The graph represents a network of 1,132 Twitter users whose tweets in the requested range contained "marketingautomation ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 June 2022 at 00:06 UTC.
The requested start date was Monday, 06 June 2022 at 00:01 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, 23-hour, 1-minute period from Monday, 23 May 2022 at 00:16 UTC to Sunday, 05 June 2022 at 23:18 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 : 1132
Unique Edges : 685
Edges With Duplicates : 5359
Total Edges : 6044
Number of Edge Types : 5
Tweet : 1617
Retweet : 1852
MentionsInRetweet : 2081
Mentions : 474
Replies to : 20
Self-Loops : 1676
Reciprocated Vertex Pair Ratio : 0.0303030303030303
Reciprocated Edge Ratio : 0.0588235294117647
Connected Components : 413
Single-Vertex Connected Components : 263
Maximum Vertices in a Connected Component : 416
Maximum Edges in a Connected Component : 4714
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.283173
Graph Density : 0.000717023928916216
Modularity : 0.178843
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,132 Twitter users whose tweets in the requested range contained "marketingautomation ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 June 2022 at 00:06 UTC.
The requested start date was Monday, 06 June 2022 at 00:01 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, 23-hour, 1-minute period from Monday, 23 May 2022 at 00:16 UTC to Sunday, 05 June 2022 at 23:18 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 : marketingautomation
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:
[517] marketing,automation [296] #marketingautomation,video [282] #marketingautomation,#ondeckeo [267] #marketingautomation,ondeckeo [226] #marketingautomation,#b2bmarketing [215] email,marketing [138] read,more [134] #marketingsuccess,video [105] more,#emailmarketing [102] #emailmarketing,#jobsearch Top Word Pairs in Tweet in G1:
[101] marketing,automation [37] #marketingautomation,#ai [36] #performacemarketing,#marketingautomation [36] #ai,#customerengagenent [26] #customerengagenent,#adventurus [22] #crm,#marketingautomation [21] online,marketing [20] #emailmarketing,#marketingautomation [19] #marketing,#marketingautomation [17] #adautomation,#onlinemarketing Top Word Pairs in Tweet in G2:
[52] âš,âš [51] learn,more [35] marketing,art [35] art,shilling [35] shilling,war [35] war,join [34] makiatosamurai,marketing [32] rbxs,#rbxs [31] discover,marketing [31] marketing,strategy Top Word Pairs in Tweet in G3:
[60] #martech,#digitalmarketing [60] #digitalmarketing,#cmo [60] #cmo,#marketingautomation [47] #marketingautomation,#marketingoperations [45] #digitalmarketing,#marketingautomation [32] #marketingoperations,#marketingtechnology [28] marketing,automation [20] #marketingautomation,#digitalmarketing [15] stats,trends [14] read,top Top Word Pairs in Tweet in G4:
[281] #marketingautomation,#ondeckeo [268] #marketingautomation,video [267] #marketingautomation,ondeckeo [253] marketing,automation [223] #marketingautomation,#b2bmarketing [134] #marketingsuccess,video [86] email,marketing [73] #customerexperience,video [65] #marketingtechnology,#marketingautomation [65] #marketingoperations,video Top Word Pairs in Tweet in G5:
[14] #datascientists,before [14] before,becoming [14] becoming,data [14] data,scientist [14] scientist,#digitaltransformation [14] #digitaltransformation,#marketingautomation [14] #marketingautomation,#stats [14] #stats,#dataanalytics [13] techtalkhq_,#datascientists [13] #dataanalytics,#macâ Top Word Pairs in Tweet in G6:
[6] marketing,automation [4] #crmplatform,#marketingautomation [3] amplify,person [3] person,events [3] events,lead [3] lead,nurturing [3] nurturing,marketing [3] automation,#events [3] #events,#leadnurturing [3] used,#marketingautomation Top Word Pairs in Tweet in G7:
[109] read,more [104] more,#emailmarketing [102] #emailmarketing,#jobsearch [98] #jobsearch,#jobs [95] #jobs,#email [89] #email,#marketingautomation [89] #marketingautomation,#emailjobs [89] #emailjobs,#marketingtwitter [79] email,marketing [48] job,email Top Word Pairs in Tweet in G8:
[9] integrated,cloud [9] cloud,based [9] based,#marketingautomation [9] #marketingautomation,solution [9] solution,delivers [9] delivers,highly [9] highly,personalized [9] #marketing,strategies [9] strategies,date [9] date,still Top Word Pairs in Tweet in G9:
[8] thrivecart,offers [8] offers,easy [8] easy,way [8] way,sell [8] sell,digital [8] digital,products [8] products,pair [8] pair,activecampaign [8] activecampaign,put [8] put,ur Top Word Pairs in Tweet in G10:
[13] aprende,automatizar [12] automatizar,#whatsapp [12] #marketingautomation,#whatsappcloudapi [9] #whatsapp,make_hq [9] make_hq,#marketingautomation [5] #whatsappcloudapi,frandbf [5] través,frandbf [4] #whatsappcloudapi,través [4] hoy,buen [4] buen,martes Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: