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neo4j_2021-01-25_22-16-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 26, 2021
Short Description:
neo4j via NodeXL https://bit.ly/36avOuY
@neo4j
@gp_pulipaka
@barrasadv
@craigmullins
@danielcfng
@ipythonistabot
@kirkdborne
@ingliguori
@sheraj99
@epuujee

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

Description:
Description
The graph represents a network of 745 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, 26 January 2021 at 06:17 UTC.

The requested start date was Tuesday, 26 January 2021 at 01:01 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 11-day, 2-hour, 10-minute period from Tuesday, 12 January 2021 at 02:49 UTC to Saturday, 23 January 2021 at 05:00 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


Overall Graph Metrics
Vertices : 745
Unique Edges : 747
Edges With Duplicates : 2158
Total Edges : 2905
Number of Edge Types : 5
Mentions : 501
MentionsInRetweet : 1313
Retweet : 742
Tweet : 222
Replies to : 127
Self-Loops : 232
Reciprocated Vertex Pair Ratio : 0.0512630014858841
Reciprocated Edge Ratio : 0.0975265017667845
Connected Components : 81
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 580
Maximum Edges in a Connected Component : 2691
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.050578
Graph Density : 0.00255286136970484
Modularity : 0.356641
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 745 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, 26 January 2021 at 06:17 UTC.

The requested start date was Tuesday, 26 January 2021 at 01:01 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 11-day, 2-hour, 10-minute period from Tuesday, 12 January 2021 at 02:49 UTC to Saturday, 23 January 2021 at 05:00 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 : 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:
[26] https://arrows.app/
[15] https://www.imaginea.com/building-graphql-api-with-spring-boot-neo4j-and-kong-part-1/
[14] https://neo4j.com/blog/enterprise-fraud-detection/?ref=social-blog
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245965
[13] https://neo4j.com/blog/announcing-new-introduction-to-neo4j-4-x-online-training-courses/?ref=social-blog
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246008
[11] https://towardsdatascience.com/finding-synergies-with-network-analysis-using-neo4j-to-identify-the-best-pok%C3%A9mon-teams-4ff89e791671?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[10] https://www.youtube.com/watch?t=90&v=1B1n38WmBm8&feature=youtu.be
[10] http://www.odbms.org/2021/01/on-graph-databases-qa-with-jim-webber/
[9] https://towardsdatascience.com/hdbscan-clustering-with-neo4j-57e0cec57560?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[15] https://www.imaginea.com/building-graphql-api-with-spring-boot-neo4j-and-kong-part-1/
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245965
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246008
[9] https://neo4j.com/blog/enterprise-fraud-detection/?ref=social-blog
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243904
[4] http://www.odbms.org/2021/01/on-graph-databases-qa-with-jim-webber/
[3] https://neo4j.com/blog/deciphering-product-dna-next-level-pdm-with-ai-knowledge-graphs/
[2] https://www.linkedin.com/slink?code=dzcfUK8
[2] https://hackernoon.com/the-future-of-data-a-decentralized-graph-database-bbb668715bd1
[2] https://towardsdatascience.com/introduction-to-deepminds-graph-nets-b389430476fd?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[21] https://arrows.app/
[10] https://neo4j.com/blog/announcing-new-introduction-to-neo4j-4-x-online-training-courses/?ref=social-blog
[7] https://neo4j.com/blog/mapping-iot-to-the-graph-5-minute-interview-with-per-gyllstrom/?ref=social-blog
[7] https://link.medium.com/x5n5W3Wk2cb
[6] https://towardsdatascience.com/hdbscan-clustering-with-neo4j-57e0cec57560?source=social.tw
[5] https://neo4j.com/blog/graph-data-platforms-collections-vs-connections/?ref=social-blog
[5] https://medium.com/neo4j/drawing-graphs-with-arrows-app-ee5735caa04d
[4] https://neo4j.com/blog/enterprise-fraud-detection/?ref=social-blog
[4] https://neo4j.com/blog/driving-innovation-and-powering-advanced-analytics-with-neo4j/?ref=social-blog
[4] https://neo4j.com/developer/dotnet/

Top URLs in Tweet in G3:
[10] https://www.youtube.com/watch?t=90&v=1B1n38WmBm8&feature=youtu.be
[6] http://www.odbms.org/2021/01/on-graph-databases-qa-with-jim-webber/
[4] https://towardsdatascience.com/finding-synergies-with-network-analysis-using-neo4j-to-identify-the-best-pok%C3%A9mon-teams-4ff89e791671?source=rss----7f60cf5620c9---4&utm_source=twitter&utm_medium=social&utm_campaign=dlvr_it
[2] https://neo4j.com/blog/announcing-new-introduction-to-neo4j-4-x-online-training-courses/?ref=social-blog
[1] https://neo4j.com/developer/dotnet/
[1] https://www.liquigraph.org/
[1] https://www.meetup.com/Neo4j-Online-Meetup/events/275841229/
[1] http://www.arrow.com
[1] https://neo4j.com/labs/helm
[1] https://neo4j.com/developer/js-movie-app/

Top URLs in Tweet in G4:
[4] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhdbscan-clustering-with-neo4j-57e0cec57560
[2] https://github.com/marketplace/actions/setup-neo4j-with-apoc-for-testing
[2] https://neo4j.com/blog/enterprise-fraud-detection/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=top-10-graph-database-use-cases-fraud-detection-httpgaggl3-2846970
[2] https://neo4j.com/blog/announcing-new-introduction-to-neo4j-4-x-online-training-courses/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=announcing-new-introduction-to-neo4j-4x-online-training-courses-2837715
[2] https://neo4j.com/blog/mapping-iot-to-the-graph-5-minute-interview-with-per-gyllstrom/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=mapping-iot-to-the-graph-5-minute-interview-with-per-gyllstrom-2845825
[2] https://metacpan.org/release/MAJENSEN/Neo4j-Bolt-0.4201
[2] https://metacpan.org/release/AJNN/Neo4j-Types-1.00
[2] https://neighborwebsj.com/uncategorized/1634461/graph-database-market-landscape-2021-ibm-microsoft-oracle-aws-neo4j/?utm_source=dlvr.it&utm_medium=twitter
[2] https://neo4j.com/graphacademy/online-training/introduction-to-neo4j/?ref=social-camp

Top URLs in Tweet in G6:
[4] http://www.arrow.com
[3] https://arrows.app/
[2] https://neo4j.com/blog/this-week-in-neo4j-drawing-graphs-with-arrows-app-graphsage-parsing-importing-xml/?ref=twitter#features-2
[1] https://twitter.com/neo4j/status/1349508027217571843
[1] https://link.medium.com/yI3UIYkfZcb
[1] https://medium.com/neo4j/drawing-graphs-with-arrows-app-ee5735caa04d
[1] https://figshare.com/collections/Throughput_Database_Snapshots/5075912
[1] https://github.com/throughput-ec
[1] https://neo4j.com/blog/introducing-graph-databases-for-dummies/?ref=social-blog
[1] https://neo4j.com/blog/the-neo4j-bi-connector-performance/?ref=social-blog

Top URLs in Tweet in G7:
[2] https://jbarrasa.com/2021/01/19/quickgraph14-using-rdf-with-neo4j/
[2] https://jbarrasa.com/2021/01/22/quickgraph15-analysing-the-structured-data-embedded-in-web-pages/
[1] https://www.meetup.com/Neo4j-Online-Meetup/events/273450095/
[1] https://online-learning.tdwi.org/courses/nosql-bootcamp-hands-on-with-mongodb-and-neo4j-2020q4

Top URLs in Tweet in G9:
[5] 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
[4] https://towardsdatascience.com/approximating-neo4js-betweenness-centrality-scores-the-need-for-speed-27371d37a559?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[3] https://towardsdatascience.com/hdbscan-clustering-with-neo4j-57e0cec57560?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[3] https://towardsdatascience.com/finding-synergies-with-network-analysis-using-neo4j-to-identify-the-best-pok%C3%A9mon-teams-4ff89e791671?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[2] https://towardsdatascience.com/latest-picks-hdbscan-clustering-with-neo4j-792cf650730d?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.linkedin.com/slink?code=dzcfUK8
[1] https://neo4j.com/graph-data-science-for-dummies/?ref=social-camp
[1] https://b.hatena.ne.jp/-/redirect?code=5e503b6777212f555e203b6777203f5577212f555e213b59&location_id=4697050180065845314&signature=0ff15bd70e73f0d3e9685e26109983a01572ee5ba33fe2e583399f33458dc334
[1] https://www.linkedin.com/slink?code=evvZ_Gd
[1] https://www.linkedin.com/slink?code=ecjcuWv

Top URLs in Tweet in G10:
[5] https://www.meetup.com/Java-User-Group-Tirana/events/275704693/
[2] https://github.com/infinispan/infinispan-quarkus/issues/44#issuecomment-760142208
[1] https://github.com/michael-simons/neo4j-polyglot-stored-procedures
[1] https://github.com/infinispan/infinispan-quarkus/issues/44#issuecomment-762169563

Top Domains
Top Domains in Tweet in Entire Graph:
[181] neo4j.com
[50] towardsdatascience.com
[40] medium.com
[37] nodexlgraphgallery.org
[27] arrows.app
[23] github.com
[20] linkedin.com
[19] twitter.com
[16] youtube.com
[15] meetup.com

Top Domains in Tweet in G1:
[37] nodexlgraphgallery.org
[16] neo4j.com
[15] imaginea.com
[7] towardsdatascience.com
[6] linkedin.com
[4] odbms.org
[3] twitter.com
[3] meetup.com
[2] hackernoon.com
[2] ai-summary.com

Top Domains in Tweet in G2:
[123] neo4j.com
[29] medium.com
[22] arrows.app
[8] towardsdatascience.com
[7] startup.jobs
[6] github.com
[5] twitter.com
[4] meetup.com
[4] stackoverflow.com
[4] versicherungsbetriebe.de

Top Domains in Tweet in G3:
[12] neo4j.com
[11] youtube.com
[7] towardsdatascience.com
[6] odbms.org
[3] github.com
[2] reddit.com
[2] twitter.com
[1] liquigraph.org
[1] meetup.com
[1] arrow.com

Top Domains in Tweet in G4:
[16] neo4j.com
[4] twitter.com
[4] linkedin.com
[4] medium.com
[4] github.com
[4] metacpan.org
[2] towardsdatascience.com
[2] google.com
[2] javacodegeeks.com
[2] neighborwebsj.com

Top Domains in Tweet in G6:
[4] arrow.com
[4] neo4j.com
[3] arrows.app
[2] medium.com
[1] twitter.com
[1] figshare.com
[1] github.com

Top Domains in Tweet in G7:
[4] jbarrasa.com
[1] meetup.com
[1] tdwi.org

Top Domains in Tweet in G9:
[12] towardsdatascience.com
[5] co.jp
[5] linkedin.com
[1] neo4j.com
[1] ne.jp
[1] nytimes.com
[1] youtube.com
[1] brighttalk.com

Top Domains in Tweet in G10:
[5] meetup.com
[4] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[444] neo4j
[261] datascience
[224] analytics
[222] bigdata
[210] machinelearning
[206] ai
[187] iot
[180] iiot
[80] python
[69] nosql



Top Hashtags in Tweet in G1:
[258] neo4j
[225] datascience
[213] bigdata
[210] analytics
[198] machinelearning
[193] ai
[178] iot
[177] iiot
[73] python
[60] nosql

Top Hashtags in Tweet in G2:
[104] neo4j
[34] graphdatabase
[30] graphdatabases
[19] twin4j
[16] graphtechnology
[13] graphdatascience
[13] cypher
[12] datascience
[11] frauddetection
[9] graphacademy

Top Hashtags in Tweet in G3:
[13] neo4j
[11] blazor
[8] csss
[6] typescript
[6] graphdatabases
[5] parler
[4] datascience
[2] python
[2] bigdata
[2] analytics

Top Hashtags in Tweet in G4:
[8] neo4j
[3] graphdatabases
[2] datascience
[2] graph
[2] java
[1] knaxus
[1] parler
[1] recrutement
[1] entreprises
[1] emploi

Top Hashtags in Tweet in G6:
[8] neo4j
[3] twin4j
[2] graphalgorithms
[2] apachespark
[1] grandstack
[1] bitooling
[1] neo4jmonitoringtool

Top Hashtags in Tweet in G7:
[19] neo4j
[14] neosemantics
[13] rdfstar
[3] rdf
[2] certificatecourse
[2] nosql
[2] mongodb
[1] knowledgegraph
[1] nosqlplatforms
[1] tdwionlinelearning

Top Hashtags in Tweet in G8:
[1] ff
[1] database
[1] cassandra

Top Hashtags in Tweet in G9:
[10] getmoreinsights
[7] neo4j
[7] coolerdata
[7] data
[4] datascience
[4] analysis
[4] statistics
[3] python
[3] socialmedia
[2] graphdatascience

Top Hashtags in Tweet in G10:
[2] neo4j
[1] spring
[1] reactive
[1] java
[1] developers
[1] albania
[1] graalvm
[1] quarkus

Top Words
Top Words in Tweet in Entire Graph:
[770] neo4j
[443] #neo4j
[329] graph
[302] data
[261] #datascience
[224] #analytics
[222] #bigdata
[210] #machinelearning
[206] #ai
[187] #iot

Top Words in Tweet in G1:
[258] #neo4j
[225] #datascience
[213] #bigdata
[210] #analytics
[198] #machinelearning
[193] #ai
[182] gp_pulipaka
[178] #iot
[177] #iiot
[170] data

Top Words in Tweet in G2:
[302] neo4j
[151] graph
[103] #neo4j
[76] data
[49] databases
[41] using
[41] free
[39] graphs
[34] #graphdatabase
[32] online

Top Words in Tweet in G3:
[98] neo4j
[28] jimwebber
[25] using
[22] technige
[21] graph
[20] going
[17] shortly
[17] recruiting
[17] team
[17] colleague

Top Words in Tweet in G4:
[40] neo4j
[25] graph
[12] algorithms
[8] #neo4j
[7] use
[7] database
[6] using
[5] nosql
[5] data
[5] apache

Top Words in Tweet in G5:
[29] back
[28] miss
[28] cymbal
[28] thinking
[28] bringing
[28] need
[28] help
[28] looking
[28] experienced
[28] backend

Top Words in Tweet in G6:
[26] neo4j
[11] apcj
[8] #neo4j
[7] throughputdb
[6] irfannuri
[5] re3data
[5] github
[5] gitlab
[5] bitbucket
[5] work

Top Words in Tweet in G7:
[19] barrasadv
[19] #neo4j
[19] neo4j
[18] rdf
[16] quickgraph
[14] share
[14] using
[14] check
[14] #neosemantics
[13] latest

Top Words in Tweet in G8:
[8] help
[6] mongodb
[5] mysql
[5] postgresql
[5] cassandra
[5] elasticsearch
[5] neo4j
[4] sqlserver
[4] wcpreston
[4] need

Top Words in Tweet in G9:
[47] neo4j
[38] graph
[24] data
[24] science
[11] learning
[10] #getmoreinsights
[9] machine
[8] coolerdata
[7] latest
[7] article

Top Words in Tweet in G10:
[14] neo4j
[10] rotnroll666
[8] spring
[5] join
[5] january
[5] 21
[5] creating
[5] modular
[5] reactive
[5] database

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[209] #bigdata,#analytics
[191] #ai,#machinelearning
[188] #datascience,#ai
[180] #machinelearning,#iot
[180] #iot,#iiot
[153] #neo4j,#datascience
[152] #analytics,#neo4j
[150] future,data
[150] data,control
[150] control,ownership

Top Word Pairs in Tweet in G1:
[206] #bigdata,#analytics
[185] #datascience,#ai
[185] #ai,#machinelearning
[177] #machinelearning,#iot
[177] #iot,#iiot
[152] #neo4j,#datascience
[149] future,data
[149] data,control
[149] control,ownership
[149] ownership,#bigdata

Top Word Pairs in Tweet in G2:
[42] graph,databases
[31] graph,data
[18] data,science
[18] neo4j,great
[15] week's,#twin4j
[15] free,online
[15] online,course
[15] course,collection
[15] collection,lessons
[15] lessons,tutorials

Top Word Pairs in Tweet in G3:
[17] shortly,going
[17] going,recruiting
[17] recruiting,team
[17] team,neo4j
[17] neo4j,colleague
[17] colleague,technige
[17] technige,helpfully
[17] helpfully,created
[17] created,visual
[16] jimwebber,shortly

Top Word Pairs in Tweet in G4:
[9] graph,algorithms
[7] graph,database
[4] neo4j,graph
[4] o'reilly,graph
[4] algorithms,book
[4] examples,use
[4] use,graph
[4] algorithms,apache
[4] apache,spark
[4] spark,neo4j

Top Word Pairs in Tweet in G5:
[28] miss,cymbal
[28] cymbal,thinking
[28] thinking,bringing
[28] bringing,back
[28] back,need
[28] need,help
[28] help,looking
[28] looking,experienced
[28] experienced,backend
[28] backend,developer

Top Word Pairs in Tweet in G6:
[6] apcj,irfannuri
[5] throughputdb,re3data
[5] re3data,github
[5] github,gitlab
[5] gitlab,bitbucket
[5] earthcube,nsf
[5] nsf,neo4j
[4] bitbucket,work
[4] work,funded
[4] funded,earthcube

Top Word Pairs in Tweet in G7:
[14] using,rdf
[14] rdf,neo4j
[13] latest,quickgraph
[13] quickgraph,#14
[13] #14,using
[13] neo4j,check
[13] check,share
[13] share,#rdfstar
[13] #rdfstar,#neo4j
[13] #neo4j,#neosemantics

Top Word Pairs in Tweet in G8:
[5] postgresql,mongodb
[5] mongodb,cassandra
[5] cassandra,elasticsearch
[4] elasticsearch,neo4j
[4] need,help
[3] mysql,sqlserver
[3] sqlserver,db2world
[3] db2world,postgresql
[3] please,dm
[2] wcpreston,mysql

Top Word Pairs in Tweet in G9:
[24] data,science
[18] graph,data
[10] neo4j,graph
[9] machine,learning
[7] #getmoreinsights,#coolerdata
[7] #coolerdata,#data
[6] science,library
[5] neo4j,leader
[5] leader,graph
[5] graph,technology

Top Word Pairs in Tweet in G10:
[5] join,january
[5] january,21
[5] 21,creating
[5] creating,modular
[5] modular,reactive
[5] reactive,database
[5] database,access
[5] access,layer
[5] layer,spring
[5] spring,privileged

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@mdavidallen
@steve_yang331
@jimwebber
@0x15f
@sharkey
@alisalih
@ruamentalist
@olivierrossel
@codexeditor

Top Replied-To in G1:
@fmfrancoise

Top Replied-To in G2:
@neo4j
@0x15f
@steve_yang331
@alisalih
@ruamentalist
@olivierrossel
@kwaku_mikey
@twitchbizcoach
@threepointone
@mstrofbass

Top Replied-To in G3:
@neo4j
@mdavidallen
@sharkey
@jimwebber
@mesirii
@mastertaite
@joncanning
@devlead
@alex_lowe_gbc
@sinabooeshaghi

Top Replied-To in G6:
@codexeditor
@throughputdb
@neo4j
@michaeldgrahams
@steve_yang331
@markhneedham

Top Replied-To in G7:
@olafhartig

Top Replied-To in G8:
@shirleman
@wcpreston
@nosqlknowhow

Top Replied-To in G10:
@technige
@jimwebber
@borkdude
@rotnroll666

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@gp_pulipaka
@kirkdborne
@sheraj99
@ingliguori
@doxyaxone
@jimwebber
@danielcfng
@salhaj
@craigmullins

Top Mentioned in G1:
@gp_pulipaka
@neo4j
@kirkdborne
@ingliguori
@sheraj99
@doxyaxone
@danielcfng
@salhaj
@craigmullins
@_javelynn_

Top Mentioned in G2:
@neo4j
@nsmith_piano
@tdatascience
@medium
@st3llasia
@mquinsland
@0x15f
@barrasadv
@lyonwj
@apcj

Top Mentioned in G3:
@neo4j
@jimwebber
@technige
@adamcowley
@mesirii
@ellazal
@bellingcat
@odbmsorg
@sinabooeshaghi
@cskardon

Top Mentioned in G5:
@cymbalfm

Top Mentioned in G6:
@neo4j
@apcj
@irfannuri
@throughputdb
@re3data
@github
@gitlab
@bitbucket
@earthcube
@nsf

Top Mentioned in G7:
@barrasadv
@aaranged
@tdwi
@neo4j

Top Mentioned in G8:
@sqlserver
@mysql
@postgresql
@mongodb
@wcpreston
@db2world
@cassandra
@elasticsearch
@neo4j
@patrickmcfadin

Top Mentioned in G9:
@neo4j
@coolerdata
@sachinb33296692
@bookloveru2
@aliciaframe1
@nsmith_piano
@amyhodler
@rrrouyer
@bigdata_ldn
@satomakoto14

Top Mentioned in G10:
@rotnroll666
@neo4j
@infinispan
@jugtirana
@galderz
@springbootbuch
@jimwebber
@technige
@maciejwalkowiak
@meistermeier

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@femtech_
@xaelbot
@indiatoday
@codedailybot
@codegnuts
@cybersecurityn8
@_l17r_

Top Tweeters in G1:
@sectest9
@chidambara09
@femtech_
@xaelbot
@indiatoday
@codedailybot
@codegnuts
@llnuxbot
@channelnewsasia
@thedeveloperbot

Top Tweeters in G2:
@cybersec_feeds
@cybersecurityn8
@entwistletx
@stackdevjobs
@designthinkbot
@doinabadescu
@acertijo
@grjenkin
@carmenstanescu2
@iot_technojeder

Top Tweeters in G3:
@nvsdata
@technige
@webanalyste
@devlead
@dave_stein
@cont_learn
@scibot6
@odbmsorg
@arescout
@fbiville

Top Tweeters in G4:
@perlnews
@cpan_new
@realgophersship
@pottersys
@lgrindler
@javacodegeeks
@jreuben1
@mygval
@databasewatch
@databaseshare

Top Tweeters in G5:
@jakeandhispain
@morningsbell
@_wasabipapi_
@ihateeveryone98
@artvjon
@coneyallen
@ohcompassion
@256pi
@iheartophelia
@mrtncrls

Top Tweeters in G6:
@ricardo_ik_ahau
@financialtimes
@gitlab
@figshare
@jeromehardaway
@markhneedham
@kurtkemple
@nsf
@sjgoring
@nugrohokhoironi

Top Tweeters in G7:
@kozo2
@danbri
@aaranged
@tdwi
@philbarker
@giorgialodi
@pgroth
@timathom
@desemboltura
@raqueltl_gl

Top Tweeters in G8:
@trippbraden
@shirleman
@tsar_aleksey
@teradata
@filemakertoday
@mongodb
@n
@sqlserver
@wcpreston
@oracledatabase

Top Tweeters in G9:
@ml_tweet_bot
@epuujee
@blkhwk0ps
@datapronetwork
@bantamcitygames
@py_data_sci
@sigularityhub
@bookloveru2
@emileifrem
@coolerdata

Top Tweeters in G10:
@borkdude
@rotnroll666
@lasombra_br
@gregturn
@nmcl
@galderz
@billykorando
@maciejwalkowiak
@sannegrinovero
@gernotstarke


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