The graph represents a network of 1,243 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, 26 October 2020 at 17:04 UTC.
The requested start date was Monday, 26 October 2020 at 00:01 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, 20-hour, 15-minute period from Friday, 23 October 2020 at 03:38 UTC to Sunday, 25 October 2020 at 23:54 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 : 1243
Unique Edges : 924
Edges With Duplicates : 14922
Total Edges : 15846
Number of Edge Types : 5
Retweet : 6938
MentionsInRetweet : 7795
Tweet : 740
Mentions : 331
Replies to : 42
Self-Loops : 935
Reciprocated Vertex Pair Ratio : 0.00671140939597315
Reciprocated Edge Ratio : 0.0133333333333333
Connected Components : 84
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 1070
Maximum Edges in a Connected Component : 15620
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.194913
Graph Density : 0.00204041181340142
Modularity : 0.133927
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,243 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, 26 October 2020 at 17:04 UTC.
The requested start date was Monday, 26 October 2020 at 00:01 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, 20-hour, 15-minute period from Friday, 23 October 2020 at 03:38 UTC to Sunday, 25 October 2020 at 23:54 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:
[4403] #bigdata,#analytics [3827] #analytics,#datascience [3444] #iot,#iiot [3094] #datascience,#ai [2305] #python,#rstats [2218] #ai,#machinelearning [1847] #machinelearning,#iot [1591] #iiot,#python [1255] #ai,#iot [1076] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[1199] #bigdata,#analytics [1099] #analytics,#datascience [1065] #iot,#iiot [838] #datascience,#ai [731] #python,#rstats [605] #ai,#machinelearning [559] #iiot,#python [542] #machinelearning,#iot [340] #iiot,#pytorch [335] #pytorch,#python Top Word Pairs in Tweet in G2:
[2622] #bigdata,#analytics [2241] #analytics,#datascience [1940] #iot,#iiot [1844] #datascience,#ai [1297] #ai,#machinelearning [1207] #python,#rstats [1072] #machinelearning,#iot [850] #iiot,#python [630] #ai,#iot [588] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[361] #ai,#iot [344] #bigdata,#analytics [328] #bigdata,#ai [286] #analytics,#datascience [267] #iot,#iiot [263] #iot,#tech [249] #datascience,#ai [199] #tech,#data [183] #ai,#machinelearning [157] #python,#rstats Top Word Pairs in Tweet in G4:
[221] #bigdata,#iot [204] #machinelearning,#bigdata [189] #datascientist,#artificialintelligence [136] #bigdata,#analytics [131] #rstats,#javascript [125] #iot,#rstats [124] #python,#rstats [113] #analytics,#machinelearning [107] #analytics,#datascience [105] #artificialintelligence,#5g Top Word Pairs in Tweet in G5:
[15] data,scientist [6] link,bio [4] #data,#datascientist [4] ricercamy,azienda [4] azienda,informatica [4] informatica,grande [4] grande,espansione [4] espansione,occupa [4] occupa,consulenza [4] consulenza,sviluppo Top Word Pairs in Tweet in G6:
[44] #python,#rstats [40] #java,#javascript [39] #rstats,#java [39] #javascript,#aws [36] #aws,#100daysofcode [36] #100daysofcode,#reactjs [30] #reactjs,#coding [29] #coding,#cloudcomputing [28] #cloudcomputing,#html [16] #html,#serverless Top Word Pairs in Tweet in G7:
[70] machine,learning [45] #bigdata,#analytics [43] #analytics,#datascience [33] #iot,#iiot [20] #datascience,#ai [20] #python,#rstats [19] #datascience,#iot [17] #iiot,#python [16] #ai,#machinelearning [14] #machinelearning,#iot Top Word Pairs in Tweet in G8:
[6] senior,#datascientist [5] #datascientist,ny [4] ny,york [3] job,application [3] hophr_,lead [3] lead,#datascientist [3] hophr_,principal [3] principal,#datascientist [2] o'reilly,media [2] media,careers Top Word Pairs in Tweet in G9:
[6] optimize,cv [6] cv,#datascientist [6] #datascientist,career [6] career,#kdn [5] kdnuggets,optimize [2] #datascientist,role [2] looking,tricks [2] tricks,improve [2] improve,efficiency [2] efficiency,#datascientist Top Word Pairs in Tweet in G10:
[40] #bigdata,#analytics [36] #analytics,#datascience [28] #datascience,#ai [28] #iot,#iiot [25] #ai,#machinelearning [17] #python,#rstats [15] #machinelearning,#iot [14] #machinelearning,#bigdata [12] #iiot,#python [11] #ai,#iot Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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 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: