graph database, Twitter, 11/20/2019 2:53:37 PM, 216839


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graph database_2019-11-20_06-48-13.xlsx
graph database_2019-11-20_06-48-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2019
Short Description:
graph database via NodeXL http://bit.ly/2Xv6V7C
@neo4j
@abridgwater
@emileifrem
@forbes
@mcolebrook
@yvesmulkers
@mesirii
@bobehayes
@unterstein
@techcrunch

Top hashtags:
#neo4j
#neo4jaura
#graphdatabase
#analytics
#database
#graph
#aura
#nlp
#graphdatabases

Description:
Description
The graph represents a network of 906 Twitter users whose tweets in the requested range contained "graph database", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 November 2019 at 14:48 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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, 22-hour, 20-minute period from Tuesday, 05 November 2019 at 01:18 UTC to Monday, 18 November 2019 at 23:39 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 : 906
Unique Edges : 1208
Edges With Duplicates : 253
Total Edges : 1461
Number of Edge Types : 3
Mentions : 1072
Tweet : 349
Replies to : 40
Self-Loops : 349
Reciprocated Vertex Pair Ratio : 0.0263959390862944
Reciprocated Edge Ratio : 0.0514342235410485
Connected Components : 300
Single-Vertex Connected Components : 223
Maximum Vertices in a Connected Component : 388
Maximum Edges in a Connected Component : 882
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.741703
Graph Density : 0.00123303208810508
Modularity : 0.624107
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 906 Twitter users whose tweets in the requested range contained "graph database", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 November 2019 at 14:48 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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, 22-hour, 20-minute period from Tuesday, 05 November 2019 at 01:18 UTC to Monday, 18 November 2019 at 23:39 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 : graph database
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[107] https://techcrunch.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/
[53] https://neo4j.com/emil/neo4j-aura-graph-database-as-a-service/?ref=social-blog
[52] https://techcrunch.com/2009/10/27/neo-technology-commercializes-next-generation-graph-based-database/
[28] https://neo4j.com/blog/introducing-neo4j-aura-a-new-graph-database-as-a-service/
[22] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/
[20] https://techcrunch.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/?utm_source=dlvr.it&utm_medium=twitter
[18] https://www.zdnet.com/article/small-or-medium-business-neo4j-wants-to-run-a-graph-database-for-you-in-the-cloud/
[10] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/#3dfc5297195b
[10] https://neo4j.com/emil/neo4j-aura-graph-database-as-a-service/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=introducing-neo4j-aura-a-new-graph-database-as-a-service-http-2204616
[10] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/#381a69af195b

Top URLs in Tweet in G1:
[46] https://techcrunch.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/
[17] https://techcrunch.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/?utm_source=dlvr.it&utm_medium=twitter
[4] https://techcrunch.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[4] https://www.zdnet.com/article/small-or-medium-business-neo4j-wants-to-run-a-graph-database-for-you-in-the-cloud/#ftag=RSSbaffb68
[4] https://www.infoworld.com/article/3453384/dse-graph-review-graph-database-does-double-duty.html#tk.rss_all
[3] https://neo4j.com/blog/introducing-neo4j-aura-a-new-graph-database-as-a-service/
[3] https://newsbay.com.ng/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/
[3] https://dailynewsgh.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/
[3] https://www.zdnet.com/article/small-or-medium-business-neo4j-wants-to-run-a-graph-database-for-you-in-the-cloud/
[3] https://dev.to/dashbird/graph-db-in-serverless-flavor-hacking-dynamodb-5b66?utm_content=buffer68f34&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[47] https://techcrunch.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/
[14] https://neo4j.com/emil/neo4j-aura-graph-database-as-a-service/?ref=social-blog
[6] https://neo4j.com/blog/introducing-neo4j-aura-a-new-graph-database-as-a-service/
[4] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/
[4] https://neo4j.com/emil/neo4j-aura-graph-database-as-a-service/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=introducing-neo4j-aura-a-new-graph-database-as-a-service-http-2204616
[4] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/#3dfc5297195b
[3] https://www.youtube.com/watch?v=GW4s58u8PZo&feature=youtu.be

[3] https://www.computerworld.com/article/3452524/neo4j-unveils-its-first-as-a-service-graph-database.html?utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=neo4j-unveils-its-first-as-a-service-graph-database-httpgagg-2221067
[3] https://solutionsreview.com/data-management/neo4j-unveils-new-fully-managed-graph-database-called-neo4j-aura/
[3] https://www.prnewswire.com/news-releases/announcing-neo4j-aura-the-worlds-most-powerful-graph-database-in-the-cloud-300952317.html

Top URLs in Tweet in G3:
[48] https://techcrunch.com/2009/10/27/neo-technology-commercializes-next-generation-graph-based-database/
[32] https://neo4j.com/emil/neo4j-aura-graph-database-as-a-service/?ref=social-blog
[17] https://neo4j.com/blog/introducing-neo4j-aura-a-new-graph-database-as-a-service/
[6] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/#3dfc5297195b
[6] https://techcrunch.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/
[5] https://neo4j.com/emil/neo4j-aura-graph-database-as-a-service/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=introducing-neo4j-aura-a-new-graph-database-as-a-service-http-2204616
[5] http://neo4j.com/developer/aura-cloud-dbaas/
[3] https://neo4j.com/emil/neo4j-aura-graph-database-as-a-service/
[2] https://neo4j.com/emil/neo4j-aura-graph-database-as-a-service/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=introducing-neo4j-aura-a-new-graph-database-as-a-service-http-2204422
[2] https://techcrunch.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/?utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=News%20(GaggleAMP)&utm_content=neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-2204423

Top URLs in Tweet in G4:
[10] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/
[9] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/#381a69af195b
[4] https://www.datasciencecentral.com/profiles/blogs/data-modelling-topologies-of-a-graph-database
[3] http://ruptive.cx/
[3] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/#7c44d539195b
[3] https://neo4j.com/emil/neo4j-aura-graph-database-as-a-service/?ref=social-blog
[3] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/#39269e0c195b
[2] https://www.informationweek.com/big-data/ai-machine-learning/10-data-and-analytics-trends-for-2020/d/d-id/1336310
[2] https://www.forbes.com/sites/adrianbridgwater/2019/11/01/why-your-next-database-is-a-graph/#572998df195b
[2] https://www.linkedin.com/slink?code=fScthPh

Top URLs in Tweet in G5:
[2] https://www.7wdata.be/data-analysis/four-common-graph-database-use-cases-you-need-to-know/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-20-7wBlog
[1] http://www.7wdata.be/x/aHR0cHM6Ly93d3cuN3dkYXRhLmJlL2RhdGEtYW5hbHlzaXMvZm91ci1jb21tb24tZ3JhcGgtZGF0YWJhc2UtdXNlLWNhc2VzLXlvdS1uZWVkLXRvLWtub3cv/aHR0cHM6Ly93d3cuN3dkYXRhLmJlL3dwLWNvbnRlbnQvdXBsb2Fkcy8yMDE5LzA2L29pZV9mcU9YMW84STJsSGFqcGcucG5n/Rm91ciBDb21tb24gR3JhcGggRGF0YWJhc2UgVXNlIENhc2VzIFlvdSBOZWVkIHRvIEtub3c=/QSBncmFwaCBkYXRhYmFzZSBpcyBkZXNpZ25lZCBhcm91bmQgdGhlIGNvbmNlcHQgb2YgYSBtYXRoZW1hdGljYWwgZ3JhcGguIFVubGlrZSByZWxhdGlvbmFsIGRhdGFiYXNlcywgdGhleSBhbGxvdyB5b3UgdG8gY29ubmVjdCBkYXRhIHRvZ2V0aGVyLiBUaGlzIGVuYWJsZXMgdXNlcnMgdG8gdGFrZSBhZHZhbnRhZ2Ugb2Ygc3Bl
[1] http://www.7wdata.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

Top URLs in Tweet in G6:
[1] http://community.datastax.com
[1] http://academy.datastax.com

Top URLs in Tweet in G7:
[2] https://neo4j.com/blog/introducing-neo4j-aura-a-new-graph-database-as-a-service/

Top URLs in Tweet in G8:
[2] https://docs.aws.amazon.com/neptune/latest/userguide/streams.html?sc_channel=sm&sc_campaign=Docs&sc_publisher=TWITTER&sc_country=Global&sc_geo=GLOBAL&sc_outcome=awareness&trk=Docs_TWITTER&sc_content=Docs&linkId=76537622
[1] https://techcrunch.com/2019/11/06/neo4j-introduces-new-cloud-service-to-simplify-building-a-graph-database/
[1] https://aws.amazon.com/blogs/database/capture-graph-changes-using-neptune-streams/

Top URLs in Tweet in G9:
[1] https://www.factscentral.site/00_Synthesis-15.06.19.htm
[1] https://factscentral.site/Graph.html
[1] https://twitter.com/StillDelvingH/status/1075165130395185153
[1] https://twitter.com/StillDelvingH/status/1061574387017621505

Top Domains
Top Domains in Tweet in Entire Graph:
[191] techcrunch.com
[124] neo4j.com
[63] forbes.com
[29] zdnet.com
[14] twitter.com
[13] tigergraph.com
[12] linkedin.com
[11] amazon.com
[10] infoworld.com
[7] asdreports.com

Top Domains in Tweet in G1:
[71] techcrunch.com
[12] neo4j.com
[12] zdnet.com
[9] infoworld.com
[8] linkedin.com
[5] dlvr.it
[4] forbes.com
[3] greeen.info
[3] twitter.com
[3] com.ng

Top Domains in Tweet in G2:
[50] techcrunch.com
[35] neo4j.com
[9] forbes.com
[5] computerworld.com
[4] solutionsreview.com
[3] youtube.com
[3] meetup.com
[3] prnewswire.com
[2] datanami.com
[2] github.com

Top Domains in Tweet in G3:
[65] neo4j.com
[58] techcrunch.com
[7] forbes.com
[1] zdnet.com
[1] twitter.com
[1] martechadvisor.com

Top Domains in Tweet in G4:
[34] forbes.com
[4] datasciencecentral.com
[3] ruptive.cx
[3] neo4j.com
[3] linkedin.com
[2] informationweek.com
[2] twitter.com
[2] zdnet.com
[2] globalbigdataconference.com
[1] tigergraph.com

Top Domains in Tweet in G5:
[4] 7wdata.be

Top Domains in Tweet in G6:
[2] datastax.com

Top Domains in Tweet in G7:
[2] neo4j.com

Top Domains in Tweet in G8:
[3] amazon.com
[1] techcrunch.com

Top Domains in Tweet in G9:
[2] factscentral.site
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[138] neo4j
[88] neo4jaura
[72] graphdatabase
[51] analytics
[47] database
[43] graph
[42] aura
[26] nlp
[25] graphdatabases
[22] opensource



Top Hashtags in Tweet in G1:
[12] database
[11] graph
[8] cloud
[8] neo4j
[6] technews
[6] technology
[5] analytics
[4] news
[4] enterprise
[4] tech

Top Hashtags in Tweet in G2:
[68] neo4j
[42] neo4jaura
[27] aura
[18] graphdatabase
[13] dbaas
[9] graphdatabases
[5] 100daysofcode
[5] unicorn
[4] techcrunch
[4] database

Top Hashtags in Tweet in G3:
[52] neo4j
[42] neo4jaura
[33] graphdatabase
[12] aura
[5] dbaas
[4] twin4j
[3] graphdatabases
[3] graph
[3] saas
[3] cypher

Top Hashtags in Tweet in G4:
[38] analytics
[25] nlp
[17] graph
[6] graphdatabases
[6] graphtechnology
[6] nosql
[5] neo4j
[5] scyllasummit2019
[4] database
[3] cx

Top Hashtags in Tweet in G5:
[2] 7wdata

Top Hashtags in Tweet in G6:
[21] opensource

Top Hashtags in Tweet in G7:
[1] neo4j
[1] aura

Top Hashtags in Tweet in G8:
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[598] Words in Sentiment List#1: Positive
[410] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[19947] Non-categorized Words
[20955] Total Words
[926] graph
[851] database
[513] neo4j
[350] service
[316] new

Top Words in Tweet in G1:
[241] graph
[228] database
[145] neo4j
[124] service
[120] cloud
[119] new
[108] introduces
[105] building
[104] simplify
[44] ã

Top Words in Tweet in G2:
[205] neo4j
[173] graph
[166] database
[102] service
[101] cloud
[85] new
[68] #neo4j
[66] aura
[59] building
[52] introduces

Top Words in Tweet in G3:
[89] neo4j
[88] emileifrem
[80] graph
[77] database
[76] service
[52] #neo4j
[49] ten
[49] years
[48] exactly
[48] seed

Top Words in Tweet in G4:
[103] graph
[93] database
[75] data
[48] augmented
[42] next
[38] #analytics
[37] abridgwater
[33] bobehayes
[26] 10
[25] 2

Top Words in Tweet in G5:
[50] graph
[48] database
[24] four
[24] common
[24] use
[24] cases
[24] need
[24] know
[24] designed
[24] around

Top Words in Tweet in G6:
[22] apache
[21] proud
[21] contributors
[21] #opensource
[21] projects
[21] distributed
[21] database
[21] graph
[21] computing
[20] datastaxdevs

Top Words in Tweet in G7:
[51] ðÿž
[18] neo4j
[18] today
[17] released
[17] service
[17] product
[17] general
[17] availabilityðÿ
[17] called
[17] aura

Top Words in Tweet in G8:
[27] neptune
[15] graph
[14] new
[14] database
[14] capture
[14] changes
[14] using
[14] streams
[13] awscloud
[13] real

Top Words in Tweet in G9:
[12] behind
[12] shadowy
[12] funded
[12] mouthpieces
[12] pushing
[12] disinfo
[12] promoting
[12] fascism
[12] deregulations
[12] linked

Top Words in Tweet in G10:
[2] doriantaylor
[2] brownorama
[2] mulegirl
[2] pavelasamsonov
[2] round
[2] atav1k
[2] ronbronson
[2] allisongrayce
[2] cwodtke
[2] miniver

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[676] graph,database
[183] cloud,service
[181] neo4j,introduces
[180] new,cloud
[177] simplify,building
[176] service,simplify
[175] introduces,new
[165] building,graph
[125] database,service
[87] neo4j,aura

Top Word Pairs in Tweet in G1:
[197] graph,database
[105] neo4j,introduces
[104] cloud,service
[104] simplify,building
[103] introduces,new
[103] new,cloud
[103] service,simplify
[94] building,graph
[36] database,market
[33] market,key

Top Word Pairs in Tweet in G2:
[151] graph,database
[53] new,cloud
[53] cloud,service
[51] neo4j,introduces
[51] service,simplify
[51] simplify,building
[51] building,graph
[50] introduces,new
[43] neo4j,aura
[36] database,service

Top Word Pairs in Tweet in G3:
[69] graph,database
[60] database,service
[49] ten,years
[48] exactly,ten
[48] years,seed
[48] seed,round
[48] round,led
[48] led,nikolaj
[48] nikolaj,sahvenni
[48] sahvenni,old

Top Word Pairs in Tweet in G4:
[52] graph,database
[40] next,database
[40] database,graph
[31] graph,abridgwater
[24] 10,data
[24] data,#analytics
[24] #analytics,trends
[24] trends,2020
[24] 2020,1
[24] 1,augmented

Top Word Pairs in Tweet in G5:
[48] graph,database
[24] four,common
[24] common,graph
[24] database,use
[24] use,cases
[24] cases,need
[24] need,know
[24] know,graph
[24] database,designed
[24] designed,around

Top Word Pairs in Tweet in G6:
[21] proud,contributors
[21] contributors,#opensource
[21] #opensource,projects
[21] projects,distributed
[21] distributed,database
[21] database,apache
[21] graph,computing
[20] datastaxdevs,proud
[17] apache,cassandra
[17] cassandra,graph

Top Word Pairs in Tweet in G7:
[17] released,neo4j
[17] neo4j,service
[17] service,product
[17] product,general
[17] general,availabilityðÿ
[17] availabilityðÿ,ðÿž
[17] ðÿž,ðÿž
[17] ðÿž,called
[17] called,aura
[17] aura,today

Top Word Pairs in Tweet in G8:
[14] capture,graph
[14] graph,changes
[14] neptune,streams
[13] changes,neptune
[13] neptune,database
[13] database,real
[13] real,time
[13] time,using
[13] using,new
[13] new,neptune

Top Word Pairs in Tweet in G9:
[12] behind,shadowy
[12] shadowy,funded
[12] funded,mouthpieces
[12] mouthpieces,pushing
[12] pushing,disinfo
[12] disinfo,promoting
[12] promoting,fascism
[12] fascism,deregulations
[12] deregulations,linked
[12] linked,new

Top Word Pairs in Tweet in G10:
[2] doriantaylor,brownorama
[2] brownorama,mulegirl
[2] mulegirl,pavelasamsonov
[2] pavelasamsonov,round
[2] round,atav1k
[2] atav1k,ronbronson
[2] ronbronson,allisongrayce
[2] allisongrayce,cwodtke
[2] cwodtke,miniver
[2] miniver,schoeyfield

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@emileifrem
@nikolaj
@sahvenni
@abridgwater
@mesirii
@techcrunch
@bobehayes
@forbes
@ron_miller

Top Mentioned in G1:
@ric9871ric
@dougbrowndba

Top Mentioned in G2:
@neo4j
@techcrunch
@mesirii
@ron_miller
@emileifrem
@nature
@forbes
@lancewalter
@unterstein
@menometech

Top Mentioned in G3:
@emileifrem
@nikolaj
@sahvenni
@neo4j
@rotnroll666
@mesirii
@unterstein
@lancewalter
@barrasadv
@lnordwall

Top Mentioned in G4:
@abridgwater
@bobehayes
@forbes
@neo4j
@data_nerd
@fireeye
@emileifrem
@scylladb
@cammerman
@forbestech

Top Mentioned in G5:
@yvesmulkers

Top Mentioned in G6:
@datastaxdevs

Top Mentioned in G7:
@unterstein
@mesirii

Top Mentioned in G8:
@awscloud
@neo4j

Top Mentioned in G9:
@stilldelvingh

Top Mentioned in G10:
@brownorama
@mulegirl
@pavelasamsonov
@round
@atav1k
@ronbronson
@allisongrayce
@cwodtke
@miniver
@schoeyfield

Top Tweeters
Top Tweeters in Entire Graph:
@nosqldigest
@gamergeeknews
@marciojmsilva
@startupsbot
@jcsura
@techl0g
@chidambara09
@sudipdasin
@4pawshop
@davidpapp

Top Tweeters in G1:
@gamergeeknews
@marciojmsilva
@startupsbot
@techl0g
@sudipdasin
@davidpapp
@into_ai
@biconnections
@stanleysuen
@m157q_news_rss

Top Tweeters in G2:
@jcsura
@jennykim
@darrenculbreath
@techcrunch
@btptechsearch
@beeeender
@juliebhunt
@xaelbot
@gsanz18
@grjenkin

Top Tweeters in G3:
@rit
@rotnroll666
@kellblog
@capotribu
@corneil
@embano1
@sixwing
@suhnyllakler
@asicfr
@victoria_holt

Top Tweeters in G4:
@nosqldigest
@trippbraden
@data_nerd
@twilli2861
@forbes
@openmarketingtv
@fmfrancoise
@analyticbridge
@thecuriousluke
@forbestech

Top Tweeters in G5:
@yvesmulkers
@katydoporto
@ginapstoff
@drjohnthepoet
@carryonwithkids
@metiheya76
@midssp
@oneshotstories
@gtavfoundation
@cinemacritique

Top Tweeters in G6:
@anaiscorro
@aloisiofernand5
@renepulido13
@alexandrodrigu1
@iamkaka3
@jamalaabdulnasi
@zoramolina4
@mileidyescalon7
@babagh19
@javiervzla126

Top Tweeters in G7:
@jameschesters
@bennetelli
@cyxchris
@hi86074659
@atomfrede
@feststelltaste
@unterstein
@javergar
@meistermeier
@eulersbridge

Top Tweeters in G8:
@dcarsoncpa_mfc
@pearl_emerald
@soundarya_says
@awscloud
@aileengemma
@mohapsat
@elchesco
@ofalabel
@n1cknoire
@nitindoli

Top Tweeters in G9:
@1kilroywashere
@pwsimerimiaw
@miftyjackson
@barbetta1
@pigmalion55
@apharrington123
@brucemoll
@fusr2018
@thatandrecamara
@whoknowswhy70

Top Tweeters in G10:
@round
@miniver
@cwodtke
@doriantaylor
@mulegirl
@eaton
@ronbronson
@schoeyfield
@pavelasamsonov
@brownorama


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