neo4j, Twitter, 4/7/2020 8:03:04 AM, 224544


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neo4j_2020-04-06_22-12-30.xlsx
neo4j_2020-04-06_22-12-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2020
Short Description:
neo4j via NodeXL https://bit.ly/39K777v
@neo4j
@kirkdborne
@cry__pto
@jayeshmthakur
@taso_x
@martinpreusse
@rotnroll666
@chidambara09
@tdatascience
@idrismunir

Top hashtags:
#neo4j
#datascience
#bigdata
#ai
#graphdatabase
#covidgraph
#algorithms
#linkeddata

Description:
Description
The graph represents a network of 1,080 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 Tuesday, 07 April 2020 at 05:12 UTC.

The requested start date was Tuesday, 07 April 2020 at 00:01 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, 2-hour, 29-minute period from Tuesday, 24 March 2020 at 01:33 UTC to Monday, 06 April 2020 at 04:02 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 : 1080
Unique Edges : 1810
Edges With Duplicates : 1670
Total Edges : 3480
Number of Edge Types : 4
MentionsInRetweet : 1539
Tweet : 348
Mentions : 1272
Replies to : 321
Self-Loops : 348
Reciprocated Vertex Pair Ratio : 0.0783101494075219
Reciprocated Edge Ratio : 0.145246058289537
Connected Components : 170
Single-Vertex Connected Components : 127
Maximum Vertices in a Connected Component : 823
Maximum Edges in a Connected Component : 3179
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.30179
Graph Density : 0.00179607318161535
Modularity : 0.421977
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,080 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 Tuesday, 07 April 2020 at 05:12 UTC.

The requested start date was Tuesday, 07 April 2020 at 00:01 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, 2-hour, 29-minute period from Tuesday, 24 March 2020 at 01:33 UTC to Monday, 06 April 2020 at 04:02 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:
[64] http://rocketdatascience.org/?p=1439
[33] https://www.zdnet.com/article/business-intelligence-meet-graph-neo4j-introduces-bi-connector-for-data-discovery-tools/
[30] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[30] https://neo4j.com/blog/machine-learning-algorithms/?ref=social-blog
[26] https://covidgraph.github.io/
[24] https://covidgraph.org/
[22] https://towardsdatascience.com/analyzing-multigraphs-in-neo4j-graph-data-science-library-35c9b6d20099
[15] https://neo4j.com/graph-algorithms-book/
[14] https://covidgraph.org
[14] https://neo4j.com/blog/announcing-graphs4good-graphhack/?ref=social-blog

Top URLs in Tweet in G1:
[24] https://neo4j.com/blog/machine-learning-algorithms/?ref=social-blog
[12] https://neo4j.com/graph-algorithms-book/
[11] https://www.zdnet.com/article/business-intelligence-meet-graph-neo4j-introduces-bi-connector-for-data-discovery-tools/
[8] https://www.twitch.tv/neo4j_
[8] https://neo4j.com/blog/announcing-graphs4good-graphhack/?ref=social-blog
[7] https://neo4j.com/blog/detecting-cryptocurrency-fraud-with-neo4j/?ref=social-blog
[5] https://www.bigmarker.com/neo4j/Digital-GraphTour-Rome
[5] https://neo4j.com/blog/the-future-of-the-intelligent-application-business-agility/?ref=social-blog
[5] https://blog.bruggen.com/2020/03/supply-chain-management-with-graphs_25.html
[5] https://neo4j.com/blog/qa-with-keith-hare/?ref=social-blog

Top URLs in Tweet in G2:
[20] https://covidgraph.github.io/
[14] https://covidgraph.org/
[12] https://www.zdnet.com/article/business-intelligence-meet-graph-neo4j-introduces-bi-connector-for-data-discovery-tools/
[10] https://covidgraph.org
[9] https://neo4j.com/docs/cypher-manual/current/syntax/patterns/#cypher-pattern-relationship
[7] https://github.com/michael-simons/neo4j-examples-record-movies
[6] https://about.riot.im
[5] https://about.lens.org/covid-19/
[5] https://neo4j.com/blog/getting-started-with-the-neo4j-bi-connector/
[5] https://neo4j.com/blog/detecting-cryptocurrency-fraud-with-neo4j/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=detecting-cryptocurrency-fraud-with-neo4j-httpgagglehbgbi-2438061

Top URLs in Tweet in G3:
[6] https://www.enterprisetimes.co.uk/2044/02/14/the-worlds-airlines-rely-on-graphs-to-offer-travel-options-for-customers/
[4] https://www.zdnet.com/article/business-intelligence-meet-graph-neo4j-introduces-bi-connector-for-data-discovery-tools/
[4] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[3] https://www.zdnet.com/article/business-intelligence-meet-graph-neo4j-introduces-bi-connector-for-data-discovery-tools/#ftag=RSSbaffb68
[3] https://sdtimes.com/softwaredev/sd-times-news-digest-neo4j-bi-connector-new-android-tools-for-game-development-and-pluralsight-flow/
[3] https://www.theregister.co.uk/2020/03/26/neo4j_bi_connector/
[3] https://go.neo4j.com/WBR-200330-Neo4j-4-0-Unparalleled-Scalability.html
[2] https://www.zdnet.com/article/business-intelligence-meet-graph-neo4j-introduces-bi-connector-for-data-discovery-tools/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.zdnet.com/article/business-intelligence-meet-graph-neo4j-introduces-bi-connector-for-data-discovery-tools/?utm_source=dlvr.it&utm_medium=twitter#ftag=RSSbaffb68
[2] https://www.publickey1.jp/blog/20/neo4j_40.html

Top URLs in Tweet in G4:
[55] http://rocketdatascience.org/?p=1439
[23] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[2] https://engage.bah.com/Article/Redirect/f5f9ad3c-6a28-46fb-9193-7ee9542126ce?uc=30185&g=2e12a1e1-54f2-4cf3-a1d1-2b038d7de571&f=133310
[1] https://neo4j.com/blog/machine-learning-algorithms/?ref=social-blog

Top URLs in Tweet in G5:
[3] https://faboo.org/2020/03/kafka-sync-neo4j/
[1] https://covidgraph.github.io/
[1] https://towardsdatascience.com/analyzing-multigraphs-in-neo4j-graph-data-science-library-35c9b6d20099
[1] https://link.medium.com/1HFl0jIej5
[1] https://github.com/lyft/cartography
[1] https://blog.xpnsec.com/analysing-rpc-with-ghidra-neo4j/
[1] https://www.rpcview.org/index.html
[1] https://googleprojectzero.blogspot.com/2019/12/calling-local-windows-rpc-servers-from.html
[1] https://github.com/tasox/Epimitheus
[1] https://medium.com/@pentesttas/windows-events-sysmon-visualization-using-neo4j-part-1-529ca5ab4593

Top URLs in Tweet in G6:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224074
[4] https://www.theregister.co.uk/2020/03/26/neo4j_bi_connector/
[3] https://cousesites.blogspot.com/2020/03/getting-started-with-neo4j.html
[3] http://rocketdatascience.org/?p=1439
[3] https://siliconangle.com/2020/03/24/neo4j-connector-integrates-graph-data-business-intelligence-tools/
[2] https://link.engage.social:443/linkz/zai584hweapjt1rwz7/t6/pMKbhz?utm_source=EngageSocial&utm_medium=Social&utm_campaign=Twitter&utm_term=255
[2] https://www.zdnet.com/article/business-intelligence-meet-graph-neo4j-introduces-bi-connector-for-data-discovery-tools/
[1] https://twitter.com/neo4j/status/988879101812465667
[1] https://neo4j.com/graphacademy/online-training/introduction-to-neo4j/
[1] https://towardsdatascience.com/analyzing-multigraphs-in-neo4j-graph-data-science-library-35c9b6d20099

Top URLs in Tweet in G7:
[3] https://www.linkedin.com/posts/gopinath-rajagopal-46a8a080_knowledgegraph-knowledgegraphs-neo4j-activity-6651848034005106688-0QQ5
[2] https://covidgraph.org/
[1] https://twitter.com/Dineshramk/status/1246100820761825280?s=19
[1] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes

Top URLs in Tweet in G8:
[17] https://towardsdatascience.com/analyzing-multigraphs-in-neo4j-graph-data-science-library-35c9b6d20099
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fanalyzing-multigraphs-in-neo4j-graph-data-science-library-35c9b6d20099%3Fsource%3Drss----7f60cf5620c9---4
[3] https://twitter.com/RichardEudes/status/1245274778069618688
[3] https://www.zdnet.com/article/business-intelligence-meet-graph-neo4j-introduces-bi-connector-for-data-discovery-tools/
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fanalyzing-multigraphs-in-neo4j-graph-data-science-library-35c9b6d20099
[2] https://towardsdatascience.com/analyzing-multigraphs-in-neo4j-graph-data-science-library-35c9b6d20099?source=rss----7f60cf5620c9---4
[1] https://solutionsreview.com/data-management/the-neo4j-bi-connector-presents-live-graph-datasets-for-analysis/
[1] https://neo4j.com/connections/graph-data-science/
[1] https://neo4j.com/blog/announcing-graphs4good-graphhack/?ref=social-blog
[1] https://neo4j.com/blog/detecting-cryptocurrency-fraud-with-neo4j/?ref=social-blog

Top URLs in Tweet in G10:
[2] https://www.linkedin.com/pulse/contact-tracing-suspected-covid-19-neo4j-idris-muniru
[1] https://covidgraph.org
[1] https://twitter.com/idrismunir/status/1243048093324640256
[1] https://twitter.com/idrismunir/status/1243048091353260032

Top Domains
Top Domains in Tweet in Entire Graph:
[265] neo4j.com
[64] rocketdatascience.org
[42] zdnet.com
[39] covidgraph.org
[39] github.com
[36] medium.com
[31] twitter.com
[30] datasciencecentral.com
[30] co.uk
[27] github.io

Top Domains in Tweet in G1:
[147] neo4j.com
[14] medium.com
[12] twitter.com
[12] zdnet.com
[9] twitch.tv
[8] bigmarker.com
[8] bruggen.com
[7] github.com
[6] diginomica.com
[5] covidgraph.org

Top Domains in Tweet in G2:
[63] neo4j.com
[25] covidgraph.org
[21] github.io
[19] github.com
[12] zdnet.com
[6] riot.im
[5] lens.org
[5] twitter.com
[5] graphaware.com
[4] co.uk

Top Domains in Tweet in G3:
[26] neo4j.com
[14] co.uk
[12] zdnet.com
[4] dlvr.it
[4] devhack.co
[3] linkedin.com
[3] sdtimes.com
[3] github.com
[3] engage.social
[3] twitter.com

Top Domains in Tweet in G4:
[55] rocketdatascience.org
[23] datasciencecentral.com
[2] bah.com
[1] neo4j.com

Top Domains in Tweet in G5:
[3] faboo.org
[3] medium.com
[3] github.com
[1] github.io
[1] towardsdatascience.com
[1] xpnsec.com
[1] rpcview.org
[1] blogspot.com

Top Domains in Tweet in G6:
[6] nodexlgraphgallery.org
[4] co.uk
[3] blogspot.com
[3] rocketdatascience.org
[3] siliconangle.com
[2] neo4j.com
[2] engage.social
[2] zdnet.com
[1] twitter.com
[1] towardsdatascience.com

Top Domains in Tweet in G7:
[3] linkedin.com
[2] covidgraph.org
[1] twitter.com
[1] datasciencecentral.com

Top Domains in Tweet in G8:
[19] towardsdatascience.com
[8] medium.com
[5] neo4j.com
[3] twitter.com
[3] zdnet.com
[1] solutionsreview.com
[1] rocketdatascience.org

Top Domains in Tweet in G10:
[2] linkedin.com
[2] twitter.com
[1] covidgraph.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[319] neo4j
[137] datascience
[129] bigdata
[106] ai
[94] graphdatabase
[81] covidgraph
[74] algorithms
[64] linkeddata
[57] graphs4good
[50] covid19



Top Hashtags in Tweet in G1:
[161] neo4j
[67] graphdatabase
[32] connecteddata
[24] machinelearning
[22] twin4j
[21] datascience
[18] graphdatabases
[16] graph
[16] graphs4good
[15] developer

Top Hashtags in Tweet in G2:
[76] neo4j
[62] covidgraph
[33] graphs4good
[32] covid19
[13] cypher
[12] gql
[11] graphdatabase
[10] connecteddata
[10] coronavirus
[10] contacttracing

Top Hashtags in Tweet in G3:
[32] neo4j
[5] bigdata
[5] datascience
[5] atpconews
[4] graphdatabases
[3] machinelearning
[3] databases
[3] graphanalytics
[3] softwaredevelopment
[3] coding

Top Hashtags in Tweet in G4:
[78] bigdata
[78] datascience
[78] ai
[55] linkeddata
[54] algorithms
[25] apachespark
[23] abdsc
[6] machinelearning
[6] neo4j
[3] semantic

Top Hashtags in Tweet in G5:
[10] windowsevents
[6] neo4j
[3] kafka
[2] sysmon
[1] covidgraph
[1] bloom
[1] cypher
[1] redteam
[1] frida
[1] python3

Top Hashtags in Tweet in G6:
[33] 100daysofcode
[13] bigdata
[9] neo4j
[8] ai
[8] datascience
[5] graphdatabase
[4] machinelearning
[3] databases
[3] udemy
[3] sql

Top Hashtags in Tweet in G7:
[5] knowledgegraph
[1] covidgraph
[1] coronavirus
[1] opendata
[1] neo4j
[1] apachespark
[1] abdsc
[1] bigdata
[1] datascience
[1] ai

Top Hashtags in Tweet in G8:
[16] datascience
[9] bigdata
[6] ds
[3] bi
[2] connections
[2] businessanalytics
[2] ba
[1] businessintelligence
[1] compliance
[1] dataanalytics

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

Top Hashtags in Tweet in G10:
[3] letsfightcovid19
[3] covid19nigeria
[3] covidー19
[3] neo4j
[1] covid19
[1] covid
[1] who

Top Words
Top Words in Tweet in Entire Graph:
[1029] Words in Sentiment List#1: Positive
[278] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[35832] Non-categorized Words
[37139] Total Words
[1260] neo4j
[559] graph
[318] #neo4j
[280] data
[140] connector

Top Words in Tweet in G1:
[447] neo4j
[172] graph
[161] #neo4j
[98] data
[67] #graphdatabase
[49] connector
[48] bi
[44] use
[39] business
[36] free

Top Words in Tweet in G2:
[379] neo4j
[107] opencypher
[82] thobe
[75] #neo4j
[70] martinpreusse
[62] #covidgraph
[62] graph
[50] help
[50] team
[37] graph_aware

Top Words in Tweet in G3:
[99] neo4j
[74] graph
[49] data
[39] bi
[37] connector
[35] tools
[32] #neo4j
[25] business
[25] discovery
[22] intelligence

Top Words in Tweet in G4:
[112] graph
[78] #bigdata
[78] #datascience
[74] kirkdborne
[69] #ai
[55] #linkeddata
[54] power
[54] databases
[54] #algorithms
[25] #apachespark

Top Words in Tweet in G5:
[37] tool
[31] posted
[29] taso_x
[23] answer
[22] first
[22] part
[22] hope
[22] questions
[22] glad
[12] neo4j

Top Words in Tweet in G6:
[67] neo4j
[42] gregfullard
[33] #100daysofcode
[28] skills
[28] ontology
[23] day
[20] cypher
[19] graph
[16] finished
[16] queries

Top Words in Tweet in G7:
[15] graph
[11] gpirrotta
[10] neo4j
[8] dineshramk
[8] team
[8] covid
[7] eng
[7] project
[7] voluntary
[7] initiative

Top Words in Tweet in G8:
[41] graph
[39] neo4j
[36] data
[30] science
[27] analyzing
[27] multigraphs
[27] library
[16] #datascience
[11] tdatascience
[9] richardeudes

Top Words in Tweet in G9:
[3] redislabs
[3] neo4j
[2] #ff
[2] #database
[2] oracledatabase
[2] sqlserver
[2] db2zlabnews
[2] mysql
[2] postgresql
[2] mongodb

Top Words in Tweet in G10:
[11] neo4j
[8] bosuntijani
[8] naijaflyingdr
[8] ncdcgov
[8] ngcomcommission
[8] drjoeabah
[8] yinkanubi
[8] mr_jagss
[8] fmohnigeria
[8] gidi_traffic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[117] graph,databases
[116] bi,connector
[110] opencypher,neo4j
[107] #bigdata,#datascience
[86] #datascience,#ai
[84] neo4j,graph
[73] graph,data
[72] power,graph
[69] business,intelligence
[65] data,science

Top Word Pairs in Tweet in G1:
[37] bi,connector
[34] #neo4j,#graphdatabase
[28] neo4j,graph
[28] business,intelligence
[24] #machinelearning,algorithms
[24] algorithms,lauren
[24] lauren,shin
[24] shin,#neo4j
[24] graph,databases
[18] data,science

Top Word Pairs in Tweet in G2:
[106] opencypher,neo4j
[61] thobe,opencypher
[24] martinpreusse,team
[23] bi,connector
[18] team,around
[18] around,#covidgraph
[18] #covidgraph,growing
[18] growing,moved
[18] moved,working
[18] working,integration

Top Word Pairs in Tweet in G3:
[35] bi,connector
[25] data,discovery
[24] discovery,tools
[21] business,intelligence
[18] neo4j,bi
[17] intelligence,meet
[17] meet,graph
[17] graph,neo4j
[17] neo4j,introduces
[17] introduces,bi

Top Word Pairs in Tweet in G4:
[78] #bigdata,#datascience
[68] #datascience,#ai
[54] power,graph
[54] graph,databases
[54] databases,#linkeddata
[54] #linkeddata,graph
[54] graph,#algorithms
[54] #algorithms,#bigdata
[52] kirkdborne,power
[23] learn,#apachespark

Top Word Pairs in Tweet in G5:
[22] first,part
[22] part,tool
[22] tool,posted
[22] posted,hope
[22] hope,questions
[22] questions,glad
[22] glad,answer
[21] taso_x,first
[9] windows,events
[9] events,visualization

Top Word Pairs in Tweet in G6:
[28] skills,ontology
[16] cypher,queries
[16] day,19
[16] 19,#100daysofcode
[16] #100daysofcode,much
[16] much,deliberation
[16] deliberation,decided
[16] decided,select
[16] select,neo4j
[16] neo4j,database

Top Word Pairs in Tweet in G7:
[7] eng,covid
[7] covid,graph
[7] graph,project
[7] project,voluntary
[7] voluntary,initiative
[7] initiative,graph
[7] graph,enthusiasts
[7] enthusiasts,companies
[7] companies,goal
[7] goal,build

Top Word Pairs in Tweet in G8:
[30] graph,data
[30] data,science
[29] neo4j,graph
[27] analyzing,multigraphs
[27] multigraphs,neo4j
[27] science,library
[8] library,#bigdata
[7] richardeudes,analyzing
[7] #bigdata,#datascience
[6] #datascience,#datascience

Top Word Pairs in Tweet in G9:
[2] #ff,#database
[2] #database,oracledatabase
[2] oracledatabase,sqlserver
[2] sqlserver,db2zlabnews
[2] db2zlabnews,mysql
[2] mysql,postgresql
[2] postgresql,mongodb
[2] mongodb,teradata
[2] teradata,filemakertoday
[2] filemakertoday,redislabs

Top Word Pairs in Tweet in G10:
[8] bosuntijani,naijaflyingdr
[8] naijaflyingdr,ncdcgov
[8] ncdcgov,ngcomcommission
[8] ngcomcommission,drjoeabah
[8] drjoeabah,yinkanubi
[8] yinkanubi,mr_jagss
[8] mr_jagss,fmohnigeria
[8] fmohnigeria,gidi_traffic
[8] gidi_traffic,aniediudo
[5] idrismunir,bosuntijani

Top Replied-To
Top Replied-To in Entire Graph:
@thobe
@mdavidallen
@crtr0
@neo4j
@lyonwj
@mesirii
@maxdemarzi
@technige
@jimwebber
@martinpreusse

Top Replied-To in G1:
@crtr0
@lyonwj
@mdavidallen
@neo4j
@underwaterryan
@facebook
@jimcalliu
@mesirii
@thobe
@mayacelium

Top Replied-To in G2:
@thobe
@maxdemarzi
@technige
@mdavidallen
@mesirii
@jimwebber
@martinpreusse
@scoffpig
@deobald
@sheltiejim

Top Replied-To in G6:
@neo4j
@coronavirusfm
@iamdevloper

Top Replied-To in G7:
@dineshramk
@gpirrotta

Top Replied-To in G9:
@tgrall

Top Replied-To in G10:
@bosuntijani
@ysebp
@saurabhgawande

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@opencypher
@kirkdborne
@martinpreusse
@graph_aware
@gregfullard
@springboot
@rotnroll666
@lyonwj
@thobe

Top Mentioned in G1:
@neo4j
@lyonwj
@aliciaframe1
@macybayern
@amyhodler
@martinpreusse
@rvanbruggen
@redwoodjs
@tableau
@linked_do

Top Mentioned in G2:
@neo4j
@opencypher
@martinpreusse
@graph_aware
@thobe
@structr
@tryhume
@springboot
@yworks
@amorgner

Top Mentioned in G3:
@experfy

Top Mentioned in G4:
@kirkdborne
@meheller
@neo4j

Top Mentioned in G5:
@taso_x
@_xpn_
@rpcview
@tiraniddo
@foolsofsecur1ty
@cry__pto
@taseroth
@neo4j
@xenoscr
@martinpreusse

Top Mentioned in G6:
@gregfullard
@neo4j
@devskilldojo
@kirkdborne
@freecodecamp
@silkjaer
@rotnroll666
@iamdevloper
@martinpreusse
@mesirii

Top Mentioned in G7:
@gpirrotta
@neo4j
@prgopinath100
@dineshramk
@giorgialodi
@pvsmanian1
@linkedin
@jeremyphoward
@stanfordnlp
@ai2_allennlp

Top Mentioned in G8:
@tdatascience
@richardeudes
@gkarapalidis
@enzozaw
@anitara75390469
@denebsylk
@datafitter
@annebonnerdata
@analyticsfrance
@kirkdborne

Top Mentioned in G9:
@redislabs
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@postgresql
@mongodb
@teradata
@filemakertoday
@neo4j

Top Mentioned in G10:
@neo4j
@naijaflyingdr
@ncdcgov
@ngcomcommission
@drjoeabah
@yinkanubi
@mr_jagss
@fmohnigeria
@gidi_traffic
@aniediudo

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@gidi_traffic
@ericdemarylebon
@aaroncuddeback
@rosenchild
@itknowingness
@billnigh
@primal_digest
@evanderburg
@calcaware

Top Tweeters in G1:
@femtech_
@andrewmorrisuk
@trippbraden
@zdnet
@osuissa
@techrepublic
@hubofml
@pythonista11
@asknbid
@sdtimes

Top Tweeters in G2:
@tiagoooliveira
@nopiedra
@computerworld
@rotnroll666
@jadp
@km_delivery
@technige
@miguelsauza
@alexwlchan
@geekulcha

Top Tweeters in G3:
@evanderburg
@datachick
@presseticker
@saeedbaygi
@worlwindwriting
@suriyasubraman
@breakingnewshe1
@presse_mobi
@digitalnews__
@geophf

Top Tweeters in G4:
@itknowingness
@calcaware
@gonzalobarria
@mariuskarma
@thecuriousluke
@newsneus
@analyticbridge
@meladalklimat
@kirkdborne
@sxh_math

Top Tweeters in G5:
@securityblog
@jayeshmthakur
@offethhacker
@truneski
@evandrix
@_xpn_
@c0d3xpl0it
@packetengineer
@gazambelli
@securebot1000

Top Tweeters in G6:
@chidambara09
@ericdemarylebon
@taieb_bot
@xaelbot
@100xcode
@codedailybot
@mayur_shingote
@fmfrancoise
@theregister
@learn__together

Top Tweeters in G7:
@quicktake
@who
@realpython
@jeremyphoward
@linkedin
@soci
@dagoneye
@giorgialodi
@balajis
@jsalvachua

Top Tweeters in G8:
@rosenchild
@billnigh
@justbementalist
@akdm_bot
@lajusticierra
@greentechdon
@jameschurchman
@danielscarvalho
@ancarrillo964
@bigdata_fr

Top Tweeters in G9:
@craigmullins
@filemakertoday
@teradata
@couchbase
@mongodb
@sqlserver
@sapinmemory
@marklogic
@oracledatabase
@tgrall

Top Tweeters in G10:
@gidi_traffic
@yinkanubi
@nigeriainfofm
@asemota
@drjoeabah
@naijaflyingdr
@airtelnigeria
@bosuntijani
@cc_hub
@amunikoro2012