The graph represents a network of 4,552 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 May 2020 at 11:27 UTC.
The requested start date was Sunday, 24 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 2-hour, 49-minute period from Thursday, 21 May 2020 at 18:22 UTC to Friday, 22 May 2020 at 21:12 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 : 4552
Unique Edges : 3292
Edges With Duplicates : 5268
Total Edges : 8560
Number of Edge Types : 5
Retweet : 1722
MentionsInRetweet : 2061
Tweet : 2995
Mentions : 1698
Replies to : 84
Self-Loops : 3139
Reciprocated Vertex Pair Ratio : 0.0301538461538462
Reciprocated Edge Ratio : 0.0585424133811231
Connected Components : 1975
Single-Vertex Connected Components : 1314
Maximum Vertices in a Connected Component : 1145
Maximum Edges in a Connected Component : 3545
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.154616
Graph Density : 0.000161613025430592
Modularity : 0.470494
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,552 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 May 2020 at 11:27 UTC.
The requested start date was Sunday, 24 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 2-hour, 49-minute period from Thursday, 21 May 2020 at 18:22 UTC to Friday, 22 May 2020 at 21:12 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 : #marketing
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 G2:
[65] #ai,#iot [56] mashable,enricomolinari [54] ty,mashable [40] enricomolinari,#ai [39] #ar,#vr [36] #ff,#followfriday [35] #followfriday,#digital [33] goals,#happyweekend [33] #happyweekend,ty [30] ty,stephanpastis Top Word Pairs in Tweet in G3:
[28] #digital,#marketing [25] #startups,#startup [23] #startup,#bigdata [21] #bigdata,#staysafe [20] template,#startups [19] #digitalmarketing,#digital [19] #socialmedia,#seo [19] #digitalmarketing,#marketing [19] #visualcontenting,#contentmarketing [19] #contentmarketing,#socialmedia Top Word Pairs in Tweet in G4:
[52] #research,paper [45] pay,write [39] phd,level [37] level,writer [34] writer,pay [34] write,homework [31] #assignment,#medical [27] homework,#research [26] paper,#assignment [26] #medical,#psychology Top Word Pairs in Tweet in G5:
[62] #makeyourownlane,#defstar5 [42] #defstar5,#mpgvip [34] #thextraordinarionly,#makeyourownlane [34] night,night [34] night,tweeties [34] tweeties,jumyy [34] jumyy,#thextraordinarionly [31] #mpgvip,#thinkbigsundaywithmarsha [31] lilaishwarya,night [28] #thinkbigsundaywithmarsha,#thoughto Top Word Pairs in Tweet in G6:
[42] covid,19 [42] global,#marketing [38] #marketing,#digitalmarketing [37] #socialmediamarketing,#smm [37] #digitalmarketing,#marketing [37] #marketing,#business [37] #business,#stanford [37] hidden,#marketing [36] #marketing,#secrets [36] #secrets,learn Top Word Pairs in Tweet in G7:
[6] #zirigozagroup,#e [4] #e,commerce [4] commerce,#marketing [4] #marketing,#enkil [4] #enkil,#8020 [4] #marketing,#seo [4] #zirigozagroup,#marketing [3] #digitalmarketing,#marketing [3] marketingprofs,#digitalmarketing [3] covid,19 Top Word Pairs in Tweet in G8:
[62] #marketing,#contentmarketing [62] #contentmarketing,#inboundmarketing [62] #inboundmarketing,#blog [62] #blog,#mktg [62] #mktg,#socialmedia [36] #socialmedia,#socialmediamarketing [32] #socialmediamarketing,#smm [12] #smm,#growthhacking [11] #growthhacking,#website [8] #business,law Top Word Pairs in Tweet in G9:
[26] promo,design [26] design,contest [24] contest,enter [24] enter,creating [20] creating,ae [19] ae,game [19] game,promo [19] promo,image [19] image,posting [13] posting,reply Top Word Pairs in Tweet in G10:
[36] burger,king [36] king,germany [36] germany,launches [36] launches,social [36] social,distancing [36] distancing,crown [36] crown,#marketing [36] #marketing,#design [36] #design,#covid [36] fer_machado123,burger Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: