neo4j, Twitter, 2/7/2023 6:41:33 AM, 288776


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neo4j_2023-02-06_22-30-00.xlsx
neo4j_2023-02-06_22-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2023
Short Description:
neo4j via NodeXL https://bit.ly/40x2oBU
@neo4j
@cyberwarship
@penecornio2
@danielcfng
@blueteamsec1
@pythonroboto
@reutsmichael1
@sarabadran18
@amuletanalytics
@mentorwebdev

Top hashtags:
#neo4j
#nodes2022
#graphdatabase
#livetweet
#memgraph
#database
#python

Description:
Description
The graph represents a network of 3,036 Twitter users whose recent tweets contained "neo4j", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 06:35 UTC.

The tweets in the network were tweeted over the 2477-day, 7-hour, 11-minute period from Tuesday, 26 April 2016 at 17:04 UTC to Tuesday, 07 February 2023 at 00:16 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3036
Unique Edges : 2603
Edges With Duplicates : 8714
Total Edges : 11317
Number of Edge Types : 9
Replies to : 978
MentionsInReplyTo : 1833
Tweet : 1547
Mentions : 2029
Retweet : 1836
MentionsInRetweet : 2851
Quote : 120
MentionsInQuote : 95
MentionsInQuoteReply : 28
Self-Loops : 2154
Reciprocated Vertex Pair Ratio : 0.0865077414598181
Reciprocated Edge Ratio : 0.159239990952273
Connected Components : 676
Single-Vertex Connected Components : 494
Maximum Vertices in a Connected Component : 2006
Maximum Edges in a Connected Component : 9505
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.655167
Graph Density : 0.000479799788588557
Modularity : 0.319022
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,036 Twitter users whose recent tweets contained "neo4j", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 06:35 UTC.

The tweets in the network were tweeted over the 2477-day, 7-hour, 11-minute period from Tuesday, 26 April 2016 at 17:04 UTC to Tuesday, 07 February 2023 at 00:16 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[86] https://www.getthatright.com/top-reasons-to-use-neo4j-database-architecture/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[61] https://memgraph.com/blog/memgraph-vs-neo4j-performance-benchmark-comparison
[55] https://hopin.com/events/nodes-2022/registration?utm_campaign=livetweet&utm_source=Twitter
[52] http://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[23] https://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[22] http://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html?utm_source=dlvr.it&utm_medium=twitter
[22] https://securityonline.info/cypherhound-260-neo4j-cyphers-for-bloodhound-data-sets/
[21] https://amalgaminsights.com/2022/11/11/november-11-from-bi-to-ai-anaconda-coefficient-databricks-dbt-domino-data-lab-matillion-neo4j-pwc-sagence-snowflake-tellius/
[18] https://www.amazon.com/Graph-Data-Science-Neo4j-library/dp/180461274X/
[17] https://memgraph.com/blog/how-to-migrate-from-neo4j-to-memgraph

Top URLs in Tweet in G1:
[50] https://hopin.com/events/nodes-2022/registration?utm_campaign=livetweet&utm_source=Twitter
[9] https://twitter.com/neo4j/status/1607709908106969093/photo/1
[8] https://www.dbta.com/Editorial/Trends-and-Applications/Trend-Setting-Products-in-Data-and-Information-Management-for-2023-156187.aspx?PageNum=4
[5] https://okt.to/xdran2
[5] https://hopin.com/events/nodes-2022/registration
[5] https://www.youtube.com/watch?v=uYvniQlSvyQ&feature=youtu.be

[5] https://data.it-novum.com/termine/graph-datenbanken-so-decken-sie-neue-zusammenhaenge-auf/?utm_source=twitter&utm_medium=social
[4] https://twitter.com/neo4j/status/1463985620053807108/photo/1
[4] https://twitter.com/neo4j/status/1608147043465183232/photo/1
[4] https://twitter.com/neo4j/status/1607105172429234176/photo/1

Top URLs in Tweet in G2:
[41] https://memgraph.com/blog/memgraph-vs-neo4j-performance-benchmark-comparison
[10] http://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[9] https://www.techrepublic.com/article/how-to-install-neo4j-ubuntu-server/
[8] https://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[8] https://memgraph.com/blog/memgraph-vs-neo4j-performance-bchmark-comparison
[7] https://news.ycombinator.com/item?id=33916240
[6] http://www.developpez.com/actu/339750/-La-graph-data-science-permet-d-ameliorer-les-predictions-dans-differents-secteurs-d-activite-telecom-banque-industrie-etc-entretien-avec-Nicolas-Rouyer-consultant-senior-chez-Neo4j/
[6] https://rubygems.org/gems/neo4j-ruby-driver
[6] https://memgraph.com/blog/memgraph-vs-neo4j-performance-nchmark-comparison
[6] https://www.amazon.es/dp/1492047686?tag=sinoes1101-21

Top URLs in Tweet in G3:
[16] https://www.amazon.com/Graph-Data-Science-Neo4j-library/dp/180461274X/
[10] https://neo4j.com/nodes-2022/
[8] https://twitter.com/lyonwj/status/1593285396669964288/photo/1
[6] https://aws.amazon.com/blogs/apn/create-dynamic-serverless-applications-with-neo4j-graph-database-and-aws-lambda/
[6] https://twitter.com/bcamerongain/status/1592933065760067592/photo/1
[6] https://twitter.com/halftep/status/1607139243570216961/photo/1
[6] 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
[5] https://okt.to/rs0Mel
[5] https://www.mdpi.com/2076-3417/12/21/11053
[5] https://neo4j.com/video/nodes-2022/

Top URLs in Tweet in G4:
[42] http://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[16] https://securityonline.info/cypherhound-260-neo4j-cyphers-for-bloodhound-data-sets/
[14] http://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[5] http://ghostlulz.com/prototype-pollution/
[5] http://ghostlulz.com/cypher-injection-neo4j-graph-databases/
[4] https://github.com/idnahacks/GoodHound
[2] https://twitter.com/CyberWarship/status/1599775604974534658/photo/1
[1] https://twitter.com/CyberWarship/status/1621156495739228162/photo/1
[1] https://twitter.com/SaraBadran18/status/1608916847369523201/photo/1

Top URLs in Tweet in G5:
[6] https://www.golangprojects.com/golang-go-job-fro-Golang-Developer-Bangalore-Couchbase.html
[3] https://insidebigdata.com/2023/02/02/above-the-trend-line-your-industry-rumor-central-for-2-2-2023/
[2] https://insidebigdata.com/2022/11/21/insidebigdata-latest-news-11-21-2022/
[2] https://www.eventbrite.com.au/e/linkurious-lunch-learn-melbourne-cbd-tickets-438837383427?aff=Social
[2] https://www.eventbrite.com.au/e/linkurious-lunch-learn-sydney-cbd-tickets-441432234697?aff=Social
[2] https://www.eventbrite.com.au/e/linkurious-lunch-learn-brisbane-cbd-tickets-443897408097?aff=Social
[1] https://insidebigdata.com/2023/01/17/the-insidebigdata-impact-50-list-for-q1-2023/
[1] https://www.cloudquery.io/docs/plugins/overview
[1] https://www.cloudquery.io/how-to-guides/attack-surface-management-with-graph
[1] https://www.cloudquery.io/blog/product-updates-3

Top URLs in Tweet in G6:
[4] https://twitter.com/danielcfng/status/1595240035644604417/photo/1
[4] https://go.neo4j.com/WBR-230131-Full-Stack-GraphQL-Applications-APAC_Registration2.html
[4] https://twitter.com/danielcfng/status/1621365124727734279/photo/1
[4] https://neo4j.com/fullstack-graphql-applications-react-nodejs-neo4j/
[4] https://neo4j.com/whitepapers/the-power-of-graph-data-science/
[3] https://neo4j.com/graph-data-science-for-dummies/
[2] https://www.youtube.com/watch?v=C8Co4pGb7qA

[2] https://neo4j.com/product/workspace/
[2] https://neo4j.com/blog/australian-department-infrastructure-graph/
[2] https://go.neo4j.com/WBR230124Predictions_Registration.html

Top URLs in Tweet in G7:
[4] https://twitter.com/sidagarwal04/status/1603275598239268865/photo/1
[4] https://twitter.com/sidagarwal04/status/1595046854617575424/photo/1
[4] https://twitter.com/TheSuranaverse/status/1606555206262861826/photo/1
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Fgraph-database-delhi-ncr%2Fevents%2F290823848
[3] https://github.com/Emurgo/yoroi-graphql-migration-backend/releases/tag/neo4j-rc.13
[3] https://github.com/Emurgo/yoroi-graphql-migration-backend/releases/tag/neo4j-rc.22
[3] https://twitter.com/Bharath64181443/status/1607759795171528704/photo/1
[3] https://twitter.com/ShubhangNW/status/1621532055577452544/photo/1
[2] https://twitter.com/plastic96_/status/1612635053770821632/photo/1
[2] https://github.com/Emurgo/yoroi-graphql-migration-backend/releases/tag/neo4j-rc.23

Top URLs in Tweet in G8:
[13] https://memgraph.com/blog/memgraph-vs-neo4j-performance-benchmark-comparison
[9] https://memgraph.com/blog/how-to-migrate-from-neo4j-to-memgraph
[5] https://memgraph.com/blog/neo4j-vs-memgraph
[4] https://memgraph.com/benchgraph
[4] https://sfconservancy.org/blog/2022/mar/30/neo4j-v-purethink-open-source-affero-gpl/
[3] https://twitter.com/memgraphdb/status/1597983979277144064
[3] https://thenewstack.io/try-a-neo4j-graph-database-right-here-right-now/
[3] https://news.ycombinator.com/item?id=33916240
[2] https://memgraph.com/blog/get-a-feature-rich-open-source-community-edition-graph-database-ready-for-production
[2] https://memgraph.com/blog/how-to-choose-a-graph-database-for-your-real-time-application

Top URLs in Tweet in G9:
[10] https://sdtimes.com/software-development/neo4j-announces-general-availability-of-neo4j-5/
[4] https://couponos99.com/coupons/neo4j-graphdb-foundations-with-cypher/
[4] https://couponos99.com/coupons/complete-neo4j-graphdb-bootcamp/
[3] https://contempediacom.blogspot.com/2023/01/2023-complete-neo4j-graphdb-bootcamp.html
[3] https://www.datanami.com/2022/11/10/neo4j-releases-the-next-generation-of-its-graph-database/
[3] https://twitter.com/BigDATAwireNews/status/1599571806444191744/photo/1
[3] https://thenewstack.io/try-a-neo4j-graph-database-right-here-right-now/
[2] https://towardsdatascience.com/how-cypher-changed-in-neo4j-v5-d0f10cbb60bf?source=social.tw
[2] https://towardsdatascience.com/use-chatgpt-to-query-your-neo4j-database-78680a05ec2?source=social.tw
[1] https://aws.amazon.com/partners/success/authority-brands-dbseer/?sc_channel=sm&sc_campaign=APN_Blog,APN%20References,Case_Studies,APN%20Data&sc_publisher=TWITTER&sc_geo=GLOBAL&sc_outcome=awareness&trk=APN&linkId=198350226

Top URLs in Tweet in G10:
[2] https://twitter.com/djriveraros/status/1619967768471945216/photo/1
[2] https://twitter.com/djriveraros/status/1618958706095570945/photo/1
[1] https://twitter.com/i/broadcasts/1mnxeRYvzVNKX
[1] https://twitter.com/i/broadcasts/1RDGlaopDOkJL
[1] https://twitter.com/djriveraros/status/1619938755753951232/photo/1
[1] https://twitter.com/djriveraros/status/1619937456966729729/photo/1
[1] https://twitter.com/djriveraros/status/1619936036158853122/photo/1
[1] https://twitter.com/djriveraros/status/1619912137497018368/photo/1
[1] https://twitter.com/djriveraros/status/1619910799400763392/photo/1
[1] https://twitter.com/djriveraros/status/1619910141591314434/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1426] twitter.com
[374] okt.to
[230] github.com
[223] neo4j.com
[151] amazon.com
[138] youtube.com
[135] memgraph.com
[99] kitploit.com
[91] hopin.com
[86] getthatright.com

Top Domains in Tweet in G1:
[479] twitter.com
[298] okt.to
[65] hopin.com
[28] youtube.com
[27] neo4j.com
[20] github.com
[8] fosdem.org
[8] dbta.com
[6] amazon.com
[6] google.com

Top Domains in Tweet in G2:
[177] twitter.com
[111] amazon.com
[74] memgraph.com
[41] neo4j.com
[33] github.com
[21] medium.com
[20] kitploit.com
[12] techrepublic.com
[12] youtube.com
[12] metacpan.org

Top Domains in Tweet in G3:
[378] twitter.com
[99] github.com
[59] neo4j.com
[50] okt.to
[41] youtube.com
[22] amazon.com
[18] thenewstack.io
[16] medium.com
[15] hopin.com
[12] adventofcode.com

Top Domains in Tweet in G4:
[69] kitploit.com
[16] securityonline.info
[14] ghostlulz.com
[9] twitter.com
[5] github.com
[1] blueteam.news
[1] professionalhackers.in

Top Domains in Tweet in G5:
[25] twitter.com
[7] com.au
[6] insidebigdata.com
[6] golangprojects.com
[4] linkedin.com
[3] cloudquery.io
[2] youtube.com
[2] gov.in
[1] waterstechnology.com
[1] foojay.io

Top Domains in Tweet in G6:
[54] neo4j.com
[42] twitter.com
[16] youtube.com
[11] okt.to
[3] youtu.be
[2] hopin.com
[1] computerweekly.com
[1] techcollectivesea.com
[1] dynamicbusiness.com
[1] grindsuccess.com

Top Domains in Tweet in G7:
[45] twitter.com
[34] github.com
[10] meetup.com
[2] neo4j.com
[2] linkedin.com
[1] google.com
[1] hopin.com
[1] growthschool.io
[1] okt.to
[1] kitploit.com

Top Domains in Tweet in G8:
[36] memgraph.com
[19] twitter.com
[5] neo4j.com
[5] bigmarker.com
[4] thenewstack.io
[4] sfconservancy.org
[3] ycombinator.com
[2] maxdemarzi.com
[2] equalcare.coop
[2] igovsol.com

Top Domains in Tweet in G9:
[10] sdtimes.com
[8] couponos99.com
[5] twitter.com
[5] towardsdatascience.com
[3] amazon.com
[3] blogspot.com
[3] datanami.com
[3] thenewstack.io
[1] kitploit.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[37] twitter.com
[1] gob.pa
[1] neo4j.com
[1] hopin.com
[1] youtube.com
[1] linkedin.com
[1] nature.com
[1] vu.nl
[1] mdpi.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[971] neo4j
[660] nodes2022
[236] graphdatabase
[210] livetweet
[165] memgraph
[158] database
[130] python
[128] datascience
[107] learning
[101] memgraphdb



Top Hashtags in Tweet in G1:
[363] nodes2022
[338] neo4j
[160] livetweet
[76] graphdatabase
[43] graphdatascience
[31] graphtechnology
[25] python
[23] graphql
[21] cypher
[21] neo4j5

Top Hashtags in Tweet in G2:
[84] memgraph
[81] neo4j
[80] database
[76] graphdatabase
[66] memgraphdb
[15] datascience
[12] nodes2022
[12] github
[11] javascript
[11] cybersecurity

Top Hashtags in Tweet in G3:
[338] neo4j
[254] nodes2022
[54] adventofcode
[52] cypher
[46] python
[40] livetweet
[34] datascience
[32] adventofcode2022
[30] machinelearning
[27] graphql

Top Hashtags in Tweet in G4:
[38] cypher_injection
[5] infosec
[5] cybersecurity
[3] pentest
[3] redteam
[3] bugbountytips
[2] activedirectory
[2] bloodhound
[2] pentesting
[1] bugbountytip

Top Hashtags in Tweet in G5:
[15] neo4j
[14] database
[12] ff
[7] data
[6] golang
[6] bangalore
[5] datascience
[5] java
[5] analytics
[5] insights

Top Hashtags in Tweet in G6:
[29] neo4j
[11] elpandacreador
[8] cypher
[7] graphdatabase
[6] relaciones
[6] grafo
[6] nodos
[5] graph
[5] graphdatascience
[4] video

Top Hashtags in Tweet in G7:
[23] cardano
[11] neo4j
[9] devfestpatna
[6] meetup
[5] technology
[4] graphsareeverywhere
[4] devrel
[3] graphdatabase
[2] devfest2022
[2] machinelearning

Top Hashtags in Tweet in G8:
[37] memgraph
[26] graphdatabase
[16] neo4j
[13] database
[12] memgraphdb
[6] csv
[4] cypher
[4] graphdb
[4] machinelearning
[2] memgrap

Top Hashtags in Tweet in G9:
[14] neo4j
[7] database
[5] udemy
[4] graphdb
[4] docker
[4] python
[2] aws
[2] devops
[2] kubernetes
[2] cloudcomputing

Top Hashtags in Tweet in G10:
[5] nodes2022
[4] neo4j
[2] graph
[2] graphs4good
[2] graphxr
[1] neodash
[1] graphs
[1] visualization
[1] analysis
[1] healthcareanalytics

Top Words
Top Words in Tweet in Entire Graph:
[4034] neo4j
[1268] graph
[967] data
[959] #neo4j
[660] #nodes2022
[494] database
[339] more
[315] bloodhound
[307] use
[292] using

Top Words in Tweet in G1:
[971] neo4j
[396] graph
[363] #nodes2022
[331] #neo4j
[259] data
[160] #livetweet
[111] great
[108] more
[101] learn
[97] over

Top Words in Tweet in G2:
[683] neo4j
[196] graph
[145] data
[93] database
[84] #memgraph
[80] #database
[79] #neo4j
[76] #graphdatabase
[73] memgraph
[66] #memgraphdb

Top Words in Tweet in G3:
[817] neo4j
[335] #neo4j
[254] #nodes2022
[229] graph
[195] data
[89] more
[76] using
[64] use
[64] 2022
[63] day

Top Words in Tweet in G4:
[209] neo4j
[202] bloodhound
[119] cypher
[112] sharphound
[112] list
[112] remediation
[112] targeted
[112] attack
[112] actionable
[112] uses

Top Words in Tweet in G5:
[63] neo4j
[35] postgresql
[21] couchbase
[21] mongodb
[20] redisinc
[18] sqlserver
[18] graph
[18] arangodb
[16] fauna
[16] mariadb

Top Words in Tweet in G6:
[58] neo4j
[29] #neo4j
[15] more
[14] data
[14] graph
[14] free
[12] barrasadv
[11] shelovesdata
[11] #elpandacreador
[11] elpandacreador_

Top Words in Tweet in G7:
[163] neo4j
[66] rc
[58] graph
[33] meetup
[33] sidagarwal04
[33] backend
[33] graphql
[33] emurgo
[33] released
[33] yoroi

Top Words in Tweet in G8:
[146] neo4j
[44] graph
[37] #memgraph
[29] memgraphdb
[29] memgraph
[26] #graphdatabase
[24] blog
[20] one
[19] results
[18] linkurious

Top Words in Tweet in G9:
[60] neo4j
[21] aws
[14] #neo4j
[14] graph
[12] learn
[11] course
[11] graphdb
[10] general
[10] availability
[10] announces

Top Words in Tweet in G10:
[53] neo4j
[27] antonima_org
[25] folio
[16] graph
[11] data
[10] knowledge
[10] see
[9] csm
[8] basecamp_res's
[8] such

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[252] graph,database
[209] neo4j,graph
[189] graph,data
[164] data,science
[164] data,sets
[154] neo4j,cyphers
[152] cyphers,bloodhound
[152] bloodhound,data
[149] bloodhound,neo4j
[146] 260,neo4j

Top Word Pairs in Tweet in G1:
[125] #livetweet,neo4j
[83] graph,data
[79] great,content
[78] over,world
[78] content,speakers
[78] #nodes2022,great
[78] speakers,over
[77] participating,#nodes2022
[76] world,#livetweet
[62] data,science

Top Word Pairs in Tweet in G2:
[74] neo4j,graph
[55] graph,database
[54] #database,#graphdatabase
[44] #memgraphdb,#database
[42] #memgraph,#memgraphdb
[38] neo4j,cyphers
[37] 260,neo4j
[36] data,sets
[36] cyphers,bloodhound
[36] bloodhound,data

Top Word Pairs in Tweet in G3:
[38] neo4j,#nodes2022
[38] data,science
[38] graph,data
[36] #neo4j,#nodes2022
[29] graph,database
[25] neo4j,graph
[24] advent,code
[23] knowledge,graphs
[23] #cypher,#neo4j
[22] code,2022

Top Word Pairs in Tweet in G4:
[112] neo4j,produce
[112] targeted,remediation
[112] attack,paths
[112] paths,targeted
[112] produce,actionable
[112] uses,sharphound
[112] actionable,list
[112] bloodhound,neo4j
[112] sharphound,bloodhound
[112] list,attack

Top Word Pairs in Tweet in G5:
[13] oracledatabase,sqlserver
[13] redisinc,neo4j
[13] postgresql,neo4j
[13] teradata,filemakertoday
[13] mongodb,teradata
[13] filemakertoday,redisinc
[13] db2zlabnews,mysql
[13] sqlserver,db2zlabnews
[13] mysql,postgresql
[13] postgresql,mongodb

Top Word Pairs in Tweet in G6:
[5] free,book
[5] #neo4j,#graphdatabase
[4] connected,data
[4] ausbiztv,tickernewsco
[3] data,science
[3] #nodos,#relaciones
[3] #elpandacreador,barrasadv
[3] neo4j,#neo4j
[3] jimwebber,strategink
[3] full,stack

Top Word Pairs in Tweet in G7:
[66] neo4j,rc
[33] yoroi,graphql
[33] backend,neo4j
[33] graphql,migration
[33] migration,backend
[31] pedromtcosta,emurgo
[31] released,pedromtcosta
[29] graph,database
[23] #cardano,ada
[23] emurgo,#cardano

Top Word Pairs in Tweet in G8:
[15] graph,databases
[13] #memgraph,#graphdatabase
[11] #graphdatabase,#memgraphdb
[11] graph,database
[10] #neo4j,#memgraph
[10] faster,neo4j
[9] gvteam,eurazeo
[9] memgraph,delivers
[9] virginiemorgon,gvteam
[9] consuming,one

Top Word Pairs in Tweet in G9:
[11] neo4j,graphdb
[10] availability,neo4j
[10] announces,general
[10] neo4j,announces
[10] general,availability
[8] #neo4j,course
[8] dynamic,serverless
[8] best,#neo4j
[7] zero,hero
[7] antony,prasad

Top Word Pairs in Tweet in G10:
[25] antonima_org,neo4j
[9] knowledge,graph
[8] discovery,checked
[8] graph,excited
[8] csm,complexes
[8] such,cool
[8] see,csm
[8] cool,discovery
[8] basecamp_res's,knowledge
[8] checked,basecamp_res's

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@antonima_org
@mdavidallen
@hmvprasanna
@rotnroll666
@rastadidi
@lyonwj
@mesirii
@plastic96_
@ikwattro

Top Replied-To in G1:
@neo4j
@hmvprasanna
@serengil
@mesirii
@lyonwj
@vector35
@lordnarfz0g
@gordon_dhg
@adityasetyadi

Top Replied-To in G3:
@mdavidallen
@neo4j
@rotnroll666
@rastadidi
@ikwattro
@stephenroughle3
@lyonwj
@rvanbruggen
@starbuxman
@simas_ch

Top Replied-To in G5:
@nearwizard
@hutsiedotcom
@robtreat2
@rotnroll666
@starbuxman
@craigmullins
@camsemantics
@mallik70
@officialindiaai
@cloudqueryio

Top Replied-To in G6:
@mauuuuu5
@barrasadv
@elpandacreador_
@ladyczarczar
@neo4j
@sheamusmcgov
@danielcfng

Top Replied-To in G7:
@plastic96_
@sidagarwal04
@neo4j
@coderabhinav
@msbardhan
@kamsusasi
@karthik_padman
@siddharth_hacks
@shubhangnw

Top Replied-To in G8:
@zakjan
@neo4j
@mdfrenchman
@emileifrem
@mbudiselicbuda
@jmsuhy
@benferrum
@mesirii
@rotnroll666
@maxdemarzi

Top Replied-To in G9:
@xpvit
@hunterpunter_
@tasosioan
@neo4j

Top Replied-To in G10:
@antonima_org
@jricazac
@marixalasso1

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@cyberwarship
@lyonwj
@mesirii
@emileifrem
@alexandererdl
@halftep
@nachristakis
@rotnroll666
@adamcowley

Top Mentioned in G1:
@neo4j
@lyonwj
@nachristakis
@conradwt
@mesirii
@emileifrem
@alexandererdl
@halftep
@agilelarus
@jmhreif

Top Mentioned in G2:
@goparalegals
@haboubianis
@data4sci
@hernangraffe
@itinfinance

Top Mentioned in G3:
@neo4j
@mesirii
@lyonwj
@rotnroll666
@halftep
@alexandererdl
@adamcowley
@ikwattro
@st3llasia
@barrasadv

Top Mentioned in G4:
@cyberwarship
@sarabadran18
@santosomar
@dinosn
@kitploit
@ptracesecurity
@blueteamsec1
@ghostlulz1337
@neo4j
@netsecu

Top Mentioned in G5:
@neo4j
@postgresql
@mongodb
@redisinc
@couchbase
@sqlserver
@fauna
@mariadb
@arangodb
@mysql

Top Mentioned in G6:
@neo4j
@shelovesdata
@barrasadv
@elpandacreador_
@mymdec
@channelnewsasia
@ausbiztv
@govtechsg
@tickernewsco
@imdasg

Top Mentioned in G7:
@neo4j
@sidagarwal04
@hack2skill
@kamsusasi
@mayankgbrc
@googledevsin
@cardano_updates
@plastic96_
@pranshupareekk
@googledevs

Top Mentioned in G8:
@neo4j
@memgraphdb
@pichette
@emileifrem
@virginiemorgon
@gvteam
@eurazeo
@creandum
@morganstanley
@linkurious

Top Mentioned in G9:
@neo4j
@awsblogs
@newcoupon2
@tdatascience
@sdtimes
@aws_partners
@tb_tomaz
@jeffreyo
@vmware
@contempediacom

Top Mentioned in G10:
@neo4j
@basecamp_res
@lorenzphil09
@treporta
@tvnnoticias
@ecotvpanama
@prensacom
@estrellaonline
@panamaendirecto
@rpc_radio

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@codedailybot
@cybersecurityn8
@javascriptd
@vonrosenchild
@o_fabriciosouza
@rahul05ranjan
@dataaugmented
@indianexpress
@blaancaniieves

Top Tweeters in G1:
@sectest9
@codedailybot
@cybersecurityn8
@thepixeldevs
@godfrey_g_
@canisgallicus
@forbes
@lebotpython
@gdprai
@leonardonam

Top Tweeters in G2:
@uhiiman
@eof_my
@kinokuniyasale
@rdelinfo
@uwesteiner
@nahidalaei
@hntweets
@suriyasubraman
@feedpushr
@lq_feed

Top Tweeters in G3:
@dataaugmented
@toudajew
@pythonbot_by_pm
@paxxman
@mundolinuxbot
@memdotai
@compchembiobot
@tiagoooliveira
@iotworlds
@stefihane

Top Tweeters in G4:
@netsecu
@jingbay
@cyberdfir
@beefyspace
@unixdoss
@gardenersantana
@alternative200
@cybsecbot
@juanjoap16
@m3sm4r

Top Tweeters in G5:
@greentechdon
@slackhq
@cool_golang
@ibmdeveloper
@vlad_mihalcea
@sassoftware
@mkheck
@amazon
@azure
@jason

Top Tweeters in G6:
@javascriptd
@indianexpress
@timesofindia
@telstra
@channelnewsasia
@skynews
@straits_times
@optus
@celcom
@malaymail

Top Tweeters in G7:
@pythonroboto
@cipherstorm
@joriplevy
@kibounitsuite01
@offethhacker
@pchiziane
@chrisfryers67
@n0ipr0cs
@bh26
@siddharth_hacks

Top Tweeters in G8:
@washingtonpost
@bjadams156
@grjenkin
@kirkdborne
@betterhn50
@adamrackis
@iethics
@kjjaeger
@bytebot
@lukedavisseo

Top Tweeters in G9:
@vonrosenchild
@serverlessfan
@techjunkiejh
@biconnections
@openmarketingtv
@hubbucket
@bashnano
@fmfrancoise
@austin_castel
@realrubberduck1

Top Tweeters in G10:
@tvnnoticias
@treporta
@nytimes
@prensacom
@estrellaonline
@cnnee
@informapty507
@ecotvpanama
@radiopanama
@thetimes


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