The graph represents a network of 7,104 Twitter users whose recent tweets contained "#reInvent", 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, 03 December 2019 at 18:54 UTC.
The tweets in the network were tweeted over the 2-day, 0-hour, 24-minute period from Sunday, 01 December 2019 at 18:00 UTC to Tuesday, 03 December 2019 at 18:24 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 : 7104
Unique Edges : 13465
Edges With Duplicates : 13813
Total Edges : 27278
Self-Loops : 5474
Reciprocated Vertex Pair Ratio : 0.0327452461042081
Reciprocated Edge Ratio : 0.0634139856421165
Connected Components : 841
Single-Vertex Connected Components : 665
Maximum Vertices in a Connected Component : 5954
Maximum Edges in a Connected Component : 25755
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.547694
Graph Density : 0.000298138839952158
Modularity : 0.392164
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 7,104 Twitter users whose recent tweets contained "#reInvent", 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, 03 December 2019 at 18:54 UTC.
The tweets in the network were tweeted over the 2-day, 0-hour, 24-minute period from Sunday, 01 December 2019 at 18:00 UTC to Tuesday, 03 December 2019 at 18:24 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 : TwitterSearch
Graph Term : #reInvent
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 : Followers
Vertex Alpha : Followers
Top URLs in Tweet in Entire Graph:
[71] https://live.awsevents.com/reinvent/ [68] https://dev.classmethod.jp/ [64] https://amazon.com/ [42] https://aws.amazon.com/jp/blogs/news/reinvent-2019-midnight-madness-aws-deepcomposer/?sc_channel=sm&sc_campaign=AWS_Blog,AWS_reInvent,launch_&sc_publisher=TWITTER&sc_country=Japan&sc_geo=JAPAN&sc_outcome=awareness&trk=reinvent-2019-midnight-madness-aws-deepcomposer_TWITTER&linkId=78060872 [41] https://dev.classmethod.jp/cloud/aws/reinvent2019-deepcomposer-report/ [34] https://dev.classmethod.jp/cloud/aws/ec2-image-builder/ [30] https://dev.classmethod.jp/cloud/aws/amazon-braket-quantum-computing/ [23] https://aws.amazon.com/jp/blogs/news/aws-cloud-development-kit-cdk-java-and-net-are-now-generally-available/?sc_channel=sm&sc_campaign=AWS_Blog,AWS_reInvent,launch_&sc_publisher=TWITTER&sc_country=Japan&sc_geo=JAPAN&sc_outcome=awareness&trk=aws-cloud-development-kit-cdk-java-and-net-are-now-generally-available_TWITTER&linkId=78094130 [22] https://www.cnbc.com/2019/12/02/amazon-web-services-unveils-transcribe-medical-software.html [22] https://aws.amazon.com/jp/blogs/news/aws-load-balancer-update-lots-of-new-features-for-you/?sc_channel=sm&sc_campaign=AWS_Blog,AWS_reInvent,launch_&sc_publisher=TWITTER&sc_country=Japan&sc_geo=JAPAN&sc_outcome=awareness&trk=aws-load-balancer-update-lots-of-new-features-for-you_TWITTER&linkId=78094398 Top URLs in Tweet in G1:
[30] https://live.awsevents.com/reinvent/ [15] https://www.eweek.com/cloud/recognizing-the-right-stuff-in-cloud-security [13] https://www.geekwire.com/2019/whats-stake-amazons-36b-cloud-business-big-aws-reinvent-conference-week/ [11] https://aws.amazon.com/blogs/machine-learning/introducing-amazon-sagemaker-operators-for-kubernetes/?sc_channel=sm&sc_campaign=launch_reInvent&sc_publisher=TWITTER&sc_country=re:Invent&sc_outcome=awareness&trk=AWS_reInvent_2019_launch__TWITTER&sc_content=AWS_reInvent_2019_launch_&linkId=78055236 [11] https://www.forbes.com/sites/forbestechcouncil/2019/11/15/the-next-evolutionary-step-for-cloud-computing/ [11] https://www.modernhealthcare.com/patients/amazon-taps-first-pharmacy-alexa-rx-management [10] https://www.wired.com/story/amazon-joins-quantum-computing-race/amp [10] https://www.fastcompany.com/90437625/amazons-kooky-new-keyboard-lets-humans-and-ai-write-music-together [10] https://www.crn.com/slide-shows/cloud/andy-jassy-s-12-boldest-remarks-on-the-future-of-cloud-computing [10] https://faasandfurious.com/ Top URLs in Tweet in G2:
[14] https://live.awsevents.com/reinvent/ [14] https://siliconangle.com/2019/12/02/exclusive-amazons-cloud-chief-enterprises-must-use-cloud-transform/ [13] https://www.cnbc.com/2019/12/02/amazon-web-services-unveils-transcribe-medical-software.html [12] https://aws.amazon.com/braket/ [10] https://siliconangle.com/2019/12/01/commentary-andy-jassy-aims-reinvent-amazon-web-services-clouds-next-generation/ [10] https://www.businesswire.com/news/home/20191202005194/en/Formula-1-Works-AWS-Develop-Generation-Race [8] https://video.cube365.net/c/923043 [8] https://twitter.com/nathangloverAUS/status/1201412206581018624 [7] https://siliconangle.com/2019/12/03/exclusive-new-tech-andy-jassy-aims-take-amazons-cloud-everywhere/ [7] https://video.cube365.net/c/923029 Top URLs in Tweet in G3:
[57] https://amazon.com/ [12] https://aws.amazon.com/blogs/machine-learning/introducing-amazon-sagemaker-operators-for-kubernetes/?sc_channel=sm&sc_campaign=launch_reInvent&sc_publisher=TWITTER&sc_country=Global&sc_outcome=awareness&trk=AWS_reInvent_2019_launch__TWITTER&sc_content=AWS_reInvent_2019_launch_&linkId=78055234 [10] https://aws.amazon.com/blogs/aws/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/?sc_channel=sm&sc_campaign=launch_reInvent&sc_publisher=TWITTER&sc_country=Global&sc_outcome=awareness&trk=AWS_reInvent_2019_launch__TWITTER&sc_content=AWS_reInvent_2019_launch_&linkId=78158220 [9] https://www.unisys.com/offerings/cloud-and-infrastructure-services/event/aws-re-invent-2019-id-4309 [7] https://reinvent.awsevents.com/?sc_channel=sm&sc_campaign=AWS_reInvent&sc_publisher=TWITTER&sc_country=Global&sc_outcome=awareness&trk=AWS_reInvent_2019_TWITTER&linkId=78022949 [7] https://twitter.com/awsreinvent/status/1201412563008966656 [6] https://aws.amazon.com/blogs/aws/amazon-redshift-update-next-generation-compute-instances-and-managed-analytics-optimized-storage/?sc_channel=sm&sc_campaign=launch_reInvent&sc_publisher=TWITTER&sc_country=Global&sc_outcome=awareness&trk=AWS_reInvent_2019_launch__TWITTER&sc_content=AWS_reInvent_2019_launch_&linkId=78154959 [6] https://www.linkedin.com/feed/update/urn:li:activity:6588361260113375233 [4] https://live.awsevents.com/reinvent/ [3] https://aws.amazon.com/blogs/aws/amazon-sagemaker-experiments-organize-track-and-compare-your-machine-learning-trainings/?sc_channel=sm&sc_campaign=launch_reInvent&sc_publisher=TWITTER&sc_country=Global&sc_outcome=awareness&trk=AWS_reInvent_2019_launch__TWITTER&sc_content=AWS_reInvent_2019_launch_&linkId=78157823 Top URLs in Tweet in G4:
[41] https://aws.amazon.com/jp/blogs/news/reinvent-2019-midnight-madness-aws-deepcomposer/?sc_channel=sm&sc_campaign=AWS_Blog,AWS_reInvent,launch_&sc_publisher=TWITTER&sc_country=Japan&sc_geo=JAPAN&sc_outcome=awareness&trk=reinvent-2019-midnight-madness-aws-deepcomposer_TWITTER&linkId=78060872 [21] https://aws.amazon.com/jp/blogs/news/reinvnet-2019-12-1-summary/?sc_channel=sm&sc_campaign=AWS_Blog,AWS_reInvent,launch_&sc_publisher=TWITTER&sc_country=Japan&sc_geo=JAPAN&sc_outcome=awareness&trk=reinvnet-2019-12-2-summary_TWITTER&linkId=78061198 [21] https://aws.amazon.com/jp/blogs/news/aws-cloud-development-kit-cdk-java-and-net-are-now-generally-available/?sc_channel=sm&sc_campaign=AWS_Blog,AWS_reInvent,launch_&sc_publisher=TWITTER&sc_country=Japan&sc_geo=JAPAN&sc_outcome=awareness&trk=aws-cloud-development-kit-cdk-java-and-net-are-now-generally-available_TWITTER&linkId=78094130 [21] https://aws.amazon.com/jp/blogs/news/aws-load-balancer-update-lots-of-new-features-for-you/?sc_channel=sm&sc_campaign=AWS_Blog,AWS_reInvent,launch_&sc_publisher=TWITTER&sc_country=Japan&sc_geo=JAPAN&sc_outcome=awareness&trk=aws-load-balancer-update-lots-of-new-features-for-you_TWITTER&linkId=78094398 [20] https://dev.classmethod.jp/cloud/aws/reinvent2019-deepcomposer-report/ [17] https://aws.amazon.com/jp/blogs/news/visualize-and-monitor-highly-distributed-applications-with-amazon-cloudwatch-servicelens/?sc_channel=sm&sc_campaign=AWS_Blog,AWS_reInvent,launch_&sc_publisher=TWITTER&sc_country=Japan&sc_geo=JAPAN&sc_outcome=awareness&trk=visualize-and-monitor-highly-distributed-applications-with-amazon-cloudwatch-servicelens_TWITTER&sc_category=Amazon+CloudWatch&linkId=78094601 [16] https://dev.classmethod.jp/cloud/aws/ec2-image-builder/ [13] https://dev.classmethod.jp/ [12] https://aws.amazon.com/jp/blogs/news/announcing-aws-managed-rules-for-aws-waf/?sc_channel=sm&sc_campaign=AWS_Blog,AWS_reInvent,launch_&sc_publisher=TWITTER&sc_country=Japan&sc_geo=JAPAN&sc_outcome=awareness&trk=announcing-aws-managed-rules-for-aws-waf_TWITTER&sc_category=AWS+WAF&linkId=78094889 [12] https://twitter.com/awscloud/status/1201900908562567173 Top URLs in Tweet in G5:
[42] https://dev.classmethod.jp/ [16] https://dev.classmethod.jp/cloud/aws/ec2-image-builder/ [15] https://dev.classmethod.jp/cloud/aws/amazon-braket-quantum-computing/ [14] https://dev.classmethod.jp/cloud/aws/reinvent2019-deepcomposer-report/ [8] https://dev.classmethod.jp/cloud/aws/reinvent2019-newsflash-aws-identity-and-access-management-access-analyzer/ [6] https://reinvent.awsevents.com/ [4] http://Developers.IO [3] https://twitter.com/AWSreInvent/status/1201412563008966656 [3] https://siliconangle.com/2019/12/02/exclusive-amazons-cloud-chief-enterprises-must-use-cloud-transform/ [3] https://dev.classmethod.jp/cloud/aws/s3-access-analyzer/ Top URLs in Tweet in G6:
[10] https://cloud.vmware.com/community/2018/11/28/vmware-cloud-aws-outposts-cloud-managed-sddc-data-center/ [9] https://www.dellemc.com/en-us/data-protection/aws.htm#scroll=off [8] https://vox.veritas.com/t5/Netting-Out-NetBackup/Master-long-term-data-retention-with-AWS-Veritas/ba-p/873850 [7] https://www.redhat.com/en/resources/scholastic-case-study?sc_cid=701f2000000tyBjAAI [6] https://opinionatedsecurity.blogspot.com/2019/12/mentoring-cyber-leaders-to-say-no-and.html?p=t [6] https://www.mongodb.com/blog/post/mongodb-at-aws-reinvent-2019 [5] https://reinvent.awsevents.com/ [5] https://blog.dellemc.com/en-us/5-pitfalls-avoid-during-cloud-migration/?dgc=SM&cid=170852&lid=spr2888512873&linkId=78112806 [4] https://www.pscp.tv/w/cLW0JjFwelFNQk5tTW9QS2R8MXZBR1JxRUR6RHlLbLCnf3UzoyrOX8o04tOZZybkdlKKXTUIYB4W-kCXZWwr [4] https://vox.veritas.com/t5/Software-Defined-Storage/High-availability-disaster-recovery-with-Veritas-InfoScale/ba-p/873863 Top URLs in Tweet in G7:
[5] https://ifx.packet.com/ [5] https://dev.classmethod.jp/ [4] http://www.slackhatesthe.cloud/ [3] https://twitter.com/quinnypig/status/1201250487917432832 [3] https://twitter.com/jeffbarr/status/1201900642031194113 [2] https://twitter.com/awsreinvent/status/1201261942976983041 [2] https://www.businessinsider.com/amazon-andy-jassy-learning-from-failed-amazons-projects-2016-10 [2] https://twitter.com/AWSreInvent/status/1201261942976983041 [2] https://twitter.com/somecloudguy/status/1201164457835220993 [2] https://twitter.com/alexbdebrie/status/1201624327885471745 Top URLs in Tweet in G8:
[9] https://www.urban.org/ [8] https://www.vibrant.org/ [5] https://www.skytruth.org/ [5] https://bestfriends.org/ [3] https://www.trendmicro.com/en_us/about/events/aws-reinvent.html?utm_campaign=GBEV2019_Hybrid-Cloud_AWS_re_Invent&utm_medium=Social&utm_content=reInvent [3] https://www.business.com/ [2] https://live.awsevents.com/reinvent/ [2] https://www.accenture.com/us-en/blogs/cloud-computing/isi-idemudia-aws-cloud-career [1] https://twitter.com/awscloud/status/1201551734331588614 [1] https://twitter.com/awsnonprofits/status/1201716620755779589 Top URLs in Tweet in G9:
[6] https://www.channele2e.com/news/aws-reinvent-2019-live-blog/ [6] https://twitter.com/awscloud/status/1201162544276295687 [5] https://www.stackrox.com/aws-reinvent-2019/?utm_source=Twitter&utm_medium=social [5] https://newrelic.com/press-release/20191202 [4] https://live.awsevents.com/reinvent/ [4] https://newrelic.com/events/aws-reinvent/lightning-talks [4] https://www.1901group.com/project/pr-1901-group-panel-discussions-at-aws-reinvent-2019-in-las-vegas/ [2] https://www.brighttalk.com/webcast/17312/375509 [2] https://www.channele2e.com/investors/mergers-acquisitions/teksystems-buys-aws-cloud-partner-1strategy/ [2] https://www.runecast.com/blog/announcements/runecast-4-0-provides-new-aws-insights-capabilities Top URLs in Tweet in G10:
[12] https://www.purestorage.com/company/newsroom/press-releases/nu-skin-chooses-pure-storage.html?utm_campaign=uc&utm_source=TWITTER&utm_medium=social&utm_region=global&utm_content=default&utm_creative=default&utm_term=default&utm_keyword=na&linkId=78100548 [7] https://www.cisco.com/c/en/us/training-events/events/aws-reinvent.html?CAMPAIGN=Cloud&Country_Site=us&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=CiscoCloud [1] https://aws.amazon.com/blogs/awsmarketplace/december-3-aws-marketplace-sessions-today-at-reinvent/?sc_channel=sm&sc_campaign=AWS_reInvent&sc_publisher=TWITTER&sc_country=Marketplace&sc_outcome=awareness&trk=AWS_reInvent_2019_TWITTER&sc_content=MPBlog_RIV_Dec3&linkId=78157020 [1] https://aws.amazon.com/blogs/awsmarketplace/your-guide-to-aws-marketplace-sessions-at-aws-reinvent-2019/?sc_channel=sm&sc_campaign=AWS_reInvent,AWS_Marketplace&sc_publisher=TWITTER&sc_country=Marketplace&sc_geo=GLOBAL&sc_outcome=awareness&trk=BlogRIV20193_TWITTER&sc_content=BlogRIV20193&sc_category=AWS+Marketplace&linkId=76534126 [1] https://aws.amazon.com/blogs/awsmarketplace/december-2-aws-marketplace-sessions-today-at-reinvent/?sc_channel=sm&sc_campaign=AWS_reInvent,AWS_Marketplace&sc_publisher=TWITTER&sc_country=Marketplace&sc_outcome=awareness&trk=MPBlogRIV_Dec2_TWITTER&sc_content=MPBlogRIV_Dec2&sc_category=AWS+Marketplace&linkId=78153009 [1] https://www.extrahop.com/lp/whats-in-the-box/?uniqueid=YZ1614758903&utm_source=twitter&utm_medium=owned-social&utm_campaign=2019-lp-whats-in-the-box&utm_content=webpage&utm_term=no-term&utm_region=global&utm_product=security&utm_funnelstage=top&utm_version=no-version [1] https://events.splunk.com/awsreInvent_TopGolf_2019?utm_medium=email&utm_source=splunk&utm_campaign=AMER_topgolf_Cloud_AWSreInvent_LasVegasDec19&utm_content=Twitter&linkId=77690598 [1] https://www.youtube.com/watch?v=v9a7wCUtpco&list=PL5d3ZupjTzE2hTNP6kIz99qqmegkWI9U2&index=2&utm_campaign=uc&utm_source=TWITTER&utm_medium=social&utm_region=global&utm_content=default&utm_creative=default&utm_term=default&utm_keyword=na&linkId=77696409 [1] https://blog.purestorage.com/how-to-accelerate-your-hybrid-and-multi-cloud-strategy/?utm_campaign=uc&utm_source=TWITTER&utm_medium=social&utm_region=global&utm_content=default&utm_creative=default&utm_term=default&utm_keyword=na&linkId=77552808 [1] https://www.purestorage.com/company/events/reinvent-2019.html?utm_campaign=uc&utm_source=TWITTER&utm_medium=social&utm_region=global&utm_content=default&utm_creative=default&utm_term=default&utm_keyword=na&linkId=77696340 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1046] aws,#reinvent [989] #aws,#reinvent [842] re,invent [722] #reinvent,#reinvent2019 [550] #reinvent,2019 [512] machine,learning [423] amazon,braket [380] aws,deepcomposer [361] invent,2019 [345] check,out Top Word Pairs in Tweet in G1:
[267] #aws,#reinvent [202] machine,learning [166] re,invent [153] #reinvent,2019 [135] #reinvent,#reinvent2019 [99] aws,#reinvent [98] midnight,madness [91] aws,deepcomposer [91] #reinvent2019,#reinvent [83] check,out Top Word Pairs in Tweet in G2:
[248] #aws,#reinvent [166] aws,#reinvent [163] #reinvent,#reinvent2019 [133] customers,asking [133] asking,ways [133] ways,experiment [133] experiment,w [133] w,#quantumcomputing [133] #quantumcomputing,explore [133] explore,technology Top Word Pairs in Tweet in G3:
[144] re,invent [93] aws,#reinvent [90] quantum,computing [89] fully,managed [88] amazon,braket [83] awscloud,#reinvent [78] aws,service [78] pod,level [77] machine,learning [76] single,place Top Word Pairs in Tweet in G4:
[279] aws,#reinvent [195] amazon,braket [183] #reinvent,#reinvent2019 [173] aws,deepcomposer [145] amazon,eks [141] aws,fargate [137] re,invent [137] #reinvent,2019で発表された上記リリースの日本語ブログを公開しました [137] 2019で発表された上記リリースの日本語ブログを公開しました,#awsblog [120] aws,deepcomposerは Top Word Pairs in Tweet in G5:
[65] #aws,#reinvent [63] re,invent [47] aws,#reinvent [39] #reinvent,クラスメソッドブログ [33] #reinvent,#reinvent2019 [30] aws,re [26] looking,forward [26] invent,2019 [22] #reinvent,#aws [22] が発表されました,#reinvent Top Word Pairs in Tweet in G6:
[179] aws,#reinvent [105] learn,more [72] #reinvent,2019 [69] check,out [63] pm,12 [62] booth,#1408 [56] chaos,engineering [53] stop,booth [47] #aws,#reinvent [46] vmware,cloud Top Word Pairs in Tweet in G7:
[141] access,analyzer [130] iam,access [69] aws,iam [69] automated,reasoning [61] introducing,first [61] first,kind [61] kind,capability [61] capability,aws [61] analyzer,using [61] using,automated Top Word Pairs in Tweet in G8:
[80] hackathon,good [35] aws,hackathon [27] good,challenger [23] #aws,#reinvent [23] stop,booth [21] re,invent [20] want,go [18] more,#reinvent [18] #reinvent,#diversity [17] #reinvent,#reinvent2019 Top Word Pairs in Tweet in G9:
[25] aws,#reinvent [24] #reinvent,week [23] #aws,#reinvent [22] stop,booth [22] cohesity,booth [21] check,out [21] awsreinvent,countdown [21] start,#reinvent [21] week,right [21] right,cohesity Top Word Pairs in Tweet in G10:
[18] learn,more [16] #aws,#reinvent [15] #reinvent,2019 [13] check,out [13] enable,#moderndataexperience [13] premium,quality [13] cloud,block [12] discover,purestorage's [12] purestorage's,cloud [12] block,storage Top Replied-To in Entire Graph:
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