neo4j, Twitter, 8/17/2021 11:17:27 AM, 260362


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neo4j_2021-08-16_22-24-00.xlsx
neo4j_2021-08-16_22-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2021
Short Description:
neo4j via NodeXL https://bit.ly/37P5rLv
@neo4j
@tigergraphdb
@evankirstel
@developerbot_v1
@kirkdborne
@majidsa42985270
@doctor_cerulean
@getreprise
@craigmullins
@researchdigisus

Top hashtags:
#graphdatabase
#neo4j
#panamapapers
#datascience
#graphdatabases
#python

Description:
Description
The graph represents a network of 1,535 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, 17 August 2021 at 05:25 UTC.

The requested start date was Tuesday, 17 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 1-minute period from Tuesday, 03 August 2021 at 00:58 UTC to Tuesday, 17 August 2021 at 00:00 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 : 1535
Unique Edges : 1040
Edges With Duplicates : 3405
Total Edges : 4445
Number of Edge Types : 5
Mentions : 861
Replies to : 258
Tweet : 245
MentionsInRetweet : 1807
Retweet : 1274
Self-Loops : 265
Reciprocated Vertex Pair Ratio : 0.0267942583732057
Reciprocated Edge Ratio : 0.0521901211556384
Connected Components : 128
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 1288
Maximum Edges in a Connected Component : 4141
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.956646
Graph Density : 0.000911372622298477
Modularity : 0.373373
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,535 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, 17 August 2021 at 05:25 UTC.

The requested start date was Tuesday, 17 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 1-minute period from Tuesday, 03 August 2021 at 00:58 UTC to Tuesday, 17 August 2021 at 00:00 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:
[21] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[19] https://neo4j.com/developer-blog/announcing-the-release-of-neo4j-graphql-library-2-0-0/?ref=social-blog
[17] https://twitter.com/neo4j/status/1314024715585871873
[14] 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
[12] https://info.tigergraph.com/buyers-guide-thank-you-part1?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[11] https://neo4j.com/developer-blog/deploying-neo4j-on-kubernetes-with-helm-charts/?ref=social-blog
[10] https://neo4j.com/blog/collected-data-connected-data/?ref=social-blog
[8] https://neo4j-rstats.github.io/user-guide/
[6] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[6] https://info.tigergraph.com/ldbc-benchmark-thank-you-0?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial

Top URLs in Tweet in G1:
[9] https://neo4j.com/developer-blog/announcing-the-release-of-neo4j-graphql-library-2-0-0/?ref=social-blog
[8] https://neo4j.com/blog/collected-data-connected-data/?ref=social-blog
[5] https://neo4j.com/developer-blog/deploying-neo4j-on-kubernetes-with-helm-charts/?ref=social-blog
[4] https://go.neo4j.com/de-210812-neo4j-live-demo-neo4j-aura-the-fastest-path-to-graph.html?ref=social-event
[4] https://neo4j.com/blog/achieving-liftoff-reflections-of-six-amazing-months-in-graph-databases/?ref=social-blog
[3] https://dynamicbusiness.com/featured/lets-talk-what-is-the-best-business-advice-you-ever-received.html
[3] https://digitalanarchist.com/videos/featured-guests/round-of-fundraising-neo4j
[3] https://biztech.asia/2021/07/28/enterprise-technology-show-featuring-neo4j/
[3] https://analyticsindiamag.com/how-neo4j-makes-the-hiring-process-smooth/
[3] https://startup.jobs/emea-digital-marketing-engagement-lead-senior-manager-director-neo4j-2329357

Top URLs in Tweet in G2:
[12] https://info.tigergraph.com/buyers-guide-thank-you-part1?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[6] https://info.tigergraph.com/ldbc-benchmark-thank-you-0?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[2] https://www.tigergraph.com/jaguar-land-rover/
[2] https://info.tigergraph.com/graph-ai-summit-spring-2021-leverage-graph-data-to-detect-fraud-in-real-time?utm_content=175317625&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[2] https://www.linkedin.com/posts/tigergraph_truth-behind-neo4js-trillion-relationship-activity-6833091975839793152-wJBw
[1] https://www.theregister.com/2021/05/10/jaguar_land_rover_tigergraph/?utm_content=175456870&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://info.tigergraph.com/ldbc-benchmark-thank-you?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[1] https://www.tigergraph.com/blog/doctor-360-with-exact-sciences-and-expero/?utm_content=176235370&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://www.tigergraph.com/blog/truth-behind-neo4js-trillion-relationship-graph/?utm_content=176537906&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://info.tigergraph.com/buyers-guide?utm_campaign=2020%20Graph%20Buyers%20Guide&utm_content=176563247&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786

Top URLs in Tweet in G3:
[7] https://neo4j.com/developer-blog/announcing-the-release-of-neo4j-graphql-library-2-0-0/?ref=social-blog
[5] https://neo4j.com/developer-blog/deploying-neo4j-on-kubernetes-with-helm-charts/?ref=social-blog
[2] https://spring.io/blog/2021/08/12/a-bootiful-podcast-neo4j-ceo-and-spring-data-cofounder-emil-eifrem-on-graphs-neo4j-and-more
[2] https://medium.com/m/global-identity?redirectUrl=https://towardsdatascience.com/neo4j-for-diseases-959dffb5b479%3Fsource%3Dsocial.tw
[2] https://twitter.com/datadotworld/status/1425561394670456843
[2] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[2] https://neo4j.com/labs/liquibase/
[2] https://twitter.com/Turk2250/status/1424734082991366147?s=20
[1] https://link.medium.com/Fp1Cl6E1Lib
[1] https://neo4j.com/developer/js-movie-app/

Top URLs in Tweet in G4:
[9] https://twitter.com/neo4j/status/1314024715585871873
[6] https://www.sesin.at/
[5] https://amalgaminsights.com/2021/06/18/neo4j-takes-on-the-battle-for-context-with-a-325-million-f-round/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://crate.io/
[5] https://amalgaminsights.com/2021/06/18/june-18-from-bi-to-ai/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] http://exploit.kitploit.com/2021/08/neo4j-3418-remote-code-execution.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/neo4j/status/1313925310665039872
[2] https://themarketgossip.com/2021/08/07/graph-database-market-analysis-and-forecast-2021-2026-ibm-microsoft-oracle-aws-neo4j-orientdb-tibco-franz-openlink-software-marklogic-tigergraph-datastax-ontotext-sta/?utm_source=dlvr.it&utm_medium=twitter
[2] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[2] https://neo4j.com/blog/collected-data-connected-data/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=from-collected-data-to-connected-data-httpgaggluk6n5k-3154435

Top URLs in Tweet in G5:
[20] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[8] https://neo4j-rstats.github.io/user-guide/
[3] https://odsc.com/california/speakers/?utm_campaign=ODSC%20West&utm_content=176048388&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[2] https://jobs.lever.co/neo4j/677d47b8-d8b3-4357-8487-1c31bf2d88f8
[2] https://www.amazon.co.jp/gp/product/B01N4WL0XS/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=akitonaha-22&creative=1211&linkCode=as2&creativeASIN=B01N4WL0XS&linkId=21774574251fdc26966c1899df5b2c39
[2] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/?ref=social-blog
[2] https://www.meetup.com/data-umbrella/events/279895809/?utm_content=buffer0269e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.meetup.com/data-umbrella/events/278955616/?utm_content=buffera2d30&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://neo4j.com/blog/collected-data-connected-data/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=from-collected-data-to-connected-data-httpgaggluk6n5k-3154435
[1] https://www.meetup.com/data-umbrella/events/278955616/?utm_content=bufferc460d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?v=16gObVDcEHY&feature=youtu.be

[3] https://block.fiverr.com/index.html?url=aHR0cDovL3d3dy5maXZlcnIuY29tL21vbmk2NjY0L2RvLWNsYXNzaWZpZWQtYWQtcG9zdGluZy1vbi10b3AtdXNhLXVrLWNhbmFkYS1zaXRlcz8=&uuid=6b966fc0-9e9c-11eb-b1fa-930852d84a48&vid=
[2] https://www.teal-consulting.de/2020/05/18/beschleunigung-von-bloodhound-automatisierung-von-neo4j-abfragen/
[2] https://twitter.com/neo4j/status/1314295499931840512
[1] https://www.educba.com/neo4j-alternatives/
[1] https://neo4j.com/product/#
[1] https://www.ossdirectory.com/
[1] https://twitter.com/COMPUTERWOCHE/status/1425766990510186498
[1] https://jobs.lever.co/neo4j/fc3ba24b-99eb-4d76-bc09-cb6d77700805
[1] https://www.fiverr.com/share/5VwAy6

Top URLs in Tweet in G7:
[12] 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
[1] https://github.com/blacklanternsecurity/spiderfoot-neo4j
[1] https://www.youtube.com/watch?v=IFpB65FycJI

[1] https://jobs.makesense.org/jobs/NcH38i9qXuspoWm0wWCe
[1] https://medium.com/neo4j/resotrack-exploring-the-resonate-api-with-django-neomodel-on-aura-da0eef97e65a

Top URLs in Tweet in G8:
[1] https://geekle.us/software_architecture

Top URLs in Tweet in G9:
[2] https://twitter.com/neo4j/status/1423268054486687747
[1] https://www.twitch.tv/neo4j
[1] https://github.com/lju-lazarevic/discoveraurafree#week-3-the-caruana-carlsen-chess-game-data-set
[1] https://www.youtube.com/watch?v=Eh_79goBRUk

[1] https://www.youtube.com/watch?v=GM9bB4ytGao&list=RDCMUCvze3hU6OZBkB1vkhH2lH9Q&index=2

[1] https://neo4j.com/graph-algorithms-book/
[1] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL211c2F0YXBhZGVyL2Rlc2lnbi1hLXdvcmRwcmVzcy13ZWJzaXRlLXdpdGgtZWxlbWVudG9yLXBybz8=&uuid=7795fa90-d3d3-11eb-aa7e-bd70c0193b64&vid=
[1] https://twitter.com/neo4j/status/1422238405719728129
[1] https://youtu.be/ft__hLZU2Ac
[1] https://www.fiverr.com/photogallery_bd/do-background-removal-photo-editing-white-transparent-images-33ef

Top URLs in Tweet in G10:
[2] https://stories-and-article.blogspot.com/2021/08/what-is-hypervisors-type-1-vs-type-2.html
[2] https://stories-and-article.blogspot.com/2021/08/what-is-smart-note-taker.html
[2] https://stories-and-article.blogspot.com/2021/08/what-is-paper-battery-advantages.html
[2] https://stories-and-article.blogspot.com/2021/08/what-are-differences-between-physical.html
[2] https://stories-and-article.blogspot.com/2021/08/what-is-cache-memory.html
[2] https://stories-and-article.blogspot.com/2021/08/what-is-proxy-server.html
[2] https://stories-and-article.blogspot.com/2021/08/what-are-ethernet-cables-utp-vs-stp.html
[2] https://stories-and-article.blogspot.com/2021/08/what-is-raid.html
[2] https://stories-and-article.blogspot.com/2021/08/what-is-ping-command.html
[2] https://stories-and-article.blogspot.com/2021/08/whats-difference-between-bluetooth-vs.html

Top Domains
Top Domains in Tweet in Entire Graph:
[161] neo4j.com
[58] twitter.com
[37] youtube.com
[30] blogspot.com
[26] tigergraph.com
[21] datasciencecentral.com
[20] fiverr.com
[19] medium.com
[15] co.jp
[14] meetup.com

Top Domains in Tweet in G1:
[88] neo4j.com
[13] youtube.com
[11] startup.jobs
[11] fiverr.com
[8] twitter.com
[4] github.com
[3] dynamicbusiness.com
[3] digitalanarchist.com
[3] biztech.asia
[3] analyticsindiamag.com

Top Domains in Tweet in G2:
[26] tigergraph.com
[2] theregister.com
[2] linkedin.com
[1] insidebigdata.com
[1] hubs.li

Top Domains in Tweet in G3:
[29] neo4j.com
[9] twitter.com
[8] medium.com
[3] youtube.com
[2] spring.io
[2] linkedin.com
[2] graphaware.com
[2] graphable.ai
[1] grandstack.io
[1] brand.live

Top Domains in Tweet in G4:
[18] neo4j.com
[17] twitter.com
[12] sesin.at
[10] mustbooks.net
[10] amalgaminsights.com
[5] crate.io
[2] kitploit.com
[2] linkedin.com
[2] youtube.com
[2] amazon.com

Top Domains in Tweet in G5:
[20] datasciencecentral.com
[10] meetup.com
[8] github.io
[5] neo4j.com
[3] odsc.com
[2] lever.co
[2] co.jp
[2] medium.com
[1] lastweekinaws.com
[1] github.com

Top Domains in Tweet in G6:
[5] youtube.com
[4] fiverr.com
[3] twitter.com
[2] teal-consulting.de
[1] educba.com
[1] neo4j.com
[1] ossdirectory.com
[1] lever.co

Top Domains in Tweet in G7:
[12] co.jp
[1] github.com
[1] youtube.com
[1] makesense.org
[1] medium.com

Top Domains in Tweet in G8:
[1] geekle.us

Top Domains in Tweet in G9:
[3] twitter.com
[2] youtube.com
[2] fiverr.com
[1] twitch.tv
[1] github.com
[1] neo4j.com
[1] youtu.be

Top Domains in Tweet in G10:
[28] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[392] graphdatabase
[288] neo4j
[259] panamapapers
[101] datascience
[61] graphdatabases
[57] python
[44] fincenfiles
[43] graphalgorithms
[42] gameofthrones
[38] twin4j



Top Hashtags in Tweet in G1:
[353] graphdatabase
[250] panamapapers
[111] neo4j
[46] graphdatabases
[39] datascience
[38] fincenfiles
[35] graphalgorithms
[34] gameofthrones
[26] recommendations
[21] twin4j

Top Hashtags in Tweet in G2:
[10] graphdb
[9] graphanalytics
[7] neo4j
[3] innovation
[3] ml
[3] ai
[3] bi
[3] bigdata
[3] graphaisummit
[2] graphdatabase

Top Hashtags in Tweet in G3:
[35] neo4j
[17] graphql
[10] twin4j
[9] graphs
[8] disease
[8] data
[8] epidemiology
[7] neo4jgraphqllibrary
[6] datascience
[6] textanalytics

Top Hashtags in Tweet in G4:
[14] neo4j
[5] creandum
[5] databricks
[5] dataiku
[5] altair
[5] crateio
[4] graphdatabases
[1] networkanalysis
[1] osint
[1] research

Top Hashtags in Tweet in G5:
[45] datascience
[23] machinelearning
[22] ai
[20] apachespark
[20] abdsc
[20] bigdata
[18] neo4j
[10] dataanalytics
[7] rstats
[6] timeseries

Top Hashtags in Tweet in G6:
[35] neo4j
[12] graphdatabase
[10] opensource
[3] panamapapers
[2] fincenfiles
[2] graphalgorithms
[2] datascience
[2] gameofthrones
[1] cloud
[1] mã¼nchen

Top Hashtags in Tweet in G7:
[46] python
[7] neo4j
[6] django
[6] palmbeachtech
[5] graphdatabase
[4] offshore
[4] php
[4] mysql
[2] twin4j
[2] 数学

Top Hashtags in Tweet in G8:
[3] ff
[3] database
[1] sql
[1] nosql
[1] postgresql

Top Hashtags in Tweet in G9:
[19] neo4j
[3] recommendations
[3] graphdatabase
[2] nodes2021
[2] fincenfiles
[2] panamapapers
[1] graphalgorithms
[1] datascience
[1] gameofthrones
[1] twin4j

Top Hashtags in Tweet in G10:
[17] doyoung
[17] mark
[11] 도영
[5] 도영

Top Words
Top Words in Tweet in Entire Graph:
[1626] neo4j
[560] data
[545] today
[498] something
[490] try
[423] graph
[394] explore
[392] #graphdatabase
[391] ø
[336] set

Top Words in Tweet in G1:
[821] neo4j
[461] today
[429] something
[423] try
[383] data
[366] explore
[353] #graphdatabase
[314] set
[291] easy
[279] started

Top Words in Tweet in G2:
[173] tigergraph
[170] tigergraphdb
[124] learn
[119] graph
[113] database
[109] jaguar
[109] land
[102] neo4j
[82] rover's
[82] trials

Top Words in Tweet in G3:
[200] neo4j
[61] graph
[56] data
[35] #neo4j
[33] emileifrem
[33] database
[25] research
[18] library
[18] series
[18] ceo

Top Words in Tweet in G4:
[72] neo4j
[30] graph
[15] 18
[14] #neo4j
[13] data
[12] database
[10] æ
[10] market
[9] 2021
[9] ç

Top Words in Tweet in G5:
[49] neo4j
[45] #datascience
[26] systems
[26] research
[25] data
[25] tues
[25] august
[25] 9am
[25] pdt
[25] 12pm

Top Words in Tweet in G6:
[65] neo4j
[48] today
[47] try
[47] something
[41] graphql
[35] #neo4j
[33] cloud
[32] spin
[32] instance
[32] start

Top Words in Tweet in G7:
[72] neo4j
[46] #python
[45] data
[37] graph
[34] support
[33] spiderfoot
[32] thetechr0mancer
[32] database
[31] wrote
[31] tool

Top Words in Tweet in G8:
[5] mongodb
[5] redislabs
[4] oracledatabase
[4] sqlserver
[4] db2zlabnews
[4] mysql
[4] postgresql
[4] teradata
[4] filemakertoday
[4] neo4j

Top Words in Tweet in G9:
[47] neo4j
[27] alexandererdl
[27] ellazal
[19] #neo4j
[17] episode
[16] discover
[16] aura
[16] free
[15] miss
[15] catch

Top Words in Tweet in G10:
[32] peterhotez
[28] neo4j
[28] fgdewji
[27] sylviaduckworth
[26] drdaltonsmith
[20] idiazayuso
[18] teachergoals
[17] bridgecrewio
[17] mindshiftkqed
[17] nctdaoying

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[488] try,something
[487] something,today
[479] neo4j,try
[383] today,explore
[333] data,set
[289] easy,started
[258] set,#graphdatabase
[258] #graphdatabase,sandbox
[257] explore,#panamapapers
[257] sandbox,easy

Top Word Pairs in Tweet in G1:
[423] try,something
[422] something,today
[414] neo4j,try
[362] today,explore
[314] data,set
[277] easy,started
[250] set,#graphdatabase
[250] #graphdatabase,sandbox
[249] sandbox,easy
[249] explore,#panamapapers

Top Word Pairs in Tweet in G2:
[109] jaguar,land
[109] graph,database
[82] learn,jaguar
[82] land,rover's
[82] rover's,trials
[82] trials,tribulations
[82] tribulations,path
[82] path,tigergraph
[82] tigergraph,graph
[82] database,scale

Top Word Pairs in Tweet in G3:
[24] graph,database
[14] bite,sized
[14] sized,neo4j
[14] neo4j,data
[13] database,neo4j
[13] neo4j,instrumental
[13] instrumental,knowledge
[13] knowledge,discovery
[13] discovery,biomedical
[13] biomedical,research

Top Word Pairs in Tweet in G4:
[10] neo4j,18
[10] graph,database
[7] remote,code
[7] code,execution
[6] cve,2021
[6] database,market
[6] graph,algorithms
[5] 2021,34371
[5] 34371,neo4j
[5] rmi,service

Top Word Pairs in Tweet in G5:
[26] systems,research
[25] tues,august
[25] 9am,pdt
[25] pdt,12pm
[25] 12pm,edt
[20] #apachespark,basics
[20] basics,10
[20] 10,minute
[20] minute,tutorials
[20] tutorials,#abdsc

Top Word Pairs in Tweet in G6:
[47] neo4j,try
[47] try,something
[47] something,today
[32] today,spin
[32] spin,#neo4j
[32] #neo4j,instance
[32] instance,cloud
[32] cloud,start
[32] start,querying
[32] querying,graphql

Top Word Pairs in Tweet in G7:
[32] graph,database
[31] wrote,#python
[31] #python,tool
[31] tool,import
[31] import,analyze
[31] analyze,spiderfoot
[31] spiderfoot,osint
[31] osint,data
[31] data,neo4j
[31] neo4j,graph

Top Word Pairs in Tweet in G8:
[4] oracledatabase,sqlserver
[4] sqlserver,db2zlabnews
[4] db2zlabnews,mysql
[4] mysql,postgresql
[4] postgresql,mongodb
[4] mongodb,teradata
[4] teradata,filemakertoday
[4] filemakertoday,redislabs
[4] neo4j,cassandra
[3] redislabs,neo4j

Top Word Pairs in Tweet in G9:
[26] alexandererdl,ellazal
[16] episode,discover
[16] discover,#neo4j
[16] #neo4j,aura
[16] aura,free
[15] free,alexandererdl
[15] ellazal,catch
[15] repo,write
[14] neo4j,miss
[12] catch,github

Top Word Pairs in Tweet in G10:
[28] neo4j,fgdewji
[27] fgdewji,sylviaduckworth
[26] sylviaduckworth,drdaltonsmith
[20] drdaltonsmith,idiazayuso
[17] teachergoals,bridgecrewio
[17] bridgecrewio,mindshiftkqed
[17] mindshiftkqed,nctdaoying
[17] nctdaoying,#doyoung
[17] 0802lees,#mark'
[17] #mark',moodewji

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@ikwattro
@purbon
@vhmth
@coproduto
@lyonwj
@vittostack
@hiram_kihoro
@rvanbruggen
@bernhardsson

Top Replied-To in G1:
@neo4j
@vittostack
@builtin
@priyanshuindra4
@analyticsindiam
@kenwagatsuma
@alt159
@jibeteta
@javascriptmick

Top Replied-To in G3:
@ikwattro
@purbon
@neo4j
@lyonwj
@infosechoudini
@rvanbruggen
@hiram_kihoro
@4doss
@ajankelo
@raumzeitfalle

Top Replied-To in G5:
@sellorm
@josiahparry
@sharkey

Top Replied-To in G6:
@neo4j
@researchdigisus

Top Replied-To in G7:
@thetechr0mancer

Top Replied-To in G8:
@craigmullins

Top Replied-To in G9:
@neo4j
@circumspectdev

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@tigergraphdb
@icijorg
@graphql
@emileifrem
@ellazal
@spiderfoot
@thetechr0mancer
@alexandererdl
@cod

Top Mentioned in G1:
@neo4j
@icijorg
@amyhodler
@ellazal
@emileifrem
@alexandererdl
@insidebigdata1
@quipu18
@wiber
@akollegger

Top Mentioned in G2:
@tigergraphdb
@theregister
@gojektech
@evankirstel
@neo4j

Top Mentioned in G3:
@neo4j
@emileifrem
@darrell_warde
@mesirii
@dgg32
@cjlovesdata1
@tdatascience
@starbuxman
@lyonwj
@hubbucket

Top Mentioned in G4:
@acooedi

Top Mentioned in G5:
@neo4j
@kirkdborne
@seanmylaw
@jimwebber
@_colinfay
@dataumbrella
@brendancol
@dataumbrellaafr
@icymi_r
@sellorm

Top Mentioned in G6:
@neo4j
@graphql
@cod
@researchdigisus
@codesandbox
@teal_technology
@icijorg
@angular
@denisbatist

Top Mentioned in G7:
@neo4j
@spiderfoot
@thetechr0mancer
@kenreitz42
@pknerd
@bookloveru2
@resonatecoop
@thesilverlogic
@_andyamo
@shinyriver5

Top Mentioned in G8:
@mongodb
@redislabs
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@postgresql
@teradata
@filemakertoday
@neo4j

Top Mentioned in G9:
@neo4j
@alexandererdl
@ellazal
@boardgamegeek
@nba
@fivethirtyeight
@lyonwj
@icijorg
@quipu18
@cjlovesdata1

Top Mentioned in G10:
@neo4j
@fgdewji
@sylviaduckworth
@drdaltonsmith
@idiazayuso
@teachergoals
@bridgecrewio
@mindshiftkqed
@nctdaoying
@0802lees

Top Tweeters
Top Tweeters in Entire Graph:
@danielpilotte1
@chidambara09
@xaelbot
@5fec93919a544d3
@codedailybot
@tovaga
@evankirstel
@ary_antipt
@rosenchild
@thedeveloperbot

Top Tweeters in G1:
@chidambara09
@tovaga
@ary_antipt
@aldoceccarelli
@sosmcwin
@18akgoyal
@edgardogarciasa
@andrewmorrisuk
@ml_tweet_bot
@devvibesbot

Top Tweeters in G2:
@danielpilotte1
@5fec93919a544d3
@evankirstel
@amuraovonn
@pickooo
@modifidbhaaarat
@subhash20007704
@combatsespoir
@das_sharu
@ranidasi13

Top Tweeters in G3:
@rosenchild
@hubbucket
@syawal
@greentechdon
@djriveraros
@tiagoooliveira
@fingonc
@starbuxman
@nopiedra
@jasonlk

Top Tweeters in G4:
@rvp
@abnewswire
@pressrelease_cc
@www_sesin_at
@eagerbeavertech
@wolfgangsesin
@freelancejobrss
@cvenew
@cackerman1
@deepquest

Top Tweeters in G5:
@mackdrama1017
@ricardo_ik_ahau
@thecuriousluke
@rstatstweet
@the404code
@junjudapi
@kirkdborne
@prometheus_bot
@developerbot_v1
@rstats4ds

Top Tweeters in G6:
@denisbatist
@opensource_orgs
@precision_mats
@n_1215
@bartholomeubar1
@maruyama3
@ogugudayo
@1amageek
@takumatokuma
@bahserign

Top Tweeters in G7:
@thedeveloperbot
@discovertech3
@ipythonistabot
@djangobot_
@_funbot
@rdsweb
@blkhwk0ps
@codewithtwitchi
@py_data_sci
@kakarbot

Top Tweeters in G8:
@craigmullins
@wesley83
@teradata
@filemakertoday
@couchbase
@mongodb
@n
@sqlserver
@influxdb
@sapinmemory

Top Tweeters in G9:
@nba
@fivethirtyeight
@adam_funama
@enrikelopez
@amitnpc1989
@ulfateh
@roberto14110
@carloscotrino2
@boardgamegeek
@rishabh23645840

Top Tweeters in G10:
@nctdaoying
@0802lees
@sylviaduckworth
@peterhotez
@idiaz
@drbradjohnson
@mindshiftkqed
@idiazayuso
@bridge
@teachergoals


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