The graph represents a network of 984 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, 06 December 2021 at 19:58 UTC.
The requested start date was Monday, 06 December 2021 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, 7-hour, 9-minute period from Friday, 03 December 2021 at 17:36 UTC to Monday, 06 December 2021 at 00:45 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 : 984
Unique Edges : 753
Edges With Duplicates : 15211
Total Edges : 15964
Number of Edge Types : 5
Retweet : 7052
MentionsInRetweet : 7961
Tweet : 600
Mentions : 346
Replies to : 5
Self-Loops : 700
Reciprocated Vertex Pair Ratio : 0.00703794369645043
Reciprocated Edge Ratio : 0.0139775144333029
Connected Components : 50
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 890
Maximum Edges in a Connected Component : 15829
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.385262
Graph Density : 0.00340235218221969
Modularity : 0.131773
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 984 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, 06 December 2021 at 19:58 UTC.
The requested start date was Monday, 06 December 2021 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, 7-hour, 9-minute period from Friday, 03 December 2021 at 17:36 UTC to Monday, 06 December 2021 at 00:45 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:
[4543] #bigdata,#analytics [3120] #iot,#iiot [2370] #analytics,#datascience [2138] #machinelearning,#bigdata [1958] #pytorch,#python [1853] #datascience,#ai [1638] #analytics,#ai [1414] #iiot,#pytorch [1407] #datascience,#iot [1285] #python,#rstats Top Word Pairs in Tweet in G1:
[3219] #bigdata,#analytics [2169] #iot,#iiot [1668] #machinelearning,#bigdata [1597] #analytics,#datascience [1435] #pytorch,#python [1248] #datascience,#ai [1214] #analytics,#ai [1029] #datascience,#iot [938] #iiot,#pytorch [885] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[667] #bigdata,#analytics [547] #iot,#iiot [384] #analytics,#datascience [327] #python,#rstats [303] #iiot,#pytorch [301] #datascience,#ai [296] #pytorch,#python [262] #analytics,#ai [248] #datascience,#iot [239] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[182] #bigdata,#analytics [132] #iot,#iiot [106] #analytics,#datascience [82] #datascience,#ai [80] #pytorch,#python [79] #frenchtech,#women [78] #women,#datascientist [78] #fashiontech,#ehealth [77] #ehealth,#datascience [76] #datascientist,#fashiontech Top Word Pairs in Tweet in G4:
[235] #bigdata,#analytics [158] #iot,#iiot [135] #analytics,#datascience [104] #pytorch,#python [102] #datascience,#ai [94] #machinelearning,#algorithms [91] popular,#machinelearning [91] #algorithms,explained [88] #iiot,#pytorch [78] #analytics,#ai Top Word Pairs in Tweet in G5:
[244] #machinelearning,#bigdata [169] #bigdata,#analytics [106] #analytics,#datascience [105] #datascience,#ai [96] #ai,#iot [91] #iot,#iiot [89] #python,#rstats [88] #iiot,#python [88] #rstats,#tensorflow [87] #tensorflow,#java Top Word Pairs in Tweet in G6:
[55] #books,#ebooks [47] machine,learning [42] #machinelearning,#datascience [41] #ebooks,#machinelearning [36] #datascience,#artificialintelligence [34] #artificialintelligence,#learning [33] #learning,#datascientist [33] #datascientist,#ad [27] data,science [23] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[5] data,scientist [3] senior,data [3] #datascientist,#analytics [3] consensus,line [3] line,move [3] move,2021 [3] 2021,12 [2] data,scientists [2] #datascience,#datascientist [2] #ai,#webtunix Top Word Pairs in Tweet in G8:
[36] #bigdata,#analytics [27] #pytorch,#python [24] #datascience,#machinelearning [23] #ai,#tech [23] #tech,#pytorch [20] alsalhan,infographic [19] #analytics,#ai [17] #analytics,#datascience [16] #machinelearning,#bigdata [15] infographic,15 Top Word Pairs in Tweet in G9:
[14] highcharts,learn [14] learn,create [14] create,compelling [14] compelling,interactive [14] interactive,chart [14] chart,combining [14] combining,box [14] box,plot [14] plot,jitter [14] jitter,musmekh Top Word Pairs in Tweet in G10:
[4] #ff,follow [4] follow,great [4] great,#datadriven [4] #datadriven,tweets [4] tweets,comments [4] comments,great [4] great,folks [4] folks,#datascientist [4] #datascientist,#data [4] #data,kirkdborne Top Replied-To in Entire Graph:
Top Replied-To in G3:
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: