The graph represents a network of 4,650 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 Tuesday, 05 November 2019 at 10:10 UTC.
The requested start date was Sunday, 03 November 2019 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, 6-minute period from Thursday, 31 October 2019 at 16:23 UTC to Friday, 01 November 2019 at 18:29 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 : 4650
Unique Edges : 4434
Edges With Duplicates : 2453
Total Edges : 6887
Number of Edge Types : 3
Mentions : 3618
Tweet : 3220
Replies to : 49
Self-Loops : 3220
Reciprocated Vertex Pair Ratio : 0.024257899776572
Reciprocated Edge Ratio : 0.0473667809286382
Connected Components : 2129
Single-Vertex Connected Components : 1437
Maximum Vertices in a Connected Component : 1033
Maximum Edges in a Connected Component : 2229
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.429585
Graph Density : 0.000148442143876472
Modularity : 0.572006
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,650 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 Tuesday, 05 November 2019 at 10:10 UTC.
The requested start date was Sunday, 03 November 2019 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, 6-minute period from Thursday, 31 October 2019 at 16:23 UTC to Friday, 01 November 2019 at 18:29 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[230] gt,gt [216] social,media [140] check,out [130] #digitalmarketing,#marketing [130] #socialmedia,#marketing [126] #business,#marketing [113] #marketing,#digitalmarketing [103] #marketing,#business [97] #marketing,#socialmedia [90] #marketing,#seo Top Word Pairs in Tweet in G1:
[91] social,media [71] link,bio [60] check,out [53] #marketing,#socialmedia [51] click,link [51] commerce,#marketing [50] #zirigozagroup,#e [50] #e,commerce [50] #marketing,#enkil [50] #enkil,#8020 Top Word Pairs in Tweet in G2:
[71] gt,gt [15] #socialmedia,#marketing [15] social,media [14] mikequindazzi,gt [13] #digitalmarketing,#marketing [10] #smm,#socialmediamarketing [10] #marketing,#digitalmarketing [10] hard,skills [8] #digitalmarketing,#onlinemarketing [8] #martech,#martechconf Top Word Pairs in Tweet in G3:
[14] #robot,carry [14] carry,#golf [14] #golf,equipment [14] equipment,next [14] next,time [14] time,golf [14] golf,course [14] course,intengineering [14] intengineering,#mi [13] ronald_vanloon,#robot Top Word Pairs in Tweet in G4:
[10] anthonyrochand,camillejourdain [10] camillejourdain,cisionfrance [10] cisionfrance,reech_com [10] reech_com,delphef [10] delphef,chanperco [10] chanperco,lagencemasquee [10] lagencemasquee,guedjdelphine [10] guedjdelphine,smartinarpp [8] clementisa,anthonyrochand [6] #futurapolis,demandez Top Word Pairs in Tweet in G5:
[25] #socialmedia,#digitalmarketing [25] #digitalmarketing,#contentmarketing [25] #socialmedia,#socialmediamarketing [24] #startup,#growthhacking [21] social,media [21] #marketing,#contentmarketing [20] #contentmarketing,#growthhacking [19] #marketing,#influencermarketing [19] #marketing,#sales [19] #venture,#businessgrowth Top Word Pairs in Tweet in G6:
[31] #digitalmarketing,#marketing [27] #marketing,#seo [8] sengineland,#digitalmarketing [7] jeffbullas,#digitalmarketing [7] marketingland,#digitalmarketing [5] #business,#smallbusiness [5] future,seo [5] seo,seo [5] seo,marketing [5] marketing,pros Top Word Pairs in Tweet in G7:
[8] find,out [6] check,out [4] #hiring,re [4] re,looking [4] looking,#marketing [4] #marketing,#intern [4] #intern,love [4] love,#startups [4] #startups,join [4] join,#paloalto Top Word Pairs in Tweet in G8:
[10] #dataprotection,#revolut's [10] #revolut's,new [10] new,#privacy [10] #privacy,policy [10] policy,assumes [10] assumes,user [10] user,#consent [10] #consent,share [10] share,data [10] data,#marketing Top Word Pairs in Tweet in G9:
[15] #comunicaciondigital,#marketing [13] #marketing,' [12] social,media [10] #infografia,#infographic [10] #infographic,#marketing [7] influencer,marketing [7] #influencer,#marketing [7] #infografia,#marketing [5] #instagram,#marketing [5] mejorar,tu Top Word Pairs in Tweet in G10:
[46] little,page [46] page,collection [46] collection,brands [46] brands,finally [46] finally,up [46] up,running [46] running,couple [46] couple,sites [46] sites,still [46] still,under Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G8:
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: