neo4j, Twitter, 2/23/2021 9:37:58 AM, 249427


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neo4j_2021-02-22_22-16-24.xlsx
neo4j_2021-02-22_22-16-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
neo4j via NodeXL https://bit.ly/3sp08Lb
@neo4j
@danielcfng
@barrasadv
@dagh
@nancytr83158469
@ipythonistabot
@craigmullins
@pythonhub
@devrelavocados
@elonmusk

Top hashtags:
#neo4j
#bbbt
#datascience
#ai
#graph
#machinelearning
#python
#ml
#graphdatabases
#database

Description:
Description
The graph represents a network of 963 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, 23 February 2021 at 06:17 UTC.

The requested start date was Tuesday, 23 February 2021 at 01:01 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, 49-minute period from Tuesday, 09 February 2021 at 01:10 UTC to Tuesday, 23 February 2021 at 01:00 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 : 963
Unique Edges : 1146
Edges With Duplicates : 4622
Total Edges : 5768
Number of Edge Types : 5
Tweet : 310
Replies to : 240
Mentions : 1129
Retweet : 1154
MentionsInRetweet : 2935
Self-Loops : 319
Reciprocated Vertex Pair Ratio : 0.0591658583899127
Reciprocated Edge Ratio : 0.111721611721612
Connected Components : 127
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 773
Maximum Edges in a Connected Component : 5564
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.014522
Graph Density : 0.00235749768460049
Modularity : 0.268534
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 963 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, 23 February 2021 at 06:17 UTC.

The requested start date was Tuesday, 23 February 2021 at 01:01 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, 49-minute period from Tuesday, 09 February 2021 at 01:10 UTC to Tuesday, 23 February 2021 at 01:00 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 : 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:
[82] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/?ref=social-blog
[32] https://twinybots.ch/
[29] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-a-graph-database-in-neo4j-using-python-4172d40f89c4
[19] https://www.enterprisetimes.co.uk/2021/02/10/why-2021-is-graph-data-sciences-year-for-the-enterprise/
[16] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/
[16] https://neo4j.com/blog/new-supervised-machine-learning-workflows-in-neo4j/
[13] https://www.amazon.co.jp/gp/product/B01N4WL0XS/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=akitonaha-22&creative=1211&linkCode=as2&creativeASIN=B01N4WL0XS&linkId=21774574251fdc26966c1899df5b2c39
[12] https://neo4j.com/blog/new-supervised-machine-learning-workflows-in-neo4j/?ref=social-blog
[11] https://markhneedham.com/blog/2021/02/08/neo4j-gdsl-overlapping-community-detection-sllpa/
[10] https://towardsdatascience.com/create-a-graph-database-in-neo4j-using-python-4172d40f89c4?source=social.tw

Top URLs in Tweet in G1:
[8] https://nimbella.com/webinars/serverless-apis-conference
[7] https://neo4j.com/blog/discover-soul-product-neo4j-react/?ref=social-blog
[6] https://neo4j.com/blog/extensive-representation-of-contact-tracing-with-neo4j-in-the-canton-of-geneva/?ref=social-blog
[6] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/?ref=social-blog
[6] https://link.medium.com/HzkWYFsHJdb
[5] https://neo4j.com/blog/top-10-use-cases-anti-money-laundering/?ref=social-blog
[5] https://neo4j.com/blog/new-supervised-machine-learning-workflows-in-neo4j/?ref=social-blog
[5] https://neo4j.com/blog/top-10-use-cases-supply-chain-management/?ref=social-blog
[5] https://neo4j.com/blog/5-minute-interview-benjamin-squire/?ref=social-blog
[5] https://bigdatamagazine.es/como-implementar-la-tecnologia-de-grafos-para-gestionar-el-riesgo-en-el-banco-santander

Top URLs in Tweet in G2:
[35] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/?ref=social-blog
[10] https://www.amazon.co.jp/gp/product/B01N4WL0XS/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=akitonaha-22&creative=1211&linkCode=as2&creativeASIN=B01N4WL0XS&linkId=21774574251fdc26966c1899df5b2c39
[10] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249024
[6] https://neo4j.com/blog/new-supervised-machine-learning-workflows-in-neo4j/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247401
[5] https://twinybots.ch/
[5] https://www.enterprisetimes.co.uk/2021/02/10/why-2021-is-graph-data-sciences-year-for-the-enterprise/
[4] https://www.imaginea.com/building-graphql-api-with-spring-boot-neo4j-and-kong-part-1/
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-a-graph-database-in-neo4j-using-python-4172d40f89c4

Top URLs in Tweet in G3:
[36] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/?ref=social-blog
[22] https://twinybots.ch/
[14] https://www.enterprisetimes.co.uk/2021/02/10/why-2021-is-graph-data-sciences-year-for-the-enterprise/
[8] https://neo4j.com/blog/new-supervised-machine-learning-workflows-in-neo4j/
[8] https://neo4j.com/blog/new-supervised-machine-learning-workflows-in-neo4j/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=new-supervised-machine-learning-workflows-in-neo4j-httpgagg-2885520
[7] https://neo4j.com/blog/extensive-representation-of-contact-tracing-with-neo4j-in-the-canton-of-geneva/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=extensive-representation-of-contact-tracing-with-neo4j-in-the-ca-2880548
[6] https://neo4j.com/blog/graphcast-follow-the-money-fraud-networks-emil-eifrem/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=graphcast-follow-the-money-untangling-complex-fraud-networks-2879678
[6] http://neo4j.com/cloud/aura/
[5] https://twitter.com/neo4j/status/1362718157560029186
[5] https://neo4j.com/blog/top-10-use-cases-anti-money-laundering/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=top-10-use-cases-anti-money-laundering-httpgagglyh00kl-2879717

Top URLs in Tweet in G4:
[4] https://twinybots.ch/
[4] https://vskumar.blog/2018/07/15/2-graph-database-docker-how-to-install-neo4j-on-a-docker-container-for-ubuntu-18-04-vm/
[4] https://vskumar.blog/2017/12/08/how-to-install-neo4j-3-2-6-graph-database-on-ubuntu/
[2] https://markhneedham.com/blog/2021/02/08/neo4j-gdsl-overlapping-community-detection-sllpa/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-a-graph-database-in-neo4j-using-python-4172d40f89c4
[2] https://metacpan.org/release/AJNN/Neo4j-Driver-0.22
[2] https://searchdatamanagement.techtarget.com/news/252495411/Neo4j-unveils-cloud-graph-database-for-the-enterprise
[2] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/?ref=social-blog
[1] https://twitter.com/silvercorp/status/1358954526909353985
[1] https://qiita.com/curshey/items/00046acdfbb7b64761c7

Top URLs in Tweet in G5:
[9] https://venturebeat.com/2021/02/08/what-is-a-graph-database/
[1] https://twitter.com/jwolpert/status/1359133870021566464

Top URLs in Tweet in G6:
[22] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-a-graph-database-in-neo4j-using-python-4172d40f89c4
[7] https://towardsdatascience.com/create-a-graph-database-in-neo4j-using-python-4172d40f89c4?source=social.tw
[6] https://www.linkedin.com/slink?code=eAUey_W
[3] https://neo4j.com/blog/this-week-in-neo4j-structured-data-embedded-in-web-pages-speaker-listener-lpa-neo4j-at-nasa/?ref=twitter#features-3
[3] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/?ref=social-blog
[2] https://www.linkedin.com/slink?code=er4c45u
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fimporting-csv-files-in-neo4j-f3553f1a76cf
[1] https://twitter.com/neo4j/status/1359941023607177216
[1] https://neo4j.com/blog/top-10-use-cases-supply-chain-management/?ref=social-blog
[1] https://twitter.com/neo4j/status/1363551313401905155

Top URLs in Tweet in G7:
[4] https://www.urlaubsarchitektur.de/en/
[4] https://www.digindaily.com/?edition_id=d3afa0e0-6fad-11eb-8744-0cc47a0d15fd
[3] https://www.meetup.com/Neo4j-Online-Meetup/events/276268827/
[2] https://twitter.com/alburov/status/1361271333653520384
[2] https://blog.sebastian-daschner.com/entries/undo-with-neo4j
[2] https://arrows.app/
[1] https://jbarrasa.com/2021/02/05/quickgraph17-the-english-wordnet-in-neo4j-part-2/
[1] https://neo4j.com/blog/this-week-in-neo4j-next-js-graphql-authentication-neodash-importing-csv-files/?ref=twitter#features-1
[1] https://neo4j.com/blog/new-supervised-machine-learning-workflows-in-neo4j/?ref=social-blog
[1] https://twinybots.ch/

Top URLs in Tweet in G9:
[5] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[3] https://neo4j.com/blog/jetbrains-ide-plugin-graph-database/
[1] https://neo4j.com/aura/free
[1] https://neo4j.com/connections/neo4j-and-the-cloud/
[1] https://neo4j.com/graphacademy/training-cqt-40/enrollment/
[1] https://medium.com/neo4j/making-sense-of-news-the-knowledge-graph-way-d33810ce5005
[1] https://link.medium.com/7i35sQrg0db

Top URLs in Tweet in G10:
[3] https://www.idg.com/news/2021-technology-of-the-year-awards-highlight-the-smartest-most-nimble-solutions-for-it-teams/?utm_campaign=InfoWorld
[3] Technology
[3] of
[3] the
[3] Year
[3] Awards&utm_content=153372846&utm_medium=social&utm_source=twitter&hss_channel=tw-65480056
[3] https://searchdatamanagement.techtarget.com/news/252495411/Neo4j-unveils-cloud-graph-database-for-the-enterprise
[1] https://towardsdatascience.com/create-a-graph-database-in-neo4j-using-python-4172d40f89c4?source=social.tw
[1] https://www.infoworld.com/article/3604653/infoworlds-2021-technology-of-the-year-award-winners.html?utm_sq=gnbspiiluv
[1] https://www.infoworld.com/article/3604653/infoworlds-2021-technology-of-the-year-award-winners.html

Top Domains
Top Domains in Tweet in Entire Graph:
[336] neo4j.com
[57] medium.com
[53] twitter.com
[32] twinybots.ch
[23] linkedin.com
[19] co.uk
[18] nodexlgraphgallery.org
[16] towardsdatascience.com
[16] github.com
[15] meetup.com

Top Domains in Tweet in G1:
[97] neo4j.com
[11] medium.com
[10] nimbella.com
[9] bigdatamagazine.es
[7] meetup.com
[7] datanami.com
[7] startup.jobs
[5] twitter.com
[5] github.com
[3] google.com

Top Domains in Tweet in G2:
[61] neo4j.com
[18] nodexlgraphgallery.org
[11] medium.com
[10] co.jp
[9] twitter.com
[7] linkedin.com
[6] jbarrasa.com
[5] twinybots.ch
[5] co.uk
[5] briefly.co

Top Domains in Tweet in G3:
[136] neo4j.com
[22] twinybots.ch
[20] twitter.com
[14] co.uk
[3] markhneedham.com
[3] upflow.co
[3] linkedin.com
[3] soundcloud.com
[2] co.jp
[2] youtube.com

Top Domains in Tweet in G4:
[9] medium.com
[8] vskumar.blog
[7] twitter.com
[7] neo4j.com
[5] towardsdatascience.com
[4] twinybots.ch
[4] upflow.co
[3] markhneedham.com
[2] google.com
[2] metacpan.org

Top Domains in Tweet in G5:
[9] venturebeat.com
[1] twitter.com

Top Domains in Tweet in G6:
[23] medium.com
[8] towardsdatascience.com
[8] linkedin.com
[7] neo4j.com
[2] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[4] urlaubsarchitektur.de
[4] meetup.com
[4] neo4j.com
[4] digindaily.com
[2] sebastian-daschner.com
[2] arrows.app
[1] jbarrasa.com
[1] twinybots.ch
[1] medium.com

Top Domains in Tweet in G9:
[11] neo4j.com
[2] medium.com

Top Domains in Tweet in G10:
[3] idg.com
[3] techtarget.com
[2] infoworld.com
[1] towardsdatascience.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[354] neo4j
[166] bbbt
[152] datascience
[146] ai
[145] graph
[136] machinelearning
[125] python
[106] ml
[94] graphdatabases
[94] database



Top Hashtags in Tweet in G1:
[136] neo4j
[66] graphdatabases
[34] serverless
[20] graphdatabase
[19] datascience
[18] graph
[14] twin4j
[12] machinelearning
[11] ai
[10] graphdatascience

Top Hashtags in Tweet in G2:
[104] python
[98] ai
[90] datascience
[85] data
[82] graph
[80] neo4j
[78] ml
[75] database
[72] tech
[71] business

Top Hashtags in Tweet in G3:
[150] bbbt
[64] neo4j
[61] machinelearning
[36] datascience
[34] graph
[27] ai
[20] ml
[20] knowledgegraph
[19] learning
[19] graphdatabase

Top Hashtags in Tweet in G4:
[16] neo4j
[4] jobs
[3] datascience
[2] datamining
[2] graphdatabase
[2] nlp
[2] rpa
[2] automation
[2] database
[2] malmö

Top Hashtags in Tweet in G5:
[1] database
[1] neo4j

Top Hashtags in Tweet in G6:
[11] neo4j
[8] graph
[8] python
[4] twin4j
[4] machinelearning
[3] ai
[2] datascience
[2] database
[1] graphanalytics
[1] supplychain

Top Hashtags in Tweet in G7:
[11] neo4j
[6] machinelearning
[6] py2neo
[5] diabetes
[5] cancer
[4] ai
[3] graphio
[2] livestream
[2] graphtechnology
[2] knowledgegraph

Top Hashtags in Tweet in G8:
[2] ff
[2] database

Top Hashtags in Tweet in G9:
[15] neo4j
[4] kubernetes
[3] pycharm
[3] graphdatabases
[3] knowledgegraph
[3] wikipedia
[2] nodes2021
[2] datascience
[2] nlp
[2] namedentitylinking

Top Hashtags in Tweet in G10:
[3] graphdatabase
[3] dsc_techtarget
[1] dsc_hash_smama
[1] toy2021
[1] cio
[1] digitaltransformation
[1] data
[1] clients

Top Words
Top Words in Tweet in Entire Graph:
[1466] neo4j
[426] graph
[352] #neo4j
[252] data
[245] using
[215] machine
[196] learning
[186] jwolpert
[180] guinnessstache
[177] graphs

Top Words in Tweet in G1:
[353] neo4j
[135] #neo4j
[93] graph
[69] data
[69] apis
[66] #graphdatabases
[56] build
[54] today
[50] learn
[46] free

Top Words in Tweet in G2:
[312] neo4j
[123] using
[105] nancytr83158469
[104] #python
[98] #ai
[90] #datascience
[86] graph
[86] create
[85] #data
[82] #graph

Top Words in Tweet in G3:
[313] neo4j
[150] #bbbt
[92] machine
[85] learning
[85] graph
[81] graphs
[64] #neo4j
[61] #machinelearning
[58] artificial
[58] intelligence

Top Words in Tweet in G4:
[61] neo4j
[20] graph
[16] #neo4j
[15] database
[10] learning
[9] using
[9] machine
[6] create
[6] python
[6] job

Top Words in Tweet in G5:
[176] neo4j
[164] jwolpert
[163] origin_trail
[161] guinnessstache
[161] punishedspy01
[157] wen_s_klasse
[150] branarakic
[51] w3c
[37] graph
[35] knowledge

Top Words in Tweet in G6:
[50] neo4j
[49] graph
[35] database
[35] using
[34] create
[31] python
[27] data
[19] cleaning
[17] population
[16] pythonhub

Top Words in Tweet in G7:
[44] neo4j
[12] graph
[11] #neo4j
[9] learn
[8] more
[8] data
[8] diabresearch
[7] structr
[6] springdata
[6] #machinelearning

Top Words in Tweet in G8:
[3] craigmullins
[3] oracledatabase
[3] sqlserver
[3] db2zlabnews
[3] mysql
[3] postgresql
[3] mongodb
[3] teradata
[3] filemakertoday
[3] redislabs

Top Words in Tweet in G9:
[24] neo4j
[18] graph
[15] #neo4j
[11] more
[9] algorithms
[7] mesirii
[7] hands
[6] data
[5] way
[5] free

Top Words in Tweet in G10:
[16] neo4j
[12] year
[12] award
[7] check
[7] infoworld's
[7] tech
[7] winners
[7] featuring
[7] zoom_us
[7] zapier

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[190] machine,learning
[165] punishedspy01,origin_trail
[162] origin_trail,neo4j
[157] guinnessstache,punishedspy01
[152] wen_s_klasse,guinnessstache
[140] jwolpert,wen_s_klasse
[131] neo4j,using
[126] graphs,artificial
[126] artificial,intelligence
[125] branarakic,jwolpert

Top Word Pairs in Tweet in G1:
[40] #neo4j,#graphdatabases
[34] serverless,apis
[34] apis,conference
[34] feb,24
[33] conference,feb
[33] 24,learn
[33] learn,build
[33] build,improve
[33] improve,#serverless
[33] #serverless,apis

Top Word Pairs in Tweet in G2:
[81] neo4j,using
[79] using,#python
[74] #ai,#ml
[73] machine,learning
[70] #graph,#database
[70] #datascience,#data
[69] create,#graph
[69] #python,#ai
[69] #tech,#business
[69] #business,#startup

Top Word Pairs in Tweet in G3:
[85] machine,learning
[58] graphs,artificial
[58] artificial,intelligence
[55] intelligence,machine
[27] neo4j,#bbbt
[26] neo4j,graphs
[26] learning,jimwebber
[26] #bbbt,neo4j
[24] learning,#machinelearning
[23] jimwebber,#ai

Top Word Pairs in Tweet in G4:
[13] graph,database
[9] machine,learning
[6] create,graph
[6] database,neo4j
[6] neo4j,using
[6] using,python
[5] supervised,machine
[5] learning,workflows
[5] workflows,neo4j
[4] engineer,neo4j

Top Word Pairs in Tweet in G5:
[161] punishedspy01,origin_trail
[158] origin_trail,neo4j
[156] guinnessstache,punishedspy01
[151] wen_s_klasse,guinnessstache
[138] jwolpert,wen_s_klasse
[123] branarakic,jwolpert
[43] neo4j,w3c
[25] great,see
[23] knowledge,graph
[18] branarakic,wen_s_klasse

Top Word Pairs in Tweet in G6:
[28] neo4j,using
[26] create,graph
[26] graph,database
[26] database,neo4j
[26] using,python
[17] python,data
[17] data,cleaning
[17] cleaning,graph
[17] graph,population
[16] pythonhub,create

Top Word Pairs in Tweet in G7:
[6] springdata,neo4j
[5] diseases,such
[5] such,#diabetes
[5] #diabetes,#cancer
[4] learn,urlaubsarchitektur
[4] urlaubsarchitektur,co
[4] co,flx8veix2j
[4] flx8veix2j,uses
[4] uses,structr
[4] structr,smart

Top Word Pairs in Tweet in G8:
[3] oracledatabase,sqlserver
[3] sqlserver,db2zlabnews
[3] db2zlabnews,mysql
[3] mysql,postgresql
[3] postgresql,mongodb
[3] mongodb,teradata
[3] teradata,filemakertoday
[3] filemakertoday,redislabs
[2] craigmullins,#ff
[2] #ff,#database

Top Word Pairs in Tweet in G9:
[6] graph,algorithms
[5] free,download
[5] download,o'reilly
[5] o'reilly,graph
[5] algorithms,book
[5] book,includes
[5] includes,hands
[5] hands,examples
[4] learn,#neo4j
[4] #neo4j,runs

Top Word Pairs in Tweet in G10:
[12] year,award
[7] check,infoworld's
[7] infoworld's,tech
[7] tech,year
[7] award,winners
[7] winners,featuring
[7] featuring,zoom_us
[7] zoom_us,zapier
[7] zapier,confluence
[7] confluence,resolvesystems

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@jwolpert
@branarakic
@hackathorn
@adamcowley
@aabbccsmith
@salhaj
@alburov
@dark_phoenix254
@acypkob

Top Replied-To in G1:
@neo4j
@adamcowley
@acypkob
@datanami
@zdnet
@underarmour
@rotnroll666
@renatnorderhaug
@barrasadv
@kojiannoura

Top Replied-To in G2:
@salhaj
@dark_phoenix254
@neo4j
@jwolpert
@nancytr83158469
@branarakic
@datao
@olafhartig
@edgar_villegas
@ellazal

Top Replied-To in G3:
@neo4j
@hackathorn
@claudia_imhoff
@emileifrem
@jadp
@remcobroekmans
@garethr
@thobe
@garthgilmour
@babukilari

Top Replied-To in G5:
@jwolpert
@branarakic
@guinnessstache
@chillzoneint
@wen_s_klasse

Top Replied-To in G7:
@ajarasch
@xavier_m_taylor
@andres_taylor

Top Replied-To in G8:
@craigmullins

Top Replied-To in G9:
@neo4j
@mesirii
@alexandrejaquet
@minyall
@st3llasia
@renaissancejvm
@ravavyr

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@guinnessstache
@punishedspy01
@origin_trail
@wen_s_klasse
@jwolpert
@branarakic
@nancytr83158469
@barrasadv
@amyhodler

Top Mentioned in G1:
@neo4j
@graph_aware
@incubateind
@tryhume
@ikwattro
@adamcowley
@nimbella
@rotnroll666
@lyonwj
@utnaf

Top Mentioned in G2:
@neo4j
@nancytr83158469
@barrasadv
@tb_tomaz
@salhaj
@ipythonistabot
@danielcfng
@ellazal
@craigmullins
@jmsuhy

Top Mentioned in G3:
@neo4j
@jadp
@claudia_imhoff
@amyhodler
@jimwebber
@maya_natarajan
@aliciaframe1
@lancewalter
@prathle
@purapaper

Top Mentioned in G5:
@neo4j
@punishedspy01
@origin_trail
@guinnessstache
@wen_s_klasse
@branarakic
@jwolpert
@w3c
@chillzoneint
@trace_alliance

Top Mentioned in G6:
@pythonhub
@cjlovesdata1
@neo4j
@tdatascience
@aaairom
@jimwebber
@javiercha
@barrasadv
@renatnorderhaug

Top Mentioned in G7:
@neo4j
@diabresearch
@springdata
@rawlingsunday
@elementassoc
@ellazal
@twitch
@structr
@fbiville
@diggernautcom

Top Mentioned in G8:
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@postgresql
@mongodb
@teradata
@filemakertoday
@redislabs
@craigmullins

Top Mentioned in G9:
@neo4j
@mesirii
@robdromb
@packtpub
@st3llasia
@tb_tomaz
@barrasadv
@lnordwall
@liesoriginal
@theyotg

Top Mentioned in G10:
@neo4j
@infoworld
@zoom_us
@zapier
@confluence
@resolvesystems
@appian
@nyike
@dr
@idgworld

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@engineersday
@femtech_
@xaelbot
@rosenchild
@codedailybot
@bootleggirl
@telstra
@codegnuts
@timesofindia

Top Tweeters in G1:
@andrewmorrisuk
@remindme_ofthis
@peepal59
@serverlessfan
@thecuriousluke
@coucoulebot
@santiagon1976
@venturebeat
@reynald93063819
@heiseonline

Top Tweeters in G2:
@chidambara09
@femtech_
@xaelbot
@codedailybot
@telstra
@codegnuts
@timesofindia
@theofficialsbi
@llnuxbot
@100xcode

Top Tweeters in G3:
@ml_tweet_bot
@juliebhunt
@zdnet
@artificialbra1n
@fabriciosx
@tggleeson
@producthunthi
@producthunt
@grjenkin
@technojeder

Top Tweeters in G4:
@engineersday
@perlnews
@call_user_func
@leonardonam
@cpan_new
@ainewsfeed
@domingonarvaez1
@clinicalclasses
@eiryu
@varjmes

Top Tweeters in G5:
@djwarrenyoung
@mogulazam
@tcrpartybot
@enrikelopez
@readwiseio
@0openscience0
@bass_analytics
@w3c
@rajkumarbas11
@jwolpert

Top Tweeters in G6:
@pythonhub
@cottila
@chriseolive
@guvvalapavanku1
@tdatascience
@lsc_david_isaac
@patri_vaquero_
@aaairom
@nasser_b_o
@ursaqita

Top Tweeters in G7:
@calcaware
@mariuskarma
@rawlingsunday
@technige
@wale_raj
@fbiville
@twitch
@johnkary
@dagh
@centocode

Top Tweeters in G8:
@trippbraden
@edgar_villegas
@filemakertoday
@couchbase
@mongodb
@n
@sqlserver
@sapinmemory
@influxdb
@marklogic

Top Tweeters in G9:
@robdromb
@tiagoooliveira
@retracement
@packtpub
@mcolebrook
@neonbluews
@alexandrejaquet
@mesirii
@ravavyr
@kstate_bigdata

Top Tweeters in G10:
@rosenchild
@analyticbridge
@salgadohugo1
@zoom_us
@zapier
@nyike
@infoworld
@appian
@confluence
@idgworld