The graph represents a network of 1,330 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 Tuesday, 20 August 2019 at 10:07 UTC.
The requested start date was Sunday, 18 August 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 4-day, 10-hour, 45-minute period from Tuesday, 13 August 2019 at 13:14 UTC to Saturday, 17 August 2019 at 23:59 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 : 1330
Unique Edges : 1822
Edges With Duplicates : 4127
Total Edges : 5949
Number of Edge Types : 3
Tweet : 498
Mentions : 5438
Replies to : 13
Self-Loops : 498
Reciprocated Vertex Pair Ratio : 0.00863821138211382
Reciprocated Edge Ratio : 0.0171284634760705
Connected Components : 191
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 964
Maximum Edges in a Connected Component : 5567
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.836311
Graph Density : 0.00112301068698835
Modularity : 0.283707
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3761] #bigdata,#analytics [3335] #datascience,#ai [3170] #analytics,#datascience [2631] #ai,#machinelearning [2194] #iot,#iiot [1710] #machinelearning,#iot [1439] #iiot,#pytorch [1085] #pytorch,#python [839] #python,#rstats [444] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[755] #bigdata,#analytics [698] #datascience,#ai [636] #analytics,#datascience [548] #ai,#machinelearning [515] #iot,#iiot [369] #machinelearning,#iot [357] #iiot,#pytorch [285] #pytorch,#python [267] #python,#rstats [163] #javascript,#reactjs Top Word Pairs in Tweet in G2:
[2407] #bigdata,#analytics [2138] #datascience,#ai [2024] #analytics,#datascience [1681] #ai,#machinelearning [1355] #iot,#iiot [1099] #machinelearning,#iot [881] #iiot,#pytorch [657] #pytorch,#python [488] #python,#rstats [265] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[27] data,scientist [12] #datascientist,#dataanalyst [11] #datascience,#datascientist [11] difference,between [11] between,#datascientist [10] #dataanalyst,here [10] here,3 [10] 3,#datascience [10] #datascience,#datacenter [6] #offuttairforcebase,ne Top Word Pairs in Tweet in G4:
[51] #bigdata,#analytics [42] #analytics,#datascience [40] #datascience,#ai [33] #ai,#machinelearning [27] #iot,#iiot [26] 10,#machinelearning [25] #algorithms,#datascientist [25] #datascientist,know [23] #machinelearning,#algorithms [23] know,#abdsc Top Word Pairs in Tweet in G5:
[53] data,science [48] #bigdata,#analytics [42] #analytics,#datascience [41] #datascience,#ai [36] #ai,#machinelearning [28] #iot,#iiot [26] #machinelearning,#iot [20] data,scientist [19] #datascience,#datascientist [18] #iiot,#pytorch Top Word Pairs in Tweet in G6:
[233] #bigdata,#analytics [204] #analytics,#datascience [194] #datascience,#ai [145] #ai,#machinelearning [118] #iot,#iiot [88] #machinelearning,#iot [74] #iiot,#pytorch [49] #pytorch,#python [28] #python,#rstats [27] machine,learning Top Word Pairs in Tweet in G7:
[43] data,science [42] exciting,news [42] news,want [42] want,work [42] work,directly [42] directly,doing [42] doing,data [42] science,heliocampus [42] heliocampus,hiring [42] hiring,experienced Top Word Pairs in Tweet in G8:
[152] #bigdata,#analytics [128] #analytics,#datascience [124] #datascience,#ai [106] #ai,#machinelearning [85] #iot,#iiot [61] #machinelearning,#iot [53] #iiot,#pytorch [40] #pytorch,#python [27] #datascience,#datascientist [27] #bigdata,#datascience Top Word Pairs in Tweet in G9:
[62] #bigdata,#analytics [56] #datascience,#ai [49] #analytics,#datascience [42] #ai,#machinelearning [35] #iot,#iiot [26] #machinelearning,#iot [22] developer,#datascientist [22] #datascientist,#stl [22] #stl,looking [22] looking,right Top Word Pairs in Tweet in G10:
[21] 7,steps [21] steps,ensure [21] ensure,sustain [21] sustain,data [21] data,quality [21] quality,jshen9889 [21] jshen9889,#data [21] #data,#datascience [21] #datascience,#datascientist [20] jose_garde,7 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: