The graph represents a network of 2,407 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 Monday, 05 December 2022 at 20:51 UTC.
The requested start date was Monday, 05 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 7-hour, 53-minute period from Thursday, 01 December 2022 at 17:05 UTC to Monday, 05 December 2022 at 00:59 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 : 2407
Unique Edges : 1090
Edges With Duplicates : 14245
Total Edges : 15335
Number of Edge Types : 5
Retweet : 6299
MentionsInRetweet : 6920
Tweet : 1242
Replies to : 19
Mentions : 855
Self-Loops : 1728
Reciprocated Vertex Pair Ratio : 0.00874125874125874
Reciprocated Edge Ratio : 0.0173310225303293
Connected Components : 149
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 2179
Maximum Edges in a Connected Component : 15008
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.640156
Graph Density : 0.000797065638079017
Modularity : 0.219119
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,407 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 Monday, 05 December 2022 at 20:51 UTC.
The requested start date was Monday, 05 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 7-hour, 53-minute period from Thursday, 01 December 2022 at 17:05 UTC to Monday, 05 December 2022 at 00:59 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : datascientist
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:
[3887] #bigdata,#analytics [2973] #analytics,#datascience [2316] #python,#rstats [1960] #datascience,#ai [1863] #ai,#machinelearning [1761] #iot,#iiot [1735] #machinelearning,#iot [1562] #iiot,#python [1434] #pytorch,#python [1377] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[1480] #bigdata,#analytics [960] #python,#rstats [937] #analytics,#datascience [645] #datascience,#ai [602] #ai,#machinelearning [537] #pytorch,#python [525] #machinelearning,#iot [491] #rstats,#tensorflow [487] #iiot,#python [452] #iot,#iiot Top Word Pairs in Tweet in G2:
[1293] #bigdata,#analytics [1014] #analytics,#datascience [670] #iiot,#python [598] #python,#rstats [577] #datascience,#ai [559] #ai,#machinelearning [538] #machinelearning,#iot [477] #iot,#iiot [404] #rstats,#tensorflow [364] #pytorch,#python Top Word Pairs in Tweet in G3:
[265] #datascience,#dataviz [262] #dataviz,#stats [207] rosanaferrero,quieres [190] quieres,analizar [190] analizar,cómo [190] esquema,#datascience [190] mano,esquema [190] comunicar,tus [190] ten,mano [190] cómo,gustaría Top Word Pairs in Tweet in G4:
[699] #bigdata,#analytics [688] #analytics,#datascience [653] #iot,#iiot [559] #python,#rstats [488] #datascience,#ai [486] #ai,#machinelearning [481] #machinelearning,#iot [379] #pytorch,#python [376] #iiot,#pytorch [346] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[94] chapter,start [94] analysis,open [94] open,chapter [94] organized,statistical [94] start,reading [94] writer,organized [94] statistical,analysis [93] reading,downlo [93] parajulisaroj16,writer [64] journey,begins Top Word Pairs in Tweet in G6:
[27] #datascience,#datascientist [18] #bigdata,#analytics [18] #programming,#coding [16] data,science [16] #analytics,#datascience [16] #javascript,#reactjs [16] #coding,#100daysofcode [15] #serverless,#datascientist [15] #ai,#machinelearning [14] data,scientist Top Word Pairs in Tweet in G7:
[104] #datascientist,#programming [104] #programming,#coding [97] courses,#datascientist [95] online,courses [89] data,science [89] learn,sql [89] tut_ml,learn [85] sql,data [84] science,online [82] #coding,#100daysofco Top Word Pairs in Tweet in G8:
[80] #bigdata,#analytics [42] #analytics,#datascience [40] #iiot,#python [39] #datascience,#ai [39] #ai,#machinelearning [38] #ai,#iiot [38] #python,#rstats [38] #cybersecurity,#bigdata [38] #machinelearning,#datascience [38] #analytics,#ai Top Word Pairs in Tweet in G9:
[72] #machinelearning,#datascience [68] #datascience,#datascientist [67] course,#machinelearning [55] #datascientist,#datascientist [44] #ad,#elearning [44] #elearning,#learning [44] #course,#courses [44] #datascientist,#dataanalytics [44] #learning,#course [40] #dataanalyst,#ad Top Word Pairs in Tweet in G10:
[43] #bigdata,#analytics [37] #analytics,#datascience [33] #datascience,#ai [30] #machinelearning,#bigdata [30] #iot,#iiot [29] #ai,#iot [21] #art,#aiart [21] #aiart,#machinelearning [20] #machinelearning,#deeplearning [19] #deeplearning,#mlsogood Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G9:
Top Tweeters in G10: