The graph represents a network of 3,358 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, 13 April 2020 at 16:48 UTC.
The requested start date was Monday, 13 April 2020 at 00:01 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 22-hour, 42-minute period from Sunday, 12 April 2020 at 01:18 UTC to Monday, 13 April 2020 at 00:00 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 : 3358
Unique Edges : 6343
Edges With Duplicates : 8180
Total Edges : 14523
Number of Edge Types : 4
MentionsInRetweet : 10703
Mentions : 1486
Tweet : 2295
Replies to : 39
Self-Loops : 2295
Reciprocated Vertex Pair Ratio : 0.00934182590233546
Reciprocated Edge Ratio : 0.0185107278081615
Connected Components : 493
Single-Vertex Connected Components : 307
Maximum Vertices in a Connected Component : 2531
Maximum Edges in a Connected Component : 13622
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.411879
Graph Density : 0.000632584291790349
Modularity : 0.340696
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 3,358 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, 13 April 2020 at 16:48 UTC.
The requested start date was Monday, 13 April 2020 at 00:01 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 22-hour, 42-minute period from Sunday, 12 April 2020 at 01:18 UTC to Monday, 13 April 2020 at 00:00 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 : #bigdata
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:
[3204] #bigdata,#analytics [2912] #analytics,#datascience [2337] #datascience,#ai [1947] gt,gt [1909] #iot,#iiot [1860] #ai,#machinelearning [1414] #machinelearning,#iot [996] #iiot,#python [937] #python,#rstats [571] #ai,#bigdata Top Word Pairs in Tweet in G1:
[1932] #bigdata,#analytics [1799] #analytics,#datascience [1391] #datascience,#ai [1192] gt,gt [1095] #iot,#iiot [1075] #ai,#machinelearning [834] #machinelearning,#iot [602] #python,#rstats [569] #iiot,#python [319] #datascience,#iot Top Word Pairs in Tweet in G2:
[510] gt,gt [327] #bigdata,#analytics [273] #analytics,#datascience [228] #datascience,#ai [197] #ai,#bigdata [194] #bigdata,#datascience [191] #ai,#machinelearning [175] #iot,#iiot [150] big,data [136] data,science Top Word Pairs in Tweet in G3:
[723] #bigdata,#analytics [703] #analytics,#datascience [552] #iot,#iiot [536] #datascience,#ai [451] #ai,#machinelearning [392] #machinelearning,#iot [296] #iiot,#python [209] #python,#rstats [137] #iiot,#pytorch [134] #datascience,#iot Top Word Pairs in Tweet in G4:
[31] #bigdata,#datascience [27] big,data [22] daily,#bigdata [20] artificial,intelligence [13] data,science [12] #bigdata,#ai [12] read,more [11] #bigdata,#machinelearning [10] #iot,#bigdata [10] covid,19 Top Word Pairs in Tweet in G5:
[86] gt,gt [58] #iot,#bigdata [44] #bigdata,#analytics [43] #ai,#iot [41] #analytics,#datascience [39] learn,more [37] #bigdata,#artificialintelligence [31] public,sector [31] sector,bodies [31] bodies,produce Top Word Pairs in Tweet in G6:
[111] data,science [108] #datascience,#ai [94] #bigdata,#analytics [92] #ai,#machinelearning [83] gt,gt [76] science,timeline [76] faviovaz,heizelvazquez [75] #bigdata,#datascience [69] big,data [57] #machinelearning,#bigdata Top Word Pairs in Tweet in G7:
[58] read,more [58] #artificialintelligence,#machinelearning [57] #datascience,#bigdata [47] #bigdata,#marketing [46] #marketing,#business [32] #machinelearning,#deeplearning [31] #machinelearning,#datascience [30] #soundtrack,#movies [26] #deeplearning,#datascience [26] #movies,#films Top Word Pairs in Tweet in G8:
[16] marinella_maria,mariangelasant8 [16] angelicagallegs,yukarikingdom18 [16] yukarikingdom18,mhall55nine [15] mhall55nine,eoff_sylvia [14] mariangelasant8,angelicagallegs [12] frisesally,marinella_maria [10] sminaev2015,frisesally [7] bperrionni,semicvet50 [7] semicvet50,brindusab1 [7] brindusab1,ritacobix Top Word Pairs in Tweet in G9:
[127] #bigdata,#blockchain [127] #blockchain,#cryptocurrency [106] quote,#bigdata [87] big,data [67] data,quote [55] dttoken,big [39] bigdata,quote [32] dt_circle,bigdata [20] data,#bigdata [18] interesting,facts Top Word Pairs in Tweet in G10:
[7] #bigdata,#analytics [6] insightful,#covid19 [6] #covid19,#covid19malaysia [6] #covid19malaysia,#bigdata [6] #bigdata,#ai [6] #ai,#datascience [6] #datascience,ydlmalaysia [6] ydlmalaysia,dhesimd [5] clumsy,#robot [5] #robot,key Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: