The graph represents a network of 1,641 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, 09 May 2022 at 19:53 UTC.
The requested start date was Monday, 09 May 2022 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, 20-hour, 11-minute period from Friday, 06 May 2022 at 03:48 UTC to Monday, 09 May 2022 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 : 1641
Unique Edges : 2168
Edges With Duplicates : 14821
Total Edges : 16989
Number of Edge Types : 5
Retweet : 6714
MentionsInRetweet : 8825
Tweet : 694
Replies to : 14
Mentions : 742
Self-Loops : 899
Reciprocated Vertex Pair Ratio : 0.012521343198634
Reciprocated Edge Ratio : 0.0247329960652052
Connected Components : 108
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 1419
Maximum Edges in a Connected Component : 16677
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.459027
Graph Density : 0.00198310072680251
Modularity : 0.199643
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,641 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, 09 May 2022 at 19:53 UTC.
The requested start date was Monday, 09 May 2022 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, 20-hour, 11-minute period from Friday, 06 May 2022 at 03:48 UTC to Monday, 09 May 2022 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:
[2932] #bigdata,#analytics [2685] #analytics,#datascience [2449] #iot,#iiot [2213] #datascience,#ai [1946] #ai,#machinelearning [1798] #machinelearning,#iot [1730] #python,#rstats [1310] #iiot,#pytorch [1300] #pytorch,#python [718] #iiot,#python Top Word Pairs in Tweet in G1:
[1978] #bigdata,#analytics [1775] #analytics,#datascience [1619] #iot,#iiot [1488] #datascience,#ai [1283] #ai,#machinelearning [1195] #machinelearning,#iot [1085] #python,#rstats [852] #iiot,#pytorch [809] #pytorch,#python [480] #iiot,#python Top Word Pairs in Tweet in G2:
[462] #cx,#women [448] #healthtech,#datascientist [437] #women,#ehealth [425] #ehealth,#ces2023 [395] #digitalhealth,#startups [395] #startups,#cx [355] #ai,#digitalhealth [349] #datascientist,#iot [334] #iot,#ai [273] chidambara09,#healthtech Top Word Pairs in Tweet in G3:
[541] #bigdata,#analytics [526] #analytics,#datascience [493] #iot,#iiot [397] #datascience,#ai [380] #ai,#machinelearning [370] #machinelearning,#iot [365] #python,#rstats [285] #iiot,#pytorch [285] #pytorch,#python [156] #iiot,#python Top Word Pairs in Tweet in G4:
[83] #bigdata,#analytics [66] #analytics,#datascience [63] #datascience,#ai [62] #cx,#women [61] chidambara09,#healthtech [61] #women,#ehealth [60] #healthtech,#datascientist [60] #ehealth,#ces2023 [56] #digitalhealth,#startups [56] #startups,#cx Top Word Pairs in Tweet in G5:
[124] #saas,#datasecurity [118] #ai,#saas [118] #datasecurity,#datascientist [111] #datascientist,#5g [83] #python,#rstats [78] #5g,#dataanalytics [68] #rstats,#reactjs [68] #healthcare,#ai [63] #reactjs,#iot [62] #dataanalytics,#nlp Top Word Pairs in Tweet in G6:
[63] gt,gt [14] data,scientist [13] lt,lt [12] #datascience,#datascientist [9] data,science [6] #datascientist,#analytics [5] #datascientist,#datascience [4] #analytics,#datascience [4] link,bio [3] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[41] #analytics,#datascience [41] morgan,comprehensive [41] comprehensive,280 [41] 280,guide [41] guide,#machinelearning [41] #machinelearning,#python [41] #python,code [41] code,popular [41] popular,#ml [41] #ml,#algorithms Top Word Pairs in Tweet in G8:
[44] データサイエンティスト協会によるスキルチェックリスト,色々と実情に基づいて変更されていってるんですね [44] 色々と実情に基づいて変更されていってるんですね,2021年11月の変更で [44] 2021年11月の変更で,データサイエンス [44] データサイエンス,に因果推論が [44] に因果推論が,データエンジニアリング [44] データエンジニアリング,に [44] に,mlops [44] mlops,系が入ったり [44] 系が入ったり,ビジネス [44] ビジネス,のデータ Top Word Pairs in Tweet in G9:
[12] #analytics,#datascience [11] ingliguori,#bigdata [11] #bigdata,#analytics [10] types,#deeplearning [10] #deeplearning,networks [10] networks,ingliguori [10] ingliguori,heinzvhoenen [10] heinzvhoenen,dpatil [10] dpatil,jimmarous [10] jimmarous,davidwkenny Top Word Pairs in Tweet in G10:
[12] #datascience,#datascientist [9] panel,discussion [9] discussion,#pyconke2022 [9] #pyconke2022,day [9] day,#pyconke [9] #pyconke,#python [9] #python,#datascientist [8] data,science [8] data,scientist [8] vee_mj,panel 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:
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: