FAQ | Problem?
Donate to the Social Media Research Foundation's NodeXL development fund

http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-b
http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-b
From:
scotpublichealth
Uploaded on:
March 20, 2017
Short Description:
http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef via NodeXL http://bit.ly/2nXCvYH
@

Description:
Description
The graph represents a network of 232 Twitter users whose recent tweets contained "http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef", 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, 20 March 2017 at 22:48 UTC.

The tweets in the network were tweeted over the 3-day, 3-hour, 29-minute period from Thursday, 16 March 2017 at 08:50 UTC to Sunday, 19 March 2017 at 12:19 UTC.

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 : 232
Unique Edges : 683
Edges With Duplicates : 8
Total Edges : 691
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 53
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 161
Maximum Edges in a Connected Component : 619
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.934854
Graph Density : 0.0118861024033438
Modularity : 0.15811
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[160] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[26] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=science
[11] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_source=twitter.com&utm_campaign=science&utm_medium=social&utm_term=nprnews
[10] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=storiesfromnpr
[8] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef
[4] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=environment
[3] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=researchnews
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=twitter&utm_campaign=science&utm_source=dlvr.it
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=morningedition
[1] https://freeq.wordpress.com/2017/03/16/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef-httpbuff-ly2nhrbex/

Top URLs in Tweet in G1:
[154] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=science
[1] http://linkis.com/www.npr.org/2017/03/qS5gQ
[1] http://linkis.com/www.npr.org/2017/03/Qf7G5

Top URLs in Tweet in G2:
[18] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=science
[10] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=storiesfromnpr
[5] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef
[4] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=researchnews
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=environment
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=morningedition
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=twitter&utm_campaign=science&utm_source=dlvr.it
[1] http://www.xubex.com
[1] http://linkis.com/www.npr.org/2017/03/Qwjq9

Top URLs in Tweet in G3:
[11] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_source=twitter.com&utm_campaign=science&utm_medium=social&utm_term=nprnews

Top URLs in Tweet in G4:
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G5:
[1] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=science

Top URLs in Tweet in G6:
[3] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=science

Top URLs in Tweet in G7:
[1] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef

Top URLs in Tweet in G8:
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=science

Top URLs in Tweet in G9:
[2] http://www.npr.org/2017/03/16/520364036/study-finds-high-temperatures-killing-large-parts-of-great-barrier-reef?utm_medium=RSS&utm_campaign=environment

Top Domains
Top Domains in Tweet in Entire Graph:
[227] npr.org
[3] linkis.com
[1] wordpress.com
[1] xubex.com

Top Domains in Tweet in G1:
[158] npr.org
[2] linkis.com

Top Domains in Tweet in G2:
[47] npr.org
[1] xubex.com
[1] linkis.com
[1] wordpress.com

Top Domains in Tweet in G3:
[11] npr.org

Top Domains in Tweet in G4:
[2] npr.org

Top Domains in Tweet in G5:
[1] npr.org

Top Domains in Tweet in G6:
[3] npr.org

Top Domains in Tweet in G7:
[1] npr.org

Top Domains in Tweet in G8:
[2] npr.org

Top Domains in Tweet in G9:
[2] npr.org

Top Hashtags
Top Words
Top Words in Tweet in Entire Graph:
[72] Words in Sentiment List#1: Positive
[378] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2864] Non-categorized Words
[3314] Total Words
[181] npr
[155] greatbarrierreef
[154] nature
[154] chasingcoral
[153] coral

Top Words in Tweet in G1:
[160] npr
[154] chasingcoral
[153] coral
[153] bleaching
[153] death
[153] 22
[153] greatbarrierreef
[153] died
[153] 2106
[153] nature

Top Words in Tweet in G2:
[47] study
[46] finds
[46] high
[46] temperatures
[46] killing
[46] large
[46] parts
[46] great
[46] barrier
[45] reef

Top Words in Tweet in G3:
[11] study
[11] finds
[11] high
[11] temperatures
[11] killing
[11] large
[11] parts
[11] great
[11] barrier
[11] reef

Top Words in Tweet in G4:
[2] study
[2] finds
[2] high
[2] temperatures
[2] killing
[2] large
[2] parts
[2] greatbarrierreef
[2] nprnews

Top Words in Tweet in G6:
[3] study
[3] finds
[3] high
[3] temperatures
[3] killing
[3] large
[3] parts
[3] great
[3] barrier
[3] reef

Top Words in Tweet in G8:
[2] new
[2] story
[2] npr
[2] study
[2] finds
[2] high
[2] temperatures
[2] killing
[2] large
[2] parts

Top Words in Tweet in G9:
[2] study
[2] finds
[2] high
[2] temperatures
[2] killing
[2] large
[2] parts
[2] great
[2] barrier
[2] reef

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[153] coral,bleaching
[153] bleaching,death
[153] death,22
[153] 22,greatbarrierreef
[153] greatbarrierreef,died
[153] died,2106
[153] 2106,npr
[153] npr,nature
[153] nature,chasingcoral
[152] patriciakime,coral

Top Word Pairs in Tweet in G1:
[153] coral,bleaching
[153] bleaching,death
[153] death,22
[153] 22,greatbarrierreef
[153] greatbarrierreef,died
[153] died,2106
[153] 2106,npr
[153] npr,nature
[153] nature,chasingcoral
[152] patriciakime,coral

Top Word Pairs in Tweet in G2:
[46] study,finds
[46] finds,high
[46] high,temperatures
[46] temperatures,killing
[46] killing,large
[46] large,parts
[46] parts,great
[46] great,barrier
[45] barrier,reef
[18] npr,study

Top Word Pairs in Tweet in G3:
[11] study,finds
[11] finds,high
[11] high,temperatures
[11] temperatures,killing
[11] killing,large
[11] large,parts
[11] parts,great
[11] great,barrier
[11] barrier,reef
[10] nprscience,study

Top Word Pairs in Tweet in G4:
[2] study,finds
[2] finds,high
[2] high,temperatures
[2] temperatures,killing
[2] killing,large
[2] large,parts
[2] parts,greatbarrierreef
[2] greatbarrierreef,nprnews

Top Word Pairs in Tweet in G6:
[3] study,finds
[3] finds,high
[3] high,temperatures
[3] temperatures,killing
[3] killing,large
[3] large,parts
[3] parts,great
[3] great,barrier
[3] barrier,reef
[3] reef,health

Top Word Pairs in Tweet in G8:
[2] new,story
[2] story,npr
[2] npr,study
[2] study,finds
[2] finds,high
[2] high,temperatures
[2] temperatures,killing
[2] killing,large
[2] large,parts
[2] parts,great

Top Word Pairs in Tweet in G9:
[2] study,finds
[2] finds,high
[2] high,temperatures
[2] temperatures,killing
[2] killing,large
[2] large,parts
[2] parts,great
[2] great,barrier
[2] barrier,reef
[2] reef,national

Top Replied-To
Top Replied-To in Entire Graph:
@jimfish56837379

Top Replied-To in G7:
@jimfish56837379

Top Mentioned
Top Mentioned in Entire Graph:
@npr
@chasingcoral
@nature
@patriciakime
@nprscience
@nprnews
@dr_alex27
@epiren
@thecenterlwhs
@potus

Top Mentioned in G1:
@npr
@chasingcoral
@nature
@patriciakime
@josetijam

Top Mentioned in G3:
@nprscience

Top Mentioned in G4:
@nprnews
@thecenterlwhs

Top Mentioned in G5:
@potus
@realdonaldtrump

Top Mentioned in G6:
@dr_alex27

Top Mentioned in G8:
@epiren

Top Mentioned in G9:
@ecointernet3

Top Tweeters
Top Tweeters in Entire Graph:
@krunox123
@andoro13012ha
@georgegallagher
@zoe_nor
@abby_retweet
@sciseekfeed
@valerie0714
@mvwinall
@mwgfla
@caffreyej

Top Tweeters in G1:
@andoro13012ha
@abby_retweet
@valerie0714
@mvwinall
@mwgfla
@christellar
@npr
@theironfight
@reysysordo
@msswank

Top Tweeters in G2:
@krunox123
@georgegallagher
@zoe_nor
@sciseekfeed
@caffreyej
@hershelsiv
@noworange
@gerardnerr
@bocapriott
@nprpopular

Top Tweeters in G3:
@nprscience
@moriartylab
@lamitie_sherry
@tera_levin
@ellingsonkc
@jdcaughel
@tamihalcomb
@pjai57dolores
@lenan42
@medinaparker

Top Tweeters in G4:
@urbanstomach
@thecenterlwhs
@nprnews

Top Tweeters in G5:
@realdonaldtrump
@potus
@lorim_maga

Top Tweeters in G6:
@dr_alex27
@the1transformer
@procaretakers

Top Tweeters in G7:
@jimfish56837379
@geoffmprice

Top Tweeters in G8:
@epiren
@electricista545

Top Tweeters in G9:
@ecointernet3
@ssaretired2005