The graph represents a network of 908 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, 29 November 2022 at 01:03 UTC.
The requested start date was Monday, 28 November 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, 20-minute period from Monday, 14 November 2022 at 01:26 UTC to Sunday, 27 November 2022 at 23:46 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 : 908
Unique Edges : 630
Edges With Duplicates : 1980
Total Edges : 2610
Number of Edge Types : 5
Retweet : 597
Tweet : 950
MentionsInRetweet : 811
Mentions : 235
Replies to : 17
Self-Loops : 1005
Reciprocated Vertex Pair Ratio : 0.0732064421669107
Reciprocated Edge Ratio : 0.136425648021828
Connected Components : 454
Single-Vertex Connected Components : 334
Maximum Vertices in a Connected Component : 70
Maximum Edges in a Connected Component : 259
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.55291
Graph Density : 0.000890042692907343
Modularity : 0.336797
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 908 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, 29 November 2022 at 01:03 UTC.
The requested start date was Monday, 28 November 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, 20-minute period from Monday, 14 November 2022 at 01:26 UTC to Sunday, 27 November 2022 at 23:46 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:
[183] marketing,automation [117] email,marketing [99] read,more [87] more,sales [87] case,study [86] more,#emailmarketing [84] sales,fewer [83] #email,#marketingautomation [83] #emailmarketing,#jobsearch [82] #jobs,#email Top Word Pairs in Tweet in G1:
[80] grow,without [80] sales,fewer [79] more,sales [76] nights,grow [75] growing,pains [75] without,growing [74] fewer,late [72] late,nights [60] marketing,automation [29] #emailmarketing,#marketingautomation Top Word Pairs in Tweet in G2:
[82] improve,mops [82] excited,share [82] mops,productivity [82] drift,helped [82] productivity,40 [82] helped,improve [82] 40,view [82] share,recent [82] super,excited [82] recent,case Top Word Pairs in Tweet in G3:
[13] #automatedmarketers,#strategicideas [13] #strategicideas,#businesscoaches [13] #marketingprofessionals,#marketingautomation [12] #businesssystems,#marketingprofessionals [12] #businesscoaches,#businesssystems [9] #marketingautomation,#digitalmarketing [6] marketing,automation [6] meilleurs,modèles [6] votre,entreprise [6] modèles,d'email Top Word Pairs in Tweet in G4:
[23] evento,#automatización [23] edición,evento [23] iv,edición [22] #automatización,#barcelona [22] valkiria,hub [22] hub,space [22] #barcelona,valkiria [21] desmarketinges,iv [16] evento_ba,gisela_bravoc [15] marisolramos88,marketergsm Top Word Pairs in Tweet in G5:
[5] #blackfriday,#saas [5] #saas,#deals [5] #marketingautomation,#newsletters [3] #emaildesign,#marketingautomation [3] sweet,#blackfriday [3] getresponse,mailerlite [3] #newsletters,#leadgeneration [3] #deals,getresponse [3] #emailmarketing,#emaildesign [3] added,sweet Top Word Pairs in Tweet in G6:
[6] #,#smallbusinessmarketing [6] #smallbusinessmarketing,# [6] #,#onlinemarketing [6] #smallbusinesstips,# [6] #,#digitalmarketing [6] ##smallbusiness,# [6] #digitalmarketing,# [6] #,#smallbusinesstips [6] #onlinemarketing,# [5] hubspot,activecampaign Top Word Pairs in Tweet in G7:
[4] #digitalmarketing,#socialmediamarketing [4] automating,social [4] startgrowthhack,#marketing [4] pillars,automating [4] social,media [4] efforts,startgrowthhack [4] #marketing,#digitalmarketing [4] media,efforts [3] pantelischio,pillars [3] #socialmediamarketing,#ma Top Word Pairs in Tweet in G8:
[41] #rbxsamurai,#marketingautomation [20] yasamurai022,#rbxsamurai [12] #marketingautomation,#rbxs [12] #rbxs,#neuralink [11] #neuratoken,#marketingautomation [11] yokosamurai2,#marketingautomation [10] nemo_rbxs,#neuratoken [10] nemo_rbxs,#rbxsamurai [8] #marketingautomation,#rbxstoken [8] #rbxs,#marketingautomation Top Word Pairs in Tweet in G9:
[7] deck,goes [7] goes,along [7] look,slide [7] take,look [7] slide,deck [7] along,presentation [7] presentation,gt [6] wesleyjmattox,take [2] meetup,comments [2] 13,2022 Top Word Pairs in Tweet in G10:
[11] relevancy,understanding [11] customers,needs [11] retail,relevancy [11] needs,age [11] understanding,customers [11] #marketingautomation,time [11] age,#marketingautomation [10] time,marketer [10] cdpdotcom,retail Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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: