The graph represents a network of 3,398 Twitter users whose tweets in the requested range contained "#analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 November 2019 at 21:15 UTC.
The requested start date was Wednesday, 06 November 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 1-day, 17-hour, 55-minute period from Monday, 04 November 2019 at 07:05 UTC to Wednesday, 06 November 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 : 3398
Unique Edges : 4444
Edges With Duplicates : 2725
Total Edges : 7169
Number of Edge Types : 3
Mentions : 5412
Replies to : 64
Tweet : 1693
Self-Loops : 1693
Reciprocated Vertex Pair Ratio : 0.0212258526114954
Reciprocated Edge Ratio : 0.0415693601120972
Connected Components : 805
Single-Vertex Connected Components : 432
Maximum Vertices in a Connected Component : 1799
Maximum Edges in a Connected Component : 5329
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.637371
Graph Density : 0.000370960562612546
Modularity : 0.532639
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,398 Twitter users whose tweets in the requested range contained "#analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 November 2019 at 21:15 UTC.
The requested start date was Wednesday, 06 November 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 1-day, 17-hour, 55-minute period from Monday, 04 November 2019 at 07:05 UTC to Wednesday, 06 November 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #analytics
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1031] à,à [922] #bigdata,#analytics [534] #ai,#machinelearning [522] #analytics,#datascience [520] #datascience,#ai [263] #data,#analytics [253] #machinelearning,#iot [241] #iot,#iiot [226] #ai,#analytics [187] gt,gt Top Word Pairs in Tweet in G1:
[1031] à,à [109] à,ˆà [86] ˆà,à [76] #data,#analytics [60] à,µà [50] µà,à [41] ªà,à [40] â,ž [40] ž,#data [32] à,ªà Top Word Pairs in Tweet in G2:
[262] #bigdata,#analytics [121] #ai,#machinelearning [120] #analytics,#datascience [117] #datascience,#ai [117] #dataanalytics,#data [116] #data,#cloud [116] #cloud,#iot [103] #iot,#businessintelligence [85] #businessintelligence,#datalake [74] machine,learning Top Word Pairs in Tweet in G3:
[137] gt,gt [95] #bigdata,#analytics [48] companies,around [48] around,globe [48] globe,tapping [48] tapping,power [48] power,derived [48] derived,analytics [48] analytics,become [48] become,intelligent Top Word Pairs in Tweet in G4:
[51] â,â [45] #ai,#machinelearning [41] #bigdata,#analytics [23] dhinchcliffe,â [21] #analytics,#datascience [20] free,2900 [20] 2900,page [20] page,e [20] e,handbook [20] handbook,#pandas Top Word Pairs in Tweet in G5:
[373] #bigdata,#analytics [309] #datascience,#ai [292] #analytics,#datascience [276] #ai,#machinelearning [155] #machinelearning,#iot [154] #iot,#iiot [76] #iiot,#pytorch [61] #pytorch,#python [56] machine,learning [55] #python,#rstats Top Word Pairs in Tweet in G6:
[75] algorithm,predict [75] predict,startup [75] wef,#artificialintelligence [75] #artificialintelligence,#startups [72] #startups,#bigdata [69] startup,succesfull [69] succesfull,wef [40] marcusborba,algorithm [40] #bigdata,#analytiâ [33] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[22] #bigdata,#analytics [16] #ai,#ml [15] #ml,#dl [15] #analytics,#bigdata [13] #datascience,#ai [13] #machinelearning,#analytics [12] #ai,#machinelearning [11] cc,drjdrooghaag [11] artificial,intelligence [11] intelligence,next Top Word Pairs in Tweet in G8:
[15] #bigdata,#analytics [11] #datascience,#ai [9] #ai,#machinelearning [6] investing,#analytics [6] #analytics,talent [6] talent,top [6] top,business [6] business,priority [6] priority,kelly_sheehan2 [5] #analytics,cc Top Word Pairs in Tweet in G9:
[6] latest,update [4] great,report [4] report,451report [4] 451report,highlights [4] highlights,key [4] key,drivers [4] drivers,disrupting [4] disrupting,#security [4] #security,#analytics [4] #analytics,#siem Top Word Pairs in Tweet in G10:
[26] ryanglass4reals,#entreprenuer [24] â,follow [24] follow,â [20] #startup,#growthhacking [20] #growthhacking,#business [19] #business,#digitalmarketing [17] #digitalmarketing,#marketingstrategy [17] #marketingstrategy,#business [17] #business,#entrepreneur [17] #entrepreneur,#successtrain Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: