MS-BioGraphs MS50 | DIPSA: Data-Intensive Parallel Systems and Algorithms

Name	MS-BioGraphs – MS50
URL	https://blogs.qub.ac.uk/DIPSA/MS-BioGraphs-MS50
Download Link	https://dx.doi.org/10.21227/gmd9-1534
Script for Downloading All Files	https://blogs.qub.ac.uk/DIPSA/MS-BioGraphs-on-IEEE-DataPort/
Validating and Sample Code	https://blogs.qub.ac.uk/DIPSA/MS-BioGraphs-Validation/
Graph Explanation	Vertices represent proteins and each edge represents the sequence similarity between its two endpoints
Edge Weighted	Yes
Directed	No
Number of Vertices	585,603,088
Number of Edges	124,783,559,600
Maximum Degree	507,826
Minimum Weight	900
Maximum Weight	634,925
Number of Zero-Degree Vertices	0
Average Degree	213.1
Size of The Largest WCC	102,256,631,195
Number of WCC	155,295,301
Creation Details	MS-BioGraphs: Sequency Similarity Graph Datasets
Format	WebGraph
License	CC BY-NC-SA
QUB IDF	2223-052
DOI	10.5281/zenodo.7820819
Citation	Mohsen Koohi Esfahani, Sebastiano Vigna, Paolo Boldi, Hans Vandierendonck, Peter Kilpatrick, March 13, 2024, "MS-BioGraphs: Trillion-Scale Sequence Similarity Graph Datasets", IEEE Dataport, doi: https://dx.doi.org/10.21227/gmd9-1534.
Bibtex	@data{gmd9-1534-24, doi = {10.21227/gmd9-1534}, url = {https://dx.doi.org/10.21227/gmd9-1534}, author = {Koohi Esfahani, Mohsen and Vigna, Sebastiano and Boldi, Paolo and Vandierendonck, Hans and Kilpatrick, Peter}, publisher = {IEEE Dataport}, title = {MS-BioGraphs: Trillion-Scale Sequence Similarity Graph Datasets}, year = {2024} }

Files

Underlying Graph	The underlying graph in WebGraph format: File: MS50-underlying.graph, Size: 347,621,279,586 Bytes File: MS50-underlying.offsets, Size: 1,235,232,971 Bytes File: MS50-underlying.properties, Size: 1,459 Bytes Total Size: 348,856,514,016 Bytes These files are validated using ‘Edge Blocks SHAs File’ as follows.
Weights (Labels)	The weights of the graph in WebGraph format: File: MS50-weights.labels, Size: 324,269,690,037 Bytes File: MS50-weights.labeloffsets, Size: 1,221,399,047 Bytes File: MS50-weights.properties, Size: 185 Bytes Total Size: 325,491,089,269 Bytes These files are validated using ‘Edge Blocks SHAs File’ as follows.
Edge Blocks SHAs File (Text)	This file contains the shasums of edge blocks where each block contains 64 Million continuous edges and has one shasum for its 64M endpoints and one for its 64M edge weights. The file is used to validate the underlying graph and the weights. For further explanation about validation process, please visit the https://blogs.qub.ac.uk/DIPSA/MS-BioGraphs-Validation. Name: MS50_edges_shas.txt Size: 223,440 Bytes SHASUM: 5d1bc449124448e9a6ed3bd439942e31f55d9f97
Offsets (Binary)	The offsets array of the CSX (Compressed Sparse Rows/Columns) graph in binary format and little endian order. It consists of \|V\|+1 8-Bytes elements. The first and last values are 0 and \|E\|, respectively. This array helps converting the graph (or parts of it) from WebGraph format to binary format by one pass over (related) edges. Name: MS50_offsets.bin Size: 4,684,824,712 Bytes SHASUM: b298f974167a1c64a8ba8e211a970c5b5d427137
WCC (Binary)	The Weakly-Connected Compontent (WCC) array in binary format and little endian order. This array consists of \|V\| 4-Bytes elements The vertices in the same component have the same values in the WCC array. Name: MS50-wcc.bin Size: 2,342,412,352 Bytes SHASUM: 4d640ce445477191a3bc3dd00f09f712b9429af2
Names (tar.gz)	This compressed file contains 120 files in CSV format using ‘;’ as the separator. Each row has two columns: ID of vertex and name of the sequence. Note: If the graph has a ‘N2O Reordering’ file, the n2o array should be used to convert the vertex ID to old vertex ID which is used for identifying name of the protein in the `names.tar.gz` file. Name: names.tar.gz Size: 27,130,045,933 Bytes SHASUM: ba00b58bbb2795445554058a681b573c751ef315
N2O Reordering (Binary)	The New to Old (N2O) reordering array of the graph in binary format and little endian order. It consists of \|V\| 4-Bytes elements and identifies the old ID of each vertex which is used in searching the name of vertex (protein) in the names.tar.gz file . Name: MS50-n2o.bin Size: 2,342,412,352 Bytes SHASUM: 91939605bdde3eb67a013f80d4c2a84d1684ca8f
OJSON	The charactersitics of the graph and shasums of the files. It is in the open json format and needs a closing brace (}) to be appended before being passed to a json parser. Name: MS50.ojson Size: 751 Bytes SHASUM: eb94812bea81cd40a3f33d6aaa5fdd63946ffc92

Plots

For the explanation about the plots, please refer to the MS-BioGraphs paper.
To have a better resolution, please click on the images.

Degree Distribution
Weight Distribution
Vertex-Relative Weight Distribution
Degree Decomposition
Cell-Binned Average Weight Degree Distribution
Weakly-Connected Components Size Distribution