neo4j, Twitter, 11/16/2021 6:35:21 AM, 266367


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neo4j_2021-11-15_22-24-00.xlsx
neo4j_2021-11-15_22-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 16, 2021
Short Description:
neo4j via NodeXL https://bit.ly/30AnzZF
@neo4j
@mesirii
@jahedul0789
@craigmullins
@icijorg
@amuletanalytics
@dataumbrella
@danielcfng
@v_yugma
@opensource_orgs

Top hashtags:
#neo4j
#graphdatabase
#panamapapers
#learning
#datascience
#dataanalytics
#machinelearning

Description:
Description
The graph represents a network of 1,285 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, 16 November 2021 at 06:26 UTC.

The requested start date was Tuesday, 16 November 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 13-day, 22-hour, 18-minute period from Tuesday, 02 November 2021 at 02:37 UTC to Tuesday, 16 November 2021 at 00:56 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 : 1285
Unique Edges : 1337
Edges With Duplicates : 2326
Total Edges : 3663
Number of Edge Types : 5
Mentions : 1058
MentionsInRetweet : 1274
Replies to : 222
Retweet : 770
Tweet : 339
Self-Loops : 358
Reciprocated Vertex Pair Ratio : 0.0420831141504471
Reciprocated Edge Ratio : 0.0807672892478546
Connected Components : 225
Single-Vertex Connected Components : 168
Maximum Vertices in a Connected Component : 930
Maximum Edges in a Connected Component : 3233
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.015373
Graph Density : 0.0012006497205959
Modularity : 0.430435
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,285 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, 16 November 2021 at 06:26 UTC.

The requested start date was Tuesday, 16 November 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 13-day, 22-hour, 18-minute period from Tuesday, 02 November 2021 at 02:37 UTC to Tuesday, 16 November 2021 at 00:56 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:
[40] https://www.publickey1.jp/blog/21/neo4j_auradb_free5175000.html
[20] https://www.bigmarker.com/series/neo4j-life-sciences-virtual-/series_details
[20] https://webjahedul.blogspot.com/2021/10/beauty-tips-25-best-beauty-tips-allure.html
[19] https://webjahedul.blogspot.com/2021/10/health-care-i-gambled-with-my-life-and.html
[17] https://medium.com/@adnan_hashmi/graph-databases-neo4j-auradb-versus-azure-cosmos-db-65860f66d48
[16] https://venturebeat.com/2021/11/03/graph-database-company-neo4j-launches-free-fully-managed-cloud-service/
[13] https://webjahedul.blogspot.com/2021/10/lifestyle-canadians-have-highest.html
[10] https://www.youtube.com/watch?v=gs1D-uB-qOw&feature=youtu.be

[10] https://twitter.com/neo4j/status/1458074513942335490
[10] https://www.businessinsider.jp/post-245660

Top URLs in Tweet in G1:
[7] https://okt.to/EaD7on
[6] https://www.bigmarker.com/series/neo4j-life-sciences-virtual-/series_details
[6] https://okt.to/ZL2bkW
[4] https://github.com/turukawa/coding-notes/blob/master/Open%20Ownership%20and%20Neo4j%20Setup.ipynb
[4] https://okt.to/80QwNx
[4] https://okt.to/cM7YuL
[3] https://neo4j.com/whitepapers/graph-data-science-configuration-guide/?ref=social-camp
[3] https://okt.to/bx0Dzt
[3] https://okt.to/SyPvxA
[3] https://okt.to/gcnR5N

Top URLs in Tweet in G2:
[21] https://www.publickey1.jp/blog/21/neo4j_auradb_free5175000.html
[11] https://venturebeat.com/2021/11/03/graph-database-company-neo4j-launches-free-fully-managed-cloud-service/
[9] https://medium.com/@adnan_hashmi/graph-databases-neo4j-auradb-versus-azure-cosmos-db-65860f66d48
[8] https://twinybots.ch/
[7] https://twitter.com/neo4j/status/1314024715585871873
[4] https://twitter.com/neo4j/status/1450054048502083598
[4] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[4] https://neo4j.com/blog/apache-spark-for-neo4j-auradb/
[4] https://devops.com/neo4j-will-use-funds-to-expand-managed-cloud-database/
[3] https://www.businessinsider.jp/post-245660

Top URLs in Tweet in G3:
[4] https://betakit.com/patrick-pichette-joins-neo4js-board-as-inovia-leads-startups-65-million-usd-seed-extension/
[3] https://twitter.com/neo4j/status/1458074513942335490
[3] https://twitter.com/neo4j/status/1455886771519213571
[3] https://blog.inovia.vc/how-neo4j-is-unlocking-the-next-generation-of-data-driven-technology-b4ea83417a06
[2] https://twitter.com/neo4j/status/1455882708844953603
[1] https://www.graphalue.com/home/part-5-how-to-make-sure-we-achieve-graph-value
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.inovia.vc%2Fhow-neo4j-is-unlocking-the-next-generation-of-data-driven-technology-b4ea83417a06
[1] https://www.youtube.com/watch?v=dN9ofgXFkfY&feature=youtu.be

[1] https://twitter.com/mdavidallen/status/1443896555216543745?s=20
[1] https://www.coss.community/cossc/coss-weekly-55-bfh

Top URLs in Tweet in G4:
[14] https://www.bigmarker.com/series/neo4j-life-sciences-virtual-/series_details
[2] https://www.fiverr.com/categories/graphics-design/creative-logo-design?utm_source=293608&utm_medium=cx_affiliate&utm_campaign=&afp=&cxd_token=293608_14117062&show_join=true
[2] https://www.fiverr.com/categories/video-animation/video-editing?utm_source=301148&utm_medium=cx_affiliate&utm_campaign=&afp=&cxd_token=301148_14061142&show_join=true
[2] https://go.fiverr.com/visit/?bta=301148&nci=9750
[1] https://okt.to/gcnR5N
[1] https://twitter.com/Biodata_world/status/1455541352226336789
[1] https://telekomidag.se/svenska-grafdatabasen-slapps-som-gratis-molntjanst/
[1] https://www.fiverr.com/share/ZLDy8j
[1] https://twitter.com/dodan_mihai/status/1459304850743775241?s=20
[1] https://www.behance.net/shahnur007

Top URLs in Tweet in G5:
[6] https://ramstkp.medium.com/all-graph-databases-in-the-market-5e57331f19fa?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter
[3] https://medium.com/neo4j/diversify-your-stock-portfolio-with-graph-analytics-4520a5e46b3d
[2] https://www.meetup.com/data-umbrella/events/281522749/?utm_content=buffer0b520&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://siliconangle.com/2021/11/03/neo4j-cloud-graph-database-gets-free-tier/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fgrand-sigmajs-c475ec0bde68
[1] https://github.com/ikwattro/neo4j-load-csv-s3-protocol
[1] https://twitter.com/graph_aware/status/1458083803612782607
[1] https://www.meetup.com/data-umbrella/events/281420866/?utm_content=bufferdcb72&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.meetup.com/data-umbrella/events/281522749/?utm_content=buffer143fd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.facebook.com/watch/?v=2936152626715164&extid=TWT-UNK-UNK-UNK-IOS_GK0T-GK1C&ref=sharing

Top URLs in Tweet in G6:
[2] https://neo4j.com/developer-blog/announcing-neo4j-auradb-free/
[2] https://www.sysbus.eu/?p=19960&utm_source=dlvr.it&utm_medium=twitter
[1] https://gitlab.com/ouestware/neo4j-elasticsearch
[1] https://neo4j.com/developer/graphql
[1] https://twitter.com/neo4j/status/1460258362877091845
[1] https://neo4j.com/graphacademy/
[1] https://neo4j.com/developer/erlang-elixir
[1] https://graphacademy.neo4j.com
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fusing-neo4j-graph-database-to-analyze-twitter-data-6e3d38042af1
[1] https://sandbox.neo4j.com/

Top URLs in Tweet in G7:
[10] https://www.youtube.com/watch?v=gs1D-uB-qOw&feature=youtu.be

[4] https://www.youtube.com/watch?v=IkKNk5JE1cQ&feature=youtu.be

[4] https://www.youtube.com/watch?v=KapJV9d5fhw&feature=youtu.be

[1] https://www.youtube.com/watch?v=ca3nBCtAp0Q&feature=youtu.be


Top URLs in Tweet in G8:
[20] https://webjahedul.blogspot.com/2021/10/beauty-tips-25-best-beauty-tips-allure.html
[19] https://webjahedul.blogspot.com/2021/10/health-care-i-gambled-with-my-life-and.html
[13] https://webjahedul.blogspot.com/2021/10/lifestyle-canadians-have-highest.html
[3] https://www.pr-gateway.de/s/409845
[1] https://neue-pressemitteilungen.de/neo4j-aurad
[1] https://neue-pressemitteilungen.de/neo4j-auradb-free-ab-sofort-verfuegbar.html?feed_id=47851&_unique_id=61828c6485a73
[1] https://graphacademy.neo4j.com
[1] https://throughputdb.com

Top URLs in Tweet in G9:
[1] https://mng.bz/drZg
[1] https://www.twitch.tv/manningpublications
[1] https://cloudflare.tv/
[1] https://www.cloudflare.com/developer-speaker-series/
[1] https://sanity.io/
[1] https://gist.github.com/johnymontana/886688399d4f72c83ff2665476e0566c

Top URLs in Tweet in G10:
[7] https://venturebeat.com/?p=2734765
[2] https://twitter.com/neo4j/status/1458074513942335490
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-a-similarity-graph-from-node-properties-with-neo4j-2d26bb9d829e%3Fsource%3Dsocial.tw
[2] https://venturebeat.com/2021/11/03/graph-database-company-neo4j-launches-free-fully-managed-cloud-service/
[1] https://youtu.be/-E2nWT3LyOM
[1] https://youtu.be/SWYuUwr1gvA
[1] https://neo4j.com/whitepapers/graph-data-science-use-cases-entity-resolution/
[1] https://neo4j.com/developer-blog/exploring-the-pandora-papers-with-neo4j/

Top Domains
Top Domains in Tweet in Entire Graph:
[104] okt.to
[66] twitter.com
[61] neo4j.com
[56] blogspot.com
[49] medium.com
[43] youtube.com
[41] publickey1.jp
[26] venturebeat.com
[23] github.com
[21] bigmarker.com

Top Domains in Tweet in G1:
[97] okt.to
[18] neo4j.com
[12] twitter.com
[8] github.com
[7] youtube.com
[6] bigmarker.com
[3] medium.com
[3] datanami.com
[2] venturebeat.com
[2] github.io

Top Domains in Tweet in G2:
[22] publickey1.jp
[19] twitter.com
[16] medium.com
[15] neo4j.com
[13] venturebeat.com
[8] twinybots.ch
[6] towardsdatascience.com
[5] github.com
[5] devops.com
[4] fiverr.com

Top Domains in Tweet in G3:
[14] twitter.com
[5] linkedin.com
[4] betakit.com
[3] inovia.vc
[2] okt.to
[2] neo4j.com
[2] moonlightwork.com
[1] graphalue.com
[1] medium.com
[1] youtube.com

Top Domains in Tweet in G4:
[14] bigmarker.com
[7] fiverr.com
[5] twitter.com
[5] letusmakeyourich.com
[5] youtube.com
[4] blogspot.com
[2] okt.to
[2] simily.co
[1] telekomidag.se
[1] behance.net

Top Domains in Tweet in G5:
[10] medium.com
[8] meetup.com
[2] twitter.com
[2] siliconangle.com
[1] github.com
[1] facebook.com
[1] okt.to

Top Domains in Tweet in G6:
[12] neo4j.com
[3] twitter.com
[3] sysbus.eu
[1] gitlab.com
[1] medium.com
[1] bigmarker.com
[1] github.com
[1] okt.to
[1] co.uk
[1] boersen-zeitung.de

Top Domains in Tweet in G7:
[19] youtube.com

Top Domains in Tweet in G8:
[52] blogspot.com
[3] pr-gateway.de
[2] neue-pressemitteilungen.de
[1] neo4j.com
[1] throughputdb.com

Top Domains in Tweet in G9:
[1] mng.bz
[1] twitch.tv
[1] cloudflare.tv
[1] cloudflare.com
[1] sanity.io
[1] github.com

Top Domains in Tweet in G10:
[9] venturebeat.com
[2] youtu.be
[2] twitter.com
[2] neo4j.com
[2] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[376] neo4j
[200] graphdatabase
[91] panamapapers
[64] learning
[55] datascience
[54] dataanalytics
[45] machinelearning
[30] graphdatascience
[25] graph
[23] lifesciences



Top Hashtags in Tweet in G1:
[166] graphdatabase
[136] neo4j
[83] panamapapers
[19] datascience
[19] graphdatascience
[15] ml
[13] cypher
[10] twin4j
[10] ai
[9] learning

Top Hashtags in Tweet in G2:
[21] neo4j
[10] cloudcomputing
[5] database
[5] graphdatabase
[4] databases
[4] apachespark
[4] neo4jauradb
[4] datasre
[3] data
[3] bigdata

Top Hashtags in Tweet in G3:
[19] neo4j
[11] graphdatabase
[4] ml
[4] graphdatascience
[3] graph
[3] datascience
[3] etl
[3] connecteddata
[3] iot
[3] iiot

Top Hashtags in Tweet in G4:
[47] neo4j
[15] healthcare
[15] lifesciences
[5] graphdatabase
[4] panamapapers
[4] chris
[4] weatherburn
[4] chrisweatherburn
[3] graphalgorithms
[3] datascience

Top Hashtags in Tweet in G5:
[21] neo4j
[8] graph
[8] python
[7] datascience
[7] machinelearning
[6] sigmajs
[6] graphdata
[6] spark
[6] dataengineering
[5] grand

Top Hashtags in Tweet in G6:
[18] neo4j
[4] lifesciences
[3] cloud
[3] graphdatabase
[3] healthcare
[2] graphql
[2] lifescience
[1] apis
[1] graph
[1] ama

Top Hashtags in Tweet in G7:
[14] lowcode
[10] yourappisagraph
[10] api
[8] nocode
[7] anzograph
[6] rinpharma2021
[6] shiny
[4] howto
[4] lowcodenocode
[3] ff

Top Hashtags in Tweet in G8:
[61] neo4j
[52] learning
[52] dataanalytics
[21] machinelearning
[9] 100daysofcode
[9] cloud
[7] fincenfiles
[6] opensource
[5] auradbfree
[4] python

Top Hashtags in Tweet in G9:
[1] machinelearning
[1] graphpower
[1] neo4j
[1] datascience
[1] ai
[1] nlp
[1] graphql
[1] apis
[1] manningontwitch

Top Hashtags in Tweet in G10:
[9] neo4j
[5] datascience
[5] graphdatascience
[5] gds
[3] graphdatabase
[2] machinelearning
[2] chcon
[2] chcon21

Top Words
Top Words in Tweet in Entire Graph:
[1190] neo4j
[375] #neo4j
[352] graph
[291] free
[275] data
[200] #graphdatabase
[184] today
[136] started
[135] auradb
[133] try

Top Words in Tweet in G1:
[399] neo4j
[178] data
[166] #graphdatabase
[147] today
[136] #neo4j
[134] graph
[114] try
[114] something
[110] explore
[106] set

Top Words in Tweet in G2:
[142] neo4j
[71] free
[55] graph
[53] auradb
[45] database
[28] service
[24] cloud
[24] managed
[24] 無料のフルマネージドなグラフデータベース
[24] 発表

Top Words in Tweet in G3:
[125] neo4j
[52] pichette
[43] board
[32] google
[32] inovia
[31] graph
[26] chair
[25] former
[25] cfo
[24] emileifrem

Top Words in Tweet in G4:
[141] neo4j
[77] alexandererdl
[73] ellazal
[48] free
[47] #neo4j
[41] episode
[41] discover
[41] aura
[38] miss
[38] write

Top Words in Tweet in G5:
[30] next
[28] neo4j
[28] thurs
[28] nov
[28] 9am
[24] pt
[22] data
[21] #neo4j
[20] pyladies
[19] event

Top Words in Tweet in G6:
[76] neo4j
[18] graph
[18] #neo4j
[15] free
[13] docker
[12] auradb
[12] grhmc
[7] queries
[7] use
[6] mikesir87

Top Words in Tweet in G7:
[45] graphileon
[32] neo4j
[20] machine
[14] under
[14] #lowcode
[14] graph
[14] patterns
[11] stores
[10] #yourappisagraph
[10] installing

Top Words in Tweet in G8:
[61] #neo4j
[52] #learning
[52] #dataanalytics
[49] jahedul0789
[24] best
[21] #machinelearning
[20] neo4j
[20] 25
[20] beauty
[20] tips

Top Words in Tweet in G9:
[8] cloudflare
[7] neo4j
[7] lyonwj
[7] cloudflaretv
[7] lauragift_
[7] unicodeveloper
[7] sourcegraph
[7] jamesqquick
[7] reactjs
[7] threepointone

Top Words in Tweet in G10:
[29] neo4j
[25] graph
[12] database
[10] nsmith_piano
[10] company
[10] free
[9] check
[9] #neo4j
[9] venturebeat
[9] launches

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[126] try,something
[126] something,today
[120] data,set
[118] neo4j,try
[109] today,explore
[107] auradb,free
[101] easy,started
[98] neo4j,auradb
[91] set,#graphdatabase
[90] #graphdatabase,sandbox

Top Word Pairs in Tweet in G1:
[114] try,something
[114] something,today
[106] data,set
[106] neo4j,try
[100] today,explore
[94] easy,started
[84] set,#graphdatabase
[83] #graphdatabase,sandbox
[83] sandbox,easy
[82] explore,#panamapapers

Top Word Pairs in Tweet in G2:
[45] neo4j,auradb
[39] auradb,free
[31] graph,database
[24] 無料のフルマネージドなグラフデータベース,neo4j
[24] free,発表
[23] 発表,5万ノード
[23] 5万ノード,17万5000リレーションシップまで利用可能
[20] managed,cloud
[19] fully,managed
[17] database,company

Top Word Pairs in Tweet in G3:
[26] board,chair
[24] former,cfo
[24] cfo,google
[19] patrick,pichette
[14] neo4j,graph
[13] pichette,inovia
[12] kind,people
[12] people,choose
[12] choose,join
[12] join,neo4j

Top Word Pairs in Tweet in G4:
[73] alexandererdl,ellazal
[41] discover,#neo4j
[41] #neo4j,aura
[41] aura,free
[38] neo4j,alexandererdl
[37] neo4j,miss
[37] episode,discover
[37] free,alexandererdl
[37] ellazal,catch
[37] repo,write

Top Word Pairs in Tweet in G5:
[28] thurs,nov
[24] 9am,pt
[19] next,event
[19] data,science
[18] getting,started
[18] started,python
[18] python,data
[18] meenaljhajharia,thurs
[16] pt,12pm
[14] science,pymc

Top Word Pairs in Tweet in G6:
[10] auradb,free
[4] neo4j,docker
[4] neo4j,graph
[4] graph,database
[4] neo4j,auradb
[4] log,files
[3] building,fun
[3] fun,neo4j
[3] neo4j,experiment
[3] experiment,mapping

Top Word Pairs in Tweet in G7:
[10] installing,google
[10] google,geocharts
[10] geocharts,example
[10] example,under
[10] under,30
[10] 30,secs
[10] secs,graphileon
[10] graphileon,app
[10] app,library
[10] machine,machine

Top Word Pairs in Tweet in G8:
[52] #neo4j,#learning
[52] #learning,#dataanalytics
[21] #dataanalytics,#machinelearning
[20] 25,best
[20] best,beauty
[20] beauty,tips
[20] tips,allure
[20] allure,editors
[20] editors,gotten
[20] gotten,#neo4j

Top Word Pairs in Tweet in G9:
[7] cloudflaretv,lauragift_
[7] lauragift_,unicodeveloper
[7] unicodeveloper,sourcegraph
[7] sourcegraph,jamesqquick
[7] jamesqquick,reactjs
[7] reactjs,threepointone
[7] threepointone,mikesherov
[7] mikesherov,jkup
[7] jkup,lukeed05
[5] lukeed05,nickreese

Top Word Pairs in Tweet in G10:
[11] graph,database
[9] database,company
[9] company,neo4j
[9] neo4j,launches
[9] launches,free
[9] free,fully
[9] fully,managed
[9] managed,cloud
[9] cloud,service
[7] latest,blog

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@grhmc
@pyladiesparis
@mikesir87
@emileifrem
@mesirii
@cloudflaretv
@io_exception
@commandline_be
@graphileon

Top Replied-To in G1:
@neo4j
@bitandbang
@prasad_kothari
@pyladiesparis
@javiercha
@mikesir87
@ased80136050
@torhton
@nabolom

Top Replied-To in G3:
@neo4j
@emileifrem
@lucianalix
@coss_community
@davidoklein
@pichette
@twitter

Top Replied-To in G4:
@neo4j

Top Replied-To in G5:
@pyladiesparis
@sigmajs
@neo4j
@msmichellegar
@danielcfng

Top Replied-To in G6:
@grhmc
@mikesir87
@mesirii
@commandline_be
@neo4j
@laughinghan
@girba
@allingeek
@the_student_dev
@davidstrayhorn

Top Replied-To in G7:
@graphileon
@markburgess_osl
@fimbault

Top Replied-To in G8:
@radiantnavin
@neo4j

Top Replied-To in G9:
@cloudflaretv
@cloudflaredev
@lyonwj

Top Replied-To in G10:
@neo4j
@jpdanner
@imharshvyas
@josiahhawthorne

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@alexandererdl
@ellazal
@jahedul0789
@pichette
@ajarasch
@inovia
@graphileon
@emileifrem
@martinpreusse

Top Mentioned in G1:
@neo4j
@openownership
@gavinchait
@alexandererdl
@graphql
@pichette
@springframework
@graph_aware
@ellazal
@venturebeat

Top Mentioned in G2:
@fabienprevots

Top Mentioned in G3:
@neo4j
@pichette
@inovia
@emileifrem
@google
@twitter
@_nikunjvora
@wso2
@trydaily
@kubermatic

Top Mentioned in G4:
@alexandererdl
@neo4j
@ellazal
@ajarasch
@martinpreusse
@nba
@boardgamegeek
@fivethirtyeight
@resonatecoop
@mesirii

Top Mentioned in G5:
@neo4j
@meenaljhajharia
@dataumbrella
@pyladiesparis
@dorisjlee
@pyladies
@kramarek
@tb_tomaz
@reshamas
@maudstweets

Top Mentioned in G6:
@neo4j
@docker
@mesirii
@alexandererdl
@nvk
@grhmc
@biodataworld
@scottcjohnston
@mikesir87
@nicolewhite__

Top Mentioned in G7:
@neo4j
@graphileon
@tomzeppenfeldt
@redislabs
@regisjames
@arangodb
@datastax
@mysql
@thercast
@graphdatabases

Top Mentioned in G8:
@jahedul0789
@icijorg
@johnheathtech
@neo4j
@throughputdb
@datascience_uw
@sjgoring
@raja00710
@v_yugma
@adamcowley

Top Mentioned in G9:
@lauragift_
@unicodeveloper
@sourcegraph
@jamesqquick
@reactjs
@threepointone
@mikesherov
@jkup
@lukeed05
@lyonwj

Top Mentioned in G10:
@nsmith_piano
@venturebeat
@tdatascience
@psawers
@neo4j
@jsstott
@chcon_nz
@cjlovesdata1
@vaidehijoshi
@grantbeasley

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@tovaga
@aaroncuddeback
@thedeveloperbot
@cybersecurityn8
@rosenchild
@co_jit

Top Tweeters in G1:
@artificialbra1n
@businessinsider
@harvest57688777
@ricardo_ik_ahau
@lkafle
@syawal
@karadagmetin2
@ms_mims
@3drenderbot
@franduerto

Top Tweeters in G2:
@co_jit
@exbulletinuk
@dataaugmented
@jrehnj
@pavelnosok
@just4v2ex
@releaseteam
@mittelstandcafe
@tethys_seesaa
@myu65_laurant

Top Tweeters in G3:
@ml_tweet_bot
@botcybersec
@juliebhunt
@nancylevine
@jotatx
@google
@mikebutcher
@boogarlists
@jadp
@siliconvikings

Top Tweeters in G4:
@tovaga
@save_video
@lavozdelcampo
@nensoniuch
@ibrahimacar5334
@nba
@donsw2
@linuxmil
@manchozongo
@bird4669

Top Tweeters in G5:
@indianexpress
@discovertech3
@djangobot_
@hubofml
@fabriciosx
@channelnewsasia
@economictimes
@akbarth3great
@codewithtwitchi
@getmazak

Top Tweeters in G6:
@edgardogarciasa
@arrdem
@nvk
@boersenzeitung
@techgirl1908
@dthompsondev
@t_vinka
@adriennecohea
@codexeditor
@dcousineau

Top Tweeters in G7:
@rstatstweet
@iotcybersec24
@news_nocode
@rstats4ds
@psybertron
@craigmullins
@jsnover
@lowcodebot
@teradata
@filemakertoday

Top Tweeters in G8:
@sectest9
@xaelbot
@codedailybot
@aaroncuddeback
@thedeveloperbot
@cybersecurityn8
@ipythonistabot
@coder_487
@coderretweet
@womencodersbot

Top Tweeters in G9:
@unicodeveloper
@manningbooks
@threepointone
@cloudflare
@evanderkoogh
@jkup
@jamesqquick
@lauragift_
@mikesherov
@obinnaspeaks

Top Tweeters in G10:
@rosenchild
@venturebeat
@jpdanner
@media_linked
@dznz
@josiahhawthorne
@sixwing
@tdatascience
@esmktdigital
@jimwebber


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