The graph represents a network of 5,218 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, 04 March 2019 at 08:02 UTC.
The requested start date was Sunday, 03 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 1-day, 5-hour, 23-minute period from Friday, 01 March 2019 at 08:04 UTC to Saturday, 02 March 2019 at 13:27 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 : 5218
Unique Edges : 8405
Edges With Duplicates : 6393
Total Edges : 14798
Number of Edge Types : 3
Mentions : 10367
Tweet : 4342
Replies to : 89
Self-Loops : 4342
Reciprocated Vertex Pair Ratio : 0.0103067782223839
Reciprocated Edge Ratio : 0.0204032645223236
Connected Components : 1058
Single-Vertex Connected Components : 586
Maximum Vertices in a Connected Component : 3042
Maximum Edges in a Connected Component : 12270
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.035915
Graph Density : 0.000306072527433936
Modularity : 0.450902
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1353] bigdata,analytics [857] analytics,datascience [798] datascience,ai [662] gt,gt [582] ai,machinelearning [579] big,data [532] iot,bigdata [522] ai,iot [479] bigdata,datascience [419] ai,bigdata Top Word Pairs in Tweet in G1:
[691] bigdata,analytics [514] datascience,ai [462] analytics,datascience [456] gt,gt [326] ai,machinelearning [282] bigdata,datascience [277] iot,iiot [238] ai,iot [224] machinelearning,deeplearning [199] machinelearning,iot Top Word Pairs in Tweet in G2:
[73] big,data [28] data,science [23] ai,bigdata [21] bigdata,analytics [18] social,media [17] machinelearning,deeplearning [17] bigdata,ai [16] bigdata,datascience [15] machine,learning [14] calculus,math Top Word Pairs in Tweet in G3:
[136] big,data [95] bigdata,analytics [61] bigdata,ai [49] iot,bigdata [49] ai,bigdata [38] bigdata,datascience [38] data,bigdata [35] bigdata,iot [30] analytics,datascience [27] socialmedia,socialmediamarketing Top Word Pairs in Tweet in G4:
[89] iot,bigdata [83] iot,startups [81] infographic,iot [81] bigdata,smm [74] internet,things [71] things,infographic [70] smm,cybersecurity [69] startups,bigdata [64] fintech,smartcities [62] fintech,ai Top Word Pairs in Tweet in G5:
[295] bigdata,analytics [264] analytics,datascience [219] datascience,ai [157] ai,machinelearning [130] machinelearning,iot [92] iot,iiot [61] machine,learning [50] iiot,pytorch [41] ai,iot [39] pytorch,python Top Word Pairs in Tweet in G6:
[49] iot,bigdata [34] bigdata,analytics [29] download,high [29] high,resolution [29] resolution,here [27] ai,bigdata [25] cyberhubengage,download [24] infosec,firewall [24] firewall,irp [22] irp,bigdata Top Word Pairs in Tweet in G7:
[101] read,more [98] more,here [77] big,data [61] artificial,intelligence [47] machinelearning,deeplearning [41] ai,iot [39] datascience,machinelearning [35] deeplearning,nlp [35] nlp,robots [33] robots,ai Top Word Pairs in Tweet in G8:
[27] big,data [21] bigdata,analyticsweek [21] analyticsweek,futureofdata [21] futureofdata,podcast [14] law,justice [14] justice,coming2town [14] coming2town,hd [14] hd,inequality [14] inequality,poverty [14] poverty,fossilfuels Top Word Pairs in Tweet in G9:
[77] ai,iot [61] tech,bigdata [60] adapt,world [60] world,robots [60] robots,upskilling [60] upskilling,one [60] one,minute [60] minute,v [60] v,pwc_luxembourg [60] pwc_luxembourg,robotics Top Word Pairs in Tweet in G10:
[33] big,data [32] social,media [32] media,images [32] images,predict [32] predict,gentrification [32] gentrification,cities [32] cities,bigdata [32] bigdata,economics [31] wef,social [21] sql,server Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
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:
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:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: