neo4j, Twitter, 10/8/2020 5:29:51 AM, 237397


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neo4j_2020-10-07_22-17-45.xlsx
neo4j_2020-10-07_22-17-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 08, 2020
Short Description:
neo4j via NodeXL https://bit.ly/2FeSIqW
@neo4j
@felipemacias
@mitreattack
@olafhartong
@graalvm
@mesirii
@johncaito
@craigmullins
@kirkdborne
@salhaj

Top hashtags:
#neo4j
#nodes2020
#datascience
#graphdatabase
#fincenfiles
#knowledgegraph
#graphdatabases
#ai

Description:
Description
The graph represents a network of 1,025 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 Thursday, 08 October 2020 at 05:20 UTC.

The requested start date was Tuesday, 06 October 2020 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, 22-hour, 34-minute period from Tuesday, 22 September 2020 at 00:30 UTC to Monday, 05 October 2020 at 23:05 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 : 1025
Unique Edges : 1202
Edges With Duplicates : 2857
Total Edges : 4059
Number of Edge Types : 5
Mentions : 839
Retweet : 949
MentionsInRetweet : 1769
Tweet : 324
Replies to : 178
Self-Loops : 332
Reciprocated Vertex Pair Ratio : 0.0612350804359107
Reciprocated Edge Ratio : 0.115403422982885
Connected Components : 130
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 833
Maximum Edges in a Connected Component : 3824
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.099839
Graph Density : 0.0019483612804878
Modularity : 0.346868
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,025 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 Thursday, 08 October 2020 at 05:20 UTC.

The requested start date was Tuesday, 06 October 2020 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, 22-hour, 34-minute period from Tuesday, 22 September 2020 at 00:30 UTC to Monday, 05 October 2020 at 23:05 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:
[28] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[22] https://neo4j.com/nodes-2020/?ref=social-&utm_source=promos&utm_medium=social
[19] https://neo4j.com/blog/elsevier-boosts-global-covid-19-research-neo4j/?ref=social-blog
[19] https://neo4j.com/nodes-2020/
[15] https://medium.com/neo4j/k-means-clustering-with-neo4j-b0ec54bf0103
[13] https://www.twitch.tv/neo4j_
[11] https://neo4j.com/nodes-2020/agenda/
[10] https://neo4j.com/blog/graphcast-fincen-files-how-banks-move-dirty-money-around-the-world/?ref=social-camp
[10] 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
[9] https://github.com/spring-projects-experimental/spring-graalvm-native/pull/287#issuecomment-697256664

Top URLs in Tweet in G1:
[22] https://neo4j.com/nodes-2020/?ref=social-&utm_source=promos&utm_medium=social
[11] https://neo4j.com/blog/elsevier-boosts-global-covid-19-research-neo4j/?ref=social-blog
[8] https://neo4j.com/blog/analyzing-fincen-files-data-neo4j/?ref=social-
[7] https://neo4j.com/blog/chaos-engineering-neo4j-graphconnect/?ref=social-blog
[7] https://neo4j.com/blog/graphcast-fincen-files-how-banks-move-dirty-money-around-the-world/?ref=social-camp
[6] https://www.twitch.tv/neo4j_
[6] https://fintech-bulletin.com/stopping-covid-19-related-crime-using-graphical-data/
[4] https://neo4j.com/nodes-2020/
[4] https://go.neo4j.com/graphs-the-secret-to-ccpa-success-lp.html?ref=social-camp
[4] https://neo4j.com/blog/how-the-global-tech-community-is-coming-together-for-nodes-2020/?ref=social-blog

Top URLs in Tweet in G2:
[6] https://www.twitch.tv/neo4j_
[5] https://neo4j.com/blog/elsevier-boosts-global-covid-19-research-neo4j/?ref=social-blog
[5] https://www.amazon.com/gp/mpc/ART838LJR9KSP
[4] https://link.medium.com/jzr4IJWadab
[4] https://neo4j.com/blog/analyzing-fincen-files-data-neo4j/
[3] https://neo4j.com/nodes-2020/agenda/
[3] https://www.datanami.com/2020/09/25/icij-turns-to-big-data-tech-to-unravel-fincen-files/
[3] https://www.datanami.com/this-just-in/nasa-icij-atpco-lyft-and-more-choose-neo4j-for-their-knowledge-graphs/
[3] https://medium.com/neo4j/k-means-clustering-with-neo4j-b0ec54bf0103
[3] https://github.com/jexp/fincen

Top URLs in Tweet in G3:
[24] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[8] https://www.manning.com/books/graph-powered-machine-learning
[6] https://www.linkedin.com/slink?code=dYw4PVm
[4] https://www.shroffpublishers.com/books/9789352138487/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236442
[2] https://www.youtube.com/watch?v=fOOptzvhtS4&feature=youtu.be

[2] https://graphileon.com/request-graphileon-application/
[2] https://youtu.be/nwJHWJBHCwI
[2] https://www.youtube.com/watch?v=UWf8hxeehOg&feature=youtu.be

[2] https://www.youtube.com/watch?v=Bll3_9sHksc


Top URLs in Tweet in G4:
[4] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[3] https://www.saastr.com/future-of-cloud-data-infastructure/
[3] https://neo4j.com/nodes-2020/
[3] https://twitter.com/neo4j/status/1310663132793184258
[2] https://jp-neo4j-usersgroup.connpass.com/event/189018/
[2] https://neo4j.com/blog/analyzing-fincen-files-data-neo4j/
[2] https://github.com/luxplus/neo4j-php-client
[2] http://AsciiDoc--airhacks.fm
[2] https://rubygems.org/gems/activegraph
[2] https://dzone.com/articles/how-to-migrate-data-from-neo4j-to-nebula-graph

Top URLs in Tweet in G5:
[7] https://github.com/spring-projects-experimental/spring-graalvm-native/pull/287#issuecomment-697256664
[4] https://nielsdejong.nl/neo4j%20projects/2020/09/23/spotify-playlist-builder.html
[2] https://github.com/neo4j-contrib/cypher-dsl/releases/tag/2020.1.1
[1] https://twitter.com/stackdevjobs/status/1311887385941114880
[1] https://www.twitch.tv/meistermeier
[1] https://www.youtube.com/watch?v=Um9djPTtPe0&feature=youtu.be

[1] https://github.com/spring-projects-experimental/spring-graalvm-native/releases/tag/0.8.1

Top URLs in Tweet in G6:
[7] https://neo4j.com/nodes-2020/
[3] https://twitter.com/BarrasaDV/status/1308857755931947010
[2] https://twitter.com/technige/status/1309560467917021187
[2] https://www.digitalhealth.net/2020/09/could-better-connecting-of-data-lead-to-a-cure-for-covid-19/
[1] https://twitter.com/ICIJorg/status/1307495183056080904
[1] https://twitter.com/CovidGraph/status/1308391370198069249
[1] https://twitter.com/CovidGraph/status/1308739492908593155
[1] https://twitter.com/neo4j/status/1310489625253883904
[1] https://link.medium.com/XKsafzWflab
[1] https://link.medium.com/8e4Mt42Nhab

Top URLs in Tweet in G7:
[6] https://nebula-graph.io/posts/how-to-import-data-from-neo4j-to-nebula-graph/
[2] https://neo4j.com/blog/this-week-in-neo4j-analyzing-the-fincen-files-subway-journey-planner-spotify-playlist-builder/?ref=twitter#features-3
[2] https://neo4j.com/blog/elsevier-boosts-global-covid-19-research-neo4j/?ref=social-blog
[2] https://www.datasciencecentral.com/profiles/blogs/practical-apache-spark-in-10-minutes-part-7-graphx-and-neo4j
[2] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[1] https://www.linkedin.com/slink?code=dFemzs3
[1] https://www.eventbrite.com/e/online-workshop-neo4j-basics-uk-tickets-116586831351
[1] https://neo4j.com/blog/graphcast-fincen-files-how-banks-move-dirty-money-around-the-world/?ref=social-camp
[1] https://discuss.nebula-graph.io/t/performance-comparison-neo4j-vs-nebula-graph-vs-janusgraph/619
[1] https://dzone.com/articles/how-to-migrate-data-from-neo4j-to-nebula-graph

Top URLs in Tweet in G8:
[1] https://www.smartlogic.com/resources/entry/enterprise-knowledge-graphs-and-semaphore
[1] https://cloudconferenceday.com

Top URLs in Tweet in G9:
[8] https://medium.com/neo4j/k-means-clustering-with-neo4j-b0ec54bf0103
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DDRpW-FJgUTc&q=EgS4SO-bGOvtuPsFIhkA8aeDS8CqVzGy4SaT4ObNG5NTiTbXu2a3MgFy
[1] https://neo4j.com/graphacademy/online-training/intro-graph-algos-40/
[1] https://neo4j.com/nodes-2020/agenda/
[1] https://twitter.com/neo4j/status/1309154385902153728

Top URLs in Tweet in G10:
[8] 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://www.freelancer.com/projects/kevinohashi_27539924.html
[1] https://twitter.com/neo4pm/status/1312120241086816258
[1] https://www.linkedin.com/in/profileatingupta/

Top Domains
Top Domains in Tweet in Entire Graph:
[343] neo4j.com
[52] twitter.com
[46] medium.com
[36] github.com
[34] datasciencecentral.com
[27] linkedin.com
[23] youtube.com
[14] twitch.tv
[13] gag.gl
[11] stackoverflow.com

Top Domains in Tweet in G1:
[221] neo4j.com
[17] medium.com
[11] stackoverflow.com
[9] twitter.com
[7] eventbrite.com
[7] gag.gl
[6] twitch.tv
[6] fintech-bulletin.com
[4] youtube.com
[4] zoom.us

Top Domains in Tweet in G2:
[59] neo4j.com
[17] twitter.com
[13] medium.com
[11] github.com
[8] youtube.com
[7] amazon.com
[6] datanami.com
[6] twitch.tv
[4] gag.gl
[3] npmjs.com

Top Domains in Tweet in G3:
[24] datasciencecentral.com
[10] neo4j.com
[9] nodexlgraphgallery.org
[8] manning.com
[7] youtube.com
[6] linkedin.com
[4] meetup.com
[4] shroffpublishers.com
[3] lever.co
[2] graphileon.com

Top Domains in Tweet in G4:
[23] neo4j.com
[10] linkedin.com
[8] twitter.com
[6] skills421.com
[5] github.com
[4] saastr.com
[3] medium.com
[2] connpass.com
[2] asciidoc--airhacks.fm
[2] rubygems.org

Top Domains in Tweet in G5:
[10] github.com
[4] nielsdejong.nl
[1] twitter.com
[1] twitch.tv
[1] youtube.com

Top Domains in Tweet in G6:
[10] twitter.com
[9] neo4j.com
[2] medium.com
[2] digitalhealth.net
[1] meetup.com
[1] google.com
[1] s-cubed-global.com
[1] youtube.com
[1] github.com
[1] twitch.tv

Top Domains in Tweet in G7:
[7] nebula-graph.io
[5] neo4j.com
[4] datasciencecentral.com
[1] linkedin.com
[1] eventbrite.com
[1] dzone.com

Top Domains in Tweet in G8:
[1] smartlogic.com
[1] cloudconferenceday.com

Top Domains in Tweet in G9:
[8] medium.com
[2] neo4j.com
[1] google.com
[1] twitter.com

Top Domains in Tweet in G10:
[8] co.jp
[2] freelancer.com
[1] twitter.com
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[523] neo4j
[176] nodes2020
[72] datascience
[69] graphdatabase
[57] fincenfiles
[54] knowledgegraph
[48] graphdatabases
[42] ai
[38] machinelearning
[33] bigdata



Top Hashtags in Tweet in G1:
[216] neo4j
[75] nodes2020
[38] graphdatabase
[31] graphdatabases
[25] datascience
[21] graphdatascience
[19] twin4j
[18] fincenfiles
[17] knowledgegraph
[16] fincen

Top Hashtags in Tweet in G2:
[158] neo4j
[35] fincenfiles
[30] nodes2020
[29] knowledgegraph
[13] vue3
[13] typescript
[13] frontend
[13] webdev
[11] fincen
[9] vuejs

Top Hashtags in Tweet in G3:
[39] neo4j
[38] datascience
[35] nodes2020
[26] ai
[25] apachespark
[25] bigdata
[24] abdsc
[23] machinelearning
[17] yourappisagraph
[16] javascript

Top Hashtags in Tweet in G4:
[18] neo4j
[3] database
[3] graphdatabases
[3] nodes2020
[3] datascience
[2] covid19
[2] data
[2] databases
[2] sql
[2] redteam

Top Hashtags in Tweet in G5:
[14] neo4j
[5] springdata
[1] data
[1] database
[1] graphdb
[1] bigdata

Top Hashtags in Tweet in G6:
[16] neo4j
[10] nodes2020
[7] rdf
[5] neosemantics
[4] covidgraph
[3] webinar
[3] lifesciences
[2] graphstofightdiabetes
[2] graphdatabases
[2] clinicaltrials

Top Hashtags in Tweet in G7:
[14] neo4j
[11] nebulagraph
[7] graphdatabase
[5] exchange
[5] features
[5] data
[2] twin4j
[2] covid19
[2] apachespark
[2] abdsc

Top Hashtags in Tweet in G8:
[6] knowledgegraphs
[6] semanticai
[2] ff
[2] database
[1] semantic
[1] allegrograph
[1] amazonneptune
[1] infratrack

Top Hashtags in Tweet in G9:
[12] neo4j
[9] algorithms
[8] clustering
[2] twin4j
[2] rdf
[1] nodes2020
[1] larus
[1] graphdatascience
[1] shacl
[1] datascience

Top Hashtags in Tweet in G10:
[6] neo4j
[5] processmining
[2] icpm2020
[2] python
[2] 数学
[2] 統計

Top Words
Top Words in Tweet in Entire Graph:
[1179] neo4j
[519] #neo4j
[404] graph
[307] data
[176] #nodes2020
[146] 20
[117] using
[109] october
[87] join
[83] more

Top Words in Tweet in G1:
[373] neo4j
[213] #neo4j
[134] graph
[97] data
[75] #nodes2020
[60] 20
[50] try
[49] october
[45] today
[44] free

Top Words in Tweet in G2:
[289] neo4j
[156] #neo4j
[68] graph
[55] data
[51] icijorg
[49] graphql
[45] linkurious
[44] adamcowley
[38] using
[35] #fincenfiles

Top Words in Tweet in G3:
[84] neo4j
[41] graph
[38] #neo4j
[38] #datascience
[35] data
[35] #nodes2020
[29] graphileon
[28] minute
[26] #ai
[25] #apachespark

Top Words in Tweet in G4:
[75] neo4j
[28] graph
[18] #neo4j
[18] data
[13] algorithms
[10] 2020
[10] nebula
[9] free
[9] developer
[8] apache

Top Words in Tweet in G5:
[70] neo4j
[48] spring
[31] data
[30] graalvm
[30] native
[25] fbiville
[23] rotnroll666
[23] released
[23] springboot
[23] m3

Top Words in Tweet in G6:
[55] neo4j
[20] rdf
[18] barrasadv
[16] ajarasch
[16] #neo4j
[15] data
[15] know
[14] work
[13] cool
[12] never

Top Words in Tweet in G7:
[70] neo4j
[66] graph
[45] techniques
[44] playing
[44] mitreattack
[44] together
[44] shield
[44] shows
[44] active
[44] defense

Top Words in Tweet in G8:
[12] semaphore
[6] enterprise
[6] #knowledgegraphs
[6] smartlogic
[6] #semanticai
[6] platform
[6] allows
[6] build
[5] smartlogic_com
[5] connec

Top Words in Tweet in G9:
[19] neo4j
[13] #neo4j
[10] nsmith_piano
[10] medium
[9] #algorithms
[8] means
[8] clustering
[8] nathan
[8] smith
[8] #clustering

Top Words in Tweet in G10:
[11] machine
[11] python
[11] neo4j
[10] learning
[9] data
[9] science
[8] solutions
[8] google
[8] cloud
[8] aws

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[94] october,20
[89] #nodes2020,october
[61] neo4j,graph
[60] graph,database
[57] data,science
[46] using,#neo4j
[44] playing,mitreattack
[44] mitreattack,together
[44] together,shield
[44] shield,neo4j

Top Word Pairs in Tweet in G1:
[42] october,20
[41] #nodes2020,october
[27] graph,databases
[24] graph,database
[24] neo4j,today
[23] reserve,spot
[22] data,science
[21] certified,neo4j
[21] today,show
[21] show,expertise

Top Word Pairs in Tweet in G2:
[25] #neo4j,linkurious
[21] using,#neo4j
[20] linkurious,icijorg
[20] icijorg,journalists
[20] journalists,built
[20] built,#knowledgegraph
[20] #knowledgegraph,explore
[20] explore,more
[20] more,400
[20] 400,spreadsheets

Top Word Pairs in Tweet in G3:
[24] #apachespark,basics
[24] minute,tutorials
[24] tutorials,#abdsc
[24] #abdsc,#bigdata
[24] #bigdata,#datascience
[24] #datascience,#ai
[21] kirkdborne,#apachespark
[17] machine,learning
[16] #ai,#machinelearning
[15] #nodes2020,october

Top Word Pairs in Tweet in G4:
[10] nebula,graph
[9] graph,algorithms
[7] migrate,data
[7] data,neo4j
[7] neo4j,nebula
[6] apache,spark
[5] nodes,2020
[4] free,download
[4] download,o'reilly
[4] o'reilly,graph

Top Word Pairs in Tweet in G5:
[30] graalvm,native
[25] spring,data
[23] spring,graalvm
[23] native,released
[23] released,springboot
[23] springboot,m3
[23] m3,baseline
[23] baseline,spring
[23] data,elasticsearch
[23] elasticsearch,neo4j

Top Word Pairs in Tweet in G6:
[11] remarkable,never
[11] never,met
[11] met,person
[11] person,somehow
[11] somehow,know
[11] know,each
[11] each,perfectly
[11] perfectly,work
[11] work,together
[11] together,words

Top Word Pairs in Tweet in G7:
[44] playing,mitreattack
[44] mitreattack,together
[44] together,shield
[44] shield,neo4j
[44] neo4j,graph
[44] graph,shows
[44] shows,active
[44] active,defense
[44] defense,techniques
[44] techniques,taken

Top Word Pairs in Tweet in G8:
[6] enterprise,#knowledgegraphs
[6] #knowledgegraphs,semaphore
[6] semaphore,smartlogic
[6] smartlogic,#semanticai
[6] #semanticai,platform
[6] platform,semaphore
[6] semaphore,allows
[6] allows,build
[5] smartlogic_com,enterprise
[5] build,connec

Top Word Pairs in Tweet in G9:
[9] nsmith_piano,medium
[8] neo4j,means
[8] means,clustering
[8] clustering,#neo4j
[8] #neo4j,nathan
[8] nathan,smith
[8] smith,nsmith_piano
[8] medium,#algorithms
[8] #algorithms,#clustering
[8] #clustering,#d

Top Word Pairs in Tweet in G10:
[9] data,science
[9] machine,learning
[8] science,solutions
[8] solutions,machine
[8] learning,python
[8] python,google
[8] google,cloud
[8] cloud,aws
[8] aws,neo4j
[8] neo4j,kaggle

Top Replied-To
Top Replied-To in Entire Graph:
@fbiville
@neo4j
@adamcowley
@barrasadv
@ericd001_
@rotnroll666
@graphileon
@mesirii
@jimwebber
@spfeiffr

Top Replied-To in G1:
@neo4j
@nasa
@bigdata_ldn
@ericd001_
@jimwebber
@adamcowley
@icijorg
@mojitmj
@bopuc

Top Replied-To in G2:
@adamcowley
@ericd001_
@alexanderkell_
@johnburrett
@cjlmiles
@xjunior
@fbiville
@stilkov
@neo4j
@icijorg

Top Replied-To in G3:
@graphileon
@neo4j
@linkurious

Top Replied-To in G5:
@fbiville
@rotnroll666
@spfeiffr
@javahippie
@mesirii
@ebottard
@technige

Top Replied-To in G6:
@barrasadv
@zorngerhard
@fredgalvao
@neo4j
@disruptivelive
@digitalhealth2
@miel_vds
@palexop
@progmag
@__sea_cat__

Top Replied-To in G9:
@neo4j

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@icijorg
@linkurious
@adamcowley
@mitreattack
@olafhartong
@mesirii
@rvanbruggen
@lyonwj
@graalvm

Top Mentioned in G1:
@neo4j
@icijorg
@technige
@amyhodler
@graph_aware
@mesirii
@linkurious
@adamcowley
@markhneedham
@bigdata_ldn

Top Mentioned in G2:
@neo4j
@icijorg
@linkurious
@adamcowley
@lyonwj
@mesirii
@rvanbruggen
@st3llasia
@thepracticaldev
@prisma

Top Mentioned in G3:
@neo4j
@kirkdborne
@graphileon
@nodejs
@dataumbrella
@hadoxn
@yworks
@graphdatabases
@salhaj
@camsemantics

Top Mentioned in G4:
@jakartaeeblogs
@nil0x42

Top Mentioned in G5:
@neo4j
@graalvm
@springboot
@sdeleuze
@rotnroll666
@springdata
@rvanbruggen
@fbiville
@meistermeier
@adamcowley

Top Mentioned in G6:
@neo4j
@ajarasch
@barrasadv
@structr
@diabresearch
@covidgraph
@palexop
@kirstenlangendo
@roamresearch
@yworks

Top Mentioned in G7:
@mitreattack
@olafhartong
@neo4j
@nebulagraph
@paul_eng
@linkurious
@else
@kirkdborne

Top Mentioned in G8:
@smartlogic_com
@neo4j
@mongodb
@cassandra
@marklogic
@delbussoweb
@oracledatabase
@sqlserver
@db2zlabnews
@mysql

Top Mentioned in G9:
@neo4j
@nsmith_piano
@medium
@markhneedham
@barrasadv
@maxdemarzi
@agilelarus
@jimwebber

Top Mentioned in G10:
@bookloveru2
@amin_jalali
@processquerying
@icpm_conf
@atingupta2005
@mdavidallen
@python_jobs

Top Tweeters
Top Tweeters in Entire Graph:
@javascriptd
@chidambara09
@cybersec_feeds
@ary_antipt
@rosenchild
@bootleggirl
@codernotesbot
@taieb_bot
@santchiweb
@deesbarbara

Top Tweeters in G1:
@cybersec_feeds
@ary_antipt
@stackdevjobs
@peter_mount
@gdprai
@pdepily
@datasciencebot_
@grjenkin
@nvsdata
@thomasclone_us

Top Tweeters in G2:
@deesbarbara
@codegnuts
@thedeveloperbot
@nodequotesbot
@slackhq
@_reactdev
@buzzfeednews
@rabiasquared
@machine_ml
@googleretweet

Top Tweeters in G3:
@javascriptd
@chidambara09
@codernotesbot
@taieb_bot
@andrewmorrisuk
@bexxmodd
@hubofml
@thecuriousluke
@techtrendingnow
@ml_tweet_bot

Top Tweeters in G4:
@call_user_func
@presseticker
@litvikru
@macronimous
@gastronomy
@rubygemsn
@badc0da
@mcp111
@youki_ishi0427
@coreload

Top Tweeters in G5:
@starbuxman
@rotnroll666
@lukaseder
@spfeiffr
@underline_api
@making
@antonarhipov
@tobiasschlauch
@odrotbohm
@fbiville

Top Tweeters in G6:
@bsletten
@olivierrossel
@eventbrite
@mrgunn
@dadoonet
@digitalhealth2
@codexeditor
@darthvader42
@progmag
@disruptivelive

Top Tweeters in G7:
@dataaugmented
@jc_vazquez
@followlori
@davidflsts
@shortxstack
@ch33r10
@brysonbort
@clucianomartins
@slider_hoos
@rhettn

Top Tweeters in G8:
@awscloud
@craigmullins
@teradata
@filemakertoday
@couchbase
@mongodb
@sqlserver
@sapinmemory
@marklogic
@oracledatabase

Top Tweeters in G9:
@gabrielantonio
@medium
@carlosavt
@paulmccranie
@analytics_699
@kosolsombat
@nsmith_piano
@maxdemarzi
@neuralactions
@maschinensehen

Top Tweeters in G10:
@blkhwk0ps
@python_jobs
@alphabe99195368
@py_data_sci
@bookloveru2
@gennovacap
@atingupta2005
@icpm_conf
@alessan75384183
@fanisanim


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