neo4j, Twitter, 10/12/2021 12:49:18 PM, 264370


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neo4j_2021-10-11_22-24-00.xlsx
neo4j_2021-10-11_22-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2021
Short Description:
neo4j via NodeXL https://bit.ly/3aKuoJL
@neo4j
@swapnakpanda
@mcolebrook
@tigergraphdb
@jahedul0789
@gp_pulipaka
@developerbot_v1
@majidsa42985270
@prometheus_bot
@craigmullins

Top hashtags:
#neo4j
#graphdatabase
#panamapapers
#learning
#dataanalytics

Description:
Description
The graph represents a network of 1,832 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, 12 October 2021 at 05:26 UTC.

The requested start date was Tuesday, 12 October 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, 22-hour, 35-minute period from Tuesday, 28 September 2021 at 00:22 UTC to Monday, 11 October 2021 at 22:57 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 : 1832
Unique Edges : 1346
Edges With Duplicates : 4683
Total Edges : 6029
Number of Edge Types : 5
Replies to : 379
Retweet : 1832
MentionsInRetweet : 2446
Mentions : 1066
Tweet : 306
Self-Loops : 327
Reciprocated Vertex Pair Ratio : 0.0300891530460624
Reciprocated Edge Ratio : 0.0584204832311576
Connected Components : 158
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 1614
Maximum Edges in a Connected Component : 5799
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.974632
Graph Density : 0.000826677382965378
Modularity : 0.343106
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,832 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, 12 October 2021 at 05:26 UTC.

The requested start date was Tuesday, 12 October 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, 22-hour, 35-minute period from Tuesday, 28 September 2021 at 00:22 UTC to Monday, 11 October 2021 at 22:57 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:
[133] https://webjahedul.blogspot.com/2021/09/15-healthy-low-carb-food-finds-at-aldi.html
[58] https://webjahedul.blogspot.com/2021/10/unvaccinated-ri-health-care-workers.html
[41] https://webjahedul.blogspot.com/2021/09/reset-your-health-and-lose-weight-in-as.html
[25] https://www.linkedin.com/company/health-tips1
[21] https://webjahedul.blogspot.com/2021/09/experts-say-these-healthy-foods-can.html
[18] http://rocketdatascience.org/?p=1439
[17] https://twitter.com/neo4j/status/1314024715585871873
[15] https://towardsdatascience.com/analyzing-travel-logs-of-digital-nomads-with-neo4j-graph-data-science-b7a13d6ba544?source=social.tw
[14] https://techno147.blogspot.com/2021/09/what-is-it-beginners-guide-to.html
[12] https://info.tigergraph.com/buyers-guide-thank-you-part1?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial

Top URLs in Tweet in G1:
[3] https://okt.to/L8Q39U
[3] https://twitter.com/neo4j/status/1314024715585871873
[3] https://www.youtube.com/watch?v=Gw2XdVUrnzA&feature=youtu.be

[2] https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005968
[2] https://neo4j.com/graphacademy/online-training/introduction-to-neo4j/?ref=social-camp
[2] https://github.com/lju-lazarevic/discoveraurafree
[2] https://graphstuff.fm/
[2] https://towardsdatascience.com/analyzing-travel-logs-of-digital-nomads-with-neo4j-graph-data-science-b7a13d6ba544?source=social.tw
[2] https://link.medium.com/2CjfYYy46jb
[2] https://developercommunity.blog/2021/10/10/helidon-and-neo4j-by-mitia-alexandrov/

Top URLs in Tweet in G2:
[16] http://rocketdatascience.org/?p=1439
[11] https://towardsdatascience.com/analyzing-travel-logs-of-digital-nomads-with-neo4j-graph-data-science-b7a13d6ba544?source=social.tw
[10] https://graphstuff.fm/
[8] https://neo4j.com/blog/knowledge-graphs-data-in-context-for-responsive-businesses-new-book/
[5] https://webjahedul.blogspot.com/2021/09/15-healthy-low-carb-food-finds-at-aldi.html
[3] https://netbizltd.com/neo4j/
[3] https://neo4j.com/case-studies/german-centre-diabetes-research-dzd/
[3] https://t.me/thebullishtoken
[3] https://link.medium.com/KIvd0dwsWjb
[2] https://twitter.com/neo4j/status/1445423293155188737

Top URLs in Tweet in G3:
[9] https://www.heise.de/news/Java-Framework-Quarkus-2-3-bringt-Dev-Service-fuer-Neo4j-6211480.html
[5] https://www.icij.org/investigations/pandora-papers/about-pandora-papers-leak-dataset/
[4] https://www.youtube.com/watch?v=m2tVENdLJk4&feature=youtu.be

[2] https://ttabvue.uspto.gov/ttabvue/v?pno=91269705&pty=OPP
[2] https://okt.to/SQ7Y6f
[2] https://twitter.com/emileifrem/status/1444741688832970757
[2] https://www.meetup.com/Neo4j-Online-Meetup/events/280769216/?_xtd=gqFyqTE4NTAwNDYwM6Fwo2FwaQ&from=ref
[1] https://www.youtube.com/watch?app=desktop&v=7iONKK8gleM&list=PL9Hl4pk2FsvVZaoIpfsfpdzEXxyUJlAYw&index=8
[1] https://github.com/neo4j-examples/discoveraurafree#week-9-gdelt-project
[1] https://sandbox.neo4j.com/

Top URLs in Tweet in G4:
[128] https://webjahedul.blogspot.com/2021/09/15-healthy-low-carb-food-finds-at-aldi.html
[56] https://webjahedul.blogspot.com/2021/10/unvaccinated-ri-health-care-workers.html
[39] https://webjahedul.blogspot.com/2021/09/reset-your-health-and-lose-weight-in-as.html
[23] https://www.linkedin.com/company/health-tips1
[21] https://webjahedul.blogspot.com/2021/09/experts-say-these-healthy-foods-can.html
[13] https://techno147.blogspot.com/2021/09/what-is-it-beginners-guide-to.html
[8] https://webprotheme.co/apress-wordpress-theme-v6-0-1-theme-gpl-free/
[8] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3dlYjI0amFoZWR1bC9jb3B5LWNsb25lLW9yLWR1cGxpY2F0ZS1hbnktd29yZHByZXNzLXdlYnNpdGU/&uuid=4d1af7fa-15bb-11ec-8f9f-7164667a5877&vid=
[7] https://github.com/neo4j/neo4j-python-driver
[5] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3dlYjI0amFoZWR1bC9maXgtYW5kLXJlZGVzaWduLWNhcnQtY2hlY2tvdXQtdGhhbmsteW91LXByb2R1Y3QtcGFnZS1vci1mdWxsLXdvb2NvbW1lcmNlLz8=&uuid=c4576c77-271d-11ec-944c-4d5967416b71&vid=

Top URLs in Tweet in G5:
[10] https://twitter.com/neo4j/status/1314024715585871873
[7] https://www.tigergraph.com/blogs/benchmark/truth-behind-neo4js-trillion-relationship-graph/
[6] https://news.ycombinator.com/item?id=28707310
[4] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[3] https://twitter.com/neo4j/status/1314349102889668609
[3] https://neo4j.com/developer-blog/exploring-the-pandora-papers-with-neo4j/
[2] https://megabsc.finance/
[2] https://twitter.com/neo4j/status/1314092663402983424
[2] https://twitter.com/neo4j/status/1445148480490688515
[2] https://www.jcommerce.eu/jpro/articles/neo4j-invitation-to-graph-databases?utm_source=quu&utm_medium=cpc&utm_campaign=Neo4j%20invitation%20to%20graph%20databases&utm_content=post&ref=quuu

Top URLs in Tweet in G6:
[11] https://info.tigergraph.com/buyers-guide-thank-you-part1?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[5] https://info.tigergraph.com/ldbc-benchmark-thank-you-0?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[2] https://www.tigergraph.com/jaguar-land-rover/
[1] https://www.theregister.com/2021/05/10/jaguar_land_rover_tigergraph/?utm_content=168355588&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://info.tigergraph.com/ldbc-benchmark-thank-you?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[1] https://twitter.com/saranormous/status/1444138166743547904

Top URLs in Tweet in G7:
[3] https://stories-and-article.blogspot.com/2021/10/what-is-tri-band-router.html
[2] https://stories-and-article.blogspot.com/2021/09/what-is-telnet.html
[2] https://stories-and-article.blogspot.com/2021/09/what-is-networking-tools-hardware.html
[2] https://www.fiverr.com/share/0daZda
[1] https://be-electro.blogspot.com/2021/10/wyze-cam-v3-with-color-night-vision.html
[1] https://stories-and-article.blogspot.com/2021/10/what-is-proxy-server.html
[1] https://stories-and-article.blogspot.com/2021/10/the-different-backup-types_5.html
[1] https://twitter.com/neo4j/status/1313767588565069824
[1] https://twitter.com/neo4j/status/1314092663402983424
[1] https://medium.com/virtuoso-blog/adding-virtuoso-sparql-results-to-a-neo4j-property-graph-e73786cff87e

Top URLs in Tweet in G8:
[3] http://www.globalbigdataconference.com/news/146972/big-data-shines-a-light-on-bad-actors-but-shadows-remain.html
[1] https://neo4j.com/graphacademy/

Top URLs in Tweet in G9:
[2] https://twitter.com/neo4j/status/1314024715585871873?s=20
[2] https://twitter.com/TeamCirclown/status/1442988760233283585/video/1
[1] https://twitter.com/neo4j/status/1314295499931840512

Top URLs in Tweet in G10:
[8] https://www.youtube.com/watch?v=gs1D-uB-qOw&feature=youtu.be

[5] https://www.youtube.com/watch?v=dQFsKO5ahXE

[4] https://www.youtube.com/watch?v=KapJV9d5fhw&feature=youtu.be

[4] https://www.youtube.com/watch?v=IkKNk5JE1cQ&feature=youtu.be

[2] https://www.youtube.com/watch?v=nP8VWLaF29Q&feature=youtu.be

[2] https://youtu.be/9VlENe-jpig
[2] https://www.youtube.com/watch?v=x75Hdau_ZZQ&feature=youtu.be

[2] https://www.youtube.com/watch?v=9VlENe-jpig&feature=youtu.be

[2] https://graphstuff.fm/episodes/finding-data-for-your-graph-adventures-with-neo4j
[1] https://venturebeat.com/2021/10/06/open-source-graph-database-company-arangodb-raises-27-8m/

Top Domains
Top Domains in Tweet in Entire Graph:
[281] blogspot.com
[94] twitter.com
[86] neo4j.com
[57] youtube.com
[46] okt.to
[39] towardsdatascience.com
[39] linkedin.com
[33] fiverr.com
[30] tigergraph.com
[29] medium.com

Top Domains in Tweet in G1:
[42] okt.to
[33] neo4j.com
[15] youtube.com
[14] twitter.com
[7] medium.com
[5] github.com
[4] blogspot.com
[4] dataidols.com
[3] towardsdatascience.com
[3] fiverr.com

Top Domains in Tweet in G2:
[19] neo4j.com
[16] rocketdatascience.org
[14] twitter.com
[13] towardsdatascience.com
[12] graphstuff.fm
[9] medium.com
[8] blogspot.com
[6] fiverr.com
[4] youtube.com
[3] netbizltd.com

Top Domains in Tweet in G3:
[11] neo4j.com
[10] heise.de
[9] twitter.com
[6] youtube.com
[6] icij.org
[4] github.com
[3] meetup.com
[3] linkedin.com
[2] uspto.gov
[2] wsj.com

Top Domains in Tweet in G4:
[257] blogspot.com
[23] linkedin.com
[19] fiverr.com
[13] towardsdatascience.com
[11] webprotheme.co
[10] twitter.com
[7] github.com
[5] graphqleditor.com
[4] medium.com
[2] dormoshe.io

Top Domains in Tweet in G5:
[31] twitter.com
[14] neo4j.com
[8] tigergraph.com
[7] towardsdatascience.com
[7] medium.com
[6] ycombinator.com
[6] linkedin.com
[3] connpass.com
[3] fiverr.com
[2] megabsc.finance

Top Domains in Tweet in G6:
[19] tigergraph.com
[1] theregister.com
[1] twitter.com

Top Domains in Tweet in G7:
[10] blogspot.com
[2] twitter.com
[2] fiverr.com
[1] medium.com

Top Domains in Tweet in G8:
[3] globalbigdataconference.com
[1] neo4j.com

Top Domains in Tweet in G9:
[5] twitter.com

Top Domains in Tweet in G10:
[27] youtube.com
[2] youtu.be
[2] graphstuff.fm
[1] venturebeat.com
[1] graphlytic.biz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[758] neo4j
[580] graphdatabase
[403] panamapapers
[335] learning
[326] dataanalytics
[306] machinelearning
[293] bigdata
[268] datascience
[99] graphalgorithms
[99] gameofthrones



Top Hashtags in Tweet in G1:
[496] graphdatabase
[360] panamapapers
[111] neo4j
[76] datascience
[66] graphalgorithms
[65] gameofthrones
[18] twin4j
[18] pandorapapers
[16] paysim
[15] recommendations

Top Hashtags in Tweet in G2:
[126] neo4j
[45] datascience
[36] bigdata
[23] ai
[22] machinelearning
[17] linkeddata
[17] algorithms
[15] graphdatabase
[12] learning
[12] dataanalytics

Top Hashtags in Tweet in G3:
[42] neo4j
[30] pandorapapers
[26] fincenfiles
[23] graphdatabase
[14] panamapapers
[10] java
[9] pandoraleaks
[6] bdaip21
[6] bigdataparis
[5] fikawithus

Top Hashtags in Tweet in G4:
[371] neo4j
[305] dataanalytics
[304] learning
[266] machinelearning
[247] bigdata
[114] datascience
[66] website
[66] wordpress
[66] webdesign
[66] fiverr

Top Hashtags in Tweet in G5:
[20] neo4j
[6] panamapapers
[5] datascience
[5] graph
[5] learning
[4] pandorapapers
[4] graphdatabase
[2] crypto
[2] nosql
[2] graphdatabases

Top Hashtags in Tweet in G6:
[3] neo4j
[2] supplychain
[2] graphanalytics
[2] graphdb
[2] innovation
[2] ml
[2] ai
[2] bi
[2] bigdata
[2] graphdatabase

Top Hashtags in Tweet in G7:
[6] neo4j
[5] doyoung
[5] 도영
[5] mark
[5] odbc
[5] jdbc
[4] sql
[3] graphdatabase
[3] heygoogle
[3] business

Top Hashtags in Tweet in G8:
[4] bigdata
[4] neo4j
[4] python
[4] machinelearning
[2] analytics
[2] nosql
[2] iot
[1] deeplearning
[1] artificiallintelligence
[1] cassandra

Top Hashtags in Tweet in G9:
[37] neo4j
[29] graphdatabase
[11] panamapapers
[8] datascience
[7] graphalgorithms
[7] gameofthrones
[5] recommendations
[4] fincenfiles
[4] paysim
[2] bitcoin

Top Hashtags in Tweet in G10:
[13] lowcode
[10] yourappisagraph
[9] nocode
[8] api
[7] cypher
[6] lowcodenocode
[6] anzograph
[5] database
[5] pandorapapers
[4] howto

Top Words
Top Words in Tweet in Entire Graph:
[1861] neo4j
[800] data
[758] #neo4j
[728] today
[695] try
[694] something
[580] #graphdatabase
[561] explore
[542] set
[473] easy

Top Words in Tweet in G1:
[835] neo4j
[573] today
[553] something
[552] try
[538] data
[496] #graphdatabase
[478] explore
[462] set
[411] easy
[398] started

Top Words in Tweet in G2:
[257] neo4j
[126] #neo4j
[97] ellazal
[91] graph
[87] data
[80] alexandererdl
[47] episode
[46] free
[45] #datascience
[40] link

Top Words in Tweet in G3:
[236] neo4j
[81] icijorg
[42] #neo4j
[39] data
[36] using
[33] latest
[31] today
[30] #pandorapapers
[30] icij
[30] stack

Top Words in Tweet in G4:
[371] #neo4j
[305] #dataanalytics
[304] #learning
[266] #machinelearning
[255] jahedul0789
[247] #bigdata
[149] healthy
[128] 15
[128] low
[128] carb

Top Words in Tweet in G5:
[81] neo4j
[33] graph
[20] #neo4j
[16] data
[16] cypher
[12] behind
[11] truth
[11] trillion
[11] relationship
[11] algorithms

Top Words in Tweet in G6:
[67] tigergraph
[58] tigergraphdb
[47] learn
[46] neo4j
[41] database
[36] graph
[34] jaguar
[34] land
[24] rover's
[24] trials

Top Words in Tweet in G7:
[20] neo4j
[14] peterhotez
[11] sylviaduckworth
[7] moodewji
[7] ogeisimo
[7] fgdewji
[7] drdaltonsmith
[7] shewardmills
[7] openlink
[6] #neo4j

Top Words in Tweet in G8:
[59] october
[59] learning
[59] fest
[59] looking
[59] authentic
[59] resources
[59] learn
[59] tech
[59] curated
[59] list

Top Words in Tweet in G9:
[104] neo4j
[80] today
[79] try
[79] something
[46] graphql
[37] #neo4j
[36] spin
[35] instance
[35] cloud
[35] start

Top Words in Tweet in G10:
[52] neo4j
[52] graphileon
[19] graph
[16] machine
[15] query
[13] exploring
[13] #lowcode
[12] under
[11] datastax
[11] using

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[692] try,something
[691] something,today
[678] neo4j,try
[541] data,set
[532] today,explore
[430] easy,started
[390] explore,#panamapapers
[388] set,#graphdatabase
[388] #graphdatabase,sandbox
[387] #panamapapers,data

Top Word Pairs in Tweet in G1:
[552] try,something
[552] something,today
[543] neo4j,try
[471] today,explore
[462] data,set
[393] easy,started
[360] set,#graphdatabase
[359] #graphdatabase,sandbox
[359] sandbox,easy
[359] explore,#panamapapers

Top Word Pairs in Tweet in G2:
[75] alexandererdl,ellazal
[43] neo4j,alexandererdl
[38] aura,free
[37] discover,#neo4j
[37] #neo4j,aura
[33] link,prediction
[32] neo4j,miss
[32] episode,discover
[32] free,alexandererdl
[32] ellazal,catch

Top Word Pairs in Tweet in G3:
[28] technology,stack
[26] neo4j,#fincenfiles
[26] #fincenfiles,latest
[26] latest,exposition
[26] exposition,icijorg
[26] icijorg,vast
[26] vast,network
[26] network,industrial
[26] industrial,scale
[26] scale,money

Top Word Pairs in Tweet in G4:
[304] #neo4j,#learning
[304] #learning,#dataanalytics
[207] #dataanalytics,#machinelearning
[189] #machinelearning,#bigdata
[128] 15,healthy
[128] healthy,low
[128] low,carb
[128] carb,food
[128] food,finds
[128] finds,#neo4j

Top Word Pairs in Tweet in G5:
[16] neo4j,cypher
[15] cypher,neo4j
[11] truth,behind
[11] behind,neo4j
[11] neo4j,trillion
[11] trillion,relationship
[11] relationship,graph
[8] neo4j,graph
[7] data,science
[7] graph,algorithms

Top Word Pairs in Tweet in G6:
[34] jaguar,land
[34] graph,database
[24] learn,jaguar
[24] land,rover's
[24] rover's,trials
[24] trials,tribulations
[24] tribulations,path
[24] path,tigergraph
[24] tigergraph,graph
[24] database,scale

Top Word Pairs in Tweet in G7:
[7] moodewji,peterhotez
[7] peterhotez,ogeisimo
[7] ogeisimo,peterhotez
[7] neo4j,fgdewji
[7] fgdewji,sylviaduckworth
[7] sylviaduckworth,drdaltonsmith
[7] neo4j,openlink
[6] mutazalsabah,kalrasadi
[6] kalrasadi,dr_i3rahimsaleh
[6] dr_i3rahimsaleh,almuftifawaz

Top Word Pairs in Tweet in G8:
[59] october,learning
[59] learning,fest
[59] fest,looking
[59] looking,authentic
[59] authentic,resources
[59] resources,learn
[59] learn,tech
[59] tech,curated
[59] curated,list
[58] swapnakpanda,october

Top Word Pairs in Tweet in G9:
[79] neo4j,try
[79] try,something
[79] something,today
[35] today,spin
[35] spin,#neo4j
[35] #neo4j,instance
[35] instance,cloud
[35] cloud,start
[35] start,querying
[35] querying,graphql

Top Word Pairs in Tweet in G10:
[11] yworks,ag_grid
[9] #lowcode,#nocode
[8] machine,machine
[8] machine,interactions
[8] interactions,neo4j
[8] neo4j,stores
[8] stores,graphileon
[8] graphileon,offers
[8] offers,easy
[8] easy,use

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@ellazal
@mquinsland
@linuxlkml
@justmyrealname
@mesirii
@jodfxi
@rotnroll666
@jak_sky
@wirsel

Top Replied-To in G1:
@neo4j
@jodfxi
@wirsel
@perronoyno
@rotnroll666
@human_nist
@tylerjensen6502
@jak_sky
@tbrantb
@andrewpadilla1

Top Replied-To in G2:
@neo4j
@ellazal
@lyonwj
@mdavidallen
@danja
@jak_sky
@mquinsland
@datao
@st3llasia
@washingtonpost

Top Replied-To in G3:
@neo4j
@mquinsland
@shelajev
@akoko_bob
@rotnroll666
@joedepeau
@graphileon
@ellazal
@samfungcl
@k3vk4

Top Replied-To in G4:
@neo4j
@jcodingplace

Top Replied-To in G6:
@python

Top Replied-To in G7:
@mutazalsabah
@shewardmills
@neo4j

Top Replied-To in G9:
@neo4j
@poligrafog
@comunesperanza

Top Replied-To in G10:
@mesirii
@aploetz
@neo4j
@denisekgosnell
@arangodb
@tonkkatonka

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@jahedul0789
@icijorg
@ellazal
@alexandererdl
@swapnakpanda
@mofficialbillah
@tigergraphdb
@gp_pulipaka
@graphql

Top Mentioned in G1:
@neo4j
@icijorg
@ellazal
@alexandererdl
@emileifrem
@mesirii
@tb_tomaz
@jmhreif
@lyonwj
@cjlovesdata1

Top Mentioned in G2:
@neo4j
@ellazal
@alexandererdl
@tb_tomaz
@resonatecoop
@kirkdborne
@lyonwj
@tdatascience
@graviteeio
@icijorg

Top Mentioned in G3:
@neo4j
@icijorg
@emileifrem
@linkurious
@rvanbruggen
@mesirii
@alexandererdl
@daschners
@rrrouyer
@heisedc

Top Mentioned in G4:
@jahedul0789
@mofficialbillah
@gp_pulipaka
@neo4j
@jahedul16776939
@mstbilkiskhatu2
@graphqltrends
@yi3ldfarmer
@shashiwhocodes
@summerk17742538

Top Mentioned in G5:
@_arul

Top Mentioned in G6:
@tigergraphdb
@neo4j
@theregister
@rapidsai
@projectjupyter
@pandas_dev
@streamlit
@jupyter
@reactjs

Top Mentioned in G7:
@neo4j
@sylviaduckworth
@moodewji
@peterhotez
@ogeisimo
@fgdewji
@drdaltonsmith
@openlink
@idiazayuso
@kalrasadi

Top Mentioned in G8:
@swapnakpanda
@bigdataconf
@gp_pulipaka

Top Mentioned in G9:
@neo4j
@graphql
@cod
@codesandbox
@icijorg
@alexandererdl
@ellazal
@iota
@mesirii
@gp_pulipaka

Top Mentioned in G10:
@neo4j
@graphileon
@datastax
@yworks
@ag_grid
@graphdatabases
@redislabs
@tomzeppenfeldt
@jqwidgets
@mesirii

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@threadreaderapp
@chidambara09
@linuxlkml
@xaelbot
@codedailybot
@5fec93919a544d3
@bigtimefootball
@remindme_ofthis
@thedeveloperbot

Top Tweeters in G1:
@threadreaderapp
@bigtimefootball
@remindme_ofthis
@ary_antipt
@netminnow
@fantasticradioo
@gmizrachi
@18akgoyal
@edgardogarciasa
@ml_tweet_bot

Top Tweeters in G2:
@hubofml
@machinelearnflx
@the404code
@lkafle
@syawal
@ft
@nba
@datascience__
@developerbot_v1
@smithseigel1

Top Tweeters in G3:
@nicochan33
@washingtonpost
@k3vk4
@badruddeen
@jotatx
@echeloni2p
@heiseonline
@hmandirola
@82jjc
@wcontreiras

Top Tweeters in G4:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@b1e56df9ce6549f
@ipythonistabot
@discovertech3
@morolswediu

Top Tweeters in G5:
@hntweets
@angsuman
@chuckbaggett
@realgophersship
@cangri2k5
@winsontang
@vctoratenciog
@ritmonegro
@peterwolfffff
@marceausophie3

Top Tweeters in G6:
@5fec93919a544d3
@das_sharu
@yazdjbilimoria
@agussup39011241
@zibrailmohamma3
@brlanray
@toptoross
@sorabhs17816693
@jaydevsaha7
@theregister

Top Tweeters in G7:
@discriminantbot
@hragy
@raehanbobby
@steltenpower
@porter_anderson
@twentytenmedia
@prosper_kenn
@nctdaoying
@kidehen
@dpradhanbjp

Top Tweeters in G8:
@serverlessfan
@mike_adama
@thejidelagos
@mr_baagii
@austin_castel
@gomolemo_mogau
@bigdataconf
@reachabi
@dininfiliya
@__kayce__

Top Tweeters in G9:
@nensoniuch
@_akamig
@pncdeguatemala
@calzole
@pinmarch_t
@mingobguate
@yogeshbang
@enrikelopez
@subhobrata1
@maruja04741108

Top Tweeters in G10:
@news_nocode
@flt_s3nyo
@zriha
@craigmullins
@lowcodebot
@netokracija
@teradata
@filemakertoday
@couchbase
@mongodb