network

lecture > network

 

A データが入手できるウェブサイト(暫定)

  • 枝リストなどのネットワーク・データの形でデータが入手できるウェブサイトだけでなく、原データの入手先も含む。
  • 適宜更新していく予定。

 

1. ネットワーク全般

・Network Data Repository, University of California

http://networkdata.ics.uci.edu

・Laboratory for Web Algorithmics, University of Millan

http://law.di.unimi.it/datasets.php

・UCINET IV Datasets

http://vlado.fmf.uni-lj.si/pub/networks/data/UciNet/UciData.htm

・Pajek datasets

http://vlado.fmf.uni-lj.si/pub/networks/data/default.htm

・Dr. Mark Newman’s collection of network data sets

http://www-personal.umich.edu/~mejn/netdata

・Dr. Alex Arenas’s collection of network data sets

http://deim.urv.cat/~alexandre.arenas/data/welcome.htm

 

2. データサイエンス全般

・Kaggle

https://www.kaggle.com/datasets

3. 経済・金融

・UN COMTRADE

https://comtrade.un.org/db

・GTAP (Global Trade Analysis Project)

https://www.gtap.agecon.purdue.edu

・Yahoo! Finance

https://finance.yahoo.com/

・Cities and Service Firms (Network Data Repository, University of California)

http://networkdata.ics.uci.edu/netdata/html/cities.html

・Galaskiewicz’s CEOs and Clubs (Network Data Repository, University of California)

http://networkdata.ics.uci.edu/netdata/html/ceos.html

 

4. インターネット

・iPlane traceroute Dataset

https://labs.ripe.net/datarepository/data-sets/iplane-traceroute-dataset

・CAIDA (Center for Applied Internet Data Analysis)

http://www.caida.org/home

・DIMES

http://www.netdimes.org

 

5. WWW, Email, ソーシャルメディア

・Laboratory for Web Algorithmics, University of Millan

http://law.di.unimi.it/datasets.php

・E-mail network URV (Dr. Alex Arenas’s collection of network data sets)

http://deim.urv.cat/~alexandre.arenas/data/welcome.htm

・Wikimedia Downloads

https://dumps.wikimedia.org/

・Twitter API

https://developer.twitter.com/en/docs

・Twitter Apps

https://apps.twitter.com/

・Facebook グラフAPI

https://developers.facebook.com/docs/graph-api?locale=ja_JP

・Notre Dame WWW (Pajek datasets)

http://vlado.fmf.uni-lj.si/pub/networks/data/ND/NDnets.htm

 

6. 人間関係

・Zachary’s karate club (Dr. Mark Newman’s collection of network data sets)

http://www-personal.umich.edu/~mejn/netdata/

・American College football (Dr. Mark Newman’s collection of network data sets)

http://www-personal.umich.edu/~mejn/netdata/

・Sampson’s Monastery Data (Network Data Repository, University of California)

http://networkdata.ics.uci.edu/netdata/html/sampson.html

・Legal basis for divorce in the USA (Network Data Repository, University of California)

http://networkdata.ics.uci.edu/netdata/html/divorce.html

 

7. 健康・医療・生活

・Add Health cohort

http://www.cpc.unc.edu/projects/addhealth/documentation/publicdata

 

8. 研究者・研究論文

・Centrality Literature Network (Network Data Repository, University of California)

http://networkdata.ics.uci.edu/netdata/html/centralityLiterature.html

・Selected citation networks from Garfield’s collection (Pajek datasets)

http://vlado.fmf.uni-lj.si/pub/networks/data/cite/default.htm

 

9. 言語・芸術・エンターテイメント

・青空文庫

https://www.aozora.gr.jp/

・Hollywood film music (Network Data Repository, University of California)

http://networkdata.ics.uci.edu/netdata/html/movies.html

・Jazz musicians network (Dr. Alex Arenas’s collection of network data sets)

http://deim.urv.cat/~alexandre.arenas/data/welcome.htm

・Les Miserables (Dr. Mark Newman’s collection of network data sets)

http://www-personal.umich.edu/~mejn/netdata

 

10. 生命科学

・C. elegans metabolic network (Dr. Alex Arenas’s collection of network data sets)

http://deim.urv.cat/~alexandre.arenas/data/welcome.htm

・WORMATLAS

http://www.wormatlas.org

・Brain Connectivity Toolbox

https://sites.google.com/site/bctnet

・Dolphin social network(Dr. Mark Newman’s collection of network data sets)

http://www-personal.umich.edu/~mejn/netdata

・Protein-protein interaction network in budding yeast (Pajek datasets)

http://vlado.fmf.uni-lj.si/pub/networks/data/bio/Yeast/Yeast.htm

 

11. 食物連鎖

・Various Pajek dataset of food web

http://vlado.fmf.uni-lj.si/pub/networks/data/bio/foodweb/foodweb.htm

・Data from: Parasites affect food web structure primarily through increased diversity and complexity

https://datadryad.org//resource/doi:10.5061/dryad.b8r5c

・South Florida Food Webs (Network Data Repository, University of California)

http://networkdata.ics.uci.edu/netdata/html/floridaFoodWebs.html

・Food Web Database, University of Canberra

https://globalwebdb.com

・Pacific Ecoinformatics and Computational Ecology Lab.

http://foodwebs.org

 

12. 練習用

・Zachary’s karate club (Dr. Mark Newman’s collection of network data sets)

http://www-personal.umich.edu/~mejn/netdata/

・American College football (Dr. Mark Newman’s collection of network data sets)

http://www-personal.umich.edu/~mejn/netdata/

・Wikipedia: File:Graph betweenness.svg

https://commons.wikimedia.org/wiki/File:Graph_betweenness.svg