The graph represents a network of 3,745 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, 06 March 2022 at 14:07 UTC.
The requested start date was Sunday, 06 March 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 2-day, 1-hour, 30-minute period from Wednesday, 02 March 2022 at 18:15 UTC to Friday, 04 March 2022 at 19:45 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 : 3745
Unique Edges : 3170
Edges With Duplicates : 12359
Total Edges : 15529
Number of Edge Types : 5
Retweet : 4716
MentionsInRetweet : 6128
Replies to : 123
Mentions : 1526
Tweet : 3036
Self-Loops : 3413
Reciprocated Vertex Pair Ratio : 0.019434628975265
Reciprocated Edge Ratio : 0.0381282495667244
Connected Components : 1271
Single-Vertex Connected Components : 890
Maximum Vertices in a Connected Component : 1664
Maximum Edges in a Connected Component : 12490
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.536824
Graph Density : 0.00032921388061575
Modularity : 0.304658
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,745 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, 06 March 2022 at 14:07 UTC.
The requested start date was Sunday, 06 March 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 2-day, 1-hour, 30-minute period from Wednesday, 02 March 2022 at 18:15 UTC to Friday, 04 March 2022 at 19:45 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 Entire Graph:
[630] #iot,#iiot [606] #javascript,#reactjs [590] #reactjs,#wordpress [541] #wordpress,#security [495] #security,#defi [479] #datascience,#analytics [432] #ai,#machinelearning [430] #affiliate,#affiliatemarketing [430] #discount,#gifts [430] #gifts,#marketing Top Word Pairs in Tweet in G1:
[82] social,media [44] #marketing,#business [44] #socialmedia,#marketing [41] #marketing,#digitalmarketing [33] #sales,#marketing [31] #business,#marketing [29] #digitalmarketing,#marketing [27] #marketing,#socialmedia [26] #marketing,#seo [26] digital,marketing Top Word Pairs in Tweet in G2:
[604] #iot,#iiot [580] #javascript,#reactjs [564] #reactjs,#wordpress [516] #wordpress,#security [471] #security,#defi [454] #datascience,#analytics [403] #ai,#machinelearning [395] #innovation,#python [391] #iiot,#pytorch [388] #machinelearning,#datascience Top Word Pairs in Tweet in G3:
[44] #finserv,#marketing [36] #fintech,#finserv [25] #ai,#machinelearning [24] #iot,#iiot [24] #javascript,#reactjs [24] #reactjs,#wordpress [23] #wordpress,#security [22] #datascience,#analytics [22] #security,#defi [21] #machinelearning,#datascience Top Word Pairs in Tweet in G4:
[256] #giveaway,kişiye [256] tag,friend [254] turkishpromoter,#giveaway [141] kişiye,nakit [141] nakit,100 [141] 100,5x [141] 5x,#whitelist [141] #whitelist,follow [141] follow,lilgokunft [141] lilgokunft,pinned Top Word Pairs in Tweet in G5:
[19] social,media [16] #facebook,#instagram [15] #seo,#marketing [12] #socialmedia,#marketing [11] find,more [11] more,#tumblr [11] #tumblr,blog [11] blog,#linkinbio [9] cryft,llc [9] llc,#cryft Top Word Pairs in Tweet in G6:
[22] #digitalmarketing,#marketing [14] #marketing,#seo [10] marketingprofs,#digitalmarketing [7] gt,#marketing [7] sengineland,#digitalmarketing [6] growandconvert,#digitalmarketing [6] #seotips,#marketing [6] #marketing,#digitalmarketing [6] #digitalmarketing,#socialmediamarketing [6] #socialmediamarketing,#marketingtips Top Word Pairs in Tweet in G7:
[13] #socialmedia,#marketing [9] #seo,#marketing [8] market,game [8] game,market [8] market,wait [8] wait,until [8] until,month [8] month,two [8] two,before [8] before,release Top Word Pairs in Tweet in G8:
[9] desmarketinges,iosu_blanco [9] iosu_blanco,alfchoice [9] s_msonia,ghserrano [9] ghserrano,allopher [9] allopher,magda_peral [9] magda_peral,paoloigna1 [9] paoloigna1,leikoleo [7] leikoleo,yls [6] micasabja,desmarketinges [6] alfchoice,s_msonia Top Word Pairs in Tweet in G9:
[9] #jobalert,tennessse [9] tennessse,florida [9] florida,profitsolv [9] profitsolv,#hiring [9] #hiring,#jobs [9] #jobs,#tennessee [9] #tennessee,#florida [9] #florida,#northcarolina [9] #northcarolina,#event [8] bmurphypointman,#affiliate Top Word Pairs in Tweet in G10:
[401] #rbxs,#rbx [344] #rbx,#rbxsamurai [294] #rbxsamurai,#crypto [268] co,sptgoeomdo [245] sptgoeomdo,#rbxs [230] #crypto,#cryptocurrency [220] #defi,#marketing [217] #cryptocurrency,#nft [215] #nft,#eth [211] #eth,#bnb Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: