The graph represents a network of 3,419 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 Friday, 08 November 2019 at 21:14 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 : 3419
Unique Edges : 4593
Edges With Duplicates : 2726
Total Edges : 7319
Number of Edge Types : 3
Mentions : 5570
Replies to : 68
Tweet : 1681
Self-Loops : 1681
Reciprocated Vertex Pair Ratio : 0.0204550678005056
Reciprocated Edge Ratio : 0.0400900900900901
Connected Components : 781
Single-Vertex Connected Components : 410
Maximum Vertices in a Connected Component : 1846
Maximum Edges in a Connected Component : 5492
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.643379
Graph Density : 0.000379937193985834
Modularity : 0.537528
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,419 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 Friday, 08 November 2019 at 21:14 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:
[926] #bigdata,#analytics [535] #ai,#machinelearning [522] #analytics,#datascience [520] #datascience,#ai [295] #machinelearning,#iot [268] #data,#analytics [242] #iot,#iiot [228] #ai,#analytics [187] gt,gt [165] #analytics,#ai Top Word Pairs in Tweet in G1:
[76] #data,#analytics [19] learn,more [17] #fbs,#forex [17] #forex,#analytics [16] #bigdata,#analytics [16] อ,านต [16] านต,อ [15] #ai,#analytics [14] register,now [14] big,data Top Word Pairs in Tweet in G2:
[266] #bigdata,#analytics [121] #ai,#machinelearning [120] #analytics,#datascience [117] #datascience,#ai [117] #dataanalytics,#data [116] #data,#cloud [116] #cloud,#iot [108] #iot,#businessintelligence [88] #businessintelligence,#datalake [74] machine,learning Top Word Pairs in Tweet in G3:
[137] gt,gt [97] #bigdata,#analytics [49] companies,around [49] around,globe [49] globe,tapping [49] tapping,power [49] power,derived [49] derived,analytics [49] analytics,become [49] become,intelligent Top Word Pairs in Tweet in G4:
[45] #ai,#machinelearning [41] #bigdata,#analytics [21] data,analysis [21] #analytics,#datascience [20] free,2900 [20] 2900,page [20] page,e [20] e,handbook [20] handbook,#pandas [20] #pandas,#python Top Word Pairs in Tweet in G5:
[373] #bigdata,#analytics [309] #datascience,#ai [292] #analytics,#datascience [277] #ai,#machinelearning [180] #machinelearning,#iot [154] #iot,#iiot [81] #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,#analyti [33] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[15] #bigdata,#analytics [11] #datascience,#ai [9] #ai,#machinelearning [8] data,#analytics [7] data,scientist [6] investing,#analytics [6] #analytics,talent [6] talent,top [6] top,business [6] business,priority Top Word Pairs in Tweet in G8:
[22] #bigdata,#analytics [16] #ai,#ml [16] cc,drjdrooghaag [15] #ml,#dl [15] #analytics,#bigdata [13] #datascience,#ai [13] #machinelearning,#analytics [12] #ai,#machinelearning [11] artificial,intelligence [11] intelligence,next Top Word Pairs in Tweet in G9:
[7] happen,joining [7] joining,gartner_inc [7] gartner_inc,symposium [7] symposium,#barcelona [7] #barcelona,forget [7] forget,come [7] come,along [7] along,hear [7] hear,#qlik's [6] dei,dati Top Word Pairs in Tweet in G10:
[26] ryanglass4reals,#entreprenuer [20] #startup,#growthhacking [20] #growthhacking,#business [19] #business,#digitalmarketing [17] #digitalmarketing,#marketingstrategy [17] #marketingstrategy,#business [17] #business,#entrepreneur [17] #entrepreneur,#successtrain [17] #successtrain,#makeyourownlane [17] #makeyourownlane,#marketer Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: