The graph represents a network of 1,433 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, 05 October 2020 at 16:46 UTC.
The requested start date was Monday, 05 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 3-day, 9-hour, 2-minute period from Thursday, 01 October 2020 at 07:22 UTC to Sunday, 04 October 2020 at 16:25 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 : 1433
Unique Edges : 1512
Edges With Duplicates : 15243
Total Edges : 16755
Number of Edge Types : 5
Retweet : 7065
MentionsInRetweet : 8798
Tweet : 493
Mentions : 373
Replies to : 26
Self-Loops : 688
Reciprocated Vertex Pair Ratio : 0.00680100755667506
Reciprocated Edge Ratio : 0.0135101325994496
Connected Components : 86
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1267
Maximum Edges in a Connected Component : 16547
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.090383
Graph Density : 0.00194780259408125
Modularity : 0.148199
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,433 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, 05 October 2020 at 16:46 UTC.
The requested start date was Monday, 05 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 3-day, 9-hour, 2-minute period from Thursday, 01 October 2020 at 07:22 UTC to Sunday, 04 October 2020 at 16:25 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:
[4033] #bigdata,#analytics [3432] #analytics,#datascience [3395] #iot,#iiot [2604] #datascience,#ai [2415] #ai,#machinelearning [2324] #machinelearning,#iot [2179] #python,#rstats [1505] #iiot,#python [1448] #ai,#iot [1161] #bigdata,#ai Top Word Pairs in Tweet in G1:
[924] #bigdata,#analytics [871] #analytics,#datascience [854] #iot,#iiot [585] #datascience,#ai [537] #ai,#machinelearning [507] #machinelearning,#iot [444] #python,#rstats [329] #iiot,#python [311] #iiot,#pytorch [290] #pytorch,#python Top Word Pairs in Tweet in G2:
[1578] #bigdata,#analytics [1367] #analytics,#datascience [1297] #iot,#iiot [1086] #datascience,#ai [950] #ai,#machinelearning [887] #machinelearning,#iot [753] #python,#rstats [582] #iiot,#python [453] #ai,#iot [376] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[948] #bigdata,#analytics [819] #analytics,#datascience [796] #iot,#iiot [742] #ai,#iot [716] #bigdata,#ai [637] #datascience,#ai [574] #ai,#machinelearning [544] #machinelearning,#iot [529] #python,#rstats [460] #iot,#tech Top Word Pairs in Tweet in G4:
[163] #bigdata,#analytics [122] #iot,#iiot [113] #analytics,#datascience [104] #machinelearning,#iot [98] #python,#rstats [94] #datascience,#ai [93] #ai,#machinelearning [64] gt,gt [60] #iiot,#python [60] #ai,#iot Top Word Pairs in Tweet in G5:
[141] #ai,#machinelearning [127] #bigdata,#analytics [110] #iot,#iiot [108] #analytics,#datascience [82] #datascience,#ai [82] #machinelearning,#iot [60] #python,#rstats [57] #iiot,#python [52] data,science [52] #machinelearning,#datascience Top Word Pairs in Tweet in G6:
[150] #python,#rstats [97] #java,#javascript [93] #bigdata,#analytics [92] #rstats,#java [84] #javascript,#aws [82] #100daysofcode,#reactjs [79] #iot,#iiot [77] #aws,#100daysofcode [68] #machinelearning,#iot [64] #reactjs,#coding Top Word Pairs in Tweet in G7:
[184] #bigdata,#analytics [131] #python,#rstats [127] #iot,#iiot [124] #machinelearning,#iot [89] #analytics,#datascience [87] #coding,#bigdata [86] #analytics,#datascientist [86] #datascientist,#machinelearning [84] #iiot,#python [80] #programming,#coding Top Word Pairs in Tweet in G8:
[15] data,scientist [10] data,science [4] #datascience,#datascientist [4] learn,probability [4] probability,statistics [4] statistics,data [3] #datascientist,#datascience [3] #dataanalytics,#datascientist [2] scientist,check [2] #data,#datascience Top Word Pairs in Tweet in G9:
[5] nasa's,space [5] space,launch [5] launch,system [5] system,rocket [5] rocket,booster [5] booster,test [5] test,#datascientist [5] #datascientist,#rocket [5] #rocket,#nasa [5] #nasa,#innovation Top Word Pairs in Tweet in G10:
[10] #dataanalytics,#ai [10] #ai,#machinelearning [8] concepts,#datascientist [8] #datascientist,know [8] know,#dataanalytics [7] birdanalytics,concepts [7] #machinelearning,#businessinte [2] #machinelearning,#businessintelligence [2] #businessintelligence,#bigdata [2] #bigdata,#bigdataanalytics Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: