The graph represents a network of 1,117 Twitter users whose recent tweets contained "#AWSPSSummit", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 11 June 2019 at 20:22 UTC.
The tweets in the network were tweeted over the 9-day, 13-hour, 40-minute period from Sunday, 02 June 2019 at 06:25 UTC to Tuesday, 11 June 2019 at 20:05 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 : 1117
Unique Edges : 1647
Edges With Duplicates : 1946
Total Edges : 3593
Self-Loops : 632
Reciprocated Vertex Pair Ratio : 0.0434310532030402
Reciprocated Edge Ratio : 0.0832466181061394
Connected Components : 125
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 924
Maximum Edges in a Connected Component : 3345
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.528334
Graph Density : 0.00154182830995723
Modularity : 0.408394
NodeXL Version : 1.0.1.413
Top URLs in Tweet in Entire Graph:
[18] https://aws.amazon.com/summits/washington-dc/ [16] https://aws.amazon.com/blogs/publicsector/announcing-keynote-speakers-at-the-2019-aws-public-sector-summit-in-washington-dc/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Blog&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=wwps_blog_TWITTER&linkId=68657836 [16] https://carahevents.carahsoft.com/Event/Register/85621-socialmedia [14] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68212051 [14] https://aws.amazon.com/summits/washington-dc?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_BuildersFair&linkId=68211923 [13] https://aws.amazon.com/summits/washington-dc?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_BuildersFair&linkId=68211929 [13] https://aws.amazon.com/blogs/publicsector/your-guide-to-the-aws-public-sector-summit-in-washington-dc/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Blog&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=wwps_blog_TWITTER&linkId=68673168 [12] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=NonProfit&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68212050 [12] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68211962 [11] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68211960 Top URLs in Tweet in G1:
[3] https://aws.amazon.com/deepracer/ [2] https://www.telos.com/company/news/events/aws-public-sector-summit-2019/ [2] https://twitter.com/AWSonAir/status/1138503605219184640 [1] https://aws.amazon.com/summits/washington-dc/sponsors/?sc_channel=sm&sc_campaign=Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=wwps_media_sponsors_TWITTER&linkId=68811236 [1] http://www.earthdna.org/ [1] https://mythicalmysfits.com/ [1] https://aws.amazon.com/blogs/publicsector/building-a-website-that-brings-the-outdoors-indoors/ [1] https://www.boozallen.com/s/insight/blog/5-myths-of-cloud-migration-at-federal-agencies.html [1] https://www.govevents.com/AWS-PublicSector2019-SM/ [1] https://www.youtube.com/watch?v=rMweyrnbWFw&feature=youtu.be Top URLs in Tweet in G2:
[13] https://aws.amazon.com/summits/washington-dc?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_BuildersFair&linkId=68211929 [12] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68211962 [12] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=NonProfit&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68212050 [11] https://aws.amazon.com/summits/washington-dc?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=NonProfit&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_BuildersFair&linkId=68211906 [11] https://aws.amazon.com/summits/washington-dc?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_BuildersFair&linkId=68211923 [11] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68212051 [11] https://aws.amazon.com/blogs/publicsector/announcing-keynote-speakers-at-the-2019-aws-public-sector-summit-in-washington-dc/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Blog&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=wwps_blog_TWITTER&linkId=68657836 [10] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68211960 [5] https://aws.amazon.com/summits/canberra-public-sector/?sc_channel=sm&sc_campaign=AWSSummit_Canberra_2019,Public_Sector,Public_Sector_Summits&sc_publisher=TWITTER&sc_country=NonProfit&sc_geo=APAC&sc_outcome=event_registration&trkCampaign=ps-summit-canberra-2019&trk=ps-summit-canberra-2019_TWITTER&sc_content=ProxyVideo_Canberra&linkId=68312776 [5] https://awshackathonforgood.splashthat.com/ Top URLs in Tweet in G3:
[6] https://ecstech.com/ecs-to-be-gold-sponsor-of-2019-aws-public-sector-summit/ [5] https://twitter.com/awsonair/status/1138077145706749952 [5] https://aws.amazon.com/blogs/publicsector/your-guide-to-the-aws-public-sector-summit-in-washington-dc/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Blog&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=wwps_blog_TWITTER&linkId=68673168 [2] https://awsdc19.smarteventscloud.com/connect/sessionDetail.ww?SESSION_ID=317680 [2] https://awsdc19.smarteventscloud.com/connect/sessionDetail.ww?SESSION_ID=309070 [2] http://r.socialstudio.radian6.com/2b869cac-52d0-41c3-becf-87ce67044703 [2] https://ecstech.com/events/aws-public-sector-summit/ [2] https://aws.amazon.com/blogs/publicsector/announcing-keynote-speakers-at-the-2019-aws-public-sector-summit-in-washington-dc/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Blog&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=wwps_blog_TWITTER&linkId=68657836 [1] https://twitter.com/AWSonAir/status/1138477249764691969 [1] https://carah.io/CarahsoftAWSPS Top URLs in Tweet in G4:
[6] https://www.govevents.com/AWS-PublicSector2019-SM/ [6] https://www.govevents.com/AWS-EarthSpace-SM/ [5] https://awsdc19.smarteventscloud.com/connect/search.ww?refid=ep_card#loadSearch-searchPhrase=smartsheet%20&searchType=session&tc=0&sortBy=abbreviationSort&p= [5] https://aws.amazon.com/summits/washington-dc/?trk=meritalk [4] https://aws.amazon.com/blogs/publicsector/your-guide-to-the-aws-public-sector-summit-in-washington-dc/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Blog&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=wwps_blog_TWITTER&linkId=68673168 [3] https://aws.amazon.com/summits/washington-dc?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_BuildersFair&linkId=68211923 [3] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68212051 [3] https://aws.amazon.com/blogs/publicsector/announcing-keynote-speakers-at-the-2019-aws-public-sector-summit-in-washington-dc/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Blog&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=wwps_blog_TWITTER&linkId=68657836 [3] https://aws.amazon.com/summits/washington-dc/ [3] https://awsdc19.smarteventscloud.com/connect/search.ww#loadSearch-searchPhrase=laying%20the%20groundwork%20for%20change&searchType=session&tc=0&sortBy=abbreviationSort&sessionTypeID=13518&p= Top URLs in Tweet in G5:
[7] https://aws.amazon.com/summits/washington-dc/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Global&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=PS_Summit_2019_video_promo&linkId=68303123 [4] https://www.cgi.com/us/en-us/federal/events/AWSPublicSectorSummit [1] https://aws.amazon.com/summits/washington-dc/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Global&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=US_Military_Recruiting&linkId=68303131 [1] https://aws.amazon.com/summits/washington-dc/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Global&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=US_Military_Recruiting&linkId=67487052 [1] https://twitter.com/CGI_USFederal/status/1136987435081097216 [1] https://twitter.com/CGI_USFederal/status/1138441577653841920 [1] https://twitter.com/NashilaSomani/status/1138446934967033858 [1] https://twitter.com/kscostello_cgi/status/1138169412148748288 [1] https://www.novetta.com/2019/06/enriching_entities_data_lake/?utm_campaign=AWS%20Public%20Sector%20Summit&utm_content=93343915&utm_medium=social&utm_source=twitter&hss_channel=tw-546209034 [1] https://www.novetta.com/2019/06/sharpening_the_edge/?utm_campaign=AWS%20Public%20Sector%20Summit&utm_content=93627214&utm_medium=social&utm_source=twitter&hss_channel=tw-546209034 Top URLs in Tweet in G6:
[6] https://aws.amazon.com/summits/washington-dc/ [2] https://twitter.com/awscloud/status/1135542473147727878 [1] https://dy.si/1FYzA [1] https://dy.si/oNVa8 [1] https://twitter.com/AwsNonprofits/status/1136291653709443079 [1] https://twitter.com/AWS_Gov/status/1136262216842395649 [1] https://lnkd.in/eAjBVAa [1] http://r.socialstudio.radian6.com/4ab779aa-d183-4f14-804a-81d9bfd03d7e [1] https://dy.si/13iNU [1] https://lnkd.in/epZdma8 Top URLs in Tweet in G7:
[3] https://govdatadownload.netapp.com/2019/06/10/data-visionary-erin-ostrow-highlights-cloud-volumes-service-aws-cloud-revolution/?utm_source=GDD#.XP6Q3VVKiUk [3] https://awsdc19.smarteventscloud.com/connect/search.ww#loadSearch-searchPhrase=&searchType=session&tc=0&sortBy=abbreviationSort&sessionTypeID=18674&p= [3] https://acloud.guru/learn/aws-govcloud-beyond-buzzwords?utm_source=web&utm_medium=social&utm_content=awsgovcloud&utm_campaign=newcourse [3] https://lnkd.in/ep_6u9H [2] https://aws.amazon.com/summits/washington-dc/ [2] https://aws.amazon.com/summits/washington-dc/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Global&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=PS_Summit_2019_video_promo&linkId=68303123 [2] https://awshackathonforgood.splashthat.com/?sc_channel=sm&sc_campaign=AWSSummit_Washington+DC_2019,Public_Sector&sc_publisher=TWITTER&sc_country=Startups&sc_geo=NAMER&sc_outcome=event_registration&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=DC_Summit_Hackathon&linkId=68199577 [1] https://twitter.com/KroonenburgRyan/status/1138161696076419072 [1] https://awshackathonforgood.splashthat.com/ [1] https://acloud.guru/learn/aws-well-architected-framework Top URLs in Tweet in G8:
[15] https://carahevents.carahsoft.com/Event/Register/85621-socialmedia [3] https://carah.io/CarahsoftAWSPS [2] https://carah.io/aafee [1] http://r.socialstudio.radian6.com/442a6b71-96de-4b2b-aa87-e4c7663a6f41 [1] http://r.socialstudio.radian6.com/885f2a73-ca06-450a-85e0-c3a74544b7b8 [1] http://r.socialstudio.radian6.com/2d696543-f155-469f-b6d1-be785f8f1f73 [1] http://r.socialstudio.radian6.com/1aa37d6c-5269-4936-9adc-44e9392cab73 [1] https://federalnewsnetwork.com/innovation-in-government/2019/05/improving-the-user-experience-can-be-a-big-easy-step-toward-it-modernization/ [1] https://twitter.com/loveannapatrick/status/1138452975414861824 [1] https://twitter.com/carahsoft/status/1138523930673725441 Top URLs in Tweet in G9:
[5] https://www.eventbrite.com/e/security-automation-social-tickets-61133047591?aff=cis [2] https://www.element84.com/dr/ [2] https://www.csoonline.com/article/3401540/minimize-cloud-risk-at-aws-public-sector-summit-2019-with-amazon-and-cis.html [2] http://www.saic.com/features/app-modernization-upgrade-and-slash-costs [1] https://www.cisecurity.org/blog/improve-your-cloud-security-with-cis-and-aws-at-aws-public-sector-summit-2019/ [1] https://www.instagram.com/p/BylIe2GHi8C/?igshid=fbczmyhl67bu [1] https://awsdc19.smarteventscloud.com/connect/agenda.ww [1] https://www.saic.com/aws [1] http://r.socialstudio.radian6.com/5d2a60cc-d709-4ead-8e11-57360b6acd2f [1] http://r.socialstudio.radian6.com/67cf49f7-b246-4812-b6ae-606d6220b67a Top URLs in Tweet in G10:
[3] http://conferenceparties.com/awssummits19/#DC [3] https://aws.amazon.com/blogs/publicsector/your-guide-to-the-aws-public-sector-summit-in-washington-dc/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Blog&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=wwps_blog_TWITTER&linkId=68673168 [2] http://ow.ly/GsR050u5eoi [1] https://twitter.com/reInventParties/status/1127937811812896768 [1] https://twitter.com/reInventParties/status/1137449239640989696 [1] https://www.youtube.com/watch?v=GWJCrm0kSQU [1] https://cloudcheckr.com/cloud-security/understanding-aws-govcloud-aws-secret-region-and-aws-top-secret-region/ [1] http://www.dcpartnerforum.splashthat.com/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Summits,AWSSummit_Washington+DC_2019&sc_publisher=TWITTER&sc_country=Partners&sc_geo=NAMER&sc_outcome=event_registration&trkCampaign=ps-summit-washington-dc-2019&trk=ps-summit-washington-dc-2019_TWITTER&sc_content=APN&linkId=68489781 [1] https://www.dlt.com/news/aws-public-sector-summit-dlt-announces-premium-grade-license-cloudcheckr-software-and-services?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign= [1] https://aws.amazon.com/summits/washington-dc/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign= Top Domains
Top Word Pairs in Tweet in Entire Graph:
[343] public,sector [181] washington,dc [165] #awspssummit,dc [162] #awspssummit,washington [161] sector,summit [159] next,week [134] aws,public [109] learn,more [97] dev,lounge [96] hackathon,good Top Word Pairs in Tweet in G1:
[86] public,sector [80] dev,lounge [76] first,50 [76] 50,people [76] people,tweet [76] tweet,visit [76] visit,dev [66] limited,edition [66] edition,public [66] t,shirt Top Word Pairs in Tweet in G2:
[101] washington,dc [97] #awspssummit,washington [72] hackathon,good [62] good,#awspssummit [55] learn,build [55] build,martian [55] martian,detecting [55] detecting,robot [55] robot,application [55] application,#awsrobomaker Top Word Pairs in Tweet in G3:
[55] public,sector [29] sector,summit [26] aws,public [20] #awspssummit,dc [20] open,government [20] government,data [18] #awspssummit,#machinelearning [18] cloud,first [17] #cloud,#awspssummit [16] somethings,working Top Word Pairs in Tweet in G4:
[44] public,sector [34] #awspssummit,washington [34] sector,summit [32] washington,dc [32] next,week [22] gt,gt [21] aws,public [17] smartsheet,gov [16] earth,space [16] aws_gov,public Top Word Pairs in Tweet in G5:
[52] next,week [35] awscloud,#awspssummit [34] learn,more [31] d,c [25] stop,booth [23] week,#commvault [23] #commvault,awscloud [23] #awspssummit,#washington [23] #washington,d [23] c,discussing Top Word Pairs in Tweet in G6:
[20] public,sector [15] aws,public [15] sector,summit [13] stop,booth [10] booth,#224 [10] #224,learn [9] learn,more [7] next,week [7] government,agencies [6] #awspssummit,very Top Word Pairs in Tweet in G7:
[28] #awspssummit,dc [23] public,sector [13] booth,313 [13] see,acloudguru [11] ready,#awspssummit [11] #awspssummit,session [11] running,large [11] large,data [11] data,sets [11] sets,cloud Top Word Pairs in Tweet in G8:
[15] booth,419 [14] public,sector [14] partner,pavilion [12] networking,reception [11] 6,11 [9] #awspssummit,pavilion [8] aws_gov,#awspssummit [8] stop,booth [7] year's,aws_gov [7] aws_gov,public Top Word Pairs in Tweet in G9:
[10] public,sector [9] citizen,experience [7] hear,kanrevenue [7] kanrevenue,modernizing [7] modernizing,citizen [7] experience,digitalizing [7] digitalizing,motor [7] motor,vehicle [7] vehicle,records [7] records,tolling Top Word Pairs in Tweet in G10:
[18] public,sector [14] washington,dc [11] #awspssummit,washington [10] sector,summit [10] come,see [9] learn,more [8] one,week [8] 6,11 [7] aws,public [7] partner,network 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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