The graph represents a network of 2,986 Twitter users whose tweets in the requested range contained ""data science" OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 November 2020 at 00:48 UTC.
The requested start date was Friday, 20 November 2020 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 2-day, 21-hour, 32-minute period from Tuesday, 17 November 2020 at 03:28 UTC to Friday, 20 November 2020 at 01:01 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 : 2986
Unique Edges : 3066
Edges With Duplicates : 14461
Total Edges : 17527
Number of Edge Types : 5
Retweet : 6153
MentionsInRetweet : 7935
Tweet : 1515
Mentions : 1778
Replies to : 146
Self-Loops : 1639
Reciprocated Vertex Pair Ratio : 0.0116995073891626
Reciprocated Edge Ratio : 0.0231284236153378
Connected Components : 303
Single-Vertex Connected Components : 127
Maximum Vertices in a Connected Component : 2282
Maximum Edges in a Connected Component : 16666
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.898213
Graph Density : 0.000737332565933036
Modularity : 0.292184
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,986 Twitter users whose tweets in the requested range contained "%22data science%22 OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 November 2020 at 00:48 UTC.
The requested start date was Friday, 20 November 2020 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 2-day, 21-hour, 32-minute period from Tuesday, 17 November 2020 at 03:28 UTC to Friday, 20 November 2020 at 01:01 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 : %22data science%22 OR #datascience
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:
[2125] data,science [1038] machine,learning [969] #bigdata,#analytics [850] #analytics,#datascience [740] #ai,#machinelearning [665] #datascience,#ai [643] #iot,#iiot [444] #ai,#iot [441] #python,#rstats [369] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[844] #bigdata,#analytics [727] #analytics,#datascience [726] machine,learning [651] data,science [603] #ai,#machinelearning [573] #iot,#iiot [537] #datascience,#ai [403] #python,#rstats [399] #ai,#iot [339] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[846] data,science [172] machine,learning [78] #data,#science [71] science,machine [58] highlights,#data [47] learning,data [46] #science,#datascience [39] add,highlights [24] #datascience,#machinelearning [23] bylilyv,#featured Top Word Pairs in Tweet in G3:
[112] #ai,#machinelearning [92] #bigdata,#analytics [83] #analytics,#datascience [78] #datascience,#ai [70] data,science [69] #bigdata,#datascience [69] machine,learning [56] #iot,#iiot [45] #machinelearning,#datascience [35] artificial,intelligence Top Word Pairs in Tweet in G4:
[116] data,science [68] read,more [39] machine,learning [37] more,#art [37] #art,#astronomy [36] #astronomy,#bigdata [35] #bigdata,#biology [31] #biology,#chemistry [31] #chemistry,#class [28] artificial,intelligence Top Word Pairs in Tweet in G5:
[55] data,science [13] #datascience,#ai [6] #analytics,#datascience [6] #dps2020,miss [6] miss,leverage [6] leverage,black [6] black,friday [6] friday,offer [6] offer,book [6] book,seat Top Word Pairs in Tweet in G6:
[95] #theopenenchilada,#envivo [62] gnuowned,imcsk8 [58] imcsk8,ccossio [55] ccossio,#wulfrano [54] #wulfrano,#mauro [54] #mauro,#postgresql [54] #postgresql,#datascience [41] sr_kraken,#theopenenchilada [40] data,science [40] roberto,gnuowned Top Word Pairs in Tweet in G7:
[36] data,science [9] hard,explain [9] explain,non [9] non,data [9] data,scientists [9] scientists,hilariously [9] hilariously,informal [9] informal,data [9] science,ok [9] ok,kinda Top Word Pairs in Tweet in G8:
[10] data,science [5] ronald_vanloon,generative [5] generative,dog [5] dog,images [5] images,kaggle [5] kaggle,read [5] read,more [5] more,#bigdata [5] #bigdata,#machinelearning [5] #machinelearning,#artificialintelligence Top Word Pairs in Tweet in G9:
[6] nvidia,dgx [5] data,science [5] dgx,a100 [3] introducing,nvidia [3] dgx,station [3] station,a100 [3] a100,workgroup [3] workgroup,appliance [3] appliance,age [3] age,#ai Top Word Pairs in Tweet in G10:
[21] data,science [19] excel,best [19] best,data [19] science,tool [19] tool,available [19] available,period [18] kareem_carr,excel [2] ml,job 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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