The graph represents a network of 3,095 Twitter users whose tweets in the requested range contained "openstack", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 March 2019 at 19:34 UTC.
The requested start date was Thursday, 21 March 2019 at 19:30 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 22-day, 21-hour, 3-minute period from Tuesday, 26 February 2019 at 08:58 UTC to Thursday, 21 March 2019 at 06:01 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 : 3095
Unique Edges : 4606
Edges With Duplicates : 4356
Total Edges : 8962
Self-Loops : 1554
Reciprocated Vertex Pair Ratio : 0.0586927523343708
Reciprocated Edge Ratio : 0.110877782444351
Connected Components : 719
Single-Vertex Connected Components : 519
Maximum Vertices in a Connected Component : 1823
Maximum Edges in a Connected Component : 7434
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.213362
Graph Density : 0.000497288514013783
Modularity : 0.457932
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[309] happened,openstack [248] open,source [205] openstack,kubernetes [186] ã,ã [159] この記事,お勧めです [159] お勧めです,openstackに何が起こったのかとの話でステークホルダーの多いopenstack開発でそれぞれの利益の相違により開発が滞っている経緯が書いてあるのだけど [158] openstackに何が起こったのかとの話でステークホルダーの多いopenstack開発でそれぞれの利益の相違により開発が滞っている経緯が書いてあるのだけど,最後にこれが再発し得る物としてk8sを名指ししている [157] jingbay,この記事 [157] 最後にこれが再発し得る物としてk8sを名指ししている,hnではk8sの導 [149] open,infrastructure Top Word Pairs in Tweet in G1:
[81] happened,openstack [43] openstack,market [43] market,projected [43] projected,witness [43] witness,remarkable [43] remarkable,growth [43] growth,2025 [43] 2025,hexa [43] hexa,research [41] red,hat Top Word Pairs in Tweet in G2:
[143] open,source [92] assafmuller,openstack [59] openstack,foundation [46] open,infrastructure [41] openstack,kubernetes [40] source,mano [40] xahteiwi,assafmuller [37] use,cases [37] openstack,day [34] source,projects Top Word Pairs in Tweet in G3:
[158] この記事,お勧めです [158] お勧めです,openstackに何が起こったのかとの話でステークホルダーの多いopenstack開発でそれぞれの利益の相違により開発が滞っている経緯が書いてあるのだけど [158] openstackに何が起こったのかとの話でステークホルダーの多いopenstack開発でそれぞれの利益の相違により開発が滞っている経緯が書いてあるのだけど,最後にこれが再発し得る物としてk8sを名指ししている [157] jingbay,この記事 [157] 最後にこれが再発し得る物としてk8sを名指ししている,hnではk8sの導 [49] 始めからこういうシナリオだったんですよね,openstack [49] openstack,が本格化した [49] が本格化した,2012 [49] 2012,年ごろだったか [49] 年ごろだったか,某社がベトナムなどの博士課程の学生 Top Word Pairs in Tweet in G4:
[103] openstack,kubernetes [101] orchestration,sdn [100] kubesummit,cloudifysource [100] cloudifysource,cloud [100] cloud,orchestration [100] sdn,sddc [100] sddc,serverless [100] serverless,openstack [99] edge,networking [92] cloudify's,edge Top Word Pairs in Tweet in G5:
[122] happened,openstack [118] asked,happened [118] openstack,folks [118] folks,think [118] think,died [118] died,wrote [118] wrote,piece [118] piece,explain [118] explain,prime [118] prime,market Top Word Pairs in Tweet in G6:
[101] api,penetration [101] penetration,testing [101] testing,tools [101] tools,tips [101] tips,guides [101] guides,checklists [101] checklists,tutorials [101] tutorials,part [101] part,3 [100] alra3ees,api Top Word Pairs in Tweet in G7:
[36] spot,kelseyhightower [36] kelseyhightower,openstack [36] openstack,went [36] went,rails [36] rails,focused [36] focused,creating [36] creating,open [36] open,api [36] api,standards [35] swardley,spot Top Word Pairs in Tweet in G8:
[49] network,engineer [48] one,door [48] door,closes [48] closes,another [48] another,door [48] door,opens [48] opens,looking [48] looking,network [48] engineer,extensive [48] extensive,experience Top Word Pairs in Tweet in G9:
[74] ianljones98,cloudsecch [74] cloudsecch,laurenmaille [74] laurenmaille,chr_frei [71] chr_frei,musiccomposer1 [58] yibnm,ianljones98 [55] matthiasimhof,yibnm [50] billmew,matthiasimhof [49] musiccomposer1,cioonline [34] cioonline,enricomolinari [34] enricomolinari,awscloud Top Word Pairs in Tweet in G10:
[16] ceph,storage [12] rook_io,ceph [11] doing,anything [11] anything,openstack [11] openstack,lucky [11] lucky,day [11] day,bunch [11] bunch,very [11] very,very [11] very,solid 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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