NeuroData's Graph DataBase

Lowering the barrier to entry for scalable neuroscience

Biologically derived graphs

Thanks to all who provided the raw data from which we derived these graphs. Every graph is annotated with a source attribute that denotes its origin.
Graphs are provided by default in graphML format. This is the only format that supports iterable attributes.
Consider using the graph conversion api for post-download conversion. Examples of how to load graphs using igraph can be found here.
Downloaded zip files must be unzipped using Linux unzip.

All data here can also be acquired directly from http://openconnecto.me/mrdata/static/graphs/.

Cat

Download url region # Nodes # Edges Graph Attrs Node Attrs Edge Attrs sensor project Source host url
Mixed.species_brain_1 brain 65 1139 source, region, DOI, sensor id — Tract tracing studies — www.jneurosci.org
  • 1 graph download model

Fly

Download url region # Nodes # Edges Graph Attrs Node Attrs Edge Attrs sensor project Source host url
Drosophila_medulla_1 medulla 1781 33641 info, source, region, DOI, sensor name, id post.z, post.x, post.y, pre.x, pre.y, pre.z, proofreading.details Electron Microscopy — www.nature.com
  • 1 graph download model

Human

For a data description of the brain graph attributes click here.

Download url region # Nodes # Edges Graph Attrs Node Attrs Edge Attrs sensor project Source host url
Jung2015_m87141233_biggraphs brain 1827240 53477100 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87141372_biggraphs brain 1827240 129601000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87142041_biggraphs brain 1827240 48374300 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87142470_biggraphs brain 1827240 159477000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87142763_biggraphs brain 1827240 59740000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87144650_biggraphs brain 1827240 43118400 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87147013_biggraphs brain 1827240 50837300 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87147150_biggraphs brain 1827240 78406000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87147468_biggraphs brain 1827240 207673000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87147497_biggraphs brain 1827240 91874500 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87147558_biggraphs brain 1827240 251166000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87147832_biggraphs brain 1827240 165601000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87148542_biggraphs brain 1827240 52085100 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87148617_biggraphs brain 1827240 58220600 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87149439_biggraphs brain 1827240 63891800 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87149846_biggraphs brain 1827240 51103100 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87150229_biggraphs brain 1827240 61406100 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87151190_biggraphs brain 1827240 121507000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87151917_biggraphs brain 1827240 233403000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87152220_biggraphs brain 1827240 193525000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87152553_biggraphs brain 1827240 227038000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87152723_biggraphs brain 1827240 243428000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87153437_biggraphs brain 1827240 201472000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87154782_biggraphs brain 1827240 66582100 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87154783_biggraphs brain 1827240 62203800 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
  • Page 19 of 2675
  • 25 of 66853 graph download models

Downsample factor:

Macaque

Download url region # Nodes # Edges Graph Attrs Node Attrs Edge Attrs sensor project Source host url
Rhesus_brain_1 cerebral cortex 242 4090 source, region, DOI, sensor name, id — Tract tracing studies — www.plosone.org
Rhesus_brain_2 brain 91 628 source, region, DOI, sensor name, id SLN_perc, Dist_mm Retrograde tracer — www.core-nets.org
Rhesus_cerebral.cortex_1 cerebral cortex 91 1989 source, region, DOI, sensor name, id CASE, STATUS, BIBLIOGRAPHY, MONKEY, NEURONS, FLNe Retrograde tracer — www.core-nets.org
Rhesus_interareal.cortical.network_2 interareal cortical network 93 2667 source, region, DOI, sensor name, id weight Retrograde tracer — www.core-nets.org
  • 4 graph download models

Mouse

Download url region # Nodes # Edges Graph Attrs Node Attrs Edge Attrs sensor project Source host url
Mouse_brain_1 brain 213 21807 source, region, DOI, sensor name, id w_contra_weight, pvalue_contra_weight, w_ipsi_weight, pvalue_ipsi_weight Enhanced green fluorescent protein — www.nature.com
Mouse_retina_1 retina 1123 577350 source, region, sensor name, designation, macneil_type, certainty, volgyi_type, coarse, y, x, z, id y, x, z, area Electron Microscopy — github.com
Kasthuri_graph_v4 — 1029 1700 — id, vid direction, synapse_id — — —
Mouse_visual.cortex_1 cerebral cortex 29 44 info, source, region, DOI, sensor type1, id, type2 weight Electron microscopy — www.nature.com
Mouse_visual.cortex_2 cerebral cortex 195 214 info, DOI, region, source, key, sensor type1, id, type2 weight Electron microscopy — www.nature.com
  • 5 graph download models

Rat

Download url region # Nodes # Edges Graph Attrs Node Attrs Edge Attrs sensor project Source host url
Rattus.norvegicus_brain_1 brain 503 27667 source, region, sensor name, id weight Neuroanatomical experiments — brancusi1.usc.edu
Rattus.norvegicus_brain_2 brain 503 30088 source, region, sensor name, id weight Neuroanatomical experiments — brancusi1.usc.edu
Rattus.norvegicus_brain_3 brain 496 33020 source, region, sensor name, id weight Neuroanatomical experiments — brancusi1.usc.edu
  • 3 graph download models

Worm

Download url region # Nodes # Edges Graph Attrs Node Attrs Edge Attrs sensor project Source host url
C.elegans_neural.male_1 neural 272 4451 source, region, DOI, sensor name, id electrical_weight, chemical_weight Electron Microscopy — www.sciencemag.org
C.elegans.herm_pharynx_1 pharynx 279 3225 info, source, region, sensor name, cell_name, role, cell_class, neurotransmitters, id, soma_pos synapse_type, weight Electron Microscopy — github.com
P.pacificus_neural.synaptic_1 neural synaptic 54 511 info, source, region, DOI, sensor name, id synapse.ID Electron Microscopy — www.sciencedirect.com
P.pacificus_neural.synaptic_2 neural synaptic 50 611 info, source, region, DOI, sensor name, id synapse.ID Electron Microscopy — www.sciencedirect.com
  • 4 graph download models