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neo4j_2020-07-06_22-20-33.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2020
Short Description:
neo4j via NodeXL https://bit.ly/2ZM3jzD
@neo4j
@mesirii
@lyonwj
@linked_do
@peterwrose
@reshamas
@craigmullins
@adamcowley
@erwin_hattingh
@fmfrancoise

Top hashtags:
#neo4j
#graphdatabase
#graphdatabases
#connecteddata
#graphdatascience
#datascience
#graphql

Description:
Description
The graph represents a network of 1,021 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 July 2020 at 05:20 UTC.

The requested start date was Tuesday, 07 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, 3-hour, 54-minute period from Tuesday, 23 June 2020 at 01:00 UTC to Monday, 06 July 2020 at 04:55 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 : 1021
Unique Edges : 1172
Edges With Duplicates : 2955
Total Edges : 4127
Number of Edge Types : 5
Tweet : 382
Retweet : 931
MentionsInRetweet : 1580
Mentions : 1012
Replies to : 222
Self-Loops : 388
Reciprocated Vertex Pair Ratio : 0.0669226549643445
Reciprocated Edge Ratio : 0.125449871465296
Connected Components : 126
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 791
Maximum Edges in a Connected Component : 3855
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.907907
Graph Density : 0.00186764225768662
Modularity : 0.324178
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,021 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 July 2020 at 05:20 UTC.

The requested start date was Tuesday, 07 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, 3-hour, 54-minute period from Tuesday, 23 June 2020 at 01:00 UTC to Monday, 06 July 2020 at 04:55 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".

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:
[26] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229765
[21] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-blog
[17] https://twitch.tv/neo4j_
[16] https://hackernoon.com/building-graphql-api-with-spring-boot-neo4j-and-kong-part-3-5y113yw2
[14] https://thenewstack.io/illuminating-the-anonymous-with-neo4js-graph-database/
[14] https://www.youtube.com/watch?v=0rBomd40NEE&feature=youtu.be

[13] https://blog.logrocket.com/getting-started-with-neo4j/
[13] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=introducing-neo4j-41-httpgaggl7eskkc-2555491
[10] https://tbgraph.wordpress.com/2020/05/12/nlp-and-graphs-go-hand-in-hand-with-neo4j-and-apoc/
[10] https://tbgraph.wordpress.com/2020/05/31/node-embeddings-node2vec-with-neo4j/

Top URLs in Tweet in G1:
[9] https://www.eventbrite.com/e/neo4j-online-lightning-sessions-benelux-dutch-registration-103691967466
[8] https://thenewstack.io/illuminating-the-anonymous-with-neo4js-graph-database/
[7] https://www.eventbrite.com/e/registro-neo4j-sesiones-virtuales-para-espana-103707806842
[7] https://neo4j.com/blog/improving-patient-outcomes-algorithms-graphconnect/?ref=social-blog
[7] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-blog
[6] https://neo4j.com/connections/life-sciences-healthcare/?ref=social-event
[6] https://neo4j.com/connections/life-sciences-healthcare/?ref=social-
[6] https://lnkd.in/d4wYrJJ
[5] https://go.neo4j.com/wbr-200701-neo4j-live-demo-webinar.html?ref=social-event
[5] https://www.youtube.com/watch?v=hdZ7aOPvKjQ


Top URLs in Tweet in G2:
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229765
[6] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=introducing-neo4j-41-httpgaggl7eskkc-2555491
[6] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-blog
[6] https://www.meetup.com/Jozi-JUG/events/271396025/
[4] https://structr.com/blog/structr-3-5-a-big-step-for-low-code-development-and-graph-technology
[4] https://infiniaml.com/2020/06/11/neo4js-amy-hodler-on-machine-meets-world/
[4] 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
[4] https://thenewstack.io/illuminating-the-anonymous-with-neo4js-graph-database/
[4] https://twitch.tv/neo4j_
[3] 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=Asset%20Promo%20(GaggleAMP)&utm_content=gartner-research-covid-19-demands-urgent-use-of-graph-data-mana-2521544

Top URLs in Tweet in G3:
[6] https://www.datanami.com/2020/04/08/neo4j-brings-graph-database-and-data-science-together/
[5] https://github.com/neo4j/graph-data-science/releases/tag/1.3.0-alpha02
[5] https://twitch.tv/neo4j_
[5] https://tbgraph.wordpress.com/2020/05/31/node-embeddings-node2vec-with-neo4j/
[4] 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
[4] https://medium.com/neo4j/how-i-built-the-neosemantics-n10s-graph-app-b7ada7b8d008
[4] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-blog
[3] https://github.com/neo4j/graph-data-science/releases
[3] https://www.twitch.tv/neo4j_
[3] https://neo4j.com/graph-powered-machine-learning-manning-book/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Asset%20Promo%20(GaggleAMP)&utm_content=graph-powered-machine-learning-neo4j-graph-database-platform-h-2545842

Top URLs in Tweet in G4:
[4] https://www.javacodegeeks.com/2020/07/migrating-neo4j-graph-schemas-in-kubernetes.html
[4] https://www.javacodegeeks.com/2020/06/how-to-backup-neo4j-on-managed-kubernetes.html
[4] https://www.javacodegeeks.com/2020/06/how-to-restore-a-neo4j-backup-on-managed-kubernetes.html
[3] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=introducing-neo4j-41-httpgaggl7eskkc-2555491
[2] https://hackernoon.com/building-graphql-api-with-spring-boot-neo4j-and-kong-part-3-5y113yw2?source=rss&utm_source=dlvr.it&utm_medium=twitter
[2] https://aws.amazon.com/blogs/database/change-data-capture-from-neo4j-to-amazon-neptune-using-amazon-managed-streaming-for-apache-kafka/
[2] http://supplychainsn.com/XmPUY/
[2] https://neo4j.com/blog/introducing-neo4j-4-1/
[2] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[2] https://thenewstack.io/illuminating-the-anonymous-with-neo4js-graph-database/

Top URLs in Tweet in G5:
[12] https://www.youtube.com/watch?v=0rBomd40NEE&feature=youtu.be

[10] https://hackernoon.com/building-graphql-api-with-spring-boot-neo4j-and-kong-part-3-5y113yw2
[8] https://www.youtube.com/watch?v=fOOptzvhtS4&feature=youtu.be

[7] https://blog.logrocket.com/getting-started-with-neo4j/
[4] https://hackernoon.com/how-to-build-graphql-api-with-spring-boot-neo4j-and-kong-part-4-4qq3upa
[4] https://www.youtube.com/watch?v=fZL1yScOE3w&feature=youtu.be

[3] https://twitter.com/neo4j/status/1278319819033645061
[2] https://www.youtube.com/watch?v=Bll3_9sHksc

[2] https://www.youtube.com/watch?v=7iMraBHtTqE&feature=youtu.be

[2] https://www.youtube.com/watch?v=UWf8hxeehOg&feature=youtu.be


Top URLs in Tweet in G7:
[5] https://netbizltd.com/neo4j/
[3] https://twitch.tv/neo4j_
[3] https://jobs.lever.co/neo4j/f7320766-fa5f-461a-b885-bb8047add58a
[2] https://hub.docker.com/_/neo4j?tab=tags
[2] https://neo4j.com/download-center
[1] https://link.medium.com/Mtn7mFDQc7
[1] https://neo4j.com/developer/graph-database/
[1] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-blog
[1] https://www.youtube.com/watch?v=QGJbJAopX-s&list=PL9Hl4pk2FsvXjk0hrerr78pLN-477pDLo&index=17

[1] https://twitter.com/neo4j/status/1275700437493178369

Top URLs in Tweet in G8:
[4] https://neo4j.com/blog/introducing-neo4j-4-1/
[3] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-blog
[2] https://neo4j.com/blog/graphcast-what-is-graph-database-in-10-minutes
[2] https://neo4j.com/blog/introducing-neo4j-4-1/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=introducing-neo4j-41-httpgaggl7eskkc-2555491
[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
[2] https://neo4j.com/blog/graphcast-what-is-graph-database-in-10-minutes/?ref=social-team&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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229765
[2] https://neo4j.com/blog/machine-learning-algorithms/?ref=social-blog
[2] https://neo4j.com/blog/rethink-your-master-data-modern-master-data-management/?ref=social-blog
[2] https://neo4j.com/blog/rethink-your-master-data-modern-master-data-management/

Top URLs in Tweet in G10:
[1] https://www.meetup.com/nyc-data-umbrella/events/271403343/
[1] https://www.meetup.com/NYC-PyLadies/events/271489035/

Top Domains
Top Domains in Tweet in Entire Graph:
[313] neo4j.com
[77] youtube.com
[71] medium.com
[44] github.com
[36] twitter.com
[30] hackernoon.com
[26] nodexlgraphgallery.org
[24] twitch.tv
[22] wordpress.com
[22] sebastian-daschner.com

Top Domains in Tweet in G1:
[138] neo4j.com
[23] medium.com
[16] eventbrite.com
[10] youtube.com
[8] github.com
[8] twitch.tv
[8] thenewstack.io
[7] bruggen.com
[6] wordpress.com
[6] lnkd.in

Top Domains in Tweet in G2:
[44] neo4j.com
[24] nodexlgraphgallery.org
[7] github.com
[7] medium.com
[7] bruggen.com
[6] meetup.com
[4] youtube.com
[4] structr.com
[4] twitter.com
[4] infiniaml.com

Top Domains in Tweet in G3:
[50] neo4j.com
[26] medium.com
[15] github.com
[11] youtube.com
[10] twitter.com
[8] twitch.tv
[7] wordpress.com
[6] datanami.com
[4] co.jp
[4] linkedin.com

Top Domains in Tweet in G4:
[28] neo4j.com
[12] javacodegeeks.com
[7] github.com
[6] twitter.com
[5] hackernoon.com
[5] medium.com
[4] linkedin.com
[3] amazon.com
[3] freelancer.com
[2] supplychainsn.com

Top Domains in Tweet in G5:
[35] youtube.com
[14] hackernoon.com
[7] logrocket.com
[5] twitter.com
[4] graphileon.com
[4] joaofilipesabinoesperancinha.nl
[4] neo4j.com
[2] youtu.be
[1] drivine.org
[1] twitch.tv

Top Domains in Tweet in G7:
[10] neo4j.com
[5] netbizltd.com
[5] medium.com
[5] youtube.com
[4] github.com
[4] lever.co
[3] twitch.tv
[2] twitter.com
[2] docker.com
[2] devrel.net

Top Domains in Tweet in G8:
[36] neo4j.com
[2] twitter.com
[2] nodexlgraphgallery.org
[2] medium.com
[1] wordpress.com
[1] github.com
[1] linkedin.com
[1] eventbrite.com
[1] eventable.com
[1] youtube.com

Top Domains in Tweet in G10:
[2] meetup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[578] neo4j
[94] graphdatabase
[71] graphdatabases
[63] connecteddata
[62] graphdatascience
[48] datascience
[36] graphql
[35] graphconnect
[34] javascript
[32] graphtechnology



Top Hashtags in Tweet in G1:
[168] neo4j
[40] graphdatabases
[36] graphdatabase
[27] connecteddata
[25] graphdatascience
[18] cypher
[17] datascience
[17] panamapapers
[16] twin4j
[15] graphtechnology

Top Hashtags in Tweet in G2:
[111] neo4j
[17] graphdatascience
[15] graphdatabase
[12] ai
[11] python
[9] datascience
[9] bigdata
[9] iot
[8] connecteddata
[8] machinelearning

Top Hashtags in Tweet in G3:
[122] neo4j
[22] graphdatabase
[18] connecteddata
[13] graphdatascience
[11] summerofnodes
[11] grandstack
[8] graphql
[8] graphconnect
[8] gds
[7] datascience

Top Hashtags in Tweet in G4:
[14] neo4j
[7] graphdatabases
[6] javacodegeeks
[4] java
[2] aws
[2] nosql
[2] panamapapers
[2] springboot
[1] databases
[1] database

Top Hashtags in Tweet in G5:
[41] neo4j
[31] javascript
[28] 100daysofcode
[20] yourappisagraph
[14] api
[11] graphql
[9] graphtechnology
[8] lowcoding
[8] graphdatabases
[7] frontend

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

Top Hashtags in Tweet in G7:
[27] neo4j
[3] grandstack
[2] neo4jcommander
[2] docker
[1] graphdb
[1] cypher
[1] graphdatabase
[1] connecteddata
[1] python
[1] kotlin

Top Hashtags in Tweet in G8:
[49] neo4j
[16] graphdatabase
[15] graphconnect
[9] connecteddata
[7] knowledgegraphs
[6] graphdatabases
[5] graphcast
[5] masterdatamanagement
[5] sparql
[4] graphalgorithms

Top Hashtags in Tweet in G10:
[2] neo4j
[2] bash
[2] datascience
[2] python
[1] rstats
[1] pyladies

Top Words
Top Words in Tweet in Entire Graph:
[1362] neo4j
[559] #neo4j
[430] graph
[276] data
[131] today
[127] using
[120] database
[114] knowledge
[106] build
[106] 19

Top Words in Tweet in G1:
[397] neo4j
[186] graph
[164] #neo4j
[109] data
[90] knowledge
[79] build
[76] 19
[75] today
[72] using
[69] covid

Top Words in Tweet in G2:
[254] neo4j
[102] #neo4j
[53] graph
[43] fmfrancoise
[32] data
[29] cyb3rward0g
[27] spring
[27] craigmullins
[27] rotnroll666
[26] gp_pulipaka

Top Words in Tweet in G3:
[227] neo4j
[117] #neo4j
[80] graph
[73] data
[28] science
[27] machine
[27] learning
[25] graphql
[23] twitch
[22] #graphdatabase

Top Words in Tweet in G4:
[89] neo4j
[26] graph
[14] #neo4j
[13] php
[12] database
[12] data
[12] kubernetes
[10] managed
[10] client
[9] backup

Top Words in Tweet in G5:
[138] neo4j
[62] graphileon
[41] #neo4j
[35] graph
[31] #javascript
[28] #100daysofcode
[26] nodejs
[26] graphql
[25] adamcowley
[21] part

Top Words in Tweet in G6:
[2] reythedev

Top Words in Tweet in G7:
[66] neo4j
[26] #neo4j
[17] graph
[14] mesirii
[12] more
[10] release
[9] commander
[8] use
[8] thanks
[7] app

Top Words in Tweet in G8:
[68] neo4j
[49] #neo4j
[19] connections
[17] talk
[17] graph
[16] #graphdatabase
[16] database
[15] #graphconnect
[15] data
[14] archives

Top Words in Tweet in G10:
[15] event
[15] spbail
[14] intro
[14] terminal
[14] jul
[14] 10
[14] 2020
[14] fri
[14] 9am
[14] pdt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] covid,19
[75] neo4j,graph
[65] knowledge,graph
[64] graph,database
[51] graph,databases
[49] data,science
[49] try,something
[49] something,today
[45] machine,learning
[44] neo4j,try

Top Word Pairs in Tweet in G1:
[69] covid,19
[60] knowledge,graph
[40] graph,using
[39] ve,created
[39] created,transparent
[39] transparent,reproducible
[39] reproducible,workflow
[39] workflow,build
[39] build,covid
[39] 19,net

Top Word Pairs in Tweet in G2:
[26] neo4j,cyb3rward0g
[26] cyb3rward0g,gp_pulipaka
[26] gp_pulipaka,craigmullins
[24] neo4j,nodexl
[24] nodexl,neo4j
[24] craigmullins,fmfrancoise
[22] fmfrancoise,rimpq
[19] fmfrancoise,neo4j
[16] contact,tracing
[15] covid,19

Top Word Pairs in Tweet in G3:
[28] data,science
[27] machine,learning
[25] neo4j,graph
[23] graph,data
[20] graph,powered
[18] powered,machine
[18] learning,essential
[18] essential,excerpts
[18] excerpts,alessandronegro
[18] alessandronegro,manningbooks

Top Word Pairs in Tweet in G4:
[10] neo4j,graph
[9] php,client
[8] graph,database
[8] managed,kubernetes
[7] neo4j,php
[6] client,neo4j
[5] graphql,api
[5] api,spring
[5] spring,boot
[5] boot,neo4j

Top Word Pairs in Tweet in G5:
[14] graphql,api
[14] api,spring
[14] spring,boot
[14] boot,neo4j
[14] neo4j,kong
[14] kong,part
[14] part,#api
[14] #api,#100daysofcode
[13] neo4j,desktop
[12] #yourappisagraph,#javascript

Top Word Pairs in Tweet in G7:
[7] neo4j,commander
[6] release,neo4j
[6] neo4j,spark
[6] spark,connector
[6] connector,today
[6] today,support
[6] support,#neo4j
[6] #neo4j,number
[6] number,improvements
[6] improvements,thanks

Top Word Pairs in Tweet in G8:
[12] missed,connections
[12] connections,tale
[12] tale,porsche
[12] porsche,paul
[12] paul,newman
[12] newman,relational
[12] relational,database
[11] #graphconnect,talk
[11] neilraden,hired
[11] hired,brains

Top Word Pairs in Tweet in G10:
[14] event,intro
[14] intro,terminal
[14] terminal,spbail
[14] spbail,jul
[14] jul,10
[14] 10,2020
[14] 2020,fri
[14] fri,9am
[14] 9am,pdt
[14] pdt,12pm

Top Replied-To
Top Replied-To in Entire Graph:
@chvest
@neo4j
@adamcowley
@rotnroll666
@lyonwj
@rvanbruggen
@pcrickard
@darthvader42
@fbiville
@ajsharp

Top Replied-To in G1:
@chvest
@neo4j
@rotnroll666
@forked_franz
@elise_deux
@datao
@emileifrem
@hugofirth
@jeppec
@mesirii

Top Replied-To in G2:
@rotnroll666
@rvanbruggen
@darthvader42
@chvest
@daschners
@neo4j
@rweverwijk
@normanmaurer
@asiru_erioluwa
@jimwebber

Top Replied-To in G3:
@pcrickard
@lyonwj
@chvest
@neo4j
@brocktibert
@adamcowley
@shasaur
@therobbrennan
@planvol
@rotnroll666

Top Replied-To in G5:
@adamcowley
@graphileon
@rorykoehler
@doctor_cerulean
@knightowl007
@ohsnapitsrobe
@idevpancakes
@mattparishdev
@chvest
@shasaur

Top Replied-To in G6:
@reythedev

Top Replied-To in G7:
@ajsharp
@fbiville
@studio_hungry
@neo4j
@karinwolok
@kjsjan
@taseroth
@chvest
@daschners
@darthvader42

Top Replied-To in G8:
@batch_stroke007

Top Replied-To in G9:
@bobdc

Top Replied-To in G10:
@dataumbrella

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

Top Mentioned in G1:
@neo4j
@peterwrose
@apple
@lyonwj
@medium
@ellazal
@rvanbruggen
@nav_mathur
@mesirii

Top Mentioned in G2:
@neo4j
@cyb3rward0g
@gp_pulipaka
@craigmullins
@rimpq
@fmfrancoise
@rotnroll666
@rvanbruggen
@lancewalter
@emileifrem

Top Mentioned in G3:
@neo4j
@ellazal
@medium
@alessandronegro
@manningbooks
@mesirii
@tb_tomaz
@lyonwj
@adamcowley
@tdatascience

Top Mentioned in G5:
@neo4j
@graphileon
@nodejs
@tomzeppenfeldt
@yworks
@the_devlist
@camsemantics
@adamcowley
@karora7190
@memgraphdb

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

Top Mentioned in G7:
@neo4j
@mesirii
@dgraphlabs
@netbizltd
@ellazal
@mdavidallen
@fbiville
@lyonwj
@karinwolok
@twarko

Top Mentioned in G8:
@neo4j
@neilraden
@barrasadv
@enzozaw
@nav_mathur
@izoratti
@graphconnect
@maxdemarzi
@astrazeneca
@adamcowley

Top Mentioned in G9:
@taxobob
@ahrenlehnert
@jure
@giuseppe_futia
@olafhartig
@dave_ideate
@fiziseka
@barrasadv
@andrewbrust
@sethearley

Top Mentioned in G10:
@spbail
@dataumbrella
@nycpyladies
@thomasroelens
@neo4j
@askdrstats
@baumerben

Top Tweeters
Top Tweeters in Entire Graph:
@pypi_updates2
@chidambara09
@cybersec_feeds
@aaroncuddeback
@thomasclone
@ottlegalrebels
@rosenchild
@codernotesbot
@1_djr123
@taieb_bot

Top Tweeters in G1:
@cristin57273685
@dataaugmented
@mariuskarma
@nandosuk
@mvargasgarro
@bitprophet
@ml_tweet_bot
@alternative200
@e_nterdiscipl
@intoleranse

Top Tweeters in G2:
@cybersec_feeds
@ottlegalrebels
@ssxman2
@websecurityit
@tijd
@fmfrancoise
@wil_bielert
@techrepublic
@nvsdata
@gdprai

Top Tweeters in G3:
@justbementalist
@thecuriousluke
@hubofml
@pvynckier
@heiseonline
@funkatron
@nopiedra
@manningbooks
@supporterbottv
@gaialive

Top Tweeters in G4:
@pypi_updates2
@evanderburg
@m157q_news_rss
@call_user_func
@trumpathon
@leonardonam
@osses
@supplychainsn
@thechestnutpost
@xapper_

Top Tweeters in G5:
@aaroncuddeback
@codernotesbot
@taieb_bot
@xaelbot
@codedailybot
@100xcode
@indiegameguys
@learn__together
@jsnewsbot
@thedeveloperbot

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

Top Tweeters in G7:
@kjsjan
@adron
@markhneedham
@twarko
@fbiville
@youngapp_pf
@sixwing
@ajsharp
@chris_evelo
@mesirii

Top Tweeters in G8:
@chidambara09
@ricardo_ik_ahau
@greentechdon
@ewalds6
@formacionenmk
@kellblog
@jonerp
@neilraden
@bernix01
@rasulvatsan

Top Tweeters in G9:
@andrewbrust
@jbernoff
@alanmorrison
@linked_do
@sethearley
@bobdc
@ontotext
@giuseppe_futia
@taxobob
@semwebcompany

Top Tweeters in G10:
@rstatstweet
@cool_python
@spbail
@reshamas
@askdrstats
@r_forwards
@baumerben
@juliaconorg
@bexthehexx
@pyladies