The graph represents a network of 721 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, 20 December 2022 at 01:03 UTC.
The requested start date was Monday, 19 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, 21-hour, 15-minute period from Monday, 05 December 2022 at 02:37 UTC to Sunday, 18 December 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 : 721
Unique Edges : 443
Edges With Duplicates : 1287
Total Edges : 1730
Number of Edge Types : 5
Mentions : 171
Tweet : 804
Retweet : 355
MentionsInRetweet : 395
Replies to : 5
Self-Loops : 866
Reciprocated Vertex Pair Ratio : 0.0402144772117962
Reciprocated Edge Ratio : 0.077319587628866
Connected Components : 411
Single-Vertex Connected Components : 320
Maximum Vertices in a Connected Component : 47
Maximum Edges in a Connected Component : 157
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.935567
Graph Density : 0.000747418708583757
Modularity : 0.320094
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 721 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, 20 December 2022 at 01:03 UTC.
The requested start date was Monday, 19 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, 21-hour, 15-minute period from Monday, 05 December 2022 at 02:37 UTC to Sunday, 18 December 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:
[177] marketing,automation [55] more,sales [53] grow,without [53] fewer,late [52] growing,pains [52] late,nights [51] sales,fewer [48] without,growing [48] #digitalmarketing,#marketingautomation [48] nights,grow Top Word Pairs in Tweet in G1:
[81] marketing,automation [54] more,sales [53] fewer,late [53] grow,without [52] growing,pains [52] late,nights [51] sales,fewer [48] nights,grow [48] without,growing [36] #marketingautomation,#salesautomation Top Word Pairs in Tweet in G2:
[30] cómo,funciona [30] sabes,hacerlo [30] mejor,trabajo [30] recomiendo,veas [30] diarias,sabes [30] tareas,diarias [30] quieres,gestionar [30] gestionar,mejor [30] trabajo,tareas [30] hacerlo,recomiendo Top Word Pairs in Tweet in G3:
[15] 10,commandements [13] #marketingautomation,payplug [13] commandements,#marketingautomation [12] #marketingdigital,#ecommerce [12] payplug,#marketingdigital [11] #ecommerce,#transf [11] anthonyrochand,10 [7] leads,webmecanik_fr [6] #marketingautomation,#marketingdigital [6] webmecanik_fr,#leadgen Top Word Pairs in Tweet in G4:
[4] marketing,automation [2] companies,lose [2] marketing,remain [2] heinzmarketing,jeffbullas [2] buyer,journey [2] #entrepreneurship,#marketing [2] personalized,marketing [2] human,touch [2] brilliant,marketing [2] lead,nurturing Top Word Pairs in Tweet in G5:
[16] #twitter,#digital [16] 2023,talkwalker [16] #online,#socialnetwork [16] talkwalker,khoros [16] khoros,#smm [16] #socialnetwork,#twitter [16] #trends,2023 [16] #smm23,#online [16] #smm,#smm23 [16] #socialmedia,#trends Top Word Pairs in Tweet in G6:
[8] choose,right [8] quick,practical [8] comparison,between [8] hubspot,activecampaign [8] between,hubspot [8] marketing,automation [8] help,choose [8] activecampaign,help [8] practical,comparison [8] right,marketing Top Word Pairs in Tweet in G7:
[4] #crm,#marketingautomation [4] crm,marketing [3] gã,nã [3] marketing,automation [2] mo,we_are_inbound [2] dã,mo [2] intã,grã [2] montrer,puissance [2] saas,webmecanik [2] rer,leads Top Word Pairs in Tweet in G8:
[11] slide,deck [9] deck,link [9] chart,slide [8] roylmattox,chart Top Word Pairs in Tweet in G9:
[6] travã,gisela_bravoc [6] gisela_bravoc,blog [6] automation,muerto [6] marketing,automation [6] muerto,travã [6] âš,marketing [5] blog,desmarketingesâ [5] habitaciã,oficina [5] ivancalvachee,âš [5] buena,idea Top Replied-To in Entire Graph:
Top Replied-To in G6:
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: