neo4j, Twitter, 4/19/2022 3:48:31 PM, 275082


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neo4j_2022-04-18_22-31-36.xlsx
neo4j_2022-04-18_22-31-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2022
Short Description:
neo4j via NodeXL https://bit.ly/3EsBY9K
@neo4j
@icijorg
@this0499154500
@gp_pulipaka
@py_data_sci
@giovaniimateo
@craigmullins
@_msw_
@mesirii
@couchbase

Top hashtags:
#neo4j
#graphdatabase
#panamapapers
#datascience
#pandorapapers
#machinelearning
#analytics

Description:
Description
The graph represents a network of 1,227 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, 19 April 2022 at 05:33 UTC.

The requested start date was Tuesday, 19 April 2022 at 00:01 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 13-day, 23-hour, 2-minute period from Tuesday, 05 April 2022 at 00:42 UTC to Monday, 18 April 2022 at 23:44 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 : 1227
Unique Edges : 1036
Edges With Duplicates : 2788
Total Edges : 3824
Number of Edge Types : 5
Retweet : 967
MentionsInRetweet : 1387
Replies to : 305
Mentions : 844
Tweet : 321
Self-Loops : 354
Reciprocated Vertex Pair Ratio : 0.0397091722595078
Reciprocated Edge Ratio : 0.0763851533082302
Connected Components : 160
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 992
Maximum Edges in a Connected Component : 3566
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.793914
Graph Density : 0.00123578909022258
Modularity : 0.371695
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,227 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, 19 April 2022 at 05:33 UTC.

The requested start date was Tuesday, 19 April 2022 at 00:01 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 13-day, 23-hour, 2-minute period from Tuesday, 05 April 2022 at 00:42 UTC to Monday, 18 April 2022 at 23:44 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:
[32] https://okt.to/NhrRfW
[11] https://www.infoworld.com/article/3656699/neo4js-new-aurads-brings-managed-data-science-services-to-google-cloud.html
[10] https://inspired-graph.herokuapp.com/3d/
[10] 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
[7] https://okt.to/6GJluK
[7] https://neo4j.com/blog/certified-neo4j-professional-t-shirts-are-back/?ref=social-team
[7] https://neo4j.com/blog/introducing-graph-data-science-2-0-aurads/
[7] https://twitter.com/neo4j/status/1314024715585871873
[7] https://twitter.com/neo4j/status/1513864788522196993
[6] https://graphacademy.neo4j.com

Top URLs in Tweet in G1:
[17] https://okt.to/NhrRfW
[10] https://inspired-graph.herokuapp.com/3d/
[5] https://neo4j.com/blog/certified-neo4j-professional-t-shirts-are-back/?ref=social-team
[5] https://okt.to/6GJluK
[5] https://okt.to/8xzW6N
[4] https://graphacademy.neo4j.com
[4] https://neo4j.com
[3] https://neo4j.com/graphacademy/online-training/introduction-to-neo4j-40/
[2] https://okt.to/3Zn2bU
[2] https://neo4j.com/graphacademy/online-training/introduction-to-neo4j/?ref=social-camp

Top URLs in Tweet in G2:
[6] https://twitter.com/neo4j/status/1314024715585871873
[2] https://go.theregister.com/feed/www.theregister.com/2022/04/02/court_neo4j_ruling/?utm_source=dlvr.it&utm_medium=twitter
[2] https://techcrunch.com/2022/04/05/google-databricks-fivetran-redis-and-others-launch-the-data-cloud-alliance/
[2] https://www.tecnoempleo.com/fullstack-engineer-madrid/ux-ui-rest-api-microservices-nosql-mongodb-neo4j/rf-d9ff0e0b1795a2624fxd?utm_source=busq_contextual&utm_medium=twitter
[2] https://towardsdatascience.com/building-a-simple-recommendation-engine-in-neo4j-45770d8747eb?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fbuilding-a-simple-recommendation-engine-in-neo4j-45770d8747eb%3Fsource%3Drss----7f60cf5620c9---4
[2] https://venturebeat.com/2022/04/12/graph-data-science-what-you-need-to-know/
[2] https://www.dbta.com/Editorial/News-Flashes/Neo4j-Debuts-Graph-Data-Science-as-a-Service-152385.aspx?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.theregister.com/2022/04/12/pythons_strangle_hold_in_data/
[2] https://itbrief.com.au/story/neo4j-announces-availability-of-graph-analytics-workspace

Top URLs in Tweet in G3:
[1] https://neo4j.com/webinars/
[1] https://neo4j.com/webinars/?gclid=CjwKCAjw3cSSBhBGEiwAVII0Z52czx95O9Kwad2s8ywBNLeER7KzGvPKYddW96-1JmPrubTQHm191hoCeAwQAvD_BwE
[1] https://go.neo4j.com/wbr-220412-linkurious-and-icij-apac.html
[1] https://go.neo4j.com/wbr-220412-linkurious-and-icij-emea.html
[1] https://go.neo4j.com/wbr-220412-linkurious-and-icij.html
[1] https://github.com/tomasonjo/blogs
[1] https://okt.to/nu67Y3
[1] https://okt.to/RhyMEl
[1] https://okt.to/mvZJ2y
[1] https://okt.to/WaNIKY

Top URLs in Tweet in G4:
[4] https://twitter.com/neo4j/status/1513864788522196993
[3] https://okt.to/NhrRfW
[2] https://graphacademy.neo4j.com
[2] https://www.meetup.com/Neo4j-Online-Meetup/events/284679765/
[2] https://graphacademy.neo4j.com/categories/data-scientist/
[2] https://graphacademy.neo4j.com/courses/app-java/
[2] https://neo4j.com/blog/certified-neo4j-professional-t-shirts-are-back/?ref=social-team
[2] https://okt.to/6GJluK
[2] https://neo4j.com/docs/graphql-manual/3.0/
[2] https://guides.emberjs.com/

Top URLs in Tweet in G5:
[3] https://siliconangle.com/2022/04/12/neo4j-introduces-managed-graph-service-data-scientists/
[3] https://itsocial.fr/actualites/graph-data-science-de-neo4j-passe-en-mode-saas-sous-le-nom-daurads/
[2] https://okt.to/NhrRfW
[1] https://neo4j.com/blog/introducing-graph-data-science-2-0-aurads/?linkId=8053992
[1] https://okt.to/Z2mdxl
[1] https://okt.to/1gxatc
[1] https://okt.to/eWVuHO
[1] https://okt.to/bQeZ53
[1] https://okt.to/j1xacF
[1] https://okt.to/I0HgCx

Top URLs in Tweet in G6:
[8] 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
[6] https://towardsdatascience.com/building-a-simple-recommendation-engine-in-neo4j-45770d8747eb
[5] https://okt.to/NhrRfW
[3] https://news.google.com/__i/rss/rd/articles/CBMiXGh0dHBzOi8vd3d3LmRhdGFuYW1pLmNvbS8yMDIyLzA0LzEyL25lbzRqLWRyaXZlcy1zaW1wbGljaXR5LXdpdGgtZ3JhcGgtZGF0YS1zY2llbmNlLXJlZnJlc2gv0gEA?oc=5
[3] https://neo4j.com/blog/introducing-graph-data-science-2-0-aurads/
[2] https://itbrief.com.au/story/neo4j-announces-availability-of-graph-analytics-workspace
[2] https://neurons.ai/blog/news-stories/pythons-stranglehold-in-data-science-pushes-neo4j-to-cloud-the-register/
[2] https://www.alitech.thats.im/pythons-stranglehold-in-data-science-pushes-neo4j-to-cloud-the-register/
[2] https://lobste.rs/s/lhzp2f
[2] https://www.theregister.com/2022/04/12/pythons_strangle_hold_in_data/

Top URLs in Tweet in G7:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274335
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274745
[1] https://github.com/idnahacks/GoodHound
[1] https://sfconservancy.org/blog/2022/mar/30/neo4j-v-purethink-open-source-affero-gpl/

Top URLs in Tweet in G8:
[6] https://t.ly/7Tr1
[3] https://neo4j.com/docs/graph-data-science/current/python-client/
[3] https://github.com/stellasia/pygds
[2] https://okt.to/NhrRfW
[2] 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
[2] https://www.youtube.com/watch?t=693&v=Zkgu7YauOfs&feature=youtu.be
[1] https://neo4j.com/blog/introducing-graph-data-science-2-0-aurads/
[1] https://t.ly/Aiiw
[1] https://www.meetup.com/data-umbrella/events/284764217/
[1] https://devpost.com/software/neomap-m4xcju

Top URLs in Tweet in G9:
[1] https://twitter.com/ahidalgosre/status/1515061310249177094
[1] https://twitter.com/kgconference/status/1514257303003971596
[1] https://twitter.com/KGConference/status/1511403847536848904
[1] https://neo4j.com/product/cypher/

Top URLs in Tweet in G10:
[1] https://medium.com/neo4j/a-market-for-matches-finding-prices-with-neo4j-71ab085f8cd2
[1] https://jobs.lever.co/neo4j/7529aeb6-dafa-4908-8635-f9f242f19e57
[1] https://twitter.com/neo4j/status/1513864788522196993
[1] https://neo4j.com/blog/introducing-graph-data-science-2-0-aurads/
[1] https://itdigest.com/news/introducing-neo4j-graph-data-science-as-a-service/
[1] https://martech360.com/tech-analytics/cloud-platform/introducing-neo4j-graph-data-science-as-a-service/
[1] https://twitter.com/benborges_/status/1509608039434829830
[1] https://docs.aws.amazon.com/translate/latest/dg/examples-python.html

Top Domains
Top Domains in Tweet in Entire Graph:
[138] okt.to
[78] neo4j.com
[48] twitter.com
[20] github.com
[16] neurons.ai
[14] towardsdatascience.com
[14] infoworld.com
[14] medium.com
[13] youtube.com
[12] google.com

Top Domains in Tweet in G1:
[68] okt.to
[24] neo4j.com
[11] twitter.com
[10] herokuapp.com
[8] startup.jobs
[3] fiverr.com
[3] theregister.com
[2] datastorageasean.com
[2] datanami.com
[2] youtube.com

Top Domains in Tweet in G2:
[13] twitter.com
[8] neo4j.com
[5] lemondeinformatique.fr
[5] google.com
[4] theregister.com
[3] com.au
[3] techcrunch.com
[3] towardsdatascience.com
[3] infoworld.com
[3] dbta.com

Top Domains in Tweet in G3:
[27] okt.to
[6] neo4j.com
[1] github.com
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G4:
[20] neo4j.com
[10] arc.dev
[9] twitter.com
[5] okt.to
[4] stackoverflow.com
[3] youtube.com
[3] github.com
[3] gotowebinar.com
[2] meetup.com
[2] emberjs.com

Top Domains in Tweet in G5:
[14] okt.to
[6] linkedin.com
[3] siliconangle.com
[3] itsocial.fr
[2] neo4j.com
[1] zdnet.fr
[1] youtube.com
[1] worldaicannes.com
[1] medium.com
[1] datastorageasean.com

Top Domains in Tweet in G6:
[14] neurons.ai
[8] co.jp
[6] okt.to
[6] towardsdatascience.com
[4] neo4j.com
[3] twitter.com
[3] google.com
[3] thats.im
[3] theregister.com
[2] com.au

Top Domains in Tweet in G7:
[3] nodexlgraphgallery.org
[1] github.com
[1] sfconservancy.org

Top Domains in Tweet in G8:
[7] t.ly
[4] neo4j.com
[4] github.com
[4] disruptivetechasia.com
[3] medium.com
[2] okt.to
[2] co.jp
[2] youtube.com
[1] meetup.com
[1] devpost.com

Top Domains in Tweet in G9:
[3] twitter.com
[1] neo4j.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] medium.com
[1] lever.co
[1] neo4j.com
[1] itdigest.com
[1] martech360.com
[1] amazon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[356] neo4j
[275] graphdatabase
[148] panamapapers
[126] datascience
[72] pandorapapers
[69] machinelearning
[51] analytics
[47] bigdata
[44] ai
[43] 100daysofcode



Top Hashtags in Tweet in G1:
[209] graphdatabase
[136] panamapapers
[130] neo4j
[22] datascience
[18] 100daysofcode
[17] cypher
[12] graphalgorithms
[12] gameofthrones
[10] inspiration
[9] learning

Top Hashtags in Tweet in G2:
[22] neo4j
[8] datascience
[6] data
[6] bigdata
[4] analytics
[4] graphacademy
[4] cdo
[4] cto
[3] insights
[2] 100daysofcode

Top Hashtags in Tweet in G3:
[63] pandorapapers
[19] neo4j
[16] graphdatabase
[9] datascience
[8] fincenfiles
[4] machinelearning
[3] graphalgorithms
[3] gameofthrones
[3] knowledgegraph
[3] datavisualisation

Top Hashtags in Tweet in G4:
[41] neo4j
[18] graphacademy
[13] remotejobs
[13] database
[10] devjobs
[10] techjobs
[10] engineerjob
[10] programming
[7] java
[6] graphdatabase

Top Hashtags in Tweet in G5:
[37] neo4j
[21] waicf
[13] machinelearning
[8] datascience
[7] graphdatascience
[7] graphdatabase
[6] ai
[4] powerlifting
[4] bigdata
[3] analytics

Top Hashtags in Tweet in G6:
[56] datascience
[29] neo4j
[29] analytics
[27] machinelearning
[27] bigdata
[19] ai
[18] graphanalytics
[18] iot
[15] python
[13] intoainews

Top Hashtags in Tweet in G7:
[4] neo4j
[3] bloodhound
[2] ff
[2] database
[2] graphdatabase
[2] panamapapers
[2] datascience
[2] machinelearning
[2] foss
[1] couchbase

Top Hashtags in Tweet in G8:
[37] neo4j
[10] graphdatabase
[9] inspiredby
[9] shacl
[9] ai
[8] 100daysofcode
[8] datascience
[8] machinelearning
[7] analytics
[6] barçacádiz

Top Hashtags in Tweet in G9:
[8] crypto
[2] nyc
[1] startups
[1] dkg

Top Hashtags in Tweet in G10:
[3] informationtechnology
[3] newsmedia
[3] news
[2] digitaladvertising
[2] digitalmarketing
[2] science
[2] martech360
[1] ritikasuri
[1] itdigest

Top Words
Top Words in Tweet in Entire Graph:
[1598] neo4j
[693] data
[501] graph
[355] #neo4j
[308] today
[275] #graphdatabase
[240] something
[238] explore
[232] science
[230] try

Top Words in Tweet in G1:
[678] neo4j
[260] data
[247] today
[209] #graphdatabase
[191] something
[181] try
[179] explore
[171] graph
[159] easy
[156] set

Top Words in Tweet in G2:
[101] neo4j
[57] data
[40] graph
[34] science
[23] cloud
[21] #neo4j
[17] google
[13] aurads
[12] ãƒ
[12] service

Top Words in Tweet in G3:
[112] neo4j
[106] icijorg
[96] data
[63] #pandorapapers
[52] financial
[52] graph
[48] linkurious
[47] see
[46] learn
[45] icij

Top Words in Tweet in G4:
[242] neo4j
[51] graph
[47] data
[41] #neo4j
[39] course
[38] adamcowley
[32] mesirii
[30] jmhreif
[29] java
[29] science

Top Words in Tweet in G5:
[65] data
[54] neo4j
[37] #neo4j
[31] googlecloud
[29] graph
[21] #waicf
[17] cloud
[17] alliance
[16] evadelier
[15] science

Top Words in Tweet in G6:
[80] neo4j
[76] data
[66] science
[58] graph
[56] #datascience
[30] python
[29] #neo4j
[29] #analytics
[27] #machinelearning
[27] #bigdata

Top Words in Tweet in G7:
[16] neo4j
[5] conservancy
[4] snowflakedb
[4] craigmullins
[4] postgresql
[4] this0499154500
[4] #neo4j
[3] oracledatabase
[3] sqlserver
[3] db2zlabnews

Top Words in Tweet in G8:
[37] #neo4j
[33] neo4j
[30] data
[23] graph
[15] lyonwj
[15] science
[12] python
[12] library
[12] check
[11] using

Top Words in Tweet in G9:
[18] trac
[17] giovaniimateo
[14] graph
[11] neo4j
[10] knowledge
[9] parachain
[9] headlining
[8] undervalued
[8] crypto
[8] project

Top Words in Tweet in G10:
[37] neo4j
[25] googleai
[25] mysocalledninja
[24] azure
[24] ibmwatson
[18] 000
[13] uk_daniel_card
[11] 100
[10] lot
[10] 100mm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[232] data,science
[221] try,something
[221] something,today
[212] neo4j,try
[199] graph,data
[188] today,explore
[179] data,set
[161] easy,started
[147] set,#graphdatabase
[146] #panamapapers,data

Top Word Pairs in Tweet in G1:
[178] try,something
[178] something,today
[169] neo4j,try
[161] today,explore
[156] data,set
[147] easy,started
[138] set,#graphdatabase
[137] #graphdatabase,sandbox
[137] sandbox,easy
[136] explore,#panamapapers

Top Word Pairs in Tweet in G2:
[34] data,science
[23] graph,data
[15] google,cloud
[10] neo4j,graph
[8] aurads,neo4j
[7] ãƒ,ãƒ
[5] data,cloud
[5] cloud,alliance
[5] accenture,confluent
[5] confluent,databricks

Top Word Pairs in Tweet in G3:
[47] neo4j,linkurious
[42] #pandorapapers,data
[34] financial,secrets
[34] secrets,exposed
[34] exposed,brilliant
[34] brilliant,journalism
[34] journalism,graph
[34] graph,tech
[34] tech,see
[34] see,icijorg

Top Word Pairs in Tweet in G4:
[29] data,science
[26] graph,data
[17] mesirii,jmhreif
[16] course,alert
[16] jmhreif,neo4j
[15] building,neo4j
[15] neo4j,applications
[15] adamcowley,elainerosenberg
[14] neo4j,graph
[14] sparkjava,mesirii

Top Word Pairs in Tweet in G5:
[17] data,cloud
[17] cloud,alliance
[16] graph,data
[15] data,science
[13] excited,announce
[12] rrrouyer,evadelier
[11] alliance,googlecloud
[9] neo4j,aurads
[8] power,intelligent
[8] intelligent,apps

Top Word Pairs in Tweet in G6:
[66] data,science
[44] graph,data
[27] #analytics,#datascience
[20] announces,availability
[18] #neo4j,announces
[18] availability,#graphanalytics
[18] #graphanalytics,workspace
[18] workspace,#bigdata
[18] #bigdata,#analytics
[18] #datascience,#ai

Top Word Pairs in Tweet in G7:
[3] oracledatabase,sqlserver
[3] sqlserver,db2zlabnews
[3] db2zlabnews,mysql
[3] mysql,postgresql
[3] postgresql,mongodb
[3] mongodb,teradata
[3] teradata,filemakertoday
[3] filemakertoday,redisinc
[3] redisinc,neo4j
[3] neo4j,cassandra

Top Word Pairs in Tweet in G8:
[15] data,science
[14] graph,data
[9] going,meta
[8] really,enjoyed
[8] enjoyed,yesterday's
[8] yesterday's,going
[8] meta,lyonwj
[8] lyonwj,using
[8] using,#shacl
[8] #shacl,control

Top Word Pairs in Tweet in G9:
[10] knowledge,graph
[8] trac,undervalued
[8] undervalued,crypto
[8] crypto,project
[8] project,currently
[8] currently,market
[8] market,parachain
[8] parachain,headlining
[8] headlining,knowledge
[8] meme,coins

Top Word Pairs in Tweet in G10:
[24] googleai,azure
[24] azure,neo4j
[24] neo4j,ibmwatson
[13] uk_daniel_card,googleai
[10] mysocalledninja,uk_daniel_card
[9] 100,000
[9] 000,000
[9] 000,characters
[9] characters,seems
[9] seems,lot

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@mysocalledninja
@adamcowley
@googlecloud
@vgaltes
@jalakoo
@fbiville
@asknbid
@juliafmorgado
@crypprophet

Top Replied-To in G1:
@neo4j
@jalakoo
@lady_tchintian
@shinyzhu
@rodrigograciano
@tarajana02
@devopscoffee1
@colinwren
@musaabdulquadr2
@iam__whayup

Top Replied-To in G3:
@neo4j
@icijorg

Top Replied-To in G4:
@neo4j
@adamcowley
@fbiville
@crypprophet
@juliafmorgado
@mesirii
@ian_j_stewart
@wagenrace
@rvanbruggen
@ronhitchens

Top Replied-To in G5:
@googlecloud
@neo4j
@gerritkazmaier

Top Replied-To in G7:
@neo4j
@craigmullins
@maxmusing
@conservancy

Top Replied-To in G8:
@neo4j

Top Replied-To in G9:
@giovaniimateo
@_karenhao

Top Replied-To in G10:
@mysocalledninja
@asknbid
@archcityanon
@nsmith_piano
@baharefatemi
@michaelschramm

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@icijorg
@linkurious
@mesirii
@googlecloud
@adamcowley
@jmhreif
@googleai
@azure
@ibmwatson

Top Mentioned in G1:
@neo4j
@mesirii
@nodejs
@thatsmile9
@adamcowley
@icijorg
@aliciaframe1
@jalakoo
@colinwren
@remindme_ofthis

Top Mentioned in G2:
@fabienprevots
@goinhouse

Top Mentioned in G3:
@icijorg
@neo4j
@linkurious
@mfiandor
@i_am_rocha
@rambalakrish
@andreserpa16
@googlecloud
@jvilledieu

Top Mentioned in G4:
@neo4j
@mesirii
@adamcowley
@jmhreif
@sparkjava
@elainerosenberg
@devnexus
@jimwebber
@ghlennagels
@markhneedham

Top Mentioned in G5:
@neo4j
@googlecloud
@evadelier
@rrrouyer
@cannespalais
@neo4jfr
@databricks
@deloitte
@mongodb
@redisinc

Top Mentioned in G6:
@gp_pulipaka
@neo4j
@cjlovesdata1
@richardeudes
@bookloveru2
@st3llasia
@bigdata_review
@maruthiprithivi
@pdh_scitechnews
@analyticsfrance

Top Mentioned in G7:
@neo4j
@snowflakedb
@postgresql
@conservancy
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@mongodb
@teradata

Top Mentioned in G8:
@neo4j
@lyonwj
@barrasadv
@jalakoo
@st3llasia
@maidulmahim
@lady_tchintian
@disruptiveasean
@talinefelix3
@mesirii

Top Mentioned in G9:
@giovaniimateo
@neo4j
@bsi_uk
@wef
@origin_trail
@kgconference
@tigergraphdb
@awscloud
@graphable
@sharmashradha

Top Mentioned in G10:
@neo4j
@googleai
@azure
@ibmwatson
@uk_daniel_card
@mysocalledninja
@emileifrem
@nsmith_piano
@googlecloud
@360martech

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@yoshiki7111
@chidambara09
@xaelbot
@codedailybot
@remindme_ofthis
@_redfrog
@cybersecurityn8
@vonrosenchild
@netminnow

Top Tweeters in G1:
@xaelbot
@remindme_ofthis
@vonrosenchild
@netminnow
@biofares
@dataaugmented
@opensource_orgs
@robotproud
@ssxman2
@feldart

Top Tweeters in G2:
@yoshiki7111
@firmenpresse
@suriyasubraman
@presseticker
@fabienprevots
@rdelinfo
@naijanewswire
@yvesmulkers
@realgophersship
@rubygemsn

Top Tweeters in G3:
@_redfrog
@jjj5819
@bethsinniresist
@markplackett1
@debr3322
@stlhd100
@dwatchnews
@kevinrns
@bbddpp
@sharonvt75

Top Tweeters in G4:
@ml_tweet_bot
@nytimes
@lkafle
@overflow_meme
@bob_gamedev
@javageekbot
@johnkaster
@compchembiobot
@cottila
@php_synopsis

Top Tweeters in G5:
@botsecx
@education_24x7
@ricardo_ik_ahau
@nvsdata
@_oliviabot
@siliconangle
@_jakashi
@yoyoleprojet
@krcomet
@robhof

Top Tweeters in G6:
@chidambara09
@fabriciosx
@hubofml
@calcaware
@serverlessfan
@thecuriousluke
@goaidev
@rahul05ranjan
@blkhwk0ps
@gdorn1

Top Tweeters in G7:
@theregister
@secdevb
@craigmullins
@teradata
@filemakertoday
@couchbase
@influxdb
@sapinmemory
@sqlserver
@this0499154500

Top Tweeters in G8:
@codedailybot
@codernotesbot
@xeronbot
@officesutra
@prometheus_bot
@mediapart
@insanedevbot
@4dri4ng4rrigos
@mcolebrook
@disruptiveasean

Top Tweeters in G9:
@wef
@google
@chrismunns
@awscloud
@sharmashradha
@binance
@clemfandango987
@bsi_uk
@halletecco
@trinizone

Top Tweeters in G10:
@b_sputnik
@uk_daniel_card
@asknbid
@vikram_bot
@iam_sysop
@azure
@pgcd
@ibmwatson
@linwoodshorse
@archcityanon


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