neo4j, Twitter, 12/27/2022 3:30:12 PM, 287087


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neo4j_2022-12-26_22-30-00.xlsx
neo4j_2022-12-26_22-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 27, 2022
Short Description:
neo4j via NodeXL https://bit.ly/3hNfwBu
@neo4j
@danielcfng
@craigmullins
@jmsuhy
@wikinorn
@awsblogs
@sidagarwal04
@mesirii
@halftep
@mcolebrook

Top hashtags:
#neo4j
#graphdatabase
#memgraph
#database
#memgraphdb
#nodes2022
#cypher
#adventofcode
#datascience

Description:
Description
The graph represents a network of 493 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 December 2022 at 06:31 UTC.

The requested start date was Tuesday, 27 December 2022 at 01:01 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, 19-hour, 51-minute period from Tuesday, 13 December 2022 at 01:54 UTC to Monday, 26 December 2022 at 21:45 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 : 493
Unique Edges : 376
Edges With Duplicates : 626
Total Edges : 1002
Number of Edge Types : 5
Replies to : 67
Mentions : 305
Tweet : 250
Retweet : 165
MentionsInRetweet : 215
Self-Loops : 255
Reciprocated Vertex Pair Ratio : 0.069284064665127
Reciprocated Edge Ratio : 0.129589632829374
Connected Components : 148
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 284
Maximum Edges in a Connected Component : 709
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.047233
Graph Density : 0.00190883754679332
Modularity : 0.426527
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 493 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 December 2022 at 06:31 UTC.

The requested start date was Tuesday, 27 December 2022 at 01:01 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, 19-hour, 51-minute period from Tuesday, 13 December 2022 at 01:54 UTC to Monday, 26 December 2022 at 21:45 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:
[23] https://memgraph.com/blog/memgraph-vs-neo4j-performance-benchmark-comparison
[12] https://www.getthatright.com/top-reasons-to-use-neo4j-database-architecture/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[11] https://aws.amazon.com/blogs/apn/create-dynamic-serverless-applications-with-neo4j-graph-database-and-aws-lambda/
[7] https://memgraph.com/blog/how-to-migrate-from-neo4j-to-memgraph
[6] https://github.com/mumez/Neo4reSt
[4] https://javachallengers.com/graph-data-structure-with-java/
[4] https://memgraph.com/blog/neo4j-vs-memgraph
[4] https://couponos99.com/coupons/complete-neo4j-graphdb-bootcamp/
[4] https://www.golangprojects.com/golang-go-job-fro-Golang-Developer-Bangalore-Couchbase.html
[4] https://okt.to/rs0Mel

Top URLs in Tweet in G1:
[19] https://memgraph.com/blog/memgraph-vs-neo4j-performance-benchmark-comparison
[12] https://www.getthatright.com/top-reasons-to-use-neo4j-database-architecture/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://memgraph.com/blog/how-to-migrate-from-neo4j-to-memgraph
[3] https://www.developpez.com/actu/339750/-La-graph-data-science-permet-d-ameliorer-les-predictions-dans-differents-secteurs-d-activite-telecom-banque-industrie-etc-entretien-avec-Nicolas-Rouyer-consultant-senior-chez-Neo4j/
[3] https://memgraph.com/blog/neo4j-vs-memgraph
[2] https://aws.amazon.com/blogs/apn/create-dynamic-serverless-applications-with-neo4j-graph-database-and-aws-lambda/
[2] https://aws.amazon.com/blogs/apn/create-dynamic-serverless-applications-with-neo4j-graph-database-and-aws-lambda/?trk=global_employee_advocacy&sc_channel=sm&advocacy_source=everyonesocial&es_id=53d66a6fb3
[2] https://github.com/sngularAI/neo4j-php-ogm
[2] https://qiita.com/caunu-s/items/9acc77175ee69bdd9a3e
[2] https://www.amazon.com/dp/1492047686?tag=albertomonahan-20

Top URLs in Tweet in G2:
[6] https://aws.amazon.com/blogs/apn/create-dynamic-serverless-applications-with-neo4j-graph-database-and-aws-lambda/
[4] https://javachallengers.com/graph-data-structure-with-java/
[3] https://okt.to/wDPtam
[2] https://sefiks.com/2022/12/18/how-to-find-false-positives-in-facial-recognition-with-neo4j/
[2] https://www.youtube.com/watch?v=uYvniQlSvyQ&feature=youtu.be

[2] https://thenewstack.io/try-a-neo4j-graph-database-right-here-right-now/?utm_content=buffer27ac0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/thelonestardev/status/1607468808322564104
[1] https://diginomica.com/tech-bio-pioneer-basecamp-research-using-graph-technology-find-silico-protein-breakthroughs
[1] https://okt.to/tU40LB
[1] https://okt.to/SoFUkl

Top URLs in Tweet in G3:
[1] https://go.neo4j.com/Neo4j-Connections-Life-Sciences-APAC-On-Demand-LP.html
[1] https://okt.to/9p3ZhW
[1] http://neo4j.com/sandbox-v2/
[1] https://neo4j.com/download/
[1] https://neo4j.com/cloud/aura/
[1] https://neo4j.com/blog/graph-technology-environmental-data-compliance-implementation/
[1] https://go.neo4j.com/neo4j-overcoming-terminator-thinking-enabling-a-new-ai-frontier-lp.html
[1] https://neo4j.com/blog/banks-anz-devop-cloud-migration/

Top URLs in Tweet in G4:
[4] https://www.golangprojects.com/golang-go-job-fro-Golang-Developer-Bangalore-Couchbase.html
[1] https://okt.to/fMAgL3
[1] https://okt.to/ICqdxA

Top URLs in Tweet in G5:
[2] https://adventofcode.com/2022/day/21
[2] https://github.com/halftermeyer/AoC-2022-cypher/tree/main/day21
[2] https://okt.to/rs0Mel
[1] https://twitter.com/i/broadcasts/1dRJZMkRYkwGB
[1] https://medium.com/neo4j/discover-aura-free-week-39-nobel-prize-d96f2c09f297
[1] https://aws.amazon.com/blogs/apn/create-dynamic-serverless-applications-with-neo4j-graph-database-and-aws-lambda/
[1] https://discord.com/invite/neo4j
[1] https://www.youtube.com/neo4j/live
[1] https://medium.com/@mesirii/my-graph-epiphany-b64ec4e3a965
[1] https://github.com/halftermeyer/AoC-2022-cypher/tree/main/day1

Top URLs in Tweet in G6:
[1] https://unicourt.com/case/pc-db5-licea-et-al-v-neo4j-inc-1356235
[1] https://neo4j.com/news/the-first-code-of-this-database-was-written-in-iit-bombay/
[1] https://www.sec.gov/news/press-release/2022-219
[1] https://analyticsindiamag.com/the-origin-of-neo4j/

Top URLs in Tweet in G7:
[1] https://github.com/neo4j-contrib/cypher-dsl/issues/524
[1] https://github.com/spring-projects/spring-data-neo4j/issues/2632#issuecomment-1328923031
[1] https://dev.to/optnc/manage-eols-like-a-boss-with-endoflifedate-2ikf
[1] https://okt.to/rs0Mel
[1] https://stackoverflow.com/questions/74799098/how-to-update-properties-of-nodes-while-merging-in-neo4j/74800782#74800782

Top URLs in Tweet in G9:
[2] https://thenewstack.io/try-a-neo4j-graph-database-right-here-right-now/
[1] https://aws.amazon.com/blogs/apn/create-dynamic-serverless-applications-with-neo4j-graph-database-and-aws-lambda/
[1] https://okt.to/bkCB2H

Top URLs in Tweet in G10:
[1] https://golemlab.eu/news/hiring/
[1] https://lists.wikimedia.org/postorius/lists/wikibaseug.lists.wikimedia.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[49] amazon.com
[46] okt.to
[43] memgraph.com
[37] github.com
[25] neo4j.com
[16] twitter.com
[13] youtube.com
[12] getthatright.com
[12] medium.com
[7] thenewstack.io

Top Domains in Tweet in G1:
[38] amazon.com
[34] memgraph.com
[12] getthatright.com
[6] medium.com
[5] neo4j.com
[5] twitter.com
[4] qiita.com
[4] github.com
[4] developpez.com
[3] youtube.com

Top Domains in Tweet in G2:
[38] okt.to
[6] twitter.com
[6] amazon.com
[4] javachallengers.com
[4] youtube.com
[4] thenewstack.io
[3] medium.com
[2] sefiks.com
[2] yworks.com
[2] neo4j.com

Top Domains in Tweet in G3:
[7] neo4j.com
[1] okt.to

Top Domains in Tweet in G4:
[4] golangprojects.com
[2] okt.to

Top Domains in Tweet in G5:
[10] github.com
[5] adventofcode.com
[2] medium.com
[2] youtube.com
[2] okt.to
[1] twitter.com
[1] amazon.com
[1] discord.com
[1] neo4j.com

Top Domains in Tweet in G6:
[1] unicourt.com
[1] neo4j.com
[1] sec.gov
[1] analyticsindiamag.com

Top Domains in Tweet in G7:
[2] github.com
[1] dev.to
[1] okt.to
[1] stackoverflow.com

Top Domains in Tweet in G9:
[2] thenewstack.io
[1] amazon.com
[1] okt.to

Top Domains in Tweet in G10:
[1] golemlab.eu
[1] wikimedia.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[120] neo4j
[55] graphdatabase
[55] memgraph
[35] database
[30] memgraphdb
[17] nodes2022
[17] cypher
[13] adventofcode
[12] datascience
[12] education



Top Hashtags in Tweet in G1:
[47] memgraph
[33] graphdatabase
[27] database
[26] memgraphdb
[16] neo4j
[12] education
[12] learning
[2] aws
[2] digital
[2] graph

Top Hashtags in Tweet in G2:
[53] neo4j
[13] graphdatabase
[12] nodes2022
[9] cloud
[6] machinelearning
[6] graphdatascience
[6] neo4j5
[6] datascience
[5] python
[5] aws

Top Hashtags in Tweet in G3:
[1] apac
[1] tbt
[1] nodes2022
[1] neo4j
[1] event
[1] dev
[1] graphdatabase
[1] graphdatascience
[1] graph
[1] australia

Top Hashtags in Tweet in G4:
[4] golang
[4] bangalore
[4] neo4j
[2] ff
[2] database
[2] linux
[2] microservices
[2] india
[2] cassandra
[1] nodes2022

Top Hashtags in Tweet in G5:
[23] neo4j
[14] cypher
[13] adventofcode
[8] adventofcode2022
[5] graph
[2] gds
[2] knowledgegraph
[2] lifescience
[2] nobelprize
[1] hardworkpaysoff

Top Hashtags in Tweet in G7:
[3] endoflife
[3] technicaldebt
[3] security
[1] dashboards
[1] neodash
[1] bloom
[1] apifirst
[1] datascience
[1] dataviz
[1] nobelprize

Top Hashtags in Tweet in G8:
[1] graphsforeveryone
[1] devrel

Top Hashtags in Tweet in G9:
[3] tbt
[1] neo4j
[1] twin4j
[1] sparknlp
[1] knowledgegraphs

Top Hashtags in Tweet in G10:
[1] wikibase

Top Words
Top Words in Tweet in Entire Graph:
[453] neo4j
[189] graph
[120] #neo4j
[97] data
[73] database
[55] #memgraph
[55] #graphdatabase
[40] using
[39] graphql
[37] databases

Top Words in Tweet in G1:
[134] neo4j
[48] graph
[47] #memgraph
[33] #graphdatabase
[27] #database
[26] database
[26] #memgraphdb
[24] data
[24] databases
[20] memgraph

Top Words in Tweet in G2:
[151] neo4j
[67] graph
[53] #neo4j
[52] data
[23] learn
[20] graphql
[19] science
[19] basic
[18] syntax
[18] tomaz

Top Words in Tweet in G3:
[3] neo4j
[3] kemkominfo
[2] channelnewsasia
[2] free
[2] dbsbank
[2] imdasg
[2] enjoy
[2] mymdec

Top Words in Tweet in G4:
[10] neo4j
[6] arangodb
[6] couchbase
[4] #golang
[4] graph
[4] #neo4j
[4] developer
[4] #bangalore
[3] redisinc
[2] #linux

Top Words in Tweet in G5:
[23] #neo4j
[14] #cypher
[13] 2022
[13] day
[13] #adventofcode
[10] code
[10] advent
[8] #adventofcode2022
[7] halftep
[6] neo4j

Top Words in Tweet in G6:
[6] neo4j
[3] davidoklein
[3] gvteam
[3] virginiemorgon
[3] creandum
[3] pichette
[3] eurazeo
[3] denisepersson
[3] morganstanley
[3] lnordwall

Top Words in Tweet in G7:
[8] cypher
[8] neo4j
[5] ikwattro
[4] supports
[4] github
[4] embedded
[4] ticket
[4] love
[4] language
[4] shown

Top Words in Tweet in G8:
[7] sidagarwal04
[7] thanks
[6] neo4j
[6] googledevsin
[5] prasadseth
[5] akshay18_dev
[5] kamsusasi
[5] more
[5] pranshupareekk
[4] preview

Top Words in Tweet in G9:
[12] aws
[8] create
[8] neo4j
[6] graph
[6] awsblogs
[5] dynamic
[5] serverless
[5] jennifer
[5] network
[5] partner

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[49] neo4j,graph
[49] graph,database
[39] graph,data
[31] data,science
[25] #memgraphdb,#database
[23] graph,databases
[20] tomaz,bratanic
[20] client,neo4j
[19] python,client
[19] #memgraph,#graphdatabase

Top Word Pairs in Tweet in G1:
[21] #memgraphdb,#database
[14] #memgraph,#graphdatabase
[13] use,neo4j
[12] graph,databases
[12] #database,#graphdatabase
[12] architecture,#education
[12] top,reasons
[12] #education,#learning
[12] neo4j,database
[12] database,architecture

Top Word Pairs in Tweet in G2:
[24] graph,data
[22] neo4j,graph
[19] data,science
[18] tomaz,bratanic
[18] python,client
[17] learn,basic
[17] client,neo4j
[17] newly,released
[17] basic,syntax
[17] syntax,newly

Top Word Pairs in Tweet in G4:
[4] #golang,developer
[4] developer,#bangalore
[2] influxdb,arangodb
[2] #india,#cassandra
[2] hbase,dynamodb
[2] #linux,#microservices
[2] fauna,datastax
[2] singlestoredb,aerospikedb
[2] hiring,#golang
[2] #microservices,#neo4j

Top Word Pairs in Tweet in G5:
[11] #cypher,#neo4j
[10] advent,code
[10] code,2022
[8] 2022,#adventofcode
[4] halftep,monday
[4] monday,#neo4j
[4] special,halftep
[4] slot,see
[4] aura,slot
[4] week,#adventofcode2022

Top Word Pairs in Tweet in G6:
[3] virginiemorgon,gvteam
[3] eurazeo,emileifrem
[3] lnordwall,virginiemorgon
[3] davidoklein,denisepersson
[3] gvteam,eurazeo
[3] creandum,morganstanley
[3] pichette,davidoklein
[3] morganstanley,pichette
[3] emileifrem,creandum

Top Word Pairs in Tweet in G7:
[4] ikwattro,ticket
[4] cypher,dsl
[4] github,supports
[4] language,shown
[4] ticket,neo4j
[4] love,github
[4] shown,ikwattro
[4] cypher,embedded
[4] neo4j,cypher
[4] supports,cypher

Top Word Pairs in Tweet in G8:
[5] akshay18_dev,pranshupareekk
[5] googledevsin,neo4j
[4] insights,insider
[4] developer,relations
[4] mindset,watch
[4] relations,training
[4] preview,happens
[4] training,mindset
[4] insider,preview
[4] more,insights

Top Word Pairs in Tweet in G9:
[5] prasad,thevaraj
[5] aws,partner
[5] hunger,create
[5] thevaraj,jennifer
[5] michael,hunger
[5] antony,prasad
[5] create,dynamic
[5] dynamic,serverless
[5] reif,michael
[5] jennifer,reif

Top Replied-To
Top Replied-To in Entire Graph:
@wallie_io
@neo4j
@le_carlesr
@lordnarfz0g
@speaksnanda
@gunnarmorling
@serengil
@leftsaidtim
@sidagarwal04
@2fast2taps

Top Replied-To in G2:
@wallie_io
@lordnarfz0g
@serengil
@neo4j
@2fast2taps
@lyonwj
@richardd1110
@sagecodes
@br52627832

Top Replied-To in G4:
@hutsiedotcom

Top Replied-To in G5:
@gunnarmorling
@alexandererdl
@aboudzeineddin

Top Replied-To in G6:
@lnordwall

Top Replied-To in G7:
@shipilev
@christiankuehn
@ikwattro

Top Replied-To in G8:
@sidagarwal04
@karthik_padman
@siddharth_hacks

Top Replied-To in G9:
@neo4j

Top Replied-To in G10:
@fpianz

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@halftep
@mayankgbrc
@awsblogs
@alexandererdl
@emileifrem
@couchbase
@mesirii
@googledevsin
@sidagarwal04

Top Mentioned in G1:
@deveyedeas

Top Mentioned in G2:
@neo4j
@microsoft
@tb_tomaz
@emileifrem
@halftep
@jmhreif
@meistermeier
@linkurious
@thenewstack
@p_brunenberg

Top Mentioned in G3:
@kemkominfo
@neo4j
@mymdec
@imdasg
@dbsbank
@channelnewsasia
@zuelligpharma2
@pfizer
@astrazeneca
@gsk

Top Mentioned in G4:
@neo4j
@couchbase
@redisinc
@arangodb
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@postgresql
@mongodb

Top Mentioned in G5:
@halftep
@alexandererdl
@neo4j
@ericwastl
@ajarasch
@mesirii
@lyonwj
@jmhreif
@meistermeier
@sidagarwal04

Top Mentioned in G6:
@neo4j
@virginiemorgon
@gvteam
@eurazeo
@emileifrem
@creandum
@morganstanley
@pichette
@davidoklein
@denisepersson

Top Mentioned in G7:
@neo4j
@github
@ikwattro
@rotnroll666
@rastadidi
@alexandererdl
@mesirii

Top Mentioned in G8:
@googledevsin
@neo4j
@akshay18_dev
@pranshupareekk
@kamsusasi
@prasadseth
@sidagarwal04

Top Mentioned in G9:
@awsblogs
@digitalhealthxx
@jmhreif
@mesirii
@runonflux
@tsunomur
@johnsnowlabs

Top Mentioned in G10:
@wikidata
@wikiresearch
@kgconference
@connected_data
@merpeltje
@dbpedia
@neo4j
@bl_labs

Top Tweeters
Top Tweeters in Entire Graph:
@vonrosenchild
@dataaugmented
@periscopeislit
@uhiiman
@toudajew
@getthatrightgtr
@channelnewsasia
@suriyasubraman
@feedpushr
@call_user_func

Top Tweeters in G1:
@uhiiman
@getthatrightgtr
@suriyasubraman
@feedpushr
@call_user_func
@itnan_ru
@kamikudakun
@atsuizo
@bugsshah
@asfmavenrelease

Top Tweeters in G2:
@periscopeislit
@greentechdon
@pythonbot_by_pm
@mwolfov
@eric_kavanagh
@thenewstack
@azuretweetbot
@cloud_smart_bot
@sbc111
@neo4j

Top Tweeters in G3:
@channelnewsasia
@smh
@mymaybank
@anz_au
@vodafoneau
@gartner_inc
@kemkominfo
@danielcfng
@dbsbank
@techtargetnews

Top Tweeters in G4:
@cool_golang
@craigmullins
@silelf
@teradata
@filemakertoday
@couchbase
@mongodb
@influxdb
@sapinmemory
@sqlserver

Top Tweeters in G5:
@toudajew
@gunnarmorling
@mesirii
@peterlawrey
@sbvq6p199xe
@rvanbruggen
@ericwastl
@lyonwj
@cedricfauvet
@aywengo

Top Tweeters in G6:
@morganstanley
@eurazeo
@creandum
@gvteam
@iitbombay
@virginiemorgon
@olarollen
@pichette
@jmsuhy
@tpreuss

Top Tweeters in G7:
@dataaugmented
@rotnroll666
@christiankuehn
@ikwattro
@shipilev
@github
@karlrv
@logisima
@rastadidi
@rizwan_chouhan

Top Tweeters in G8:
@siddharth_hacks
@karthik_padman
@googledevsin
@sidagarwal04
@joshuapoddoku
@sumanthkrishna_
@akshay18_dev
@prasadseth
@kamsusasi
@pranshupareekk

Top Tweeters in G9:
@vonrosenchild
@tsunomur
@digitalhealthxx
@awsblogs
@runonflux
@johnsnowlabs
@saasauthority
@gptaws
@awsmlops
@ouss_eth

Top Tweeters in G10:
@wikinorn
@wikidata
@wikiresearch
@connected_data
@fpianz
@bl_labs
@dbpedia
@merpeltje
@kgconference


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