The graph represents a network of 1,939 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, 28 November 2022 at 20:51 UTC.
The requested start date was Monday, 28 November 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 3-day, 14-hour, 40-minute period from Tuesday, 22 November 2022 at 12:30 UTC to Saturday, 26 November 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 : 1939
Unique Edges : 956
Edges With Duplicates : 14239
Total Edges : 15195
Number of Edge Types : 5
Retweet : 6587
MentionsInRetweet : 7185
Tweet : 1117
Mentions : 300
Replies to : 6
Self-Loops : 1287
Reciprocated Vertex Pair Ratio : 0.00435779816513761
Reciprocated Edge Ratio : 0.00867778031514044
Connected Components : 133
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 1696
Maximum Edges in a Connected Component : 14880
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.570389
Graph Density : 0.00116531507149696
Modularity : 0.19282
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,939 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, 28 November 2022 at 20:51 UTC.
The requested start date was Monday, 28 November 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 3-day, 14-hour, 40-minute period from Tuesday, 22 November 2022 at 12:30 UTC to Saturday, 26 November 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:
[4709] #bigdata,#analytics [3518] #analytics,#datascience [3087] #datascience,#ai [2781] #python,#rstats [2720] #ai,#machinelearning [2579] #machinelearning,#iot [1893] #iot,#iiot [1783] #pytorch,#python [1552] #iiot,#python [1486] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[2410] #bigdata,#analytics [1752] #analytics,#datascience [1580] #datascience,#ai [1407] #ai,#machinelearning [1350] #python,#rstats [1320] #machinelearning,#iot [920] #pytorch,#python [749] #rstats,#tensorflow [719] #iot,#iiot [682] #iiot,#python Top Word Pairs in Tweet in G2:
[895] #bigdata,#analytics [819] #analytics,#datascience [775] #iot,#iiot [685] #python,#rstats [646] #datascience,#ai [613] #ai,#machinelearning [608] #machinelearning,#iot [453] #iiot,#python [343] #pytorch,#python [333] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[535] #bigdata,#analytics [369] #python,#rstats [333] #analytics,#datascience [303] #datascience,#ai [286] #ai,#machinelearning [262] #machinelearning,#iot [238] #pytorch,#python [206] #rstats,#tensorflow [199] #analytics,#ai [192] #iiot,#python Top Word Pairs in Tweet in G4:
[541] #bigdata,#analytics [358] #analytics,#datascience [325] #datascience,#ai [208] #python,#rstats [195] #machinelearning,#iot [195] #ai,#machinelearning [164] #analytics,#ai [155] #iot,#iiot [143] #cybersecurity,#bigdata [133] #iiot,#python Top Word Pairs in Tweet in G5:
[110] #programming,#coding [109] #datascientist,#programming [106] learn,sql [99] online,courses [98] tut_ml,sql [97] free,online [95] #bigdata,#analytics [94] sql,free [79] #analytics,#datascience [66] #datascience,#ai Top Word Pairs in Tweet in G6:
[136] #bigdata,#analytics [119] #analytics,#datascience [106] #datascience,#ai [98] #ai,#machinelearning [96] #machinelearning,#iot [78] course,#machinelearning [77] #datascience,#datascientist [64] libraries,frameworks [61] #python,#rstats [59] #iot,#pytorch Top Word Pairs in Tweet in G7:
[14] data,science [12] data,scientist [12] #datascience,#datascientist [10] #bigdata,#analytics [9] #programming,#coding [8] #dataanalytics,#datascientist [7] #javascript,#reactjs [7] #ai,#machinelearning [7] #datascience,#dataanalytics [6] #datascience,#ai Top Word Pairs in Tweet in G8:
[41] #blockchain,#digitaltransformation [27] #cybersecurity,#python [27] #digitaltransformation,#cybersecurity [23] #python,#cloud [20] #bigdata,#5g [19] #cloud,#javascript [17] #datascientist,#jobs [16] #womeninstem,#fintech [16] #reddit,#womeninstem [15] #machinelearning,#reddit Top Word Pairs in Tweet in G9:
[55] #draft,#digital [55] #share,valuable [55] #personal,#dataprotectionbill [55] provide,#processing [55] 2022,provide [55] #feedback,#draft [55] #dataprotectionbill,2022 [55] valuable,#feedback [55] #digital,#personal [54] skodineya,#share Top Word Pairs in Tweet in G10:
[85] #programming,#datascientist [83] #datascientist,#ai [80] #data,#datascience [78] #datascience,#programming [74] #ai,#robots [54] #machinelearning,#tensorflow [49] #robots,#machinelearning [43] #tensorflow,#coding [30] #coding,#100daysofcode [29] #ai,#machinelearning Top Replied-To in Entire Graph:
Top Replied-To in G8:
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: