The graph represents a network of 1,188 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 Tuesday, 17 November 2020 at 18:06 UTC.
The requested start date was Monday, 16 November 2020 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, 13-hour, 38-minute period from Wednesday, 11 November 2020 at 12:13 UTC to Saturday, 14 November 2020 at 01:51 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 : 1188
Unique Edges : 1160
Edges With Duplicates : 14792
Total Edges : 15952
Number of Edge Types : 5
Retweet : 6847
MentionsInRetweet : 7981
Mentions : 431
Tweet : 663
Replies to : 30
Self-Loops : 844
Reciprocated Vertex Pair Ratio : 0.0163470606727444
Reciprocated Edge Ratio : 0.0321682647695639
Connected Components : 107
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 953
Maximum Edges in a Connected Component : 15596
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.113968
Graph Density : 0.00229265414606611
Modularity : 0.130905
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,188 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 Tuesday, 17 November 2020 at 18:06 UTC.
The requested start date was Monday, 16 November 2020 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, 13-hour, 38-minute period from Wednesday, 11 November 2020 at 12:13 UTC to Saturday, 14 November 2020 at 01:51 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:
[4441] #bigdata,#analytics [4123] #analytics,#datascience [3163] #datascience,#ai [3058] #iot,#iiot [2177] #ai,#machinelearning [2031] #python,#rstats [1759] #machinelearning,#iot [1726] #iiot,#python [1439] #ai,#iot [982] #machinelearning,#bigdata Top Word Pairs in Tweet in G1:
[637] #bigdata,#analytics [630] #analytics,#datascience [603] #iot,#iiot [485] #datascience,#ai [388] #ai,#machinelearning [348] #machinelearning,#iot [335] #python,#rstats [331] #iiot,#python [175] #iiot,#pytorch [175] #pytorch,#python Top Word Pairs in Tweet in G2:
[636] #bigdata,#analytics [559] #analytics,#datascience [478] #datascience,#ai [464] #ai,#iot [397] #iot,#iiot [381] #machinelearning,#bigdata [319] #python,#rstats [284] #iiot,#python [282] #bigdata,#ai [233] 100,#udemycoupon Top Word Pairs in Tweet in G3:
[2471] #bigdata,#analytics [2288] #analytics,#datascience [1747] #datascience,#ai [1587] #iot,#iiot [1228] #ai,#machinelearning [1047] #python,#rstats [988] #machinelearning,#iot [842] #iiot,#python [743] #ai,#iot [509] #machinelearning,#bigdata Top Word Pairs in Tweet in G4:
[529] #bigdata,#analytics [501] #analytics,#datascience [376] #iot,#iiot [372] #datascience,#ai [262] #ai,#machinelearning [262] #python,#rstats [214] #iiot,#python [213] #machinelearning,#iot [115] #rstats,#tensorflow [111] #datascience,#iot Top Word Pairs in Tweet in G5:
[109] #bigdata,#analytics [106] #analytics,#datascience [68] #iot,#iiot [52] #datascience,#iot [52] data,science [51] #python,#rstats [48] #datascience,#ai [37] #iiot,#python [29] #ai,#machinelearning [25] #100daysofcode,day Top Word Pairs in Tweet in G6:
[15] data,scientist [6] #datascience,#datascientist [5] ricercamy,azienda [5] azienda,informatica [5] informatica,grande [5] grande,espansione [5] espansione,occupa [5] occupa,consulenza [5] consulenza,sviluppo [5] sviluppo,tecnologie Top Word Pairs in Tweet in G7:
[24] #bigdata,#analytics [22] #ai,#machinelearning [14] #analytics,#datascience [13] #artificialintelligence,#ai [13] #machinelearning,#ml [13] #datascience,#ai [12] artificial,intelligence [12] intelligence,ai [11] #datascience,#bigdata [10] #ml,#datascience Top Word Pairs in Tweet in G8:
[17] #bigdata,#analytics [13] #analytics,#datascience [10] #marketing,#digitalmarketing [10] artificial,intelligence [10] #ai,#machinelearning [10] #iot,#iiot [9] small,nuances [9] nuances,differentiate [9] differentiate,good [9] good,exceptional Top Word Pairs in Tweet in G9:
[3] take,look [3] look,top [3] top,#twitter [3] #twitter,accounts [3] accounts,#artificialintelligence [3] #artificialintelligence,one [3] one,follow [3] follow,#fintech [3] #fintech,#ai [2] spirosmargaris,take Top Word Pairs in Tweet in G10:
[3] senior,#datascientist Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
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: