neo4j, Twitter, 6/9/2020 8:34:05 AM, 228991


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neo4j_2020-06-08_22-20-33.xlsx
neo4j_2020-06-08_22-20-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2020
Short Description:
neo4j via NodeXL https://bit.ly/3f6epFY
@neo4j
@rotnroll666
@hmcuesta
@mesirii
@craigmullins
@barrasadv
@doctor_cerulean
@bnchrch
@taieb_bot
@confluentinc

Top hashtags:
#neo4j
#graphdatabase
#graphdb
#datascience
#covid19
#grandstack
#connecteddata
#graphdatabases

Description:
Description
The graph represents a network of 995 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 June 2020 at 05:20 UTC.

The requested start date was Tuesday, 09 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 2-hour, 41-minute period from Tuesday, 26 May 2020 at 00:23 UTC to Monday, 08 June 2020 at 03:04 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 : 995
Unique Edges : 1118
Edges With Duplicates : 2476
Total Edges : 3594
Number of Edge Types : 5
Tweet : 307
Retweet : 850
MentionsInRetweet : 1425
Mentions : 808
Replies to : 204
Self-Loops : 313
Reciprocated Vertex Pair Ratio : 0.0472706809229038
Reciprocated Edge Ratio : 0.0902740462117141
Connected Components : 130
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 732
Maximum Edges in a Connected Component : 3193
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.043317
Graph Density : 0.00188164160844464
Modularity : 0.38404
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 995 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 June 2020 at 05:20 UTC.

The requested start date was Tuesday, 09 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 2-hour, 41-minute period from Tuesday, 26 May 2020 at 00:23 UTC to Monday, 08 June 2020 at 03:04 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:
[19] https://www.forbes.com/sites/adrianbridgwater/2020/04/17/data-is-in-a-relationship-its-complicated/#75e9dce867e7
[14] https://twitch.tv/neo4j_
[12] https://www.youtube.com/watch?v=7xrGeHmEiV8&feature=youtu.be

[12] https://neo4j.com/blog/announcing-new-neo4j-online-training-courses/?ref=social-blog
[11] https://drivine.org/
[10] https://neo4j.com/whitepapers/gartner-covid-19-data-management-analytics-report/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=gartner-research-covid-19-demands-urgent-use-of-graph-data-mana-2521544
[9] https://neo4j.com/connections/financial-services/?ref=social-
[9] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fnode-embeddings-node2vec-with-neo4j-5152d3472d8e
[8] https://neo4j.com/blog/analytical-subgraph-overlays-in-neo4j/?ref=social-blog
[8] https://medium.com/neo4j/exploring-small-world-phenomena-with-neo4j-58c767dcbafd

Top URLs in Tweet in G1:
[9] https://neo4j.com/connections/financial-services/?ref=social-
[7] https://neo4j.com/blog/announcing-new-neo4j-online-training-courses/?ref=social-blog
[7] https://www.webundmobile.de/backend/datenbank/neo4j-for-graph-data-science-2529138.html
[6] https://neo4j.com/blog/unlimited-possibilities-5-minute-interview-with-david-mohr/?ref=social-blog
[5] https://neo4j.com/graph-algorithms-book/?utm_source=twitter
[5] https://neo4j.com/blog/graphs-in-automotive-and-manufacturing?ref=social-blog
[5] https://www.forbes.com/sites/adrianbridgwater/2020/04/17/data-is-in-a-relationship-its-complicated/#75e9dce867e7
[4] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[4] https://twitch.tv/neo4j_
[4] https://www.silicon.de/blog/digitaler-zwilling-fuer-plm-mit-graphtechnologie-zum-vernetzten-auto

Top URLs in Tweet in G2:
[11] https://drivine.org/
[11] https://www.youtube.com/watch?v=7xrGeHmEiV8&feature=youtu.be

[8] https://twitch.tv/neo4j_
[7] https://www.forbes.com/sites/adrianbridgwater/2020/04/17/data-is-in-a-relationship-its-complicated/#75e9dce867e7
[6] https://www.liquigraph.org/
[6] https://medium.com/neo4j/exploring-small-world-phenomena-with-neo4j-58c767dcbafd
[5] https://neo4j.com/blog/announcing-new-neo4j-online-training-courses/?ref=social-blog
[5] https://neo4j.com/case-studies/newyork-presbyterian-hospital/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=neo4j-newyork-presbyterian-hospital-case-study-httpgagglh-2531000
[5] https://neo4j.com/whitepapers/gartner-covid-19-data-management-analytics-report/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=gartner-research-covid-19-demands-urgent-use-of-graph-data-mana-2521544
[5] https://www.linux-magazin.de/ausgaben/2020/07/graph-datenbank-programm/

Top URLs in Tweet in G3:
[3] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[3] https://semiengineering.com/covid-19-tech-bits-april-14/?utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=covid-19-tech-bits-april-14-httpgagglay1ltc-2521108
[3] https://www.forbes.com/sites/adrianbridgwater/2020/04/17/data-is-in-a-relationship-its-complicated/#75e9dce867e7
[3] https://pharmafield.co.uk/opinion/graph-databases-the-key-to-groundbreaking-medical-research/?utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=graph-databases-the-key-to-groundbreaking-medical-research-ph-2521106
[3] https://www.nextplatform.com/2020/04/10/graphing-the-coronavirus-pandemic/?utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=graphing-the-coronavirus-pandemic-httpgagglorfbre-2521109
[2] https://buff.ly/2LfKTjS?utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=connections-financial-services-part-of-a-neo4j-virtual-confere-2519434
[2] https://coleofduty.com/news/2020/05/31/gpu-database-market-2027-neo4j-%E2%80%A2-anaconda-%E2%80%A2-nvidia-%E2%80%A2-blazegraph-%E2%80%A2-omnisci-%E2%80%A2-fuzzy-logix-%E2%80%A2-blazingdb-%E2%80%A2-sqream/?utm_source=dlvr.it&utm_medium=twitter
[2] https://metacpan.org/release/MAJENSEN/Neo4j-Client-0.17
[2] https://metacpan.org/release/MAJENSEN/Neo4j-Client-0.1
[2] https://metacpan.org/release/MAJENSEN/Neo4j-Client-0.11

Top URLs in Tweet in G4:
[1] https://structr.com/blog/preserving-environmental-quality-with-structr
[1] https://neo4j.com/whitepapers/gartner-covid-19-data-management-analytics-report/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=gartner-research-covid-19-demands-urgent-use-of-graph-data-mana-2521544
[1] https://structr.com/resources/release-notes
[1] https://docs-staging.structr.com/
[1] https://structr.com/product/features#page-builder
[1] https://structr.com/product/features#content-management
[1] https://support.structr.com/article/475
[1] https://docs-staging.structr.com/docs/rest-guide
[1] https://twitch.tv/neo4j_
[1] https://buzzoverflow.com/

Top URLs in Tweet in G5:
[2] https://sdtimes.com/sdtimes-100/2020/best-in-show/database-and-database-management-2020/
[1] https://www.youtube.com/watch?v=4U5p_Pb_hvM&t=1930s

[1] https://twitter.com/kineviz/status/1265389655186223104
[1] https://twitter.com/kineviz/status/1269023147518386176
[1] https://www.confluent.io/blog/stream-analyze-visualize-data-with-kafka-ksqldb-and-friends
[1] https://www.confluent.io/blog/stream-analyze-visualize-data-with-kafka-ksqldb-and-friends/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://www.youtube.com/watch?v=7EeYxSz0fjs

[1] https://news.ycombinator.com/item?id=18352754

Top URLs in Tweet in G6:
[5] https://neo4j.com/press-releases/neo4j-for-supply-chain-analytics/?ref=pr-social
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fnode-embeddings-node2vec-with-neo4j-5152d3472d8e
[2] https://link.medium.com/lZfRsO3gZ6
[1] https://www.youtube.com/watch?v=EQWUwU7XaUo

[1] https://twitter.com/neo4j/status/1266580168757436416
[1] https://twitter.com/CovidGraph/status/1266312852098473986
[1] https://link.medium.com/UwoUYWJ436
[1] https://medium.com/neo4j/exploring-small-world-phenomena-with-neo4j-58c767dcbafd
[1] https://link.medium.com/IRTQrL7o26
[1] https://neo4j.com/blog/graph-powered-recommendations-how-smart-recommendations-drive-value/

Top URLs in Tweet in G7:
[8] https://github.com/norbjd/gcp-resources-neo4j
[6] https://neo4j.com/download/

Top URLs in Tweet in G8:
[2] https://www.linkedin.com/pulse/pandemic-connecting-unlinked-dots-graph-pattern-link-joseph-george
[1] https://www.crn.com/slide-shows/cloud/the-coolest-database-system-companies-of-the-2020-big-data-100/11
[1] https://neo4j.com/blog/graph-powered-recommendations-how-smart-recommendations-drive-value/
[1] https://solutionsreview.com/data-management/the-best-graph-databases-to-consider-in-2020/
[1] https://chambermaster.blob.core.windows.net/userfiles/UserFiles/chambers/9217/File/2020AnalyticsSummitsponsorship.pdf

Top URLs in Tweet in G9:
[4] https://www.forbes.com/sites/adrianbridgwater/2020/04/17/data-is-in-a-relationship-its-complicated/#75e9dce867e7
[2] https://neo4j.com/whitepapers/rethink-your-master-data-management/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=white-paper-rethink-your-master-data-httpgagglzie8wg-2531628
[2] https://pharmafield.co.uk/opinion/graph-databases-the-key-to-groundbreaking-medical-research/?utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=graph-databases-the-key-to-groundbreaking-medical-research-ph-2521106
[2] https://neo4j.com/whitepapers/gartner-covid-19-data-management-analytics-report/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=gartner-research-covid-19-demands-urgent-use-of-graph-data-mana-2521544
[2] https://neo4j.com/blog/creative-network-science-graph-commons-neo4j-graphconnect/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=creative-use-of-network-science-with-graph-commons-httpgaggl-2530633
[2] https://neo4j.com/blog/analytical-subgraph-overlays-in-neo4j/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=analytical-subgraph-overlays-in-neo4j-httpgagglugoy3o-2530056
[2] https://neo4j.com/blog/unlimited-possibilities-5-minute-interview-with-david-mohr/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=unlimited-possibilities-5-minute-interview-with-david-mohr-ne-2524254
[2] https://neo4j.com/case-studies/newyork-presbyterian-hospital/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=neo4j-newyork-presbyterian-hospital-case-study-httpgagglh-2531000
[2] https://neo4j.com/labs/neosemantics-rdf/
[2] https://neo4j.com/blog/ontologies-in-neo4j-semantics-and-knowledge-graphs/?ref=social-blog

Top URLs in Tweet in G10:
[1] https://adaslist.co/jobs
[1] https://twitter.com/lyonwj/status/1265750524483129344
[1] http://GRANDstack.io

Top Domains
Top Domains in Tweet in Entire Graph:
[278] neo4j.com
[56] medium.com
[49] github.com
[34] youtube.com
[25] twitch.tv
[23] twitter.com
[19] forbes.com
[13] co.uk
[13] metacpan.org
[13] linkedin.com

Top Domains in Tweet in G1:
[122] neo4j.com
[12] medium.com
[10] twitch.tv
[7] webundmobile.de
[6] github.com
[6] youtube.com
[5] forbes.com
[4] silicon.de
[4] co.uk
[4] techtarget.com

Top Domains in Tweet in G2:
[75] neo4j.com
[25] medium.com
[24] github.com
[22] youtube.com
[12] twitch.tv
[11] drivine.org
[10] twitter.com
[7] forbes.com
[6] liquigraph.org
[5] sebastian-daschner.com

Top Domains in Tweet in G3:
[22] neo4j.com
[13] metacpan.org
[6] github.com
[5] medium.com
[4] twitter.com
[4] pypi.org
[3] buff.ly
[3] semiengineering.com
[3] forbes.com
[3] co.uk

Top Domains in Tweet in G4:
[7] structr.com
[3] google.com
[1] neo4j.com
[1] twitch.tv
[1] buzzoverflow.com
[1] github.com
[1] c.name
[1] scylladb.com
[1] stackoverflow.com

Top Domains in Tweet in G5:
[2] youtube.com
[2] twitter.com
[2] confluent.io
[2] sdtimes.com
[1] ycombinator.com

Top Domains in Tweet in G6:
[9] neo4j.com
[7] medium.com
[2] youtube.com
[2] twitter.com

Top Domains in Tweet in G7:
[8] github.com
[6] neo4j.com

Top Domains in Tweet in G8:
[2] linkedin.com
[1] crn.com
[1] neo4j.com
[1] solutionsreview.com
[1] windows.net

Top Domains in Tweet in G9:
[27] neo4j.com
[4] forbes.com
[2] co.uk
[1] nextplatform.com
[1] semiengineering.com
[1] w3.org
[1] markhneedham.com
[1] youtube.com
[1] elsevier.com
[1] liquigraph.org

Top Domains in Tweet in G10:
[1] adaslist.co
[1] twitter.com
[1] grandstack.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[464] neo4j
[111] graphdatabase
[74] graphdb
[58] datascience
[57] covid19
[46] grandstack
[44] connecteddata
[43] graphdatabases
[40] panamapapers
[39] 100daysofcode



Top Hashtags in Tweet in G1:
[126] neo4j
[59] graphdatabase
[39] datascience
[26] connecteddata
[25] twin4j
[21] panamapapers
[20] graphdatascience
[20] graphentechnologien
[12] gql
[11] graphalgorithms

Top Hashtags in Tweet in G2:
[170] neo4j
[34] graphdatabase
[25] covid19
[24] grandstack
[15] graphdatabases
[14] contacttracing
[13] graphdb
[13] connecteddata
[12] panamapapers
[10] twin4j

Top Hashtags in Tweet in G3:
[29] neo4j
[4] graphdb
[4] database
[3] graphdatabases
[3] neo4jconnections
[2] cypher
[1] کرونا
[1] graphdatabase
[1] dataacademy
[1] dataengineering

Top Hashtags in Tweet in G4:
[17] neo4j
[6] php
[6] sql
[5] java
[4] covid19
[3] panamapapers
[3] grandstack
[2] covidgraph
[2] structr
[2] stackoverflow

Top Hashtags in Tweet in G5:
[4] 2020sdtimes100
[1] contacttracing
[1] covid19response
[1] apache
[1] kafka
[1] aggregation
[1] datavisualization
[1] elasticsearch
[1] graphs
[1] kafkaconnect

Top Hashtags in Tweet in G6:
[14] covidgraph
[13] covid19
[12] neo4j
[4] graphdatabases
[3] graphdatabase
[3] graphdb
[3] analytics
[2] knowledgegraph
[2] lowcodelove
[2] software

Top Hashtags in Tweet in G7:
[48] graphdb
[46] neo4j
[39] 100daysofcode
[11] readinglist
[8] gcp
[7] node
[7] graph
[6] create
[6] nodes
[6] relationship

Top Hashtags in Tweet in G8:
[3] graphdb
[2] ff
[2] database
[2] neo4j
[2] datascience
[2] datasets
[2] data
[2] humanresources
[2] applications
[2] bigdata

Top Hashtags in Tweet in G9:
[29] neo4j
[8] graphdatabases
[8] fibo
[7] graphdatabase
[7] knowledgegraph
[7] nlp
[5] datascience
[4] covid19
[4] connecteddata
[3] neosemantics

Top Hashtags in Tweet in G10:
[9] grandstack
[2] neo4j
[1] graphentechnologien
[1] graphql

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[384] neo4j
[168] graph
[126] #neo4j
[125] free
[119] data
[87] today
[63] online
[59] #graphdatabase
[54] step
[53] databases

Top Words in Tweet in G2:
[244] neo4j
[169] #neo4j
[53] graph
[47] data
[38] rotnroll666
[37] looking
[37] video
[34] #graphdatabase
[33] use
[29] read

Top Words in Tweet in G3:
[64] neo4j
[29] #neo4j
[23] graph
[15] ªã
[15] ãƒ
[14] ÿã
[13] client
[13] majensen
[12] database
[11] ˆã

Top Words in Tweet in G4:
[92] neo4j
[51] graphql
[25] structr
[24] something
[23] graph
[23] mongodb
[21] try
[21] today
[21] data
[19] pin4eva

Top Words in Tweet in G5:
[33] confluentinc
[33] ksqldb
[31] neo4j
[31] data
[28] rmoff
[26] place
[25] build
[25] use
[24] stateful
[24] aggregations

Top Words in Tweet in G6:
[21] neo4j
[18] companies
[17] covidgraph
[15] publications
[15] patents
[15] trials
[14] #covidgraph
[14] team
[14] skills
[14] together

Top Words in Tweet in G7:
[48] #graphdb
[46] #neo4j
[42] umax33
[39] #100daysofcode
[37] name
[27] employee
[23] day
[21] use
[21] graph
[19] dept

Top Words in Tweet in G8:
[7] neo4j
[4] marklogic
[4] graph
[3] redislabs
[3] #graphdb
[2] #ff
[2] #database
[2] oracledatabase
[2] sqlserver
[2] db2zlabnews

Top Words in Tweet in G9:
[29] #neo4j
[17] barrasadv
[15] neo4j
[10] graph
[9] use
[9] community
[8] data
[8] #graphdatabases
[8] ontology
[8] #fibo

Top Words in Tweet in G10:
[14] github
[14] deploy
[12] neo4j
[10] lyonwj
[9] #grandstack
[8] monkchips
[7] monzo
[7] gitlab
[7] docker
[7] hiring

Top Word Pairs
Top Word Pairs in Tweet in G2:
[52] looking,forward
[41] neo4j,expert
[41] bnchrch,hey
[40] hey,twitter
[40] twitter,verse
[40] verse,looking
[40] looking,neo4j
[40] expert,short
[40] short,contract
[40] contract,talk

Top Word Pairs in Tweet in G3:
[18] neo4j,client
[16] ãƒ,ãƒ
[15] graph,database
[15] cpan,neo4j
[15] graph,algorithms
[15] neo4j,graph
[15] ªã,ªã
[15] use,graph
[15] ÿã,ˆã
[15] graph,databases

Top Word Pairs in Tweet in G4:
[12] neo4j,try
[8] try,something
[8] something,today
[7] graphql,mongodb
[6] mongodb,nodejs
[5] nodejs,reactjs
[5] today,spin
[4] spin,#neo4j
[4] #neo4j,instance
[3] instance,cloud

Top Word Pairs in Tweet in G5:
[20] use,ksqldb
[20] ksqldb,build
[20] build,stateful
[20] stateful,aggregations
[15] aggregations,queried
[15] queried,place
[14] place,pushed
[14] pushed,downstream
[14] downstream,data
[14] data,stores

Top Word Pairs in Tweet in G6:
[24] #covidgraph,diverse
[24] diverse,team
[24] team,different
[24] different,companies
[24] companies,various
[24] various,skills
[24] skills,comes
[24] comes,together
[24] together,fight
[24] fight,#covid19

Top Word Pairs in Tweet in G7:
[13] umax33,#graphdb
[13] employee,name
[13] umax33,#neo4j
[13] name,hbk
[13] #neo4j,#graphdb
[13] #graphdb,employee
[13] hbk,dept
[13] dept,raw
[13] raw,city
[13] city,name

Top Word Pairs in Tweet in G8:
[26] #ff,#database
[19] #database,oracledatabase
[16] oracledatabase,sqlserver
[14] sqlserver,db2zlabnews
[13] db2zlabnews,mysql
[13] mysql,postgresql
[13] postgresql,mongodb
[13] mongodb,teradata
[13] teradata,filemakertoday
[13] filemakertoday,redislabs

Top Word Pairs in Tweet in G9:
[2] #neo4j,#graphdatabases
[2] build,#knowledgegraph
[2] #knowledgegraph,corpus
[2] corpus,natural
[2] natural,language
[2] language,documents
[2] documents,#nlp
[2] #neo4j,#graphdatabase
[2] barrasadv,build
[2] #nlp,#entityextract

Top Word Pairs in Tweet in G10:
[7] gitlab,neo4j
[7] neo4j,docker
[7] docker,github
[7] lyonwj,added
[7] added,deploy
[7] button,#grandstack
[7] #grandstack,starter
[6] starter,project
[6] project,github
[6] deploy,vercel

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@mdavidallen
@kennybastani
@muddybootscode
@patrick_oshag
@mesirii
@bnchrch
@pin4eva
@daschners
@lyonwj

Top Replied-To in G1:
@neo4j
@therockstardba
@onecricketeer
@bnchrch
@nsmith_piano
@ianhgray
@lyonwj
@neo4jcommunityq

Top Replied-To in G2:
@mdavidallen
@daschners
@bnchrch
@mesirii
@lyonwj
@kmeyerdata
@therealwover
@karinwolok
@ellazal
@jamie_gaskins

Top Replied-To in G4:
@patrick_oshag
@muddybootscode
@pin4eva
@amorgner
@ryguyrg
@anvaka
@neo4j
@mesirii
@cooperbrown14
@radityopw

Top Replied-To in G5:
@kennybastani
@shirleman
@nmdmatt
@anantharajuc
@neo4j
@gluft3
@pheasoyj
@johnnygrubb
@tlberglund
@confluentinc

Top Replied-To in G6:
@albertmeronyo
@ajarasch

Top Replied-To in G8:
@datastax

Top Replied-To in G9:
@orovellotti

Top Replied-To in G10:
@monkchips
@kfreytag
@andreaskuczera

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@lyonwj
@graphql
@mesirii
@umax33
@rotnroll666
@mongodb
@confluentinc
@ksqldb
@rmoff

Top Mentioned in G1:
@neo4j
@andreaskuczera
@lyonwj
@mdavidallen
@ellazal
@twitch
@jhipster
@webundmobile
@orientdb
@joedepeau

Top Mentioned in G2:
@neo4j
@rotnroll666
@lyonwj
@mesirii
@rvanbruggen
@mdavidallen
@bnchrch
@nsmith_piano
@spring_io
@iks_ibmcloud

Top Mentioned in G3:
@founderslist
@motchang
@buhakmeh

Top Mentioned in G4:
@neo4j
@graphql
@mongodb
@nodejs
@mesirii
@reactjs
@traversymedia
@pin4eva
@ryguyrg
@code

Top Mentioned in G5:
@confluentinc
@ksqldb
@rmoff
@neo4j
@mongodb
@medium
@apachekafka
@elastic
@redislabs
@arangodb

Top Mentioned in G6:
@covidgraph
@unifreiburg
@ajarasch
@neo4j
@diabresearch
@martinpreusse
@yworks
@linkurious
@graphileon
@prodynase

Top Mentioned in G7:
@umax33
@chubya
@hmcuesta
@norbjd
@desemboltura
@neo4j
@amyhodler

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

Top Mentioned in G9:
@barrasadv
@neo4j
@edmcouncil
@i_am_rocha
@rgcmme
@mdavidallen
@neo4jfr
@cienablueplanet
@findoargentina
@ajarasch

Top Mentioned in G10:
@github
@neo4j
@lyonwj
@monzo
@gitlab
@docker
@vercel
@monkchips
@cloud
@cloudflare

Top Tweeters
Top Tweeters in Entire Graph:
@javascriptd
@pypi_updates2
@threadreaderapp
@chidambara09
@aaroncuddeback
@ottlegalrebels
@codernotesbot
@sherbah46958042
@taieb_bot
@xaelbot

Top Tweeters in G1:
@sherbah46958042
@stackdevjobs
@justbementalist
@jornaldomacico
@dataaugmented
@usmanmu79813
@geophf
@linuxmil
@dotuncoker
@gersariel1

Top Tweeters in G2:
@javascriptd
@aaroncuddeback
@entwistletx
@forbes
@volkergoebbels
@akdm_bot
@gizmomathboy
@fmfrancoise
@jsnewsbot
@jacobydave

Top Tweeters in G3:
@pypi_updates2
@perlnews
@call_user_func
@cpan_new
@grimrose
@realgophersship
@overflow_meme
@ritmonegro
@dannyprol
@motchang

Top Tweeters in G4:
@alejosangel
@petercorless
@dabiddokun
@zephyr9673
@merli_mejia
@botelhofabio
@subkrishnarao
@php_synopsis
@werzadnan
@underline_api

Top Tweeters in G5:
@sdtimes
@shirleman
@medium
@rmoff
@zkancs
@talend
@cdcgov
@tlberglund
@informatica
@oracle

Top Tweeters in G6:
@ottlegalrebels
@mariuskarma
@tiagoooliveira
@youtube
@twarko
@edzob
@sharetrustb2b
@oskarhane
@aarhusuni
@linkurious

Top Tweeters in G7:
@codernotesbot
@taieb_bot
@xaelbot
@codedailybot
@100xcode
@nekizlab
@learn__together
@redianbot
@seirdotmk
@projectlearn_io

Top Tweeters in G8:
@chidambara09
@craigmullins
@crn
@filemakertoday
@teradata
@couchbase
@solutionsreview
@sqlserver
@sapinmemory
@marklogic

Top Tweeters in G9:
@nvsdata
@aaranged
@orovellotti
@jmpreira
@cypresslaw
@sacharoger
@cedricfauvet
@cienablueplanet
@3saitech
@zorngerhard

Top Tweeters in G10:
@monkchips
@monzo
@scribblingon
@hsianghui
@cloudflare
@gitlab
@merici
@christo4ferris
@docker
@rustlang


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