The graph represents a network of 996 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, 20 September 2021 at 19:00 UTC.
The requested start date was Monday, 20 September 2021 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, 4-hour, 38-minute period from Friday, 17 September 2021 at 19:22 UTC to Monday, 20 September 2021 at 00:00 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 : 996
Unique Edges : 574
Edges With Duplicates : 15272
Total Edges : 15846
Number of Edge Types : 5
Retweet : 7155
MentionsInRetweet : 7831
Mentions : 210
Tweet : 646
Replies to : 4
Self-Loops : 687
Reciprocated Vertex Pair Ratio : 0.00548741123305358
Reciprocated Edge Ratio : 0.0109149277688604
Connected Components : 21
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 963
Maximum Edges in a Connected Component : 15801
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.352812
Graph Density : 0.00314322617101572
Modularity : 0.127817
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 996 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, 20 September 2021 at 19:00 UTC.
The requested start date was Monday, 20 September 2021 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, 4-hour, 38-minute period from Friday, 17 September 2021 at 19:22 UTC to Monday, 20 September 2021 at 00:00 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:
[4274] #machinelearning,#bigdata [3235] #pytorch,#python [3227] #bigdata,#analytics [3048] #bigdata,#datascience [3037] #dataanalytics,#machinelearning [2586] #datascience,#pytorch [2440] #analytics,#datascience [2150] #python,#tensorflow [1809] #iot,#iiot [1796] #datascience,#ai Top Word Pairs in Tweet in G1:
[3459] #machinelearning,#bigdata [2418] #dataanalytics,#machinelearning [2402] #bigdata,#datascience [2388] #pytorch,#python [2189] #bigdata,#analytics [2028] #datascience,#pytorch [1632] #python,#tensorflow [1620] #analytics,#datascience [1273] #datascience,#ai [1269] #tensorflow,#javascript Top Word Pairs in Tweet in G2:
[331] #machinelearning,#bigdata [331] #pytorch,#python [327] #bigdata,#datascience [326] #dataanalytics,#machinelearning [323] #datascience,#pytorch [318] #python,#tensorflow [267] #tensorflow,#javascript [98] next,level [96] level,google [96] google,glass Top Word Pairs in Tweet in G3:
[419] #bigdata,#analytics [288] #analytics,#datascience [264] #machinelearning,#bigdata [254] #iot,#iiot [245] #pytorch,#python [209] #bigdata,#datascience [193] #dataanalytics,#machinelearning [154] #python,#rstats [148] #datascience,#pytorch [147] #datascience,#ai Top Word Pairs in Tweet in G4:
[244] #bigdata,#analytics [220] #analytics,#datascience [198] #iot,#iiot [145] #datascience,#ai [141] #python,#rstats [115] #pytorch,#python [99] #iiot,#pytorch [87] #ai,#machinelearning [86] #iiot,#python [80] #datascience,#iot Top Word Pairs in Tweet in G5:
[78] #bigdata,#analytics [69] #analytics,#datascience [56] #datascience,#ai [51] #ai,#machinelearning [50] #iot,#iiot [34] #pytorch,#python [25] #machinelearning,#bigdata [25] #machinelearning,#iot [25] #python,#rstats [21] #iiot,#python Top Word Pairs in Tweet in G6:
[133] #bigdata,#analytics [106] #analytics,#datascience [79] #datascience,#ai [74] #iot,#iiot [63] #machinelearning,#bigdata [61] #python,#rstats [51] #rstats,#tensorflow [48] #ai,#machinelearning [41] #tensorflow,#javascript [41] #javascript,#reactjs Top Word Pairs in Tweet in G7:
[6] #datascience,#data [6] #data,#dataanalytics [6] #dataanalytics,#analysis [6] #dataanalytics,#machinelearning [6] #machinelearning,#bigdata [6] #bigdata,#datascience [4] flying,cars [4] cars,going [4] going,need [4] need,flying Top Word Pairs in Tweet in G8:
[110] #bigdata,#analytics [88] #analytics,#datascience [66] #datascience,#ai [57] #pytorch,#python [54] #machinelearning,#bigdata [47] #python,#rstats [45] #ai,#machinelearning [45] #iot,#iiot [36] #javascript,#reactjs [31] #rstats,#tensorflow Top Word Pairs in Tweet in G9:
[4] data,science [3] #datascience,#datascientist [3] data,scientist [3] #machinelearning,#deeplearning [2] read,more [2] anyone,become [2] more,followers [2] followers,#medium [2] #medium,#writing [2] #writing,#followers Top Word Pairs in Tweet in G10:
[25] #bigdata,#analytics [25] #analytics,#datascience [23] #pytorch,#python [13] #javascript,#reactjs [13] #datascience,#ai [12] #iot,#iiot [12] #reactjs,#golang [11] #datascience,#c [11] #c,#javascript [11] #golang,usabizclub Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
Top Mentioned in G4:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: