The graph represents a network of 4,407 Twitter users whose recent tweets contained "#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 Sunday, 02 January 2022 at 19:44 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 40-minute period from Saturday, 25 December 2021 at 01:12 UTC to Sunday, 02 January 2022 at 17:52 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 : 4407
Unique Edges : 6290
Edges With Duplicates : 14738
Total Edges : 21028
Number of Edge Types : 5
Retweet : 6318
Tweet : 7810
MentionsInRetweet : 4212
Mentions : 2263
Replies to : 425
Self-Loops : 8374
Reciprocated Vertex Pair Ratio : 0.0362984888611933
Reciprocated Edge Ratio : 0.0700541190619363
Connected Components : 1352
Single-Vertex Connected Components : 1098
Maximum Vertices in a Connected Component : 2576
Maximum Edges in a Connected Component : 17916
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.385735
Graph Density : 0.000342582123661023
Modularity : 0.302875
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,407 Twitter users whose recent tweets contained "#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 Sunday, 02 January 2022 at 19:44 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 40-minute period from Saturday, 25 December 2021 at 01:12 UTC to Sunday, 02 January 2022 at 17:52 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 : #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:
[1163] content,marketing [965] #socialmedia,#contentmarketing [930] #marketing,#contentmarketing [871] #contentmarketing,#marketing [777] #digitalmarketing,#contentmarketing [710] #contentmarketing,#socialmedia [704] #seo,#socialmedia [605] #socialmedia,#socialmediamarketing [573] social,media [568] #contentmarketing,#digitalmarketing Top Word Pairs in Tweet in G1:
[223] content,marketing [82] social,media [81] #contentmarketing,#marketingstrategy [67] #marketing,#contentmarketing [65] #digitalmarketing,#contentmarketing [60] #contentmarketing,#digitalmarketing [59] #socialmediamarketing,#socialmedia [58] #contentmarketing,#marketing [55] #seo,#contentmarketing [54] digital,marketing Top Word Pairs in Tweet in G2:
[639] #socialmedia,#contentmarketing [608] #seo,#socialmedia [410] #digitalmarketing,#contentmarketing [400] #marketing,#contentmarketing [398] content,marketing [388] #infographicb2b,#seo [387] #contentmarketing,#socialmedia [381] #socialmedia,#socialmediamarketing [379] gt,gt [371] #contentmarketing,#marketing Top Word Pairs in Tweet in G3:
[209] #leadgeneration,#onlinemarketingtopeurope [209] #onlinemarketingghana,#digitalmarketingservices [209] #digitalmarketingservices,#contentmarketing [206] charlesfrize,#affiliatemarketing [206] #affiliatemarketing,#leadgeneration [206] #onlinemarketingtopeurope,#onlinemarketingghana [204] #marketingtips,#contentmarketing [203] #contentmarketing,#dataanalytics [156] #frizemedia,charlesfrize [146] #marketing,#contentmarketing Top Word Pairs in Tweet in G4:
[204] #socialmedia,#contentmarketing [170] #marketingstrategy,#inboundmarketing [170] #inboundmarketing,#socialselling [170] #socialselling,#contentmarketing [75] #contentmarketing,#leadgeneration [65] #seo,#socialmedia [61] content,marketing [61] #seo,#contentmarketing [52] #contentmarketing,#seo [48] mots,clés Top Word Pairs in Tweet in G5:
[144] #contentmarketing,#contentstrategy [127] content,marketing [56] #contentstrategy,#seo [34] #contentmarketing,#seo [32] #marketing,#contentmarketing [26] marketing,strategy [26] cmicontent,#contentmarketing [22] seo,content [21] google,analytics [21] #contentmarketing,#socialmedia Top Word Pairs in Tweet in G6:
[125] #socialmedia,#socialmediamarketing [114] #contentmarketing,#socialmedia [100] #marketingtips,#contentmarketing [100] #marketing,#contentmarketing [95] #digitalmarketing,fiverr [95] link,co [95] #socialmediamarketing,#digitaltransformation [95] #digitaltransformation,#marketingtips [93] co,iyhxfxhxdr [93] iyhxfxhxdr,#marketing Top Word Pairs in Tweet in G7:
[190] #smm,#sem [161] #contentmarketing,#smm [158] generator,create [158] #backlink,#backlinks [154] #seoagency,#seoexpert [154] #seoexpert,#linkbuilding [154] #linkbuilding,#seoservice [154] #seoservice,#backlink [154] #backlinks,#seomarketing [154] #seomarketing,#seotools Top Word Pairs in Tweet in G8:
[274] #10aday,#100aday [274] #100aday,#1000aday [190] #gain,#10aday [120] #tfb,#teamfollowback [114] #1000aday,#tfb [107] ppl,#rt [104] worldsspotlight,streamerwall [98] #smallstreamercommunity,#influencer [91] blazedrts,promoteamgamers [88] promoteamgamers,rtsmallstreams Top Word Pairs in Tweet in G9:
[30] #b2b,#contentmarketing [20] members,linkedin [20] #content,#contentmarketing [19] #expozive,#marketing [19] #marketing,#content [19] #contentmarketing,#marketingdigital [19] #marketingdigital,#fintech [19] #igaming,#affiliations [18] #gdpr,#dataprotection [18] #dataprotection,#cyber Top Word Pairs in Tweet in G10:
[130] read,more [130] more,#namasteui [48] listen,first [48] first,60 [48] 60,episodes [48] episodes,sweet [48] sweet,bytes [48] bytes,sandra [48] sandra,podcast [48] podcast,next Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: