neo4j, Twitter, 7/27/2021 5:30:19 AM, 258862


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neo4j_2021-07-26_22-16-24.xlsx
neo4j_2021-07-26_22-16-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2021
Short Description:
neo4j via NodeXL https://bit.ly/371Wk9R
@neo4j
@tb_tomaz
@tigergraphdb
@codewithtwitchi
@hkmicromax
@bigdata_review
@danielcfng
@mquinsland
@solutionsreview
@dagh

Top hashtags:
#neo4j
#graphdatabase
#panamapapers
#graphdatabases
#datascience
#knowledgegraph
#ai

Description:
Description
The graph represents a network of 1,051 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, 27 July 2021 at 05:18 UTC.

The requested start date was Tuesday, 27 July 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, 49-minute period from Tuesday, 13 July 2021 at 00:45 UTC to Monday, 26 July 2021 at 23:35 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 : 1051
Unique Edges : 829
Edges With Duplicates : 1730
Total Edges : 2559
Number of Edge Types : 5
Mentions : 573
Retweet : 662
MentionsInRetweet : 890
Tweet : 272
Replies to : 162
Self-Loops : 279
Reciprocated Vertex Pair Ratio : 0.0290076335877863
Reciprocated Edge Ratio : 0.056379821958457
Connected Components : 143
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 828
Maximum Edges in a Connected Component : 2308
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.047232
Graph Density : 0.00122151239182638
Modularity : 0.422027
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,051 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, 27 July 2021 at 05:18 UTC.

The requested start date was Tuesday, 27 July 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, 49-minute period from Tuesday, 13 July 2021 at 00:45 UTC to Monday, 26 July 2021 at 23:35 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:
[12] https://neo4j.com/developer-blog/turn-a-harry-potter-book-into-a-knowledge-graph/?ref=social-blog
[9] https://neo4j.com/developer-blog/register-your-neo4j-based-models-to-the-django-admin/?ref=social-blog
[9] https://info.michael-simons.eu/2021/07/13/neo4j-java-and-graphql/
[8] https://neo4j.com/blog/certified-neo4j-professional-t-shirts-are-back/?ref=social-team
[8] https://neo4j.com/blog/graphs4good-insights-into-police-misconduct-with-graphs/?ref=social-blog
[8] https://neo4j.com/case-studies/mitre/
[8] https://www.protocol.com/enterprise/neo4j-aws-google-microsoft-database
[7] https://info.tigergraph.com/buyers-guide-thank-you-part1?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[7] https://twitter.com/neo4j/status/1314024715585871873
[7] https://neo4j.com/developer-blog/a-library-for-temporary-neo4j-databases/?ref=social-blog

Top URLs in Tweet in G1:
[6] https://neo4j.com/blog/graphs4good-insights-into-police-misconduct-with-graphs/?ref=social-blog
[6] https://neo4j.com/developer-blog/a-library-for-temporary-neo4j-databases/?ref=social-blog
[5] https://neo4j.com/developer-blog/securing-your-graph-with-neo4j-graphql/?ref=social-blog
[5] https://neo4j.com/developer-blog/relationship-chain-locks-dont-block-the-rock/?ref=social-blog
[5] https://neo4j.com/developer-blog/new-and-noteworthy-neo4j-developer-tools/?ref=social-blog
[5] https://neo4j.com/blog/certified-neo4j-professional-t-shirts-are-back/?ref=social-team
[4] https://neo4j.com/developer-blog/register-your-neo4j-based-models-to-the-django-admin/?ref=social-blog
[4] https://neo4j.com/blog/graphcast-graph-native-scale-the-trillion-relationship-graph/?ref=social-blog
[3] https://neo4j.com/developer-blog/connect-to-neo4j-with-php/?ref=social-blog
[3] https://neo4j.com/developer-blog/recent-updates-to-neo4j-bloom/?ref=social-blog

Top URLs in Tweet in G2:
[9] https://neo4j.com/developer-blog/turn-a-harry-potter-book-into-a-knowledge-graph/?ref=social-blog
[5] https://www.soorce.de/projekte/projekt-8608/
[4] https://neo4j.com/blog/graphs4good-insights-into-police-misconduct-with-graphs/
[4] https://info.michael-simons.eu/2021/07/13/neo4j-java-and-graphql/
[4] https://lyonwj.com/blog/no-cost-data-scraping-github-actions-neo4j-aura
[3] https://neo4j.com/blog/certified-neo4j-professional-t-shirts-are-back/?ref=social-team
[3] https://medium.com/neo4j/relationship-chain-locks-dont-block-the-rock-e8db75254b63
[3] https://lobste.rs/s/jvxel0
[3] https://neo4j.com/emil/neo4j-raises-largest-funding-round-database-history?new
[2] http://ework.de/it-stellenanzeigen/consultant-neo4j-python-m-w-d-frankfurt-axg-143904-99e25e13b3ef85d5c19a1af92809a4e3.html

Top URLs in Tweet in G3:
[6] https://amalgaminsights.com/2021/06/18/neo4j-takes-on-the-battle-for-context-with-a-325-million-f-round/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://www.protocol.com/enterprise/neo4j-aws-google-microsoft-database
[4] https://amalgaminsights.com/2021/06/18/neo4j-takes-on-the-battle-for-context-with-a-325-million-f-round/
[4] https://crate.io/
[4] https://amalgaminsights.com/2021/06/18/june-18-from-bi-to-ai/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://twitter.com/neo4j/status/1314024715585871873
[2] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[2] https://neo4j.com/graphacademy/neo4j-certification/?twclid=11416375605663305731
[2] https://venturebeat.com/2021/06/17/graph-database-platform-neo4j-raises-320m-to-inform-decision-making/?utm_source=dlvr.it&utm_medium=twitter
[2] https://medium.com/neo4j/turn-a-harry-potter-book-into-a-knowledge-graph-ffc1c45afcc8

Top URLs in Tweet in G4:
[3] https://youtu.be/18K9TWCHBfc
[1] https://www.ossdirectory.com
[1] https://biztech.asia/
[1] https://twitter.com/GraphCDN/status/1418517318792011784

Top URLs in Tweet in G5:
[7] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[5] https://medium.com/@davey.usedandloved.com/used-and-loved-a-stack-overview-cd721311b068?source=rss------startup-5&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.meetup.com/data-umbrella/events/278956168/?utm_content=buffer2c861&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://medium.com/neo4j/register-your-neo4j-based-models-to-the-django-admin-b58ebcd6dfc3?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.imaginea.com/building-graphql-api-with-spring-boot-neo4j-and-kong-part-1/
[2] https://www.meetup.com/data-umbrella/events/278955047/?utm_content=buffer6a45a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.meetup.com/data-umbrella/events/278956168/?utm_content=buffer3c74a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.meetup.com/data-umbrella/events/278955047/?utm_content=buffer5eb26&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.meetup.com/data-umbrella/events/278956168/?utm_content=buffer26b3a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.meetup.com/data-umbrella/events/278956168/?utm_content=bufferba986&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[4] https://zpy.io/ca/e618b0c4
[2] https://insidebigdata.com/2021/07/14/the-insidebigdata-impact-50-list-for-q3-2021/
[1] https://www.graphable.ai/blog/graph-databases-for-pro-sports/
[1] https://www.graphable.ai/blog/app-driven-graph-schema-design/
[1] https://graphaware.com/neo4j,hume/2021/03/29/neo4j-change-data-capture-hume-cdc?utm_content=172167608&utm_medium=social&utm_source=twitter&hss_channel=tw-1381891062
[1] https://graphaware.com/neo4j/2021/03/11/neo4j-fulltext-phonetic-analyzer?utm_content=172167954&utm_medium=social&utm_source=twitter&hss_channel=tw-1381891062
[1] https://neo4j.com/developer-blog/a-library-for-temporary-neo4j-databases/?ref=social-blog
[1] https://info.michael-simons.eu/2021/07/13/neo4j-java-and-graphql/

Top URLs in Tweet in G7:
[7] https://info.tigergraph.com/buyers-guide-thank-you-part1?utm_campaign=2021%20neo4j%20Punch%20in%20the%20Mouth&utm_source=twitter&utm_medium=paidsocial
[3] 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/2021/07/26/one_size_does_not_fit_all/
[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

Top URLs in Tweet in G8:
[1] https://neo4j.com/blog/graph-data-platforms-collections-vs-connections/
[1] https://neo4j.com/blog/top-10-use-cases-supply-chain-management/
[1] https://solutionsreview.com/data-management/the-best-graph-databases-to-consider-in-2020/

Top URLs in Tweet in G9:
[6] https://www.instagram.com/accounts/login/
[4] https://neo4j.com/developer-blog/register-your-neo4j-based-models-to-the-django-admin/?ref=social-blog
[2] https://medium.com/neo4j/a-library-for-temporary-neo4j-databases-36d69e1fd96e
[2] https://github.com/neo4j/neo4j-python-driver
[1] https://twitter.com/neo4j/status/1419251143742529536
[1] https://youtu.be/8FdsLkzbO8Y
[1] https://pythonawesome.com/neo4j-movies-example-app-with-flask-backend-using-the-neo4j-python-driver/
[1] https://biztech.asia/
[1] https://github.com/neo4j-examples/neo4j-movies-python-neomodel

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://www.remote-developer-jobs.com/job/539208/
[2] https://biztech.asia/
[1] https://www.linkedin.com/posts/biztechasia_graphdatabase-bigdata-bigdataanalytics-activity-6825283230355329024-DdYc
[1] https://www.linkedin.com/slink?code=gvGuVWb
[1] https://www.linkedin.com/slink?code=gq-skQT
[1] https://sifted.eu/articles/eurazeo-growth-fund/

Top Domains
Top Domains in Tweet in Entire Graph:
[180] neo4j.com
[37] twitter.com
[30] medium.com
[16] github.com
[14] amalgaminsights.com
[13] google.com
[13] tigergraph.com
[12] linkedin.com
[12] meetup.com
[12] michael-simons.eu

Top Domains in Tweet in G1:
[109] neo4j.com
[9] twitter.com
[9] fiverr.com
[8] startup.jobs
[7] youtube.com
[3] personneltoday.com
[3] forbes.com
[3] saasmagazin.de
[3] theregister.com
[3] bigdata-insider.de

Top Domains in Tweet in G2:
[28] neo4j.com
[11] medium.com
[6] ework.de
[6] github.com
[5] linkedin.com
[5] soorce.de
[5] michael-simons.eu
[4] twitter.com
[4] lyonwj.com
[3] google.com

Top Domains in Tweet in G3:
[14] amalgaminsights.com
[13] twitter.com
[12] neo4j.com
[5] medium.com
[5] protocol.com
[4] crate.io
[3] google.com
[3] venturebeat.com
[3] stackoverflow.com
[2] github.com

Top Domains in Tweet in G4:
[3] youtu.be
[1] ossdirectory.com
[1] biztech.asia
[1] twitter.com

Top Domains in Tweet in G5:
[9] meetup.com
[8] medium.com
[7] datasciencecentral.com
[3] imaginea.com
[2] neo4j.com

Top Domains in Tweet in G6:
[4] zpy.io
[2] graphable.ai
[2] graphaware.com
[2] insidebigdata.com
[1] neo4j.com
[1] michael-simons.eu

Top Domains in Tweet in G7:
[13] tigergraph.com
[2] theregister.com

Top Domains in Tweet in G8:
[2] neo4j.com
[1] solutionsreview.com

Top Domains in Tweet in G9:
[6] instagram.com
[4] neo4j.com
[3] github.com
[2] medium.com
[1] twitter.com
[1] youtu.be
[1] pythonawesome.com
[1] biztech.asia

Top Domains in Tweet in G10:
[5] co.jp
[3] remote-developer-jobs.com
[3] linkedin.com
[2] biztech.asia
[1] sifted.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[284] neo4j
[188] graphdatabase
[112] panamapapers
[57] graphdatabases
[47] datascience
[30] knowledgegraph
[26] ai
[26] fincenfiles
[21] python
[21] graphalgorithms



Top Hashtags in Tweet in G1:
[169] graphdatabase
[129] neo4j
[106] panamapapers
[43] graphdatabases
[26] fincenfiles
[16] datascience
[15] graphalgorithms
[15] gameofthrones
[14] knowledgegraph
[9] learning

Top Hashtags in Tweet in G2:
[50] neo4j
[9] knowledgegraph
[7] graphdatabase
[6] datascience
[6] itjobs
[5] project
[5] freelance
[5] nodejs
[5] expressjs
[4] graphdatabases

Top Hashtags in Tweet in G3:
[24] neo4j
[6] creandum
[6] databricks
[4] dataiku
[4] altair
[4] crateio
[2] machinelearning
[2] python
[2] graphdatabases
[1] ebay

Top Hashtags in Tweet in G4:
[10] neo4j
[5] graphdatabase
[4] ossdirectory
[4] opensource
[3] graphalgorithms
[3] datascience
[3] gameofthrones
[2] panamapapers
[2] natuzanery
[2] globonews

Top Hashtags in Tweet in G5:
[25] neo4j
[10] dataanalytics
[8] datascience
[7] apachespark
[7] abdsc
[7] bigdata
[7] ai
[7] machinelearning
[6] pandas
[5] nodejs

Top Hashtags in Tweet in G6:
[6] neo4j
[6] bigdata
[5] datascience
[5] humeactions
[4] machinelearning
[4] ai
[2] graphdatabases
[2] cdc
[1] ml
[1] nlp

Top Hashtags in Tweet in G7:
[3] neo4j
[2] supplychain
[2] graphanalytics
[2] graphdb
[2] innovation
[2] ml
[2] ai
[2] bi
[2] bigdata
[1] graphdatabase

Top Hashtags in Tweet in G8:
[3] ff
[3] database
[2] graphdb
[2] supplychain
[1] rdbm
[1] nosql
[1] neo4j
[1] graphdatabases
[1] iot
[1] sensae

Top Hashtags in Tweet in G9:
[14] coding
[10] neo4j
[8] backend
[8] dev
[8] developer
[8] flask
[6] django
[6] 100daysofcode
[6] api
[6] bot

Top Hashtags in Tweet in G10:
[5] python
[3] database
[3] management
[3] senior
[2] ceo
[2] opensource
[2] 数学
[2] 統計
[1] founder
[1] free

Top Words
Top Words in Tweet in Entire Graph:
[977] neo4j
[329] data
[284] #neo4j
[261] graph
[252] today
[222] try
[217] something
[188] #graphdatabase
[181] explore
[164] set

Top Words in Tweet in G1:
[460] neo4j
[215] today
[197] data
[193] try
[192] something
[169] explore
[169] #graphdatabase
[151] set
[142] easy
[129] #neo4j

Top Words in Tweet in G2:
[127] neo4j
[53] day
[50] #neo4j
[34] tb_tomaz
[33] book
[32] data
[29] using
[28] one
[27] graph
[26] based

Top Words in Tweet in G3:
[73] neo4j
[24] #neo4j
[21] graph
[13] data
[12] database
[10] context
[8] databases
[8] round
[8] battle
[7] book

Top Words in Tweet in G4:
[39] neo4j
[20] graphql
[19] today
[18] try
[18] something
[10] #neo4j
[9] spin
[9] instance
[9] cloud
[9] start

Top Words in Tweet in G5:
[27] next
[27] data
[27] tues
[27] july
[25] event
[25] #neo4j
[23] intro
[23] analysis
[23] pandas
[23] jupyter

Top Words in Tweet in G6:
[20] neo4j
[11] data
[9] graph_aware
[9] database
[8] graph
[8] words
[7] read
[6] #neo4j
[6] #bigdata
[5] databases

Top Words in Tweet in G7:
[43] tigergraph
[36] tigergraphdb
[35] learn
[25] jaguar
[25] land
[25] graph
[25] database
[22] neo4j
[22] rover's
[22] trials

Top Words in Tweet in G8:
[9] neo4j
[6] redislabs
[5] oracledatabase
[5] sqlserver
[5] db2zlabnews
[5] mysql
[5] postgresql
[5] mongodb
[5] teradata
[5] filemakertoday

Top Words in Tweet in G9:
[39] neo4j
[14] #coding
[12] example
[10] using
[10] movies
[10] app
[10] python
[10] driver
[10] #neo4j
[8] flask

Top Words in Tweet in G10:
[13] neo4j
[5] #python
[5] data
[5] science
[5] solutions
[5] machine
[5] learning
[5] python
[5] google
[5] cloud

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[214] try,something
[213] something,today
[205] neo4j,try
[175] today,explore
[157] data,set
[133] easy,started
[112] set,#graphdatabase
[111] #graphdatabase,sandbox
[111] sandbox,easy
[110] explore,#panamapapers

Top Word Pairs in Tweet in G1:
[191] try,something
[191] something,today
[182] neo4j,try
[168] today,explore
[147] data,set
[127] easy,started
[108] set,#graphdatabase
[107] #graphdatabase,sandbox
[107] sandbox,easy
[106] explore,#panamapapers

Top Word Pairs in Tweet in G2:
[22] one,day
[22] day,receive
[22] receive,mastering
[22] mastering,spacy
[22] spacy,book
[22] book,duygu
[22] duygu,altinok
[22] altinok,next
[22] next,day
[22] day,already

Top Word Pairs in Tweet in G3:
[8] battle,context
[6] #neo4j,takes
[6] takes,battle
[6] context,325
[6] 325,million
[6] million,round
[6] round,#creandum
[6] #creandum,#databricks
[5] neo4j,graph
[5] graph,database

Top Word Pairs in Tweet in G4:
[18] neo4j,try
[18] try,something
[18] something,today
[9] today,spin
[9] spin,#neo4j
[9] #neo4j,instance
[9] instance,cloud
[9] cloud,start
[9] start,querying
[9] querying,graphql

Top Word Pairs in Tweet in G5:
[27] tues,july
[25] next,event
[23] event,intro
[23] intro,data
[23] data,analysis
[23] analysis,pandas
[23] pandas,jupyter
[23] jupyter,notebook
[23] notebook,spbail
[23] spbail,tues

Top Word Pairs in Tweet in G6:
[5] data,science
[5] read,data
[4] phonetic,matching
[4] matching,attempts
[4] attempts,match
[4] match,words
[4] words,pronunciation
[4] pronunciation,instead
[4] instead,spelling
[4] spelling,words

Top Word Pairs in Tweet in G7:
[25] jaguar,land
[25] graph,database
[22] learn,jaguar
[22] land,rover's
[22] rover's,trials
[22] trials,tribulations
[22] tribulations,path
[22] path,tigergraph
[22] tigergraph,graph
[22] database,scale

Top Word Pairs in Tweet in G8:
[5] oracledatabase,sqlserver
[5] sqlserver,db2zlabnews
[5] db2zlabnews,mysql
[5] mysql,postgresql
[5] postgresql,mongodb
[5] mongodb,teradata
[5] teradata,filemakertoday
[5] filemakertoday,redislabs
[5] neo4j,cassandra
[4] redislabs,neo4j

Top Word Pairs in Tweet in G9:
[10] neo4j,movies
[10] example,app
[9] using,neo4j
[8] movies,example
[8] app,flask
[8] flask,backend
[8] backend,using
[8] neo4j,python
[8] python,driver
[8] driver,#backend

Top Word Pairs in Tweet in G10:
[5] data,science
[5] science,solutions
[5] solutions,machine
[5] machine,learning
[5] learning,python
[5] python,google
[5] google,cloud
[5] cloud,aws
[5] aws,neo4j
[5] neo4j,kaggle

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@codexeditor
@graphcms
@mesirii
@coreload
@maemst
@bercut2000
@barrasadv
@arquitextonica
@forrestbrazeal

Top Replied-To in G1:
@neo4j
@forrestbrazeal
@inkuantum
@get_innocuous
@chrlschn
@chrishayuk
@crunchydata
@josephmcasey
@ysebp
@_wald0

Top Replied-To in G2:
@mesirii
@bercut2000
@neo4j
@alexandererdl
@mdfrenchman
@rotnroll666
@corneil
@spfeiffr
@gunnarmorling
@mackrzywda

Top Replied-To in G4:
@neo4j
@graphcms
@maemst

Top Replied-To in G8:
@craigmullins

Top Replied-To in G10:
@eurazeo

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@tb_tomaz
@tigergraphdb
@icijorg
@graphql
@spbail
@dataumbrella
@emileifrem
@lyonwj
@rotnroll666

Top Mentioned in G1:
@neo4j
@icijorg
@neo4jde
@nasa
@emileifrem
@tb_tomaz
@forbes
@lyonwj
@lancewalter
@mdavidallen

Top Mentioned in G2:
@neo4j
@tb_tomaz
@emileifrem
@rotnroll666
@alexandererdl
@lyonwj
@rvanbruggen
@slarothestoic
@twitch
@adamcowley

Top Mentioned in G3:
@cloudmyb

Top Mentioned in G4:
@neo4j
@graphql
@cod
@ch_open
@angular
@codesandbox
@maemst
@hasurahq
@gatsbyjs
@theguilddev

Top Mentioned in G5:
@spbail
@dataumbrella
@akbarth3great
@kirkdborne
@lizdiluzio
@pyladies
@tb_tomaz
@techndiscussion
@neo4j
@angie_lea_zzzzz

Top Mentioned in G6:
@neo4j
@graph_aware
@firebolthq
@machinelearnflx
@dremio
@openai
@rebeccarabb
@graphable1
@quest
@informatica

Top Mentioned in G7:
@tigergraphdb
@theregister
@neo4j

Top Mentioned in G8:
@neo4j
@redislabs
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@postgresql
@mongodb
@teradata
@filemakertoday

Top Mentioned in G9:
@neo4j
@python_news
@codewithishraq
@ajarasch
@diabresearch
@healthecco
@thesilverlogic
@seadataconf
@vldb2021

Top Mentioned in G10:
@neo4j
@bookloveru2
@remote_dev_jobs
@imdasg
@mymdec
@danielcfng
@eurazeo
@mysingapore
@idc
@techtarget

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@eworkde
@chidambara09
@tinamarie_80s
@5fec93919a544d3
@rosenchild
@manaloviring
@dataaugmented
@discovertech3
@morolswediu

Top Tweeters in G1:
@jornalistavitor
@celiapfau
@lekh27
@wong52
@digitaldecoded1
@zdnet
@forbes
@helperstream
@mdrechsler
@denisbatist

Top Tweeters in G2:
@eworkde
@tinamarie_80s
@discord
@nba
@aushiker
@cont_learn
@harrypotterex1
@fliptopbox13
@tiagoooliveira
@fivethirtyeight

Top Tweeters in G3:
@ensbot
@overflow_meme
@alan_nishihara
@yolo_pinyato
@mywaypress
@rubygemsn
@watrcoolr
@ibboard
@reportsmarkets
@4_freelancers

Top Tweeters in G4:
@catlikerobot
@precision_mats
@harmanmanchanda
@scibot6
@ali19baba
@laurobeck
@aburooslibya
@gatsbyjs
@maemst
@hasurahq

Top Tweeters in G5:
@akbarth3great
@kirkdborne
@cynoviant
@ztsecure
@agent_guzman
@cool_python
@codewithtwitchi
@clearestblue
@charlot53053143
@productbot6

Top Tweeters in G6:
@chidambara09
@machinelearnflx
@om
@sas
@satyajit1910
@quest
@likeandretweet6
@tibco
@informatica
@oracle

Top Tweeters in G7:
@5fec93919a544d3
@manaloviring
@fe43128612
@minosyahmadi
@rhylpams
@pradecosmetics
@theregister
@snehalkadam1118
@izzatzakwan
@mjtuhmasjoko

Top Tweeters in G8:
@jadp
@craigmullins
@solutionsreview
@teradata
@filemakertoday
@couchbase
@mongodb
@n
@sqlserver
@influxdb

Top Tweeters in G9:
@morolswediu
@devvibesbot
@djangobot_
@fabriciosx
@100daysof2020
@pythonexpertbot
@flutterbot007
@whopcod
@programminbuddy
@pythonroboto

Top Tweeters in G10:
@discovertech3
@techcrunch
@lovescience15
@py_data_sci
@techinasia
@shaytweeter
@remote_dev_jobs
@danielcfng
@bookloveru2
@idc


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