HiQBind / hiqbind_stats.json
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{
"n_total": 31572,
"sample_size": 8000,
"atoms_per_structure": {
"min": 709,
"max": 50092,
"mean": 6829.78375
},
"bounding_box_extent_angstrom": {
"side_min": 21.65899658203125,
"side_max": 221.00599670410156,
"diagonal_min": 45.237691696034425,
"diagonal_max": 274.62297143473495
},
"elements": {
"count": 14,
"atomic_numbers": [
1,
4,
6,
7,
8,
9,
15,
16,
17,
33,
34,
35,
53,
80
],
"symbols": [
"H",
"Be",
"C",
"N",
"O",
"F",
"P",
"S",
"Cl",
"As",
"Se",
"Br",
"I",
"Hg"
],
"counts": {
"1": 27169131,
"4": 1,
"6": 17498478,
"7": 4701257,
"8": 5119687,
"9": 2694,
"15": 2375,
"16": 142235,
"17": 1496,
"33": 121,
"34": 431,
"35": 276,
"53": 84,
"80": 4
}
},
"label_y": {
"min": -2.966576337814331,
"max": 14.0,
"mean": 6.467261703925151
},
"exact": {
"num_complexes": 32275,
"num_sm": 31572,
"num_poly": 703,
"num_unique_pdb_ids": 18160,
"components": {
"protein": {
"total_atoms": 217467858,
"min": 683,
"mean": 6738.0,
"max": 50050,
"zero_length": 0
},
"ligand": {
"total_atoms": 1528172,
"min": 4,
"mean": 47.3,
"max": 233,
"zero_length": 0
},
"water": {
"total_atoms": 7276591,
"min": 0,
"mean": 225.5,
"max": 2232,
"zero_length": 1392
},
"additives": {
"total_atoms": 1024858,
"min": 0,
"mean": 31.8,
"max": 912,
"zero_length": 9256
}
},
"pocket": "NOT shipped \u2014 HiQBind provides none; use HiQBind(pocket_cutoff=<A>) at load",
"elements_z": [
1,
3,
4,
5,
6,
7,
8,
9,
11,
12,
13,
15,
16,
17,
19,
20,
23,
25,
26,
27,
28,
29,
30,
31,
33,
34,
35,
36,
37,
38,
39,
42,
44,
48,
49,
52,
53,
54,
55,
56,
59,
62,
63,
64,
65,
70,
74,
76,
77,
78,
79,
80,
81,
82,
92,
95,
96
],
"elements_symbols": [
"H",
"Li",
"Be",
"B",
"C",
"N",
"O",
"F",
"Na",
"Mg",
"Al",
"P",
"S",
"Cl",
"K",
"Ca",
"V",
"Mn",
"Fe",
"Co",
"Ni",
"Cu",
"Zn",
"Ga",
"As",
"Se",
"Br",
"Kr",
"Rb",
"Sr",
"Y",
"Mo",
"Ru",
"Cd",
"In",
"Te",
"I",
"Xe",
"Cs",
"Ba",
"Pr",
"Sm",
"Eu",
"Gd",
"Tb",
"Yb",
"W",
"Os",
"Ir",
"Pt",
"Au",
"Hg",
"Tl",
"Pb",
"U",
"Am",
"Cm"
],
"n_elements": 57,
"res_name_vocab_size": 1043,
"chain_vocab_size": 56,
"residues_per_complex": {
"min": 61,
"mean": 655.8,
"max": 4735
},
"insertion_code_vocab_size": 25,
"ligand_bond_orders": [
1.0,
2.0,
3.0
],
"ligand_edges_total": 1592129,
"edge_convention": "one entry per bond (not both directions), as in LBA",
"affinity_type_counts": {
"ec50": 436,
"ic50": 11686,
"kd": 10169,
"ki": 9984
},
"affinity_sign_counts": {
"<": 168,
"<=": 137,
"=": 31342,
">": 88,
">=": 192,
"~": 348
},
"affinity_unit_counts": {
"M": 540,
"fM": 4,
"mM": 1476,
"nM": 17105,
"pM": 281,
"uM": 12865,
"unknown": 4
},
"affinity_source_counts": {
"BindingDB": 8645,
"BioLiP": 37,
"MOAD": 23593
},
"neglog_aff": {
"min": -2.96658,
"max": 14.0,
"mean": 6.43053,
"n_nan": 4
},
"log_affinity": {
"min": -14.0,
"max": 2.96658,
"mean": -6.43053,
"n_nan": 4
},
"affinity_value": {
"min": 1e-14,
"max": 500000000.0,
"mean": 141926.0,
"n_nan": 0
},
"resolution": {
"min": 0.66,
"max": 7.88,
"mean": 2.05335,
"n_nan": 461
},
"year": {
"min": 1982.0,
"max": 2022.0,
"mean": 2012.38,
"n_nan": 0
},
"mw": {
"min": 44.037,
"max": 1820.15,
"mean": 381.428,
"n_nan": 0
},
"logp": {
"min": -23.011,
"max": 13.6536,
"mean": 1.04652,
"n_nan": 0
},
"tpsa": {
"min": 0.0,
"max": 786.07,
"mean": 112.206,
"n_nan": 0
},
"qed": {
"min": 0.0117604,
"max": 0.947347,
"mean": 0.502505,
"n_nan": 0
},
"additives_composition": {
"total_atoms": 1024858,
"distinct_residue_names": 966,
"note": "classes are indicative, from a curated residue list used ONLY for this summary \u2014 the shipped data classifies nothing beyond entity_type (water / metal_ion / other_hetero). Cofactors are the largest class but a minority, which is why the component is called \"additives\" and not \"cofactors\".",
"by_class": {
"cofactor_nucleotide": {
"atoms": 375002,
"percent": 36.6
},
"cryoprotectant_buffer_detergent": {
"atoms": 220225,
"percent": 21.5
},
"other_incl_lipid": {
"atoms": 147312,
"percent": 14.4
},
"ion_salt_small_anion": {
"atoms": 145998,
"percent": 14.2
},
"sugar": {
"atoms": 136321,
"percent": 13.3
}
},
"top20_residues": {
"NAG": 104832,
"HEM": 103103,
"NAP": 76604,
"SO4": 69000,
"GOL": 60238,
"EDO": 56687,
"FAD": 38961,
"NAD": 36195,
"H4B": 29818,
"NDP": 27909,
"DMS": 26721,
"ACT": 14920,
"PO4": 12905,
"1PE": 10885,
"BTB": 10808,
"PEG": 9888,
"ZN": 9331,
"CLR": 9156,
"ADP": 7886,
"GTP": 6408
}
},
"water": {
"total_atoms": 7276591,
"note": "HOH only, split into its own file so it can be excluded from the download"
},
"units": {
"pos": "angstrom",
"neglog_aff": "unitless (-log10 of affinity in M; pKd-like)",
"log_affinity": "unitless (log10 of affinity in M)",
"affinity_value": "in affinity_unit (fM..M), per-complex",
"resolution": "angstrom (NaN for 461 NMR structures)",
"mw": "g/mol",
"tpsa": "angstrom^2",
"logp": "unitless",
"qed": "unitless [0,1]"
}
}
}