neo4j, Twitter, 1/17/2023 6:39:27 AM, 288260


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neo4j_2023-01-16_22-30-00.xlsx
neo4j_2023-01-16_22-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2023
Short Description:
neo4j via NodeXL https://bit.ly/3Xf12JP
@neo4j
@blueteamsec1
@danielcfng
@cyberwarship
@reutsmichael1
@pythonroboto
@davidro44178591
@ponbalaji
@0x0sojalsec
@bytetheripper

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

Description:
Description
The graph represents a network of 2,993 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 06:35 UTC.

The tweets in the network were tweeted over the 1973-day, 2-hour, 59-minute period from Tuesday, 22 August 2017 at 21:34 UTC to Tuesday, 17 January 2023 at 00:34 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 : 2993
Unique Edges : 2702
Edges With Duplicates : 8697
Total Edges : 11399
Number of Edge Types : 9
Tweet : 1520
Replies to : 907
MentionsInReplyTo : 1883
Mentions : 2001
Retweet : 1903
MentionsInRetweet : 2941
Quote : 118
MentionsInQuote : 96
MentionsInQuoteReply : 30
Self-Loops : 2125
Reciprocated Vertex Pair Ratio : 0.0853806859644855
Reciprocated Edge Ratio : 0.157328552218736
Connected Components : 672
Single-Vertex Connected Components : 510
Maximum Vertices in a Connected Component : 2026
Maximum Edges in a Connected Component : 9755
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.616566
Graph Density : 0.000498266007493421
Modularity : 0.314193
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,993 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 06:35 UTC.

The tweets in the network were tweeted over the 1973-day, 2-hour, 59-minute period from Tuesday, 22 August 2017 at 21:34 UTC to Tuesday, 17 January 2023 at 00:34 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:
[77] https://www.getthatright.com/top-reasons-to-use-neo4j-database-architecture/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[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
[47] https://memgraph.com/blog/memgraph-vs-neo4j-performance-benchmark-comparison
[40] https://okt.to/xdran2
[35] https://memgraph.com/blog/how-to-migrate-from-neo4j-to-memgraph
[23] https://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[22] https://securityonline.info/cypherhound-260-neo4j-cyphers-for-bloodhound-data-sets/
[22] 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/
[17] https://memgraph.com/blog/neo4j-vs-memgraph

Top URLs in Tweet in G1:
[47] https://hopin.com/events/nodes-2022/registration?utm_campaign=livetweet&utm_source=Twitter
[38] https://okt.to/xdran2
[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
[6] https://okt.to/IJk3hf
[6] http://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.youtube.com/watch?v=uYvniQlSvyQ&feature=youtu.be

[6] https://data.it-novum.com/termine/graph-datenbanken-so-decken-sie-neue-zusammenhaenge-auf/?utm_source=twitter&utm_medium=social
[5] https://aws.amazon.com/blogs/apn/create-dynamic-serverless-applications-with-neo4j-graph-database-and-aws-lambda/
[4] https://twitter.com/neo4j/status/1575612902714875919

Top URLs in Tweet in G2:
[33] https://memgraph.com/blog/memgraph-vs-neo4j-performance-benchmark-comparison
[20] https://memgraph.com/blog/how-to-migrate-from-neo4j-to-memgraph
[12] https://memgraph.com/blog/neo4j-vs-memgraph
[10] http://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[8] https://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[8] https://venturebeat.com/data-infrastructure/graph-database-market-maintains-momentum-new-neo4j-5-offers-cloud-and-on-premises-ease-of-use-and-parity/
[7] https://news.ycombinator.com/item?id=33916240
[7] https://memgraph.com/blog/memgraph-vs--neo4j-performance-benchmark-comparison
[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://www.amazon.es/dp/1492047686?tag=sinoes1101-21

Top URLs in Tweet in G3:
[22] 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/
[10] https://neo4j.com/nodes-2022/
[10] https://memgraph.com/blog/how-to-migrate-from-neo4j-to-memgraph
[9] https://memgraph.com/blog/memgraph-vs-neo4j-performance-benchmark-comparison
[8] https://twitter.com/lyonwj/status/1593285396669964288/photo/1
[7] https://twitter.com/AlekLisiecki/status/1602269097986859008/photo/1
[6] https://twitter.com/bcamerongain/status/1592933065760067592/photo/1
[5] https://twitter.com/prathle/status/1599224207464075264/photo/1
[5] https://okt.to/M0kK9P
[5] https://okt.to/rs0Mel

Top URLs in Tweet in G4:
[6] https://www.golangprojects.com/golang-go-job-fro-Golang-Developer-Bangalore-Couchbase.html
[4] https://www.yworks.com/products/data-explorer-for-neo4j
[3] https://wilson-chua.medium.com/python-neo4j-and-yworks-6db93ffe5fbc
[2] https://insidebigdata.com/2022/11/21/insidebigdata-latest-news-11-21-2022/
[2] https://www.youtube.com/watch?v=-7v33I1vmAw

[2] https://www.youtube.com/watch?v=M_PbbMVg4ME&feature=youtu.be

[2] https://twitter.com/e_tissage/status/1597654391473201152/photo/1
[2] https://twitter.com/e_tissage/status/1597654378487644160/photo/1
[1] https://www.cloudquery.io/docs/plugins/overview
[1] https://www.cloudquery.io/how-to-guides/attack-surface-management-with-graph

Top URLs in Tweet in G5:
[4] https://twitter.com/danielcfng/status/1595240035644604417/photo/1
[2] https://neo4j.com/product/workspace/
[2] https://go.neo4j.com/WBR230124Predictions_Registration.html
[2] https://neo4j.com/blog/australian-department-infrastructure-graph/
[2] https://neo4j.com/whitepapers/the-power-of-graph-data-science/
[1] https://twitter.com/AlexBerenson/status/1612540451570982924/photo/1
[1] https://www.computerweekly.com/blog/Data-Matters/Managing-the-maritime-ecoosystem-with-graph-technology?utm_content=230520966&utm_medium=social&utm_source=twitter&hss_channel=tw-1207396406463549440
[1] https://twitter.com/OrbitMI_/status/1600090175471849474/photo/1
[1] https://okt.to/m7nbvf
[1] https://youtu.be/-afDb0jlFYY

Top URLs in Tweet in G6:
[41] http://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[16] https://securityonline.info/cypherhound-260-neo4j-cyphers-for-bloodhound-data-sets/
[9] https://www.kitploit.com/2023/01/cypherhound-terminal-application-that.html
[2] https://github.com/idnahacks/GoodHound
[2] https://twitter.com/CyberWarship/status/1599775604974534658/photo/1
[1] https://twitter.com/santosomar/status/1609568834469482500/photo/1
[1] https://twitter.com/KitPloit/status/1609568737106984965/photo/1
[1] https://twitter.com/KitPloit/status/1610635638042247171/photo/1
[1] https://blueteam.news/cypherhound-python3-terminal-application-that-contains-190-neo4j-cyphers-for-bloodhound-data-sets/?utm_source=dlvr.it&utm_medium=twitter
[1] https://professionalhackers.in/cypherhound-terminal-application-that-contains-260-neo4j-cyphers-for-bloodhound-data-sets/

Top URLs in Tweet in G7:
[14] https://sdtimes.com/software-development/neo4j-announces-general-availability-of-neo4j-5/
[10] https://www.techtarget.com/searchdatamanagement/news/252527112/Neo4j-5-accelerates-graph-database-queries
[4] https://towardsdatascience.com/investigate-family-connections-between-house-of-dragon-and-game-of-thrones-characters-ff2afd5bdb82?source=social.tw
[4] https://towardsdatascience.com/analyzing-the-evolution-of-life-on-earth-with-neo4j-7daeeb1e032d?source=social.tw
[4] https://medium.com/m/global-identity-2?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fanalyze-your-website-with-nlp-and-knowledge-graphs-88e291f6cbf4
[4] https://www.datanami.com/2022/11/10/neo4j-releases-the-next-generation-of-its-graph-database/
[4] https://twitter.com/i_am_rocha/status/1503736306844712971/photo/1
[3] https://www.meetup.com/data-umbrella/events/289827603/
[3] https://towardsdatascience.com/beating-wikirace-by-finding-the-optimal-path-with-neo4j-and-dijkstras-algorithm-1e11193c55bb
[3] https://twitter.com/pythonchiledev/status/1586083710549766144/photo/1

Top URLs in Tweet in G8:
[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://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
[2] https://www.meetup.com/graph-database-delhi-ncr/events/290823848/
[2] https://twitter.com/plastic96_/status/1612635053770821632/photo/1
[2] https://github.com/Emurgo/yoroi-graphql-migration-backend/releases/tag/neo4j-rc.12
[2] https://github.com/Emurgo/yoroi-graphql-migration-backend/releases/tag/neo4j-rc.23

Top URLs in Tweet in G9:
[3] https://hopin.com/events/nodes-2022/registration?utm_campaign=livetweet&utm_source=Twitter
[2] https://engatica.com/blog/iot-influencers-to-follow-in-2023?contentId=636a4cd66c1e791e2092cf7f?utm_source=backlinks&utm_medium=top-50-iot-influencers&utm_campaign=backlinks
[2] https://hopin.com/events/nodes-2022/registration
[2] https://www.medizin.uni-greifswald.de/medizininformatik/news/singleview/?tx_ttnews%5Btt_news%5D=32&cHash=711142dab967989e4d0662d950740357
[1] http://hsc.fed.wiki/hypertext-super-collaborator.html
[1] https://twitter.com/aaronholtN4j/status/1584547779963125763
[1] https://neo4j.com/developer-blog/nodes-2022-microsofts-mark-heckler-bridges-azure-with-neo4j-and-spring/
[1] https://github.com/sdaschner/favorite-coffee
[1] https://blog.sebastian-daschner.com/tags/neo4j
[1] https://www.sebastian-daschner.com/courses/

Top URLs in Tweet in G10:
[4] https://sfconservancy.org/blog/2022/mar/30/neo4j-v-purethink-open-source-affero-gpl/
[3] https://thenewstack.io/try-a-neo4j-graph-database-right-here-right-now/
[3] https://news.ycombinator.com/item?id=33916240
[3] https://echojobs.io/job/neo4j-senior-sales-engineer-xrqxg?ref=twitter&utm_source=twitter
[3] https://echojobs.io/job/neo4j-integration-software-engineer-ms495?ref=twitter&utm_source=twitter
[3] https://echojobs.io/job/neo4j-investigate-software-engineer-1yttk?ref=twitter&utm_source=twitter
[2] https://thenewstack.io/neo4j-5-hits-ga-with-major-performance-scalability-improvements/
[2] https://ttabvue.uspto.gov/ttabvue/v?pno=92079619
[2] https://echojobs.io/job/neo4j-sr-it-support-engineer-remote-east-coast-gto2y?ref=twitter&utm_source=twitter
[2] https://echojobs.io/job/neo4j-sr-it-support-engineer-remote-east-coast-dy8pc?ref=twitter&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[1432] twitter.com
[417] okt.to
[221] github.com
[199] neo4j.com
[144] memgraph.com
[139] amazon.com
[114] youtube.com
[111] hopin.com
[85] kitploit.com
[77] getthatright.com

Top Domains in Tweet in G1:
[493] twitter.com
[338] okt.to
[67] hopin.com
[29] neo4j.com
[22] youtube.com
[21] github.com
[18] ai-jobs.net
[8] kitploit.com
[8] dbta.com
[6] it-novum.com

Top Domains in Tweet in G2:
[171] twitter.com
[118] amazon.com
[91] memgraph.com
[31] github.com
[31] neo4j.com
[20] kitploit.com
[16] medium.com
[14] google.com
[11] linkedin.com
[11] venturebeat.com

Top Domains in Tweet in G3:
[411] twitter.com
[78] github.com
[68] neo4j.com
[46] okt.to
[30] thenewstack.io
[30] memgraph.com
[29] youtube.com
[22] amalgaminsights.com
[18] hopin.com
[11] medium.com

Top Domains in Tweet in G4:
[30] twitter.com
[12] youtube.com
[6] golangprojects.com
[6] yworks.com
[3] medium.com
[2] insidebigdata.com
[2] cloudquery.io
[2] okt.to
[2] github.com
[2] gov.in

Top Domains in Tweet in G5:
[31] twitter.com
[30] neo4j.com
[15] okt.to
[3] youtu.be
[1] computerweekly.com
[1] grindsuccess.com
[1] techcollectivesea.com
[1] comparethecloud.net
[1] linkedin.com
[1] youtube.com

Top Domains in Tweet in G6:
[50] kitploit.com
[16] securityonline.info
[5] twitter.com
[2] github.com
[1] blueteam.news
[1] professionalhackers.in

Top Domains in Tweet in G7:
[35] twitter.com
[14] sdtimes.com
[11] towardsdatascience.com
[10] techtarget.com
[7] meetup.com
[6] medium.com
[6] okt.to
[5] hopin.com
[5] datanami.com
[4] johnsnowlabs.com

Top Domains in Tweet in G8:
[39] twitter.com
[32] github.com
[6] meetup.com
[2] hopin.com
[1] google.com
[1] neo4j.com
[1] growthschool.io
[1] okt.to
[1] kitploit.com
[1] forms.gle

Top Domains in Tweet in G9:
[14] twitter.com
[5] hopin.com
[4] neo4j.com
[4] uni-greifswald.de
[4] medium.com
[3] github.com
[2] engatica.com
[2] sebastian-daschner.com
[2] hsforms.com
[1] fed.wiki

Top Domains in Tweet in G10:
[39] echojobs.io
[6] thenewstack.io
[4] sfconservancy.org
[4] twitter.com
[3] ycombinator.com
[3] bigmarker.com
[2] neo4j.com
[2] uspto.gov
[2] paper.li
[1] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[972] neo4j
[761] nodes2022
[340] binancexec
[256] graphdatabase
[210] livetweet
[188] memgraph
[127] database
[109] datascience
[108] python
[82] cypher



Top Hashtags in Tweet in G1:
[381] nodes2022
[359] neo4j
[144] livetweet
[81] graphdatabase
[42] graphdatascience
[42] machinelearning
[39] datascience
[35] graphtechnology
[29] graph
[29] neo4j5

Top Hashtags in Tweet in G2:
[118] memgraph
[100] neo4j
[88] graphdatabase
[56] database
[48] memgraphdb
[18] csv
[14] nodes2022
[11] datascience
[11] cybersecurity
[11] github

Top Hashtags in Tweet in G3:
[303] neo4j
[285] nodes2022
[46] livetweet
[39] graphdatabase
[36] cypher
[34] adventofcode
[31] memgraph
[27] graph
[27] adventofcode2022
[25] datascience

Top Hashtags in Tweet in G4:
[12] database
[11] neo4j
[11] ff
[7] graphdatabase
[6] golang
[6] bangalore
[5] nodes2022
[4] graphdatabases
[4] dataviz
[3] microservices

Top Hashtags in Tweet in G5:
[11] neo4j
[8] graphdatabase
[5] graph
[3] graphtechnology
[3] graphdatascience
[3] cloud
[3] neo4j5
[3] apac
[3] nodes2022
[2] free

Top Hashtags in Tweet in G6:
[3] cybersecurity
[2] infosec
[2] redteam
[2] pentest
[1] bugbountytips
[1] hacking
[1] tools
[1] activedirectory
[1] security

Top Hashtags in Tweet in G7:
[37] neo4j
[19] nodes2022
[16] datascience
[9] graphs
[7] cziscience
[6] machinelearning
[5] dataanalytics
[4] graphdatabase
[4] nlp
[4] seo

Top Hashtags in Tweet in G8:
[21] cardano
[9] devfestpatna
[7] neo4j
[6] meetup
[5] technology
[4] devrel
[3] graphsareeverywhere
[2] nodes2022
[2] devfest2022
[2] graphdatabase

Top Hashtags in Tweet in G9:
[340] binancexec
[17] nodes2022
[17] ecash
[17] xec
[16] neo4j
[6] livetweet
[5] graphcommunity
[4] python
[3] spring
[3] prediction

Top Hashtags in Tweet in G10:
[44] tech
[41] softwareengineer
[41] jobs
[20] api
[19] remote
[19] wfh
[16] python
[16] r
[16] java
[13] javascript

Top Words
Top Words in Tweet in Entire Graph:
[4075] neo4j
[1361] graph
[959] #neo4j
[894] data
[753] #nodes2022
[493] database
[340] #binancexec
[313] more
[293] learn
[290] using

Top Words in Tweet in G1:
[1088] neo4j
[479] graph
[373] #nodes2022
[352] #neo4j
[246] data
[144] #livetweet
[120] learn
[113] 2022
[108] more
[107] nodes

Top Words in Tweet in G2:
[682] neo4j
[227] graph
[119] data
[118] #memgraph
[102] database
[96] #neo4j
[88] #graphdatabase
[56] #database
[55] databases
[51] practical

Top Words in Tweet in G3:
[912] neo4j
[302] #neo4j
[285] #nodes2022
[251] graph
[201] data
[90] more
[72] database
[69] live
[68] great
[65] mesirii

Top Words in Tweet in G4:
[61] neo4j
[22] redisinc
[21] data
[21] graph
[20] arangodb
[19] couchbase
[18] postgresql
[15] fauna
[15] mariadb
[14] mongodb

Top Words in Tweet in G5:
[29] neo4j
[12] graph
[11] #neo4j
[8] #graphdatabase
[7] data
[6] more
[6] mymdec
[6] channelnewsasia
[6] workspace
[5] shelovesdata

Top Words in Tweet in G6:
[113] neo4j
[113] bloodhound
[71] cyphers
[71] sets
[71] cypherhound
[71] data
[66] 260
[56] application
[56] contains
[56] terminal

Top Words in Tweet in G7:
[101] neo4j
[50] graph
[38] data
[36] #neo4j
[35] learn
[34] dataumbrella
[34] using
[33] event
[32] upcoming
[29] analyze

Top Words in Tweet in G8:
[140] neo4j
[60] rc
[50] graph
[31] graphql
[31] yoroi
[31] emurgo
[31] released
[31] migration
[31] backend
[30] pedromtcosta

Top Words in Tweet in G9:
[340] #binancexec
[108] neo4j
[29] mkheck
[28] nachristakis
[28] wheresrhys
[28] emileifrem
[28] dagmarwaltemath
[27] wardcunningham
[26] daschners
[26] dgg32

Top Words in Tweet in G10:
[132] neo4j
[44] hiring
[44] #tech
[41] #jobs
[41] #softwareengineer
[39] engineer
[23] london
[22] uk
[20] #api
[19] #remote

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[295] graph,database
[289] #binancexec,#binancexec
[179] graph,data
[176] neo4j,graph
[153] data,science
[147] data,sets
[139] neo4j,cyphers
[138] #livetweet,neo4j
[137] cyphers,bloodhound
[137] bloodhound,data

Top Word Pairs in Tweet in G1:
[117] #livetweet,neo4j
[75] over,world
[75] great,content
[75] #nodes2022,great
[75] speakers,over
[74] content,speakers
[74] graph,data
[73] participating,#nodes2022
[73] world,#livetweet
[72] nodes,2022

Top Word Pairs in Tweet in G2:
[77] graph,database
[44] neo4j,graph
[42] #memgraph,#graphdatabase
[40] #memgraphdb,#database
[36] graph,data
[36] neo4j,cyphers
[35] 260,neo4j
[34] data,sets
[34] cyphers,bloodhound
[34] bloodhound,data

Top Word Pairs in Tweet in G3:
[44] neo4j,#nodes2022
[38] graph,database
[36] #neo4j,#nodes2022
[34] graph,data
[29] data,science
[26] full,stack
[22] neo4j,graph
[22] #nodes2022,#livetweet
[20] looking,forward
[19] mdavidallen,neo4j

Top Word Pairs in Tweet in G4:
[12] oracledatabase,sqlserver
[12] redisinc,neo4j
[12] teradata,filemakertoday
[12] mongodb,teradata
[12] filemakertoday,redisinc
[12] db2zlabnews,mysql
[12] sqlserver,db2zlabnews
[12] mysql,postgresql
[12] postgresql,mongodb
[11] mariadb,snowflakedb

Top Word Pairs in Tweet in G5:
[5] #neo4j,#graphdatabase
[3] excited,announce
[3] ausbiztv,tickernewsco
[3] #neo4j5,#neo4j
[3] neo4j,workspace
[3] graph,database
[3] take,look
[3] connected,data
[2] agenda,region
[2] answer,questions

Top Word Pairs in Tweet in G6:
[71] data,sets
[71] neo4j,cyphers
[71] bloodhound,data
[71] cyphers,bloodhound
[66] 260,neo4j
[56] terminal,application
[56] application,contains
[51] cypherhound,terminal
[51] contains,260
[42] produce,actionable

Top Word Pairs in Tweet in G7:
[32] upcoming,event
[25] data,science
[25] dataumbrella,upcoming
[22] 9am,pt
[19] graph,database
[18] knowledge,graphs
[18] using,nlp
[17] starting,year
[17] year,strong
[17] analyze,website

Top Word Pairs in Tweet in G8:
[60] neo4j,rc
[31] yoroi,graphql
[31] backend,neo4j
[31] graphql,migration
[31] migration,backend
[30] pedromtcosta,emurgo
[30] released,pedromtcosta
[26] graph,database
[21] #cardano,ada
[21] emurgo,#cardano

Top Word Pairs in Tweet in G9:
[289] #binancexec,#binancexec
[26] neo4j,wardcunningham
[26] daschners,chaitra_latha
[26] mkheck,wheresrhys
[26] nachristakis,mkheck
[26] wheresrhys,daschners
[26] dagmarwaltemath,ashleighnfaith
[26] wardcunningham,emileifrem
[26] chaitra_latha,dgg32
[26] dgg32,dagmarwaltemath

Top Word Pairs in Tweet in G10:
[44] neo4j,hiring
[41] #tech,#softwareengineer
[41] #softwareengineer,#jobs
[22] london,uk
[19] #remote,#wfh
[18] engineer,#remote
[17] software,engineer
[17] #api,#tech
[14] support,engineer
[14] engineer,london

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

Top Replied-To in G1:
@neo4j
@hmvprasanna
@lyonwj
@piwai
@gordon_dhg
@adityasetyadi
@mesirii
@halftep
@rastadidi

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

Top Replied-To in G4:
@nearwizard
@graphileon
@ysebp
@mihaimaruseac
@hutsiedotcom
@e_tissage
@robtreat2
@craigmullins
@wilsonchua
@camsemantics

Top Replied-To in G5:
@neo4j
@alexberenson
@danielcfng

Top Replied-To in G7:
@tb_tomaz

Top Replied-To in G8:
@plastic96_
@sidagarwal04
@msbardhan
@coderabhinav
@mtschofield
@kamsusasi
@karthik_padman
@siddharth_hacks
@thesuranaverse

Top Replied-To in G9:
@neo4j
@namedgraph
@slobentanzer
@adamcowley
@healthecco

Top Replied-To in G10:
@emileifrem
@zakjan
@neo4j
@_wald0
@mbudiselicbuda
@mquinsland
@lukedavisseo
@lnordwall
@jmsuhy

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

Top Mentioned in G1:
@neo4j
@halftep
@lyonwj
@alexandererdl
@piwai
@emileifrem
@nachristakis
@mesirii
@adamcowley

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

Top Mentioned in G3:
@neo4j
@mesirii
@ikwattro
@rotnroll666
@lyonwj
@adamcowley
@emileifrem
@nachristakis
@alexandererdl
@thenewstack

Top Mentioned in G4:
@neo4j
@redisinc
@postgresql
@couchbase
@fauna
@mariadb
@arangodb
@mongodb
@datastax
@mysql

Top Mentioned in G5:
@neo4j
@channelnewsasia
@mymdec
@shelovesdata
@ausbiztv
@tickernewsco
@govtechsg
@gartner_inc
@pfizer
@computerweekly

Top Mentioned in G6:
@cyberwarship
@santosomar
@dinosn
@kitploit
@blueteamsec1
@netsecu

Top Mentioned in G7:
@dataumbrella
@neo4j
@tb_tomaz
@houseofswil
@wgrus
@oriolabril
@dhenschen
@techjournalist
@larryshamalama
@tdatascience

Top Mentioned in G8:
@neo4j
@sidagarwal04
@hack2skill
@kamsusasi
@mayankgbrc
@googledevsin
@cardano_updates
@plastic96_
@pranshupareekk
@googledevs

Top Mentioned in G9:
@neo4j
@mkheck
@emileifrem
@nachristakis
@wheresrhys
@dagmarwaltemath
@wardcunningham
@daschners
@chaitra_latha
@dgg32

Top Mentioned in G10:
@neo4j
@_wald0
@virginiemorgon
@gvteam
@eurazeo
@creandum
@morganstanley
@pichette
@emileifrem
@linkurious

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

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@javascriptd
@periscopeislit
@toudajew
@savetonotion
@hubofml
@thepixeldevs
@godfrey_g_
@shahzebalvi4

Top Tweeters in G2:
@rvp
@uhiiman
@thamizhpaiyan
@kinokuniyasale
@pavelnosok
@hntweets
@rdelinfo
@suriyasubraman
@feedpushr
@berlingonzalezs

Top Tweeters in G3:
@dataaugmented
@jobsviatweet
@forbes
@greentechdon
@bjadams156
@paxxman
@briantrice
@_dotnetbot_
@venturebeat
@memdotai

Top Tweeters in G4:
@slackhq
@cool_golang
@rururu3
@ibmdeveloper
@amazon
@craigmullins
@franckpachot
@goi_meity
@teradata
@ng_ink

Top Tweeters in G5:
@indianexpress
@timesofindia
@telstra
@channelnewsasia
@skynews
@straits_times
@optus
@celcom
@malaymail
@smh

Top Tweeters in G6:
@netsecu
@jingbay
@cyberdfir
@gardenersantana
@cybsecbot
@juanjoap16
@4constellation
@alex_ramirez69
@dinosn
@gowthamsadasiva

Top Tweeters in G7:
@vonrosenchild
@ricardo_ik_ahau
@techjunkiejh
@hubbucket
@dasfintechbot
@holgermu
@ainewsfeed
@lucasoft_co_uk
@_oliviabot
@constellationr

Top Tweeters in G8:
@pythonroboto
@cipherstorm
@joriplevy
@kibounitsuite01
@offethhacker
@pchiziane
@chrisfryers67
@n0ipr0cs
@bh26
@siddharth_hacks

Top Tweeters in G9:
@lisacrispin
@compchembiobot
@activithink
@jadp
@mkheck
@azure
@samnewman
@mxjzsti5csqf1cx
@dailydotdev
@juliendubois

Top Tweeters in G10:
@ml_tweet_bot
@washingtonpost
@grjenkin
@techinjektion
@kirkdborne
@betterhn50
@iethics
@abridgwater
@jobs3j
@lukedavisseo