graph database, Twitter, 2/19/2019 5:49:02 AM, 187226


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graph database_2019-02-18_21-36-58.xlsx
graph database_2019-02-18_21-36-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 19, 2019
Short Description:
graph database via NodeXL http://bit.ly/2SJ1PWu
@kidehen
@nosqldigest
@neo4j
@ham_gretsky
@linkurious
@ikwattro
@tigergraphdb
@geoffhorrell
@pgroth
@skontopo

Top hashtags:
#database
#graphdatabase
#graph
#neo4j
#graphdatabases
#bigdata
#graphdb
#nosql
#knowledgegraph

Description:
Description
The graph represents a network of 650 Twitter users whose tweets in the requested range contained "graph database", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 19 February 2019 at 05:37 UTC.

The requested start date was Tuesday, 19 February 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, 15-hour, 33-minute period from Tuesday, 05 February 2019 at 03:21 UTC to Monday, 18 February 2019 at 18:55 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 : 650
Unique Edges : 745
Edges With Duplicates : 157
Total Edges : 902
Number of Edge Types : 3
Mentions : 617
Replies to : 35
Tweet : 250
Self-Loops : 250
Reciprocated Vertex Pair Ratio : 0.0310344827586207
Reciprocated Edge Ratio : 0.0602006688963211
Connected Components : 220
Single-Vertex Connected Components : 155
Maximum Vertices in a Connected Component : 266
Maximum Edges in a Connected Component : 484
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.566647
Graph Density : 0.0014175654853621
Modularity : 0.709883
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[146] https://blog.nuclino.com/why-nasa-converted-its-lessons-learned-database-into-a-knowledge-graph
[22] https://news.ycombinator.com/item?id=19095849
[7] https://www.enterprisetimes.co.uk/2019/02/13/tigergraph-pushes-out-competitor-at-opencorporates/
[7] http://linkeddata.uriburner.com/describe/?url=https%3A%2F%2Fwww.openlinksw.com%2Fdata%2Fturtle%2Fgeneral%2Ftabulated-data-comparison.ttl%23content&graph=http%3A%2F%2Fwww.openlinksw.com%2Fdata%2Fturtle%2Fgeneral%2Ftabulated-data-comparison.ttl&distinct=1
[7] https://xrpcommunity.blog/exploring-relationships-on-the-ledger-part-one/
[7] http://news.ycombinator.com/item?id=19095849
[5] http://www.datasciencecentral.com/profiles/blogs/a-quick-guide-on-how-to-prevail-in-the-graph-database-arena
[4] https://www.7wdata.be/computer-science/why-nasa-converted-its-lessons-learned-database-into-a-knowledge-graph/?utm_campaign=snap-from-site_7wData&utm_source=Twitter&utm_medium=BIConnections
[4] https://www.7wdata.be/computer-science/why-nasa-converted-its-lessons-learned-database-into-a-knowledge-graph/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-24-7wBlog
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fanzograph-a-w3c-standards-based-graph-database-9836fa64087e

Top URLs in Tweet in G1:
[73] https://blog.nuclino.com/why-nasa-converted-its-lessons-learned-database-into-a-knowledge-graph
[20] https://news.ycombinator.com/item?id=19095849
[4] http://news.ycombinator.com/item?id=19095849
[2] https://blog.nuclino.com/why-nasa-converted-its-lessons-learned-database-into-a-knowledge-graph?utm_source=dlvr.it&utm_medium=twitter
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fhackernoon.com%2Fthe-future-of-data-a-decentralized-graph-database-bbb668715bd1
[2] https://hedgeaccordingly.com/ontotext-graphdb-named-innovator-in-bloors-graph-database-market-research/
[2] https://www.ictjob.be/nl/vacature/smals-java-graph-database-developer/1-109140?cid=Social_Media_Twitter
[2] http://europeindustrynews.com/15140/graph-database-market-set-to-cross-usd-5-6-billion-by-2024/?utm_source=dlvr.it&utm_medium=twitter
[2] https://database.guide/list-of-graph-database-management-systems/
[1] https://hackernoon.com/the-future-of-data-a-decentralized-graph-database-bbb668715bd1

Top URLs in Tweet in G2:
[7] https://xrpcommunity.blog/exploring-relationships-on-the-ledger-part-one/
[4] https://go.neo4j.com/WBR190307DigitalAssetManagement_Registration.html?_ga=2.98354143.1902234528.1549882191-608717181.1544007078
[3] https://datamodelingzone.com/neo4j/
[2] https://www.meetup.com/Graph-Database-Tokyo/events/259006941/
[2] https://reactome.org/dev/graph-database
[1] https://neo4j.com/blog/powering-recommendations-graph-database-proven-business-benefits/
[1] https://neo4j.com/blog/neo4j-graph-database-3-5-ga-release/
[1] https://www.slideshare.net/neo4j/this-week-in-neo4j-9th-february-2019
[1] https://www.slideshare.net/neo4j/this-week-in-neo4j-16th-february-2019
[1] https://neo4j.com/blog/powering-recommendations-graph-database-connect-buyer-product-data

Top URLs in Tweet in G3:
[19] https://blog.nuclino.com/why-nasa-converted-its-lessons-learned-database-into-a-knowledge-graph
[4] http://linkeddata.uriburner.com/describe/?url=https%3A%2F%2Fwww.openlinksw.com%2Fdata%2Fturtle%2Fgeneral%2Ftabulated-data-comparison.ttl%23content&graph=http%3A%2F%2Fwww.openlinksw.com%2Fdata%2Fturtle%2Fgeneral%2Ftabulated-data-comparison.ttl&distinct=1
[2] https://www.ontotext.com/company/news/ontotext-graphdb-named-innovator-in-bloors-graph-database-market-research/?utm_source=twitter&utm_campaign=social

Top URLs in Tweet in G4:
[21] https://blog.nuclino.com/why-nasa-converted-its-lessons-learned-database-into-a-knowledge-graph
[1] https://www.zdnet.com/article/the-web-as-a-database-the-biggest-knowledge-graph-ever/
[1] https://news.ycombinator.com/item?id=19095849

Top URLs in Tweet in G5:
[2] https://blog.dgraph.io/post/why-google-needed-graph-serving-system/
[1] https://twitter.com/manishrjain/status/1097355951609327616
[1] https://twitter.com/DatabaseDaily/status/1096222311873683457
[1] https://github.com/dgraph-io/dgraph
[1] https://twitter.com/DatabaseDaily/status/1096435670342619137

Top URLs in Tweet in G6:
[7] https://www.enterprisetimes.co.uk/2019/02/13/tigergraph-pushes-out-competitor-at-opencorporates/
[2] https://info.tigergraph.com/graph-gurus-10?utm_campaign=2019.02%20Graph%20Gurus%20Episode%2010&utm_content=84453161&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[2] https://dzone.com/articles/anzograph-a-w3c-standards-based-graph-database-tow?utm_medium=feed&utm_source=feedpress.me&utm_campaign=Feed:+dzone/big-data
[1] https://www.westconference.org/West19/Public/Enter.aspx?utm_content=83747795&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://twitter.com/Azure/status/1092852862634418176
[1] http://www.tigergraph.com/free-trial?utm_content=83829739&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://www.tigergraph.com/2019/02/05/leveraging-geospatial-data-with-a-native-parallel-graph-database/?utm_content=84391618&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://irishtechnews.ie/was-2018-the-year-of-the-graph-database/?utm_content=83833414&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://info.tigergraph.com/graph-database-webinar?utm_campaign=2018.01%20Webinar%3A%20A%20complete%20high-performance%20graph%20database&utm_content=83833469&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://anchor.fm/daily-drive/episodes/138-Todd-Blaschka---TigerGraph---Part-1-e3298r/a-a9harm?utm_content=84047299&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786

Top URLs in Tweet in G7:
[2] http://www.itoug.it/wp-content/uploads/2019/02/Gianni-Ceresa-Graph-Database-From-scratch-in-45-minutes.pdf
[1] https://blogs.oracle.com/database/oracle-database-19c-available-exadata

Top URLs in Tweet in G8:
[2] https://www.forbes.com/sites/metabrown/2018/03/31/get-the-basics-on-nosql-databases-graph-databases/#6f2b48766997
[1] http://linkeddata.uriburner.com/describe/?url=https%3A%2F%2Fwww.openlinksw.com%2Fdata%2Fturtle%2Fgeneral%2Ftabulated-data-comparison.ttl%23content&graph=http%3A%2F%2Fwww.openlinksw.com%2Fdata%2Fturtle%2Fgeneral%2Ftabulated-data-comparison.ttl&distinct=1
[1] https://linkurio.us/blog/graphtech-ecosystem-2019-part-1-graph-databases/
[1] https://blog.nuclino.com/why-nasa-converted-its-lessons-learned-database-into-a-knowledge-graph
[1] https://whatis.techtarget.com/definition/graph-database
[1] http://industrynewsblog.com/13042/graph-database-market-to-exceed-usd-5-6-billion-by-2024/
[1] https://twitter.com/novickgreenplum/status/1092548188765020161

Top URLs in Tweet in G9:
[1] http://linkeddata.uriburner.com/describe/?url=https%3A%2F%2Fwww.openlinksw.com%2Fdata%2Fturtle%2Fgeneral%2Ftabulated-data-comparison.ttl%23content&graph=http%3A%2F%2Fwww.openlinksw.com%2Fdata%2Fturtle%2Fgeneral%2Ftabulated-data-comparison.ttl&distinct=1

Top URLs in Tweet in G10:
[5] https://blog.nuclino.com/why-nasa-converted-its-lessons-learned-database-into-a-knowledge-graph
[4] https://towardsdatascience.com/anzograph-a-w3c-standards-based-graph-database-9836fa64087e
[4] https://medium.com/p/anzograph-a-w3c-standards-based-graph-database-9836fa64087e?utm_content=84781743&utm_medium=social&utm_source=twitter&hss_channel=tw-61001779
[3] https://dzone.com/articles/anzograph-a-w3c-standards-based-graph-database-tow
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fanzograph-a-w3c-standards-based-graph-database-9836fa64087e
[2] https://medium.com/p/anzograph-a-w3c-standards-based-graph-database-9836fa64087e
[2] https://blog.cambridgesemantics.com/what-is-a-graph-database?utm_campaign=AnzoGraph
[2] Graph
[2] Database
[1] Beta&utm_content=84457762&utm_medium=social&utm_source=twitter&hss_channel=tw-61001779

Top Domains
Top Domains in Tweet in Entire Graph:
[153] nuclino.com
[30] ycombinator.com
[23] medium.com
[18] 7wdata.be
[12] techtarget.com
[11] twitter.com
[10] lnkd.in
[8] neo4j.com
[8] xrpcommunity.blog
[7] co.uk

Top Domains in Tweet in G1:
[76] nuclino.com
[25] ycombinator.com
[10] lnkd.in
[7] medium.com
[3] hedgeaccordingly.com
[3] twitter.com
[3] database.guide
[3] 7wdata.be
[2] businesswire.com
[2] prnewswire.com

Top Domains in Tweet in G2:
[8] xrpcommunity.blog
[7] neo4j.com
[3] datamodelingzone.com
[3] meetup.com
[2] slideshare.net
[2] xrpgraph.com
[2] reactome.org
[1] twitter.com
[1] dlvr.cloud
[1] forbes.com

Top Domains in Tweet in G3:
[19] nuclino.com
[4] uriburner.com
[2] ontotext.com

Top Domains in Tweet in G4:
[21] nuclino.com
[1] zdnet.com
[1] ycombinator.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] dgraph.io
[1] github.com

Top Domains in Tweet in G6:
[7] co.uk
[6] tigergraph.com
[2] westconference.org
[2] dzone.com
[1] twitter.com
[1] irishtechnews.ie
[1] anchor.fm
[1] truthinit.com
[1] globenewswire.com

Top Domains in Tweet in G7:
[2] itoug.it
[1] oracle.com

Top Domains in Tweet in G8:
[2] forbes.com
[1] uriburner.com
[1] linkurio.us
[1] nuclino.com
[1] techtarget.com
[1] industrynewsblog.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[9] medium.com
[5] nuclino.com
[4] towardsdatascience.com
[4] cambridgesemantics.com
[3] dzone.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[48] database
[40] graphdatabase
[33] graph
[29] neo4j
[27] graphdatabases
[19] bigdata
[19] graphdb
[18] nosql
[17] knowledgegraph
[11] nasa



Top Hashtags in Tweet in G1:
[8] nasa
[7] neo4j
[5] database
[3] graphdatabase
[3] graph
[3] knowledgegraph
[2] li
[2] technews
[2] job
[2] jobs

Top Hashtags in Tweet in G2:
[14] neo4j
[5] graphtechnology
[5] graphdatabases
[4] adobe
[4] meetup
[3] graphdatabase
[3] datamodeling
[3] business
[2] twin4j
[2] xrp

Top Hashtags in Tweet in G3:
[6] graphdatabases
[5] dbms
[4] rdbms
[2] sparql
[2] sql
[2] database
[2] nosql
[2] knowledgegraph
[2] ontotext
[1] datasilo

Top Hashtags in Tweet in G4:
[9] knowledgegraph
[5] database
[2] knowledge
[1] azure
[1] lessonslearned
[1] engineering
[1] space
[1] informationsystems
[1] learning
[1] innovation

Top Hashtags in Tweet in G5:
[4] database
[1] google
[1] graph

Top Hashtags in Tweet in G6:
[12] bigdata
[11] graphdatabase
[8] graphdb
[7] analytics
[6] graph
[4] tigergraph
[4] advancedanalytics
[3] west2019
[3] azure
[3] data

Top Hashtags in Tweet in G7:
[1] graphdatabase
[1] jupyter
[1] database
[1] oraclespatial

Top Hashtags in Tweet in G8:
[9] database
[9] graphdatabase
[7] nosql
[6] graphtheory
[5] neo4j
[5] graphtech
[3] greenplum
[3] hadoop
[3] graph
[3] bigdata

Top Hashtags in Tweet in G9:
[1] clojurenorth
[1] clojure
[1] dbms
[1] rdbms
[1] graphdatabases

Top Hashtags in Tweet in G10:
[7] graphdatabase
[6] graphdb
[4] semanticweb
[2] data
[2] anzograph
[1] dataanalytics
[1] rdbm
[1] graph

Top Words
Top Words in Tweet in Entire Graph:
[333] Words in Sentiment List#1: Positive
[107] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[12612] Non-categorized Words
[13052] Total Words
[610] graph
[556] database
[193] knowledge
[182] nasa
[168] converted

Top Words in Tweet in G1:
[155] graph
[150] database
[89] nasa
[82] knowledge
[81] converted
[81] lessons
[81] learned
[26] ã
[23] data
[16] neo4j

Top Words in Tweet in G2:
[83] graph
[79] neo4j
[70] database
[48] silkjaer
[46] xrp
[44] ledger
[44] now
[42] live
[42] synced
[42] 2

Top Words in Tweet in G3:
[23] database
[21] graph
[19] nasa
[19] converted
[19] lessons
[19] learned
[19] knowledge
[18] pgroth
[6] graphdatabases
[5] dbms

Top Words in Tweet in G4:
[29] database
[27] graph
[25] knowledge
[25] nasa
[23] converted
[22] lessons
[22] learned
[15] newsycombinator
[9] knowledgegraph
[7] skontopo

Top Words in Tweet in G5:
[34] google
[34] graph
[26] needed
[26] serving
[26] system
[25] read
[24] dgraphlabs
[23] build
[22] works
[22] complex

Top Words in Tweet in G6:
[38] graph
[32] database
[22] tigergraph
[19] tigergraphdb
[17] data
[14] bigdata
[12] out
[12] opencorporates
[11] graphdatabase
[11] s

Top Words in Tweet in G7:
[20] oracle
[16] schema
[16] graph
[16] each
[13] 19c
[10] ludodba
[9] database
[8] complicated
[8] inter
[8] dependencies

Top Words in Tweet in G8:
[28] database
[24] graph
[9] graphdatabase
[7] orientdb
[7] nosql
[6] much
[6] mongodb
[6] neo4j
[6] called
[6] oriented

Top Words in Tweet in G9:
[15] clojurenorth
[15] proud
[15] announce
[15] jon
[15] pither
[15] jonpither
[15] unveiling
[15] juxt's
[15] new
[15] bitemporal

Top Words in Tweet in G10:
[28] graph
[26] database
[19] anzograph
[16] w3c
[16] standards
[16] based
[11] fluffymaccoy
[7] camsemantics
[7] graphdatabase
[6] tdatascience

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[271] graph,database
[179] knowledge,graph
[168] nasa,converted
[167] converted,lessons
[167] lessons,learned
[167] learned,database
[166] database,knowledge
[44] xrp,ledger
[44] ledger,graph
[43] database,now

Top Word Pairs in Tweet in G1:
[81] nasa,converted
[81] converted,lessons
[81] lessons,learned
[81] learned,database
[81] knowledge,graph
[79] database,knowledge
[59] graph,database
[12] ã,ã
[12] database,market
[9] https,t

Top Word Pairs in Tweet in G2:
[68] graph,database
[44] xrp,ledger
[44] ledger,graph
[42] database,now
[42] now,live
[42] live,synced
[42] synced,2
[42] 2,minutes
[42] minutes,ago
[42] ago,great

Top Word Pairs in Tweet in G3:
[19] nasa,converted
[19] converted,lessons
[19] lessons,learned
[19] learned,database
[19] database,knowledge
[19] knowledge,graph
[18] pgroth,nasa
[4] tabulated,dbms
[4] dbms,genre
[3] genre,comparison

Top Word Pairs in Tweet in G4:
[24] knowledge,graph
[23] nasa,converted
[22] converted,lessons
[22] lessons,learned
[22] learned,database
[19] database,knowledge
[11] newsycombinator,nasa
[5] web,database
[5] database,biggest
[5] biggest,knowledge

Top Word Pairs in Tweet in G5:
[26] google,needed
[26] graph,serving
[26] serving,system
[23] build,graph
[22] read,google
[22] needed,build
[22] system,works
[22] works,complex
[22] complex,journey
[22] journey,getting

Top Word Pairs in Tweet in G6:
[24] graph,database
[8] sign,up
[7] database,vendor
[7] neo4j,out
[7] out,opencorporates
[7] graphdatabase,graphdb
[6] vendor,tigergraph
[6] tigergraph,pushes
[6] pushes,neo4j
[6] opencorporates,graphdatabase

Top Word Pairs in Tweet in G7:
[8] complicated,schema
[8] schema,inter
[8] inter,dependencies
[8] dependencies,single
[8] single,oracle
[8] oracle,database
[8] database,graph
[8] graph,each
[8] each,node
[8] node,schema

Top Word Pairs in Tweet in G8:
[9] graph,database
[6] orientdb,graphdatabase
[6] graphdatabase,called
[6] called,graph
[6] graph,oriented
[6] oriented,database
[6] database,type
[6] type,nosql
[6] nosql,database
[6] database,uses

Top Word Pairs in Tweet in G9:
[15] proud,announce
[15] announce,jon
[15] jon,pither
[15] pither,jonpither
[15] jonpither,unveiling
[15] unveiling,juxt's
[15] juxt's,new
[15] new,bitemporal
[15] bitemporal,graph
[15] graph,database

Top Word Pairs in Tweet in G10:
[20] graph,database
[16] anzograph,w3c
[16] w3c,standards
[16] standards,based
[16] based,graph
[9] database,fluffymaccoy
[5] barry,zane
[5] nasa,converted
[5] converted,lessons
[5] lessons,learned

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@silkjaer
@dgraphlabs
@tigergraphdb
@pgroth
@jonpither
@clojurenorth
@newsycombinator
@kirkdborne
@infophil

Top Mentioned in G2:
@neo4j
@silkjaer
@jimwebber
@dmzasiapacific
@casertadata
@psathishsivam
@auth0
@kojiannoura
@emileifrem

Top Mentioned in G3:
@pgroth
@ndw
@bloorresearch
@kidehen
@greglbean
@namedgraph
@stevenpemberton
@timothy___cook
@mdubinko
@google

Top Mentioned in G4:
@newsycombinator
@nasa
@skontopo
@diffbot
@dgraphlabs
@drferdowsi
@zdnet
@linked_do
@tigergraphdb
@franciscodr

Top Mentioned in G5:
@dgraphlabs
@manishrjain
@salil

Top Mentioned in G6:
@tigergraphdb
@opencorporates
@afcea
@davezamborsky
@navalinstitute
@defgovtech
@westexhibits
@truthinit
@smworldbigdata
@s_a_brooks

Top Mentioned in G7:
@ludodba
@spatialhannes
@oracleexadata
@g_ceresa
@it_oug
@oraclebigdata

Top Mentioned in G8:
@orientdb
@linkurious
@meshcentral
@dinodb
@kidehen
@coffeewithshiva
@whatisdotcom
@neo4j

Top Mentioned in G9:
@jonpither
@clojurenorth
@kidehen

Top Mentioned in G10:
@fluffymaccoy
@camsemantics
@tdatascience
@marktabnet
@stevesarsfield
@stevedischinger
@rzembo

Top Tweeters
Top Tweeters in Entire Graph:
@fantasysite
@arkangelscrap
@vrai777
@nosqldigest
@jbkavungal
@politicalhedge
@razzletazzlemag
@chidambara09
@rvp
@biconnections

Top Tweeters in G1:
@fantasysite
@vrai777
@jbkavungal
@politicalhedge
@razzletazzlemag
@rvp
@pekkapuhakka
@sharon_smith_1
@planetscape
@crweworld

Top Tweeters in G2:
@openmarketingtv
@cool_golang
@fmfrancoise
@neo4j
@jimmy_gott
@the_mainlander
@dave_jonez_02
@r0bertz
@jeremy_87110
@mesirii

Top Tweeters in G3:
@ashot_
@fukutax
@kidehen
@patrickdurusau
@danbri
@ndw
@dwg
@mrchristian99
@kerfors
@mozilla

Top Tweeters in G4:
@yamatho2
@zdnet
@drferdowsi
@beeeender
@mogulazam
@newsycombinator
@tradem
@nasa
@rickross10
@jrogue

Top Tweeters in G5:
@morioka
@grevych
@def_izit
@satojkovic
@jenniferjones
@shawn_nigel
@datao
@dinodaizovi
@goinggodotnet
@francesc

Top Tweeters in G6:
@chidambara09
@cristobalvega
@thechrischua
@tiger
@thomashilbig2
@enterprise
@navalinstitute
@bigdatanetwork
@enterprise_time
@datacentretimes

Top Tweeters in G7:
@clementd
@oraesque
@lukaseder
@johnnyq72
@martinberx
@helifromfinland
@oraclebigdata
@ludodba
@oracleexadata
@rwmarti

Top Tweeters in G8:
@nosqldigest
@ikwattro
@linkurious
@rdulcey
@orientdb
@matfur92
@whatisdotcom
@mahmoud_sehs
@coffeewithshiva
@dinodb

Top Tweeters in G9:
@otfrom
@staypufd
@yogthos
@andrewjskatz
@mathiaspicker
@markwoodhall
@devth
@arnaud_bos
@richiardiandrea
@jonpither

Top Tweeters in G10:
@drnewbold
@mloughlin
@rzembo
@ratsavage
@marktabnet
@fluffymaccoy
@haroonsarfrazj
@camsemantics
@jmcollado
@southerndsc


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