The graph represents a network of 4,897 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 Monday, 18 February 2019 at 08:14 UTC.
The requested start date was Sunday, 17 February 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 1-day, 10-hour, 35-minute period from Friday, 15 February 2019 at 14:25 UTC to Sunday, 17 February 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 : 4897
Unique Edges : 8409
Edges With Duplicates : 7611
Total Edges : 16020
Number of Edge Types : 3
Mentions : 11891
Tweet : 4046
Replies to : 83
Self-Loops : 4046
Reciprocated Vertex Pair Ratio : 0.0133364258378754
Reciprocated Edge Ratio : 0.0263218127718013
Connected Components : 948
Single-Vertex Connected Components : 525
Maximum Vertices in a Connected Component : 3082
Maximum Edges in a Connected Component : 13741
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.203345
Graph Density : 0.000364452158918159
Modularity : 0.425733
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1141] gt,gt [1044] bigdata,analytics [569] big,data [546] iot,bigdata [456] ai,bigdata [444] bigdata,ai [432] datascience,ai [429] ai,iot [414] machinelearning,datascience [398] bigdata,datascience Top Word Pairs in Tweet in G1:
[977] gt,gt [273] cybersecurity,bigdata [239] iot,bigdata [207] bigdata,analytics [205] ai,iot [204] mikequindazzi,gt [172] need,know [165] iiot,cybersecurity [155] 12,facts [155] facts,need Top Word Pairs in Tweet in G2:
[222] big,data [207] bigdata,ai [141] bigdata,analytics [123] gfaccord,bigdata [99] ai,powered [91] bigdata,iot [82] ai,bigdata [80] bigdata,datascience [76] powered,global [63] gt,gt Top Word Pairs in Tweet in G3:
[92] big,data [80] georgios,fradelos [65] fradelos,company [65] company,message [54] gf,accord [43] ai,bigdata [41] read,more [40] accord,gfradelos [38] launch,youtube [38] youtube,channel Top Word Pairs in Tweet in G4:
[192] bigdata,datascience [175] bigdata,analytics [112] more,info [90] ai,bigdata [89] abdsc,bigdata [82] info,bigdata [76] datascience,ai [61] iot,bigdata [55] ai,machinelearning [52] machinelearning,datascience Top Word Pairs in Tweet in G5:
[265] bigdata,analytics [186] datascience,ai [181] machinelearning,datascience [177] analytics,machinelearning [120] iot,iiot [92] ai,iot [42] analytics,datascience [40] iiot,python [35] machine,learning [32] python,rstats Top Word Pairs in Tweet in G6:
[27] ai,iot [27] iot,digital [27] digital,robotics [27] robotics,robot [27] robot,digitaltransformation [27] digitaltransformation,future [22] know,wireless [22] wireless,electricity [22] electricity,ai [22] ai,big Top Word Pairs in Tweet in G7:
[14] semicvet50,vladimerantonov [14] vladimerantonov,montynishimura [14] montynishimura,brindusab1 [14] brindusab1,hakflak [14] hakflak,bperrionni [14] bperrionni,ritacobix [13] amparofashion,papryka5 [9] ai,ml [9] ritacobix,amparofashion [8] arnabch01,semicvet50 Top Word Pairs in Tweet in G8:
[102] socialmedia,socialmediamarketing [40] socialmediamarketing,digitalmarketing [30] leadership,seo [30] social,media [22] digitalmarketing,contentmarketing [20] seo,smm [20] socialmedia,digitalmarketing [19] bigdata,analytics [17] contentmarketing,growthhacking [16] seo,branding Top Word Pairs in Tweet in G9:
[16] big,data [10] bigdata,analytics [7] social,media [6] releases,bigdata [6] bigdata,powering [6] powering,website [6] website,available [6] available,daily [6] daily,cloudcomputing [5] experienced,bigdata Top Word Pairs in Tweet in G10:
[17] bigdata,analytics [13] sap,sqlserver [13] sqlserver,sql [13] sql,ai [13] ai,datascience [13] datascience,bi [12] big,data [12] bi,bigdata [8] analytics,businessintelligence [8] businessintelligence,sap Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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