#twitterapi, Twitter, 7/14/2020 5:06:21 PM, 230624


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#twitterapi Twitter NodeXL SNA Map and Report for tiistai, 14 heinäkuuta 2020 at 16.04 UTC
#twitterapi Twitter NodeXL SNA Map and Report for tiistai, 14 heinäkuuta 2020 at 16.04 UTC
From:
mihkal
Uploaded on:
July 14, 2020
Short Description:
#twitterapi via NodeXL https://bit.ly/3iYl7AF
@twitterdev
@jamie_maguire1
@tessak22
@mcdappas
@andypiper
@arejaycola
@azu_inc
@lysdexic_
@vipulashal
@tme_michael

Top hashtags:
#twitterapi
#acmc2020
#datasonification
#javascript
#システムの新規開発や改修の依頼歓迎です
#webシステム改修

Description:
Description
The graph represents a network of 102 Twitter users whose recent tweets contained "#twitterapi", 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 Tuesday, 14 July 2020 at 16:04 UTC.

The tweets in the network were tweeted over the 8-day, 12-hour, 18-minute period from Monday, 06 July 2020 at 03:45 UTC to Tuesday, 14 July 2020 at 16:03 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 : 102
Unique Edges : 102
Edges With Duplicates : 11
Total Edges : 113
Number of Edge Types : 5
Retweet : 73
Mentions : 8
Tweet : 28
Replies to : 2
MentionsInRetweet : 2
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 20
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 72
Maximum Edges in a Connected Component : 81
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,303851
Graph Density : 0,0081537565521258
Modularity : 0,501253
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 102 Twitter users whose recent tweets contained "#twitterapi", 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 Tuesday, 14 July 2020 at 16:04 UTC.

The tweets in the network were tweeted over the 8-day, 12-hour, 18-minute period from Monday, 06 July 2020 at 03:45 UTC to Tuesday, 14 July 2020 at 16:03 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 : #twitterapi
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:
[3] https://wongmjane.com/
[2] https://blog.twitter.com/developer/en_us/topics/tools/2020/a-year-with-twitter-developer-labs.html
[2] https://twitter.com/TwitterDev/status/1282706521412055048
[2] https://twitter.com/wongmjane
[2] https://www.youtube.com/watch?v=kS_0RNdUjrQ&feature=youtu.be

[1] https://twitter.com/TwitterDev/status/1283068902331817990
[1] https://twitter.com/andypiper/status/1281379779439136770
[1] https://twitter.com/andypiper/status/1278825340924813312
[1] https://twitter.com/2smoovtai/status/1281194210507571201
[1] https://twitter.com/oihamza/status/1278751655035617280

Top URLs in Tweet in G1:
[1] https://blog.twitter.com/developer/en_us/topics/tools/2020/a-year-with-twitter-developer-labs.html
[1] https://twitter.com/TwitterDev/status/1283068902331817990

Top URLs in Tweet in G2:
[3] https://wongmjane.com/
[2] https://twitter.com/wongmjane
[1] https://twitter.com/WorldHashflags/status/1279092770620289029
[1] http://xn--wikipdia-f1a.ORG
[1] https://twitter.com/MarsFilms/status/1219274977175834627
[1] https://twitter.com
[1] https://twitter.com/oihamza/status/1278751655035617280
[1] https://twitter.com/2smoovtai/status/1281194210507571201
[1] https://twitter.com/TwitterDev/status/1282706521412055048

Top URLs in Tweet in G3:
[1] https://twitter.com/andypiper/status/1281379779439136770
[1] https://twitter.com/andypiper/status/1278825340924813312

Top URLs in Tweet in G5:
[1] https://blog.twitter.com/developer/en_us/topics/tools/2020/a-year-with-twitter-developer-labs.html

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=0HK_UQzdNdw


Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=kS_0RNdUjrQ&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://twitter.com/TwitterDev/status/1282706521412055048

Top Domains
Top Domains in Tweet in Entire Graph:
[14] twitter.com
[3] wongmjane.com
[3] youtube.com
[1] xn--wikipdia-f1a.org

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[8] twitter.com
[3] wongmjane.com
[1] xn--wikipdia-f1a.org

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] youtube.com

Top Domains in Tweet in G9:
[2] youtube.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[100] twitterapi
[3] acmc2020
[3] datasonification
[3] javascript
[3] システムの新規開発や改修の依頼歓迎です
[3] webシステム改修
[3] webシステム開発
[3] web屋さん
[2] twitterblueroom
[2] twitter



Top Hashtags in Tweet in G1:
[64] twitterapi
[1] 3daystogo

Top Hashtags in Tweet in G2:
[17] twitterapi
[2] lovetwitter
[2] geek
[2] php
[1] wikipedia
[1] mozilla
[1] github
[1] googledoodle
[1] reddit
[1] twitterblueroom

Top Hashtags in Tweet in G3:
[7] twitterapi

Top Hashtags in Tweet in G4:
[1] blacktranslivesmatter
[1] wetweet
[1] blacklivesmatter
[1] alwaysproud
[1] twitterblueroom
[1] twittertrends
[1] handtwitter
[1] twitterapi

Top Hashtags in Tweet in G5:
[1] twitterapi

Top Hashtags in Tweet in G6:
[3] acmc2020
[3] datasonification
[1] generative
[1] twitterapi
[1] maxforlive
[1] nodeformax

Top Hashtags in Tweet in G7:
[3] twitterapi
[3] javascript
[3] システムの新規開発や改修の依頼歓迎です
[3] webシステム改修
[3] webシステム開発
[3] web屋さん

Top Hashtags in Tweet in G8:
[1] nodejs
[1] twitterapi
[1] osint
[1] bototwit

Top Hashtags in Tweet in G9:
[2] nltk
[2] twitterapi
[1] twitter
[1] python3

Top Hashtags in Tweet in G10:
[2] twitterapi

Top Words
Top Words in Tweet in Entire Graph:
[108] #twitterapi
[60] days
[57] go
[13] twitter
[9] work
[8] re
[8] awesome
[8] developer
[8] labs
[7] see

Top Words in Tweet in G1:
[64] #twitterapi
[56] days
[56] go
[5] year
[5] twitter's
[5] developer
[5] labs
[5] launched
[5] build
[5] towards

Top Words in Tweet in G2:
[17] #twitterapi
[5] twitter
[4] wongmjane
[3] tweet
[3] using
[2] twtr
[2] #lovetwitter
[2] comming
[2] awesome
[2] script

Top Words in Tweet in G3:
[12] #twitterapi
[9] work
[8] re
[6] andy
[6] nailed
[6] love
[6] chat
[6] hear
[6] working
[6] building

Top Words in Tweet in G6:
[3] anyone
[3] interested
[3] presentation
[3] #acmc2020
[3] #datasonification
[3] device
[3] made
[3] improvising
[3] #generative
[3] stuff

Top Words in Tweet in G7:
[6] を使った開発
[3] 仕事開始
[3] 見積2件
[3] 見積
[3] #twitterapi
[3] シミュレーション作成
[3] #javascript
[3] #システムの新規開発や改修の依頼歓迎です
[3] #webシステム改修
[3] #webシステム開発

Top Words in Tweet in G8:
[4] chaque
[4] compte
[4] scoring
[2] petit
[2] dev
[2] émergé
[2] d'une
[2] idée
[2] madamecurves
[2] botometer

Top Words in Tweet in G9:
[2] twitter
[2] api
[2] python
[2] nltk
[2] basics
[2] nlp
[2] youtube
[2] video
[2] #nltk
[2] #twitterapi

Top Words in Tweet in G10:
[2] days
[2] change
[2] code
[2] anyways
[2] hope
[2] see
[2] analytics
[2] part
[2] #twitterapi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] days,go
[57] go,#twitterapi
[8] developer,labs
[6] andy,nailed
[6] nailed,love
[6] love,chat
[6] chat,hear
[6] hear,re
[6] re,working
[6] working,building

Top Word Pairs in Tweet in G1:
[56] days,go
[56] go,#twitterapi
[5] year,twitter's
[5] twitter's,developer
[5] developer,labs
[5] labs,launched
[5] launched,build
[5] build,towards
[5] towards,next
[5] next,generation

Top Word Pairs in Tweet in G2:
[2] tweet,comming
[2] comming,awesome
[2] awesome,script
[2] script,written
[2] written,using
[2] using,php
[2] php,twitter
[2] twitter,api
[2] api,#geek
[2] #geek,#php

Top Word Pairs in Tweet in G3:
[6] andy,nailed
[6] nailed,love
[6] love,chat
[6] chat,hear
[6] hear,re
[6] re,working
[6] working,building
[6] building,list
[6] list,awesome
[6] awesome,developers

Top Word Pairs in Tweet in G6:
[3] anyone,interested
[3] interested,presentation
[3] presentation,#acmc2020
[3] #acmc2020,#datasonification
[3] #datasonification,device
[3] device,made
[3] made,improvising
[3] improvising,#generative
[3] #generative,stuff
[3] stuff,using

Top Word Pairs in Tweet in G7:
[3] 仕事開始,見積2件
[3] 見積2件,見積
[3] 見積,#twitterapi
[3] #twitterapi,を使った開発
[3] を使った開発,シミュレーション作成
[3] シミュレーション作成,#javascript
[3] #javascript,を使った開発
[3] を使った開発,#システムの新規開発や改修の依頼歓迎です
[3] #システムの新規開発や改修の依頼歓迎です,#webシステム改修
[3] #webシステム改修,#webシステム開発

Top Word Pairs in Tweet in G8:
[2] petit,dev
[2] dev,émergé
[2] émergé,d'une
[2] d'une,idée
[2] idée,madamecurves
[2] madamecurves,botometer
[2] botometer,ma
[2] ma,manière
[2] manière,scan
[2] scan,chaque

Top Word Pairs in Tweet in G9:
[2] twitter,api
[2] api,python
[2] python,nltk
[2] nltk,basics
[2] basics,nlp
[2] nlp,youtube
[2] youtube,video
[2] video,#nltk
[2] #nltk,#twitterapi
[2] #twitterapi,#twitter

Top Word Pairs in Tweet in G10:
[2] days,change
[2] change,code
[2] code,anyways
[2] anyways,hope
[2] hope,see
[2] see,analytics
[2] analytics,part
[2] part,#twitterapi

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@taieb_bot
@ins_lookmou
@bluebay700
@enriquearr
@thedeveloperbot
@andypiper
@fvkey
@timparenti
@dylanmcd8
@scottpantall

Top Tweeters in G1:
@ins_lookmou
@bluebay700
@enriquearr
@fvkey
@dylanmcd8
@risay
@takke
@sapphire_dev
@hipsterelectron
@marlxrd

Top Tweeters in G2:
@wongmjane
@muchamadhusyein
@astrooblackk
@mrsw__pk
@megalosansygami
@gogoyang2010
@xainabbas
@johnluck77
@kodenkoden
@imrdjai

Top Tweeters in G3:
@andypiper
@scottpantall
@milendsingh
@jamie_maguire1
@tintegrity
@tessak22
@worldhashflags

Top Tweeters in G4:
@twitterindia
@vipulashal
@verified

Top Tweeters in G5:
@ourielohayon
@madcapslaugh
@mcdappas

Top Tweeters in G6:
@adamhill
@lysdexic_
@wavelifestudio

Top Tweeters in G7:
@taieb_bot
@thedeveloperbot
@azu_inc

Top Tweeters in G8:
@madamecurves
@kongduino
@atmon3r

Top Tweeters in G9:
@youtube
@pythonexpertbot
@mrfugudatasci

Top Tweeters in G10:
@timparenti
@gaaneshaha


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