The graph represents a network of 1,821 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, 17 February 2019 at 09:25 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 5,000.
The tweets in the network were tweeted over the 5-day, 20-hour, 44-minute period from Monday, 11 February 2019 at 04:15 UTC to Sunday, 17 February 2019 at 01:00 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 : 1821
Unique Edges : 2810
Edges With Duplicates : 3648
Total Edges : 6458
Number of Edge Types : 3
Mentions : 5694
Tweet : 742
Replies to : 22
Self-Loops : 742
Reciprocated Vertex Pair Ratio : 0.0153333333333333
Reciprocated Edge Ratio : 0.0302035456336179
Connected Components : 215
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 1375
Maximum Edges in a Connected Component : 5935
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.779804
Graph Density : 0.000919069947076537
Modularity : 0.375642
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2627] bigdata,analytics [1737] machinelearning,datascience [1701] datascience,ai [1471] analytics,machinelearning [1215] iot,iiot [993] ai,iot [519] iiot,python [411] python,rstats [372] analytics,datascience [306] datascience,datascientist Top Word Pairs in Tweet in G1:
[1259] bigdata,analytics [855] machinelearning,datascience [846] datascience,ai [707] analytics,machinelearning [648] iot,iiot [487] ai,iot [321] iiot,python [277] python,rstats [191] analytics,datascience [177] rstats,tensorflow Top Word Pairs in Tweet in G2:
[1128] bigdata,analytics [719] machinelearning,datascience [693] datascience,ai [637] analytics,machinelearning [453] iot,iiot [385] ai,iot [188] mqtt,iot [184] ksql,mqtt [176] deeplearning,ksql [158] iot,sensor Top Word Pairs in Tweet in G3:
[80] bigdata,analytics [51] machinelearning,datascience [49] datascience,ai [43] analytics,machinelearning [35] data,science [30] iot,iiot [27] data,scientist [26] ai,iot [26] machine,learning [22] datascience,datascientist Top Word Pairs in Tweet in G4:
[143] gt,gt [73] bigdata,analytics [63] ai,iot [55] datascience,ai [54] machinelearning,datascience [47] datascience,datascientist [46] robots,infographics [46] infographics,startups [46] startups,tech [43] iot,iiot Top Word Pairs in Tweet in G5:
[23] data,scientist [13] datascientist,bigdata [11] datascience,datascientist [11] data,science [9] convoluted,world [9] world,datascientist [6] data,scientists [6] big,data [6] bigdata,analytics [6] machinelearning,datascience Top Word Pairs in Tweet in G6:
[56] gt,gt [55] top,5 [55] 5,clustering [55] clustering,algorithms [55] algorithms,datascientist [55] datascientist,know [55] know,link [55] link,gt [55] gt,tdatascience [55] tdatascience,antgrasso Top Word Pairs in Tweet in G7:
[36] want,improve [36] improve,businessintelligence [36] businessintelligence,bigdata [36] bigdata,skills [36] skills,read [36] read,great [36] great,reference [36] reference,book [35] book,schmarzo [35] schmarzo,one Top Word Pairs in Tweet in G8:
[12] bigdata,analytics [9] machinelearning,datascience [9] mustread,des [9] des,problèmes [9] problèmes,concrets [9] concrets,l'entreprise [9] l'entreprise,jusqu'à [9] jusqu'à,l'analytics [9] l'analytics,il [9] il,n'y Top Word Pairs in Tweet in G9:
[15] roses,red [15] red,violets [15] violets,blue [15] blue,without [15] company,through [15] 7,reasons [15] reasons,fall [13] without,bigdata [13] bigdata,company [13] through,7 Top Word Pairs in Tweet in G10:
[134] ansonmccade,technology [107] technology,technews [81] technews,datascience [76] datascience,datascientist [68] datascientist,dataanalytic [68] dataanalytic,ml [68] ml,deeplearning [68] dataviz,cloud [68] cloud,cloudcomputing [68] cloudcomputing,fintech 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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