The graph represents a network of 4,981 Twitter users whose recent tweets contained "#contentmarketers OR #contentmarketing", 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 Friday, 07 October 2022 at 01:46 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 28-minute period from Wednesday, 28 September 2022 at 22:55 UTC to Thursday, 06 October 2022 at 23:23 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 : 4981
Unique Edges : 5548
Edges With Duplicates : 14439
Total Edges : 19987
Number of Edge Types : 5
Retweet : 6274
Tweet : 9130
MentionsInRetweet : 2099
Mentions : 1833
Replies to : 651
Self-Loops : 9518
Reciprocated Vertex Pair Ratio : 0.0328974254188803
Reciprocated Edge Ratio : 0.0636993076162216
Connected Components : 1767
Single-Vertex Connected Components : 1396
Maximum Vertices in a Connected Component : 2475
Maximum Edges in a Connected Component : 15255
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.840804
Graph Density : 0.000203786436652049
Modularity : 0.275371
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,981 Twitter users whose recent tweets contained "#contentmarketers OR #contentmarketing", 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 Friday, 07 October 2022 at 01:46 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 28-minute period from Wednesday, 28 September 2022 at 22:55 UTC to Thursday, 06 October 2022 at 23:23 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 : #contentmarketers OR #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:
[2398] #contentmarketing,#socialmedia [2242] #socialmedia,#seo [2207] #visualcontenting,#contentmarketing [1290] content,marketing [887] #contentmarketing,video [768] #onlinemarketing,#contentmarketing [763] social,media [752] #digitalmarketing,#seo [653] #guestposting,#contentmarketing [633] #linkbuilding,#guestposting Top Word Pairs in Tweet in G1:
[267] content,marketing [127] social,media [125] #contentmarketing,#smm [121] #seoagency,#seoexpert [120] #seoexpert,#linkbuilding [120] #linkbuilding,#seoservice [120] #seoservice,#backlink [120] #backlink,#backlinks [120] #backlinks,#seomarketing [120] #seomarketing,#seotools Top Word Pairs in Tweet in G2:
[603] guest,posting [600] providing,seo [600] seo,guest [600] posting,services [600] services,follow [600] follow,links [600] links,high [600] high,authority [600] authority,websites [600] websites,contact Top Word Pairs in Tweet in G3:
[174] content,marketing [162] #marketingstrategy,#inboundmarketing [162] #inboundmarketing,#socialselling [162] #socialselling,#contentmarketing [93] #contentmarketing,#leadgeneration [62] #contentmarketing,#seo [58] #digitalmarketing,#contentmarketing [51] #socialmediamarketing,#digitalmarketing [48] #socialmedia,#socialmediamarketing [47] #seo,#smm Top Word Pairs in Tweet in G4:
[676] #digitalmarketing,#seo [548] #onlineadvertising,#digitalmarketing [540] charlesfrize,#contentmarketing [540] #contentmarketing,#onlineadvertising [540] #seo,#digitalmarketingservices [540] #digitalmarketingservices,#businesstips [418] #frizemedia,charlesfrize [347] gt,gt [283] #seo,#contentmarketing [275] #contentmarketing,#socialmedia Top Word Pairs in Tweet in G5:
[209] omg,khloe [209] khloe,far [209] far,best [209] use,#sales [209] #sales,funnel [209] funnel,#contentmarketing [209] writes,high [209] high,conversion [209] conversion,sales [209] sales,copy Top Word Pairs in Tweet in G6:
[153] #digitalmarketing,#marketing [150] #entrepreneur,#contentmarketing [150] #contentmarketing,#marketingstrategy [149] #marketing,#onlinemarketing [149] #onlinemarketing,#entrepreneur [149] #marketingstrategy,#digitalmarketingtips [62] pyramide,maslow [58] #socialmedia,#contentmarketing [55] #digitalmarketing,#socialmedia [47] mots,clés Top Word Pairs in Tweet in G7:
[853] #contentmarketing,video [453] #contentmarketing,#socialmedia [447] #socialmedia,#seo [446] #visualcontenting,#contentmarketing [432] #onlinemarketing,#contentmarketing [270] #ondeckeo,#contentmarketing [262] #contentmarketing,#onlinemarketing [245] #contentmarketing,#ondeckeo [226] ondeckeo,#contentmarketing [225] #contentmarketing,ondeckeo Top Word Pairs in Tweet in G8:
[54] #socialmedia,#marketing [48] #digitalmarketing,#digitalmarketingagency [48] #digitalmarketingagency,#reinforcelab [44] #contentmarketing,#digitalmarketing [44] #onlinemarketing,#contentmarketing [40] #seo,#onlinemarketing [38] #marketingdigital,#seo [36] #business,#marketingdigital [35] social,media [33] #branding,#business Top Word Pairs in Tweet in G9:
[66] content,marketing [60] marketing,one [60] one,powerful [60] powerful,tools [60] tools,grow [60] grow,business [60] business,help [60] help,overcome [60] overcome,challenges [60] challenges,associated Top Word Pairs in Tweet in G10:
[51] #seotips,#marketing [51] #marketing,#digitalmarketing [51] #digitalmarketing,#socialmediamarketing [51] #socialmediamarketing,#marketingtips [51] #marketingtips,#contentmarketing [51] #contentmarketing,#organictraffic [51] #organictraffic,#influencermarketing [51] #influencermarketing,#seo [51] #seo,#seomarketing [51] #seomarketing,#seoservices 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 G6:
Top Replied-To in G7:
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 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: