The graph represents a network of 4,785 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 March 2019 at 08:02 UTC.
The requested start date was Sunday, 10 March 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 7-day, 23-hour, 21-minute period from Saturday, 02 March 2019 at 01:40 UTC to Sunday, 10 March 2019 at 01:01 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 : 4785
Unique Edges : 8667
Edges With Duplicates : 7894
Total Edges : 16561
Number of Edge Types : 3
Mentions : 12775
Tweet : 3733
Replies to : 53
Self-Loops : 3733
Reciprocated Vertex Pair Ratio : 0.0152145359019264
Reciprocated Edge Ratio : 0.0299730458221024
Connected Components : 743
Single-Vertex Connected Components : 352
Maximum Vertices in a Connected Component : 3177
Maximum Edges in a Connected Component : 14763
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.883848
Graph Density : 0.000405173287482133
Modularity : 0.408903
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1670] bigdata,analytics [1145] gt,gt [1116] datascience,ai [1089] analytics,datascience [976] ai,machinelearning [830] iot,iiot [736] ai,iot [623] iot,bigdata [491] bigdata,ai [478] machinelearning,iot Top Word Pairs in Tweet in G1:
[773] gt,gt [359] ai,iot [293] iot,bigdata [286] bigdata,analytics [250] ai,machinelearning [194] iot,iiot [192] analytics,datascience [184] machinelearning,deeplearning [178] datascience,ai [153] mikequindazzi,gt Top Word Pairs in Tweet in G2:
[162] bigdata,analytics [151] bigdata,datascience [131] abdsc,bigdata [97] datascience,ai [77] read,more [76] machinelearning,deeplearning [75] bigdata,ai [75] artificialintelligence,machinelearning [71] gt,gt [65] ai,machinelearning Top Word Pairs in Tweet in G3:
[230] bigdata,analytics [229] bigdata,ai [226] big,data [144] gt,gt [122] ai,machinelearning [119] ai,iot [119] datascience,ai [113] analytics,datascience [110] bigdata,iot [108] ai,bigdata Top Word Pairs in Tweet in G4:
[42] iot,bigdata [25] big,data [21] bigdata,analytics [18] data,science [18] gt,gt [15] artificial,intelligence [15] calculus,math [15] math,college [14] internet,things [13] social,media Top Word Pairs in Tweet in G5:
[888] bigdata,analytics [714] analytics,datascience [695] datascience,ai [476] iot,iiot [458] ai,machinelearning [280] machinelearning,iot [240] iiot,pytorch [179] ai,iot [154] pytorch,python [146] machine,learning Top Word Pairs in Tweet in G6:
[23] bigdata,analytics [20] ai,iot [19] machine,learning [18] ai,aiio [18] aiio,bigdata [18] bigdata,ml [18] ml,nlu [16] nlu,iot [14] datascience,ai [12] bigdata,iot Top Word Pairs in Tweet in G7:
[105] socialmedia,socialmediamarketing [70] social,media [65] contentmarketing,growthhacking [63] digitalmarketing,contentmarketing [53] socialmedia,digitalmarketing [49] socialmediamarketing,digitalmarketing [49] marketing,influencermarketing [48] growthhacking,startup [48] startup,seo [42] blogging,infographic Top Word Pairs in Tweet in G8:
[30] gt,gt [26] fintech,insurtech [17] bigdata,smallbusiness [17] smallbusiness,socialmediamarketing [17] socialmediamarketing,startups [16] ai,machinelearning [13] ai,bigdata [13] bigdata,datascience [12] artificialintelligence,ai [12] socialmedia,marketing Top Word Pairs in Tweet in G9:
[2] angelicagallegs,yukarikingdom18 [2] yukarikingdom18,mhall55nine [2] mhall55nine,eoff_sylvia [2] eoff_sylvia,montynishimura [2] montynishimura,bperrionni [2] bperrionni,semicvet50 [2] semicvet50,brindusab1 [2] brindusab1,ritacobix Top Word Pairs in Tweet in G10:
[8] gt,gt [6] follow,aiqawards [5] hiring,ai [4] jobs,here [4] here,follow [4] aiqawards,techtionary [3] 1,ai [3] ai,career [3] career,job [3] job,site Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: