CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

Home

Methods

Datasets

Rankings

RNA 2D Atlas

Help

FAQ

Contact us

RSS feeds

Twitter

Overview

Metric	RSpredict(20)		Sfold
MCC	0.464	>	0.453
Average MCC ± 95% Confidence Intervals	0.472 ± 0.067	>	0.455 ± 0.031
Sensitivity	0.417	>	0.403
Positive Predictive Value	0.516	>	0.510
Total TP	15416	>	14880
Total TN	104340583	<	104341300
Total FP	16541	>	16483
Total FP CONTRA	2420	>	2320
Total FP INCONS	12047	>	11966
Total FP COMP	2074	<	2197
Total FN	21548	<	22084
P-value	1.02208072244e-07

^top

Performance plots

Comparison of performance of RSpredict(20) and Sfold. Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for RSpredict(20) and Sfold).
Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for RSpredict(20) and Sfold).
Comparison of average Matthews Correlation Coefficients (MCCs) for RSpredict(20) and Sfold. The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for RSpredict(20) and Sfold).

^top

Performance of RSpredict(20) - scored higher in this pairwise comparison

1. Total counts & total scores for RSpredict(20)

Total Base Pair Counts
Total TP	15416
Total TN	104340583
Total FP	16541
Total FP CONTRA	2420
Total FP INCONS	12047
Total FP COMP	2074
Total FN	21548

Total Scores
MCC	0.464
Average MCC ± 95% Confidence Intervals	0.472 ± 0.067
Sensitivity	0.417
Positive Predictive Value	0.516
Nr of predictions	77

^top

2. Individual counts for RSpredict(20) [ download as .csv ]

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
CRW_00024	SSU_rRNA_archaea links to Rfam database...	0.78	0.76	0.80	349	1085166	117	16	70	31	109
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.60	0.50	0.71	239	1141980	119	16	81	22	235
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.74	0.71	0.78	332	1170788	124	21	74	29	138
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.72	0.68	0.76	308	1107412	121	17	79	25	148
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.73	0.68	0.78	320	1172336	118	19	71	28	153
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.63	0.55	0.72	260	1181590	123	18	85	20	216
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.73	0.69	0.77	314	1108895	119	18	78	23	143
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.73	0.69	0.78	320	1178470	123	16	74	33	145
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.73	0.68	0.79	316	1135876	116	15	71	30	147
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.72	0.67	0.77	320	1201607	124	19	79	26	156
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.73	0.68	0.79	315	1152520	110	20	66	24	151
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.71	0.65	0.77	308	1180015	120	17	76	27	163
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.73	0.68	0.79	317	1190796	115	15	68	32	151
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.68	0.63	0.74	281	1082274	126	20	81	25	164
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.66	0.60	0.74	283	1178495	122	22	80	20	190
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.71	0.67	0.76	316	1207819	125	23	77	25	159
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.72	0.67	0.77	319	1198513	119	20	74	25	159
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.70	0.63	0.78	285	1105963	105	14	66	25	168
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.71	0.67	0.76	322	1218719	127	19	81	27	162
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.72	0.66	0.78	317	1198517	119	19	73	27	161
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.71	0.62	0.81	292	1192380	91	18	50	23	176
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.68	0.60	0.77	272	1111934	101	13	67	21	183
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.70	0.65	0.75	301	1122349	125	21	80	24	161
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.67	0.60	0.76	266	1085250	106	16	69	21	180
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.73	0.69	0.77	315	1114864	116	18	74	24	142
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.62	0.54	0.71	244	1110451	120	17	83	20	209
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.60	0.51	0.71	231	1129930	115	14	81	20	219
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.71	0.66	0.75	308	1180005	131	20	83	28	156
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.71	0.66	0.75	300	1117861	125	19	80	26	153
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.72	0.67	0.77	311	1144937	123	15	78	30	153
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.71	0.66	0.77	301	1131370	113	18	71	24	155
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.64	0.55	0.73	254	1117913	115	15	78	22	204
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.70	0.66	0.76	312	1189241	126	19	81	26	164
CRW_00298	SSU_rRNA_eukarya links to Rfam database...	0.01	0.01	0.01	3	1620508	410	63	326	21	491
CRW_00301	SSU_rRNA_eukarya links to Rfam database...	0.33	0.31	0.36	161	1762053	322	46	243	33	358
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.37	0.34	0.39	158	1445446	293	34	212	47	304
CRW_00310	SSU_rRNA_eukarya links to Rfam database...	0.02	0.02	0.02	8	1805520	442	63	359	20	513
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.36	0.34	0.38	172	1627656	314	50	232	32	330
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.02	0.02	0.02	8	1988575	477	82	350	45	509
CRW_00332	SSU_rRNA_eukarya links to Rfam database...	0.01	0.01	0.01	3	1769654	389	59	305	25	474
CRW_00333	SSU_rRNA_eukarya links to Rfam database...	0.00	0.00	0.00	1	1892051	454	80	353	21	513
CRW_00345	SSU_rRNA_eukarya links to Rfam database...	0.02	0.02	0.02	8	1586488	384	57	318	9	490
CRW_00346	SSU_rRNA_eukarya links to Rfam database...	0.35	0.31	0.39	156	1584690	293	33	211	49	345
CRW_00348	SSU_rRNA_eukarya links to Rfam database...	0.00	0.00	0.00	0	1615104	410	69	330	11	503
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.00	0.00	0.00	0	1674979	406	62	324	20	507
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.01	0.01	0.01	4	1579393	371	66	290	15	478
CRW_00370	SSU_rRNA_eukarya links to Rfam database...	0.39	0.37	0.42	186	1640327	297	32	221	44	320
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.02	0.02	0.02	8	1611495	424	63	344	17	488
CRW_00372	SSU_rRNA_eukarya links to Rfam database...	0.02	0.02	0.02	8	1625926	390	51	321	18	490
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.00	0.00	0.00	0	2126541	465	66	346	53	534
CRW_00386	SSU_rRNA_eukarya links to Rfam database...	0.02	0.02	0.02	8	1750835	427	65	348	14	507
CRW_00403	SSU_rRNA_eukarya links to Rfam database...	0.00	0.00	0.00	0	1606168	385	68	292	25	464
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.00	0.00	0.00	0	1615135	382	74	294	14	496
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.33	0.31	0.36	152	1665808	305	45	220	40	343
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.64	0.56	0.73	258	1116413	115	15	79	21	200
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.64	0.55	0.75	244	1094136	105	9	71	25	201
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.63	0.55	0.73	249	1119415	115	6	86	23	203
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.70	0.63	0.76	283	1098533	118	13	74	31	163
CRW_00598	SSU_rRNA_eukarya links to Rfam database...	0.30	0.27	0.33	134	1665821	312	37	233	42	357
CRW_00758	SSU_rRNA_eukarya links to Rfam database...	0.00	0.00	0.00	0	1640340	444	79	347	18	483
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.02	0.02	0.02	9	1636732	429	64	340	25	472
CRW_00760	SSU_rRNA_eukarya links to Rfam database...	0.00	0.00	0.00	0	1638553	425	77	325	23	486
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.59	0.49	0.71	196	945723	109	10	71	28	208
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.65	0.57	0.75	254	1137446	113	13	73	27	193
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.63	0.53	0.75	209	1152644	114	10	58	46	185
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.61	0.51	0.72	241	1117925	111	14	80	17	229
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.73	0.69	0.77	319	1135862	125	18	79	28	145
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.35	0.31	0.40	155	1606145	262	44	184	34	348
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.02	0.01	0.02	7	1593610	403	61	327	15	499
CRW_01300	SSU_rRNA_eukarya links to Rfam database...	0.00	0.00	0.00	0	1693285	445	62	373	10	515
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.67	0.60	0.75	297	1073447	132	13	88	31	198
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.62	0.50	0.76	266	1500430	124	10	72	42	269
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.62	0.49	0.77	268	1471123	123	8	71	44	279
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.63	0.49	0.80	278	1606180	104	12	58	34	284
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.61	0.50	0.75	270	1433609	124	8	84	32	270
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.64	0.54	0.76	282	1204758	129	8	80	41	245
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.69	0.62	0.77	305	1117865	121	14	76	31	186

^top

Performance of Sfold - scored lower in this pairwise comparison

1. Total counts & total scores for Sfold

Total Base Pair Counts
Total TP	14880
Total TN	104341300
Total FP	16483
Total FP CONTRA	2320
Total FP INCONS	11966
Total FP COMP	2197
Total FN	22084

Total Scores
MCC	0.453
Average MCC ± 95% Confidence Intervals	0.455 ± 0.031
Sensitivity	0.403
Positive Predictive Value	0.510
Nr of predictions	77

^top

2. Individual counts for Sfold [ download as .csv ]

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
CRW_00024	SSU_rRNA_archaea links to Rfam database...	0.80	0.77	0.83	352	1085176	112	13	60	39	106
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.65	0.64	0.66	304	1141856	180	27	129	24	170
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.50	0.45	0.54	213	1170824	198	17	161	20	257
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.48	0.43	0.54	195	1107453	185	23	145	17	261
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.54	0.49	0.60	232	1172361	169	19	134	16	241
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.49	0.45	0.54	215	1181555	193	31	152	10	261
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.48	0.43	0.53	196	1108938	184	19	152	13	261
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.59	0.55	0.63	258	1178469	180	16	137	27	207
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.66	0.60	0.73	280	1135893	125	10	95	20	183
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.63	0.57	0.70	272	1201636	139	16	101	22	204
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.40	0.37	0.44	171	1152531	233	30	189	14	295
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.67	0.61	0.74	287	1180029	118	21	79	18	184
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.54	0.47	0.61	221	1190832	160	15	128	17	247
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.36	0.32	0.39	144	1082291	233	16	205	12	301
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.45	0.41	0.50	195	1178491	206	27	167	12	278
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.47	0.44	0.50	210	1207811	232	23	191	18	265
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.61	0.53	0.70	254	1198565	129	7	100	22	224
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.54	0.45	0.66	202	1106023	115	16	87	12	251
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.58	0.57	0.59	274	1218677	223	21	169	33	210
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.50	0.46	0.54	221	1198516	206	28	161	17	257
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.37	0.33	0.42	155	1192370	232	35	180	17	313
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.48	0.39	0.59	178	1111985	137	19	104	14	277
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.49	0.43	0.57	198	1122402	170	32	119	19	264
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.55	0.50	0.61	224	1085232	162	22	123	17	222
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.58	0.47	0.73	213	1114978	98	14	66	18	244
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.40	0.30	0.54	136	1110544	127	18	97	12	317
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.51	0.37	0.70	166	1130018	88	6	66	16	284
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.61	0.54	0.69	252	1180052	131	20	92	19	212
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.60	0.55	0.66	250	1117881	149	21	108	20	203
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.68	0.60	0.77	279	1144977	109	11	74	24	185
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.42	0.33	0.53	149	1131480	147	20	111	16	307
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.77	0.71	0.83	326	1117866	94	16	52	26	132
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.59	0.51	0.68	241	1189298	141	19	95	27	235
CRW_00298	SSU_rRNA_eukarya links to Rfam database...	0.19	0.17	0.21	84	1620496	355	58	262	35	410
CRW_00301	SSU_rRNA_eukarya links to Rfam database...	0.33	0.30	0.36	156	1762064	326	45	238	43	363
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.21	0.19	0.24	88	1445476	332	57	229	46	374
CRW_00310	SSU_rRNA_eukarya links to Rfam database...	0.30	0.26	0.35	138	1805554	298	56	202	40	383
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.46	0.37	0.56	187	1627778	175	32	113	30	315
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.34	0.28	0.41	145	1988661	279	50	159	70	372
CRW_00332	SSU_rRNA_eukarya links to Rfam database...	0.22	0.21	0.24	102	1769589	370	75	255	40	375
CRW_00333	SSU_rRNA_eukarya links to Rfam database...	0.30	0.30	0.31	153	1891989	400	68	275	57	361
CRW_00345	SSU_rRNA_eukarya links to Rfam database...	0.40	0.35	0.45	173	1586487	244	36	175	33	325
CRW_00346	SSU_rRNA_eukarya links to Rfam database...	0.34	0.32	0.36	161	1584648	319	58	223	38	340
CRW_00348	SSU_rRNA_eukarya links to Rfam database...	0.32	0.26	0.40	129	1615184	223	34	156	33	374
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.38	0.33	0.43	166	1674980	241	44	175	22	341
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.36	0.35	0.36	169	1579286	334	74	224	36	313
CRW_00370	SSU_rRNA_eukarya links to Rfam database...	0.34	0.32	0.36	160	1640327	325	54	225	46	346
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.38	0.34	0.42	171	1611504	271	50	185	36	325
CRW_00372	SSU_rRNA_eukarya links to Rfam database...	0.39	0.35	0.45	172	1625925	245	34	175	36	326
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.44	0.34	0.58	183	2126636	205	17	117	71	351
CRW_00386	SSU_rRNA_eukarya links to Rfam database...	0.29	0.27	0.31	138	1750806	345	60	252	33	377
CRW_00403	SSU_rRNA_eukarya links to Rfam database...	0.31	0.30	0.32	137	1606104	362	58	229	75	327
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.39	0.32	0.47	157	1615171	217	28	147	42	339
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.33	0.29	0.38	146	1665840	278	40	199	39	349
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.57	0.54	0.61	247	1116358	185	18	142	25	211
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.31	0.26	0.36	116	1094139	220	19	186	15	329
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.58	0.40	0.84	179	1119542	50	5	30	15	273
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.60	0.56	0.65	248	1098523	153	22	110	21	198
CRW_00598	SSU_rRNA_eukarya links to Rfam database...	0.35	0.34	0.37	165	1665773	333	62	225	46	326
CRW_00758	SSU_rRNA_eukarya links to Rfam database...	0.34	0.30	0.38	147	1640380	287	42	197	48	336
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.23	0.22	0.25	105	1636722	354	42	276	36	376
CRW_00760	SSU_rRNA_eukarya links to Rfam database...	0.33	0.27	0.39	133	1638613	257	32	177	48	353
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.30	0.27	0.34	108	945681	233	27	184	22	296
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.40	0.34	0.46	152	1137458	193	30	146	17	295
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.19	0.17	0.20	68	1152586	311	44	223	44	326
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.50	0.48	0.52	227	1117826	230	18	189	23	243
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.59	0.52	0.66	241	1135913	144	19	105	20	223
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.37	0.30	0.45	152	1606193	221	35	148	38	351
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.33	0.29	0.38	149	1593608	285	55	193	37	357
CRW_01300	SSU_rRNA_eukarya links to Rfam database...	0.39	0.34	0.45	175	1693327	254	42	176	36	340
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.52	0.46	0.58	229	1073451	189	12	153	24	266
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.54	0.49	0.60	263	1500337	220	22	156	42	272
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.38	0.32	0.47	173	1471098	222	33	166	23	374
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.56	0.50	0.63	280	1606082	191	20	146	25	282
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.60	0.53	0.67	288	1433540	169	14	129	26	252
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.55	0.44	0.70	230	1204799	110	12	87	11	297
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.50	0.46	0.54	227	1117836	223	19	178	26	264

^top

Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.

Table of contents:

Overview

Performance plots

Performance of RSpredict(20) - scored higher in this pairwise comparison

1. Total counts & total scores for RSpredict(20)

2. Individual counts for RSpredict(20) [ download as .csv ]

Performance of Sfold - scored lower in this pairwise comparison

1. Total counts & total scores for Sfold

2. Individual counts for Sfold [ download as .csv ]