neo4j, Twitter, 6/23/2020 11:48:42 AM, 229765


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neo4j_2020-06-22_22-20-33.xlsx
neo4j_2020-06-22_22-20-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2020
Short Description:
neo4j via NodeXL https://bit.ly/3dmnuZL
@neo4j
@cyb3rward0g
@gp_pulipaka
@craigmullins
@fmfrancoise
@rimpq
@solutionsreview
@rotnroll666
@karinwolok
@dormoshe

Top hashtags:
#neo4j
#datascience
#python
#ai
#machinelearning
#bigdata
#analytics
#iot
#iiot
#pytorch

Description:
Description
The graph represents a network of 1,135 Twitter users whose tweets in the requested range contained "neo4j", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 June 2020 at 05:21 UTC.

The requested start date was Tuesday, 23 June 2020 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 13-day, 3-hour, 13-minute period from Tuesday, 09 June 2020 at 02:00 UTC to Monday, 22 June 2020 at 05:13 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


Overall Graph Metrics
Vertices : 1135
Unique Edges : 989
Edges With Duplicates : 2594
Total Edges : 3583
Number of Edge Types : 5
Replies to : 144
Mentions : 633
Tweet : 319
Retweet : 961
MentionsInRetweet : 1526
Self-Loops : 326
Reciprocated Vertex Pair Ratio : 0.053664166185805
Reciprocated Edge Ratio : 0.101861993428258
Connected Components : 133
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 875
Maximum Edges in a Connected Component : 3213
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.284991
Graph Density : 0.00141870420871889
Modularity : 0.381928
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 1,135 Twitter users whose tweets in the requested range contained "neo4j", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 June 2020 at 05:21 UTC.

The requested start date was Tuesday, 23 June 2020 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 13-day, 3-hour, 13-minute period from Tuesday, 09 June 2020 at 02:00 UTC to Monday, 22 June 2020 at 05:13 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 : neo4j
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://medium.com/neo4j/game-of-phones-modeling-diffusion-of-innovations-with-neo4j-98d8be724d9b
[14] https://link.medium.com/7TIk8P1Ts7
[12] https://dormoshe.io/newsletters/ag/golang/47?utm_source=twitter&utm_campaign=twitter
[11] https://neo4j.com/blog/mind-blowing-knowledge-graphs-5-minute-interview-with-mayank-gupta-svp-of-data-lpl-financial/?ref=social-blog
[10] https://neo4j.com/blog/graph-powered-recommendations-hybrid-scoring-graph-data-science/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=graph-powered-recommendations-hybrid-scoring-and-graph-data-sci-2536192
[8] https://neo4j.com/blog/graph-powered-recommendations-developing-and-deploying-recommendations/?ref=social-blog
[7] https://www.eventbrite.com/e/registro-neo4j-sesiones-virtuales-para-espana-103707806842
[7] https://neo4j.com/blog/announcing-new-neo4j-online-training-courses/?ref=social-blog
[7] https://neo4j.com/graph-powered-machine-learning-manning-book/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=graph-powered-machine-learning-neo4j-graph-database-platform-h-2545842
[7] https://neo4j.com/blog/mind-blowing-knowledge-graphs-5-minute-interview-with-mayank-gupta-svp-of-data-lpl-financial/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=mind-blowing-knowledge-graphs-5-minute-interview-with-mayank-gu-2540616

Top URLs in Tweet in G1:
[7] https://www.eventbrite.com/e/registro-neo4j-sesiones-virtuales-para-espana-103707806842
[6] https://neo4j.com/blog/mind-blowing-knowledge-graphs-5-minute-interview-with-mayank-gupta-svp-of-data-lpl-financial/?ref=social-blog
[5] https://go.neo4j.com/wbr-200617-neo4j-live-demo-webinar.html?ref=social-event
[4] https://neo4j.com/blog/announcing-new-neo4j-online-training-courses/?ref=social-blog
[4] https://neo4j.com/blog/effective-compliance-management-solution-graphconnect/?ref=social-blog
[4] https://neo4j.com/blog/graph-powered-recommendations-developing-and-deploying-recommendations/?ref=social-blog
[4] https://neo4j.com/blog/graphcast-graphs-connecting-covid-19-research/?ref=social-blog
[4] https://neo4j.com/blog/your-world-seen-through-your-eyes-with-neo4j-bloom/?ref=social-blog
[4] https://www.twitch.tv/neo4j_
[4] https://www.scale-up-360.com/de/cognitive-technologies/

Top URLs in Tweet in G2:
[9] https://neo4j.com/blog/graph-powered-recommendations-hybrid-scoring-graph-data-science/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=graph-powered-recommendations-hybrid-scoring-and-graph-data-sci-2536192
[7] https://neo4j.com/blog/mind-blowing-knowledge-graphs-5-minute-interview-with-mayank-gupta-svp-of-data-lpl-financial/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=mind-blowing-knowledge-graphs-5-minute-interview-with-mayank-gu-2540616
[7] https://neo4j.com/graph-powered-machine-learning-manning-book/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=graph-powered-machine-learning-neo4j-graph-database-platform-h-2545842
[6] https://neo4j.com/blog/effective-compliance-management-solution-graphconnect/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=7-reasons-why-effective-compliance-management-is-only-possible-w-2538459
[5] https://neo4j.com/blog/graph-powered-recommendations-developing-and-deploying-recommendations/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=graph-powered-recommendations-developing-and-deploying-recommen-2541764
[4] https://www.bigmarker.com/neo4j/Neo4j-Office-Hours-June?bmid=7514504d551e
[4] https://neo4j.com/whitepapers/graph-database-security-visual-overview/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=visual-overview-why-intelligent-applications-need-a-graph-datab-2531638
[4] https://neo4j.com/case-studies/custom-medical-equipment-manufacturer/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=neo4j-custom-medical-equipment-manufacturer-case-study-http-2545821
[4] https://www.amazon.co.jp/gp/product/B01N4WL0XS/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=akitonaha-22&creative=1211&linkCode=as2&creativeASIN=B01N4WL0XS&linkId=21774574251fdc26966c1899df5b2c39
[3] https://neo4j.com/blog/graph-powered-recommendations-developing-and-deploying-recommendations/?ref=social-blog

Top URLs in Tweet in G3:
[5] https://twitch.tv/neo4j_
[4] https://medium.com/neo4j/game-of-phones-modeling-diffusion-of-innovations-with-neo4j-98d8be724d9b
[4] https://www.youtube.com/watch?v=SwXeQlVYAp0&feature=youtu.be

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228991
[3] https://github.com/jexp/neo4j-3d-force-graph
[3] https://twitter.com/mesirii/status/1273340404172238855
[3] https://www.twitch.tv/neo4j_
[3] https://www.youtube.com/watch?v=oRtVdXvtD3o&feature=youtu.be

[3] https://github.com/michael-simons/neo4j-migrations/search?q=%22%40soundtrack%22&unscoped_q=%22%40soundtrack%22
[3] https://twitter.com/neo4j/status/1271702098229497856

Top URLs in Tweet in G4:
[6] https://www.bsidesath.gr/tracks.php
[1] https://bloodhoundnotebook.com
[1] https://github.com/tasox/Epimitheus
[1] https://medium.com/@pentesttas/windows-events-sysmon-visualization-using-neo4j-part-1-529ca5ab4593
[1] https://medium.com/@pentesttas/windows-events-sysmon-visualization-using-neo4j-part-2-d4c2fd3c9413
[1] https://github.com/daniel-infosec/bluehound

Top URLs in Tweet in G5:
[6] https://medium.com/neo4j/game-of-phones-modeling-diffusion-of-innovations-with-neo4j-98d8be724d9b
[2] https://techcrunch.com/2020/06/15/vesoft-china-graph-database-8m-funding/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[2] https://surfacingmagazine.net/global-gpu-database-market-report-2020-covering-impact-of-covid-19-financial-information-developments-swot-analysis-by-global-top-companies-kinetica-omnisci-sqream-neo4j-nvidia/?utm_source=dlvr.it&utm_medium=twitter
[2] https://medicinsider.com/graph-database-market-outlook-to-2026-leading-by-industry-players-like-oracle-ibm-microsoft-amazon-web-services-inc-neo4j-inc-tibco-software-inc/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.linkedin.com/groups/1543497/
[1] https://go.neo4j.com/DE200610Government_Registration.html?_ga=2.241835778.1231306647.1591025081-1580681005.1589273030&_gac=1.11324032.1591025161.EAIaIQobChMIjs3Wo_bg6QIVBuztCh3dGAuhEAAYASAAEgKCvfD_BwE
[1] https://www.javacodegeeks.com/2020/06/deploying-a-neo4j-single-core-on-managed-kubernetes.html
[1] https://towardsdatascience.com/go-neo4j-and-aws-lambda-4cdd1af8886d?source=rss----7f60cf5620c9---4
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fgo-neo4j-and-aws-lambda-4cdd1af8886d%3Fsource%3Drss----7f60cf5620c9---4
[1] https://briefly.co/anchor/Data_science/story/go-neo4j-and-aws-lambda

Top URLs in Tweet in G6:
[13] https://link.medium.com/7TIk8P1Ts7
[11] https://dormoshe.io/newsletters/ag/golang/47?utm_source=twitter&utm_campaign=twitter
[6] https://dormoshe.io/trending-news/my-baby-steps-with-go-building-a-basic-web-crawler-with-neo4j-integration-10824?utm_source=twitter&utm_campaign=twitter
[3] https://neo4j.com/blog/mind-blowing-knowledge-graphs-5-minute-interview-with-mayank-gupta-svp-of-data-lpl-financial/?ref=social-blog
[2] https://www.confluent.io/blog/stream-analyze-visualize-data-with-kafka-ksqldb-and-friends/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://www.webundmobile.de/backend/datenbank/neo4j-for-graph-data-science-2529138.html
[1] https://www.forbes.com/sites/adrianbridgwater/2020/04/17/data-is-in-a-relationship-its-complicated/#75e9dce867e7

Top URLs in Tweet in G7:
[3] https://www.freelancer.com/projects/javascript/Webapp-with-Flask-Neo-Echarts.html
[3] https://www.linkedin.com/slink?code=e5yPfzP
[1] https://link.medium.com/7TIk8P1Ts7

Top URLs in Tweet in G8:
[2] https://www.bigmarker.com/neo4j/Online-Vertical-Summit-Government
[1] https://graphaware.com/hume,graphaware,covid19/2020/04/01/corona-virus-contact-tracing-smart-quarantine-hume.html
[1] https://www.linkedin.com/slink?code=e5yPfzP
[1] https://www.confluent.io/blog/stream-analyze-visualize-data-with-kafka-ksqldb-and-friends/?utm_source=twitter&utm_medium=rmoff&utm_campaign=ty.community.con.rmoff_twitter_2020-06-12&utm_term=rmoff-devx
[1] https://twitter.com/luannem/status/1270650554457427968

Top URLs in Tweet in G9:
[1] https://www.bundesregierung.de/breg-de/themen/corona-warn-app

Top URLs in Tweet in G10:
[1] https://web.stanford.edu/class/cs520/

Top Domains
Top Domains in Tweet in Entire Graph:
[235] neo4j.com
[71] medium.com
[44] twitter.com
[40] youtube.com
[33] tutorialforlinux.com
[22] github.com
[22] twitch.tv
[18] dormoshe.io
[18] linkedin.com
[11] eventbrite.com

Top Domains in Tweet in G1:
[112] neo4j.com
[17] medium.com
[11] twitch.tv
[10] eventbrite.com
[7] youtube.com
[6] twitter.com
[5] linkedin.com
[4] co.uk
[4] scale-up-360.com
[3] forbes.com

Top Domains in Tweet in G2:
[77] neo4j.com
[14] medium.com
[8] twitter.com
[6] bigmarker.com
[5] youtube.com
[4] co.jp
[3] bruggen.com
[3] towardsdatascience.com
[2] nextplatform.com
[2] techrepublic.com

Top Domains in Tweet in G3:
[18] youtube.com
[16] twitter.com
[14] neo4j.com
[14] medium.com
[13] github.com
[9] twitch.tv
[7] nodexlgraphgallery.org
[3] nestjs.com
[2] sebastian-daschner.com
[1] slideshare.net

Top Domains in Tweet in G4:
[6] bsidesath.gr
[2] github.com
[2] medium.com
[1] bloodhoundnotebook.com

Top Domains in Tweet in G5:
[33] tutorialforlinux.com
[9] medium.com
[8] neo4j.com
[8] twitter.com
[3] youtube.com
[3] techcrunch.com
[3] trumpathon.com
[2] fiverr.com
[2] upflow.co
[2] kogonuso.com

Top Domains in Tweet in G6:
[17] dormoshe.io
[13] medium.com
[3] neo4j.com
[2] confluent.io
[1] webundmobile.de
[1] forbes.com

Top Domains in Tweet in G7:
[3] freelancer.com
[3] linkedin.com
[1] medium.com

Top Domains in Tweet in G8:
[2] bigmarker.com
[1] graphaware.com
[1] linkedin.com
[1] confluent.io
[1] twitter.com

Top Domains in Tweet in G9:
[1] bundesregierung.de

Top Domains in Tweet in G10:
[1] stanford.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[565] neo4j
[126] datascience
[115] python
[106] ai
[106] machinelearning
[102] bigdata
[95] analytics
[93] iot
[93] iiot
[92] pytorch



Top Hashtags in Tweet in G1:
[180] neo4j
[39] graphdatabase
[30] connecteddata
[25] graphdatabases
[24] datascience
[20] covid19
[18] twin4j
[16] panamapapers
[14] graphdatascience
[13] graphconnect

Top Hashtags in Tweet in G2:
[177] neo4j
[76] ai
[69] bigdata
[67] datascience
[66] machinelearning
[65] analytics
[65] iot
[65] iiot
[65] pytorch
[65] python

Top Hashtags in Tweet in G3:
[106] neo4j
[20] graphql
[18] development
[14] reactjs
[10] twin4j
[10] grandstack
[10] graphdatabase
[8] golang
[8] techcon20
[8] javascript

Top Hashtags in Tweet in G4:
[68] bloodhound
[19] neo4j
[18] python
[18] windows
[2] jupyter
[1] blueteam
[1] threathunting
[1] cypher
[1] bsidesath
[1] infosec

Top Hashtags in Tweet in G5:
[16] neo4j
[6] innovation
[4] graphdatabase
[2] bigdata
[2] graphdb
[2] databases
[2] ishikettei
[2] 7vortex
[1] government
[1] graphes

Top Hashtags in Tweet in G6:
[17] golang
[13] java
[7] dormosheio
[3] neo4j
[2] datascience
[2] connecteddata
[2] apache
[2] kafka
[2] aggregation
[2] datavisualization

Top Hashtags in Tweet in G7:
[35] 100daysofcode
[32] neo4j
[30] springboot
[24] java
[23] springmvc
[23] machinelearning
[23] bigdata
[23] analytics
[23] datascience
[23] ai

Top Hashtags in Tweet in G8:
[6] knowledgegraphs
[2] spaceinvadersgraph
[1] covid19
[1] apachekafka
[1] postgresql
[1] neo4j
[1] graphconnect

Top Hashtags in Tweet in G9:
[1] neo4j
[1] digitalocean
[1] azure
[1] google
[1] aws
[1] golang

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[384] neo4j
[180] #neo4j
[150] graph
[109] data
[101] today
[101] free
[53] online
[47] something
[47] databases
[46] try

Top Words in Tweet in G2:
[177] #neo4j
[172] graph
[154] neo4j
[109] powered
[80] data
[76] #ai
[74] free
[69] #bigdata
[67] #datascience
[67] ebook

Top Words in Tweet in G3:
[186] neo4j
[106] #neo4j
[53] graph
[35] karinwolok
[31] data
[30] twitch
[26] mesirii
[26] join
[26] kernel
[25] find

Top Words in Tweet in G4:
[136] queries
[71] cyb3rward0g
[68] cypher
[68] wip
[68] #bloodhound
[68] community
[67] saturday
[67] project
[67] doc
[67] yaml

Top Words in Tweet in G5:
[98] neo4j
[60] step
[30] installation
[30] guide
[26] database
[24] graph
[16] #neo4j
[15] desktop
[15] growing
[13] databases

Top Words in Tweet in G6:
[17] #golang
[14] graph
[14] neo4j
[13] javinpaul
[13] microservices
[13] practice
[13] developing
[13] instagram
[13] clone
[13] service

Top Words in Tweet in G7:
[37] graph
[35] #100daysofcode
[32] #neo4j
[31] day
[30] #springboot
[24] #java
[24] free
[23] another
[23] steady
[23] progress

Top Words in Tweet in G8:
[33] neo4j
[17] using
[13] bachmanm
[13] data
[12] find
[12] wi
[12] fi
[11] tryhume
[11] turns
[11] pretty

Top Words in Tweet in G9:
[8] neo4j
[6] golang
[4] github
[4] python
[3] work
[3] hiring
[3] docker
[3] working
[3] butt
[3] refactor

Top Words in Tweet in G10:
[17] stanfordで行われているknowledge
[17] graphの講座
[17] 体系的なコースというよりは様々なトピックのアラカルトになっていて
[17] neo4j
[17] グラフdb
[17] や実用の知識グラフで問題になる不完全edgeの補完
[16] icoxfog417
[16] トリプルのembeddingや強化学

Top Word Pairs
Top Word Pairs in Tweet in G2:
[46] graph,powered
[46] free,ebook
[43] #ai,#neo4j
[39] gp_pulipaka,free
[35] ebook,graph
[34] powered,#machinelearning
[34] #machinelearning,#bigdata
[34] #bigdata,#analytics
[34] #analytics,#datascience
[34] #datascience,#ai

Top Word Pairs in Tweet in G3:
[108] join,karinwolok
[67] karinwolok,program
[66] program,manager
[66] manager,community
[65] community,#development
[65] #development,#neo4j
[65] women,tech
[65] tech,virtual
[65] virtual,conference
[65] part,building

Top Word Pairs in Tweet in G4:
[18] saturday,project
[18] project,wip
[18] wip,doc
[18] doc,#bloodhound
[18] #bloodhound,cypher
[18] cypher,queries
[18] queries,community
[18] community,yaml
[18] yaml,auto
[13] auto,parse

Top Word Pairs in Tweet in G5:
[67] step,step
[67] step,neo4j
[67] installation,guide
[67] neo4j,database
[67] neo4j,desktop
[67] graph,databases
[67] linux,installation
[67] modeling,diffusion
[67] diffusion,innovations
[67] innovations,neo4j

Top Word Pairs in Tweet in G6:
[30] microservices,practice
[30] practice,developing
[30] developing,instagram
[19] instagram,clone
[15] clone,graph
[13] graph,service
[10] service,amr
[6] amr,khaled
[6] khaled,#java
[6] javinpaul,microservices

Top Word Pairs in Tweet in G7:
[13] another,steady
[13] steady,day
[13] day,progress
[13] progress,development
[13] development,many
[13] many,things
[13] things,26
[13] 26,100
[13] 100,#100daysofcode
[12] #100daysofcode,#java

Top Word Pairs in Tweet in G8:
[23] wi,fi
[23] fi,data
[23] turns,find
[23] find,pretty
[23] pretty,interesting
[23] interesting,patterns
[23] patterns,wi
[23] data,using
[23] using,ksqldb
[23] ksqldb,elastic

Top Word Pairs in Tweet in G9:
[12] neo4j,docker
[12] working,butt
[11] butt,refactor
[11] refactor,apps
[11] apps,porting
[11] porting,golang
[11] golang,python
[11] python,seeing
[11] seeing,vast
[11] vast,improvements

Top Word Pairs in Tweet in G10:
[3] stanfordで行われているknowledge,graphの講座
[3] graphの講座,体系的なコースというよりは様々なトピックのアラカルトになっていて
[3] 体系的なコースというよりは様々なトピックのアラカルトになっていて,neo4j
[3] neo4j,グラフdb
[3] グラフdb,や実用の知識グラフで問題になる不完全edgeの補完
[3] icoxfog417,stanfordで行われているknowledge
[3] や実用の知識グラフで問題になる不完全edgeの補完,トリプルのembeddingや強化学

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@mesirii
@cyb3rward0g
@vrandezo
@pvineetha
@joshdmiller
@cjisalock
@andreaskuczera
@arch_sw
@14_15_puzzle

Top Replied-To in G1:
@neo4j
@cjisalock
@arch_sw
@hyparaec
@mojitmj
@infiniaml
@krider2010
@neo4jcommunityq
@stasklymenko
@arquitextonica

Top Replied-To in G2:
@vrandezo
@memgraphdb
@2020_developer
@jimwebber

Top Replied-To in G3:
@mesirii
@neo4j
@joshdmiller
@andreaskuczera
@karinwolok
@ellazal
@14_15_puzzle
@lyonwj
@devskilldojo
@davefauth

Top Replied-To in G4:
@cyb3rward0g
@h1l021
@daniel_infosec

Top Replied-To in G7:
@wellpaidgeek

Top Replied-To in G9:
@neo4j
@led02plus
@onyame

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@gp_pulipaka
@cyb3rward0g
@karinwolok
@medium
@mesirii
@lyonwj
@4ndreribeiro
@nav_mathur
@alessandronegro

Top Mentioned in G1:
@neo4j
@nsf
@mesirii
@twitch
@nav_mathur
@arch_sw
@medium
@amyhodler
@karinwolok
@ellazal

Top Mentioned in G2:
@neo4j
@gp_pulipaka
@alessandronegro
@manningbooks
@lancewalter
@nav_mathur
@enzozaw
@medium
@aliciaframe1
@tdatascience

Top Mentioned in G3:
@neo4j
@karinwolok
@lyonwj
@rotnroll666
@mesirii
@mdavidallen
@ellazal
@csharpcorner
@medium
@nsmith_piano

Top Mentioned in G4:
@cyb3rward0g
@taso_x
@rimpq
@neo4j
@bsidesath
@hunterplaybook

Top Mentioned in G6:
@javinpaul
@dormoshe
@duomly
@thepracticaldev
@blanchonvincent
@habbeboy
@neo4j
@golangtrends
@lpl

Top Mentioned in G7:
@gp_pulipaka
@4ndreribeiro
@engelsmatthias
@neo4j
@cleancoder85
@geoffreymahugu
@joaofse
@js_var
@zaksql
@javinpaul

Top Mentioned in G8:
@neo4j
@bachmanm
@tryhume
@ksqldb
@elastic
@rmoff
@luannem
@miromarchi
@graph_aware

Top Mentioned in G9:
@neo4j
@github
@docker
@monzo
@gitlab
@golang
@rustlang
@raybernard007
@dlr_software
@coronawarnapp

Top Mentioned in G10:
@icoxfog417

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@javascriptd
@chidambara09
@cybersec_feeds
@aaroncuddeback
@sudipdasin
@thomasclone
@rosenchild
@codernotesbot
@itknowingness

Top Tweeters in G1:
@openmarketingtv
@parvez1
@forbes
@thecuriousluke
@linuxmil
@greentechdon
@heiseonline
@theregister
@kellenbergerz
@__farouq

Top Tweeters in G2:
@sectest9
@chidambara09
@rosenchild
@itknowingness
@justbementalist
@llnuxbot
@cybersecurityn8
@websecurityit
@hectorsmx
@dataaugmented

Top Tweeters in G3:
@femtech_
@learn__together
@womencodersbot
@fmfrancoise
@jsnewsbot
@sachatb
@harishchand314
@jameschurchman
@nvsdata
@grjenkin

Top Tweeters in G4:
@cybersec_feeds
@securityblog
@parkerrm39
@askme2022
@offethhacker
@malwaredev
@maarten_goet
@thb_stx
@0x_saudi
@di993r

Top Tweeters in G5:
@sudipdasin
@m157q_news_rss
@call_user_func
@trumpathon
@suriyasubraman
@vrklvch
@cybersecboardrm
@showhndaily
@anandpassion
@python_jobs

Top Tweeters in G6:
@cool_golang
@blaizedsouza
@josephp79752742
@thepracticaldev
@javinpaul
@gowthamsadasiva
@datiobd
@thestartup_
@jeremycmorgan
@itsraghz

Top Tweeters in G7:
@javascriptd
@aaroncuddeback
@codernotesbot
@taieb_bot
@xaelbot
@codedailybot
@100xcode
@redianbot
@nlognbot
@altbot4

Top Tweeters in G8:
@rmoff
@zkancs
@werwowiewarum
@ikwattro
@carloslannister
@elastic
@todobi_os
@suman_1983
@bbejeck
@javergar

Top Tweeters in G9:
@monkchips
@monzo
@cloudflare
@gitlab
@docker
@rustlang
@metaswitch
@rathiankit
@onyame
@github

Top Tweeters in G10:
@_329_
@morioka
@fbwm8888
@oregakitaworld
@icoxfog417
@mikikusu
@mamii0718
@samurairodeo
@ko_ash
@213r