The graph represents a network of 3,420 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 19 February 2019 at 19:21 UTC.
The requested start date was Tuesday, 19 February 2019 at 01:01 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, 5-hour, 8-minute period from Sunday, 17 February 2019 at 13:48 UTC to Monday, 18 February 2019 at 18:57 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 : 3420
Unique Edges : 4432
Edges With Duplicates : 2591
Total Edges : 7023
Number of Edge Types : 3
Tweet : 2266
Mentions : 4722
Replies to : 35
Self-Loops : 2266
Reciprocated Vertex Pair Ratio : 0.0248808893594494
Reciprocated Edge Ratio : 0.0485537190082645
Connected Components : 1081
Single-Vertex Connected Components : 777
Maximum Vertices in a Connected Component : 1610
Maximum Edges in a Connected Component : 4709
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.74752
Graph Density : 0.000331138854252723
Modularity : 0.53764
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[412] digital,marketing [339] social,media [293] socialmedia,socialmediamarketing [277] marketing,digitalmarketing [253] digitalmarketing,contentmarketing [243] gt,gt [205] socialmediamarketing,digitalmarketing [201] seo,smm [195] seo,digitalmarketing [154] digitalmarketing,marketing Top Word Pairs in Tweet in G1:
[84] digital,marketing [66] marketing,digitalmarketing [52] seo,digitalmarketing [52] social,media [49] digitalmarketing,seo [32] check,out [31] digitalmarketing,socialmedia [30] socialmedia,digitalmarketing [30] digitalmarketing,contentmarketing [27] digitalmarketing,marketing Top Word Pairs in Tweet in G2:
[130] gt,gt [90] digitalmarketing,contentmarketing [87] social,media [60] socialmedia,socialmediamarketing [58] 6,types [58] types,twitter [58] networks,infographics [58] infographics,nodexl [57] digital,marketing [54] infographic,follow Top Word Pairs in Tweet in G3:
[145] socialmedia,socialmediamarketing [96] socialmediamarketing,digitalmarketing [80] digitalmarketing,contentmarketing [73] seo,smm [70] contentmarketing,growthhacking [68] ecommerce,marketing [67] growthhacking,startup [67] startup,seo [67] smm,ecommerce [66] blogging,infographic Top Word Pairs in Tweet in G4:
[74] book,explained [74] explained,more [74] more,artificialintelligence [74] artificialintelligence,ai [74] ai,programming [74] programming,improve [74] improve,digitalmarketing [73] imariajohnsen,book [72] digitalmarketing,proce [46] digital,marketing Top Word Pairs in Tweet in G5:
[6] theohioplayersproject,biopic [6] biopic,filmmaker [6] filmmaker,director [6] director,digitalmarketing [6] digitalmarketing,viralvideo [6] viralvideo,moviesanywhere [6] moviesanywhere,moviereview [6] moviereview,producerlife [6] producerlife,music [6] music,casting Top Word Pairs in Tweet in G6:
[47] feeling,honoured [47] honoured,being [47] being,guest [47] guest,lecturer [47] lecturer,chitkara [47] chitkara,university [46] simmiahuja_,feeling [42] university,punjab [42] punjab,trained [42] trained,500 Top Word Pairs in Tweet in G7:
[83] ryanglass4reals,entreprenuer [42] startup,growthhacking [33] growthhacking,business [33] automobilemarketing,automotivemarketing [32] social,media [22] trucks,trailers [22] trailers,4 [22] 4,online [22] online,magazine [22] magazine,visit Top Word Pairs in Tweet in G8:
[52] seo,smm [28] blog,blogger [26] seo,digitalmarketing [25] smm,marketing [25] marketing,blog [24] blogger,contentmarketing [24] contentmarketing,crowdfunding [24] crowdfunding,win [24] win,contest [24] contest,giveaway Top Word Pairs in Tweet in G9:
[19] digitalmarketing,marketing [19] need,know [17] seo,digitalmarketing [14] marketing,seo [12] find,out [11] latest,google [11] google,search [11] search,console [11] console,updates [11] updates,need Top Word Pairs in Tweet in G10:
[24] web,apps [24] apps,tech [24] seo,sem [23] tech,seo [23] sem,twitter [23] twitter,blog [23] blog,analytics [23] analytics,digitalmarketing [23] digitalmarketing,growthhacking [22] growthhacking,inboundmarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: