neo4j, Twitter, 12/18/2019 2:29:48 AM, 219029


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neo4j_2019-12-17_17-30-18.xlsx
neo4j_2019-12-17_17-30-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2019
Short Description:
neo4j via NodeXL http://bit.ly/36J3f5J
@neo4j
@_wald0
@lmeyerov
@mesirii
@craigmullins
@neo4jde
@barrasadv
@gp_pulipaka
@gerardsans
@doodleoddity

Top hashtags:
#neo4j
#bloodhound
#apachespark
#graphdatabases
#ai
#datascience
#cypher
#bigdata
#neo4jquestions

Description:
Description
The graph represents a network of 1,047 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 Wednesday, 18 December 2019 at 01:30 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 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, 11-hour, 55-minute period from Wednesday, 04 December 2019 at 01:18 UTC to Tuesday, 17 December 2019 at 13:14 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 : 1047
Unique Edges : 1760
Edges With Duplicates : 1248
Total Edges : 3008
Number of Edge Types : 3
Mentions : 2472
Replies to : 210
Tweet : 326
Self-Loops : 326
Reciprocated Vertex Pair Ratio : 0.05930359085963
Reciprocated Edge Ratio : 0.111967128916281
Connected Components : 133
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 847
Maximum Edges in a Connected Component : 2718
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.143245
Graph Density : 0.00177781917195812
Modularity : 0.472142
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,047 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 Wednesday, 18 December 2019 at 01:30 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 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, 11-hour, 55-minute period from Wednesday, 04 December 2019 at 01:18 UTC to Tuesday, 17 December 2019 at 13:14 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:
[15] https://neo4j.com/blog/graphing-space-time-michael-zelenetz-graphconnect/?ref=social-blog
[14] https://tbgraph.wordpress.com/2019/10/17/graph-model-of-facebook-post-reactions-in-neo4j-part-1/
[14] https://neo4j.com/blog/graphs-on-gpus-5-minute-interview-saul-rosales/?ref=social-blog
[12] https://neo4j.com/blog/demographics-master-data-citigroup/?ref=social-blog
[11] https://zpy.io/ca/7146f377
[11] https://datamakespossible.westerndigital.com/ai-and-5g-convergence-internet-of-context/?utm_medium=socpd1&utm_source=tw&utm_campaign=corporateblog&utm_content=kdb&utm_term=ai5g
[9] https://stackoverflow.com/questions/59248111/neo4j-cypher-execute-specific-match-statement-and-return-results-depending-on
[9] https://neo4j.com/graphtour/
[9] https://www.computerweekly.com/blog/Data-Matters/Will-context-fuel-the-next-AI-revolution
[9] https://dy.si/BziZZM2

Top URLs in Tweet in G1:
[15] https://neo4j.com/blog/graphing-space-time-michael-zelenetz-graphconnect/?ref=social-blog
[14] https://tbgraph.wordpress.com/2019/10/17/graph-model-of-facebook-post-reactions-in-neo4j-part-1/
[13] https://neo4j.com/blog/graphs-on-gpus-5-minute-interview-saul-rosales/?ref=social-blog
[11] https://neo4j.com/blog/demographics-master-data-citigroup/?ref=social-blog
[8] https://neo4j.com/graphtour/
[8] https://www.pscp.tv/w/cMKAizFETEtCQWdZd0xkUUp8MWVhS2JBdmduWHF4WNqpHWIVo0Vi4LHBcvqfXaQ6BIQd3JW_nrmvrmAcyrbw
[7] http://blog.bruggen.com/2019/12/graphistania-20-episode-2-this-month-in.html
[6] https://www.confluent.io/blog/kafka-graph-visualizations
[6] https://medium.com/neo4j/neo4j-ogm-3-2-released-cdbaf1be1400
[6] https://neo4j.com/blog/analyzing-panama-papers-neo4j/

Top URLs in Tweet in G2:
[1] https://github.com/BloodHoundAD/BloodHound/releases/latest

Top URLs in Tweet in G3:
[9] https://datamakespossible.westerndigital.com/ai-and-5g-convergence-internet-of-context/?utm_medium=socpd1&utm_source=tw&utm_campaign=corporateblog&utm_content=kdb&utm_term=ai5g
[5] https://www.computerweekly.com/blog/Data-Matters/Will-context-fuel-the-next-AI-revolution
[4] https://dy.si/BziZZM2
[3] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[1] https://twitter.com/KirkDBorne/status/1205589358125965312
[1] https://www.amazon.com/gp/product/1492348430/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1492348430&linkCode=as2&tag=kirkdborne-20&linkId=da1c07f45c49d8c600765a8335afd31b
[1] https://www.amazon.com/gp/product/1940858461/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1940858461&linkCode=as2&tag=kirkdborne-20&linkId=0f9b20fbbcc6ea9d5e7536e227fbcbad
[1] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[1] https://www.programmer-books.com/neo4j-graph-data-modeling/
[1] https://neo4j.com/blog/why-we-need-context-for-responsible-ai/?ref=social-blog

Top URLs in Tweet in G4:
[9] https://stackoverflow.com/questions/59248111/neo4j-cypher-execute-specific-match-statement-and-return-results-depending-on
[4] https://neo4j.com/blog/graphing-space-time-michael-zelenetz-graphconnect/
[3] https://dy.si/BziZZM2
[2] https://jp-neo4j-usersgroup.connpass.com/event/157424/
[2] https://neo4j.com/graphacademy/neo4j-certification/
[2] https://datamakespossible.westerndigital.com/ai-and-5g-convergence-internet-of-context/?utm_medium=socpd1&utm_source=tw&utm_campaign=corporateblog&utm_content=kdb&utm_term=ai5g
[2] https://www.computerweekly.com/blog/Data-Matters/Will-context-fuel-the-next-AI-revolution
[2] https://medium.com/neo4j/finding-influencers-and-communities-in-the-graph-community-e3d691296325
[2] https://www.7wdata.be/data-science/announcing-neo4j-aura-the-worlds-most-powerful-graph-database-in-the-cloud/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-20-7wBlog
[2] https://metacpan.org/release/MAJENSEN/Neo4j-Cypher-Abstract-0.1003

Top URLs in Tweet in G5:
[7] http://Schema.org
[4] https://aoc-2019.netlify.com/generated/coder/michael-simons/generateddays#_day_06_cypher
[4] https://jbarrasa.com/2019/12/05/quickgraph10-enrich-your-neo4j-knowledge-graph-by-querying-wikidata/
[2] https://www.slideshare.net/RichardMller12/graphbased-analysis-and-visualization-of-software-traces-ssp-2019
[2] https://github.com/neo4j-labs/neosemantics/releases/tag/3.5.0.4
[2] https://github.com/innovationOUtside/cypher_magic
[2] https://adventofcode.com/2019/day/6
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Feng.lyft.com%2Fopen-sourcing-amundsen-a-data-discovery-and-metadata-platform-2282bb436234
[1] https://medium.com/neo4j/finding-influencers-and-communities-in-the-graph-community-e3d691296325
[1] https://connected-data.london/sessions/introduction-to-graphs-and-graph-algorithms/

Top URLs in Tweet in G6:
[2] https://offshoreleaks.icij.org/pages/database
[1] https://maxdemarzi.com/2019/10/21/marketing-activities/
[1] https://maxdemarzi.com/2019/12/04/visualizing-activities/
[1] https://neo4j.com/resources/
[1] https://www.youtube.com/watch?v=pPBS-0TTQFg&list=PL9Hl4pk2FsvVUvAngMlAcwIGPHdD3Q1i1

[1] https://www.youtube.com/watch?v=WVjss62XIG0&list=PL9Hl4pk2FsvUOhz3gy68HvayMbaUZsH9T

[1] https://www.youtube.com/channel/UCvze3hU6OZBkB1vkhH2lH9Q/search?query=customer
[1] https://stores.kotisdesign.com/graphgear/
[1] https://neo4j.com/aura
[1] https://twitter.com/demivasques/status/1204003331175276544

Top URLs in Tweet in G7:
[2] https://www.twitch.tv/videos/520565205
[1] https://neo4j.com/blog/graphs-on-gpus-5-minute-interview-saul-rosales/?ref=social-blog
[1] https://www.twitch.tv/lmeyerov
[1] https://www.fiverr.com/designnests?up_rollout=true
[1] https://twitter.com/seanjtaylor/status/1204525911556550656?s=21
[1] https://twitter.com/seanjtaylor/status/1204525911556550656
[1] https://neo4j.com/
[1] https://twitter.com/yampelo/status/1135269203131490305

Top URLs in Tweet in G8:
[5] https://www.programmer-books.com/neo4j-graph-data-modeling/
[2] https://neo4j.com/docs/graph-algorithms/3.5/
[2] https://skillenhance.in/learn-to-build-apps-using-neo4j
[1] https://github.com/bj-sodas/china-unicorn-index
[1] https://twitch.tv/vsbmeza3
[1] https://www.youtube.com/c/GraphQLTalks?sub_confirmation=1

Top URLs in Tweet in G10:
[2] https://twitter.com/openBI/status/1205469764778418176
[2] https://digitaleweltmagazin.de/2019/12/06/ki-knowledge-graphen-mit-kontext-noch-smarter/
[1] https://neo4j.com/graphtour/

Top Domains
Top Domains in Tweet in Entire Graph:
[229] neo4j.com
[57] stackoverflow.com
[57] medium.com
[36] twitter.com
[26] github.com
[25] youtube.com
[18] wordpress.com
[16] 7wdata.be
[12] pscp.tv
[11] zpy.io

Top Domains in Tweet in G1:
[182] neo4j.com
[41] medium.com
[18] wordpress.com
[13] twitter.com
[12] pscp.tv
[10] youtube.com
[9] bruggen.com
[7] grandstack.io
[6] confluent.io
[6] meetup.com

Top Domains in Tweet in G2:
[1] github.com

Top Domains in Tweet in G3:
[9] westerndigital.com
[5] computerweekly.com
[4] dy.si
[3] datasciencecentral.com
[2] amazon.com
[2] neo4j.com
[1] twitter.com
[1] programmer-books.com

Top Domains in Tweet in G4:
[57] stackoverflow.com
[32] neo4j.com
[10] twitter.com
[8] github.com
[6] linkedin.com
[5] medium.com
[4] 7wdata.be
[3] dy.si
[2] connpass.com
[2] qiita.com

Top Domains in Tweet in G5:
[7] schema.org
[6] github.com
[4] netlify.com
[4] jbarrasa.com
[3] medium.com
[2] slideshare.net
[2] adventofcode.com
[1] connected-data.london
[1] twitter.com
[1] neo4j.com

Top Domains in Tweet in G6:
[4] youtube.com
[3] neo4j.com
[2] maxdemarzi.com
[2] twitter.com
[2] icij.org
[1] kotisdesign.com
[1] bruggen.com
[1] arxiv.org
[1] slideshare.net
[1] meetup.com

Top Domains in Tweet in G7:
[3] twitch.tv
[3] twitter.com
[2] neo4j.com
[1] fiverr.com

Top Domains in Tweet in G8:
[5] programmer-books.com
[2] neo4j.com
[2] skillenhance.in
[1] github.com
[1] twitch.tv
[1] youtube.com

Top Domains in Tweet in G10:
[2] twitter.com
[2] digitaleweltmagazin.de
[1] neo4j.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[307] neo4j
[149] bloodhound
[99] apachespark
[97] graphdatabases
[65] ai
[59] datascience
[58] cypher
[54] bigdata
[53] neo4jquestions
[51] graphdatabase



Top Hashtags in Tweet in G1:
[190] neo4j
[84] graphdatabases
[51] cypher
[41] graphdatabase
[32] twin4j
[30] graphconnect
[25] connecteddata
[25] nodes2019
[21] graphdb
[16] graphcast

Top Hashtags in Tweet in G2:
[147] bloodhound

Top Hashtags in Tweet in G3:
[85] apachespark
[25] ai
[15] bigdata
[15] datascience
[10] internetofcontext
[9] machinelearning
[9] 5g
[6] neo4j
[5] graphanalytics
[5] context

Top Hashtags in Tweet in G4:
[53] neo4jquestions
[16] neo4j
[9] graphdatabases
[8] bigdata
[7] fukuoka_lt
[5] graphanalytics
[4] neo4jusersgroup
[4] ai
[4] internetofcontext
[4] datascience

Top Hashtags in Tweet in G5:
[29] neo4j
[9] python
[8] neosemantics
[6] adventofcode
[6] springdata
[5] analytics
[5] cypher
[5] wikidata
[4] data
[4] software

Top Hashtags in Tweet in G6:
[12] neo4j
[9] yow19
[7] provenance
[7] softwaredevelopment
[4] panamapapers
[3] yow2019
[2] gameofthrones
[2] apoc
[2] melbourne
[2] graphdb

Top Hashtags in Tweet in G7:
[1] bloodhound
[1] neo4j
[1] datascience
[1] cyberengineering

Top Hashtags in Tweet in G8:
[17] neo4j
[14] datascience
[13] algorithms
[13] bigdata
[13] analytics
[13] nosql
[13] ai
[12] machinelearning
[9] javascript
[7] python

Top Hashtags in Tweet in G9:
[2] ff
[2] database

Top Hashtags in Tweet in G10:
[13] neo4j
[4] hachathon
[4] graph
[4] opendata
[4] ki
[3] hackathon
[2] itnovum
[2] graphdb
[2] lovemyjob
[2] knowledge

Top Words
Top Words in Tweet in Entire Graph:
[1002] Words in Sentiment List#1: Positive
[231] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[29568] Non-categorized Words
[30801] Total Words
[1024] neo4j
[405] graph
[307] #neo4j
[286] domain
[264] data

Top Words in Tweet in G1:
[491] neo4j
[190] #neo4j
[165] graph
[104] data
[84] #graphdatabases
[54] using
[51] #cypher
[46] talk
[42] free
[42] online

Top Words in Tweet in G2:
[281] domain
[147] #bloodhound
[145] _wald0
[141] find
[140] red
[140] teaming
[140] multi
[140] environment
[140] need
[140] connections

Top Words in Tweet in G3:
[105] neo4j
[100] amyhodler
[96] kirkdborne
[89] graph
[85] book
[85] algorithms
[85] practical
[85] #apachespark
[84] markhneedham
[84] examples

Top Words in Tweet in G4:
[126] neo4j
[53] #neo4jquestions
[30] graph
[25] cypher
[18] match
[18] statement
[16] #neo4j
[14] nodes
[13] database
[12] data

Top Words in Tweet in G5:
[79] neo4j
[29] #neo4j
[27] meistermeier
[27] rotnroll666
[26] data
[21] euregjug
[21] ijugev
[21] jug_da
[21] jug_ostfalen
[21] jug_stuttgart

Top Words in Tweet in G6:
[41] neo4j
[29] mesirii
[22] data
[19] graph
[12] #neo4j
[10] really
[10] graphs
[9] database
[9] investigative
[9] #yow19

Top Words in Tweet in G7:
[65] data
[39] lmeyerov
[34] live
[30] kicking
[30] ride
[30] alongs
[30] code
[30] science
[30] projects
[30] each

Top Words in Tweet in G8:
[18] graph
[18] graphql
[17] #neo4j
[14] #datascience
[14] neo4j
[13] ebook
[13] #algorithms
[13] user
[13] guide
[13] v3

Top Words in Tweet in G9:
[6] database
[4] fauna
[3] console
[3] writeline
[3] neo4j
[2] best
[2] graphql
[2] craig
[2] mullins
[2] craigmullins

Top Words in Tweet in G10:
[13] #neo4j
[8] philipp_2
[8] graph
[5] neo4j
[4] präsentation
[4] teamworkshop
[4] #hachathon
[4] cool
[4] team
[4] 10

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[142] red,teaming
[142] teaming,multi
[142] multi,domain
[142] domain,environment
[142] environment,need
[142] need,find
[142] find,connections
[142] connections,different
[142] different,domain
[142] domain,forest

Top Word Pairs in Tweet in G1:
[29] #neo4j,#graphdatabase
[28] neo4j,graph
[27] week's,#twin4j
[27] #graphconnect,talk
[22] case,study
[22] minute,interview
[21] online,developer
[21] developer,conference
[21] conference,#nodes2019
[20] neo4j,week's

Top Word Pairs in Tweet in G2:
[140] red,teaming
[140] teaming,multi
[140] multi,domain
[140] domain,environment
[140] environment,need
[140] need,find
[140] find,connections
[140] connections,different
[140] different,domain
[140] domain,forest

Top Word Pairs in Tweet in G3:
[85] neo4j,amyhodler
[84] amyhodler,markhneedham
[84] graph,algorithms
[82] brilliant,book
[82] book,graph
[82] algorithms,practical
[82] practical,examples
[82] examples,#apachespark
[82] #apachespark,neo4j
[79] kirkdborne,brilliant

Top Word Pairs in Tweet in G4:
[18] neo4j,cypher
[18] match,statement
[10] neo4j,#neo4jquestions
[9] cypher,execute
[9] execute,specific
[9] specific,match
[9] statement,return
[9] return,results
[9] results,depending
[9] depending,result

Top Word Pairs in Tweet in G5:
[21] euregjug,ijugev
[21] ijugev,jug_da
[21] jug_da,jug_ostfalen
[21] jug_ostfalen,jug_stuttgart
[21] jug_stuttgart,meistermeier
[21] myfear,neo4j
[21] springbootbuch,springdata
[21] springdata,sippsack
[20] meistermeier,muellermi
[20] muellermi,myfear

Top Word Pairs in Tweet in G6:
[8] graph,database
[7] special,focus
[7] focus,research
[7] research,position
[7] position,#provenance
[7] #provenance,methods
[7] methods,#softwaredevelopment
[7] #softwaredevelopment,processes
[7] processes,including
[7] including,storing

Top Word Pairs in Tweet in G7:
[30] kicking,data
[30] data,ride
[30] ride,alongs
[30] alongs,live
[30] live,code
[30] code,data
[30] data,science
[30] science,projects
[30] projects,each
[30] each,session

Top Word Pairs in Tweet in G8:
[13] ebook,#neo4j
[13] #neo4j,graph
[13] graph,#algorithms
[13] #algorithms,user
[13] user,guide
[13] guide,v3
[13] v3,#bigdata
[13] #bigdata,#analytics
[13] #analytics,#nosql
[13] #nosql,#datascience

Top Word Pairs in Tweet in G9:
[3] console,writeline
[2] writeline,best
[2] graphql,database
[2] craig,mullins
[2] mullins,craigmullins
[2] craigmullins,#ff
[2] #ff,#database
[2] #database,oracledatabase
[2] oracledatabase,sqlserver
[2] sqlserver,db2_support

Top Word Pairs in Tweet in G10:
[4] präsentation,philipp_2
[4] philipp_2,teamworkshop
[4] teamworkshop,#neo4j
[4] #neo4j,#hachathon
[4] team,10
[4] 10,graf
[4] graf,graph
[4] graph,db
[4] db,graph
[4] graph,graphdatenbanken

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@taseroth
@rpstreefkerk
@edburns
@rszilinski
@danimonteirodba
@muddybootscode
@mesirii
@rgransberger
@brisvegas1

Top Replied-To in G1:
@neo4j
@rpstreefkerk
@taseroth
@muddybootscode
@brisvegas1
@stevenamapes
@crystalkeystro1
@arjuntherajeev
@meistermeier
@derk3621

Top Replied-To in G3:
@kirkdborne
@amyhodler
@neo4j

Top Replied-To in G4:
@shippo_kunn

Top Replied-To in G5:
@edburns
@rszilinski
@rgransberger
@danimonteirodba
@barrasadv
@jankothyson
@wirsel
@linked_do
@kidehen
@taseroth

Top Replied-To in G6:
@mesirii
@icijorg
@micheleplayfair
@heri
@chrisfauerbach
@neo4j
@wirsel
@keithdamiani
@crystalkeystro1
@sguybray

Top Replied-To in G7:
@lmeyerov
@andrewjuey
@dfirdelbs
@mohammedri_
@datametrician
@caccia7r1c3

Top Replied-To in G9:
@fauna

Top Replied-To in G10:
@philipp_2
@michaelmaass
@myfrosch

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@_wald0
@amyhodler
@markhneedham
@kirkdborne
@mesirii
@lmeyerov
@rotnroll666
@rvanbruggen
@meistermeier

Top Mentioned in G1:
@neo4j
@rvanbruggen
@mdavidallen
@mesirii
@amyhodler
@tb_tomaz
@emileifrem
@digityser
@mzelenetz
@nyphospital

Top Mentioned in G2:
@_wald0
@neo4j

Top Mentioned in G3:
@neo4j
@amyhodler
@kirkdborne
@markhneedham
@lbnlcs
@gp_pulipaka
@emileifrem
@yvesmulkers
@ronald_vanloon

Top Mentioned in G5:
@neo4j
@rotnroll666
@meistermeier
@ijugev
@jug_da
@jug_ostfalen
@jug_stuttgart
@myfear
@noctarius2k
@robilad

Top Mentioned in G6:
@neo4j
@mesirii
@melbjvm
@onyame
@hillelogram
@maxdemarzi
@mcallana
@jgoldschrafe
@data_messe
@mathbeveridge

Top Mentioned in G7:
@lmeyerov
@neo4j
@owaspamass
@mgreen27
@yampelo
@caccia7r1c3
@graphistry
@dfirdelbs
@andrewjuey
@mohammedri_

Top Mentioned in G8:
@gp_pulipaka
@rubenoostinga
@gerardsans
@neo4j
@twitch
@extralife4kids
@vsbmeza3
@programmerbooks
@lyonwj
@graphql_london

Top Mentioned in G9:
@craigmullins
@oracledatabase
@sqlserver
@db2_support
@mysql
@postgresql
@mongodb
@teradata
@redislabs
@neo4j

Top Mentioned in G10:
@philipp_2
@dmarkovic1990
@itnovum
@openbi
@dbhackathon
@neo4j
@sr_mueller
@ansgar_hoeper
@digitaleweltmag

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@123trabajo
@aaroncuddeback
@andysugs
@jhamby
@cybersec_feeds
@calcaware
@biconnections
@rev313

Top Tweeters in G1:
@securityblog
@heiseonline
@yolo_pinyato
@makeuseof
@politik_twit
@jchyip
@tiagoooliveira
@txracing
@rugi
@enrikelopez

Top Tweeters in G2:
@rev313
@zodmagus
@adrien_jeanneau
@iianaisii
@crmunoz27
@offethhacker
@maarten_goet
@truneski
@aubrey_lab
@cientih

Top Tweeters in G3:
@sectest9
@calcaware
@vievararosel
@bernardo_pirola
@akdm_bot
@thecuriousluke
@dariosailor86
@kirkdborne
@jayeshmthakur
@wynandbooysen

Top Tweeters in G4:
@123trabajo
@andysugs
@perlnews
@call_user_func
@7wdata
@trumpathon
@cpan_new
@realgophersship
@sassy_commits
@it_connection

Top Tweeters in G5:
@squintar
@starbuxman
@psychemedia
@rotnroll666
@myfear
@kidehen
@comatose_d
@olivierrossel
@noctarius2k
@danbri

Top Tweeters in G6:
@jhamby
@nbcnews
@sguybray
@hiltonhotels
@magicroundabout
@stauffermatt
@thattommyhall
@hillelogram
@icijorg
@twarko

Top Tweeters in G7:
@pardoe_ai
@whenonkstreet
@ssgslack
@sxren
@cournape
@freecodecamp
@leggendario12
@vipulmathur
@kccarrell
@mgtei

Top Tweeters in G8:
@aaroncuddeback
@taieb_bot
@abdoul_official
@serverlessfan
@_reactdev
@rstatstweet
@brianlinuxing
@money_personal
@poramatepi
@gp_pulipaka

Top Tweeters in G9:
@craigmullins
@teradata
@couchbase
@sqlserver
@sapinmemory
@marklogic
@oracledatabase
@redislabs
@ww_informix
@mysql

Top Tweeters in G10:
@itnovum
@michaelmaass
@sr_mueller
@dbhackathon
@myfrosch
@neo4jde
@digitaleweltmag
@openbi
@philipp_2
@_hep_