neo4j, Twitter, 7/14/2020 7:57:42 PM, 230638


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neo4j_2020-07-13_22-20-33.xlsx
neo4j_2020-07-13_22-20-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 14, 2020
Short Description:
neo4j via NodeXL https://bit.ly/2Oq69VP
@neo4j
@datasciencebot_
@lyonwj
@mesirii
@craigmullins
@aliciaframe1
@fmfrancoise
@chidambara09
@erwin_hattingh
@molecula

Top hashtags:
#neo4j
#datascience
#graphdatabases
#graphdatabase
#graphdatascience
#bigdata

Description:
Description
The graph represents a network of 1,072 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, 14 July 2020 at 05:20 UTC.

The requested start date was Tuesday, 14 July 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, 4-hour, 37-minute period from Tuesday, 30 June 2020 at 00:37 UTC to Monday, 13 July 2020 at 05:15 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 : 1072
Unique Edges : 1178
Edges With Duplicates : 2737
Total Edges : 3915
Number of Edge Types : 5
Tweet : 346
Retweet : 887
MentionsInRetweet : 1478
Replies to : 226
Mentions : 978
Self-Loops : 351
Reciprocated Vertex Pair Ratio : 0.0574525745257453
Reciprocated Edge Ratio : 0.108662224500256
Connected Components : 131
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 811
Maximum Edges in a Connected Component : 3622
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.814663
Graph Density : 0.00169931156542219
Modularity : 0.359089
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,072 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, 14 July 2020 at 05:20 UTC.

The requested start date was Tuesday, 14 July 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, 4-hour, 37-minute period from Tuesday, 30 June 2020 at 00:37 UTC to Monday, 13 July 2020 at 05:15 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:
[42] https://neo4j.com/developer/graph-database/
[22] https://twitch.tv/neo4j_
[16] https://www.youtube.com/watch?v=fOOptzvhtS4&feature=youtu.be

[15] https://hackernoon.com/how-to-build-graphql-api-with-spring-boot-neo4j-and-kong-part-4-4qq3upa
[14] https://tbgraph.wordpress.com/2020/05/12/nlp-and-graphs-go-hand-in-hand-with-neo4j-and-apoc/
[14] https://neo4j.com/blog/graphcast-what-is-graph-database-in-10-minutes
[13] https://neo4j.com/blog/building-enterprise-knowledge-graph/?ref=social-blog
[10] https://neo4j.com/blog/getting-started-with-neo4j-fabric/?ref=social-blog
[9] https://twinybots.ch/
[8] https://medium.com/neo4j/lets-graph-explore-your-steam-library-in-neo4j-6d9d133f571

Top URLs in Tweet in G1:
[18] https://neo4j.com/developer/graph-database/
[8] https://twitch.tv/neo4j_
[7] https://neo4j.com/blog/graphcast-what-is-graph-database-in-10-minutes
[7] https://neo4j.com/blog/building-enterprise-knowledge-graph/?ref=social-blog
[7] https://github.com/Sinar/popit_relationship
[6] https://neo4j.com/connections/life-sciences-healthcare/?ref=social-
[6] https://neo4j.com/blog/getting-started-with-neo4j-fabric/?ref=social-blog
[6] https://thenewstack.io/illuminating-the-anonymous-with-neo4js-graph-database/
[5] https://www.eventbrite.com/e/registro-neo4j-sesiones-virtuales-para-espana-103707806842
[5] https://www.eventbrite.com/e/neo4j-online-lightning-sessions-benelux-dutch-registration-103691967466

Top URLs in Tweet in G2:
[13] https://twitch.tv/neo4j_
[11] https://hackernoon.com/how-to-build-graphql-api-with-spring-boot-neo4j-and-kong-part-4-4qq3upa
[7] https://neo4j.com/blog/graphcast-what-is-graph-database-in-10-minutes
[6] https://tbgraph.wordpress.com/2020/05/12/nlp-and-graphs-go-hand-in-hand-with-neo4j-and-apoc/
[6] https://neo4j.com/developer/graph-database/
[6] https://medium.com/neo4j/lets-graph-explore-your-steam-library-in-neo4j-6d9d133f571
[5] https://tbgraph.wordpress.com/2020/05/31/node-embeddings-node2vec-with-neo4j/
[5] https://neo4j.com/blog/building-enterprise-knowledge-graph/?ref=social-blog
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229765
[4] https://neo4j.com/whitepapers/gartner-covid-19-data-management-analytics-report/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=gartner-research-covid-19-demands-urgent-use-of-graph-data-mana-2562442

Top URLs in Tweet in G3:
[7] https://medium.com/neo4j/two-hip-friends-jhipster-and-neo4j-774639e9693
[3] https://manning.com/dotd?utm_source=twitter&utm_medium=social&utm_campaign=deal_of_the_day_july_2020&utm_term=dotd&utm_content=07_09_20_graph_powered_machine_learning
[3] https://neo4j.com/developer/graph-database/
[3] https://github.com/neo4j-contrib/cypher-dsl/releases/tag/2020.0.0
[3] http://blog.bruggen.com/2020/04/covid-19-contact-tracing-blogpost-part_21.html
[2] https://process.vogel.de/covid-19-wie-knowledge-graphen-die-forschung-antreiben-a-942689/
[2] https://www.storage-insider.de/graph-datenbank-neo4j-wird-noch-skalierbarer-a-917752/
[2] https://twitter.com/meistermeier/status/1280859109844307968
[1] http://blog.bruggen.com/2020/07/graphistania-20-episode-7-one-after.html
[1] https://neo4j.com/docs/graph-data-science/1.3-preview/algorithms/node-embeddings/

Top URLs in Tweet in G4:
[4] https://www.javacodegeeks.com/2020/07/migrating-neo4j-graph-schemas-in-kubernetes.html
[2] https://twinybots.ch/
[2] https://elixirforum.com/t/seraph-toolkit-for-data-mapping-and-querying-neo4j/32862
[2] https://neo4j.com/developer/graph-database/
[2] https://neo4j.com/blog/graphcast-what-is-graph-database-in-10-minutes/?utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=graphcast-what-is-a-graph-database-in-10-minutes-httpgaggl-2569332
[2] https://neo4j.com/blog/missed-connections-tale-porsche-paul-newman-relational-database/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=missed-connections-a-tale-of-a-porsche-paul-newman-and-a-relat-2558495
[2] https://neo4j.com/blog/rethink-your-master-data-the-limits-of-relational-databases/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=rethink-your-master-data-the-limits-of-relational-databases-n-2562282
[2] https://neo4j.com/whitepapers/gartner-covid-19-data-management-analytics-report/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=gartner-research-covid-19-demands-urgent-use-of-graph-data-mana-2562442
[2] https://neo4j.com/blog/graphs-everywhere-5-minute-interview-jean-villedieu-linkurious/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=graphs-everywhere-5-minute-interview-with-jean-villedieu-co-fo-2561091
[2] https://neo4j.com/case-studies/boston-scientific/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=neo4j-boston-scientific-case-study-httpgaggln96odr-2562606

Top URLs in Tweet in G5:
[16] https://www.youtube.com/watch?v=fOOptzvhtS4&feature=youtu.be

[4] https://hackernoon.com/how-to-build-graphql-api-with-spring-boot-neo4j-and-kong-part-4-4qq3upa
[3] https://twitter.com/neo4j/status/1278319819033645061
[3] https://www.youtube.com/watch?v=fZL1yScOE3w&feature=youtu.be

[3] https://graphileon.com/request-graphileon-application/
[2] https://www.youtube.com/watch?v=UWf8hxeehOg&feature=youtu.be

[2] https://youtu.be/nwJHWJBHCwI
[2] https://www.youtube.com/watch?v=Bll3_9sHksc

[2] https://drivine.org/
[2] https://cousesites.blogspot.com/2020/03/getting-started-with-neo4j.html

Top URLs in Tweet in G7:
[1] https://link.medium.com/zCP9Fy8MV7
[1] https://go.neo4j.com/wbr-200714-harnessing-graphs-in-a-new-business-climate-webinar.html?_ga=2.85018521.1861999203.1594324730-612964570.1571948888&_gac=1.12389248.1592186123.EAIaIQobChMItrm9v9uC6gIV4gl9Ch0AqQOfEAAYASAAEgKtyPD_BwE
[1] https://www.advsolned.com/frequent-mutual-contact-most-important-risk-situation-for-covid-19/
[1] https://www.analyticsinsight.net/top-5-open-source-data-tools-for-every-data-scientist/?utm_content=133900173&utm_medium=social&utm_source=twitter&hss_channel=tw-3830339600
[1] https://twitter.com/angoca/status/1279056817193201665?s=19
[1] https://nordicapis.com/5-great-open-source-database-solutions/

Top URLs in Tweet in G9:
[3] https://www.infoworld.com/article/3563868/the-power-of-open-source-to-fight-covid-19.html
[1] https://www.marketwatch.com/press-release/ventana-research-names-molecula-a-finalist-for-its-2020-digital-innovation-award-in-the-category-of-data-2020-07-08?utm_content=134291170&utm_medium=social&utm_source=twitter&hss_channel=tw-2936487699
[1] https://www.molecula.com/news-and-press/ventana-research-names-molecula-a-finalist-for-its-2020-digital-innovation-award-in-the-category-of-data/?utm_content=133998207&utm_medium=social&utm_source=twitter&hss_channel=tw-2936487699
[1] https://www.ventanaresearch.com/press-release/ventana-research-announces-13th-annual-digital-innovation-award-finalists?uniqueID=Molecula&utm_content=134058974&utm_medium=social&utm_source=twitter&hss_channel=tw-2936487699

Top URLs in Tweet in G10:
[5] 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
[3] https://github.com/neo4j/graph-data-science/releases
[2] https://briefly.co/anchor/Data_science/story/computing-node-embedding-with-a-graph-database-neo4j--its-graph-data-science-library?f=gravlax&utm_source=Twitter&utm_campaign=Data_science
[2] https://tbgraph.wordpress.com/2020/05/12/nlp-and-graphs-go-hand-in-hand-with-neo4j-and-apoc/
[2] https://flytlabs.dev/Code/help.php
[2] https://www.datatalent.io/job/senior-software-engineer--tssci-springfield-va
[1] https://www.linkedin.com/slink?code=dcXRqGb
[1] https://www.linkedin.com/slink?code=dmMRvPM
[1] https://www.datatalent.io/job/software-engineer-secret-clearance-austin
[1] https://manning.com/dotd?utm_source=twitter&utm_medium=social&utm_campaign=deal_of_the_day_july_2020&utm_term=dotd&utm_content=07_09_20_graph_powered_machine_learning

Top Domains
Top Domains in Tweet in Entire Graph:
[344] neo4j.com
[71] medium.com
[48] github.com
[42] youtube.com
[40] twitter.com
[25] twitch.tv
[23] wordpress.com
[20] bruggen.com
[19] hackernoon.com
[10] meetup.com

Top Domains in Tweet in G1:
[169] neo4j.com
[26] medium.com
[13] github.com
[10] eventbrite.com
[10] bruggen.com
[8] twitch.tv
[7] wordpress.com
[6] youtube.com
[6] twitter.com
[6] thenewstack.io

Top Domains in Tweet in G2:
[101] neo4j.com
[28] medium.com
[16] twitch.tv
[14] hackernoon.com
[12] twitter.com
[11] wordpress.com
[11] github.com
[8] nodexlgraphgallery.org
[7] youtube.com
[4] lever.co

Top Domains in Tweet in G3:
[8] neo4j.com
[8] medium.com
[6] bruggen.com
[5] github.com
[4] manning.com
[4] twitter.com
[2] vogel.de
[2] storage-insider.de
[2] transparency-one.com
[1] structr.com

Top Domains in Tweet in G4:
[29] neo4j.com
[8] twitter.com
[7] medium.com
[7] github.com
[5] pypi.org
[4] javacodegeeks.com
[4] rubygems.org
[4] forupon.com
[3] linkedin.com
[3] wordpress.com

Top Domains in Tweet in G5:
[23] youtube.com
[4] twitter.com
[4] hackernoon.com
[3] graphileon.com
[3] blogspot.com
[2] neo4j.com
[2] youtu.be
[2] joaofilipesabinoesperancinha.nl
[2] drivine.org
[1] udemy.com

Top Domains in Tweet in G7:
[1] medium.com
[1] neo4j.com
[1] advsolned.com
[1] analyticsinsight.net
[1] twitter.com
[1] nordicapis.com

Top Domains in Tweet in G9:
[3] infoworld.com
[1] marketwatch.com
[1] molecula.com
[1] ventanaresearch.com

Top Domains in Tweet in G10:
[11] neo4j.com
[5] co.jp
[3] github.com
[3] datatalent.io
[2] briefly.co
[2] wordpress.com
[2] linkedin.com
[2] flytlabs.dev
[2] dmradio.biz
[1] manning.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[504] neo4j
[82] datascience
[78] graphdatabases
[77] graphdatabase
[59] graphdatascience
[50] bigdata
[49] connecteddata
[35] twin4j
[32] javascript
[32] 100daysofcode



Top Hashtags in Tweet in G1:
[174] neo4j
[46] graphdatabases
[43] datascience
[38] graphdatabase
[26] connecteddata
[20] bigdata
[19] panamapapers
[19] graphtechnology
[18] graphalgorithms
[18] twin4j

Top Hashtags in Tweet in G2:
[178] neo4j
[29] graphdatascience
[20] grandstack
[20] graphdatabase
[20] graphconnect
[16] typescript
[15] graphdatabases
[15] datascience
[13] graphql
[13] twin4j

Top Hashtags in Tweet in G3:
[54] neo4j
[14] covidgraph
[10] graphdatascience
[10] machinelearning
[9] springdata
[8] graphdatabases
[7] springboot
[5] datascience
[5] covid19
[5] graphdatabase

Top Hashtags in Tweet in G4:
[16] neo4j
[3] graphdatabases
[3] bigdata
[2] nosql
[2] oracle
[2] relationaldatabase
[2] javacodegeeks
[2] datascience
[2] graphdb
[2] ai

Top Hashtags in Tweet in G5:
[32] neo4j
[31] 100daysofcode
[29] javascript
[27] yourappisagraph
[7] graphql
[7] techdiary
[6] graphdatabases
[5] backend
[5] workisfun
[5] graphalgorithms

Top Hashtags in Tweet in G6:
[1] neo4j
[1] blazor
[1] developer

Top Hashtags in Tweet in G7:
[3] database
[3] safereopening
[2] ff
[2] covid19
[2] covidbuzzer
[1] contacttracing
[1] epidimeologists
[1] cdc
[1] publicsafety
[1] graphs4good

Top Hashtags in Tweet in G8:
[2] neo4j
[1] java11
[1] java8
[1] grandstack

Top Hashtags in Tweet in G9:
[10] data
[3] opensource
[3] covid19
[1] awards
[1] bigdata

Top Hashtags in Tweet in G10:
[15] neo4j
[10] graphdatabase
[9] connecteddata
[3] graphdatascience
[3] twin4j
[3] python
[3] softwareengineering
[2] data
[2] science
[2] nlp

Top Words
Top Words in Tweet in Entire Graph:
[1285] neo4j
[528] graph
[479] #neo4j
[272] data
[143] database
[141] today
[132] using
[107] ø
[106] graphql
[104] knowledge

Top Words in Tweet in G1:
[433] neo4j
[223] graph
[171] #neo4j
[104] data
[97] today
[81] free
[78] knowledge
[71] using
[69] build
[59] covid

Top Words in Tweet in G2:
[384] neo4j
[168] #neo4j
[127] graph
[72] data
[59] graphql
[46] lyonwj
[35] talk
[34] database
[33] use
[30] adamcowley

Top Words in Tweet in G3:
[127] neo4j
[42] #neo4j
[42] graph
[27] rvanbruggen
[26] data
[23] rotnroll666
[23] springdata
[18] july
[17] alessandronegro
[16] contact

Top Words in Tweet in G4:
[75] ø
[70] neo4j
[31] ù
[26] graph
[18] ãƒ
[16] #neo4j
[15] database
[12] data
[10] using
[9] graphs

Top Words in Tweet in G5:
[62] neo4j
[47] graphileon
[32] #neo4j
[31] #100daysofcode
[29] #javascript
[27] #yourappisagraph
[24] nodejs
[19] graphql
[18] 10
[18] yworks

Top Words in Tweet in G6:
[2] reythedev

Top Words in Tweet in G7:
[8] neo4j
[5] redislabs
[4] postgresql
[4] cassandra
[3] #database
[3] oracledatabase
[3] sqlserver
[3] db2zlabnews
[3] mysql
[3] mongodb

Top Words in Tweet in G8:
[46] neo4j
[40] apple
[34] chvest
[13] congrats
[11] chris
[7] team
[5] java
[5] day
[5] tomorrow
[5] frameworks

Top Words in Tweet in G9:
[21] molecula
[18] finalists
[13] memsql
[11] award
[10] 2020
[10] digital
[10] innovation
[10] category
[10] #data
[9] neo4j

Top Words in Tweet in G10:
[49] neo4j
[44] graph
[29] data
[18] role
[18] software
[18] engineer
[18] experience
[16] machine
[15] learning
[15] #neo4j

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[112] graph,database
[90] graph,databases
[82] covid,19
[53] try,something
[53] something,today
[53] knowledge,graph
[49] neo4j,try
[48] contact,tracing
[45] neo4j,graph
[45] ø,ø

Top Word Pairs in Tweet in G1:
[59] covid,19
[51] try,something
[51] something,today
[50] graph,database
[48] graph,databases
[48] knowledge,graph
[45] neo4j,try
[39] certified,neo4j
[39] neo4j,today
[39] today,show

Top Word Pairs in Tweet in G2:
[26] graph,database
[21] graph,databases
[18] neo4j,graph
[18] graphql,api
[16] #graphconnect,talk
[14] api,spring
[14] spring,boot
[14] boot,neo4j
[14] neo4j,kong
[14] kong,part

Top Word Pairs in Tweet in G3:
[15] contact,tracing
[15] spring,data
[14] graph,powered
[13] sdn,rx
[11] machine,learning
[11] rvanbruggen,neo4j
[10] powered,machine
[10] use,code
[10] code,dotd070920tw
[10] covid,19

Top Word Pairs in Tweet in G4:
[32] ø,ø
[17] ù,ø
[13] ãƒ,ãƒ
[10] graph,database
[10] ø,ù
[8] neo4j,graph
[6] php,client
[5] neo4j,php
[4] client,neo4j
[4] ø,ûœø

Top Word Pairs in Tweet in G5:
[20] #yourappisagraph,#javascript
[20] #javascript,nodejs
[18] nodejs,yworks
[16] graphileon,less
[16] less,10
[16] 10,minutes
[16] minutes,#yourappisagraph
[14] yworks,camsemantics
[11] long,weekend
[11] weekend,gt

Top Word Pairs in Tweet in G7:
[3] oracledatabase,sqlserver
[3] sqlserver,db2zlabnews
[3] db2zlabnews,mysql
[3] mysql,postgresql
[3] postgresql,mongodb
[3] mongodb,teradata
[3] teradata,filemakertoday
[3] filemakertoday,redislabs
[3] redislabs,neo4j
[3] neo4j,cassandra

Top Word Pairs in Tweet in G8:
[34] neo4j,apple
[29] chvest,neo4j
[11] apple,congrats
[5] frameworks,team
[5] congrats,chris
[4] today,last
[4] last,day
[4] day,neo4j
[4] neo4j,tomorrow
[4] tomorrow,start

Top Word Pairs in Tweet in G9:
[10] 2020,digital
[10] digital,innovation
[10] innovation,award
[10] molecula,memsql
[9] ventanaresearchâ,2020
[8] award,finalists
[8] finalists,finalists
[8] finalists,#data
[8] #data,category
[8] category,molecula

Top Word Pairs in Tweet in G10:
[18] software,engineer
[15] machine,learning
[12] data,science
[11] graph,data
[11] graph,databases
[10] role,software
[10] engineer,secret
[10] secret,clearance
[10] clearance,austin
[10] austin,experience

Top Replied-To
Top Replied-To in Entire Graph:
@chvest
@neo4j
@adamcowley
@rotnroll666
@rvanbruggen
@ajsharp
@darthvader42
@mattfahrner
@daschners
@graphileon

Top Replied-To in G1:
@neo4j
@rotnroll666
@joaofse
@kaerumy
@dooloo_fr
@elise_deux
@israelmoh
@fredciminera
@mesirii
@peterwrose

Top Replied-To in G2:
@adamcowley
@daschners
@ajsharp
@karinwolok
@st3llasia
@studio_hungry
@neo4j
@r_d__p_ll
@rorykoehler
@shasaur

Top Replied-To in G3:
@chvest
@rvanbruggen
@neo4j
@rotnroll666
@darthvader42
@rweverwijk
@asiru_erioluwa
@davefauth
@refnode
@amorgner

Top Replied-To in G5:
@graphileon
@neo4j
@chvest
@geekodour

Top Replied-To in G6:
@reythedev

Top Replied-To in G7:
@craigmullins

Top Replied-To in G8:
@chvest
@noctarius2k
@forked_franz
@emileifrem
@hugofirth
@jeppec
@alblue
@rotnroll666

Top Replied-To in G9:
@molecula
@progrockrec

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@lyonwj
@medium
@apple
@peterwrose
@rvanbruggen
@aliciaframe1
@ellazal
@graphileon

Top Mentioned in G1:
@neo4j
@peterwrose
@medium
@kirkdborne
@lyonwj
@rvanbruggen
@ellazal
@nav_mathur
@maxdemarzi

Top Mentioned in G2:
@neo4j
@lyonwj
@medium
@ellazal
@adamcowley
@mesirii
@maxdemarzi
@mdavidallen
@doctor_cerulean
@aliciaframe1

Top Mentioned in G3:
@neo4j
@springdata
@rvanbruggen
@rotnroll666
@alessandronegro
@aliciaframe1
@ajarasch
@meistermeier
@emileifrem
@manningbooks

Top Mentioned in G5:
@graphileon
@nodejs
@neo4j
@yworks
@camsemantics
@karora7190
@cleancoder85
@tomzeppenfeldt
@datastax
@memgraphdb

Top Mentioned in G6:
@katerynatart
@olenadrugalya
@milanmatejic6
@doabledanny
@phyllis_codes
@mayvastech
@codeanddream
@_rupal__
@thearslankhalid
@_umairhafeez_

Top Mentioned in G7:
@neo4j
@redislabs
@postgresql
@cassandra
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@mongodb
@teradata

Top Mentioned in G8:
@neo4j
@apple
@chvest
@rotnroll666
@normanmaurer
@mesirii
@lyonwj
@forked_franz

Top Mentioned in G9:
@memsql
@molecula
@neo4j
@databricks
@ventanaresearch
@dries
@infoworld
@markforged
@acquiadev

Top Mentioned in G10:
@neo4j
@datatalentrec
@robrecruitsdata
@cynthiafemano
@tigergraphdb
@dmradioonline
@bookloveru2
@jreuben1
@manningbooks
@david_analytics

Top Tweeters
Top Tweeters in Entire Graph:
@pypi_updates2
@chidambara09
@cybersec_feeds
@aaroncuddeback
@rosenchild
@codernotesbot
@canisgallicus
@taieb_bot
@xaelbot
@codedailybot

Top Tweeters in G1:
@cristin57273685
@neusamandrade
@techjunkiejh
@dataaugmented
@mariuskarma
@style_overlord
@mvargasgarro
@kirkdborne
@gdpr25thmay18
@awgnasuha

Top Tweeters in G2:
@jacobussystems
@ricardo_ik_ahau
@ayirpelle
@jsnewsbot
@fmfrancoise
@pvynckier
@gdprai
@lucasoft_co_uk
@tiagoooliveira
@enrikelopez

Top Tweeters in G3:
@hubofml
@heiseonline
@urbansqr
@rotnroll666
@timpatalpostma
@manningbooks
@hexheadtn
@km_delivery
@sassoftware
@mkheck

Top Tweeters in G4:
@pypi_updates2
@m157q_news_rss
@call_user_func
@trumpathon
@thechestnutpost
@qbrunosantos
@ichbinmari
@de_chan516
@pigbar
@python_jobs

Top Tweeters in G5:
@aaroncuddeback
@codernotesbot
@taieb_bot
@xaelbot
@codedailybot
@100xcode
@learn__together
@thedeveloperbot
@nlognbot
@codegnuts

Top Tweeters in G6:
@francescociull4
@_umairhafeez_
@quetzalliale
@ravinwashere
@catalinmpit
@aniribe
@codeanddream
@devindford
@thearslankhalid
@andrewbrown

Top Tweeters in G7:
@craigmullins
@johnshopkinssph
@cdcgov
@filemakertoday
@teradata
@couchbase
@mongodb
@sqlserver
@sapinmemory
@erwin_hattingh

Top Tweeters in G8:
@bitprophet
@alblue
@acruiz
@ktosopl
@noctarius2k
@normanmaurer
@cyberzeddk
@jeppec
@chvest
@sbtourist

Top Tweeters in G9:
@rosenchild
@marketwatch
@hubbucket
@ventanaresearch
@infoworld
@dries
@jasondorsey
@databricks
@maycotte
@akalmans

Top Tweeters in G10:
@justbementalist
@bayiskendr
@thecuriousluke
@ml_tweet_bot
@blkhwk0ps
@cottila
@jreuben1
@epuujee
@datazifu
@jimlynchcodes


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