#c4l19, Twitter, 2/19/2019 7:09:53 PM, 187291


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#c4l19_2019-02-19_11-03-10.xlsx
#c4l19_2019-02-19_11-03-10.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 19, 2019
Short Description:
#c4l19 via NodeXL http://bit.ly/2SQ0InJ
@yo_bj
@ablwr
@archivematica
@mjingle
@lissertations
@broadwym
@davidunderdown9
@gmcharlt
@tolloid
@scottythered

Top hashtags:
#c4l19
#code4lib
#serverless
#cats4lib
#eaasi
#open
#shareable
#digipres
#islandora
#libtechwomen

Description:
Description
The graph represents a network of 98 Twitter users whose recent tweets contained "#c4l19", 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, 19 February 2019 at 19:06 UTC.

The tweets in the network were tweeted over the 9-day, 14-hour, 29-minute period from Sunday, 10 February 2019 at 04:35 UTC to Tuesday, 19 February 2019 at 19:04 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 : 98
Unique Edges : 118
Edges With Duplicates : 70
Total Edges : 188
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.0294117647058824
Reciprocated Edge Ratio : 0.0571428571428571
Connected Components : 22
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 62
Maximum Edges in a Connected Component : 119
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.275602
Graph Density : 0.0110456553755523
Modularity : 0.544053
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://wiki.code4lib.org/2019_Conference_Volunteers
[3] https://twitter.com/archivematica/status/1097910803338948608
[2] https://2019.code4lib.org/schedule/
[1] https://wiki.code4lib.org/2019_Social_Activities#.23LibTechWomen_Meet-Up.2C_Thursday.2C_February_21st
[1] https://accounts.google.com/ServiceLogin?service=cl&passive=1209600&osid=1&continue=https://calendar.google.com/calendar/r?tab%3Dwc%26pli%3D1%26t%3DAKUaPmarnDqSUQyAzDd4owT7KEgwpGkG3lfeH2FGbNIOFHdruxM-TgVLrPozHpS4OAam47ddeKWe42eiJOmb4__Nz0NU0Xgg3A%253D%253D&followup=https://calendar.google.com/calendar/r?tab%3Dwc%26pli%3D1%26t%3DAKUaPmarnDqSUQyAzDd4owT7KEgwpGkG3lfeH2FGbNIOFHdruxM-TgVLrPozHpS4OAam47ddeKWe42eiJOmb4__Nz0NU0Xgg3A%253D%253D&scc=1
[1] https://github.com/hectorcorrea/solr-for-newbies/blob/master/tutorial.md
[1] http://www.lib.montana.edu/privacy-forum/
[1] https://www.softwarepreservationnetwork.org/blog/documentation-plan-eaasi/
[1] https://twitter.com/bot_interrupted/status/1097902242651348992
[1] https://twitter.com/oclcdevnet/status/1095352219279544326

Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=-2UpwpTAd8U

[1] https://twitter.com/anarchivist/status/1097197564321910785
[1] https://twitter.com/livephish/status/1097536592800088065
[1] https://2019.code4lib.org/
[1] https://twitter.com/yo_bj/status/1097870250551369728
[1] https://github.com/hectorcorrea/solr-for-newbies/blob/master/tutorial.md
[1] https://accounts.google.com/ServiceLogin?service=cl&passive=1209600&osid=1&continue=https://calendar.google.com/calendar/r?tab%3Dwc%26pli%3D1%26t%3DAKUaPmarnDqSUQyAzDd4owT7KEgwpGkG3lfeH2FGbNIOFHdruxM-TgVLrPozHpS4OAam47ddeKWe42eiJOmb4__Nz0NU0Xgg3A%253D%253D&followup=https://calendar.google.com/calendar/r?tab%3Dwc%26pli%3D1%26t%3DAKUaPmarnDqSUQyAzDd4owT7KEgwpGkG3lfeH2FGbNIOFHdruxM-TgVLrPozHpS4OAam47ddeKWe42eiJOmb4__Nz0NU0Xgg3A%253D%253D&scc=1

Top URLs in Tweet in G2:
[6] https://wiki.code4lib.org/2019_Conference_Volunteers
[1] https://wiki.code4lib.org/2019_Social_Activities
[1] https://twitter.com/yo_bj/status/1095722593917661185
[1] https://2019.code4lib.org/workshops/
[1] https://2019.code4lib.org/general-info/venues/#dinner
[1] https://2019.code4lib.org/general-info/first-timers
[1] https://2019.code4lib.org/conduct/
[1] https://wiki.code4lib.org/2019_Social_Activities#.23LibTechWomen_Meet-Up.2C_Thursday.2C_February_21st

Top URLs in Tweet in G3:
[2] https://twitter.com/archivematica/status/1097910803338948608
[2] https://2019.code4lib.org/schedule/
[1] https://twitter.com/mjingle/status/1097917131780308993
[1] https://twitter.com/archivalistic/status/1095768157556338689

Top URLs in Tweet in G4:
[1] https://2019.code4lib.org/talks/Programmatic-approaches-to-bias-in-descriptive-metadata
[1] https://www.softwarepreservationnetwork.org/blog/documentation-plan-eaasi/

Top URLs in Tweet in G5:
[1] https://twitter.com/oclcdevnet/status/1095352219279544326

Top URLs in Tweet in G6:
[1] https://twitter.com/bot_interrupted/status/1097902242651348992
[1] https://2019.code4lib.org/workshops/ISLE-Islandora-for-All

Top URLs in Tweet in G7:
[1] https://twitter.com/archivematica/status/1097910803338948608

Top URLs in Tweet in G8:
[1] http://www.lib.montana.edu/privacy-forum/

Top URLs in Tweet in G9:
[1] https://docs.google.com/document/d/1XQg7jRiI4YWaCwJo3GiTt98l7eBmXTAyHKoFkdgfJnI/edit#

Top Domains
Top Domains in Tweet in Entire Graph:
[19] code4lib.org
[11] twitter.com
[2] google.com
[1] github.com
[1] montana.edu
[1] softwarepreservationnetwork.org
[1] youtube.com

Top Domains in Tweet in G1:
[3] twitter.com
[1] youtube.com
[1] code4lib.org
[1] github.com
[1] google.com

Top Domains in Tweet in G2:
[12] code4lib.org
[1] twitter.com

Top Domains in Tweet in G3:
[4] twitter.com
[2] code4lib.org

Top Domains in Tweet in G4:
[1] code4lib.org
[1] softwarepreservationnetwork.org

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

Top Domains in Tweet in G6:
[1] twitter.com
[1] code4lib.org

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] montana.edu

Top Domains in Tweet in G9:
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[142] c4l19
[10] code4lib
[6] serverless
[4] cats4lib
[4] eaasi
[4] open
[4] shareable
[3] digipres
[3] islandora
[2] libtechwomen



Top Hashtags in Tweet in G1:
[26] c4l19
[2] code4lib
[1] itsalreadyweirdhere
[1] oss
[1] opensource
[1] opensourcelibraries
[1] librarylife

Top Hashtags in Tweet in G2:
[35] c4l19
[4] cats4lib
[3] code4lib
[2] libtechwomen
[2] c4l19leftbehind

Top Hashtags in Tweet in G3:
[14] c4l19
[2] pasig2019
[2] digipres
[1] seizethemeansofpreservation

Top Hashtags in Tweet in G4:
[5] c4l19
[4] eaasi
[4] open
[4] shareable
[1] documentation
[1] digipres

Top Hashtags in Tweet in G5:
[6] serverless
[3] c4l19
[2] devops

Top Hashtags in Tweet in G6:
[16] c4l19
[3] islandora
[2] notactullytacotime
[1] isle

Top Hashtags in Tweet in G7:
[12] c4l19

Top Hashtags in Tweet in G8:
[5] c4l19

Top Hashtags in Tweet in G9:
[7] c4l19
[4] code4lib

Top Hashtags in Tweet in G10:
[10] c4l19
[1] pantheacon
[1] facilitation

Top Words
Top Words in Tweet in Entire Graph:
[114] Words in Sentiment List#1: Positive
[62] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2901] Non-categorized Words
[3077] Total Words
[139] c4l19
[23] conference
[23] code4lib
[16] new
[15] attending

Top Words in Tweet in G1:
[26] c4l19
[5] conference
[5] project
[4] s
[4] see
[4] big
[3] san
[3] jose
[3] still
[3] anyone

Top Words in Tweet in G2:
[35] c4l19
[10] attending
[10] code4lib
[8] miss
[8] yo_bj
[7] sad
[7] c
[7] 10
[7] years
[7] feels

Top Words in Tweet in G3:
[14] c4l19
[8] ablwr
[6] new
[5] today
[4] archivalistic
[4] route
[4] looking
[4] forward
[4] meeting
[4] friends

Top Words in Tweet in G4:
[5] c4l19
[4] admiring
[4] program
[4] clearly
[4] fomo
[4] levels
[4] high
[4] enough
[4] 'programmatic
[4] approaches

Top Words in Tweet in G5:
[13] serverless
[11] karen
[11] coombs
[11] sr
[11] product
[11] analyst
[11] oclc
[11] librarywebchic
[10] really
[9] oclcdevnet

Top Words in Tweet in G6:
[16] c4l19
[11] islandora
[6] time
[5] isle
[4] workshop
[4] conference
[3] heading
[3] next
[3] week
[3] want

Top Words in Tweet in G7:
[12] c4l19
[7] bound
[7] dude
[7] live
[7] bald
[7] eagle
[7] terminal
[7] giving
[7] life
[7] today

Top Words in Tweet in G8:
[6] privacy
[6] project
[5] excited
[5] c4l19
[5] week
[5] talk
[5] us_imls
[5] funded
[5] web
[5] team

Top Words in Tweet in G9:
[7] c4l19
[6] code4lib
[3] conference
[2] take
[2] yo_bj
[2] attending
[2] thinking
[2] organizing
[2] breakout
[2] session

Top Words in Tweet in G10:
[10] c4l19
[3] karaoke
[3] slack
[3] talk
[2] see
[2] anarchivist
[2] sad
[2] code4lib
[2] starting
[2] know

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] miss,c4l19
[11] sad,miss
[11] attending,code4lib
[11] karen,coombs
[11] coombs,sr
[11] sr,product
[11] product,analyst
[11] analyst,oclc
[11] oclc,librarywebchic
[10] c4l19,c

Top Word Pairs in Tweet in G1:
[4] big,project
[3] san,jose
[2] getting,ready
[2] c4l19,s
[2] s,important
[2] prepare,big

Top Word Pairs in Tweet in G2:
[8] attending,code4lib
[7] sad,miss
[7] miss,c4l19
[7] c4l19,c
[7] c,attending
[7] code4lib,10
[7] 10,years
[7] years,feels
[7] feels,weird
[7] weird,being

Top Word Pairs in Tweet in G3:
[4] archivalistic,ablwr
[4] ablwr,route
[4] route,c4l19
[4] c4l19,today
[4] today,looking
[4] looking,forward
[4] forward,meeting
[4] meeting,friends
[4] friends,old
[4] old,new

Top Word Pairs in Tweet in G4:
[4] admiring,c4l19
[4] c4l19,program
[4] program,clearly
[4] clearly,fomo
[4] fomo,levels
[4] levels,high
[4] high,enough
[4] enough,'programmatic
[4] 'programmatic,approaches
[4] eaasi,update

Top Word Pairs in Tweet in G5:
[11] karen,coombs
[11] coombs,sr
[11] sr,product
[11] product,analyst
[11] analyst,oclc
[11] oclc,librarywebchic
[6] librarywebchic,shares
[6] shares,leverage
[6] leverage,serverless
[6] serverless,technologies

Top Word Pairs in Tweet in G6:
[4] islandora,isle
[3] heading,c4l19
[3] c4l19,next
[3] next,week
[3] week,want
[3] want,islandora
[3] islandora,workshop
[3] workshop,islandora
[3] isle,feb
[3] feb,19th

Top Word Pairs in Tweet in G7:
[7] c4l19,bound
[7] bound,dude
[7] dude,live
[7] live,bald
[7] bald,eagle
[7] eagle,terminal
[7] terminal,giving
[7] giving,life
[7] life,today
[6] broadwym,c4l19

Top Word Pairs in Tweet in G8:
[5] excited,c4l19
[5] c4l19,week
[5] week,talk
[5] talk,us_imls
[5] us_imls,funded
[5] funded,web
[5] web,privacy
[5] privacy,project
[5] project,team
[5] team,sharing

Top Word Pairs in Tweet in G9:
[2] thinking,organizing
[2] organizing,breakout
[2] breakout,session
[2] session,c4l19
[2] c4l19,code4lib
[2] code4lib,conference
[2] conference,budgeting
[2] budgeting,sustainability

Top Word Pairs in Tweet in G10:
[2] know,things
[2] things,getting
[2] getting,serious
[2] serious,create
[2] create,slack
[2] slack,channel
[2] channel,coordinating
[2] coordinating,karaoke
[2] karaoke,conference

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@yo_bj
@librarywebchic
@oclcdevnet
@ablwr
@us_imls
@hei_scott
@broadwym
@tolloid
@islandora
@the_bfool

Top Mentioned in G2:
@yo_bj
@tolloid
@hei_scott
@us_imls
@lydia_zv
@libtechwomen
@gmcharlt
@mjingle
@no_reply
@mjgiarlo

Top Mentioned in G3:
@ablwr
@archivalistic
@archivematica
@librarycongress

Top Mentioned in G4:
@the_bfool
@lissertations
@softpresnetwork
@gitlab

Top Mentioned in G5:
@librarywebchic
@oclcdevnet

Top Mentioned in G6:
@islandora
@ppaneuhaus
@bibliotechy
@searchbrarian

Top Mentioned in G7:
@broadwym
@ablwr

Top Mentioned in G8:
@us_imls
@hei_scott

Top Mentioned in G9:
@yo_bj
@seneb
@bernirizarry
@gmcharlt

Top Mentioned in G10:
@yo_bj
@anarchivist

Top Tweeters
Top Tweeters in Entire Graph:
@annejumps
@wentrogue
@santchiweb
@ruthbrarian
@montserratlj
@serverlessfan
@davidunderdown9
@anarchivist
@beet_keeper
@yo_bj

Top Tweeters in G1:
@carmendarlene
@metageeky
@aslaughter
@margaret_heller
@chewchewtrain
@kristydixie
@gotharchivist
@meta_cat
@newlyblank
@dtkinzer

Top Tweeters in G2:
@ruthbrarian
@yo_bj
@declan
@mjgiarlo
@paigecmorgan
@no_reply
@mjingle
@ahitchens
@lydia_zv
@mrdys

Top Tweeters in G3:
@beet_keeper
@archivalistic
@blakesweezy
@ablwr
@librarycongress
@dalelore
@ssekittof
@kellyannewithe
@archivematica
@fileformatology

Top Tweeters in G4:
@davidunderdown9
@sylvianursebc
@gitlab
@euanc
@lissertations
@the_bfool
@elvia_arroyo
@softpresnetwork
@kurau5u

Top Tweeters in G5:
@santchiweb
@serverlessfan
@hsway
@librarywebchic
@cloudcoopitaly
@_serverlessbot_
@natrotnov
@oclcdevnet

Top Tweeters in G6:
@bibliotechy
@ppaneuhaus
@islandora
@scottlziegler
@aaronchoate
@searchbrarian
@bot_interrupted

Top Tweeters in G7:
@annejumps
@wentrogue
@montserratlj
@fuckclevernames
@panoptigoth
@broadwym
@rachelmfleming

Top Tweeters in G8:
@hypervisible
@mrs_k
@us_imls
@libskrat
@gillmbyrne
@hei_scott

Top Tweeters in G9:
@gmcharlt
@therealarty
@seneb
@bernirizarry

Top Tweeters in G10:
@anarchivist
@tararobertson
@scottythered
@saramannheimer


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