The graph represents a network of 6,082 Twitter users whose recent tweets contained "business analytics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 02 December 2020 at 23:05 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 35-minute period from Monday, 23 November 2020 at 18:35 UTC to Wednesday, 02 December 2020 at 22:11 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 : 6082
Unique Edges : 10121
Edges With Duplicates : 4436
Total Edges : 14557
Number of Edge Types : 5
Retweet : 4175
Tweet : 3322
MentionsInRetweet : 4773
Mentions : 2002
Replies to : 285
Self-Loops : 3413
Reciprocated Vertex Pair Ratio : 0.0222665337321369
Reciprocated Edge Ratio : 0.0435630689206762
Connected Components : 2130
Single-Vertex Connected Components : 1540
Maximum Vertices in a Connected Component : 2370
Maximum Edges in a Connected Component : 10263
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.618439
Graph Density : 0.000249508971859184
Modularity : 0.561808
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,082 Twitter users whose recent tweets contained "business analytics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 02 December 2020 at 23:05 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 35-minute period from Monday, 23 November 2020 at 18:35 UTC to Wednesday, 02 December 2020 at 22:11 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 : TwitterSearch
Graph Term : business 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:
[1080] data,analytics [866] business,analytics [713] #bigdata,#analytics [687] #analytics,#datascience [665] #iot,#iiot [484] #python,#rstats [474] #datascience,#ai [439] #rstats,#tensorflow [432] business,intelligence [414] #tensorflow,#java Top Word Pairs in Tweet in G1:
[319] data,analytics [227] business,analytics [164] local,business [164] message,map [164] map,query [163] expands,local [163] business,message [162] google,expands [161] query,analytics [116] future,business Top Word Pairs in Tweet in G2:
[650] #analytics,#datascience [644] #bigdata,#analytics [639] #iot,#iiot [466] #python,#rstats [451] #datascience,#ai [423] #rstats,#tensorflow [399] #tensorflow,#java [395] #javascript,#reactjs [379] #java,#javascript [376] #datascientist,#linux Top Word Pairs in Tweet in G3:
[49] data,analytics [46] learn,more [39] 2020,mckinsey [33] artificial,intelligence [33] state,ai [31] ai,responsible [31] responsible,5 [31] 5,ebit [31] ebit,companies [31] companies,2019 Top Word Pairs in Tweet in G4:
[136] state,#ai [136] #ai,2020 [129] mckinsey,state [129] 2020,mckinsey_mgi [122] #machinelearning,#deeplearning [115] mckinsey_mgi,spirosmargaris [115] spirosmargaris,xbond49 [115] xbond49,jblefevre60 [115] jblefevre60,nigewillson [115] nigewillson,paula_piccard Top Word Pairs in Tweet in G5:
[77] data,analytics [58] digital,event [52] future,business [43] event,explore [42] explore,data [39] impact,future [38] analytics,impact [29] business,intelligence [26] analytics,cloud [26] business,#microsoft Top Word Pairs in Tweet in G6:
[133] sport,business [133] business,much [133] much,common [133] common,playing [133] playing,win [133] win,team [133] team,work [133] work,strategy [133] strategy,skill [133] skill,development Top Word Pairs in Tweet in G7:
[48] business,analytics [42] data,vault [33] make,hard [33] hard,soft [33] soft,business [33] business,case [33] case,#business [33] #business,#intelligence [33] #intelligence,#analytics [33] #analytics,infrastructure Top Word Pairs in Tweet in G8:
[75] grow,business [75] landing,pages [75] pages,webinars [75] webinars,autoresponders [75] autoresponders,automation [75] automation,more [75] more,one [75] one,solution [75] solution,email [75] email,analytics Top Word Pairs in Tweet in G9:
[82] according,adobe [82] adobe,analytics [45] thanksgiving,day [45] day,spending [45] 5,1 [45] 1,billion [45] billion,hitting [45] hitting,new [45] new,record [45] record,according Top Word Pairs in Tweet in G10:
[6] motorious_media,nycedc [6] nycedc,cushwakeretail [6] cushwakeretail,barneysny [6] barneysny,vwgroup [6] vwgroup,pmdtv [6] pmdtv,perchexperience [6] perchexperience,huntadkins [6] huntadkins,voguemagazine [6] voguemagazine,kkr_co [6] kkr_co,alleynyc Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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: