The graph represents a network of 904 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 Monday, 20 December 2021 at 23:54 UTC.
The requested start date was Monday, 20 December 2021 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 11-day, 17-hour, 23-minute period from Monday, 06 December 2021 at 02:02 UTC to Friday, 17 December 2021 at 19:26 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 : 904
Unique Edges : 530
Edges With Duplicates : 2685
Total Edges : 3215
Number of Edge Types : 5
Tweet : 1040
Retweet : 901
MentionsInRetweet : 947
Mentions : 323
Replies to : 4
Self-Loops : 1078
Reciprocated Vertex Pair Ratio : 0.0276625172890733
Reciprocated Edge Ratio : 0.053835800807537
Connected Components : 329
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 382
Maximum Edges in a Connected Component : 2116
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 6.149265
Graph Density : 0.000910191201403385
Modularity : 0.265376
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 904 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 Monday, 20 December 2021 at 23:54 UTC.
The requested start date was Monday, 20 December 2021 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 11-day, 17-hour, 23-minute period from Monday, 06 December 2021 at 02:02 UTC to Friday, 17 December 2021 at 19:26 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:
[311] marketing,automation [174] #marketingautomation,video [135] read,more [114] email,marketing [107] more,#emailmarketing [98] #emailmarketing,#jobsearch [83] #jobsearch,#jobs [80] #crm,#marketingautomation [78] nine,digit [78] digit,euro Top Word Pairs in Tweet in G1:
[61] marketing,automation [16] email,marketing [14] #marketing,#marketingautomation [14] #emailmarketing,#marketingautomation [12] #crm,#marketingautomation [12] #marketingautomation,#marketing [11] learn,more [10] gt,gt [10] #marketingautomation,#sfdc [10] #sfdc,#marketingchampions Top Word Pairs in Tweet in G2:
[78] nine,digit [78] digit,euro [78] euro,deal [78] deal,opening [78] opening,chapter [78] chapter,become [78] become,another [78] another,unicorn [78] unicorn,global [78] global,leader Top Word Pairs in Tweet in G3:
[26] marketing,automation [19] #digitalmarketing,#marketingautomation [15] make,business [14] partner,content [14] content,#martech [14] #martech,#digitalmarketing [13] testdigitalbot,looking [13] looking,make [13] business,more [13] more,#digital Top Word Pairs in Tweet in G4:
[18] #marrinadecisions,#marketingautomation [15] marketing,automation [11] #marketing,#marketingautomation [10] #marketingautomation,#emailmarketing [9] #marketingautomation,#marketing [9] #marketingautomation,#marketingoperation [9] #crm,#marketingautomation [8] b2b,customers [8] target,audience [8] email,marketing Top Word Pairs in Tweet in G5:
[9] adoptez,bonne [8] marketing,automation [8] #crm,#marketingautomation [8] #marketingautomation,#inboundmarketing [7] #marketingautomation,combo [7] combo,gagnant [5] #webmecanik,#mautic [5] #marketingautomation,webmecanik_fr [5] gagnant,webmecanik_fr [5] webmecanik_fr,#leadnurturing Top Word Pairs in Tweet in G6:
[23] #marketingautomation,#branding [23] #branding,#farmlaws [23] #farmlaws,#markets [23] #markets,#branding [23] #branding,#100daysofcode [23] #100daysofcode,#tech [23] #tech,#cybersecurity [23] #cybersecurity,#wovmenintech [21] jakeli12704641,#marketingautomation [21] #wovmenintech,#javascri Top Word Pairs in Tweet in G7:
[22] list,key [22] key,terms [22] terms,defined [21] ll,know [21] know,oraclemarketing [16] defined,ll [13] #marketingautomation,terms [13] terms,confusing [13] alone,list [12] confusing,alone Top Word Pairs in Tweet in G8:
[97] #marketingautomation,video [82] marketing,automation [35] #crm,#marketingautomation [21] #marketingstrategy,#marketingautomation [20] agency_ready,marketing [16] #salesforcecrm,video [15] #salesfunnel,#marketingautomation [15] expert,automation [15] #marketingautomation,#marketing [13] #marketingautomation,#customerrelationshipmanagement Top Word Pairs in Tweet in G9:
[113] read,more [105] more,#emailmarketing [98] #emailmarketing,#jobsearch [83] #jobsearch,#jobs [75] #jobs,#email [69] #email,#marketingautomation [67] #marketingautomation,#emailjobs [67] #emailjobs,#marketingtwitter [54] job,email [45] emailjobsio,job Top Word Pairs in Tweet in G10:
[11] #saas,#deals [9] check,deals [7] #emailmarketing,#marketingautomation [6] marketing,automation [5] added,#bfcm [5] #bfcm,#saas [5] #deals,swipepagesapp [5] swipepagesapp,wishpond [5] wishpond,check [5] deals,#landingpages Top Replied-To in Entire Graph:
Top Replied-To in G10:
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: