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
Bnu_1_0025864_session_1-bg brain 1827240 143158000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025864_session_2-bg brain 1827240 133728000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025865_session_1-bg brain 1827240 165916000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025865_session_2-bg brain 1827240 155183000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025867_session_1-bg brain 1827240 145276000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025867_session_2-bg brain 1827240 154669000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025868_session_1-bg brain 1827240 150444000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025868_session_2-bg brain 1827240 158621000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025869_session_1-bg brain 1827240 135039000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025869_session_2-bg brain 1827240 151545000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025870_session_1-bg brain 1827240 148755000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025870_session_2-bg brain 1827240 166806000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025871_session_1-bg brain 1827240 168679000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025871_session_2-bg brain 1827240 171006000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025872_session_1-bg brain 1827240 166572000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025872_session_2-bg brain 1827240 147811000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025873_session_1-bg brain 1827240 149547000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025873_session_2-bg brain 1827240 140102000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025874_session_2-bg brain 1827240 163523000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025876_session_1-bg brain 1827240 140362000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025876_session_2-bg brain 1827240 139871000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025878_session_1-bg brain 1827240 127906000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025896_session_2-bg brain 1827240 114531000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Bnu_1_0025914_session_1-bg brain 1827240 118072000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
Jung2015_m87100374_biggraphs brain 1827240 146460000 DOI, ecount, vcount, region, source, Atlas_MNI152_T1_1mm_brain_incremented_index, sensor spatial_id weight Magnetic Resonance — openconnecto.me
  • Page 14 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