Rank	Team	Team name	Non Penalty OPR *	OPR *	Non Penalty OPRc *	Auto OPRc *	TeleOp OPRc *	End Game OPRc *	Auto Cones *	Auto Nav *	Tele Cones *	Tele Jct *	End Owned *	End Circuit *	Norm Avg **	Histogram	Max Norm Score	Worlds	Event	Quals Rank	Avg RP	Avg Opp	Qual matches	Event W-L-T
1	19995	Eclipse	101.2	95.5	101.0	20.2	55.6	25.2	1.0	15.0	11.9	3.8	3.9	0.1	154.4	22:53:38:187:0:0,17:40:18:0:0:225,23:59:27:191:0:0,21:57:19:0:0:203,17:66:22:195:0:0	202		British Columbia British Columbia Championship 02/26/23	11	1.20	103.2	5	6‑5‑0
2	16205	Lightning Bots	99.9	109.1	100.0	25.7	61.8	12.5	3.7	10.1	13.3	3.7	2.9	0.0	155.4	20:64:9:207:0:0,24:45:6:225:0:0,23:69:18:190:0:0,43:79:24:155:0:0,15:55:13:0:0:217	229		British Columbia British Columbia Championship 02/26/23	3	1.60	100.4	5	5‑3‑0
3	16195	Guild of Builders	96.4	96.5	97.4	23.9	56.1	17.3	2.9	16.3	12.7	2.4	2.4	0.1	131.8	27:60:22:191:0:0,19:44:12:0:0:224,28:66:23:183:0:0,19:53:11:217:0:0,28:56:18:199:0:0	193		British Columbia BC Victoria 01/28/23	2	1.60	84.4	5	8‑2‑0
4	16353	Reynolds Reybots	87.0	90.6	86.5	25.0	37.8	23.6	0.9	19.8	7.9	3.2	2.9	0.3	134.2	28:38:15:0:0:219,38:51:30:181:0:0,24:40:38:198:0:0,9:29:23:239:0:0,25:36:12:0:0:226	168		British Columbia British Columbia Championship 02/26/23	10	1.20	115.0	5	3‑4‑0
5	3491	FIX IT	84.6	86.0	84.8	22.6	28.0	34.3	2.1	17.1	8.0	7.2	5.9	0.4	143.6	11:26:23:0:0:240,23:31:40:206:0:0,19:27:33:0:0:222,26:25:30:0:0:219,33:31:41:195:0:0	184		British Columbia British Columbia Championship 02/26/23	13	0.80	135.8	5	2‑5‑0
99999	19995	Eclipse	82.5	75.5	77.1	9.7	55.9	11.5	0.0	11.7	11.2	1.4	1.6	0.0	111.8	0:50:11:0:239:0,7:49:10:0:0:235,20:61:7:212:0:0,12:54:11:222:0:0,11:67:16:206:0:0	153		British Columbia BC Lower Mainland 01/28/23	5	1.40	78.2	5	7‑1‑1
6	22111	Matheson Mecha Mustangs	81.9	78.9	81.4	24.4	30.5	26.5	0.8	19.0	7.4	6.0	4.8	0.2	146.2	29:38:37:196:0:0,12:28:35:224:0:0,32:27:19:222:0:0,24:30:24:0:0:221,25:29:14:0:0:233	207		British Columbia British Columbia Championship 02/26/23	6	1.20	113.2	5	6‑5‑0
7	20025	Esquimalt Atom Smashers	81.2	90.3	81.1	26.7	25.3	29.0	0.5	20.0	7.6	7.0	5.8	0.3	132.6	29:26:24:221:0:0,27:29:34:210:0:0,17:21:22:0:0:240,32:28:38:203:0:0,31:22:24:0:0:223	184		British Columbia British Columbia Championship 02/26/23	7	1.20	120.0	5	7‑3‑0
8	18840	Reynolds Roborunners	80.2	84.9	80.2	23.3	31.7	25.2	1.5	17.2	7.6	6.1	4.8	0.3	140.8	27:40:36:197:0:0,19:25:11:0:0:246,24:31:20:225:0:0,21:31:32:216:0:0,25:30:25:220:0:0	207	yes	British Columbia British Columbia Championship 02/26/23	4	1.60	104.8	5	8‑2‑0
99999	16195	Guild of Builders	80.1	85.6	80.3	24.5	39.1	16.7	1.2	20.0	8.7	4.4	3.5	0.3	152.8	26:38:25:211:0:0,23:29:8:240:0:0,17:43:13:0:0:227,29:35:14:0:0:222,26:60:21:193:0:0	202		British Columbia British Columbia Championship 02/26/23	9	1.20	107.6	5	7‑3‑0
99999	18840	Reynolds Roborunners	77.4	83.1	75.6	27.3	35.7	12.6	0.9	20.0	8.2	5.0	3.8	0.1	122.6	30:38:16:216:0:0,32:33:8:227:0:0,29:37:5:229:0:0,20:37:17:0:0:226,21:30:20:229:0:0	193	yes	British Columbia BC Victoria 01/28/23	1	1.60	84.4	5	7‑3‑0
9	22829	INERTIA	74.7	84.6	74.9	15.2	34.1	25.6	0.0	17.6	7.7	4.7	4.1	0.2	149.2	12:35:18:235:0:0,8:32:34:227:0:0,16:34:20:230:0:0,18:32:16:235:0:0,30:39:36:195:0:0	164		British Columbia British Columbia Championship 02/26/23	1	2.00	101.4	5	5‑2‑0
10	16448	A.I.M. Bot Robotics	74.5	78.6	69.7	14.1	32.5	23.1	0.2	12.9	10.0	3.9	4.4	0.0	95.6	19:33:19:0:230:0,0:33:23:245:0:0,16:38:30:215:0:0,17:29:24:229:0:0,20:27:19:0:0:234	139		British Columbia BC Lower Mainland 01/28/23	6	1.40	68.8	5	5‑3‑1
11	19767	The Frog Series	69.4	66.8	68.8	18.5	33.1	17.2	0.8	16.3	7.3	4.3	4.1	0.0	108.4	15:39:19:0:0:227,20:29:12:0:0:240,23:26:8:0:0:243,22:42:29:208:0:0,12:32:24:0:0:232	132		British Columbia British Columbia Championship 02/26/23	19	0.40	144.2	5	1‑4‑0
12	20266	Prince of Wales Engineering and Robotics	67.7	78.3	63.4	16.2	34.8	12.4	0.0	14.4	7.3	3.5	2.6	0.0	80.0	0:17:6:0:0:277,12:29:16:243:0:0,19:48:16:0:0:218,17:39:10:0:0:234,36:42:15:207:0:0	123		British Columbia BC Lower Mainland 01/28/23	12	0.80	88.8	5	2‑3‑0
13	16503	MDR QED Robotics	67.5	75.1	65.2	6.5	42.1	16.6	0.0	9.1	9.1	3.0	2.7	0.0	100.8	6:40:13:242:0:0,10:39:13:238:0:0,4:42:18:236:0:0,0:55:19:0:0:226,11:38:22:229:0:0	109		British Columbia BC Lower Mainland 01/28/23	4	1.60	65.6	5	4‑3‑0
14	22557	Mount Douglas Robotics Team	67.3	82.3	67.2	19.5	40.5	7.2	0.0	17.5	8.8	2.7	1.8	0.0	126.0	0:32:8:0:0:261,27:37:8:228:0:0,22:43:8:227:0:0,22:37:5:235:0:0,25:49:9:217:0:0	182		British Columbia British Columbia Championship 02/26/23	5	1.60	106.6	5	4‑1‑0
99999	22111	Matheson Mecha Mustangs	62.0	67.2	63.8	21.4	25.8	16.5	0.6	17.3	6.1	4.3	3.9	0.0	101.6	24:34:19:222:0:0,5:23:13:0:0:259,20:30:12:0:0:237,28:25:16:232:0:0,24:17:19:240:0:0	146		British Columbia BC Lower Mainland 01/28/23	7	1.20	65.6	5	3‑2‑0
99999	16353	Reynolds Reybots	60.1	65.7	57.4	7.8	34.7	14.9	0.0	8.1	6.9	2.4	2.2	0.1	86.8	6:50:28:216:0:0,0:30:13:257:0:0,12:28:9:0:0:251,18:13:6:0:0:263,0:46:14:0:0:241	150		British Columbia BC Victoria 01/28/23	7	0.80	81.0	5	5‑5‑0
15	18589	St. Pat's Celtic Silverfish	56.1	62.8	56.3	22.2	18.8	15.3	0.2	20.0	5.0	4.1	3.3	0.0	120.6	17:19:7:0:0:256,23:16:10:0:0:250,21:20:25:234:0:0,25:21:14:0:0:241,23:18:16:243:0:0	168		British Columbia British Columbia Championship 02/26/23	14	0.80	141.2	5	2‑3‑0
16	16031	PARABELLUM	54.9	50.1	54.8	19.0	25.5	10.4	2.1	8.9	5.8	2.8	2.7	0.0	134.0	3:22:11:264:0:0,15:20:4:0:0:260,12:21:8:0:0:259,32:32:19:216:0:0,27:28:13:232:0:0	229		British Columbia British Columbia Championship 02/26/23	8	1.20	95.0	5	4‑4‑0
17	18841	KSS ONE	54.0	50.7	52.3	26.5	14.9	10.9	0.0	20.0	3.2	2.3	2.6	0.0	87.6	24:14:8:253:0:0,24:14:12:250:0:0,29:12:10:0:0:250,20:16:10:255:0:0,36:20:15:229:0:0	105		British Columbia BC Lower Mainland 01/28/23	3	1.60	56.2	5	6‑3‑0
99999	20025	Esquimalt Atom Smashers	50.6	44.4	50.2	18.3	18.6	13.2	0.4	18.0	4.5	2.5	1.8	0.1	87.2	14:27:25:234:0:0,20:13:9:0:0:258,20:19:6:255:0:0,21:10:17:252:0:0,18:14:8:0:0:260	150		British Columbia BC Victoria 01/28/23	5	1.20	68.8	5	3‑4‑0
99999	3491	FIX IT	49.9	55.4	48.7	13.2	15.8	19.7	0.9	11.9	4.0	3.0	3.2	0.1	86.6	31:23:22:223:0:0,16:15:12:257:0:0,3:12:28:0:0:257,3:15:15:268:0:0,10:16:22:252:0:0	116		British Columbia BC Victoria 01/28/23	3	1.60	61.0	5	4‑3‑0
18	16267	Forces Unknown	49.7	70.4	47.6	24.6	10.0	13.0	0.0	20.0	2.6	2.5	2.3	0.0	80.0	25:7:14:254:0:0,19:17:16:248:0:0,18:9:12:261:0:0,28:5:2:266:0:0,29:12:18:241:0:0	153	yes	British Columbia BC Lower Mainland 01/28/23	1	2.00	53.2	5	9‑0‑0
99999	16267	Forces Unknown	49.5	59.4	49.8	9.9	28.9	11.0	0.0	12.7	5.7	2.2	2.2	0.1	126.8	2:24:11:263:0:0,13:27:13:247:0:0,13:25:8:254:0:0,12:31:14:242:0:0,8:35:9:248:0:0	157	yes	British Columbia British Columbia Championship 02/26/23	2	2.00	94.8	5	8‑3‑0
99999	22557	Mount Douglas Robotics Team	49.1	49.2	50.1	17.4	26.2	6.5	0.2	15.3	5.8	2.4	1.7	0.0	95.0	18:48:8:0:0:226,17:23:13:246:0:0,28:21:4:0:0:247,13:25:4:258:0:0,13:26:7:254:0:0	125		British Columbia BC Victoria 01/28/23	4	1.20	87.0	5	7‑3‑0
99999	16205	Lightning Bots	48.0	44.1	46.0	6.9	36.8	2.3	0.1	3.9	6.7	0.0	0.0	0.0	81.0	14:49:4:234:0:0,10:35:2:253:0:0,8:44:3:246:0:0,0:0:0:0:0:300,0:53:1:0:0:246	139		British Columbia BC Lower Mainland 01/28/23	11	1.20	58.2	5	3‑4‑0
99999	16031	PARABELLUM	46.4	44.1	48.8	22.7	10.9	15.2	0.8	20.0	3.5	3.1	3.0	0.0	99.8	26:15:17:243:0:0,21:10:17:252:0:0,16:11:16:257:0:0,28:10:16:247:0:0,21:5:4:0:0:270	135		British Columbia BC Lower Mainland 01/28/23	2	1.60	71.4	5	4‑3‑0
99999	16448	A.I.M. Bot Robotics	45.3	45.5	45.1	13.7	20.8	10.6	0.4	12.7	6.4	3.0	3.1	0.0	100.2	15:21:9:255:0:0,23:17:15:244:0:0,11:20:10:0:0:258,13:13:9:0:0:265,10:29:14:0:0:247	124		British Columbia British Columbia Championship 02/26/23	16	0.80	147.4	5	2‑3‑0
99999	16503	MDR QED Robotics	45.3	48.7	45.4	4.3	31.6	9.6	0.0	6.1	6.5	3.3	2.6	0.0	101.0	3:33:5:0:0:260,7:27:14:253:0:0,7:38:9:0:0:246,1:25:10:264:0:0,5:38:13:244:0:0	139		British Columbia British Columbia Championship 02/26/23	12	1.20	114.0	5	3‑2‑0
19	14316	MDR Entradox	42.9	57.7	42.9	8.0	21.1	13.8	0.0	7.7	4.4	3.8	3.1	0.1	95.8	6:19:13:261:0:0,10:20:15:0:0:256,6:23:11:0:0:260,0:17:8:0:0:275,15:24:20:241:0:0	164		British Columbia British Columbia Championship 02/26/23	18	0.80	103.0	5	2‑3‑0
99999	18841	KSS ONE	40.5	58.1	40.8	16.7	23.0	1.1	0.3	16.0	4.6	1.7	1.2	0.0	90.2	14:21:1:265:0:0,17:20:2:0:0:261,20:18:1:0:0:261,18:25:1:0:0:255,13:33:1:0:0:253	104		British Columbia British Columbia Championship 02/26/23	20	0.40	124.8	5	2‑6‑0
99999	14316	MDR Entradox	36.0	35.4	38.7	4.5	24.6	9.6	0.0	5.1	5.0	2.2	1.8	0.0	71.4	5:17:10:268:0:0,3:21:8:0:0:267,5:23:20:0:0:252,0:30:7:0:0:262,8:36:8:0:0:248	98		British Columbia BC Lower Mainland 01/28/23	16	0.40	84.6	5	1‑6‑0
20	15013	Friction	35.1	43.1	35.4	9.6	15.6	10.2	0.0	9.4	3.4	2.1	2.0	0.1	98.8	8:18:11:0:0:263,8:11:7:0:0:274,11:30:13:247:0:0,8:16:13:263:0:0,14:7:3:0:0:276	121		British Columbia British Columbia Championship 02/26/23	17	0.80	121.8	5	2‑3‑0
21	18799	Clean-Up Crew Robotics	34.9	37.9	34.2	3.1	21.2	9.9	0.1	2.8	4.8	2.3	1.7	0.0	80.4	5:10:10:0:0:275,3:18:17:0:0:262,3:22:6:0:0:268,0:18:5:0:0:277,3:32:13:252:0:0	155		British Columbia British Columbia Championship 02/26/23	23	0.40	120.0	5	1‑4‑0
22	22712	French Fries	34.2	44.3	34.3	8.7	16.9	8.7	0.5	6.8	4.1	2.6	2.1	0.0	97.0	15:8:9:0:0:268,10:16:9:0:0:264,9:32:11:247:0:0,9:17:7:0:0:267,5:15:9:0:0:271	130		British Columbia British Columbia Championship 02/26/23	22	0.40	121.6	5	1‑4‑0
23	13459	M.A.R.G.	33.4	36.8	32.9	18.2	14.6	0.2	0.0	17.8	3.4	0.8	0.3	0.0	97.2	9:13:0:0:0:278,21:14:2:0:0:262,17:16:0:267:0:0,21:18:0:260:0:0,26:6:0:0:0:268	143		British Columbia British Columbia Championship 02/26/23	15	0.80	140.0	5	2‑3‑0
24	19461	MDR Epsilon	32.5	44.3	28.6	1.0	10.1	17.5	0.1	0.0	2.7	1.9	2.3	0.1	57.8	4:15:10:0:0:271,0:7:15:0:0:278,0:16:27:0:0:257,0:13:13:0:0:275,1:7:20:272:0:0	88		British Columbia BC Lower Mainland 01/28/23	19	0.40	82.6	5	1‑4‑0
25	19769	Sentinels	29.9	37.0	31.5	15.8	15.8	0.0	0.0	16.8	3.3	1.9	0.9	0.0	91.2	17:16:0:0:0:267,19:16:0:0:0:266,17:17:0:0:0:267,16:16:0:0:0:269,11:15:0:0:0:274	114		British Columbia British Columbia Championship 02/26/23	24	0.00	154.2	5	0‑5‑0
26	16504	MDR Dynaco	25.1	29.5	25.0	4.6	13.7	6.7	0.0	4.9	3.2	2.0	1.6	0.0	48.4	2:7:5:0:0:287,0:11:13:0:0:276,16:14:5:266:0:0,5:15:6:0:0:274,2:21:8:0:0:269	92		British Columbia BC Lower Mainland 01/28/23	18	0.40	91.0	5	1‑4‑0
27	22648	Robotic Raiders	24.3	21.4	23.2	1.7	19.3	2.2	0.1	3.0	4.3	1.3	0.9	0.0	67.2	0:14:5:0:0:281,0:18:2:0:0:280,6:19:1:273:0:0,1:20:2:276:0:0,4:23:3:270:0:0	123		British Columbia BC Lower Mainland 01/28/23	9	1.20	66.4	5	3‑2‑0
99999	18799	Clean-Up Crew Robotics	24.1	30.7	23.3	3.1	16.2	4.0	0.0	7.4	3.5	0.6	0.8	0.0	60.0	6:21:6:266:0:0,0:10:4:0:0:286,2:15:4:279:0:0,0:0:1:0:0:299,4:21:6:269:0:0	102		British Columbia BC Lower Mainland 01/28/23	10	1.20	54.0	5	3‑2‑0
28	15479	KP Timberwolves	23.5	22.4	28.5	0.0	16.2	12.3	0.0	0.0	3.6	3.3	2.9	0.1	74.6	0:15:4:0:0:281,0:12:8:0:0:280,0:13:17:0:0:270,0:17:17:0:0:266,0:21:11:0:0:267	108		British Columbia BC Victoria 01/28/23	12	0.00	94.2	5	0‑5‑0
99999	22648	Robotic Raiders	22.8	20.5	23.0	8.2	4.2	10.7	0.0	9.5	1.1	1.8	2.2	0.0	88.0	0:3:11:0:0:285,12:6:14:268:0:0,13:5:10:0:0:272,7:3:9:0:0:281,9:4:9:0:0:278	151		British Columbia British Columbia Championship 02/26/23	21	0.40	134.8	5	1‑4‑0
99999	13459	M.A.R.G.	17.5	24.3	16.6	1.1	9.4	6.0	0.0	0.0	2.3	1.8	1.6	0.0	52.0	7:13:7:0:0:274,0:8:9:0:0:284,0:10:7:283:0:0,0:9:4:286:0:0,1:9:6:283:0:0	118		British Columbia BC Victoria 01/28/23	6	1.20	73.8	5	3‑4‑0
99999	15013	Friction	17.3	22.5	15.2	2.6	8.6	4.1	0.0	2.8	2.3	2.6	1.6	0.0	64.4	10:8:1:0:0:281,3:7:9:282:0:0,3:10:5:282:0:0,0:9:4:0:0:287,2:7:3:0:0:288	135		British Columbia BC Victoria 01/28/23	8	0.80	80.6	5	2‑5‑0
29	17453	Dudley's Troopers	15.8	27.2	16.2	4.8	7.2	4.2	0.0	5.7	2.1	1.4	1.1	0.0	53.0	12:11:5:273:0:0,4:6:3:0:0:288,0:8:4:288:0:0,0:8:4:0:0:288,0:8:6:0:0:287	104		British Columbia BC Victoria 01/28/23	9	0.80	62.4	5	2‑3‑0
30	15639	MDR Cheeze Blox	12.3	6.4	13.6	0.0	11.5	2.0	0.0	0.0	2.6	1.0	0.9	0.0	58.8	0:5:1:0:0:293,0:10:6:0:0:285,0:14:2:0:0:285,0:15:2:0:0:283,0:9:2:0:0:289	91		British Columbia BC Lower Mainland 01/28/23	20	0.00	92.6	5	0‑5‑0
31	19443	MDR Valkyrie	9.2	6.9	7.5	4.1	3.4	0.0	0.0	3.6	0.3	0.0	0.0	0.0	37.8	16:5:0:0:0:279,0:3:0:0:0:297,5:3:0:0:0:292,0:7:0:293:0:0,4:1:0:0:0:295	56		British Columbia BC Lower Mainland 01/28/23	17	0.40	76.0	5	1‑4‑0
99999	22829	INERTIA	5.8	23.2	12.7	11.1	0.0	1.6	0.0	13.6	0.0	1.5	1.0	0.0	58.4	0:0:3:0:0:297,8:0:2:290:0:0,12:0:1:0:0:287,12:0:0:287:0:0,19:0:2:279:0:0	92		British Columbia BC Lower Mainland 01/28/23	8	1.20	88.6	5	3‑2‑0
32	21603	ThunderBots	5.6	8.8	7.0	2.4	0.0	4.6	0.0	4.6	0.0	0.9	0.8	0.0	47.4	2:0:6:0:0:292,0:0:6:0:0:294,1:0:2:0:0:298,5:0:2:0:0:293,2:0:7:291:0:0	82		British Columbia BC Victoria 01/28/23	11	0.40	77.8	5	1‑4‑0
33	22263	More Thunderbots	4.7	20.5	6.3	2.2	0.0	4.0	0.0	0.7	0.4	1.2	1.7	0.0	34.6	13:0:4:0:0:282,0:0:3:297:0:0,0:0:1:0:0:298,3:0:5:292:0:0,0:0:5:0:0:295	56		British Columbia BC Victoria 01/28/23	10	0.80	80.6	5	2‑3‑0
34	20174	MDR Maximum Entropy	3.2	11.3	7.9	0.0	4.8	3.1	0.0	0.0	1.9	1.7	1.4	0.0	42.6	0:2:2:0:0:296,0:4:8:0:0:287,0:5:2:293:0:0,0:9:5:286:0:0,0:7:4:0:0:289	95		British Columbia BC Lower Mainland 01/28/23	13	0.80	69.2	5	2‑3‑0
99999	18589	St. Pat's Celtic Silverfish	3.2	3.0	6.4	1.1	5.3	0.0	0.0	3.7	1.3	0.9	0.3	0.0	58.4	1:5:0:0:293:0,1:9:0:290:0:0,1:7:0:0:0:291,0:0:0:0:0:300,2:8:0:0:0:290	91		British Columbia BC Lower Mainland 01/28/23	14	0.60	71.6	5	1‑3‑1
35	22817	Killarney Robotics Team 2	-4.5	7.2	5.8	0.0	1.2	4.5	0.0	0.0	0.6	1.2	0.8	0.1	47.8	0:1:5:0:294:0,0:1:4:294:0:0,0:2:7:0:0:291,0:0:1:0:0:299,0:2:1:0:0:297	67		British Columbia BC Lower Mainland 01/28/23	15	0.60	64.2	5	1‑3‑1

For POWERPLAY, the default top-scores list is now limited only to traditional events.

* Scoring explanation:

OPR: A fairly common way to compute team offense in FRC. We got the formula from here. You can also see more details here.
OPRc: Similar to OPR but we are instead minimizing the Ax-b linear equation rather than solving for Ax=b in order to apply constraints such as ensuring scores >= 0 and imposing upper bounds on game-specific performance. For example, constraints for POWERPLAY are: auto <= 130, teleop <= 180, end-circuit <= 1, end-capped <= 2.
Non-penalty OPR/OPRc: If available, this is the OPR/OPRc when all penalties are removed from matches. For 2022-2023 POWERPLAY, Non-penalty OPR includes subtracted penalties for remote events.
Auto, TeleOp, and End Game OPRc: If available, this is the OPRc for each phase of matches as reported. Should sum to Non-Penalty OPRc.
Norm Avg: Team's average score through all matches with penalties subtracted.
Histogram: Team's histogram of estimated contribution from matches. Order from bottom is auto, teleop, end-game, and diff between max score of 300 and total contribution. Contribution is computed as match_score * (team_oprc / (team_oprc + partner_oprc)).
Max Norm Score: Team's max alliance score through all matches with penalties subtracted.
Top-10 Scores: The top 10 non-penalty scores reported.

Thanks to Bill Gardner for the pointer to FRC metrics and many ideas on how to improve the stats!


Please take a look and send us a note at feedback@ftcstats.org if you have some feedback.

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