The graph represents a network of 1,276 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, 25 May 2020 at 15:55 UTC.
The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 12-hour, 26-minute period from Saturday, 23 May 2020 at 11:21 UTC to Sunday, 24 May 2020 at 23:47 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 : 1276
Unique Edges : 848
Edges With Duplicates : 10226
Total Edges : 11074
Number of Edge Types : 5
Retweet : 4731
MentionsInRetweet : 5856
Replies to : 9
Tweet : 311
Mentions : 167
Self-Loops : 422
Reciprocated Vertex Pair Ratio : 0.00247349823321555
Reciprocated Edge Ratio : 0.00493479027141347
Connected Components : 56
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 1177
Maximum Edges in a Connected Component : 10948
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.314924
Graph Density : 0.00174380724076464
Modularity : 0.181088
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,276 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, 25 May 2020 at 15:55 UTC.
The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 12-hour, 26-minute period from Saturday, 23 May 2020 at 11:21 UTC to Sunday, 24 May 2020 at 23:47 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 G2:
[721] #bigdata,#analytics [568] #analytics,#datascience [543] #iot,#iiot [442] #datascience,#ai [440] #ai,#machinelearning [385] #machinelearning,#iot [250] #python,#rstats [248] #iiot,#python [187] #iiot,#pytorch [136] #pytorch,#python Top Word Pairs in Tweet in G3:
[1467] #python,#rstats [1287] #rstats,#java [1010] #java,#javascript [963] #javascript,#reactjs [891] #reactjs,#cloudcomputing [648] #cloudcomputing,#html [641] compiler,compiles [449] compiles,code [327] code,#python [268] coding_monkeys,compiler Top Word Pairs in Tweet in G4:
[182] #bigdata,#analytics [171] #analytics,#datascience [168] #datascience,#ai [168] #ai,#machinelearning [160] #iot,#iiot [158] #machinelearning,#iot [151] #python,#rstats [151] #iiot,#python [151] #iiot,#pytorch [150] #pytorch,#python Top Word Pairs in Tweet in G5:
[406] #bigdata,#analytics [376] #analytics,#datascience [327] #iot,#iiot [283] #python,#rstats [252] #iiot,#python [198] #rstats,#tensorflow [147] #datascience,#iot [110] #javascript,#reactjs [97] #tensorflow,#javascript [80] mathematics,#bigdata Top Word Pairs in Tweet in G6:
[131] #bigdata,#analytics [125] #ai,#machinelearning [123] #analytics,#datascience [111] #machinelearning,#iot [107] #datascience,#ai [102] #rstats,#tensorflow [101] #iot,#iiot [101] #python,#rstats [95] ravikikan,#bigdata [90] #analytics,#iot Top Word Pairs in Tweet in G7:
[188] #bigdata,#analytics [114] #analytics,#datascience [108] machine,learning [101] #iot,#iiot [90] #python,#rstats [87] #rstats,#tensorflow [84] #datascience,#ai [71] #ai,#machinelearning [68] #tensorflow,#java [42] #analytics,#ai Top Word Pairs in Tweet in G8:
[54] #datascience,#data [45] data,scientist [39] #data,#datascientist [36] #data,#machinelearning [35] #dataengineer,#datascientist [28] #datascientist,#datascientists [28] job,data [26] #datascience,#datascientist [21] #deeplearning,#datascientist [20] #automateddatawrangling,#dataautomation Top Word Pairs in Tweet in G9:
[3] reimagine,smart [3] smart,#datamanagement [2] #datamanagement,#pandemic [2] #pandemic,learn [2] learn,maintain [2] maintain,#compliance [2] #compliance,continuity [2] continuity,#covid [2] #covid,change [2] yuhelenyu,reimagine Top Word Pairs in Tweet in G10:
[11] #bigdata,#analytics [11] #analytics,#datascience [11] #iot,#iiot [11] #datascience,#cybersecurity [11] #cybersecurity,#iot [11] #webdev,#bigdata [11] explaining,client [11] client,use [11] use,program [10] program,#webdev Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: