The graph represents a network of 786 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, 13 December 2022 at 01:04 UTC.
The requested start date was Monday, 12 December 2022 at 01:01 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, 38-minute period from Monday, 28 November 2022 at 01:33 UTC to Monday, 12 December 2022 at 00:12 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 : 786
Unique Edges : 510
Edges With Duplicates : 1714
Total Edges : 2224
Number of Edge Types : 5
Retweet : 496
MentionsInRetweet : 544
Tweet : 969
Mentions : 211
Replies to : 4
Self-Loops : 1039
Reciprocated Vertex Pair Ratio : 0.0330188679245283
Reciprocated Edge Ratio : 0.0639269406392694
Connected Components : 454
Single-Vertex Connected Components : 367
Maximum Vertices in a Connected Component : 89
Maximum Edges in a Connected Component : 355
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.068643
Graph Density : 0.000709875042543881
Modularity : 0.278844
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 786 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, 13 December 2022 at 01:04 UTC.
The requested start date was Monday, 12 December 2022 at 01:01 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, 38-minute period from Monday, 28 November 2022 at 01:33 UTC to Monday, 12 December 2022 at 00:12 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:
[194] marketing,automation [170] read,more [123] email,marketing [101] more,#sfmcjobs [93] #sfmcjobs,#marketingcloud [90] more,sales [88] fewer,late [88] sales,fewer [87] growing,pains [87] grow,without Top Word Pairs in Tweet in G1:
[82] more,sales [81] grow,without [80] fewer,late [80] sales,fewer [79] growing,pains [77] marketing,automation [73] late,nights [72] nights,grow [71] without,growing [59] read,more Top Word Pairs in Tweet in G2:
[35] mejor,trabajo [35] sabes,hacerlo [35] tareas,diarias [35] diarias,sabes [35] gestionar,mejor [35] trabajo,tareas [35] quieres,gestionar [35] recomiendo,veas [33] cinacio06,quieres [31] cómo,funciona Top Word Pairs in Tweet in G3:
[11] #marketingautomation,payplug [11] 10,commandements [11] commandements,#marketingautomation [10] payplug,#marketingdigital [10] #marketingdigital,#ecommerce [9] anthonyrochand,10 [9] #ecommerce,#transf [8] utilisent,lâ [8] leur,mã [8] 73,marketeurs Top Word Pairs in Tweet in G4:
[28] #digitalmarketing,#emailmarketing [28] #seo,#digitalmarketing [28] #emailmarketing,#marketingautomation [26] #videomarketing,#localseo [26] #paidadvertising,#videomarketing [26] #marketingautomation,#socialmediamarketing [26] #socialmediamarketing,#paidadvertising [25] #facebookmarketing,#sfmc [25] suhasganjare6,gmail [25] consultation,contact Top Word Pairs in Tweet in G5:
[6] gisela_bravoc,blog [6] muerto,travã [6] automation,muerto [6] travã,gisela_bravoc [6] âš,marketing [6] marketing,automation [5] blog,desmarketingesâ [5] habitaciã,oficina [5] buena,idea [5] ivancalvachee,âš Top Word Pairs in Tweet in G6:
[5] marketing,automation [3] lead,nurturing [3] 10,000 [3] nurturing,marketing [3] used,#marketingautomation [3] #email,list [3] person,events [3] grow,#email [3] list,10 [3] #events,#leadnurturing Top Word Pairs in Tweet in G7:
[12] #neuratoken,#marketingautomation [11] yasamurai022,#neuratoken [9] ðÿœ,ðÿœ [9] #marketingautomation,ðÿœ [9] #neuralink,#marketingautomation [9] #rbxs,#marketingautomation [8] torento_samurai,#rbxs [8] yasamurai022,#neuralink Top Word Pairs in Tweet in G8:
[4] mailerlite,beefreeio [4] #saas,#deals [4] #emailmarketing,#marketingautomation [3] liveagent,mailbird [3] #deals,mailerlite [3] salesflare,much [3] extended,#cyberweek [3] mailbird,nethuntcrm [3] nethuntcrm,salesflare [3] #marketingautomation,#crm Top Word Pairs in Tweet in G9:
[10] marketing,automation [8] quick,practical [8] practical,comparison [8] activecampaign,help [8] help,choose [8] between,hubspot [8] choose,right [8] comparison,between [8] right,marketing [8] hubspot,activecampaign Top Word Pairs in Tweet in G10:
[6] #crm,#marketingautomation [4] florence,consultant [4] webmecanik,pipeline [3] découvrez,l'interview [3] gã,nã [2] dã,mo [2] mo,we_are_inbound [2] l'interview,bruno [2] complexité,d'une [2] crm,emailing Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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: