The graph represents a network of 1,388 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, 01 January 2019 at 19:29 UTC.
The requested start date was Tuesday, 01 January 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 13-day, 0-hour, 20-minute period from Tuesday, 18 December 2018 at 17:48 UTC to Monday, 31 December 2018 at 18:09 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 : 1388
Unique Edges : 1491
Edges With Duplicates : 1310
Total Edges : 2801
Number of Edge Types : 3
Mentions : 1612
Tweet : 1183
Replies to : 6
Self-Loops : 1183
Reciprocated Vertex Pair Ratio : 0.0200160128102482
Reciprocated Edge Ratio : 0.0392464678178964
Connected Components : 498
Single-Vertex Connected Components : 342
Maximum Vertices in a Connected Component : 621
Maximum Edges in a Connected Component : 1633
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.991709
Graph Density : 0.000661764553106346
Modularity : 0.48992
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[236] gt,gt [214] digital,marketing [173] marketing,digitalmarketing [161] social,media [85] socialmedia,digitalmarketing [83] seo,digitalmarketing [80] socialmediamarketing,digitalmarketing [77] digitalmarketing,contentmarketing [75] digitalmarketing,marketing [74] socialmedia,socialmediamarketing Top Word Pairs in Tweet in G1:
[52] digital,marketing [44] social,media [43] entrepreneur,startup [43] seo,digitalmarketing [38] marketing,digitalmarketing [37] business,entrepreneur [37] marketing,mktg [36] smallbiz,business [34] digitalmarketing,growthhacking [32] mktg,marketer Top Word Pairs in Tweet in G2:
[19] digital,marketing [17] gt,gt [5] party,data [5] marketing,digitalmarketing [5] hotel,digital [5] marketing,budget [5] budget,planning [5] planning,best [5] best,practices [5] practices,online Top Word Pairs in Tweet in G3:
[15] digitalmarketing,marketing [15] social,media [14] marketing,business [13] powerful,social [13] media,tool [13] tool,custom [13] custom,templates [13] templates,images [13] images,smaller [13] smaller,operations Top Word Pairs in Tweet in G4:
[138] gt,gt [35] marketing,digitalmarketing [28] mikequindazzi,gt [18] digitalmarketing,digitaltransformation [17] internetofthings,digitalmarketing [15] 6,types [15] types,twitter [15] networks,infographics [15] infographics,nodexl [15] digital,marketing Top Word Pairs in Tweet in G5:
[9] social,media [7] digital,marketing [7] seo,digitalmarketing [6] tools,shane_barker [5] shane_barker,digitalmarketing [5] marketing,digitalmarketing [5] top,10 [5] digitalmarketing,strategy [4] marketing,trends [4] 23,useful Top Word Pairs in Tweet in G6:
[16] mariajohnsen,digitalmarketing [11] digitalmarketing,sales [11] sales,tactic [11] tactic,work [11] work,american [11] american,market [11] market,want [11] want,sell [11] sell,same [11] same,product Top Word Pairs in Tweet in G7:
[59] digital,marketing [47] marketing,digitalmarketing [26] digitalmarketing,marketing [17] mistakes,minimize [15] mikeschiemer,10 [14] leverage,social [14] social,media [14] media,promote [14] promote,website [14] website,socialmedia Top Word Pairs in Tweet in G8:
[17] onlinemarketing,digitalmarketing [12] digital,marketing [11] infographic,follow [11] marketing,seo [10] business,entrepreneur [9] social,media [9] startuplifestyle,startups [9] startups,onlinemarketing [9] digitalmarketing,marketing101 [9] marketing101,marketing Top Word Pairs in Tweet in G9:
[6] social,media [6] read,more [4] 7,brilliant [4] brilliant,ways [4] ways,generate [4] generate,leads [4] leads,using [4] using,social [4] media,read [4] video,views Top Word Pairs in Tweet in G10:
[29] socialmedia,socialmediamarketing [26] digitalmarketing,contentmarketing [24] contentmarketing,growthhacking [23] socialmediamarketing,digitalmarketing [22] ecommerce,marketing [21] growthhacking,startup [21] startup,seo [21] seo,smm [21] smm,ecommerce [21] marketing,influencermarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: