in G9:
[39] #digitalmarketing,#socialmediamarketing [32] #seo,#contentmarketing [26] #marketing,#copywriting [26] #articles,#blogger [26] #copywriting,#blogging [26] try,free [26] #contentmarketing,#bloggers [26] #bloggingtips,#marketing [26] #bloggers,#marketing [26] #marketing,#startup Top Word Pairs in Tweet in G10:
[16] #marketing,#contentmarketing [9] content,marketing [9] daily,thanks [6] #contentmarketing,#marketing [6] facchinetti,daily [6] latest,massimo [6] massimo,facchinetti [3] latest,yuvue [3] wacker,social [3] latest,wacker Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: