neo4j, Twitter, 12/19/2019 4:15:16 PM, 219186


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neo4j_2019-12-18_17-30-19.xlsx
neo4j_2019-12-18_17-30-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2019
Short Description:
neo4j via NodeXL http://bit.ly/2McCtuB
@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 1,064 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, 19 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, 22-hour, 46-minute period from Wednesday, 04 December 2019 at 01:18 UTC to Wednesday, 18 December 2019 at 00:05 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 : 1064
Unique Edges : 1792
Edges With Duplicates : 1287
Total Edges : 3079
Number of Edge Types : 3
Mentions : 2525
Tweet : 337
Replies to : 217
Self-Loops : 337
Reciprocated Vertex Pair Ratio : 0.0597652081109925
Reciprocated Edge Ratio : 0.112789526686808
Connected Components : 136
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 859
Maximum Edges in a Connected Component : 2782
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.127966
Graph Density : 0.00175591848860156
Modularity : 0.468728
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,064 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, 19 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, 22-hour, 46-minute period from Wednesday, 04 December 2019 at 01:18 UTC to Wednesday, 18 December 2019 at 00:05 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:
[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://zpy.io/ca/7146f377
[12] https://neo4j.com/blog/demographics-master-data-citigroup/?ref=social-blog
[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
[10] https://neo4j.com/graphtour/
[10] https://www.computerweekly.com/blog/Data-Matters/Will-context-fuel-the-next-AI-revolution
[9] https://stackoverflow.com/questions/59248111/neo4j-cypher-execute-specific-match-statement-and-return-results-depending-on
[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
[9] https://neo4j.com/graphtour/
[8] https://www.pscp.tv/w/cMKAizFETEtCQWdZd0xkUUp8MWVhS2JBdmduWHF4WNqpHWIVo0Vi4LHBcvqfXaQ6BIQd3JW_nrmvrmAcyrbw
[8] 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://neo4j.com/blog/graph-databases-for-beginners-wait-what-do-you-mean-by-graph/?ref=social-blog
[6] https://medium.com/neo4j/neo4j-ogm-3-2-released-cdbaf1be1400

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
[6] 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://twitter.com/neo4j/status/1205973496884604928
[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://neo4j.com/docs/labs/nsmntx/current/import/

Top URLs in Tweet in G6:
[2] https://neo4j.com/sandbox-v2/
[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/aura
[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/

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 G9:
[3] https://www.graphfoundation.org/ONgDB/
[1] https://www.graphgrid.com/
[1] https://www.graphfoundation.org/ONgDB
[1] https://blog.igovsol.com
[1] https://graphfoundation.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[239] neo4j.com
[59] medium.com
[58] stackoverflow.com
[38] twitter.com
[27] youtube.com
[26] github.com
[18] wordpress.com
[16] 7wdata.be
[12] zpy.io
[12] pscp.tv

Top Domains in Tweet in G1:
[187] neo4j.com
[44] medium.com
[18] wordpress.com
[15] twitter.com
[13] youtube.com
[12] pscp.tv
[10] 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
[6] 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:
[58] stackoverflow.com
[36] neo4j.com
[11] 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] twitter.com
[1] neo4j.com
[1] connected-data.london

Top Domains in Tweet in G6:
[4] neo4j.com
[4] youtube.com
[2] maxdemarzi.com
[2] icij.org
[1] kotisdesign.com
[1] arxiv.org
[1] slideshare.net
[1] meetup.com
[1] twitter.com
[1] mattstauffer.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 G9:
[5] graphfoundation.org
[1] graphgrid.com
[1] igovsol.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[321] neo4j
[149] bloodhound
[100] apachespark
[99] graphdatabases
[66] ai
[61] datascience
[58] cypher
[55] bigdata
[54] neo4jquestions
[51] graphdatabase



Top Hashtags in Tweet in G1:
[205] neo4j
[87] graphdatabases
[51] cypher
[41] graphdatabase
[34] twin4j
[30] graphconnect
[26] nodes2019
[25] connecteddata
[24] graphdb
[17] graphcast

Top Hashtags in Tweet in G2:
[147] bloodhound

Top Hashtags in Tweet in G3:
[87] apachespark
[26] ai
[16] bigdata
[16] datascience
[10] internetofcontext
[9] machinelearning
[9] 5g
[6] neo4j
[6] context
[5] graphanalytics

Top Hashtags in Tweet in G4:
[54] 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] cypher
[5] analytics
[5] wikidata
[4] data
[4] software

Top Hashtags in Tweet in G6:
[16] yow19
[9] neo4j
[7] provenance
[7] softwaredevelopment
[6] panamapapers
[4] yow2019
[2] gameofthrones
[2] apoc
[2] graphtastic
[1] melbourne

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:
[3] neo4jaura
[2] ongdb
[2] grandstack
[1] graphaddict
[1] neo4j

Top Hashtags in Tweet in G10:
[2] ff
[2] database

Top Words
Top Words in Tweet in Entire Graph:
[1047] Words in Sentiment List#1: Positive
[238] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[30637] Non-categorized Words
[31922] Total Words
[1067] neo4j
[420] graph
[321] #neo4j
[286] domain
[272] data

Top Words in Tweet in G1:
[448] neo4j
[205] #neo4j
[171] graph
[102] data
[87] #graphdatabases
[55] using
[51] #cypher
[50] talk
[44] online
[43] free

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:
[111] neo4j
[104] amyhodler
[100] kirkdborne
[91] graph
[87] book
[87] algorithms
[87] practical
[87] #apachespark
[87] markhneedham
[86] examples

Top Words in Tweet in G4:
[128] neo4j
[54] #neo4jquestions
[32] graph
[26] cypher
[18] match
[18] statement
[16] #neo4j
[14] database
[14] nodes
[13] data

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

Top Words in Tweet in G6:
[47] neo4j
[37] mesirii
[25] data
[20] graph
[16] #yow19
[15] investigative
[11] really
[10] graphs
[10] java
[10] thanks

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:
[72] neo4j
[16] muddybootscode
[14] use
[11] docker
[9] taseroth
[9] data
[9] code
[9] ongdb
[8] know
[8] graphs

Top Words in Tweet in G10:
[6] database
[4] fauna
[3] console
[3] writeline
[3] neo4j
[2] best
[2] graphql
[2] craig
[2] mullins
[2] craigmullins

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] week's,#twin4j
[27] #graphconnect,talk
[25] neo4j,graph
[22] case,study
[22] online,developer
[22] developer,conference
[22] conference,#nodes2019
[22] minute,interview
[21] free,online

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:
[88] neo4j,amyhodler
[87] amyhodler,markhneedham
[86] graph,algorithms
[84] brilliant,book
[84] book,graph
[84] algorithms,practical
[84] practical,examples
[84] examples,#apachespark
[84] #apachespark,neo4j
[81] 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:
[10] mesirii,#yow19
[8] graph,database
[8] mesirii,neo4j
[7] special,focus
[7] focus,research
[7] research,position
[7] position,#provenance
[7] #provenance,methods
[7] methods,#softwaredevelopment
[7] #softwaredevelopment,processes

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:
[7] muddybootscode,neo4j
[7] neo4j,docker
[7] neo4j,core
[6] managed,learn
[6] learn,much
[6] much,graphs
[6] graphs,neo4j
[6] neo4j,upset
[6] upset,dealing
[6] dealing,problems

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@neo4j
@taseroth
@rpstreefkerk
@edburns
@rszilinski
@mesirii
@danimonteirodba
@muddybootscode
@rgransberger
@brisvegas1

Top Replied-To in G1:
@neo4j
@taseroth
@brisvegas1
@arjuntherajeev
@dandago2
@jg4448
@mdavidallen
@jggomezt
@darthvader42
@meistermeier

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
@_aileenrose
@heri
@chrisfauerbach
@neo4j
@crystalkeystro1
@keithdamiani
@wirsel

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

Top Replied-To in G9:
@rpstreefkerk
@muddybootscode
@jamie_gaskins
@stevenamapes
@crystalkeystro1
@kfreytag
@neo4j
@eveporcello
@jmsuhy
@mckenzma

Top Replied-To in G10:
@fauna

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

Top Mentioned in G1:
@neo4j
@rvanbruggen
@mdavidallen
@tb_tomaz
@amyhodler
@digityser
@mzelenetz
@nyphospital
@bwmerkl
@jessbaum22

Top Mentioned in G2:
@_wald0
@neo4j

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

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

Top Mentioned in G6:
@mesirii
@neo4j
@melbjvm
@onyame
@hillelogram
@mcallana
@urcheraus
@maxdemarzi
@data_messe
@srcgraph

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:
@neo4j
@muddybootscode
@taseroth
@docker
@emileifrem
@kfreytag
@darthbhyrava
@creotiv
@graphql
@haruhiko_nishi

Top Mentioned in G10:
@craigmullins
@oracledatabase
@sqlserver
@db2_support
@mysql
@postgresql
@mongodb
@teradata
@redislabs
@neo4j

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
@kawilson_
@sguybray
@txracing

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
@hiltonhotels
@magicroundabout
@stauffermatt
@realgenekim
@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:
@baursafi
@docker
@jamie_gaskins
@stemmlerjs
@joestrouth1
@creotiv
@stevenamapes
@deltgendavid
@zakjan
@eveporcello

Top Tweeters in G10:
@craigmullins
@teradata
@couchbase
@sqlserver
@sapinmemory
@marklogic
@oracledatabase
@redislabs
@ww_informix
@mysql