combined_qa asset

Each output STAC item has an asset called combined_qa that indicates each pixel’s status. This asset is constructed using another asset held by all items, valid_data_mask, which represents valid data as 1 and missing data as 0. These values were chosen so that users can multiply this mask by the data asset to remove poor quality pixels (particularly in the case where QA masking was not applied during the Cirrus workflow processing).

Because the higher-level sharpened and fused products are created with multiple inputs, their combined_qa assets indicate which upstream assets have valid data. This is accomplished by reclassifying the valid_data_mask assets as shown in ‘Decimal Value’ field of the table below, converting all valid pixels to 0, and then adding up all assets that contributed to a given data product (including its own valid_data_mask). Reserved/unused bits are treated as ‘valid’ in this calculation, since that means they do not add value to the result. In general, the higher the resulting pixel value is, the more missing inputs it has.

Item	Time	Bit	Decimal Value	Notes
Prepared High-Resolution	t0	0	1
Prepared High-Resolution	t1	1	2	Unused/reserved
Prepared Low-Resolution	t0	2	4
Prepared Low-Resolution	t1	3	8
Sharpened High-Resolution	t0	4	16
Sharpened High-Resolution	t1	5	32	Unused/reserved
Sharpened Low-Resolution	t0	6	64
Sharpened Low-Resolution	t1	7	128
Fused	t1	8	256

For example, if looking at a fused item whose combined_qa asset’s pixel value is 273, this means that:

• the prepared high-resolution t0 input was invalid

• the prepared high-resolution t1 input was valid (or unused)

• the prepared low-resolution t0 input was valid

• the prepared low-resolution t1 input was valid

• the sharpened high-resolution t0 input was invalid

• the sharpened high-resolution t1 input was valid (or unused)

• the sharpened low-resolution t0 input was valid

• the sharpened low-resolution t1 input was valid

• the fused asset was invalid

For the prepped_inputs* combined_qa assets, only the single prepped input item’s validity is represented, since there are no upstream inputs. pydms_sharpened* items indicate the status of sharpened and prepared data, but only ever for time 0, since there is no multi-date operation in pyDMS. The Unused/reserved bits for t1 data are not currently used in the present version of the Fusion Hub.

Full QA Lookup Table

The table below gives a description of each possible value in the combined_qa asset on the left-hand-side. We designate either poor or good for each bit position, which indicates whether or not that pixel contained data its respective product.

Pixel Value	Prepared High-Resolution t0	Prepared High-Resolution t1 [unused/reserved]	Prepared Low-Resolution t0	Prepared Low-Resolution t1	Sharpened High-Resolution t0	Sharpened High-Resolution t1 [unused/reserved]	Sharpened Low-Resolution t0	Sharpened Low-Resolution t1	Fused t1
0	Good	Good	Good	Good	Good	Good	Good	Good	Good
1	Poor	Good	Good	Good	Good	Good	Good	Good	Good
2	Good	Poor	Good	Good	Good	Good	Good	Good	Good
3	Poor	Poor	Good	Good	Good	Good	Good	Good	Good
4	Good	Good	Poor	Good	Good	Good	Good	Good	Good
5	Poor	Good	Poor	Good	Good	Good	Good	Good	Good
6	Good	Poor	Poor	Good	Good	Good	Good	Good	Good
7	Poor	Poor	Poor	Good	Good	Good	Good	Good	Good
8	Good	Good	Good	Poor	Good	Good	Good	Good	Good
9	Poor	Good	Good	Poor	Good	Good	Good	Good	Good
10	Good	Poor	Good	Poor	Good	Good	Good	Good	Good
11	Poor	Poor	Good	Poor	Good	Good	Good	Good	Good
12	Good	Good	Poor	Poor	Good	Good	Good	Good	Good
13	Poor	Good	Poor	Poor	Good	Good	Good	Good	Good
14	Good	Poor	Poor	Poor	Good	Good	Good	Good	Good
15	Poor	Poor	Poor	Poor	Good	Good	Good	Good	Good
16	Good	Good	Good	Good	Poor	Good	Good	Good	Good
17	Poor	Good	Good	Good	Poor	Good	Good	Good	Good
18	Good	Poor	Good	Good	Poor	Good	Good	Good	Good
19	Poor	Poor	Good	Good	Poor	Good	Good	Good	Good
20	Good	Good	Poor	Good	Poor	Good	Good	Good	Good
21	Poor	Good	Poor	Good	Poor	Good	Good	Good	Good
22	Good	Poor	Poor	Good	Poor	Good	Good	Good	Good
23	Poor	Poor	Poor	Good	Poor	Good	Good	Good	Good
24	Good	Good	Good	Poor	Poor	Good	Good	Good	Good
25	Poor	Good	Good	Poor	Poor	Good	Good	Good	Good
26	Good	Poor	Good	Poor	Poor	Good	Good	Good	Good
27	Poor	Poor	Good	Poor	Poor	Good	Good	Good	Good
28	Good	Good	Poor	Poor	Poor	Good	Good	Good	Good
29	Poor	Good	Poor	Poor	Poor	Good	Good	Good	Good
30	Good	Poor	Poor	Poor	Poor	Good	Good	Good	Good
31	Poor	Poor	Poor	Poor	Poor	Good	Good	Good	Good
32	Good	Good	Good	Good	Good	Poor	Good	Good	Good
33	Poor	Good	Good	Good	Good	Poor	Good	Good	Good
34	Good	Poor	Good	Good	Good	Poor	Good	Good	Good
35	Poor	Poor	Good	Good	Good	Poor	Good	Good	Good
36	Good	Good	Poor	Good	Good	Poor	Good	Good	Good
37	Poor	Good	Poor	Good	Good	Poor	Good	Good	Good
38	Good	Poor	Poor	Good	Good	Poor	Good	Good	Good
39	Poor	Poor	Poor	Good	Good	Poor	Good	Good	Good
40	Good	Good	Good	Poor	Good	Poor	Good	Good	Good
41	Poor	Good	Good	Poor	Good	Poor	Good	Good	Good
42	Good	Poor	Good	Poor	Good	Poor	Good	Good	Good
43	Poor	Poor	Good	Poor	Good	Poor	Good	Good	Good
44	Good	Good	Poor	Poor	Good	Poor	Good	Good	Good
45	Poor	Good	Poor	Poor	Good	Poor	Good	Good	Good
46	Good	Poor	Poor	Poor	Good	Poor	Good	Good	Good
47	Poor	Poor	Poor	Poor	Good	Poor	Good	Good	Good
48	Good	Good	Good	Good	Poor	Poor	Good	Good	Good
49	Poor	Good	Good	Good	Poor	Poor	Good	Good	Good
50	Good	Poor	Good	Good	Poor	Poor	Good	Good	Good
51	Poor	Poor	Good	Good	Poor	Poor	Good	Good	Good
52	Good	Good	Poor	Good	Poor	Poor	Good	Good	Good
53	Poor	Good	Poor	Good	Poor	Poor	Good	Good	Good
54	Good	Poor	Poor	Good	Poor	Poor	Good	Good	Good
55	Poor	Poor	Poor	Good	Poor	Poor	Good	Good	Good
56	Good	Good	Good	Poor	Poor	Poor	Good	Good	Good
57	Poor	Good	Good	Poor	Poor	Poor	Good	Good	Good
58	Good	Poor	Good	Poor	Poor	Poor	Good	Good	Good
59	Poor	Poor	Good	Poor	Poor	Poor	Good	Good	Good
60	Good	Good	Poor	Poor	Poor	Poor	Good	Good	Good
61	Poor	Good	Poor	Poor	Poor	Poor	Good	Good	Good
62	Good	Poor	Poor	Poor	Poor	Poor	Good	Good	Good
63	Poor	Poor	Poor	Poor	Poor	Poor	Good	Good	Good
64	Good	Good	Good	Good	Good	Good	Poor	Good	Good
65	Poor	Good	Good	Good	Good	Good	Poor	Good	Good
66	Good	Poor	Good	Good	Good	Good	Poor	Good	Good
67	Poor	Poor	Good	Good	Good	Good	Poor	Good	Good
68	Good	Good	Poor	Good	Good	Good	Poor	Good	Good
69	Poor	Good	Poor	Good	Good	Good	Poor	Good	Good
70	Good	Poor	Poor	Good	Good	Good	Poor	Good	Good
71	Poor	Poor	Poor	Good	Good	Good	Poor	Good	Good
72	Good	Good	Good	Poor	Good	Good	Poor	Good	Good
73	Poor	Good	Good	Poor	Good	Good	Poor	Good	Good
74	Good	Poor	Good	Poor	Good	Good	Poor	Good	Good
75	Poor	Poor	Good	Poor	Good	Good	Poor	Good	Good
76	Good	Good	Poor	Poor	Good	Good	Poor	Good	Good
77	Poor	Good	Poor	Poor	Good	Good	Poor	Good	Good
78	Good	Poor	Poor	Poor	Good	Good	Poor	Good	Good
79	Poor	Poor	Poor	Poor	Good	Good	Poor	Good	Good
80	Good	Good	Good	Good	Poor	Good	Poor	Good	Good
81	Poor	Good	Good	Good	Poor	Good	Poor	Good	Good
82	Good	Poor	Good	Good	Poor	Good	Poor	Good	Good
83	Poor	Poor	Good	Good	Poor	Good	Poor	Good	Good
84	Good	Good	Poor	Good	Poor	Good	Poor	Good	Good
85	Poor	Good	Poor	Good	Poor	Good	Poor	Good	Good
86	Good	Poor	Poor	Good	Poor	Good	Poor	Good	Good
87	Poor	Poor	Poor	Good	Poor	Good	Poor	Good	Good
88	Good	Good	Good	Poor	Poor	Good	Poor	Good	Good
89	Poor	Good	Good	Poor	Poor	Good	Poor	Good	Good
90	Good	Poor	Good	Poor	Poor	Good	Poor	Good	Good
91	Poor	Poor	Good	Poor	Poor	Good	Poor	Good	Good
92	Good	Good	Poor	Poor	Poor	Good	Poor	Good	Good
93	Poor	Good	Poor	Poor	Poor	Good	Poor	Good	Good
94	Good	Poor	Poor	Poor	Poor	Good	Poor	Good	Good
95	Poor	Poor	Poor	Poor	Poor	Good	Poor	Good	Good
96	Good	Good	Good	Good	Good	Poor	Poor	Good	Good
97	Poor	Good	Good	Good	Good	Poor	Poor	Good	Good
98	Good	Poor	Good	Good	Good	Poor	Poor	Good	Good
99	Poor	Poor	Good	Good	Good	Poor	Poor	Good	Good
100	Good	Good	Poor	Good	Good	Poor	Poor	Good	Good
101	Poor	Good	Poor	Good	Good	Poor	Poor	Good	Good
102	Good	Poor	Poor	Good	Good	Poor	Poor	Good	Good
103	Poor	Poor	Poor	Good	Good	Poor	Poor	Good	Good
104	Good	Good	Good	Poor	Good	Poor	Poor	Good	Good
105	Poor	Good	Good	Poor	Good	Poor	Poor	Good	Good
106	Good	Poor	Good	Poor	Good	Poor	Poor	Good	Good
107	Poor	Poor	Good	Poor	Good	Poor	Poor	Good	Good
108	Good	Good	Poor	Poor	Good	Poor	Poor	Good	Good
109	Poor	Good	Poor	Poor	Good	Poor	Poor	Good	Good
110	Good	Poor	Poor	Poor	Good	Poor	Poor	Good	Good
111	Poor	Poor	Poor	Poor	Good	Poor	Poor	Good	Good
112	Good	Good	Good	Good	Poor	Poor	Poor	Good	Good
113	Poor	Good	Good	Good	Poor	Poor	Poor	Good	Good
114	Good	Poor	Good	Good	Poor	Poor	Poor	Good	Good
115	Poor	Poor	Good	Good	Poor	Poor	Poor	Good	Good
116	Good	Good	Poor	Good	Poor	Poor	Poor	Good	Good
117	Poor	Good	Poor	Good	Poor	Poor	Poor	Good	Good
118	Good	Poor	Poor	Good	Poor	Poor	Poor	Good	Good
119	Poor	Poor	Poor	Good	Poor	Poor	Poor	Good	Good
120	Good	Good	Good	Poor	Poor	Poor	Poor	Good	Good
121	Poor	Good	Good	Poor	Poor	Poor	Poor	Good	Good
122	Good	Poor	Good	Poor	Poor	Poor	Poor	Good	Good
123	Poor	Poor	Good	Poor	Poor	Poor	Poor	Good	Good
124	Good	Good	Poor	Poor	Poor	Poor	Poor	Good	Good
125	Poor	Good	Poor	Poor	Poor	Poor	Poor	Good	Good
126	Good	Poor	Poor	Poor	Poor	Poor	Poor	Good	Good
127	Poor	Poor	Poor	Poor	Poor	Poor	Poor	Good	Good
128	Good	Good	Good	Good	Good	Good	Good	Poor	Good
129	Poor	Good	Good	Good	Good	Good	Good	Poor	Good
130	Good	Poor	Good	Good	Good	Good	Good	Poor	Good
131	Poor	Poor	Good	Good	Good	Good	Good	Poor	Good
132	Good	Good	Poor	Good	Good	Good	Good	Poor	Good
133	Poor	Good	Poor	Good	Good	Good	Good	Poor	Good
134	Good	Poor	Poor	Good	Good	Good	Good	Poor	Good
135	Poor	Poor	Poor	Good	Good	Good	Good	Poor	Good
136	Good	Good	Good	Poor	Good	Good	Good	Poor	Good
137	Poor	Good	Good	Poor	Good	Good	Good	Poor	Good
138	Good	Poor	Good	Poor	Good	Good	Good	Poor	Good
139	Poor	Poor	Good	Poor	Good	Good	Good	Poor	Good
140	Good	Good	Poor	Poor	Good	Good	Good	Poor	Good
141	Poor	Good	Poor	Poor	Good	Good	Good	Poor	Good
142	Good	Poor	Poor	Poor	Good	Good	Good	Poor	Good
143	Poor	Poor	Poor	Poor	Good	Good	Good	Poor	Good
144	Good	Good	Good	Good	Poor	Good	Good	Poor	Good
145	Poor	Good	Good	Good	Poor	Good	Good	Poor	Good
146	Good	Poor	Good	Good	Poor	Good	Good	Poor	Good
147	Poor	Poor	Good	Good	Poor	Good	Good	Poor	Good
148	Good	Good	Poor	Good	Poor	Good	Good	Poor	Good
149	Poor	Good	Poor	Good	Poor	Good	Good	Poor	Good
150	Good	Poor	Poor	Good	Poor	Good	Good	Poor	Good
151	Poor	Poor	Poor	Good	Poor	Good	Good	Poor	Good
152	Good	Good	Good	Poor	Poor	Good	Good	Poor	Good
153	Poor	Good	Good	Poor	Poor	Good	Good	Poor	Good
154	Good	Poor	Good	Poor	Poor	Good	Good	Poor	Good
155	Poor	Poor	Good	Poor	Poor	Good	Good	Poor	Good
156	Good	Good	Poor	Poor	Poor	Good	Good	Poor	Good
157	Poor	Good	Poor	Poor	Poor	Good	Good	Poor	Good
158	Good	Poor	Poor	Poor	Poor	Good	Good	Poor	Good
159	Poor	Poor	Poor	Poor	Poor	Good	Good	Poor	Good
160	Good	Good	Good	Good	Good	Poor	Good	Poor	Good
161	Poor	Good	Good	Good	Good	Poor	Good	Poor	Good
162	Good	Poor	Good	Good	Good	Poor	Good	Poor	Good
163	Poor	Poor	Good	Good	Good	Poor	Good	Poor	Good
164	Good	Good	Poor	Good	Good	Poor	Good	Poor	Good
165	Poor	Good	Poor	Good	Good	Poor	Good	Poor	Good
166	Good	Poor	Poor	Good	Good	Poor	Good	Poor	Good
167	Poor	Poor	Poor	Good	Good	Poor	Good	Poor	Good
168	Good	Good	Good	Poor	Good	Poor	Good	Poor	Good
169	Poor	Good	Good	Poor	Good	Poor	Good	Poor	Good
170	Good	Poor	Good	Poor	Good	Poor	Good	Poor	Good
171	Poor	Poor	Good	Poor	Good	Poor	Good	Poor	Good
172	Good	Good	Poor	Poor	Good	Poor	Good	Poor	Good
173	Poor	Good	Poor	Poor	Good	Poor	Good	Poor	Good
174	Good	Poor	Poor	Poor	Good	Poor	Good	Poor	Good
175	Poor	Poor	Poor	Poor	Good	Poor	Good	Poor	Good
176	Good	Good	Good	Good	Poor	Poor	Good	Poor	Good
177	Poor	Good	Good	Good	Poor	Poor	Good	Poor	Good
178	Good	Poor	Good	Good	Poor	Poor	Good	Poor	Good
179	Poor	Poor	Good	Good	Poor	Poor	Good	Poor	Good
180	Good	Good	Poor	Good	Poor	Poor	Good	Poor	Good
181	Poor	Good	Poor	Good	Poor	Poor	Good	Poor	Good
182	Good	Poor	Poor	Good	Poor	Poor	Good	Poor	Good
183	Poor	Poor	Poor	Good	Poor	Poor	Good	Poor	Good
184	Good	Good	Good	Poor	Poor	Poor	Good	Poor	Good
185	Poor	Good	Good	Poor	Poor	Poor	Good	Poor	Good
186	Good	Poor	Good	Poor	Poor	Poor	Good	Poor	Good
187	Poor	Poor	Good	Poor	Poor	Poor	Good	Poor	Good
188	Good	Good	Poor	Poor	Poor	Poor	Good	Poor	Good
189	Poor	Good	Poor	Poor	Poor	Poor	Good	Poor	Good
190	Good	Poor	Poor	Poor	Poor	Poor	Good	Poor	Good
191	Poor	Poor	Poor	Poor	Poor	Poor	Good	Poor	Good
192	Good	Good	Good	Good	Good	Good	Poor	Poor	Good
193	Poor	Good	Good	Good	Good	Good	Poor	Poor	Good
194	Good	Poor	Good	Good	Good	Good	Poor	Poor	Good
195	Poor	Poor	Good	Good	Good	Good	Poor	Poor	Good
196	Good	Good	Poor	Good	Good	Good	Poor	Poor	Good
197	Poor	Good	Poor	Good	Good	Good	Poor	Poor	Good
198	Good	Poor	Poor	Good	Good	Good	Poor	Poor	Good
199	Poor	Poor	Poor	Good	Good	Good	Poor	Poor	Good
200	Good	Good	Good	Poor	Good	Good	Poor	Poor	Good
201	Poor	Good	Good	Poor	Good	Good	Poor	Poor	Good
202	Good	Poor	Good	Poor	Good	Good	Poor	Poor	Good
203	Poor	Poor	Good	Poor	Good	Good	Poor	Poor	Good
204	Good	Good	Poor	Poor	Good	Good	Poor	Poor	Good
205	Poor	Good	Poor	Poor	Good	Good	Poor	Poor	Good
206	Good	Poor	Poor	Poor	Good	Good	Poor	Poor	Good
207	Poor	Poor	Poor	Poor	Good	Good	Poor	Poor	Good
208	Good	Good	Good	Good	Poor	Good	Poor	Poor	Good
209	Poor	Good	Good	Good	Poor	Good	Poor	Poor	Good
210	Good	Poor	Good	Good	Poor	Good	Poor	Poor	Good
211	Poor	Poor	Good	Good	Poor	Good	Poor	Poor	Good
212	Good	Good	Poor	Good	Poor	Good	Poor	Poor	Good
213	Poor	Good	Poor	Good	Poor	Good	Poor	Poor	Good
214	Good	Poor	Poor	Good	Poor	Good	Poor	Poor	Good
215	Poor	Poor	Poor	Good	Poor	Good	Poor	Poor	Good
216	Good	Good	Good	Poor	Poor	Good	Poor	Poor	Good
217	Poor	Good	Good	Poor	Poor	Good	Poor	Poor	Good
218	Good	Poor	Good	Poor	Poor	Good	Poor	Poor	Good
219	Poor	Poor	Good	Poor	Poor	Good	Poor	Poor	Good
220	Good	Good	Poor	Poor	Poor	Good	Poor	Poor	Good
221	Poor	Good	Poor	Poor	Poor	Good	Poor	Poor	Good
222	Good	Poor	Poor	Poor	Poor	Good	Poor	Poor	Good
223	Poor	Poor	Poor	Poor	Poor	Good	Poor	Poor	Good
224	Good	Good	Good	Good	Good	Poor	Poor	Poor	Good
225	Poor	Good	Good	Good	Good	Poor	Poor	Poor	Good
226	Good	Poor	Good	Good	Good	Poor	Poor	Poor	Good
227	Poor	Poor	Good	Good	Good	Poor	Poor	Poor	Good
228	Good	Good	Poor	Good	Good	Poor	Poor	Poor	Good
229	Poor	Good	Poor	Good	Good	Poor	Poor	Poor	Good
230	Good	Poor	Poor	Good	Good	Poor	Poor	Poor	Good
231	Poor	Poor	Poor	Good	Good	Poor	Poor	Poor	Good
232	Good	Good	Good	Poor	Good	Poor	Poor	Poor	Good
233	Poor	Good	Good	Poor	Good	Poor	Poor	Poor	Good
234	Good	Poor	Good	Poor	Good	Poor	Poor	Poor	Good
235	Poor	Poor	Good	Poor	Good	Poor	Poor	Poor	Good
236	Good	Good	Poor	Poor	Good	Poor	Poor	Poor	Good
237	Poor	Good	Poor	Poor	Good	Poor	Poor	Poor	Good
238	Good	Poor	Poor	Poor	Good	Poor	Poor	Poor	Good
239	Poor	Poor	Poor	Poor	Good	Poor	Poor	Poor	Good
240	Good	Good	Good	Good	Poor	Poor	Poor	Poor	Good
241	Poor	Good	Good	Good	Poor	Poor	Poor	Poor	Good
242	Good	Poor	Good	Good	Poor	Poor	Poor	Poor	Good
243	Poor	Poor	Good	Good	Poor	Poor	Poor	Poor	Good
244	Good	Good	Poor	Good	Poor	Poor	Poor	Poor	Good
245	Poor	Good	Poor	Good	Poor	Poor	Poor	Poor	Good
246	Good	Poor	Poor	Good	Poor	Poor	Poor	Poor	Good
247	Poor	Poor	Poor	Good	Poor	Poor	Poor	Poor	Good
248	Good	Good	Good	Poor	Poor	Poor	Poor	Poor	Good
249	Poor	Good	Good	Poor	Poor	Poor	Poor	Poor	Good
250	Good	Poor	Good	Poor	Poor	Poor	Poor	Poor	Good
251	Poor	Poor	Good	Poor	Poor	Poor	Poor	Poor	Good
252	Good	Good	Poor	Poor	Poor	Poor	Poor	Poor	Good
253	Poor	Good	Poor	Poor	Poor	Poor	Poor	Poor	Good
254	Good	Poor	Poor	Poor	Poor	Poor	Poor	Poor	Good
255	Poor	Poor	Poor	Poor	Poor	Poor	Poor	Poor	Good
256	Good	Good	Good	Good	Good	Good	Good	Good	Poor
257	Poor	Good	Good	Good	Good	Good	Good	Good	Poor
258	Good	Poor	Good	Good	Good	Good	Good	Good	Poor
259	Poor	Poor	Good	Good	Good	Good	Good	Good	Poor
260	Good	Good	Poor	Good	Good	Good	Good	Good	Poor
261	Poor	Good	Poor	Good	Good	Good	Good	Good	Poor
262	Good	Poor	Poor	Good	Good	Good	Good	Good	Poor
263	Poor	Poor	Poor	Good	Good	Good	Good	Good	Poor
264	Good	Good	Good	Poor	Good	Good	Good	Good	Poor
265	Poor	Good	Good	Poor	Good	Good	Good	Good	Poor
266	Good	Poor	Good	Poor	Good	Good	Good	Good	Poor
267	Poor	Poor	Good	Poor	Good	Good	Good	Good	Poor
268	Good	Good	Poor	Poor	Good	Good	Good	Good	Poor
269	Poor	Good	Poor	Poor	Good	Good	Good	Good	Poor
270	Good	Poor	Poor	Poor	Good	Good	Good	Good	Poor
271	Poor	Poor	Poor	Poor	Good	Good	Good	Good	Poor
272	Good	Good	Good	Good	Poor	Good	Good	Good	Poor
273	Poor	Good	Good	Good	Poor	Good	Good	Good	Poor
274	Good	Poor	Good	Good	Poor	Good	Good	Good	Poor
275	Poor	Poor	Good	Good	Poor	Good	Good	Good	Poor
276	Good	Good	Poor	Good	Poor	Good	Good	Good	Poor
277	Poor	Good	Poor	Good	Poor	Good	Good	Good	Poor
278	Good	Poor	Poor	Good	Poor	Good	Good	Good	Poor
279	Poor	Poor	Poor	Good	Poor	Good	Good	Good	Poor
280	Good	Good	Good	Poor	Poor	Good	Good	Good	Poor
281	Poor	Good	Good	Poor	Poor	Good	Good	Good	Poor
282	Good	Poor	Good	Poor	Poor	Good	Good	Good	Poor
283	Poor	Poor	Good	Poor	Poor	Good	Good	Good	Poor
284	Good	Good	Poor	Poor	Poor	Good	Good	Good	Poor
285	Poor	Good	Poor	Poor	Poor	Good	Good	Good	Poor
286	Good	Poor	Poor	Poor	Poor	Good	Good	Good	Poor
287	Poor	Poor	Poor	Poor	Poor	Good	Good	Good	Poor
288	Good	Good	Good	Good	Good	Poor	Good	Good	Poor
289	Poor	Good	Good	Good	Good	Poor	Good	Good	Poor
290	Good	Poor	Good	Good	Good	Poor	Good	Good	Poor
291	Poor	Poor	Good	Good	Good	Poor	Good	Good	Poor
292	Good	Good	Poor	Good	Good	Poor	Good	Good	Poor
293	Poor	Good	Poor	Good	Good	Poor	Good	Good	Poor
294	Good	Poor	Poor	Good	Good	Poor	Good	Good	Poor
295	Poor	Poor	Poor	Good	Good	Poor	Good	Good	Poor
296	Good	Good	Good	Poor	Good	Poor	Good	Good	Poor
297	Poor	Good	Good	Poor	Good	Poor	Good	Good	Poor
298	Good	Poor	Good	Poor	Good	Poor	Good	Good	Poor
299	Poor	Poor	Good	Poor	Good	Poor	Good	Good	Poor
300	Good	Good	Poor	Poor	Good	Poor	Good	Good	Poor
301	Poor	Good	Poor	Poor	Good	Poor	Good	Good	Poor
302	Good	Poor	Poor	Poor	Good	Poor	Good	Good	Poor
303	Poor	Poor	Poor	Poor	Good	Poor	Good	Good	Poor
304	Good	Good	Good	Good	Poor	Poor	Good	Good	Poor
305	Poor	Good	Good	Good	Poor	Poor	Good	Good	Poor
306	Good	Poor	Good	Good	Poor	Poor	Good	Good	Poor
307	Poor	Poor	Good	Good	Poor	Poor	Good	Good	Poor
308	Good	Good	Poor	Good	Poor	Poor	Good	Good	Poor
309	Poor	Good	Poor	Good	Poor	Poor	Good	Good	Poor
310	Good	Poor	Poor	Good	Poor	Poor	Good	Good	Poor
311	Poor	Poor	Poor	Good	Poor	Poor	Good	Good	Poor
312	Good	Good	Good	Poor	Poor	Poor	Good	Good	Poor
313	Poor	Good	Good	Poor	Poor	Poor	Good	Good	Poor
314	Good	Poor	Good	Poor	Poor	Poor	Good	Good	Poor
315	Poor	Poor	Good	Poor	Poor	Poor	Good	Good	Poor
316	Good	Good	Poor	Poor	Poor	Poor	Good	Good	Poor
317	Poor	Good	Poor	Poor	Poor	Poor	Good	Good	Poor
318	Good	Poor	Poor	Poor	Poor	Poor	Good	Good	Poor
319	Poor	Poor	Poor	Poor	Poor	Poor	Good	Good	Poor
320	Good	Good	Good	Good	Good	Good	Poor	Good	Poor
321	Poor	Good	Good	Good	Good	Good	Poor	Good	Poor
322	Good	Poor	Good	Good	Good	Good	Poor	Good	Poor
323	Poor	Poor	Good	Good	Good	Good	Poor	Good	Poor
324	Good	Good	Poor	Good	Good	Good	Poor	Good	Poor
325	Poor	Good	Poor	Good	Good	Good	Poor	Good	Poor
326	Good	Poor	Poor	Good	Good	Good	Poor	Good	Poor
327	Poor	Poor	Poor	Good	Good	Good	Poor	Good	Poor
328	Good	Good	Good	Poor	Good	Good	Poor	Good	Poor
329	Poor	Good	Good	Poor	Good	Good	Poor	Good	Poor
330	Good	Poor	Good	Poor	Good	Good	Poor	Good	Poor
331	Poor	Poor	Good	Poor	Good	Good	Poor	Good	Poor
332	Good	Good	Poor	Poor	Good	Good	Poor	Good	Poor
333	Poor	Good	Poor	Poor	Good	Good	Poor	Good	Poor
334	Good	Poor	Poor	Poor	Good	Good	Poor	Good	Poor
335	Poor	Poor	Poor	Poor	Good	Good	Poor	Good	Poor
336	Good	Good	Good	Good	Poor	Good	Poor	Good	Poor
337	Poor	Good	Good	Good	Poor	Good	Poor	Good	Poor
338	Good	Poor	Good	Good	Poor	Good	Poor	Good	Poor
339	Poor	Poor	Good	Good	Poor	Good	Poor	Good	Poor
340	Good	Good	Poor	Good	Poor	Good	Poor	Good	Poor
341	Poor	Good	Poor	Good	Poor	Good	Poor	Good	Poor
342	Good	Poor	Poor	Good	Poor	Good	Poor	Good	Poor
343	Poor	Poor	Poor	Good	Poor	Good	Poor	Good	Poor
344	Good	Good	Good	Poor	Poor	Good	Poor	Good	Poor
345	Poor	Good	Good	Poor	Poor	Good	Poor	Good	Poor
346	Good	Poor	Good	Poor	Poor	Good	Poor	Good	Poor
347	Poor	Poor	Good	Poor	Poor	Good	Poor	Good	Poor
348	Good	Good	Poor	Poor	Poor	Good	Poor	Good	Poor
349	Poor	Good	Poor	Poor	Poor	Good	Poor	Good	Poor
350	Good	Poor	Poor	Poor	Poor	Good	Poor	Good	Poor
351	Poor	Poor	Poor	Poor	Poor	Good	Poor	Good	Poor
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