The graph represents a network of 6,215 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, 18 April 2021 at 11:43 UTC.
The tweets in the network were tweeted over the 5-day, 22-hour, 55-minute period from Monday, 12 April 2021 at 09:09 UTC to Sunday, 18 April 2021 at 08:04 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 : 6215
Unique Edges : 8774
Edges With Duplicates : 17224
Total Edges : 25998
Number of Edge Types : 5
Tweet : 8703
Mentions : 4285
MentionsInRetweet : 5403
Retweet : 6988
Replies to : 619
Self-Loops : 9231
Reciprocated Vertex Pair Ratio : 0.0377804014167651
Reciprocated Edge Ratio : 0.0728100113765643
Connected Components : 1926
Single-Vertex Connected Components : 1483
Maximum Vertices in a Connected Component : 3474
Maximum Edges in a Connected Component : 21658
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.825442
Graph Density : 0.000227602219678348
Modularity : 0.323246
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,215 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, 18 April 2021 at 11:43 UTC.
The tweets in the network were tweeted over the 5-day, 22-hour, 55-minute period from Monday, 12 April 2021 at 09:09 UTC to Sunday, 18 April 2021 at 08:04 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1721] content,marketing [1456] #digitalmarketing,#seo [1387] #contentmarketing,#socialmedia [1084] #contentmarketing,#onlineadvertising [1077] #seo,#digitalmarketingservices [1068] charlesfrize,#contentmarketing [1068] #onlineadvertising,#digitalmarketing [1068] #digitalmarketingservices,#business [883] #digitalmarketing,#marketing [881] #socialmedia,#seo Top Word Pairs in Tweet in G1:
[302] content,marketing [124] social,media [95] #contentmarketing,#digitalmarketing [82] #digitalmarketing,#contentmarketing [80] #marketing,#socialmediamarketing [79] content,writing [77] #seo,#contentmarketing [74] #marketing,#contentmarketing [71] #digitalmarketing,#marketing [66] #contentmarketing,#marketingstrategy Top Word Pairs in Tweet in G2:
[1300] #digitalmarketing,#seo [1147] #contentmarketing,#socialmedia [1066] charlesfrize,#contentmarketing [1066] #contentmarketing,#onlineadvertising [1066] #onlineadvertising,#digitalmarketing [1066] #seo,#digitalmarketingservices [1066] #digitalmarketingservices,#business [851] #socialmedia,#seo [801] #visualcontenting,#contentmarketing [760] #onlinemarketing,#contentmarketing Top Word Pairs in Tweet in G3:
[422] content,marketing [296] #contentmarketing,#contentstrategy [112] #contentstrategy,#seo [108] ronlieback,#contentmarketing [78] #marketing,#contentmarketing [73] ademolaabimbola,mauconline [67] social,media [65] marketing,strategy [65] creating,content [59] content,marketers Top Word Pairs in Tweet in G4:
[194] #socialmedia,#contentmarketing [80] content,marketing [72] #marketing,#digitalmarketing [66] #contentmarketing,#marketingdigital [65] #contentmarketing,#socialmedia [58] #seo,#contentmarketing [55] #digitalmarketing,#socialmediamarketing [53] #socialmediamarketing,#marketingtips [53] #contentmarketing,#organictraffic [53] #organictraffic,#influencermarketing Top Word Pairs in Tweet in G5:
[174] 15,16 [139] 16,abril [138] #contentmarketing,#marketingdigital [130] #socialmedia,#marketing [128] cmmeeting,#contentmarketing [125] #marketingdecontenidos,#contentmarketing [115] raquelober,directora [109] #cmm21,cmmeeting [95] cmmeeting,raquelober [90] resumen,jornada Top Word Pairs in Tweet in G6:
[49] content,marketing [29] #marketing,#contentmarketing [16] marketing,strategy [14] paid,owned [14] owned,earned [14] earned,media [9] #contentmarketing,#smallbusiness [9] social,media [9] media,one [9] one,drives Top Word Pairs in Tweet in G7:
[53] #contentmarketing,#marketing [50] #digitalart,#digital [35] #blog,#mufc [35] #mufc,#pakistan [35] #pakistan,#israel [35] #israel,#entertainment [35] #entertainment,#contentmarketing [35] #marketing,#markets [35] #markets,#digitalart [33] #marketing,#kissmetrics Top Word Pairs in Tweet in G8:
[48] group,buy [28] content,marketing [24] #marketing,#seo [21] #like,#comment [21] #seotips,#digitalmarketing [21] #contentmarketing,#seo [21] #content,#smallbusiness [21] #digitalmarketing,#business [20] #contentmarketing,#content [20] 20,euro Top Word Pairs in Tweet in G9:
[23] digital,marketing [12] #digitalmarketing,#contentmarketing [11] content,marketing [10] #contentmarketing,#socialmedia [9] #contentmarketing,#seo [8] word,articles [8] read,more [7] #socialmedia,#socialmediamarketing [7] #marketing,#contentmarketing [6] marketing,directions Top Word Pairs in Tweet in G10:
[79] driving,writing [79] writing,business [79] business,content [79] content,marketing [79] marketing,#contentmarketing [79] #contentmarketing,#writingtips [79] #writingtips,#writingadvice [10] addicted,phones [10] phones,guest [10] guest,cohost Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
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Top Mentioned in G9:
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: