graph database, Twitter, 7/13/2021 6:19:32 PM, 258657


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graph database_2021-07-13_06-16-57.xlsx
graph database_2021-07-13_06-16-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 13, 2021
Short Description:
graph database via NodeXL https://bit.ly/3r9fnrW
@chidambara09
@tigergraphdb
@loic__lefevre
@cmvithlani
@oracledatabase
@codewithishraq
@neo4j
@pythonexpertbot
@hubprefer
@techtarget

Top hashtags:
#database
#coding
#100daysofcode
#api
#bot
#codingisfun
#codinglife

Description:
Description
The graph represents a network of 553 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, 13 July 2021 at 13:18 UTC.

The requested start date was Tuesday, 13 July 2021 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, 23-hour, 14-minute period from Tuesday, 29 June 2021 at 00:46 UTC to Tuesday, 13 July 2021 at 00:00 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 : 553
Unique Edges : 363
Edges With Duplicates : 789
Total Edges : 1152
Number of Edge Types : 5
Replies to : 36
Mentions : 218
Retweet : 316
MentionsInRetweet : 420
Tweet : 162
Self-Loops : 165
Reciprocated Vertex Pair Ratio : 0.0165745856353591
Reciprocated Edge Ratio : 0.0326086956521739
Connected Components : 141
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 179
Maximum Edges in a Connected Component : 579
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.381713
Graph Density : 0.00180831826401447
Modularity : 0.490005
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 553 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, 13 July 2021 at 13:18 UTC.

The requested start date was Tuesday, 13 July 2021 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, 23-hour, 14-minute period from Tuesday, 29 June 2021 at 00:46 UTC to Tuesday, 13 July 2021 at 00:00 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 : graph database
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:
[72] https://www.instagram.com/accounts/login/
[15] https://www.bloomberg.com/tosv2.html?vid=&uuid=38978a10-e1f3-11eb-b12e-f51860a4aaa8&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wNi9ncmFwaC1kYXRhYmFzZS1zdGFydHVwLXZlc29mdC1zZWVrcy1mdW5kcy1hdC0xLWJpbGxpb24tdmFsdWU=
[8] https://nebula-graph.io/posts/kuaishou-security-intelligence-platform-with-nebula-graph/
[7] https://news.ycombinator.com/item?id=27762109
[6] https://janusgraph.org/
[5] https://illinoisnewstoday.com/graph-database-and-relational-database-main-differences/252651/
[4] https://www.nextplatform.com/2021/01/19/third-time-is-the-charm-for-nebula-graph-database/
[4] https://nebula-graph.io/posts/nebula-graph-for-large-social-network/
[4] https://www.crowdstrike.com/blog/stopping-cloud-breaches-with-threat-graph/?utm_campaign=blog&utm_medium=soc&utm_source=twtr&utm_content=sprout
[4] https://www.bloomberg.com/news/articles/2021-07-06/graph-database-startup-vesoft-seeks-funds-at-1-billion-value

Top URLs in Tweet in G1:
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=38978a10-e1f3-11eb-b12e-f51860a4aaa8&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wNi9ncmFwaC1kYXRhYmFzZS1zdGFydHVwLXZlc29mdC1zZWVrcy1mdW5kcy1hdC0xLWJpbGxpb24tdmFsdWU=
[5] https://news.ycombinator.com/item?id=27762109
[5] https://illinoisnewstoday.com/graph-database-and-relational-database-main-differences/252651/
[4] https://www.bloomberg.com/news/articles/2021-07-06/graph-database-startup-vesoft-seeks-funds-at-1-billion-value
[4] https://janusgraph.org/
[2] https://asktom.oracle.com/pls/apex/f?p=100:551::::551:P551_CLASS_ID:8561
[2] https://www.computerweekly.com/ehandbook/Taking-stock-of-database-technologies?offer=social&utm_campaign=cw_apac&utm_content=1622586191&utm_medium=social&utm_source=twitter
[2] https://www.bloomberg.com/news/articles/2021-07-06/graph-database-startup-vesoft-seeks-funds-at-1-billion-value?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=4d517a60-e1f3-11eb-8823-5d4a5cc2317b&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wNi9ncmFwaC1kYXRhYmFzZS1zdGFydHVwLXZlc29mdC1zZWVrcy1mdW5kcy1hdC0xLWJpbGxpb24tdmFsdWU/dXRtX2NhbXBhaWduPXNvY2lhbGZsb3ctb3JnYW5pYyZ1dG1fY29udGVudD1idXNpbmVzcyZ1dG1fc291cmNlPXR3aXR0ZXImY21waWQ9c29jaWFsZmxvdy10d2l0dGVyLWJ1c2luZXNzJnV0bV9tZWRpdW09c29jaWFs
[2] https://www.reddit.com/r/Futurology/comments/oed4o4/i_am_the_senior_research_scientist_at_agi/

Top URLs in Tweet in G3:
[3] https://www.bloombergquint.com/china/graph-database-startup-vesoft-seeks-funds-at-1-billion-value?utm_source=dlvr.it&utm_medium=twitter
[3] https://searchbusinessanalytics.techtarget.com/news/252503446/TigerGraph-expands-reach-of-its-graph-database-technology?utm_campaign=sba_bizapps2&utm_content=1625237233&utm_medium=social&utm_source=twitter
[2] https://searchbusinessanalytics.techtarget.com/news/252503446/TigerGraph-expands-reach-of-its-graph-database-technology
[1] https://informationweek.com/big-data/big-data-analytics/what-cios-need-to-know-about-graph-database-technology/d/d-id/1340839?utm_content=172251174&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://info.tigergraph.com/graph-ai-world-data-science-panel?utm_campaign=2020%20Graph%2BAI%20World&utm_content=147222429&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://info.tigergraph.com/tigergraph-benchmark-report-download-0?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[1] https://info.tigergraph.com/partnergraph-publicis-sapient?utm_campaign=2021.04%20Sayari%20Labs%20Webinar&utm_content=171619657&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://venturebeat.com/2021/07/04/21-ways-medical-digital-twins-will-transform-healthcare/?utm_content=172233060&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://www.tigergraph.com/blog/what-is-a-graph-database-and-why-should-you-care/?utm_content=172568353&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://searchbusinessanalytics.techtarget.com/news/252503446/TigerGraph-expands-reach-of-its-graph-database-technology?utm_content=171758753&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786

Top URLs in Tweet in G5:
[2] https://www.oracle.com/autonomous-database/graph/get-started/?source=:so:tw:or:awr:odb:::&SC=:so:tw:or:awr:odb:::&pcode=
[2] https://www.linkedin.com/slink?code=dHvHXdQ
[1] https://dy.si/mqJqZ
[1] https://dy.si/oC8fT
[1] https://dy.si/5PXnE
[1] https://blogs.oracle.com/database/post/graph-database-use-cases-for-financial-services-companies?source=:so:tw:or:awr:odb:::&SC=:so:tw:or:awr:odb:::&pcode=
[1] https://dy.si/DZYa8
[1] https://dy.si/uoPdNd2
[1] https://dy.si/FCGdc
[1] https://dy.si/3N8y6

Top URLs in Tweet in G6:
[71] https://www.instagram.com/accounts/login/
[3] https://fuentitech.com/what-cios-need-to-know-about-graph-database-technology/24478/
[1] https://pythonawesome.com/an-object-graph-mapper-ogm-for-the-neo4j-graph-database/
[1] https://www.fnfresearch.com/graph-database-market-by-product-type-resource-description
[1] https://www.remote-developer-jobs.com/job/505282/
[1] https://neo4j.com/blog/announcing-early-access-neo4j-aura-free-tier/?ref=social-blog

Top URLs in Tweet in G7:
[3] https://neo4j.com/blog/announcing-early-access-neo4j-aura-free-tier/?ref=social-blog
[3] https://searchdatamanagement.techtarget.com/news/252502625/Neo4j-raises-325M-in-funding-to-advance-graph-database
[3] http://www.odbms.org/2021/06/on-neo4j-graph-database-qa-with-lance-walter/
[3] https://www.zdnet.com/article/the-biggest-investment-in-database-history-the-biggest-social-network-ever-and-other-graph-stories-from-neo4j/#ftag=RSSbaffb68
[1] https://medium.com/neo4j/how-do-you-know-if-a-graph-database-solves-the-problem-a7da10393f5
[1] https://graphstuff.fm/episodes/will-it-graph-identifying-a-good-fit-for-graph-databases
[1] https://graphaware.com/neo4j,hume/2021/03/29/neo4j-change-data-capture-hume-cdc?utm_content=172167608&utm_medium=social&utm_source=twitter&hss_channel=tw-1381891062
[1] https://www.graphable.ai/blog/what-is-a-graph-database/
[1] https://www.forbes.com/sites/petercohan/2021/07/03/18-year-old-database-startup-raises-325m-to-challenge-oracle/?sh=17bacd323a21
[1] https://www.forbes.com/sites/petercohan/2021/07/03/18-year-old-database-startup-raises-325m-to-challenge-oracle/

Top URLs in Tweet in G8:
[8] https://nebula-graph.io/posts/kuaishou-security-intelligence-platform-with-nebula-graph/
[7] https://www.bloomberg.com/tosv2.html?vid=&uuid=38978a10-e1f3-11eb-b12e-f51860a4aaa8&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wNi9ncmFwaC1kYXRhYmFzZS1zdGFydHVwLXZlc29mdC1zZWVrcy1mdW5kcy1hdC0xLWJpbGxpb24tdmFsdWU=
[4] https://nebula-graph.io/posts/nebula-graph-for-large-social-network/
[4] https://www.nextplatform.com/2021/01/19/third-time-is-the-charm-for-nebula-graph-database/
[2] https://neo4j.com/blog/other-graph-database-technologies/?ref=social-camp
[2] https://nebula-graph.com.cn/nuc2021/
[2] https://discuss.nebula-graph.io/t/benchmarking-the-mainstream-open-source-distributed-graph-databases-at-meituan-nebula-graph-vs-dgraph-vs-hugegraph/715
[2] https://www.analyticsinsight.net/use-of-graph-analytics-for-big-data-is-on-the-rise/
[1] https://nebula-graph.io/posts/why-migrate-janusgraph-nebula-graph/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DeQQ4r2PK-kM%26t%3D16s&q=EgS4SO-bGISltocGIhBzeVZojeL0U0KczHHplzP3MgFy

Top URLs in Tweet in G9:
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=4d517a60-e1f3-11eb-8823-5d4a5cc2317b&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wNi9ncmFwaC1kYXRhYmFzZS1zdGFydHVwLXZlc29mdC1zZWVrcy1mdW5kcy1hdC0xLWJpbGxpb24tdmFsdWU/dXRtX2NhbXBhaWduPXNvY2lhbGZsb3ctb3JnYW5pYyZ1dG1fY29udGVudD1idXNpbmVzcyZ1dG1fc291cmNlPXR3aXR0ZXImY21waWQ9c29jaWFsZmxvdy10d2l0dGVyLWJ1c2luZXNzJnV0bV9tZWRpdW09c29jaWFs

Top URLs in Tweet in G10:
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=38978a10-e1f3-11eb-b12e-f51860a4aaa8&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wNi9ncmFwaC1kYXRhYmFzZS1zdGFydHVwLXZlc29mdC1zZWVrcy1mdW5kcy1hdC0xLWJpbGxpb24tdmFsdWU=
[1] https://www.bloomberg.com/news/articles/2021-07-06/graph-database-startup-vesoft-seeks-funds-at-1-billion-value?utm_medium=social&cmpid%3D=socialflow-twitter-tech&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=tech

Top Domains
Top Domains in Tweet in Entire Graph:
[79] dy.si
[72] instagram.com
[27] bloomberg.com
[16] nebula-graph.io
[14] techtarget.com
[12] oracle.com
[8] neo4j.com
[8] linkedin.com
[8] crowdstrike.com
[7] medium.com

Top Domains in Tweet in G1:
[15] bloomberg.com
[6] illinoisnewstoday.com
[5] ycombinator.com
[5] janusgraph.org
[3] medium.com
[3] oracle.com
[3] techtarget.com
[2] twitter.com
[2] computerweekly.com
[2] reddit.com

Top Domains in Tweet in G3:
[6] techtarget.com
[5] tigergraph.com
[3] bloombergquint.com
[1] informationweek.com
[1] venturebeat.com
[1] theregister.com
[1] nlpsummit.org

Top Domains in Tweet in G5:
[78] dy.si
[5] oracle.com
[4] linkedin.com

Top Domains in Tweet in G6:
[71] instagram.com
[3] fuentitech.com
[1] pythonawesome.com
[1] fnfresearch.com
[1] remote-developer-jobs.com
[1] neo4j.com

Top Domains in Tweet in G7:
[3] neo4j.com
[3] techtarget.com
[3] odbms.org
[3] zdnet.com
[2] forbes.com
[1] medium.com
[1] graphstuff.fm
[1] graphaware.com
[1] graphable.ai
[1] linkedin.com

Top Domains in Tweet in G8:
[16] nebula-graph.io
[7] bloomberg.com
[4] nextplatform.com
[2] neo4j.com
[2] com.cn
[2] analyticsinsight.net
[1] google.com
[1] dzone.com
[1] linkedin.com
[1] instagram.com

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

Top Domains in Tweet in G10:
[3] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[80] database
[80] coding
[74] 100daysofcode
[72] api
[72] bot
[72] codingisfun
[72] codinglife
[39] databases
[26] neo4j
[22] graphdatabase



Top Hashtags in Tweet in G1:
[12] database
[5] graph
[3] nosql
[3] oracle
[2] asktomofficehours
[2] neo4j
[2] relational
[2] futurology
[2] entrepreneur
[2] python

Top Hashtags in Tweet in G3:
[7] graphdb
[7] graphdatabase
[6] ai
[6] bigdata
[5] graphanalytics
[4] ml
[3] analytics
[3] supplychain
[3] innovation
[3] bi

Top Hashtags in Tweet in G5:
[37] databases
[36] database
[20] autonomous
[3] autonomousdatabase
[3] graph
[3] oracle
[3] programming
[3] technology
[3] innovation
[3] cloudcomputing

Top Hashtags in Tweet in G6:
[78] coding
[71] 100daysofcode
[71] api
[71] bot
[71] codingisfun
[71] codinglife
[10] database
[8] programmer
[7] dev
[7] developer

Top Hashtags in Tweet in G7:
[10] neo4j
[10] graphdatabases
[9] seriesf
[5] database
[3] funding
[3] technews
[2] neo4jaura
[2] aurafree
[2] cloud
[2] siliconvalley

Top Hashtags in Tweet in G8:
[14] nebulagraph
[10] opensource
[9] database
[9] graphdatabase
[6] community
[6] bigdata
[5] graphanalytics
[5] algorithms
[4] scalability
[4] usecase

Top Words
Top Words in Tweet in Entire Graph:
[693] graph
[453] database
[120] neo4j
[115] learn
[89] data
[80] #database
[80] #coding
[74] #100daysofcode
[72] learning
[72] #api

Top Words in Tweet in G1:
[85] graph
[79] database
[16] startup
[16] vesoft
[15] value
[15] data
[15] billion
[14] seeks
[14] funds
[12] #database

Top Words in Tweet in G2:
[58] origin_trail
[52] graph
[52] database
[51] interviewed
[51] watch
[51] developers
[51] top
[51] ethereum
[51] fascinating
[51] stuff

Top Words in Tweet in G3:
[59] graph
[53] database
[49] tigergraphdb
[43] learn
[42] tigergraph
[35] jaguar
[35] land
[35] rover's
[35] trials
[35] tribulations

Top Words in Tweet in G4:
[2] make

Top Words in Tweet in G5:
[175] graph
[69] oracledatabase
[56] learn
[48] details
[37] #databases
[36] studio
[36] #database
[36] powerful
[36] flexible
[36] tool

Top Words in Tweet in G6:
[92] graph
[83] database
[80] neo4j
[78] #coding
[71] learning
[71] #100daysofcode
[71] #api
[71] #bot
[71] #codingisfun
[71] #codinglife

Top Words in Tweet in G7:
[33] neo4j
[30] graph
[19] database
[14] biggest
[13] sean
[13] neo4j's
[11] emileifrem
[10] #neo4j
[10] #graphdatabases
[9] #seriesf

Top Words in Tweet in G8:
[49] graph
[25] database
[24] nebula
[23] nebulagraph
[14] data
[14] #nebulagraph
[10] tens
[10] billions
[10] threat
[10] intelligence

Top Words in Tweet in G9:
[13] vesoft
[13] planning
[13] funding
[13] round
[13] bolster
[13] chinese
[13] graph
[13] database
[13] technology
[13] valuation

Top Words in Tweet in G10:
[13] technology
[9] graph
[9] database
[8] vesoft
[8] planning
[8] funding
[8] round
[8] bolster
[7] chinese
[7] valuation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[370] graph,database
[82] neo4j,graph
[72] learning,neo4j
[72] database,#100daysofcode
[72] #100daysofcode,#api
[72] #api,#bot
[72] #bot,#coding
[72] #coding,#codingisfun
[72] #codingisfun,#codinglife
[71] codewithishraq,learning

Top Word Pairs in Tweet in G1:
[64] graph,database
[15] startup,vesoft
[14] database,startup
[14] vesoft,seeks
[14] seeks,funds
[13] funds,billion
[13] billion,value
[9] open,source
[8] janusgraph,distributed
[8] distributed,open

Top Word Pairs in Tweet in G2:
[52] graph,database
[51] interviewed,origin_trail
[51] origin_trail,watch
[51] watch,developers
[51] developers,graph
[51] database,top
[51] top,ethereum
[51] ethereum,fascinating
[51] fascinating,stuff
[50] ivanontech,interviewed

Top Word Pairs in Tweet in G3:
[53] graph,database
[39] tigergraph,graph
[35] learn,jaguar
[35] jaguar,land
[35] land,rover's
[35] rover's,trials
[35] trials,tribulations
[35] tribulations,path
[35] path,tigergraph
[35] database,scale

Top Word Pairs in Tweet in G5:
[46] details,oracledatabase
[37] graph,#databases
[36] #databases,powerful
[36] powerful,flexible
[36] flexible,tool
[36] tool,learn
[36] learn,work
[36] work,company
[36] company,benefit
[36] benefit,details

Top Word Pairs in Tweet in G6:
[82] graph,database
[78] neo4j,graph
[71] learning,neo4j
[71] database,#100daysofcode
[71] #100daysofcode,#api
[71] #api,#bot
[71] #bot,#coding
[71] #coding,#codingisfun
[71] #codingisfun,#codinglife
[70] codewithishraq,learning

Top Word Pairs in Tweet in G7:
[15] graph,database
[9] #neo4j,#graphdatabases
[9] #graphdatabases,#seriesf
[8] techtarget's,sean
[8] sean,michael
[8] michael,kerner
[8] kerner,techjournalist
[8] techjournalist,emil
[8] emil,eifrem
[8] eifrem,emileifrem

Top Word Pairs in Tweet in G8:
[24] graph,database
[22] nebula,graph
[10] tens,billions
[10] billions,threat
[10] threat,intelligence
[10] intelligence,data
[10] data,graph
[8] database,kuaishou
[7] handling,tens
[7] kuaishou,#

Top Word Pairs in Tweet in G9:
[13] vesoft,planning
[13] planning,funding
[13] funding,round
[13] round,bolster
[13] bolster,chinese
[13] chinese,graph
[13] graph,database
[13] database,technology
[12] business,vesoft
[12] technology,startupâ

Top Word Pairs in Tweet in G10:
[8] vesoft,planning
[8] planning,funding
[8] funding,round
[8] round,bolster
[7] bolster,chinese
[7] chinese,graph
[7] graph,database
[7] database,technology
[6] technology,startupâ
[6] startupâ,valuation

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@codewithishraq
@oracledatabase
@origin_trail
@tigergraphdb
@ivanontech
@neo4j
@oracle
@nebulagraph
@techtarget
@business

Top Mentioned in G1:
@oracleasktom

Top Mentioned in G2:
@origin_trail
@ivanontech
@mcuban
@guschiggins_01
@elonmusk

Top Mentioned in G3:
@tigergraphdb
@ttbusinesstech
@donaldtreehive
@theregister
@_timos_
@techtargetnews
@informationweek
@techtarget
@beckykquinlan

Top Mentioned in G4:
@wilescape
@mikedel21893959
@roypentland
@keillerdon
@bill_in_dc
@ianbrow97534170
@markp1950
@mikeslastword
@friendsoscience
@barrtecforever

Top Mentioned in G5:
@oracledatabase
@oracle
@bec_wagner
@oracledevs
@cmvithlani
@loic__lefevre

Top Mentioned in G6:
@codewithishraq
@python_news
@sparsitytech
@remote_dev_jobs
@neo4j
@hubprefer

Top Mentioned in G7:
@neo4j
@emileifrem
@techtarget
@techjournalist
@zdnet
@lancewalter
@graphable1
@tigergraphdb
@linked_do
@forbes

Top Mentioned in G8:
@nebulagraph
@tigergraphdb
@bwmerkl
@wey_gu
@hubprefer
@analyticsinme
@graphdatabases
@loic__lefevre
@sciphicstech
@techtarget

Top Mentioned in G9:
@business

Top Mentioned in G10:
@technology
@ead
@tnatw

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@5fec93919a544d3
@codedailybot
@collegemenfess
@bexxmodd
@rosenchild
@thedeveloperbot
@newsfilterio
@jhamby

Top Tweeters in G1:
@collegemenfess
@newsfilterio
@strawberryng
@kervcristo
@hntweets
@shehzadyounis
@gregorydevans
@winsontang
@einpresswirepr
@eagerbeavertech

Top Tweeters in G2:
@lightningmlm
@cryptoboymoon
@criptoairdrop9
@syafwan29
@rajkumarbas11
@animmunologist
@elonmusk
@ivanontech
@_amitm
@woisau1

Top Tweeters in G3:
@5fec93919a544d3
@rosenchild
@ricardo_ik_ahau
@hubbucket
@education_24x7
@jhajiten
@_timos_
@breakitdown95
@theregister
@nandkishorraga

Top Tweeters in G4:
@tea4gunssc
@ronnieressler
@friendsoscience
@ecowarriorss
@jaggermickoz
@jedward02
@ozhomeschool
@roypentland
@barbarajdurkin
@cris_paunescu

Top Tweeters in G5:
@bexxmodd
@pitrko
@kurtpimentel
@olivierfroggy
@helifromfinland
@oracle
@sunny_esquire
@gtrauvit
@bwmujer
@oracledevs

Top Tweeters in G6:
@xaelbot
@codedailybot
@thedeveloperbot
@friday_js_bot
@morolswediu
@ipythonistabot
@devvibesbot
@djangobot_
@coderretweet
@100daysof2020

Top Tweeters in G7:
@hubofml
@zdnet
@forbes
@nopiedra
@techietalkiez
@siliconvikings
@neo4j
@suhnyllakler
@techjournalist
@carlaschroder

Top Tweeters in G8:
@chidambara09
@discovertech3
@opensource_orgs
@scibot6
@analyticsinme
@bwmerkl
@wey_gu
@nebulagraph
@evanyoung1996
@sciphicstech

Top Tweeters in G9:
@jhamby
@business
@mpendaraha18
@gonzalobarria
@dokscho
@souzaeluam
@cjdjam
@tuyullaseryaho3
@bevmossevelde
@rjgms

Top Tweeters in G10:
@hdpr2016
@njmike731
@techaggreg
@poppymasselos
@technology
@jadp
@tnatw
@14ajeccmjojjtn4
@ead


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