The graph represents a network of 1,805 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 Sunday, 01 September 2019 at 10:07 UTC.
The requested start date was Sunday, 01 September 2019 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 5-day, 10-hour, 47-minute period from Sunday, 25 August 2019 at 15:18 UTC to Saturday, 31 August 2019 at 02:06 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 : 1805
Unique Edges : 2965
Edges With Duplicates : 3990
Total Edges : 6955
Number of Edge Types : 3
Mentions : 6224
Tweet : 712
Replies to : 19
Self-Loops : 712
Reciprocated Vertex Pair Ratio : 0.0172521957340025
Reciprocated Edge Ratio : 0.0339192106074622
Connected Components : 224
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 1254
Maximum Edges in a Connected Component : 6312
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.323341
Graph Density : 0.000995940077758874
Modularity : 0.35558
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3169] #bigdata,#analytics [2556] #analytics,#datascience [2298] #datascience,#ai [1770] #ai,#machinelearning [1589] #iot,#iiot [1403] #machinelearning,#iot [1044] #iiot,#pytorch [625] #pytorch,#python [524] data,science [504] machine,learning Top Word Pairs in Tweet in G1:
[911] #bigdata,#analytics [743] #analytics,#datascience [687] #datascience,#ai [536] #ai,#machinelearning [505] #iot,#iiot [455] #machinelearning,#iot [377] #iiot,#pytorch [285] #pytorch,#python [277] #python,#rstats [231] #javascript,#reactjs Top Word Pairs in Tweet in G2:
[187] #bigdata,#analytics [146] #analytics,#datascience [134] #datascience,#ai [92] #ai,#machinelearning [80] #iot,#iiot [76] #machinelearning,#iot [56] read,more [53] data,science [52] thinking,becoming [52] becoming,#datascientist Top Word Pairs in Tweet in G3:
[1851] #bigdata,#analytics [1494] #analytics,#datascience [1363] #datascience,#ai [1040] #ai,#machinelearning [902] #iot,#iiot [794] #machinelearning,#iot [562] #iiot,#pytorch [293] #pytorch,#python [284] #ai,#iot [250] machine,learning Top Word Pairs in Tweet in G4:
[98] data,science [47] #bigdata,#analytics [46] #datascience,#datascientist [34] #analytics,#datascience [31] data,scientist [30] #ai,#machinelearning [27] #datascience,#ai [26] #iot,#iiot [25] machine,learning [23] #machinelearning,#iot Top Word Pairs in Tweet in G5:
[34] data,scientist [19] #datascience,#datascientist [11] #datascientist,#datascience [8] data,science [5] data,scientists [5] link,bio [5] machine,learning [4] #data,#datascience [4] #datascience,#analytics [4] #ai,#datascientist Top Word Pairs in Tweet in G6:
[65] #bigdata,#analytics [47] #datascience,#datascientist [46] #analytics,#datascience [37] #datascience,#ai [30] #bigdata,#datascience [29] #ai,#machinelearning [28] #iot,#iiot [26] data,science [25] #machinelearning,#iot [22] #datascientist,#digital Top Word Pairs in Tweet in G8:
[32] #bigdata,#analytics [30] #analytics,#datascience [18] #iot,#iiot [16] #datascience,#ai [14] data,science [14] #ai,#machinelearning [11] #dataanalytics,#analysis [10] #machinelearning,#iot [9] #iiot,#pytorch [9] know,more Top Word Pairs in Tweet in G9:
[30] job,alert [30] alert,10 [30] 10,#datascientist [30] #datascientist,positions [30] positions,filled [30] filled,government [30] government,canada [30] canada,yes [30] yes,10 [30] 10,read Top Word Pairs in Tweet in G10:
[14] #tuesdaymotivation,wana [14] wana,become [14] become,#datascientist [14] #datascientist,join [14] join,womenwhocode [14] womenwhocode,free [14] free,#remote [14] #remote,mini [14] mini,data [14] data,science Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: