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
Nki-enh_0177857_biggraphs brain 1827240 47180600 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0178174_biggraphs brain 1827240 127661000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0178453_biggraphs brain 1827240 64508900 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0179005_biggraphs brain 1827240 132552000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0179283_biggraphs brain 1827240 92872500 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0179309_biggraphs brain 1827240 95568300 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0179454_biggraphs brain 1827240 129275000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0179873_biggraphs brain 1827240 73754700 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0180093_biggraphs brain 1827240 76461900 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0180308_biggraphs brain 1827240 85228700 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0181439_biggraphs brain 1827240 64533000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0181535_biggraphs brain 1827240 89754300 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0181960_biggraphs brain 1827240 67457300 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0182376_biggraphs brain 1827240 102239000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0182604_biggraphs brain 1827240 100118000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0183457_biggraphs brain 1827240 49844100 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0183726_biggraphs brain 1827240 104511000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0185428_biggraphs brain 1827240 104498000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0185676_biggraphs brain 1827240 81682600 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0185781_biggraphs brain 1827240 94747100 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0186067_biggraphs brain 1827240 115123000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0186277_biggraphs brain 1827240 106503000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0187635_biggraphs brain 1827240 124518000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0187884_biggraphs brain 1827240 100093000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Nki-enh_0188199_biggraphs brain 1827240 98468500 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
  • Page 12 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