The graph represents a network of 1,238 Twitter users whose tweets in the requested range contained "datascientist", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 March 2022 at 20:02 UTC.
The requested start date was Monday, 07 March 2022 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, 8-hour, 26-minute period from Tuesday, 01 March 2022 at 18:43 UTC to Friday, 04 March 2022 at 03:10 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 : 1238
Unique Edges : 945
Edges With Duplicates : 15337
Total Edges : 16282
Number of Edge Types : 5
Retweet : 6724
MentionsInRetweet : 7503
Mentions : 1545
Tweet : 485
Replies to : 25
Self-Loops : 994
Reciprocated Vertex Pair Ratio : 0.0108983799705449
Reciprocated Edge Ratio : 0.0215617715617716
Connected Components : 94
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 1052
Maximum Edges in a Connected Component : 16032
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.545005
Graph Density : 0.00224107780693036
Modularity : 0.131446
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,238 Twitter users whose tweets in the requested range contained "datascientist", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 March 2022 at 20:02 UTC.
The requested start date was Monday, 07 March 2022 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, 8-hour, 26-minute period from Tuesday, 01 March 2022 at 18:43 UTC to Friday, 04 March 2022 at 03:10 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 : datascientist
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:
[3911] #bigdata,#analytics [3144] #analytics,#datascience [2646] #iot,#iiot [2540] #datascience,#ai [1916] #women,#ehealth [1900] #ces2023,#finserv [1896] #finserv,#fashiontech [1878] #ehealth,#ces2023 [1876] #datascientist,#cloud [1870] #cx,#women Top Word Pairs in Tweet in G1:
[672] #bigdata,#analytics [630] #analytics,#datascience [560] #iot,#iiot [499] #datascience,#ai [417] #ai,#machinelearning [394] #python,#rstats [340] #machinelearning,#iot [277] #iiot,#python [251] #pytorch,#python [240] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[1194] #bigdata,#analytics [978] #analytics,#datascience [807] #iot,#iiot [775] #datascience,#ai [589] #women,#ehealth [585] #ces2023,#finserv [583] #datascientist,#cloud [583] #ehealth,#ces2023 [578] #finserv,#fashiontech [576] #cx,#women Top Word Pairs in Tweet in G3:
[1019] #bigdata,#analytics [804] #analytics,#datascience [668] #datascience,#ai [569] #iot,#iiot [447] #ai,#machinelearning [362] #pytorch,#python [357] #python,#rstats [322] #machinelearning,#iot [299] #iiot,#python [252] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[913] #bigdata,#analytics [651] #iot,#iiot [638] #analytics,#datascience [532] #datascience,#ai [339] #ai,#machinelearning [277] #python,#rstats [263] #pytorch,#python [244] #datascience,#iot [236] #python,#bigdata [235] #analytics,#ai Top Word Pairs in Tweet in G5:
[1158] #women,#ehealth [1154] #finserv,#fashiontech [1150] #ces2023,#finserv [1132] #ehealth,#ces2023 [1130] #datascientist,#cloud [1127] #cx,#women [1100] #mwc22,#cx [751] #cloud,#digital [750] #digital,#mwc22 [562] #fashiontech,#insurtech Top Word Pairs in Tweet in G6:
[13] learn,more [12] data,scientist [10] fatou,took [10] took,cyber [10] cyber,career [10] career,next [10] next,level [10] level,months [10] months,#lifeatbooz [10] #lifeatbooz,tech Top Word Pairs in Tweet in G7:
[15] value,right [15] right,#datascience [15] #datascience,team [15] team,ronald_vanloon [15] ronald_vanloon,read [15] read,more [15] more,#simplilearnpartner [14] ronald_vanloon,value [13] data,scientist [12] scientist,#machinelearning Top Word Pairs in Tweet in G8:
[14] ingliguori,cc [13] explore,application [13] application,#machinelearning [13] #machinelearning,great [13] great,#infograph [13] #infograph,ingliguori [13] cc,curieuxexplorer [13] curieuxexplorer,mrogati [12] #bigdata,#analytics [12] #analytics,#datascience Top Word Pairs in Tweet in G9:
[26] #bigdata,#analytics [20] #analytics,#datascience [18] #python,#rstats [18] #datascience,#ai [15] #rstats,#tensorflow [15] #iiot,#python [14] #datascientist,#bigdata [12] #machinelearning,#datascience [11] #cybersecurity,#bigdata [9] #tensorflow,#javascript Top Word Pairs in Tweet in G10:
[5] #datascience,2022 [5] 2022,download [5] download,free [5] free,copy [5] copy,#ebook [5] #ebook,cc [5] cc,kirkdborne [4] aitimejournal,#datascience [4] kirkdborne,vopan [2] honest,revelation Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
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: