neo4j, Twitter, 2/9/2021 5:26:49 PM, 247401


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neo4j_2021-02-08_22-16-24.xlsx
neo4j_2021-02-08_22-16-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 09, 2021
Short Description:
neo4j via NodeXL https://bit.ly/2MPJ41F
@neo4j
@ellazal
@elonmusk
@cryptofido
@visiumanalytics
@tb_tomaz
@danielcfng
@barrasadv
@craigmullins
@richardeudes

Top hashtags:
#neo4j
#graphdatabase
#graphdatabases
#python
#twin4j
#database
#datascience
#auraenterprise

Description:
Description
The graph represents a network of 1,012 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, 09 February 2021 at 06:19 UTC.

The requested start date was Tuesday, 09 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 21-hour, 51-minute period from Tuesday, 26 January 2021 at 01:05 UTC to Monday, 08 February 2021 at 22:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1012
Unique Edges : 1168
Edges With Duplicates : 2352
Total Edges : 3520
Number of Edge Types : 5
Retweet : 743
MentionsInRetweet : 1240
Replies to : 212
Mentions : 1003
Tweet : 322
Self-Loops : 329
Reciprocated Vertex Pair Ratio : 0.0601930721181147
Reciprocated Edge Ratio : 0.113551151580075
Connected Components : 135
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 821
Maximum Edges in a Connected Component : 3294
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.366305
Graph Density : 0.00182478898128492
Modularity : 0.385421
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,012 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, 09 February 2021 at 06:19 UTC.

The requested start date was Tuesday, 09 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 21-hour, 51-minute period from Tuesday, 26 January 2021 at 01:05 UTC to Monday, 08 February 2021 at 22:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : neo4j
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://jobs.lever.co/neo4j/677d47b8-d8b3-4357-8487-1c31bf2d88f8
[16] https://neo4j.com/blog/neo4j-aura-enterprise-ga-release/?ref=social
[16] https://couponos.me/coupon/graph-database-neo4j-with-spring-boot/
[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
[14] https://www.imaginea.com/building-graphql-api-with-spring-boot-neo4j-and-kong-part-1/
[12] https://medium.com/neo4j/making-sense-of-news-the-knowledge-graph-way-d33810ce5005
[11] https://neo4j.com/press-releases/Announcing-Neo4j-Aura-Enterprise
[11] https://arrows.app/
[10] https://searchdatamanagement.techtarget.com/news/252495411/Neo4j-unveils-cloud-graph-database-for-the-enterprise
[9] https://github.com/neo4j/graph-data-science/releases/tag/1.5.0-alpha04

Top URLs in Tweet in G1:
[5] https://neo4j.com/blog/neo4j-aura-enterprise-ga-release/?ref=social
[5] https://neo4j.com/blog/neo4j-aura-enterprise-ga-release/?ref=social-blog
[4] https://neo4j.com/blog/enterprise-real-time-recommendation/?ref=social-blog
[4] https://neo4j.com/press-releases/Announcing-Neo4j-Aura-Enterprise
[4] https://neo4j.com/blog/top-10-use-cases-knowledge-graphs/
[4] https://jobs.lever.co/neo4j/677d47b8-d8b3-4357-8487-1c31bf2d88f8
[4] https://neo4j.com/blog/graphcast-follow-the-money-fraud-networks-emil-eifrem/?ref=social
[3] https://solutionsreview.com/business-intelligence/data-science-and-analytics-predictions-from-experts-for-2021/
[3] https://neo4j.com/blog/top-10-use-cases-anti-money-laundering/?ref=social-blog
[3] https://www.datanami.com/2021/01/27/neo4j-goes-enterprise-grade-with-graph-db-for-cloud/

Top URLs in Tweet in G2:
[23] https://jobs.lever.co/neo4j/677d47b8-d8b3-4357-8487-1c31bf2d88f8
[13] 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
[11] https://medium.com/neo4j/making-sense-of-news-the-knowledge-graph-way-d33810ce5005
[7] https://github.com/neo4j/graph-data-science/releases/tag/1.5.0-alpha04
[6] https://nebula-graph.io/posts/neo4j-nebula-graph-import-best-practice/
[5] http://www.odbms.org/2021/01/on-graph-databases-qa-with-jim-webber/
[5] https://jbarrasa.com/2021/01/29/quickgraph16-the-english-wordnet-in-neo4j-part-1/
[5] https://jbarrasa.com/2021/02/05/quickgraph17-the-english-wordnet-in-neo4j-part-2/
[4] https://twitter.com/BarrasaDV/status/1356923119789817857
[3] https://neo4j.com/blog/neo4j-aura-enterprise-ga-release/?ref=social

Top URLs in Tweet in G3:
[6] https://searchdatamanagement.techtarget.com/news/252495411/Neo4j-unveils-cloud-graph-database-for-the-enterprise
[3] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fbuilding-a-map-of-your-python-project-using-graph-technology-visualize-your-code-6764e81f3500
[2] https://devops.com/introducing-neo4j-aura-enterprise-the-cloud-graph-database-chosen-by-leading-brands/
[2] https://www.theregister.com/2021/01/27/neo4j_joins_the_dbaas_club/
[2] https://metacpan.org/release/AJNN/Neo4j-Driver-0.21
[1] https://github.com/neo4j/neo4j-go-driver/pull/184/files
[1] https://pkg.go.dev/mod/github.com/neo4j/neo4j-go-driver
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Ffinding-synergies-with-network-analysis-using-neo4j-to-identify-the-best-pok%25C3%25A9mon-teams-4ff89e791671
[1] https://imgur.com/a/69Wj5PZ

Top URLs in Tweet in G4:
[14] https://www.imaginea.com/building-graphql-api-with-spring-boot-neo4j-and-kong-part-1/
[4] https://neo4j.com/blog/neo4j-aura-enterprise-ga-release/?ref=social
[3] https://twitter.com/fbiville/status/1354100497750384640
[3] https://neo4j.com/whitepapers/gartner-graph-technology-business-use-case/?ref=social-camp&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=gartner-report-understanding-when-graph-technologies-are-best-f-2872944
[3] https://neo4j.com/blog/neo4j-aura-enterprise-ga-release/?ref=social&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=introducing-neo4j-aura-enterprise-ga-release-httpgagglrlo-2857989
[3] https://neo4j.com/blog/exploring-graphs-with-bearingpoint-the-5-minute-interview/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=exploring-graphs-with-bearingpoint-the-5-minute-interview-http-2860672
[2] https://jobs.lever.co/neo4j/677d47b8-d8b3-4357-8487-1c31bf2d88f8
[2] https://neo4j.com/blog/graphcast-graph-theory-marvel-watch-orders/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=graphcast-using-graph-theory-to-find-the-number-of-marvel-watc-2852917
[2] https://neo4j.com/blog/enterprise-real-time-recommendation/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=top-10-use-cases-real-time-recommendations-httpgaggl5bkbyj-2854446
[2] https://neo4j.com/whitepapers/advantages-neo4j-aura-enterprise/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=white-paper-10-advantages-of-neo4j-aura-enterprise-httpgagg-2860028

Top URLs in Tweet in G5:
[9] https://arrows.app/
[6] https://www.heise.de/news/Graphdatenbank-Neo4j-startet-Enterprise-Version-des-nativen-Cloud-Service-Aura-5039387.html
[2] https://neo4j.com/press-releases/die-graphdatenbank-in-der-cloud-neo4j-aura-enterprise/
[2] https://link.medium.com/Hg0CzORXmdb
[2] https://finance.yahoo.com/news/introducing-neo4j-aura-enterprise-cloud-140000355.html
[2] https://bit.ly/algorithmchurch
[2] https://www.datanami.com/2021/01/27/neo4j-goes-enterprise-grade-with-graph-db-for-cloud/?utm_source=rss&utm_medium=rss&utm_campaign=neo4j-goes-enterprise-grade-with-graph-db-for-cloud
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D5TUCOsB5m60&q=EgS4SO-bGNbSiIEGIhkA8aeDSwr-L08bOupqUlqIU0hqgbtGTQpDMgFy
[1] https://go.neo4j.com/WBR210318Produktdatenmanagement_Registration.html
[1] https://www.silicon.de/blog/trends-2021-vier-entwicklungen-bei-graphdatenbanken-und-datenanalyse

Top URLs in Tweet in G6:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246582
[3] https://www.brighttalk.com/webcast/18160/463912
[2] https://www.linkedin.com/slink?code=gPMHmue
[2] https://www.pr-gateway.de/s/396686
[2] https://neighborwebsj.com/uncategorized/1381111/the-worlds-leading-graph-analytics-industry-2021-graphistry-teradata-microsoft-corporation-aws-ibm-corporation-dataiku-lynx-analytics-singapore-neo4j-oracle-corporation-tibco-so/?utm_campaign=Content
[2] Curation
[1] https://www.hkma.gov.hk/media/eng/doc/key-information/guidelines-and-circular/2021/20210121e1a1.pdf
[1] https://www.linkedin.com/slink?code=gQz4Tkm
[1] https://www.linkedin.com/slink?code=gEUGKgf
[1] https://searchcloudcomputing-techtarget-com.cdn.ampproject.org/c/s/searchcloudcomputing.techtarget.com/tip/CS-degrees-vs-cloud-certifications-Compare-the-pros-and-cons?amp=1

Top URLs in Tweet in G7:
[5] https://medium.com/neo4j/gram-a-data-graph-format-a480a5d31a75
[2] https://medium.com/neo4j/neodash-build-neo4j-dashboards-without-writing-any-front-end-code-7a132430ac50
[2] https://neo4j.com/sandbox/
[2] https://www.twitch.tv/neo4j
[2] https://medium.com/neo4j/observable-graphs-ff959f10c4a2
[2] https://www.meetup.com/Paris-Hackergarten/events/drzfbsycccbjc/
[1] https://medium.com/neo4j/creating-charts-from-your-graphs-2f5b4e86fd6c
[1] https://nielsdejong.nl/neo4j
[1] projects/2020/05/11/neo4j-spark-connector-databricks.html
[1] https://jbarrasa.com/2021/01/29/quickgraph16-the-english-wordnet-in-neo4j-part-1/

Top URLs in Tweet in G8:
[1] https://www.dbta.com/Editorial/News-Flashes/Neo4j-Aura-Enterprise-Provides-a-Cloud-Database-for-Graph-Applications-144915.aspx
[1] https://solutionsreview.com/data-management/the-best-graph-databases-to-consider-in-2020/
[1] https://www.javelynn.com/software-reviews/top-best-data-management-software/

Top URLs in Tweet in G9:
[1] https://www.infoworld.com/article/3604653/infoworlds-2021-technology-of-the-year-award-winners.html?utm_sq=gnbspiiluv

Top URLs in Tweet in G10:
[1] https://www.geeksforgeeks.org/nosql-data-architecture-patterns/
[1] https://mcplusa.applytojob.com/apply/dsxLu8SWwF/Full-Stack-Developer?source=TWIT&referrer=20210130135303XDDM7LS2LEU2SAYI
[1] https://couponos.me/coupon/graph-database-neo4j-with-spring-boot/

Top Domains
Top Domains in Tweet in Entire Graph:
[213] neo4j.com
[46] medium.com
[43] twitter.com
[31] lever.co
[27] github.com
[26] linkedin.com
[16] couponos.me
[15] jbarrasa.com
[14] co.jp
[14] imaginea.com

Top Domains in Tweet in G1:
[90] neo4j.com
[9] twitter.com
[8] medium.com
[4] lever.co
[3] solutionsreview.com
[3] datanami.com
[3] meetup.com
[3] it-finanzmagazin.de
[3] sebastian-daschner.com
[2] google.com

Top Domains in Tweet in G2:
[25] neo4j.com
[23] lever.co
[14] medium.com
[13] co.jp
[12] jbarrasa.com
[11] twitter.com
[8] github.com
[8] nebula-graph.io
[5] odbms.org
[4] meetup.com

Top Domains in Tweet in G3:
[15] neo4j.com
[7] github.com
[7] techtarget.com
[6] medium.com
[4] theregister.com
[3] devops.com
[3] twitter.com
[3] heise.de
[3] linkedin.com
[2] google.com

Top Domains in Tweet in G4:
[29] neo4j.com
[14] imaginea.com
[8] github.com
[8] twitter.com
[3] okt.to
[2] lever.co
[2] medium.com
[1] jooq.org
[1] excalidraw.com
[1] grandstack.io

Top Domains in Tweet in G5:
[9] arrows.app
[7] neo4j.com
[6] heise.de
[6] linkedin.com
[3] datanami.com
[2] medium.com
[2] yahoo.com
[2] bit.ly
[1] google.com
[1] silicon.de

Top Domains in Tweet in G6:
[10] linkedin.com
[6] nodexlgraphgallery.org
[3] brighttalk.com
[2] neo4j.com
[2] pr-gateway.de
[2] neighborwebsj.com
[1] gov.hk
[1] ampproject.org
[1] datanami.com
[1] gephi.org

Top Domains in Tweet in G7:
[11] medium.com
[6] neo4j.com
[3] google.com
[3] twitter.com
[2] twitch.tv
[2] meetup.com
[1] nielsdejong.nl
[1] jbarrasa.com
[1] apache.org
[1] lever.co

Top Domains in Tweet in G8:
[1] dbta.com
[1] solutionsreview.com
[1] javelynn.com

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

Top Domains in Tweet in G10:
[1] geeksforgeeks.org
[1] applytojob.com
[1] couponos.me

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[366] neo4j
[76] graphdatabase
[63] graphdatabases
[61] python
[38] twin4j
[35] database
[32] datascience
[32] auraenterprise
[31] data
[31] cloud



Top Hashtags in Tweet in G1:
[115] neo4j
[45] graphdatabases
[34] graphdatabase
[16] graphtechnology
[13] twin4j
[9] frauddetection
[9] auraenterprise
[9] graphdataplatform
[8] knowledgegraphs
[8] antimoneylaundering

Top Hashtags in Tweet in G2:
[117] neo4j
[51] python
[24] graphdatabase
[19] wordnet
[16] nlp
[14] twin4j
[12] py2neo
[9] entitylinking
[9] graphs
[9] wikification

Top Hashtags in Tweet in G3:
[18] neo4j
[6] database
[6] dsc_techtarget
[6] dsc_hash_smama
[3] python
[2] cloud
[2] docker
[2] graphdatabase
[2] mongodb
[2] nosql

Top Hashtags in Tweet in G4:
[28] neo4j
[15] graphql
[14] kong
[14] apis
[14] springboot
[8] kongo
[4] postgresql
[4] sql
[4] data
[3] datascience

Top Hashtags in Tweet in G5:
[15] neo4j
[6] aws
[6] clouddienste
[4] cloud
[4] datascience
[3] twin4j
[2] graphdatabase
[2] neo4jauraenteprise
[2] graphdatabases
[2] analytics

Top Hashtags in Tweet in G6:
[8] datascience
[7] pids
[6] cloud
[6] graphdatabase
[5] neo4j
[5] machinelearning
[3] webinar
[3] apac
[3] connecteddata
[3] data

Top Hashtags in Tweet in G7:
[19] neo4j
[5] graphs
[5] knowledgegraphs
[5] graphdb
[4] graph
[4] data
[4] csv
[4] json
[3] knowledge
[2] postgresql

Top Hashtags in Tweet in G8:
[5] data
[4] database
[3] ff
[3] datascience
[3] datasets
[2] management
[2] software
[1] cloud
[1] graph

Top Hashtags in Tweet in G9:
[1] cio
[1] digitaltransformation
[1] data

Top Hashtags in Tweet in G10:
[4] database
[4] hotchocolate
[3] backend
[3] webdevelopment
[1] chile
[1] grandstack
[1] udemy
[1] neo4j
[1] graphdatabases
[1] graphtheory

Top Words
Top Words in Tweet in Entire Graph:
[1074] neo4j
[409] graph
[361] #neo4j
[217] aura
[212] data
[180] enterprise
[150] cloud
[138] database
[101] use
[101] check

Top Words in Tweet in G1:
[280] neo4j
[114] #neo4j
[94] graph
[52] data
[48] free
[48] aura
[45] #graphdatabases
[44] today
[35] enterprise
[33] use

Top Words in Tweet in G2:
[188] neo4j
[113] #neo4j
[76] graph
[72] data
[60] check
[51] #python
[42] jimwebber
[41] tb_tomaz
[38] aura
[35] news

Top Words in Tweet in G3:
[97] neo4j
[50] ãƒ
[39] graph
[27] database
[24] cloud
[24] enterprise
[23] æ
[18] #neo4j
[18] ªã
[16] ç

Top Words in Tweet in G4:
[145] neo4j
[34] mesirii
[31] aura
[31] graph
[28] #neo4j
[25] database
[20] enterprise
[19] few
[19] going
[18] databases

Top Words in Tweet in G5:
[34] neo4j
[30] aura
[22] cloud
[21] graph
[19] enterprise
[18] modeling
[16] emileifrem
[15] #neo4j
[11] tool
[10] easy

Top Words in Tweet in G6:
[36] graph
[32] neo4j
[11] salhaj
[10] database
[10] using
[10] native
[9] embeddings
[9] machine
[9] research
[9] collaboration

Top Words in Tweet in G7:
[55] neo4j
[19] #neo4j
[13] session
[12] gram
[11] data
[11] ellazal
[9] week
[9] eggheadio
[8] format
[8] graph

Top Words in Tweet in G8:
[6] neo4j
[5] teradata
[5] marklogic
[5] #data
[4] #database
[4] redislabs
[4] sapinmemory
[4] graph
[3] #ff
[3] oracledatabase

Top Words in Tweet in G9:
[11] neo4j
[10] cockroachdb
[8] dremio
[7] confluentinc
[7] databricks
[7] datastax
[6] asynchio
[6] zoom_us
[6] zapier
[5] coss

Top Words in Tweet in G10:
[22] neo4j
[12] firebase
[11] modern_web_dev
[11] googlecloud
[11] mongodb
[10] oshivedev
[9] amazing
[9] rodydavis
[9] gcpcloud
[9] realm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[128] aura,enterprise
[111] neo4j,aura
[97] graph,database
[61] graph,databases
[49] data,science
[47] introducing,neo4j
[44] enterprise,cloud
[36] neo4j,check
[35] #neo4j,#graphdatabases
[35] graph,data

Top Word Pairs in Tweet in G1:
[28] #neo4j,#graphdatabases
[26] neo4j,aura
[25] try,something
[25] something,today
[25] aura,enterprise
[22] graph,databases
[19] neo4j,try
[17] graph,database
[16] data,set
[15] today,explore

Top Word Pairs in Tweet in G2:
[30] data,science
[25] create,news
[25] news,monitoring
[25] monitoring,data
[25] data,pipeline
[25] natural,language
[25] language,processing
[24] systems,research
[24] neo4j,check
[23] alrighty,folks

Top Word Pairs in Tweet in G3:
[29] ãƒ,ãƒ
[18] graph,database
[10] aura,enterprise
[9] neo4j,aura
[9] cloud,graph
[7] unveils,cloud
[7] database,enterprise
[7] big,data
[7] graph,algorithms
[6] enterprise,eric

Top Word Pairs in Tweet in G4:
[23] neo4j,aura
[20] aura,enterprise
[18] graph,databases
[17] neo4j,manchester
[16] al_grigor,neo4j
[16] remember,going
[16] going,fair
[16] fair,few
[16] few,neo4j
[16] manchester,events

Top Word Pairs in Tweet in G5:
[9] aura,enterprise
[9] mindblowing,momentum
[9] momentum,behind
[9] behind,aura
[9] aura,right
[9] right,month
[9] month,pivoted
[9] pivoted,roadmap
[9] roadmap,midst
[9] midst,covid

Top Word Pairs in Tweet in G6:
[10] graph,database
[10] graph,native
[9] graph,embeddings
[9] embeddings,graph
[9] native,machine
[9] research,collaboration
[8] machine,learning
[6] key,players
[6] aliciaframe1,amyhodler
[6] database,nodexl

Top Word Pairs in Tweet in G7:
[7] neo4j,asfmavenproject
[7] neo4j,postgresql
[6] eggheadio,mongodb
[6] mongodb,neo4j
[5] #neo4j,#graphdb
[4] gram,data
[4] data,#graph
[4] #graph,format
[4] start,contributing
[4] contributing,neo4j

Top Word Pairs in Tweet in G8:
[3] #ff,#database
[3] #database,oracledatabase
[3] oracledatabase,sqlserver
[3] sqlserver,db2zlabnews
[3] db2zlabnews,mysql
[3] mysql,postgresql
[3] postgresql,mongodb
[3] mongodb,teradata
[3] teradata,filemakertoday
[3] filemakertoday,redislabs

Top Word Pairs in Tweet in G9:
[7] confluentinc,cockroachdb
[7] cockroachdb,dremio
[7] dremio,databricks
[7] databricks,datastax
[6] zoom_us,zapier
[5] year,award
[4] datastax,forgerock
[4] forgerock,grafana
[4] grafana,gitlab
[4] gitlab,hashicorp

Top Word Pairs in Tweet in G10:
[9] googlecloud,gcpcloud
[9] gcpcloud,mongodb
[9] mongodb,realm
[9] realm,neo4j
[9] firebase,oshivedev
[9] oshivedev,mysql
[9] mysql,microsoft
[8] modern_web_dev,googlecloud
[8] neo4j,firebase
[7] rodydavis,modern_web_dev

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@mesirii
@jimwebber
@paulie_js
@codexeditor
@openlinkartdata
@jaymgurav
@rodydavis
@lukaseder
@____billionaire

Top Replied-To in G1:
@neo4j
@codexeditor
@mesirii
@jimwebber
@jwolpert
@allianz
@meanwhile_inn
@paulie_js
@mquinsland
@unterstein

Top Replied-To in G2:
@jimwebber
@neo4j
@mona0x90
@imtheotherbose
@eastlondondev
@emileifrem
@chrisdkemper
@furmanski1982
@arghmed
@mesirii

Top Replied-To in G4:
@mesirii
@paulie_js
@lukaseder
@rotnroll666
@maeddes
@corneil
@tracyoguni
@mazihe
@luannem
@graemerocher

Top Replied-To in G5:
@jimwebber
@johnkary

Top Replied-To in G6:
@ianikett1

Top Replied-To in G7:
@jaymgurav
@____billionaire
@ellazal
@eggheadio
@neo4j
@gasoff2
@exodusghost
@voxpelli
@lukego
@johnkary

Top Replied-To in G8:
@onalytica

Top Replied-To in G9:
@asynchio
@cockroachdb

Top Replied-To in G10:
@rodydavis
@michael_staib
@urboobisout
@bibeauguillaume
@mcplusa
@lesnitsky_dev
@sachaarbonel
@mcflydev

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@jimwebber
@tb_tomaz
@barrasadv
@lyonwj
@cjlovesdata1
@mesirii
@mongodb
@visiumanalytics
@emileifrem

Top Mentioned in G1:
@neo4j
@jimwebber
@unterstein
@barrasadv
@codexeditor
@structr
@graphql
@lyonwj
@ellazal
@markhneedham

Top Mentioned in G2:
@neo4j
@tb_tomaz
@jimwebber
@barrasadv
@lyonwj
@aaranged
@technige
@jcim_acs
@sidorovpo
@melissawm

Top Mentioned in G3:
@mannen_byron
@deus_zu

Top Mentioned in G4:
@neo4j
@mesirii
@al_grigor
@sean12697
@techndiscussion
@bostonsci
@levistraussco
@webdatarocks
@lnordwall
@d

Top Mentioned in G5:
@emileifrem
@neo4j
@johnkary
@heisedc
@merv
@jimwebber
@feststelltaste
@irfannuri
@lancewalter
@marcusborba

Top Mentioned in G6:
@neo4j
@pidapalooza
@danielcfng
@aliciaframe1
@amyhodler
@janusgraph
@amir_aryani
@bigdata_ldn
@salhaj
@gp_pulipaka

Top Mentioned in G7:
@neo4j
@ellazal
@asfmavenproject
@mongodb
@postgresql
@eggheadio
@hckrgartenparis
@theorbifold
@theyotg
@dangerworm

Top Mentioned in G8:
@teradata
@neo4j
@marklogic
@redislabs
@sapinmemory
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@postgresql

Top Mentioned in G9:
@neo4j
@cockroachdb
@dremio
@confluentinc
@databricks
@datastax
@infoworld
@zoom_us
@zapier
@forgerock

Top Mentioned in G10:
@neo4j
@firebase
@modern_web_dev
@googlecloud
@mongodb
@gcpcloud
@realm
@oshivedev
@mysql
@microsoft

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@rosenchild
@codedailybot
@bootleggirl
@codegnuts
@bexxmodd
@thamizhpaiyan
@llnuxbot
@rnitsch

Top Tweeters in G1:
@ricardo_ik_ahau
@products_hot
@karadagmetin2
@azn_cybersleuth
@rafaelrs110
@reynald93063819
@mvargasgarro
@great_juan1
@_carryone
@miguelc92800036

Top Tweeters in G2:
@ml_tweet_bot
@stackdevjobs
@epuujee
@giuliog
@mdrechsler
@fmfrancoise
@dez_blanchfield
@kirkdborne
@ipythonistabot
@lucasoft_co_uk

Top Tweeters in G3:
@bootleggirl
@thamizhpaiyan
@perlnews
@call_user_func
@techjunkiejh
@suriyasubraman
@anith
@presse_mobi
@cpan_new
@infosmxit

Top Tweeters in G4:
@xaelbot
@codedailybot
@codegnuts
@women_who_code
@trendsinai
@30xcodes
@morolswediu
@uk_daniel_card
@altf4hashbot
@coderretweet

Top Tweeters in G5:
@rnitsch
@nicochan33
@greentechdon
@heiseonline
@mvollmer1
@starbuxman
@paasdev
@merv
@mylessuer
@mdmgeek

Top Tweeters in G6:
@chidambara09
@channelnewsasia
@straits_times
@hubofml
@presseticker
@scmpnews
@fabriciosx
@techcrunch
@salhaj
@education_24x7

Top Tweeters in G7:
@wholemarsblog
@olivierrossel
@____billionaire
@mcolebrook
@voxpelli
@eggheadio
@matthaggman
@gasoff2
@bricedutheil
@lukego

Top Tweeters in G8:
@trippbraden
@onalytica
@awscloud
@craigmullins
@robmay70
@sap
@teradata
@filemakertoday
@solutionsreview
@couchbase

Top Tweeters in G9:
@discord
@gitlab
@twilio
@zapier
@nyike
@infoworld
@zoom_us
@asynchio
@atlassian
@forgerock

Top Tweeters in G10:
@devvibesbot
@gc
@microsoft
@mongodb
@gcpcloud
@smarte03
@googlecloud
@rodydavis
@elastic
@michaelcizmar


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