The graph represents a network of 1,384 Twitter users whose tweets in the requested range contained "datascientist", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 16 June 2019 at 09:06 UTC.
The requested start date was Sunday, 16 June 2019 at 00:01 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 5-day, 18-hour, 6-minute period from Sunday, 09 June 2019 at 08:20 UTC to Saturday, 15 June 2019 at 02:27 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 : 1384
Unique Edges : 2078
Edges With Duplicates : 3971
Total Edges : 6049
Number of Edge Types : 3
Mentions : 5298
Tweet : 733
Replies to : 18
Self-Loops : 733
Reciprocated Vertex Pair Ratio : 0.0186832740213523
Reciprocated Edge Ratio : 0.0366812227074236
Connected Components : 177
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 990
Maximum Edges in a Connected Component : 5573
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.421064
Graph Density : 0.00119640222520365
Modularity : 0.299366
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3486] #bigdata,#analytics [2948] #analytics,#datascience [2397] #datascience,#ai [1606] #iot,#iiot [1590] #ai,#machinelearning [1052] #iiot,#pytorch [881] #machinelearning,#iot [803] #pytorch,#python [677] #datascience,#machinelearning [634] #ai,#iot Top Word Pairs in Tweet in G1:
[726] #bigdata,#analytics [641] #analytics,#datascience [538] #datascience,#ai [458] #iot,#iiot [420] #ai,#machinelearning [316] #iiot,#pytorch [267] #machinelearning,#iot [250] #pytorch,#python [198] #python,#rstats [176] #javascript,#reactjs Top Word Pairs in Tweet in G2:
[242] #bigdata,#analytics [183] #analytics,#datascience [147] #datascience,#ai [102] #ai,#machinelearning [94] #iot,#iiot [60] #iiot,#pytorch [51] #datascience,#datascientist [49] #datascience,#machinelearning [48] #machinelearning,#ai [46] #ai,#iot Top Word Pairs in Tweet in G3:
[2249] #bigdata,#analytics [1906] #analytics,#datascience [1536] #datascience,#ai [955] #iot,#iiot [952] #ai,#machinelearning [619] #iiot,#pytorch [511] #machinelearning,#iot [471] #pytorch,#python [430] #datascience,#machinelearning [393] #ai,#iot Top Word Pairs in Tweet in G4:
[111] #bigdata,#analytics [84] #analytics,#datascience [60] #datascience,#ai [36] #ai,#machinelearning [34] #iot,#iiot [32] data,scientist [27] #datascience,#datascientist [24] #datascience,#machinelearning [24] data,science [21] #machinelearning,#iot Top Word Pairs in Tweet in G5:
[98] #bigdata,#analytics [82] #analytics,#datascience [75] #datascience,#ai [52] #ai,#machinelearning [39] #iot,#iiot [27] #digital,vision [27] vision,supercomputing [27] supercomputing,#bigdata [27] #bigdata,atos [27] atos,#machinelearning Top Word Pairs in Tweet in G6:
[21] data,scientist [13] #datascience,#datascientist [10] #datascientist,#bigdata [9] #bigdata,#analytics [8] convoluted,world [8] world,#datascientist [8] #analytics,#datascience [8] #javascript,#reactjs [8] #reactjs,#golang [8] #golang,#cloudcomputing Top Word Pairs in Tweet in G7:
[24] consider,yourself [24] yourself,data [24] data,scientist [24] scientist,analyst [24] analyst,help [24] help,answer [24] answer,quick [24] quick,one [24] one,question [24] question,survey Top Word Pairs in Tweet in G8:
[27] #technews,#datascience [26] #datascience,#datascientist [19] #datascientist,#dataanalytic [19] #dataanalytic,#ml [19] #bigdata,#analytics [18] #ml,#deeplearning [18] #deeplearning,#dl [18] #dl,#dataviz [18] #dataviz,#cloud [18] #cloud,#cloudcomputing Top Word Pairs in Tweet in G9:
[5] check,out [5] out,data [5] data,visualization [5] visualization,professionals [5] professionals,see [5] see,themselves [5] themselves,interactive [5] interactive,dataviz [5] dataviz,mikevizneros [5] mikevizneros,want Top Word Pairs in Tweet in G10:
[15] #datascientist,know [15] know,effectively [15] effectively,use [15] use,statistics [15] statistics,gain [15] gain,insights [15] insights,data [15] data,here [15] here,five [15] five,useful Top Replied-To in Entire Graph:
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Top Replied-To in G10:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: