snap-www rok sosič, jure leskovecsnap.stanford.edu/proj/snap-www/snap- · 2020. 7. 3. · ,...
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![Page 1: snap-www Rok Sosič, Jure Leskovecsnap.stanford.edu/proj/snap-www/SNAP- · 2020. 7. 3. · , Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 16. Title: Slide 1 Author:](https://reader036.vdocuments.mx/reader036/viewer/2022062510/612119e7b8c4f647ff7034cd/html5/thumbnails/1.jpg)
Rok Sosič, Jure Leskovec Stanford University WWW-15, Florence, Italy May, 2015
http://snap.stanford.edu/proj/snap-www
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Stanford Network Analysis Platform (SNAP) is a general purpose, high-performance system for analysis and manipulation of large networks http://snap.stanford.edu Scales to massive networks with hundreds of
millions of nodes and billions of edges
SNAP software Snap.py for Python, SNAP C++
SNAP datasets Over 70 network datasets
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Motivation Introduction to SNAP Snap.py for Python Network analytics SNAP network datasets SNAP for C++ Hands-on exercise Contact information: Rok Sosič, [email protected] Slides available at: http://snap.stanford.edu/proj/snap-www
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Why Networks? Networks are a general language for describing
complex systems
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Friends & Family WWW-15, Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 5
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Society WWW-15, Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 6
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Media & Information WWW-15, Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 7
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World economy WWW-15, Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 8
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Roads WWW-15, Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 9
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Human cell WWW-15, Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 10
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Brain WWW-15, Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 11
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Networks! WWW-15, Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 12
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Rok Sosič, Jure Leskovec Stanford University WWW-15, Florence, Italy May, 2015
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Prebuilt packages available for Mac OS X, Windows, Linux http://snap.stanford.edu/snappy/index.html Snap.py documentation:
http://snap.stanford.edu/snappy/doc/index.html Quick Introduction, Tutorial, Reference Manual
SNAP user mailing list
http://groups.google.com/group/snap-discuss
Developer resources Software available as open source under BSD license GitHub repository
https://github.com/snap-stanford/snap-python WWW-15, Florence, Italy Rok Sosič and Jure Leskovec, Stanford University 14
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Source code available for Mac OS X, Windows, Linux http://snap.stanford.edu/snap/download.html SNAP documentation http://snap.stanford.edu/snap/doc.html
Quick Introduction, User Reference Manual Source code, see tutorials
SNAP user mailing list http://groups.google.com/group/snap-discuss
Developer resources Software available as open source under BSD license GitHub repository https://github.com/snap-stanford/snap
SNAP C++ Programming Guide
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Collection of over 70 web and social network datasets:
http://snap.stanford.edu/data
Mailing list: http://groups.google.com/group/snap-datasets Social networks: online social networks, edges represent
interactions between people Twitter and Memetracker : Memetracker phrases, links and 467
million Tweets Citation networks: nodes represent papers, edges represent
citations Collaboration networks: nodes represent scientists, edges
represent collaborations (co-authoring a paper) Amazon networks : nodes represent products and edges link
commonly co-purchased products
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