neo4j, Twitter, 11/26/2020 6:14:51 AM, 242211


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neo4j_2020-11-23_22-12-30.xlsx
neo4j_2020-11-23_22-12-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 26, 2020
Short Description:
neo4j via NodeXL https://bit.ly/3l8Yzgn
@neo4j
@hotnops
@armandfp
@lyonwj
@rotnroll666
@mesirii
@craigmullins
@theyotg
@epuujee
@rvanbruggen

Top hashtags:
#neo4j
#datascience
#graphdatabase
#graphdatabases
#graphdatascience
#twin4j
#python
#machinelearning
#nosql

Description:
Description
The graph represents a network of 1,056 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, 24 November 2020 at 06:14 UTC.

The requested start date was Tuesday, 24 November 2020 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, 23-hour, 13-minute period from Tuesday, 10 November 2020 at 01:05 UTC to Tuesday, 24 November 2020 at 00:18 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 : 1056
Unique Edges : 1129
Edges With Duplicates : 3002
Total Edges : 4131
Number of Edge Types : 5
MentionsInRetweet : 1508
Mentions : 1134
Retweet : 858
Tweet : 397
Replies to : 234
Self-Loops : 403
Reciprocated Vertex Pair Ratio : 0.0855675984027382
Reciprocated Edge Ratio : 0.157645822385707
Connected Components : 138
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 839
Maximum Edges in a Connected Component : 3854
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.337701
Graph Density : 0.00170813586097946
Modularity : 0.325417
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,056 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, 24 November 2020 at 06:14 UTC.

The requested start date was Tuesday, 24 November 2020 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, 23-hour, 13-minute period from Tuesday, 10 November 2020 at 01:05 UTC to Tuesday, 24 November 2020 at 00:18 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:
[72] https://github.com/hotnops/COM_Mapper
[22] https://neo4j.com/blog/introducing-neo4j-4-2/?ref=social-blog
[21] https://neo4j.com/blog/5-minute-interview-stefan-wendin-neo4j-innovation-lab/?ref=social-blog
[16] https://neo4j.com/whitepapers/forrester-wave-graph-data-platforms/
[14] https://neo4j.com/blog/announcing-spring-data-neo4j-6-0/?ref=social-blog
[13] https://neo4j.com/blog/10-tips-for-creating-successful-graphs/?ref=social-blog
[12] https://neo4j.com/whitepapers/forrester-wave-graph-data-platforms/?ref=social-
[12] https://towardsdatascience.com/using-neo4j-with-pyspark-on-databricks-eb3d127f2245?source=social.tw
[11] https://neo4j.com/graph-data-science-for-dummies/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=graph-data-science-for-dummies-httpgaggl0dn16w-2769435
[10] https://neo4j.com/connections/graph-architecture-integrations/

Top URLs in Tweet in G1:
[12] https://neo4j.com/blog/introducing-neo4j-4-2/?ref=social-blog
[9] https://neo4j.com/blog/5-minute-interview-stefan-wendin-neo4j-innovation-lab/?ref=social-blog
[9] https://neo4j.com/blog/10-tips-for-creating-successful-graphs/?ref=social-blog
[6] https://neo4j.com/blog/thank-you-from-neo4j-to-veterans/?ref=social-blog
[6] https://neo4j.com/blog/announcing-neo4j-connector-for-apache-spark/?ref=social-blog
[6] https://neo4j.com/blog/neo4j-bi-connector-introduction/?ref=social-blog
[5] https://go.neo4j.com/WBR201203GDSLEmbeddingsGICGDSL_Registration.html
[5] https://searchbusinessanalytics.techtarget.com/feature/8-types-of-bias-in-data-analysis-and-how-to-avoid-them
[4] https://neo4j.com/blog/understanding-graphs-and-graph-data-science/?ref=social-blog
[4] https://neo4j.com/blog/announcing-spring-data-neo4j-6-0/?ref=social-blog

Top URLs in Tweet in G2:
[10] https://neo4j.com/connections/graph-architecture-integrations/
[4] https://neo4j.com/blog/introducing-neo4j-4-2/?ref=social-blog
[4] https://lyonwj.com/blog/neo4j-http-api-edge-workers
[4] https://towardsdatascience.com/using-neo4j-with-pyspark-on-databricks-eb3d127f2245?source=social.tw
[3] https://github.com/neo4j-graphql/neo4j-graphql-js/pull/542
[2] https://neo4j.com/product/connectors/apache-spark-connector/
[2] https://neo4j.com/developer/spark/
[2] https://twitter.com/lyonwj/status/1328750911624077314
[2] https://grandstack.io/
[2] https://neo4j.com/labs/

Top URLs in Tweet in G3:
[11] https://neo4j.com/whitepapers/forrester-wave-graph-data-platforms/
[8] https://neo4j.com/whitepapers/forrester-wave-graph-data-platforms/?ref=social-
[8] https://neo4j.com/blog/announcing-spring-data-neo4j-6-0/?ref=social-blog
[8] https://spring.io/blog/2020/11/20/spring-data-2020-0-new-and-noteworthy-in-spring-data-neo4j-6-0
[7] https://graphaware.com/neo4j/2020/11/17/neo4j-sso-keycloak.html
[6] https://neo4j.com/blog/introducing-neo4j-4-2/?ref=social-blog
[5] https://graphaware.com/graphaware/2020/11/10/graph-specialised-anthropology.html
[5] http://gag.gl/9IJeZK-
[5] https://neo4j.com/whitepapers/gartner-knowledge-graph-artificial-intelligence-applications/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=gartner-research-how-to-build-knowledge-graphs-that-enable-ai-d-2746926
[5] https://github.com/gothinkster/realworld

Top URLs in Tweet in G4:
[5] https://twinybots.ch/
[4] https://neo4j.com/blog/5-minute-interview-stefan-wendin-neo4j-innovation-lab/?ref=social-blog
[2] https://neo4j.com/
[2] https://towardsdatascience.com/using-neo4j-with-pyspark-on-databricks-eb3d127f2245?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.google.com/imgres?imgurl=https%3A%2F%2Fdist.neo4j.com%2Fwp-content%2Fuploads%2F20170604001553%2Fhetionet-integrating-biology-public-neo4j-database-daniel-himmelstein-graphconnect.png&imgrefurl=https%3A%2F%2Fneo4j.com%2Fblog%2Fintegrating-biology-public-neo4j-database%2F&tbnid=rw0Rp0T8azGQZM&vet=12ahUKEwiJ-LT_4YDtAhUMB1MKHWWFCmkQMygEegQIARAy..i&docid=KAmoid59QjUdyM&w=728&h=532&q=neo-heterogeneous%20compute%20nodes%20integrating&ved=2ahUKEwiJ-LT_4YDtAhUMB1MKHWWFCmkQMygEegQIARAy
[2] https://neo4j.com/blog/integrating-biology-public-neo4j-database/
[2] https://dailyremote.com/remote-job/content-and-demand-gen-copywriter-191939
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Froyalsuttonnews.uk%2Funcategorised%2F143184%2Fnon-relational-databases-market-covid-19-impacts-to-2020-2027-ibm-google-neo4j-filemaker-aws%2F&ct=ga&cd=CAIyGTgzZmE5ZTY5ZTY1ODVjNDE6Y2E6ZW46Q0E&usg=AFQjCNFwslB7SbP3_voLXspn5qc7nJSlXw&utm_source=dlvr.it&utm_medium=twitter
[1] http://www.123trabajo.com/empleo-SYSTEM+ENGINEER-LINUX-en-Espa%C3%B1a.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.amazon.co.jp/%E3%82%B0%E3%83%A9%E3%83%95%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9-%E2%80%95Neo4j%E3%81%AB%E3%82%88%E3%82%8B%E3%82%B0%E3%83%A9%E3%83%95%E3%83%87%E3%83%BC%E3%82%BF%E3%83%A2%E3%83%87%E3%83%AB%E3%81%A8%E3%82%B0%E3%83%A9%E3%83%95%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E5%85%A5%E9%96%80-Ian-Robinson/dp/4873117143/ref=as_li_ss_shr?dchild=1&keywords=%E3%82%B0%E3%83%A9%E3%83%95%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9&qid=1605064599&sr=8-1&linkCode=shr&tag=finecontan07-22&language=ja_JP&creativeASIN=4873117143&camp=1207&creative=8411&linkId=61798a50a169a4c2642692df8d478699

Top URLs in Tweet in G5:
[8] https://neo4j.com/graph-data-science-for-dummies/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=graph-data-science-for-dummies-httpgaggl0dn16w-2769435
[7] https://towardsdatascience.com/using-neo4j-with-pyspark-on-databricks-eb3d127f2245?source=social.tw
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=240002
[4] https://neo4j.com/whitepapers/graph-database-operational-flexibility-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-2762749
[3] https://neo4j.com/blog/5-minute-interview-stefan-wendin-neo4j-innovation-lab/
[3] 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://www.meetup.com/data-umbrella-africa2/events/274362838/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241858
[3] https://towardsdatascience.com/fire-up-your-centrality-metric-engines-neo4j-vs-networkx-a-drag-race-of-sorts-18857f25be35?source=social.tw
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fworking-with-neo4j-rfm-analysis-using-e-commerce-data-721f5bd5c851

Top URLs in Tweet in G6:
[72] https://github.com/hotnops/COM_Mapper
[1] https://neo4j.com/blog/5-minute-interview-stefan-wendin-neo4j-innovation-lab/?ref=social-blog
[1] https://github.com/SadProcessor/CypherDog

Top URLs in Tweet in G7:
[1] https://www.verifiedmarketresearch.com/product/graph-database-market/
[1] https://twitter.com/dan_hmills/status/1329508344139276289
[1] https://twitter.com/dan_hmills/status/1328751444904861704
[1] https://twitter.com/dan_hmills/status/1328709463738552320
[1] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6734451691250298880
[1] http://www.tigergraph.com/benchmark?utm_content=145790618&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://twitter.com/TigerGraphDB/status/1328418003319451662
[1] https://neo4j.com/whitepapers/forrester-wave-graph-data-platforms/

Top URLs in Tweet in G8:
[5] https://nosqlbr.com.br/

Top URLs in Tweet in G9:
[1] https://github.com/grand-stack/graphql-architect/issues/8

Top URLs in Tweet in G10:
[1] https://neo4j.com/docs/graph-data-science/current/introduction/
[1] https://github.com/Sinar/popit_relationship
[1] https://medium.com/neo4j/the-making-of-a-network-chart-7b4f61aaccd6

Top Domains
Top Domains in Tweet in Entire Graph:
[406] neo4j.com
[117] github.com
[90] twitter.com
[43] medium.com
[39] towardsdatascience.com
[21] meetup.com
[15] graphaware.com
[14] google.com
[13] linkedin.com
[12] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[161] neo4j.com
[17] twitter.com
[5] towardsdatascience.com
[5] techtarget.com
[5] co.uk
[5] knowledgeconnexions.world
[4] github.com
[4] medium.com
[4] datanami.com
[4] structr.com

Top Domains in Tweet in G2:
[59] neo4j.com
[27] twitter.com
[13] github.com
[11] medium.com
[8] lyonwj.com
[6] towardsdatascience.com
[3] google.com
[2] grandstack.io
[2] twitch.tv
[2] het.io

Top Domains in Tweet in G3:
[101] neo4j.com
[19] twitter.com
[18] github.com
[13] graphaware.com
[8] medium.com
[8] spring.io
[5] gag.gl
[3] meetup.com
[3] aithority.com
[2] openbom.com

Top Domains in Tweet in G4:
[16] neo4j.com
[8] google.com
[7] medium.com
[7] twitter.com
[5] twinybots.ch
[4] github.com
[4] researchgate.net
[3] towardsdatascience.com
[3] linkedin.com
[2] stackoverflow.com

Top Domains in Tweet in G5:
[43] neo4j.com
[13] towardsdatascience.com
[12] meetup.com
[12] nodexlgraphgallery.org
[7] twitter.com
[6] medium.com
[4] briefly.co
[3] co.jp
[2] gag.gl
[1] theregister.com

Top Domains in Tweet in G6:
[73] github.com
[1] neo4j.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] verifiedmarketresearch.com
[1] linkedin.com
[1] tigergraph.com
[1] neo4j.com

Top Domains in Tweet in G8:
[5] com.br

Top Domains in Tweet in G9:
[1] github.com

Top Domains in Tweet in G10:
[1] neo4j.com
[1] github.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[554] neo4j
[92] datascience
[83] graphdatabase
[69] graphdatabases
[53] graphdatascience
[51] twin4j
[40] python
[36] machinelearning
[36] nosql
[29] multidatabase



Top Hashtags in Tweet in G1:
[173] neo4j
[37] graphdatabase
[37] graphdatabases
[27] graphdatascience
[27] twin4j
[19] datascience
[15] graphalgorithms
[15] connecteddata
[14] graphtechnology
[12] multidatabase

Top Hashtags in Tweet in G2:
[183] neo4j
[21] graphql
[17] grandstack
[9] twin4j
[8] graph
[8] graphdatabase
[7] nodes2020
[6] graphdatabases
[6] connections
[5] database

Top Hashtags in Tweet in G3:
[87] neo4j
[22] graphdatabase
[16] graphdatabases
[13] graphdataplatform
[11] connecteddata
[9] multidatabase
[8] twin4j
[7] queriesatscale
[7] graphdatascience
[5] nodes2020

Top Hashtags in Tweet in G4:
[8] neo4j
[5] innovation
[4] designthinking
[4] remotework
[2] graphdatabases
[2] graph
[2] spring
[2] remotejobs
[2] remotejob
[2] writing

Top Hashtags in Tweet in G5:
[40] datascience
[38] neo4j
[18] graphdatascience
[15] python
[9] bigdata
[7] twin4j
[6] graphdatabase
[6] machinelearning
[5] graphalgorithms
[5] ds

Top Hashtags in Tweet in G6:
[1] datascience
[1] designthinking

Top Hashtags in Tweet in G7:
[4] graphdatabase
[3] database
[3] odbc
[3] jdbc
[3] dataaccess
[3] dataconnectivity
[3] neo4j
[2] analytics
[2] excel
[2] knowledgegraph

Top Hashtags in Tweet in G8:
[21] nosql
[2] ff
[2] database

Top Hashtags in Tweet in G10:
[7] politikus

Top Words
Top Words in Tweet in Entire Graph:
[1354] neo4j
[545] #neo4j
[466] graph
[441] data
[202] using
[172] science
[145] connector
[123] talk
[123] research
[99] today

Top Words in Tweet in G1:
[356] neo4j
[169] #neo4j
[147] graph
[95] data
[48] today
[48] free
[42] using
[37] #graphdatabase
[37] #graphdatabases
[37] connector

Top Words in Tweet in G2:
[291] neo4j
[178] #neo4j
[92] graph
[74] data
[70] connector
[53] using
[46] lyonwj
[41] mdavidallen
[39] mesirii
[34] use

Top Words in Tweet in G3:
[257] neo4j
[87] #neo4j
[77] data
[66] graph
[27] spring
[27] rotnroll666
[25] research
[22] leader
[22] platforms
[22] #graphdatabase

Top Words in Tweet in G4:
[76] neo4j
[16] spark
[15] data
[15] graph
[14] apache
[11] connector
[8] #neo4j
[7] database
[7] content
[7] using

Top Words in Tweet in G5:
[120] neo4j
[107] data
[93] science
[71] graph
[55] 10
[54] using
[53] 9am
[53] pst
[53] 12pm
[53] 8pm

Top Words in Tweet in G6:
[73] talk
[72] releasing
[72] research
[72] tool
[72] part
[72] clunky
[72] beast
[72] go
[71] hotnops
[12] more

Top Words in Tweet in G7:
[8] neo4j
[5] graph
[4] awscloud
[4] microsoft
[4] oracle
[4] #graphdatabase
[4] thank
[4] sponsors
[4] making
[4] possible

Top Words in Tweet in G8:
[23] mongodb
[23] cassandra
[23] redislabs
[23] neo4j
[21] conferência
[21] brasileira
[21] #nosql
[21] teremos
[21] elastic
[21] vários

Top Words in Tweet in G9:
[18] neo4j
[15] adron
[5] mongo
[5] cassandra
[4] mongodb
[4] elasticsearch
[3] used
[3] lib
[3] ravendb
[3] hbase

Top Words in Tweet in G10:
[15] data
[8] standard
[7] #politikus
[5] kaerumy
[4] interesting
[4] thing
[4] addition
[4] running
[4] algorithms
[4] single

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[168] data,science
[135] graph,data
[72] releasing,research
[72] research,tool
[72] tool,part
[72] part,talk
[72] talk,clunky
[72] clunky,beast
[72] beast,go
[71] apache,spark

Top Word Pairs in Tweet in G1:
[30] data,science
[27] graph,databases
[24] graph,data
[22] certified,neo4j
[22] neo4j,today
[22] today,show
[22] show,expertise
[22] expertise,graph
[22] databases,employer
[22] employer,potential

Top Word Pairs in Tweet in G2:
[42] #neo4j,connector
[24] connector,apache
[21] apache,spark
[21] graph,data
[20] neo4j,connector
[17] connector,apachespark
[16] #neo4j,connections
[16] data,science
[15] graph,architecture
[15] architecture,integrations

Top Word Pairs in Tweet in G3:
[33] graph,data
[23] spring,data
[22] data,platforms
[21] neo4j,named
[21] named,leader
[21] leader,graph
[19] forrester's,nyuhanna
[18] platforms,independent
[18] independent,research
[18] research,firm

Top Word Pairs in Tweet in G4:
[13] apache,spark
[10] connector,apache
[6] spring,data
[6] data,neo4j
[6] graph,database
[6] using,neo4j
[5] minute,interview
[5] interview,stefan
[5] stefan,wendin
[5] wendin,neo4j

Top Word Pairs in Tweet in G5:
[93] data,science
[53] 9am,pst
[53] pst,12pm
[53] 12pm,8pm
[53] 8pm,eat
[53] eat,10
[47] tue,nov
[44] nov,17th
[43] using,streamlit
[43] streamlit,data

Top Word Pairs in Tweet in G6:
[72] releasing,research
[72] research,tool
[72] tool,part
[72] part,talk
[72] talk,clunky
[72] clunky,beast
[72] beast,go
[71] hotnops,releasing
[6] cypherdog,full
[6] full,re

Top Word Pairs in Tweet in G7:
[4] thank,sponsors
[4] sponsors,making
[4] making,possible
[4] possible,always
[4] always,having
[4] having,backs
[4] backs,prioritizing
[4] prioritizing,gender
[3] #jdbc,bridge
[3] pinkprogramming,thank

Top Word Pairs in Tweet in G8:
[23] redislabs,neo4j
[21] conferência,brasileira
[21] brasileira,#nosql
[21] #nosql,teremos
[21] teremos,mongodb
[21] mongodb,cassandra
[21] cassandra,elastic
[21] elastic,redislabs
[21] neo4j,vários
[21] vários,palestrantes

Top Word Pairs in Tweet in G9:
[3] adron,mongo
[2] adron,huge
[2] huge,fan
[2] fan,neo4j
[2] neo4j,graph
[2] graph,stuff
[2] stuff,used
[2] used,extensively
[2] extensively,vendor
[2] vendor,c#

Top Word Pairs in Tweet in G10:
[4] interesting,thing
[4] thing,#politikus
[4] #politikus,addition
[4] addition,running
[4] running,standard
[4] standard,algorithms
[4] algorithms,single
[4] single,data
[4] data,standard
[3] unodc_seap,gdsteam

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@codexeditor
@adron
@emileifrem
@mesirii
@meanwhile_inn
@fbiville
@rotnroll666
@maxandersen
@akollegger

Top Replied-To in G1:
@neo4j
@monkchips
@glawton
@enterpriseai_
@mesirii
@codexeditor
@theregister
@mckenzma
@amyhodler
@lizomasikisiki

Top Replied-To in G2:
@emileifrem
@codexeditor
@akollegger
@mqpasta
@mesirii
@luannem
@st3llasia
@wale_raj
@anewlevelmedia
@neo4j

Top Replied-To in G3:
@neo4j
@maxandersen
@rotnroll666
@fbiville
@bwmerkl
@silvaherwin
@afuturemodern
@karadagmetin2
@juanantoniobm
@covidgraph

Top Replied-To in G5:
@neo4j

Top Replied-To in G7:
@kidehen
@forrester
@flureepbc

Top Replied-To in G9:
@adron
@mesirii
@fbiville
@lyonwj

Top Replied-To in G10:
@unodc_seap

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@hotnops
@lyonwj
@mdavidallen
@mesirii
@thomasjpfan
@jimwebber
@rotnroll666
@apachespark
@tdatascience

Top Mentioned in G1:
@neo4j
@lyonwj
@mdavidallen
@jimwebber
@amyhodler
@rvanbruggen
@markhneedham
@rotnroll666
@adamcowley
@cjisalock

Top Mentioned in G2:
@neo4j
@lyonwj
@mdavidallen
@mesirii
@apachespark
@santand84
@jimwebber
@michaeldgrahams
@sisense
@apachekafka

Top Mentioned in G3:
@neo4j
@rotnroll666
@forrester
@nyuhanna
@springboot
@springdata
@ikwattro
@graph_aware
@tryhume
@mdavidallen

Top Mentioned in G4:
@tonyshan

Top Mentioned in G5:
@neo4j
@thomasjpfan
@dataumbrella
@tdatascience
@dataumbrellaafr
@salhaj
@amyhodler
@hussainhaidry
@nenecharts
@epuujee

Top Mentioned in G6:
@hotnops
@sadprocessor
@neo4j

Top Mentioned in G7:
@neo4j
@awscloud
@microsoft
@oracle
@pinkprogramming
@tigergraphdb
@ontotext
@ibmmea
@openlink
@forrester

Top Mentioned in G8:
@mongodb
@cassandra
@redislabs
@neo4j
@elastic
@soujava
@jhomarolo
@delbussoweb
@otaviojava
@rodolfofadino

Top Mentioned in G9:
@adron
@sjkilleen
@markrendle
@buhakmeh
@cockroachdb
@acoliver
@sez
@hasurahq

Top Mentioned in G10:
@kaerumy
@gdsteam
@openownership
@opencontracting
@webfoundation
@mikorulez
@sweemeng
@neo4j
@sinarproject
@unodc_seap

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@chidambara09
@femtech_
@gojira007x
@123trabajo
@rosenchild
@bootleggirl
@xaelbot
@ottlegalrebels
@codernotesbot

Top Tweeters in G1:
@pimmaiden
@codegnuts
@entwistletx
@perlnews
@nensoniuch
@zdnet
@ricardo_ik_ahau
@friday_js_bot
@666mop
@geophf

Top Tweeters in G2:
@rosenchild
@ft
@otfrom
@lucasoft_co_uk
@tiagoooliveira
@starbuxman
@itz_melvyn
@about_big_data
@olivierrossel
@jadp

Top Tweeters in G3:
@ottlegalrebels
@call_user_func
@yvesmulkers
@karadagmetin2
@artificialbra1n
@corybooker
@rotnroll666
@api_daily
@airbnb
@retracement

Top Tweeters in G4:
@123trabajo
@thamizhpaiyan
@presseticker
@presse_mobi
@realgophersship
@infonomicsinc
@mazenzcom
@grjenkin
@ghasselwander
@ritmonegro

Top Tweeters in G5:
@chidambara09
@femtech_
@bexxmodd
@ml_tweet_bot
@dailymailuk
@fmfrancoise
@salhaj
@epuujee
@datasciencebot_
@theregister

Top Tweeters in G6:
@securityblog
@opexxx
@cybsecbot
@davidvalles007
@thb_stx
@g0tmi1k
@0x_saudi
@enno_insinuator
@kmkz_security
@cynic_xer

Top Tweeters in G7:
@karovoni
@kidehen
@azure
@awscloud
@amazon
@oracle
@microsoft
@msuspartner
@ibmmea
@camsemantics

Top Tweeters in G8:
@craigmullins
@teradata
@filemakertoday
@couchbase
@mongodb
@sqlserver
@sapinmemory
@yarasenger
@marklogic
@oracledatabase

Top Tweeters in G9:
@monkeyonahill
@adron
@jbogard
@buhakmeh
@markrendle
@pauldambra
@acoliver
@peterbell
@cmcd_phd
@sjkilleen

Top Tweeters in G10:
@rahah_ghazali
@sureshdr
@leowmjw
@jeffrey04
@sweemeng
@kaerumy
@webfoundation
@opencontracting
@gdsteam
@unodc_seap


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