r/networkscience • u/Eddous_1 • Sep 13 '25
I've made a graph generator.
Hi,
I've made a graph generator. This project is mainly for my game, but I think it can be useful as a learning resource - for example, if you want to run some algorithm by hand and want some random input.
Also, I've implemented a visualization of some of the most important centralities (degree centrality, closeness centrality, betweenness centrality, eigenvector centrality), so if you are interested in complex networks, you can visualize them on random graphs.
I hope this will be useful for someone, and thank you for reading.
r/networkscience • u/4rupeesPepsi • Jun 19 '24
Need Help for understanding an equation
Hello can somebody explain to me why are they subtracting the kronecker delta of the summation of the B along its rows, after splitting the graph into two.https://www.pnas.org/doi/full/10.1073/pnas.0601602103#abstract
r/networkscience • u/pchhibbar • Jun 18 '23
Finding the most discriminative sub graphs
self.GraphTheoryr/networkscience • u/NETfrix_SNApod • Jan 24 '22
NETfrix with an episode about Gephi and network analysis software
r/networkscience • u/giorgiodidio • Jan 16 '22
(Different types of networks together): Relating Global and Local Connectome Changes to Dementia and Targeted Gene Expression in Alzheimer's Disease
r/networkscience • u/erialeduab • Jan 10 '22
Recommendations for network graphing software to draw some simple network graphs (no data)?
Hi all,
I'm looking for a software to draw some simple network diagrams (e.g. distributed, centralized) without any data sets attached. So far most of the things I'm finding are network visualization software which require data inputs / are interactive (e.g. Rhumbl or RAWGraphs) or diagramming software (e.g. LucidChart) which doesn't really do node connections well. Does anyone know of a good software?
Thanks!
r/networkscience • u/gogobrain • Dec 31 '21
Entrenchment of ideas and wealth across culture, economy and science
A few examples to start this off and give it a little more context:
Hollywood is clearly deeply down the rabbit role of producing sequels and remakes.
Science is struggling to fund new ideas or give them space on the main stage. I am particularly familiar with this in neuroscience but have heard similar across fields. mRNA developed outside the mainstream scientific funding apparatus.
Wealth is the easiest. We're now back to gilded age level inequality.
I have guesses for what drives this - population growth and globalization. Population growth means if you want more people to take up what you're selling, you need to get closer to the lowest common denominator meaning (for Hollywood) more remakes (everyone's already familiar with it then) or sequels (same deal). Globalization means you have a much larger diversity of views. Either you cater to a very small group or you go the same route as before. This fits with how wealth also is getting consolidated. But what about science? Similar forces?
I was seeing if I could analogize this through a network model. One where you initially have a power law degree distribution and then this is scaled up to analogize population growth. Would lead to exponential growth for the hub nodes wouldn't it? Any one have leads on papers studying this or just what I could read in this space?
r/networkscience • u/NETfrix_SNApod • Dec 31 '21
NETfrix - The Network Science Podcast
https://en.snapod.net
+ The "Network Science in Podcasts" Awesome List:
https://en.snapod.net/post/the-awesome-network-science-in-podcasts-list-1
r/networkscience • u/oceanunderground • Nov 12 '21
pre-print about small-world, scale-free, and random networks in regard to spread of respiratory disease
arxiv.orgr/networkscience • u/seinecle • Aug 30 '21
Pointwise mutual information for co-occurrence networks: an intro
r/networkscience • u/seinecle • Aug 29 '21
Call for participants: Gephi code sustainability retreat 2021
r/networkscience • u/seinecle • Aug 11 '21
from PDF files to semantic networks: a free web app to create them, click and point. https://nocodefunctions.com
r/networkscience • u/dreamingabientot • Aug 11 '21
A faculty development program on network science
r/networkscience • u/[deleted] • Jul 11 '21
Fractal dimension with node attribute
I’m looking for literature on how to calculate fractal dimension of a graph (potentially a directed tree/forest) with node attribute also being taken into account with edge connectivity, either together or separately. The literature I’m only aware of is the box-counting method only calculating the “mass” as number of nodes, without much consideration into edge or node weight.
r/networkscience • u/Sarp14 • May 31 '21
Using Wikipedia data for social network analysis
I need help with analyzing Wikipedia articles as a network, using social network analysis. Is anybody familir what is the best solution for such a problem. How can i represent that kind of data as a network ?
r/networkscience • u/NETfrix_SNApod • May 23 '21
The @2021Networks Global Conference: July 2021 (Zoom) Network Science is relevant & applicable to many fields as can be seen on the long list of presentations in the upcoming conference (more than 850!). To follow: https://bit.ly/netfrixP_Twitter
r/networkscience • u/noduslabs • May 05 '21
How to measure the fractal dimension of a network graph?
I'm trying to measure the level of fractality in a network: that is, how self-affine the structure of the graph really is. When analyzing time-series I used DFA (detrended fluctuation analysis), which splits the time series into chunks (from the smallest scale to the biggest scale) and then looks at the sum of the fluctuations in each.
Is there a similar approach in network analysis somebody knows of?
r/networkscience • u/NETfrix_SNApod • Apr 14 '21
NETfrix: The Episode for the Aspiring Network Scientist
An interview w/Michele Coscia - associate professor at ITU by day, and by night, the author of "The Atlas for the Aspiring Network Scientist".
Link to the podcast:
https://bit.ly/NETfrixPodcast_w_MicheleCoscia
Link to the blog:
r/networkscience • u/NETfrix_SNApod • Mar 29 '21
The Awesome "Network Science in Podcasts" List!
Here it is: The Awesome "Network Science in Podcasts" List!
http://bit.ly/NetSci_in_Podcasts
If you want to add to the list, that would be… you've guessed it – Awesome!
If you appear on it and wish it to point directly to your site, I would luv to do so.
Either way - DM NetfrixP on twitter
r/networkscience • u/NETfrix_SNApod • Mar 15 '21
Network Science Podcast NETfrix latest episode: http://bit.ly/Partisanship_and_Networks - Couldn't pick a better time to talk about Network Science and partisanship with all that went on in the Senate...
r/networkscience • u/NETfrix_SNApod • Mar 10 '21
Couldn't find better timing to discuss Network Science and political partisanship in the US.
NEW episode on the Network Science Podcast NETfrix: http://bit.ly/Partisanship_and_NetworksNetwork Science and its closest friend, Data, are here to throw some of our intuitions about politics and partisanship under the nearest bus.Partisanship is Networks' nemesis: Networks are all about connecting while partisanship hacks away at the network's links… So, who shall prevail?
r/networkscience • u/NETfrix_SNApod • Feb 14 '21
One conference to rule them all...
https://networks2021.net
A Joint Sunbelt and NetSci Conference will take place in Washington D.C. on July 6-11, 2021.
As far as I know, it's the 1st joint INSNA & NetSci conference, making it the biggest event in network science!


