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@pythonroboto Twitter NodeXL SNA Map and Report for Monday, 09 January 2023 at 15:06 UTC
@pythonroboto Twitter NodeXL SNA Map and Report for Monday, 09 January 2023 at 15:06 UTC
From:
SMRFoundation
Uploaded on:
January 09, 2023
Short Description:
@pythonroboto via NodeXL https://bit.ly/3CvI5dC
@pythonroboto
@eli_krumova
@tsuiallen
@tbloode
@aymanwally1990
@docassar
@opensourceffect
@insekurity
@moiza_munir
@golu946

Top hashtags:
#ghostmarket
#nft
#nfts
#100daysofcodechallenge
#smarthome
#cryptocurrency
#ai

Description:
Description
The graph represents a network of 93 Twitter users whose recent tweets contained "@pythonroboto", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 09 January 2023 at 15:07 UTC.

The tweets in the network were tweeted over the 9-day, 13-hour, 7-minute period from Friday, 30 December 2022 at 17:44 UTC to Monday, 09 January 2023 at 06:52 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 : 93
Unique Edges : 156
Edges With Duplicates : 276
Total Edges : 432
Number of Edge Types : 5
Replies to : 44
Retweet : 64
MentionsInRetweet : 177
Mentions : 141
Tweet : 6
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0561224489795918
Reciprocated Edge Ratio : 0.106280193236715
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 93
Maximum Edges in a Connected Component : 432
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.736039
Graph Density : 0.0241935483870968
Modularity : 0.325063
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=287525
Data Import : The graph represents a network of 93 Twitter users whose recent tweets contained "@pythonroboto", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 09 January 2023 at 15:07 UTC.

The tweets in the network were tweeted over the 9-day, 13-hour, 7-minute period from Friday, 30 December 2022 at 17:44 UTC to Monday, 09 January 2023 at 06:52 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 : TwitterSearch
Graph Term : @pythonroboto
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286868&utm_content=buffer734f6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://ghostmarket.io/asset/polygon/0x068bef92987d16ef682ff017b822ca1211401eaf/1846/
[9] https://ghostmarket.io/asset/polygon/0x068bEF92987D16eF682FF017B822CA1211401EaF/1581/
[8] https://www.youtube.com/watch?v=sqJWyPhZkDw&feature=youtu.be

[6] https://github.com/TMDStudios/mock_trader
[5] https://www.youtube.com/watch?v=yBkRLhoVTmc&feature=youtu.be

[4] https://gameroom.up.railway.app/
[3] https://publish0x.com/open-source-projects/project-based-python-xerpvgl
[3] https://www.publish0x.com/open-source-projects/hidden-gems-xrnyekl?a=oQeZVWD6ep&tid=Twitter
[3] https://ghostmarket.io/asset/pha/GHOST/43858505352828898531811779986248631152009296088749813516732346232067408838874/

Top URLs in Tweet in G1:
[13] https://ghostmarket.io/asset/polygon/0x068bef92987d16ef682ff017b822ca1211401eaf/1846/
[9] https://ghostmarket.io/asset/polygon/0x068bEF92987D16eF682FF017B822CA1211401EaF/1581/
[8] https://www.youtube.com/watch?v=sqJWyPhZkDw&feature=youtu.be

[6] https://github.com/TMDStudios/mock_trader
[5] https://www.youtube.com/watch?v=yBkRLhoVTmc&feature=youtu.be

[4] https://gameroom.up.railway.app/
[3] https://www.publish0x.com/open-source-projects/hidden-gems-xrnyekl?a=oQeZVWD6ep&tid=Twitter
[3] https://publish0x.com/open-source-projects/project-based-python-xerpvgl
[3] https://tmdstudios.wordpress.com/earn-crypto/
[3] https://ghostmarket.io/asset/pha/GHOST/43858505352828898531811779986248631152009296088749813516732346232067408838874/

Top URLs in Tweet in G2:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286868&utm_content=buffer734f6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286148
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286868
[1] https://twitter.com/Eli_Krumova/status/1608550341678882816
[1] https://twitter.com/globaliqx/status/1608546399544565762

Top URLs in Tweet in G4:
[2] https://www.redhat.com/en/topics/devops/what-is-ci-cd

Top URLs in Tweet in G8:
[1] https://twitter.com/k10uppal/status/1584513742695694336
[1] https://twitter.com/miyamoto_hirosi/status/1609060922315911168

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] ghostmarket
[25] nft
[25] nfts
[18] 100daysofcodechallenge
[17] smarthome
[15] cryptocurrency
[14] ai
[13] crypto
[12] influencers
[10] iot



Top Hashtags in Tweet in G1:
[28] ghostmarket
[25] nft
[25] nfts
[18] 100daysofcodechallenge
[15] cryptocurrency
[13] crypto
[8] 100daysofcode
[8] python
[7] dev
[6] indiegame

Top Hashtags in Tweet in G2:
[17] smarthome
[12] influencers
[11] ai
[10] iot
[9] homeautomation
[9] technology
[9] iiot
[7] nodexl
[7] iotcl
[7] iotpl

Top Hashtags in Tweet in G4:
[1] soocon23
[1] opensource

Top Hashtags in Tweet in G6:
[3] opensource
[3] software
[3] linux
[2] ai
[2] machinelearning
[2] datascientist
[2] softwaredevelopment

Top Words
Top Words in Tweet in Entire Graph:
[67] pythonroboto
[44] #ghostmarket
[42] #crypto
[39] #cryptocurrency
[31] #bitcoin
[30] check
[25] crypto
[25] nft
[25] #nft
[25] #indiegame

Top Words in Tweet in G1:
[44] #ghostmarket
[42] #crypto
[39] #cryptocurrency
[31] #bitcoin
[30] check
[25] crypto
[25] nft
[25] #nft
[25] #indiegame
[25] ghostmarketio

Top Words in Tweet in G2:
[26] pythonroboto
[25] nodexl
[25] chidambara09
[24] analytics_699
[23] fmfrancoise
[23] cybersecurityn8
[23] honeywell_home
[23] sectest9
[23] globaliqx
[23] 3ative

Top Words in Tweet in G3:
[6] pythonroboto
[6] madelynnprice14
[6] khulood_almani
[6] jorgedach89
[3] whoa
[2] emmy_b2k
[2] imeldapfeffer59
[2] watched
[2] pussy4men69
[2] imanikirton

Top Words in Tweet in G4:
[8] pythonroboto
[5] openuk_uk
[4] jyzg
[4] approach
[4] using
[3] oriented
[3] applications
[3] object
[3] murraydata
[2] current

Top Words in Tweet in G5:
[2] traveltcoin
[2] hellboycrypto1
[2] johnkenethreyes
[2] chadeyan1
[2] pythonroboto

Top Words in Tweet in G6:
[3] #linux
[3] #software
[3] pythonroboto
[3] #opensource
[2] #softwaredevelopment
[2] ml
[2] ai
[2] #datascientist
[2] #machinelearning
[2] mawg0ud

Top Words in Tweet in G7:
[2] pythonroboto
[2] ready

Top Words in Tweet in G8:
[2] thank
[2] pythonroboto

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] #crypto,#cryptocurrency
[25] check,cool
[25] ghostmarketio,#nfts
[25] #nft,#ghostmarket
[25] cool,nft
[25] #mint,#new
[25] #ghostmarket,ghostmarketio
[23] chidambara09,3ative
[23] fmfrancoise,pythonroboto
[23] honeywell_home,cybersecurityn8

Top Word Pairs in Tweet in G1:
[27] #crypto,#cryptocurrency
[25] cool,nft
[25] check,cool
[25] #mint,#new
[25] #ghostmarket,ghostmarketio
[25] #nft,#ghostmarket
[25] ghostmarketio,#nfts
[22] #indiegame,#mint
[22] #retro,#pixelart
[22] #digitalart,#gamedev

Top Word Pairs in Tweet in G2:
[23] chidambara09,3ative
[23] honeywell_home,cybersecurityn8
[23] cybersecurityn8,chidambara09
[23] sectest9,analytics_699
[23] 3ative,fmfrancoise
[23] fmfrancoise,pythonroboto
[18] eli_krumova,honeywell_home
[18] #homeautomation,#technology
[18] #ai,#homeautomation
[18] analytics_699,eli_krumova

Top Word Pairs in Tweet in G3:
[6] madelynnprice14,khulood_almani
[6] jorgedach89,madelynnprice14
[6] khulood_almani,pythonroboto
[2] imanikirton,jorgedach89
[2] watched,video
[2] whoa,whoa
[2] pussy4men69,jorgedach89
[2] imeldapfeffer59,jorgedach89
[2] pythonroboto,watched
[2] emmy_b2k,imeldapfeffer59

Top Word Pairs in Tweet in G4:
[5] pythonroboto,openuk_uk
[3] jyzg,pythonroboto
[3] murraydata,pythonroboto
[3] object,oriented
[2] agile,approach
[2] ci,cd
[2] couple,applications
[2] using,approach
[2] deployed,couple
[2] trend,seeing

Top Word Pairs in Tweet in G5:
[2] pythonroboto,traveltcoin
[2] johnkenethreyes,chadeyan1
[2] chadeyan1,hellboycrypto1
[2] hellboycrypto1,pythonroboto

Top Word Pairs in Tweet in G6:
[3] #opensource,#software
[3] #software,#linux
[2] pythonroboto,ml
[2] ai,#opensource
[2] #machinelearning,#datascientist
[2] #datascientist,#softwaredevelopment
[2] mawg0ud,pythonroboto
[2] #linux,#ai
[2] ml,ai
[2] #ai,#machinelearning

Top Word Pairs in Tweet in G8:
[2] thank,pythonroboto

Top Replied-To
Top Replied-To in Entire Graph:
@pythonroboto
@globaliqx
@jyzg
@mawg0ud
@surajti36172244
@gaybonch
@ghanashri_m
@murraydata
@johnkenethreyes
@neatdata

Top Replied-To in G1:
@pythonroboto
@surajti36172244
@ghanashri_m
@mawg0ud
@timostickz04
@__mbel__
@kwaka_eugene
@mouredev
@valkachi1
@skyludens1984

Top Replied-To in G2:
@globaliqx

Top Replied-To in G3:
@ceeairuhh
@ryanjhaybelen
@luciocordero
@mohamedalboudy
@charmie_lachica
@oliverbirdman

Top Replied-To in G4:
@jyzg
@gaybonch
@murraydata

Top Replied-To in G5:
@johnkenethreyes

Top Replied-To in G6:
@mawg0ud
@neatdata

Top Replied-To in G7:
@kaperskyguru
@tephlondude

Top Replied-To in G9:
@vivekkushal

Top Mentioned
Top Mentioned in Entire Graph:
@pythonroboto
@ghostmarketio
@chidambara09
@eli_krumova
@analytics_699
@sectest9
@honeywell_home
@cybersecurityn8
@3ative
@fmfrancoise

Top Mentioned in G1:
@ghostmarketio
@youtube
@pythonroboto
@tmd__studios
@savetonotion

Top Mentioned in G2:
@pythonroboto
@chidambara09
@eli_krumova
@analytics_699
@sectest9
@honeywell_home
@cybersecurityn8
@3ative
@fmfrancoise
@nodexl

Top Mentioned in G3:
@jorgedach89
@madelynnprice14
@khulood_almani
@pythonroboto
@imanikirton
@emmy_b2k
@bk_ian1st

Top Mentioned in G4:
@pythonroboto
@openuk_uk
@murraydata

Top Mentioned in G5:
@chadeyan1
@hellboycrypto1
@pythonroboto
@traveltcoin

Top Mentioned in G6:
@pythonroboto
@successcfc13

Top Mentioned in G7:
@pythonroboto
@davidnburgess

Top Mentioned in G8:
@pythonroboto
@k10uppal
@thepsf
@miyamoto_hirosi

Top Mentioned in G9:
@pythonroboto
@hackerrank

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersecurityn8
@savetonotion
@bitrichinfo
@laveilletechno
@3ative
@pythonroboto
@zdenekdolezal
@safiroanejo

Top Tweeters in G1:
@savetonotion
@bitrichinfo
@pythonroboto
@zdenekdolezal
@safiroanejo
@markj_ohnson
@youtube
@ellyspacesongs
@sdogdev
@mouredev

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersecurityn8
@3ative
@fmfrancoise
@eli_krumova
@corixpartners
@transform_sec
@khulood_almani
@gp_pulipaka

Top Tweeters in G3:
@shazaelward81
@oliverbirdman
@aymanwally1990
@damiaskrp
@mohamedalboudy
@ceeairuhh
@mikzel30
@ryanjhaybelen
@luciocordero
@kakashiaim

Top Tweeters in G4:
@austin_castel
@rcsmit
@murraydata
@jyzg
@openuk_uk
@gaybonch

Top Tweeters in G5:
@hellboycrypto1
@moiza_munir
@johnkenethreyes
@golu946
@traveltcoin
@chadeyan1

Top Tweeters in G6:
@laveilletechno
@successcfc13
@mawg0ud
@neatdata
@opensourceffect

Top Tweeters in G7:
@davidnburgess
@kaperskyguru
@tephlondude
@tbloode

Top Tweeters in G8:
@tsuiallen
@miyamoto_hirosi
@thepsf
@k10uppal

Top Tweeters in G9:
@hackerrank
@insekurity
@vivekkushal


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