The graph represents a network of 1,296 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, 17 May 2022 at 00:06 UTC.
The requested start date was Monday, 16 May 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, 22-hour, 54-minute period from Monday, 02 May 2022 at 00:59 UTC to Sunday, 15 May 2022 at 23:53 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 : 1296
Unique Edges : 811
Edges With Duplicates : 6007
Total Edges : 6818
Number of Edge Types : 5
Retweet : 2081
MentionsInRetweet : 2386
Tweet : 1654
Mentions : 661
Replies to : 36
Self-Loops : 1755
Reciprocated Vertex Pair Ratio : 0.0368782161234991
Reciprocated Edge Ratio : 0.0711331679073615
Connected Components : 456
Single-Vertex Connected Components : 306
Maximum Vertices in a Connected Component : 521
Maximum Edges in a Connected Component : 5470
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.276146
Graph Density : 0.00072036322036322
Modularity : 0.195046
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,296 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, 17 May 2022 at 00:06 UTC.
The requested start date was Monday, 16 May 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, 22-hour, 54-minute period from Monday, 02 May 2022 at 00:59 UTC to Sunday, 15 May 2022 at 23:53 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:
[497] marketing,automation [318] #marketingautomation,video [252] #marketingautomation,ondeckeo [237] #marketingautomation,#b2bmarketing [234] email,marketing [234] #marketingautomation,#ondeckeo [158] read,more [130] #marketingsuccess,video [114] more,#emailmarketing [114] #email,#marketingautomation Top Word Pairs in Tweet in G1:
[77] marketing,automation [22] #emailmarketing,#marketingautomation [21] #marketing,#marketingautomation [18] social,media [16] learn,more [15] email,marketing [12] #marketingautomation,video [12] #onlinemarketing,#marketingautomation [11] #digitalmarketing,#marketingautomation [10] online,marketing Top Word Pairs in Tweet in G2:
[204] marketing,automation [153] #marketingautomation,video [83] email,marketing [82] #crm,#marketingautomation [50] #marketingautomation,#marketing [46] #marketingautomation,#marketingtips [42] #marketing,#marketingtips [41] crm,software [41] #emailmarketing,#email [41] #email,#emails Top Word Pairs in Tweet in G3:
[50] marketing,automation [40] #martech,#digitalmarketing [40] #cmo,#marketingautomation [39] #digitalmarketing,#cmo [34] #marketingautomation,#marketingoperations [28] #digitalmarketing,#marketingautomation [22] email,marketing [20] #marketingautomation,#digitalmarketing [18] read,more [16] find,more Top Word Pairs in Tweet in G4:
[77] #puli,#pulitoken [56] #nft,#nfts [50] #pulitoken,big [50] big,#marketing [50] #marketing,campaigns [50] campaigns,continual [50] continual,events [50] events,#puli [49] makiatosamurai,#pulitoken [45] gordonsmithuk,makiatosamurai Top Word Pairs in Tweet in G5:
[83] #digitaltransformation,#marketingautomation [58] #marketingautomation,#stats [46] #stats,#dataanalytics [45] programming,skills [45] skills,needed [45] needed,become [45] become,#datascientist [45] #datascientist,#digitaltransformation [32] #marketingautomation,#tech [25] cross,country Top Word Pairs in Tweet in G6:
[251] #marketingautomation,ondeckeo [234] #marketingautomation,#ondeckeo [232] #marketingautomation,#b2bmarketing [152] #marketingautomation,video [129] #marketingsuccess,video [116] marketing,automation [73] #marketingoperations,video [66] #martech,video [63] #ondeckeo,#chatbot [61] ondeckeo,#chatbot Top Word Pairs in Tweet in G7:
[17] hi,welcome [17] welcome,#youtube [17] #youtube,#promotion [17] #promotion,#videoranking [17] #videoranking,#marketingautomation [17] #marketingautomation,years [17] years,experience [17] experience,#digitalmarketing [17] #digitalmarketing,#youtube [17] #youtube,#marketing Top Word Pairs in Tweet in G8:
[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 G9:
[16] digitalpi,merkle [16] merkle,company [10] 42,#marketingautomation [10] #marketingautomation,professionals [10] companies,last [10] last,year [10] minimize,disruption [9] professionals,left [9] left,companies [9] year,learn Top Word Pairs in Tweet in G10:
[7] tested,reviewed [7] #emailmarketing,#emailtools [7] #emailmarketing,tool [7] popular,#esp [6] simple,powerful [6] powerful,#emailmarketing [6] emailvendors,moosend [6] moosend,#emailmarketing [6] #freeemailtool,#smallbusiness [5] mormester,emailvendors Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: