The graph represents a network of 2,802 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, 06 February 2021 at 00:52 UTC.
The requested start date was Friday, 05 February 2021 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, 1-hour, 30-minute period from Tuesday, 02 February 2021 at 03:53 UTC to Thursday, 04 February 2021 at 05:24 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 : 2802
Unique Edges : 2438
Edges With Duplicates : 15156
Total Edges : 17594
Number of Edge Types : 5
Retweet : 6770
MentionsInRetweet : 8429
Tweet : 1111
Mentions : 1190
Replies to : 94
Self-Loops : 1212
Reciprocated Vertex Pair Ratio : 0.00772449308014162
Reciprocated Edge Ratio : 0.015330565314596
Connected Components : 222
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 2007
Maximum Edges in a Connected Component : 16418
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.957875
Graph Density : 0.000797869426158344
Modularity : 0.27682
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,802 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, 06 February 2021 at 00:52 UTC.
The requested start date was Friday, 05 February 2021 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, 1-hour, 30-minute period from Tuesday, 02 February 2021 at 03:53 UTC to Thursday, 04 February 2021 at 05:24 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:
[1549] data,science [1167] ãƒ,ム[1055] #bigdata,#analytics [1045] machine,learning [927] #analytics,#datascience [919] #iot,#iiot [721] #datascience,#ai [579] #ai,#machinelearning [500] #machinelearning,#iot [455] åˆ,æž Top Word Pairs in Tweet in G1:
[107] data,science [74] #bigdata,#analytics [66] machine,learning [65] #analytics,#datascience [58] #iot,#iiot [58] #ai,#machinelearning [58] artificial,intelligence [52] #datascience,#ai [48] #datascience,#machinelearning [36] #bigdata,#datascience Top Word Pairs in Tweet in G2:
[702] #bigdata,#analytics [693] machine,learning [631] #iot,#iiot [606] #analytics,#datascience [486] #datascience,#ai [363] #ai,#machinelearning [355] data,science [343] #machinelearning,#iot [256] #bigdata,#ai [245] #python,#rstats Top Word Pairs in Tweet in G3:
[419] data,science [80] machine,learning [19] science,#datascience [19] #featured,#courses [19] #courses,machine [19] #analytics,#bigdata [18] #ai,#machinelearning [18] #machinelearning,#datascience [17] learning,data [17] bylilyv,#featured Top Word Pairs in Tweet in G4:
[1148] ãƒ,ム[450] ãƒ,åˆ [450] åˆ,æž [227] ÿè,µdata [227] µdata,scienceã [227] scienceã,リム[227] ãƒ,リム[224] ãƒ,トã [223] æš,3å [223] 3å,žå Top Word Pairs in Tweet in G5:
[115] data,science [49] machine,learning [49] #rstats,#datascience [29] #analytics,#datascience [29] #bigdata,#analytics [26] #datascience,#ai [24] #iot,#iiot [22] #datascience,#machinelearning [18] #ai,#machinelearning [17] #python,#datascience Top Word Pairs in Tweet in G6:
[232] #bigdata,#analytics [211] #analytics,#datascience [175] #iot,#iiot [139] #datascience,#ai [118] #ai,#machinelearning [113] #python,#rstats [112] #machinelearning,#iot [87] #iiot,#python [64] #iiot,#pytorch [63] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[80] data,science [75] science,curriculum [73] building,data [71] machine,learning [69] ok,building [69] curriculum,math [69] math,machine [69] learning,learn [69] learn,calculus [69] calculus,stats Top Word Pairs in Tweet in G8:
[97] webinar,data [97] data,science [97] science,covid [97] covid,world [97] world,career [97] career,skills [97] skills,register [97] register,co [94] npc_india_gov,webinar [92] #onlinelearning,#february2021 Top Word Pairs in Tweet in G9:
[37] data,science [9] mihira,astrovision [9] astrovision,#google [9] #google,#educba [9] #educba,#learnfromhome [9] #learnfromhome,#learningnewthings [9] #learningnewthings,#onlinelearning [9] #onlinelearning,#elearning [9] #elearning,#education [9] #education,#finance Top Word Pairs in Tweet in G10:
[59] data,science [48] came,awesome [48] awesome,github [48] github,repository [48] repository,100 [48] 100,free [48] free,resources [48] resources,learn [48] learn,data [48] science,co Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: