Code
library(tidyverse)
library(ggsci)
library(hrbrthemes)
library(ggridges)Density plots
These plots are relatively straightforward once the data is in the right format. For viewing the outcome state (dependent upon initial state) of a multistate model, the data must be in long format with one row per transition and variables that include ID, initial state, outcome state and duration in that state.
To make this graph work you need a significant number of patients, below is a simulated dataset of 2000 patients - easiest to copy the whole thing using the “copy to clipboard” button that appears in the top right corner of the pane that opens when you open the code below.
Code
df_density <- tibble::tribble(
~id, ~initial_state, ~outcome_state, ~duration,
1L, "Dialysis", "Tx", 11,
1L, "Tx", "Death", 404,
2L, "Dialysis", "Tx", 4,
2L, "Tx", "Cancer", 70,
2L, "Cancer", "Death", 138,
3L, "Dialysis", "Death", 9,
4L, "Dialysis", "Cancer", 74,
4L, "Cancer", "Death", 1,
5L, "Dialysis", "Death", 84,
6L, "Dialysis, waitlist", "Tx", 15,
6L, "Tx", "No change", 478,
7L, "Dialysis", "Death", 99,
8L, "Dialysis", "Death", 25,
9L, "Dialysis", "Tx", 15,
9L, "Tx", "Death", 8,
10L, "Tx", "Cancer", 64,
10L, "Cancer", "Death", 354,
11L, "Tx", "No change", 396,
12L, "Dialysis", "Death", 51,
13L, "Dialysis, waitlist", "Tx", 94,
13L, "Tx", "Death", 104,
14L, "Dialysis", "Cancer", 229,
14L, "Cancer", "Death", 2,
15L, "Dialysis", "Tx", 22,
15L, "Tx", "Cancer", 164,
15L, "Cancer", "Death", 122,
16L, "Dialysis", "Tx", 94,
16L, "Tx", "Death", 292,
17L, "Dialysis", "Death", 31,
18L, "Dialysis", "Tx", 104,
18L, "Tx", "Cancer", 170,
18L, "Cancer", "No change", 118,
19L, "Dialysis", "Death", 24,
20L, "Dialysis, waitlist", "Tx", 98,
20L, "Tx", "Death", 159,
21L, "Dialysis", "Death", 70,
22L, "Dialysis", "Death", 192,
23L, "Dialysis", "Tx", 14,
23L, "Tx", "No change", 373,
24L, "Dialysis", "Death", 231,
25L, "Dialysis", "Death", 64,
26L, "Dialysis", "Death", 29,
27L, "Dialysis", "Death", 10,
28L, "Dialysis, waitlist", "Tx", 98,
28L, "Tx", "No change", 287,
29L, "Dialysis", "Death", 11,
30L, "Dialysis", "Death", 167,
31L, "Dialysis", "Cancer", 57,
31L, "Cancer", "No change", 329,
32L, "Dialysis", "Death", 123,
33L, "Dialysis", "Tx", 9,
33L, "Tx", "Cancer", 114,
33L, "Cancer", "Death", 21,
34L, "Dialysis", "Death", 51,
35L, "Dialysis", "Tx", 23,
35L, "Tx", "No change", 363,
36L, "Dialysis", "Tx", 30,
36L, "Tx", "Death", 82,
37L, "Dialysis", "Tx", 15,
37L, "Tx", "Cancer", 94,
37L, "Cancer", "Death", 2,
38L, "Dialysis", "No change", 80,
39L, "Dialysis", "Death", 74,
40L, "Dialysis", "Cancer", 73,
40L, "Cancer", "Death", 16,
41L, "Dialysis", "Tx", 92,
41L, "Tx", "Cancer", 114,
41L, "Cancer", "Death", 1,
42L, "Dialysis", "Tx", 17,
42L, "Tx", "Cancer", 92,
42L, "Cancer", "No change", 278,
43L, "Dialysis", "Death", 30,
44L, "Dialysis", "Death", 69,
45L, "Dialysis", "Tx", 24,
45L, "Tx", "Death", 326,
46L, "Dialysis", "Death", 68,
47L, "Dialysis", "Tx", 23,
47L, "Tx", "Cancer", 17,
47L, "Cancer", "Death", 32,
48L, "Dialysis", "Tx", 94,
48L, "Tx", "Death", 62,
49L, "Dialysis", "Tx", 58,
49L, "Tx", "No change", 330,
50L, "Dialysis", "Cancer", 127,
50L, "Cancer", "Death", 2,
51L, "Dialysis", "Death", 1,
52L, "Dialysis", "Death", 17,
53L, "Dialysis, waitlist", "Tx", 13,
53L, "Tx", "Cancer", 250,
53L, "Cancer", "No change", 127,
54L, "Dialysis", "Tx", 59,
54L, "Tx", "No change", 330,
55L, "Dialysis", "Death", 57,
56L, "Dialysis", "Cancer", 50,
56L, "Cancer", "Death", 40,
57L, "Dialysis", "Death", 86,
58L, "Dialysis", "Death", 35,
59L, "Dialysis", "Tx", 31,
59L, "Tx", "Death", 194,
60L, "Dialysis", "No change", 2,
61L, "Dialysis", "Death", 7,
62L, "Dialysis, waitlist", "Tx", 25,
62L, "Tx", "Cancer", 118,
62L, "Cancer", "No change", 250,
63L, "Dialysis", "Tx", 41,
63L, "Tx", "Death", 3,
64L, "Dialysis", "Death", 45,
65L, "Dialysis", "Death", 66,
66L, "Dialysis", "Death", 80,
67L, "Dialysis", "Tx", 95,
67L, "Tx", "Death", 218,
68L, "Dialysis", "Tx", 6,
68L, "Tx", "No change", 391,
69L, "Dialysis", "Death", 61,
70L, "Dialysis", "Death", 34,
71L, "Dialysis", "Death", 3,
72L, "Dialysis", "Tx", 93,
72L, "Tx", "Death", 1,
73L, "Dialysis", "Tx", 104,
73L, "Tx", "No change", 272,
74L, "Dialysis", "Death", 90,
75L, "Dialysis", "Tx", 36,
75L, "Tx", "Death", 283,
76L, "Dialysis", "Tx", 57,
76L, "Tx", "No change", 337,
77L, "Dialysis", "Death", 87,
78L, "Dialysis", "Tx", 11,
78L, "Tx", "Death", 22,
79L, "Dialysis", "Death", 3,
80L, "Dialysis, waitlist", "Death", 247,
81L, "Dialysis", "Tx", 98,
81L, "Tx", "No change", 296,
82L, "Dialysis", "Death", 7,
83L, "Dialysis", "Tx", 19,
83L, "Tx", "Death", 298,
84L, "Dialysis", "Tx", 47,
84L, "Tx", "Death", 213,
85L, "Dialysis", "Death", 121,
86L, "Dialysis", "Death", 21,
87L, "Dialysis", "Death", 19,
88L, "Dialysis", "Cancer", 1,
88L, "Cancer", "Death", 161,
89L, "Dialysis", "Tx", 103,
89L, "Tx", "Cancer", 7,
89L, "Cancer", "Death", 15,
90L, "Dialysis", "Death", 22,
91L, "Dialysis", "Cancer", 61,
91L, "Cancer", "Death", 4,
92L, "Dialysis", "Death", 210,
93L, "Dialysis", "Death", 37,
94L, "Dialysis", "Death", 47,
95L, "Dialysis", "Tx", 61,
95L, "Tx", "Cancer", 107,
95L, "Cancer", "Death", 39,
96L, "Dialysis", "Tx", 10,
96L, "Tx", "No change", 386,
97L, "Dialysis", "Death", 53,
98L, "Dialysis", "Death", 64,
99L, "Dialysis", "Death", 49,
100L, "Dialysis, waitlist", "Tx", 35,
100L, "Tx", "No change", 71,
101L, "Dialysis", "Death", 36,
102L, "Dialysis", "Death", 84,
103L, "Tx", "No change", 87,
104L, "Dialysis, waitlist", "Tx", 37,
104L, "Tx", "No change", 73,
105L, "Dialysis, waitlist", "Tx", 75,
105L, "Tx", "Death", 4,
106L, "Dialysis, waitlist", "Tx", 33,
106L, "Tx", "No change", 77,
107L, "Dialysis", "Death", 107,
108L, "Dialysis", "No change", 110,
109L, "Dialysis", "No change", 88,
110L, "Dialysis", "Death", 45,
111L, "Dialysis", "Death", 65,
112L, "Dialysis", "Death", 11,
113L, "Dialysis", "No change", 109,
114L, "Dialysis, waitlist", "Tx", 40,
114L, "Tx", "No change", 47,
115L, "Dialysis", "Death", 24,
116L, "Dialysis", "Cancer", 13,
116L, "Cancer", "No change", 96,
117L, "Dialysis", "Death", 26,
118L, "Dialysis, waitlist", "Tx", 64,
118L, "Tx", "No change", 26,
119L, "Dialysis, waitlist", "Tx", 67,
119L, "Tx", "No change", 45,
120L, "Tx", "Cancer", 58,
120L, "Cancer", "No change", 27,
121L, "Dialysis", "Death", 40,
122L, "Dialysis", "Death", 6,
123L, "Dialysis", "Death", 64,
124L, "Dialysis, waitlist", "Tx", 48,
124L, "Tx", "No change", 40,
125L, "Dialysis", "No change", 87,
126L, "Dialysis, waitlist", "Tx", 84,
126L, "Tx", "No change", 3,
127L, "Dialysis", "Death", 26,
128L, "Dialysis", "Death", 9,
129L, "Dialysis", "No change", 86,
130L, "Dialysis", "Death", 41,
131L, "Dialysis, waitlist", "Tx", 35,
131L, "Tx", "No change", 50,
132L, "Dialysis", "Cancer", 27,
132L, "Cancer", "No change", 82,
133L, "Dialysis, waitlist", "Tx", 3,
133L, "Tx", "No change", 83,
134L, "Dialysis", "No change", 103,
135L, "Dialysis", "No change", 90,
136L, "Dialysis, waitlist", "Tx", 37,
136L, "Tx", "No change", 60,
137L, "Dialysis", "Cancer", 13,
137L, "Cancer", "No change", 74,
138L, "Dialysis, waitlist", "Tx", 11,
138L, "Tx", "No change", 76,
139L, "Dialysis, waitlist", "Tx", 37,
139L, "Tx", "No change", 50,
140L, "Dialysis", "Death", 88,
141L, "Dialysis", "Cancer", 39,
141L, "Cancer", "Death", 0,
142L, "Dialysis", "Death", 28,
143L, "Dialysis, waitlist", "Tx", 13,
143L, "Tx", "No change", 74,
144L, "Dialysis", "Death", 40,
145L, "Dialysis", "No change", 87,
146L, "Dialysis", "No change", 88,
147L, "Dialysis", "Death", 48,
148L, "Dialysis", "Tx", 16,
148L, "Tx", "No change", 71,
149L, "Dialysis, waitlist", "Tx", 70,
149L, "Tx", "No change", 17,
150L, "Dialysis", "Death", 50,
151L, "Dialysis", "Death", 40,
152L, "Dialysis, waitlist", "Tx", 42,
152L, "Tx", "No change", 46,
153L, "Dialysis", "Death", 34,
154L, "Dialysis", "Death", 2,
154L, "Cancer", "No change", 95,
155L, "Dialysis", "Death", 34,
156L, "Dialysis", "No change", 89,
157L, "Dialysis", "No change", 93,
158L, "Dialysis", "No change", 87,
159L, "Dialysis", "Death", 65,
160L, "Dialysis, waitlist", "Tx", 30,
160L, "Tx", "Cancer", 43,
160L, "Cancer", "Death", 2,
161L, "Dialysis", "Tx", 10,
161L, "Tx", "No change", 77,
162L, "Dialysis", "Death", 34,
163L, "Dialysis", "No change", 89,
164L, "Dialysis, waitlist", "Tx", 18,
164L, "Tx", "No change", 87,
165L, "Dialysis", "Death", 30,
166L, "Dialysis, waitlist", "Tx", 10,
166L, "Tx", "Death", 71,
167L, "Dialysis", "Death", 32,
168L, "Dialysis", "No change", 88,
169L, "Dialysis", "No change", 88,
170L, "Dialysis", "No change", 88,
171L, "Dialysis", "Tx", 1,
171L, "Tx", "No change", 87,
172L, "Cancer", "No change", 53,
173L, "Dialysis", "Cancer", 70,
173L, "Cancer", "No change", 20,
174L, "Dialysis", "Death", 65,
175L, "Dialysis, waitlist", "Tx", 11,
175L, "Tx", "No change", 77,
176L, "Dialysis", "No change", 105,
177L, "Dialysis", "Death", 93,
178L, "Dialysis, waitlist", "Tx", 50,
178L, "Tx", "No change", 38,
179L, "Dialysis, waitlist", "Tx", 27,
179L, "Tx", "No change", 63,
180L, "Dialysis", "Death", 12,
181L, "Cancer", "No change", 91,
182L, "Cancer", "No change", 221,
183L, "Cancer", "No change", 98,
184L, "Dialysis, waitlist", "Tx", 58,
184L, "Tx", "No change", 79,
185L, "Dialysis, waitlist", "Tx", 58,
185L, "Tx", "No change", 29,
186L, "Dialysis", "Death", 4,
187L, "Dialysis", "Death", 58,
188L, "Cancer", "No change", 191,
189L, "Cancer", "No change", 198,
190L, "Dialysis", "Death", 65,
191L, "Dialysis, waitlist", "Tx", 66,
191L, "Tx", "No change", 24,
192L, "Dialysis", "Death", 12,
193L, "Dialysis, waitlist", "Tx", 21,
193L, "Tx", "No change", 68,
194L, "Dialysis", "Cancer", 8,
194L, "Cancer", "No change", 81,
195L, "Dialysis", "Death", 54,
196L, "Dialysis", "Death", 20,
197L, "Dialysis", "Death", 1,
198L, "Dialysis", "No change", 89,
199L, "Dialysis", "Death", 67,
200L, "Dialysis", "Death", 167,
201L, "Dialysis, waitlist", "Tx", 40,
201L, "Tx", "No change", 74,
202L, "Dialysis", "No change", 90,
203L, "Cancer", "No change", 230,
204L, "Dialysis", "Death", 49,
205L, "Dialysis", "Cancer", 0,
205L, "Cancer", "Death", 20,
206L, "Dialysis", "Death", 19,
207L, "Dialysis, waitlist", "Tx", 14,
207L, "Tx", "No change", 76,
208L, "Cancer", "No change", 151,
209L, "Dialysis, waitlist", "Death", 79,
210L, "Dialysis", "Death", 34,
211L, "Dialysis, waitlist", "Tx", 42,
211L, "Tx", "No change", 47,
212L, "Dialysis, waitlist", "Tx", 14,
212L, "Tx", "No change", 76,
213L, "Dialysis", "No change", 90,
214L, "Dialysis", "No change", 90,
215L, "Dialysis", "Death", 25,
216L, "Dialysis", "Death", 84,
217L, "Dialysis", "Death", 100,
218L, "Dialysis", "Death", 48,
219L, "Dialysis", "Cancer", 45,
219L, "Cancer", "Death", 5,
220L, "Dialysis, waitlist", "Tx", 67,
220L, "Tx", "No change", 64,
221L, "Dialysis", "No change", 89,
222L, "Dialysis, waitlist", "Death", 114,
223L, "Dialysis, waitlist", "Tx", 39,
223L, "Tx", "No change", 56,
224L, "Dialysis, waitlist", "Tx", 37,
224L, "Tx", "Cancer", 12,
224L, "Cancer", "No change", 270,
225L, "Dialysis", "Tx", 110,
225L, "Tx", "No change", 246,
226L, "Dialysis", "Death", 6,
227L, "Dialysis", "Tx", 94,
227L, "Tx", "No change", 260,
228L, "Dialysis", "Death", 82,
229L, "Dialysis", "Cancer", 6,
229L, "Cancer", "Death", 6,
230L, "Dialysis", "Tx", 32,
230L, "Tx", "Death", 164,
231L, "Dialysis", "Tx", 17,
231L, "Tx", "Death", 330,
232L, "Dialysis, waitlist", "Death", 233,
233L, "Dialysis", "Death", 57,
234L, "Dialysis", "Tx", 6,
234L, "Tx", "No change", 354,
235L, "Dialysis", "Death", 53,
236L, "Dialysis", "Death", 20,
237L, "Dialysis", "Death", 4,
238L, "Dialysis", "Death", 27,
239L, "Dialysis", "Tx", 45,
239L, "Tx", "Cancer", 222,
239L, "Cancer", "No change", 102,
240L, "Dialysis", "Tx", 89,
240L, "Tx", "No change", 279,
241L, "Tx", "No change", 364,
242L, "Dialysis", "Death", 17,
243L, "Dialysis", "Death", 22,
244L, "Dialysis, waitlist", "Tx", 7,
244L, "Tx", "Cancer", 335,
244L, "Cancer", "No change", 27,
245L, "Dialysis", "Death", 56,
246L, "Dialysis", "Cancer", 72,
246L, "Cancer", "Death", 104,
247L, "Dialysis, waitlist", "Tx", 110,
247L, "Tx", "Cancer", 151,
247L, "Cancer", "No change", 94,
248L, "Dialysis", "Tx", 10,
248L, "Tx", "Death", 247,
249L, "Dialysis", "Death", 16,
250L, "Dialysis", "Death", 13,
251L, "Dialysis", "Tx", 9,
251L, "Tx", "No change", 347,
252L, "Dialysis, waitlist", "Death", 66,
253L, "Dialysis", "Death", 223,
254L, "Dialysis, waitlist", "Tx", 22,
254L, "Tx", "Cancer", 107,
254L, "Cancer", "No change", 229,
255L, "Dialysis", "Death", 83,
256L, "Dialysis", "Death", 52,
257L, "Dialysis", "Tx", 7,
257L, "Tx", "Cancer", 26,
257L, "Cancer", "Death", 63,
258L, "Dialysis", "Tx", 38,
258L, "Tx", "Death", 135,
259L, "Dialysis", "Death", 14,
260L, "Dialysis", "Death", 21,
261L, "Dialysis", "Tx", 23,
261L, "Tx", "Cancer", 162,
261L, "Cancer", "Death", 146,
262L, "Dialysis", "Death", 21,
263L, "Dialysis", "Death", 10,
264L, "Dialysis, waitlist", "Death", 56,
265L, "Dialysis", "Tx", 29,
265L, "Tx", "No change", 329,
266L, "Dialysis", "Death", 54,
267L, "Dialysis", "Tx", 35,
267L, "Tx", "Death", 171,
268L, "Dialysis", "Death", 7,
269L, "Dialysis", "Tx", 10,
269L, "Tx", "Death", 246,
270L, "Dialysis", "Tx", 39,
270L, "Tx", "Cancer", 151,
270L, "Cancer", "No change", 170,
271L, "Dialysis", "Tx", 84,
271L, "Tx", "No change", 277,
272L, "Dialysis", "Death", 44,
273L, "Dialysis", "Death", 13,
274L, "Dialysis", "Cancer", 94,
274L, "Cancer", "Death", 0,
275L, "Dialysis", "Cancer", 195,
275L, "Cancer", "Death", 35,
276L, "Dialysis", "Death", 4,
277L, "Dialysis", "Death", 42,
278L, "Dialysis", "No change", 42,
279L, "Dialysis", "Death", 74,
280L, "Dialysis, waitlist", "Tx", 11,
280L, "Tx", "No change", 350,
281L, "Dialysis", "Tx", 26,
281L, "Tx", "Death", 249,
282L, "Dialysis", "Death", 5,
283L, "Dialysis", "Tx", 11,
283L, "Tx", "Death", 134,
284L, "Dialysis, waitlist", "Tx", 12,
284L, "Tx", "Death", 282,
285L, "Dialysis, waitlist", "Death", 139,
286L, "Dialysis", "Death", 2,
287L, "Dialysis", "Tx", 52,
287L, "Tx", "No change", 278,
288L, "Dialysis", "Death", 59,
289L, "Dialysis", "Death", 29,
290L, "Dialysis", "Death", 67,
291L, "Dialysis", "Death", 147,
292L, "Dialysis", "Tx", 3,
292L, "Tx", "No change", 360,
293L, "Dialysis", "Death", 231,
294L, "Dialysis", "Death", 178,
295L, "Dialysis", "Death", 21,
296L, "Dialysis", "Cancer", 91,
296L, "Cancer", "Death", 17,
297L, "Dialysis, waitlist", "Tx", 52,
297L, "Tx", "Death", 297,
298L, "Dialysis", "Tx", 18,
298L, "Tx", "Death", 342,
299L, "Dialysis", "Death", 48,
300L, "Dialysis", "Death", 151,
301L, "Dialysis", "Death", 100,
302L, "Dialysis", "Death", 231,
303L, "Dialysis, waitlist", "Death", 97,
304L, "Dialysis", "Death", 148,
305L, "Dialysis", "Death", 25,
306L, "Dialysis", "Tx", 7,
306L, "Tx", "No change", 359,
307L, "Dialysis", "Death", 25,
308L, "Dialysis", "Death", 78,
309L, "Dialysis", "Tx", 44,
309L, "Tx", "Cancer", 175,
309L, "Cancer", "Death", 140,
310L, "Dialysis", "Death", 26,
311L, "Dialysis", "Death", 40,
312L, "Dialysis", "Death", 140,
313L, "Dialysis", "Cancer", 78,
313L, "Cancer", "Death", 19,
314L, "Dialysis", "Death", 4,
315L, "Dialysis", "Death", 44,
316L, "Dialysis", "Death", 67,
317L, "Dialysis", "Death", 104,
318L, "Dialysis", "Death", 45,
319L, "Dialysis", "Death", 111,
320L, "Dialysis", "Death", 39,
321L, "Dialysis", "Death", 20,
322L, "Dialysis", "Death", 111,
323L, "Dialysis", "Death", 38,
324L, "Dialysis", "Death", 70,
325L, "Dialysis", "Death", 19,
326L, "Dialysis", "Death", 7,
327L, "Dialysis", "Tx", 18,
327L, "Tx", "Death", 0,
328L, "Tx", "No change", 383,
329L, "Cancer", "No change", 429,
330L, "Dialysis, waitlist", "Tx", 15,
330L, "Tx", "Cancer", 225,
330L, "Cancer", "Death", 42,
331L, "Dialysis", "Death", 41,
332L, "Dialysis", "Death", 217,
333L, "Dialysis, waitlist", "Tx", 14,
333L, "Tx", "No change", 355,
334L, "Dialysis", "Death", 17,
335L, "Dialysis", "Death", 29,
336L, "Dialysis", "Death", 28,
337L, "Dialysis", "Death", 62,
338L, "Dialysis", "Death", 112,
339L, "Dialysis", "Tx", 18,
339L, "Tx", "No change", 352,
340L, "Dialysis, waitlist", "Tx", 71,
340L, "Tx", "No change", 301,
341L, "Dialysis, waitlist", "Death", 166,
342L, "Dialysis", "Death", 114,
343L, "Dialysis", "Tx", 57,
343L, "Tx", "No change", 314,
344L, "Dialysis, waitlist", "Tx", 28,
344L, "Tx", "Cancer", 257,
344L, "Cancer", "No change", 86,
345L, "Dialysis", "Tx", 46,
345L, "Tx", "No change", 326,
346L, "Dialysis", "Death", 104,
347L, "Dialysis, waitlist", "Death", 130,
348L, "Dialysis", "Death", 17,
349L, "Dialysis", "Death", 3,
350L, "Dialysis", "Death", 93,
351L, "Dialysis", "Tx", 31,
351L, "Tx", "Death", 167,
352L, "Dialysis", "Death", 46,
353L, "Dialysis", "Tx", 5,
353L, "Tx", "No change", 368,
354L, "Dialysis, waitlist", "Tx", 91,
354L, "Tx", "Death", 220,
355L, "Dialysis", "Death", 80,
356L, "Dialysis", "Death", 26,
357L, "Dialysis", "Death", 2,
358L, "Dialysis", "Death", 31,
359L, "Dialysis", "Death", 33,
360L, "Dialysis", "Death", 193,
361L, "Dialysis", "Cancer", 13,
361L, "Cancer", "Death", 9,
362L, "Dialysis, waitlist", "Tx", 150,
362L, "Tx", "No change", 225,
363L, "Dialysis", "Death", 4,
364L, "Dialysis", "Death", 166,
365L, "Dialysis, waitlist", "Tx", 58,
365L, "Tx", "No change", 317,
366L, "Dialysis, waitlist", "Tx", 9,
366L, "Tx", "Cancer", 266,
366L, "Cancer", "No change", 101,
367L, "Dialysis", "Cancer", 37,
367L, "Cancer", "Death", 45,
368L, "Dialysis", "Tx", 30,
368L, "Tx", "Cancer", 107,
368L, "Cancer", "Death", 225,
369L, "Dialysis", "Death", 74,
370L, "Tx", "No change", 377,
371L, "Dialysis", "Death", 141,
372L, "Dialysis", "Death", 35,
373L, "Dialysis", "Death", 34,
374L, "Dialysis", "Death", 160,
375L, "Dialysis", "Death", 47,
376L, "Dialysis", "Death", 159,
377L, "Dialysis", "Tx", 6,
377L, "Tx", "Death", 192,
378L, "Dialysis", "Death", 41,
379L, "Dialysis", "Tx", 106,
379L, "Tx", "Death", 42,
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381L, "Cancer", "Death", 31,
382L, "Dialysis", "Death", 103,
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384L, "Dialysis", "Tx", 104,
384L, "Tx", "Death", 163,
385L, "Dialysis, waitlist", "Tx", 20,
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386L, "Dialysis", "Death", 41,
387L, "Dialysis", "Tx", 46,
387L, "Tx", "Death", 258,
388L, "Dialysis", "Death", 151,
389L, "Dialysis", "Death", 82,
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392L, "Dialysis", "Death", 19,
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394L, "Tx", "Death", 192,
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395L, "Cancer", "Death", 40,
396L, "Dialysis", "Death", 6,
397L, "Dialysis", "Tx", 74,
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398L, "Dialysis, waitlist", "Tx", 64,
398L, "Tx", "Death", 252,
399L, "Dialysis", "Tx", 34,
399L, "Tx", "No change", 348,
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400L, "Cancer", "Death", 221,
401L, "Dialysis", "Death", 16,
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403L, "Dialysis", "Death", 78,
404L, "Dialysis", "Death", 141,
405L, "Dialysis, waitlist", "Tx", 57,
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406L, "Cancer", "Death", 2,
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410L, "Dialysis", "No change", 68,
411L, "Dialysis, waitlist", "Death", 38,
412L, "Dialysis", "No change", 68,
413L, "Dialysis", "Death", 59,
414L, "Dialysis, waitlist", "Tx", 58,
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415L, "Tx", "No change", 66,
416L, "Tx", "No change", 66,
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418L, "Dialysis", "No change", 80,
419L, "Dialysis", "No change", 66,
420L, "Dialysis", "No change", 91,
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423L, "Dialysis", "No change", 14,
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425L, "Dialysis, waitlist", "Tx", 65,
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426L, "Dialysis", "No change", 71,
427L, "Dialysis, waitlist", "Tx", 57,
427L, "Tx", "No change", 17,
428L, "Dialysis, waitlist", "Tx", 2,
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429L, "Dialysis, waitlist", "Tx", 40,
429L, "Tx", "No change", 33,
430L, "Dialysis, waitlist", "Tx", 83,
430L, "Tx", "No change", 3,
431L, "Dialysis", "Death", 40,
432L, "Dialysis", "Death", 57,
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435L, "Dialysis, waitlist", "No change", 65,
436L, "Dialysis, waitlist", "Tx", 35,
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437L, "Dialysis", "No change", 82,
438L, "Dialysis", "Death", 16,
439L, "Dialysis, waitlist", "Tx", 27,
439L, "Tx", "No change", 38,
440L, "Dialysis", "Death", 9,
441L, "Dialysis", "No change", 113,
442L, "Dialysis, waitlist", "Tx", 50,
442L, "Tx", "No change", 29,
443L, "Dialysis", "No change", 74,
444L, "Dialysis", "Death", 106,
445L, "Dialysis", "No change", 91,
446L, "Dialysis", "Death", 50,
447L, "Dialysis, waitlist", "Tx", 28,
447L, "Tx", "No change", 39,
448L, "Dialysis", "Death", 43,
449L, "Dialysis", "Death", 62,
450L, "Dialysis", "No change", 94,
451L, "Dialysis", "No change", 75,
452L, "Dialysis, waitlist", "Tx", 61,
452L, "Tx", "No change", 10,
453L, "Dialysis", "Death", 69,
454L, "Dialysis", "Death", 1,
455L, "Dialysis", "Death", 18,
456L, "Dialysis", "No change", 74,
457L, "Dialysis, waitlist", "Tx", 31,
457L, "Tx", "No change", 44,
458L, "Dialysis, waitlist", "Cancer", 44,
458L, "Cancer", "No change", 21,
459L, "Dialysis", "No change", 66,
460L, "Dialysis, waitlist", "Death", 49,
461L, "Dialysis", "Death", 12,
462L, "Dialysis", "No change", 66,
463L, "Cancer", "No change", 114,
464L, "Dialysis", "No change", 66,
465L, "Dialysis", "No change", 66,
466L, "Dialysis", "Death", 2,
467L, "Cancer", "No change", 128,
468L, "Dialysis, waitlist", "No change", 66,
469L, "Dialysis", "Death", 34,
470L, "Dialysis", "Cancer", 52,
470L, "Cancer", "Death", 0,
471L, "Dialysis", "Death", 2,
472L, "Dialysis, waitlist", "Tx", 33,
472L, "Tx", "No change", 35,
473L, "Dialysis, waitlist", "Tx", 5,
473L, "Tx", "No change", 63,
474L, "Dialysis, waitlist", "Death", 49,
475L, "Dialysis", "Death", 5,
476L, "Dialysis, waitlist", "No change", 66,
477L, "Dialysis", "No change", 91,
478L, "Dialysis, waitlist", "Tx", 31,
478L, "Tx", "No change", 34,
479L, "Tx", "No change", 66,
480L, "Tx", "No change", 66,
481L, "Dialysis", "No change", 66,
482L, "Dialysis", "Death", 59,
483L, "Dialysis", "Death", 20,
484L, "Dialysis", "Death", 37,
485L, "Dialysis", "Death", 59,
486L, "Dialysis", "Tx", 34,
486L, "Tx", "No change", 33,
487L, "Dialysis, waitlist", "No change", 67,
488L, "Dialysis, waitlist", "No change", 67,
489L, "Dialysis, waitlist", "Tx", 20,
489L, "Tx", "No change", 46,
490L, "Dialysis, waitlist", "Tx", 10,
490L, "Tx", "No change", 56,
491L, "Dialysis, waitlist", "Tx", 66,
491L, "Tx", "No change", 2,
492L, "Dialysis", "Death", 5,
493L, "Dialysis", "No change", 66,
494L, "Dialysis, waitlist", "Tx", 37,
494L, "Tx", "No change", 30,
495L, "Dialysis", "No change", 66,
496L, "Dialysis, waitlist", "Tx", 19,
496L, "Tx", "No change", 47,
497L, "Dialysis", "Death", 45,
498L, "Dialysis, waitlist", "Tx", 8,
498L, "Tx", "No change", 58,
499L, "Dialysis", "Death", 53,
500L, "Dialysis, waitlist", "Tx", 43,
500L, "Tx", "No change", 33,
501L, "Dialysis, waitlist", "Death", 76,
502L, "Dialysis, waitlist", "Tx", 36,
502L, "Tx", "No change", 43,
503L, "Dialysis, waitlist", "Tx", 28,
503L, "Tx", "No change", 56,
504L, "Dialysis, waitlist", "Tx", 12,
504L, "Tx", "No change", 61,
505L, "Dialysis, waitlist", "Tx", 20,
505L, "Tx", "No change", 48,
506L, "Dialysis, waitlist", "Tx", 8,
506L, "Tx", "No change", 61,
507L, "Dialysis, waitlist", "Tx", 12,
507L, "Tx", "No change", 54,
508L, "Dialysis", "Death", 1,
509L, "Dialysis", "Death", 65,
510L, "Dialysis, waitlist", "Tx", 16,
510L, "Tx", "No change", 59,
511L, "Dialysis, waitlist", "No change", 91,
512L, "Dialysis", "No change", 77,
513L, "Dialysis", "Death", 74,
514L, "Dialysis", "Death", 19,
515L, "Dialysis, waitlist", "Tx", 41,
515L, "Tx", "No change", 26,
516L, "Dialysis, waitlist", "Tx", 35,
516L, "Tx", "No change", 56,
517L, "Dialysis", "Cancer", 32,
517L, "Cancer", "Death", 25,
518L, "Dialysis", "No change", 92,
519L, "Dialysis", "Death", 44,
520L, "Dialysis", "Death", 42,
521L, "Dialysis", "Death", 37,
522L, "Dialysis", "No change", 83,
523L, "Dialysis, waitlist", "Tx", 34,
523L, "Tx", "No change", 51,
524L, "Dialysis", "Death", 40,
525L, "Dialysis", "Death", 78,
526L, "Dialysis", "No change", 84,
527L, "Dialysis, waitlist", "No change", 66,
528L, "Cancer", "No change", 135,
529L, "Cancer", "No change", 110,
530L, "Dialysis", "Cancer", 73,
530L, "Cancer", "No change", 32,
531L, "Dialysis, waitlist", "No change", 66,
532L, "Cancer", "No change", 79,
533L, "Cancer", "No change", 72,
534L, "Dialysis", "Death", 44,
535L, "Dialysis, waitlist", "Tx", 30,
535L, "Tx", "No change", 36,
536L, "Dialysis, waitlist", "Tx", 11,
536L, "Tx", "No change", 55,
537L, "Tx", "No change", 66,
538L, "Tx", "No change", 66,
539L, "Tx", "Death", 30,
540L, "Dialysis", "No change", 66,
541L, "Dialysis", "Cancer", 15,
541L, "Cancer", "Death", 37,
542L, "Dialysis, waitlist", "Cancer", 23,
542L, "Cancer", "No change", 45,
543L, "Dialysis", "Tx", 10,
543L, "Tx", "No change", 63,
544L, "Dialysis", "No change", 73,
545L, "Cancer", "No change", 707,
546L, "Dialysis, waitlist", "Tx", 29,
546L, "Tx", "No change", 36,
547L, "Dialysis", "No change", 69,
548L, "Dialysis", "No change", 66,
549L, "Dialysis, waitlist", "Tx", 46,
549L, "Tx", "No change", 22,
550L, "Dialysis", "No change", 68,
551L, "Dialysis", "Death", 42,
552L, "Dialysis", "Death", 21,
553L, "Dialysis, waitlist", "Cancer", 14,
553L, "Cancer", "Death", 35,
554L, "Dialysis, waitlist", "Tx", 7,
554L, "Tx", "No change", 60,
555L, "Dialysis", "No change", 68,
556L, "Dialysis", "Cancer", 40,
556L, "Cancer", "No change", 30,
557L, "Dialysis", "No change", 67,
558L, "Dialysis", "Death", 34,
559L, "Dialysis, waitlist", "No change", 67,
560L, "Dialysis, waitlist", "Death", 43,
561L, "Dialysis", "No change", 68,
562L, "Dialysis", "Death", 49,
563L, "Dialysis", "Death", 3,
564L, "Tx", "Cancer", 11,
564L, "Cancer", "No change", 55,
565L, "Tx", "No change", 66,
566L, "Dialysis, waitlist", "Tx", 21,
566L, "Tx", "No change", 48,
567L, "Tx", "No change", 66,
568L, "Dialysis, waitlist", "No change", 68,
569L, "Cancer", "No change", 68,
570L, "Dialysis", "Cancer", 56,
570L, "Cancer", "Death", 6,
571L, "Dialysis, waitlist", "No change", 67,
572L, "Dialysis", "No change", 67,
573L, "Dialysis", "No change", 67,
574L, "Dialysis", "No change", 67,
575L, "Dialysis, waitlist", "Tx", 9,
575L, "Tx", "No change", 66,
576L, "Tx", "No change", 66,
577L, "Dialysis, waitlist", "Tx", 22,
577L, "Tx", "No change", 59,
578L, "Dialysis", "Death", 78,
579L, "Dialysis", "Death", 72,
580L, "Dialysis", "No change", 80,
581L, "Dialysis, waitlist", "Death", 66,
582L, "Dialysis", "Death", 62,
583L, "Dialysis, waitlist", "Tx", 36,
583L, "Tx", "Cancer", 3,
583L, "Cancer", "No change", 32,
584L, "Tx", "No change", 66,
585L, "Dialysis", "No change", 67,
586L, "Dialysis", "No change", 66,
587L, "Dialysis, waitlist", "Tx", 29,
587L, "Tx", "No change", 38,
588L, "Dialysis, waitlist", "Tx", 14,
588L, "Tx", "No change", 52,
589L, "Dialysis, waitlist", "Tx", 24,
589L, "Tx", "Cancer", 18,
589L, "Cancer", "No change", 32,
590L, "Dialysis", "Death", 51,
591L, "Dialysis, waitlist", "No change", 71,
592L, "Dialysis", "No change", 68,
593L, "Dialysis", "Death", 30,
594L, "Dialysis", "Death", 7,
595L, "Dialysis", "Death", 41,
596L, "Dialysis, waitlist", "Tx", 15,
596L, "Tx", "No change", 51,
597L, "Dialysis", "No change", 86,
598L, "Dialysis", "Death", 34,
599L, "Dialysis", "Cancer", 40,
599L, "Cancer", "No change", 27,
600L, "Dialysis", "No change", 66,
601L, "Dialysis", "No change", 66,
602L, "Dialysis", "Death", 1,
603L, "Dialysis, waitlist", "Tx", 14,
603L, "Tx", "No change", 52,
604L, "Dialysis", "No change", 7,
605L, "Dialysis", "No change", 66,
606L, "Dialysis, waitlist", "No change", 66,
607L, "Dialysis, waitlist", "Tx", 40,
607L, "Tx", "No change", 27,
608L, "Dialysis", "Death", 36,
609L, "Dialysis, waitlist", "Tx", 48,
609L, "Tx", "No change", 19,
610L, "Dialysis", "No change", 66,
611L, "Dialysis, waitlist", "Tx", 33,
611L, "Tx", "No change", 34,
612L, "Dialysis", "Death", 46,
613L, "Dialysis, waitlist", "Tx", 54,
613L, "Tx", "No change", 13,
614L, "Dialysis, waitlist", "Tx", 34,
614L, "Tx", "No change", 32,
615L, "Dialysis", "Death", 4,
616L, "Dialysis, waitlist", "Tx", 24,
616L, "Tx", "No change", 43,
617L, "Cancer", "No change", 61,
618L, "Dialysis", "No change", 66,
619L, "Dialysis, waitlist", "Tx", 3,
619L, "Tx", "No change", 64,
620L, "Tx", "No change", 66,
621L, "Dialysis, waitlist", "Tx", 29,
621L, "Tx", "No change", 39,
622L, "Dialysis, waitlist", "Tx", 10,
622L, "Tx", "No change", 57,
623L, "Dialysis, waitlist", "No change", 69,
624L, "Dialysis", "Death", 41,
625L, "Dialysis", "Death", 21,
626L, "Dialysis", "Death", 36,
627L, "Dialysis, waitlist", "No change", 66,
628L, "Dialysis", "No change", 67,
629L, "Dialysis, waitlist", "No change", 93,
630L, "Dialysis", "Death", 9,
631L, "Dialysis, waitlist", "Tx", 24,
631L, "Tx", "No change", 46,
632L, "Dialysis", "No change", 70,
633L, "Dialysis, waitlist", "Tx", 80,
633L, "Tx", "No change", 66,
634L, "Dialysis", "No change", 66,
635L, "Dialysis", "Death", 22,
636L, "Dialysis", "Death", 31,
637L, "Dialysis", "No change", 68,
638L, "Dialysis", "No change", 66,
639L, "Dialysis, waitlist", "Tx", 45,
639L, "Tx", "No change", 22,
640L, "Dialysis", "No change", 80,
641L, "Dialysis", "No change", 81,
642L, "Dialysis", "Death", 37,
643L, "Dialysis", "Death", 53,
644L, "Dialysis", "No change", 77,
645L, "Dialysis, waitlist", "Cancer", 2,
645L, "Cancer", "Death", 84,
646L, "Dialysis", "No change", 94,
647L, "Dialysis", "Death", 37,
648L, "Dialysis", "Death", 68,
649L, "Dialysis", "Death", 84,
650L, "Dialysis", "No change", 82,
651L, "Dialysis", "No change", 81,
652L, "Dialysis", "No change", 76,
653L, "Dialysis", "Death", 22,
654L, "Dialysis", "Death", 20,
655L, "Dialysis", "Death", 25,
656L, "Dialysis", "No change", 67,
657L, "Dialysis", "Death", 1,
658L, "Dialysis, waitlist", "Tx", 59,
658L, "Tx", "Death", 0,
659L, "Dialysis", "Cancer", 7,
659L, "Cancer", "Death", 53,
660L, "Tx", "No change", 66,
661L, "Dialysis, waitlist", "Tx", 37,
661L, "Tx", "No change", 41,
662L, "Dialysis", "Death", 50,
663L, "Dialysis", "Death", 29,
664L, "Dialysis", "No change", 67,
665L, "Cancer", "No change", 29,
666L, "Dialysis", "No change", 67,
667L, "Dialysis", "No change", 80,
668L, "Dialysis", "Death", 43,
669L, "Dialysis", "No change", 67,
670L, "Dialysis", "No change", 67,
671L, "Dialysis", "No change", 67,
672L, "Dialysis", "Death", 56,
673L, "Tx", "No change", 67,
674L, "Dialysis", "No change", 67,
675L, "Dialysis", "No change", 75,
676L, "Dialysis", "No change", 73,
677L, "Dialysis, waitlist", "Tx", 19,
677L, "Tx", "No change", 55,
678L, "Dialysis", "No change", 75,
679L, "Dialysis", "Death", 37,
680L, "Dialysis", "No change", 70,
681L, "Dialysis", "Death", 27,
682L, "Dialysis", "No change", 107,
683L, "Dialysis, waitlist", "Tx", 20,
683L, "Tx", "No change", 52,
684L, "Dialysis", "No change", 3,
685L, "Dialysis", "Death", 46,
686L, "Dialysis", "Death", 35,
687L, "Dialysis, waitlist", "No change", 74,
688L, "Dialysis", "Death", 30,
689L, "Dialysis", "No change", 67,
690L, "Dialysis", "Death", 2,
691L, "Dialysis, waitlist", "No change", 68,
692L, "Dialysis", "No change", 75,
693L, "Dialysis, waitlist", "Tx", 9,
693L, "Tx", "No change", 62,
694L, "Dialysis, waitlist", "Tx", 55,
694L, "Tx", "No change", 21,
695L, "Dialysis", "Death", 6,
696L, "Dialysis", "Death", 7,
697L, "Dialysis", "Death", 3,
698L, "Dialysis", "Death", 18,
699L, "Dialysis", "No change", 67,
700L, "Dialysis", "Death", 32,
701L, "Dialysis, waitlist", "Tx", 62,
701L, "Tx", "No change", 40,
702L, "Tx", "No change", 68,
703L, "Dialysis", "Death", 1,
704L, "Dialysis", "No change", 76,
705L, "Dialysis", "Cancer", 21,
705L, "Cancer", "Death", 6,
706L, "Dialysis, waitlist", "Tx", 18,
706L, "Tx", "No change", 65,
707L, "Dialysis", "No change", 75,
708L, "Dialysis, waitlist", "Tx", 34,
708L, "Tx", "No change", 34,
709L, "Dialysis", "Death", 13,
710L, "Dialysis, waitlist", "Tx", 52,
710L, "Tx", "No change", 15,
711L, "Dialysis", "No change", 69,
712L, "Dialysis", "Death", 29,
713L, "Dialysis", "No change", 67,
714L, "Dialysis", "Death", 3,
715L, "Dialysis, waitlist", "No change", 68,
716L, "Dialysis", "Tx", 0,
716L, "Tx", "No change", 68,
717L, "Dialysis", "Death", 23,
718L, "Cancer", "No change", 125,
719L, "Dialysis", "Cancer", 1,
719L, "Cancer", "Death", 0,
720L, "Dialysis", "Death", 30,
721L, "Dialysis", "Death", 10,
722L, "Dialysis", "No change", 67,
723L, "Dialysis, waitlist", "Tx", 21,
723L, "Tx", "No change", 46,
724L, "Dialysis, waitlist", "Tx", 66,
724L, "Tx", "No change", 2,
725L, "Dialysis", "Death", 3,
726L, "Dialysis, waitlist", "Tx", 7,
726L, "Tx", "No change", 61,
727L, "Dialysis, waitlist", "Tx", 23,
727L, "Tx", "No change", 49,
728L, "Dialysis, waitlist", "Tx", 33,
728L, "Tx", "No change", 35,
729L, "Dialysis, waitlist", "Tx", 0,
729L, "Tx", "No change", 66,
730L, "Dialysis, waitlist", "Tx", 28,
730L, "Tx", "No change", 40,
731L, "Dialysis, waitlist", "Tx", 14,
731L, "Tx", "No change", 54,
732L, "Dialysis, waitlist", "Tx", 17,
732L, "Tx", "No change", 51,
733L, "Dialysis, waitlist", "Tx", 33,
733L, "Tx", "No change", 38,
734L, "Dialysis, waitlist", "Tx", 6,
734L, "Tx", "No change", 65,
735L, "Dialysis", "No change", 68,
736L, "Dialysis", "Death", 24,
737L, "Dialysis", "Death", 34,
738L, "Dialysis", "No change", 68,
739L, "Dialysis", "No change", 69,
740L, "Dialysis", "No change", 67,
741L, "Dialysis", "No change", 67,
742L, "Dialysis", "Death", 59,
743L, "Dialysis", "Death", 53,
744L, "Dialysis", "No change", 68,
745L, "Dialysis", "No change", 134,
746L, "Dialysis", "No change", 74,
747L, "Dialysis, waitlist", "Tx", 5,
747L, "Tx", "No change", 62,
748L, "Dialysis", "No change", 78,
749L, "Dialysis", "Death", 33,
750L, "Dialysis", "Death", 37,
751L, "Dialysis, waitlist", "Tx", 15,
751L, "Tx", "No change", 59,
752L, "Dialysis, waitlist", "No change", 74,
753L, "Dialysis", "No change", 95,
754L, "Dialysis, waitlist", "Tx", 10,
754L, "Tx", "No change", 57,
755L, "Tx", "No change", 67,
756L, "Dialysis, waitlist", "No change", 68,
757L, "Dialysis, waitlist", "Tx", 28,
757L, "Tx", "No change", 39,
758L, "Dialysis, waitlist", "Tx", 28,
758L, "Tx", "No change", 39,
759L, "Dialysis", "Death", 15,
760L, "Dialysis", "No change", 68,
761L, "Dialysis", "Cancer", 12,
761L, "Cancer", "No change", 56,
762L, "Dialysis", "No change", 70,
763L, "Dialysis", "No change", 67,
764L, "Dialysis", "Death", 30,
765L, "Dialysis, waitlist", "Tx", 20,
765L, "Tx", "Death", 43,
766L, "Dialysis", "No change", 69,
767L, "Dialysis", "Death", 59,
768L, "Dialysis", "No change", 69,
769L, "Dialysis", "No change", 69,
770L, "Dialysis, waitlist", "Tx", 34,
770L, "Tx", "No change", 42,
771L, "Dialysis", "Death", 15,
772L, "Dialysis, waitlist", "No change", 74,
773L, "Dialysis", "Tx", 12,
773L, "Tx", "Death", 25,
774L, "Dialysis", "No change", 68,
775L, "Dialysis", "No change", 72,
776L, "Dialysis", "No change", 72,
777L, "Dialysis", "Death", 9,
778L, "Dialysis", "No change", 71,
779L, "Dialysis", "Death", 13,
780L, "Dialysis", "Death", 32,
781L, "Dialysis, waitlist", "Tx", 70,
781L, "Tx", "No change", 35,
782L, "Dialysis", "Death", 16,
783L, "Dialysis", "Death", 38,
784L, "Dialysis", "Tx", 3,
784L, "Tx", "No change", 64,
785L, "Dialysis, waitlist", "Tx", 4,
785L, "Tx", "No change", 63,
786L, "Dialysis", "Cancer", 4,
786L, "Cancer", "Death", 30,
787L, "Dialysis", "No change", 70,
788L, "Dialysis", "No change", 67,
789L, "Dialysis, waitlist", "No change", 68,
790L, "Dialysis, waitlist", "Tx", 67,
790L, "Tx", "No change", 1,
791L, "Dialysis", "No change", 72,
792L, "Dialysis", "No change", 67,
793L, "Dialysis", "Cancer", 3,
793L, "Cancer", "No change", 80,
794L, "Dialysis", "No change", 69,
795L, "Dialysis", "No change", 76,
796L, "Dialysis, waitlist", "Tx", 28,
796L, "Tx", "No change", 44,
797L, "Dialysis, waitlist", "Tx", 45,
797L, "Tx", "No change", 35,
798L, "Dialysis", "No change", 67,
799L, "Tx", "No change", 68,
800L, "Dialysis", "Cancer", 66,
800L, "Cancer", "Death", 15,
801L, "Dialysis, waitlist", "No change", 67,
802L, "Dialysis", "No change", 67,
803L, "Tx", "No change", 67,
804L, "Dialysis", "No change", 68,
805L, "Dialysis", "No change", 68,
806L, "Dialysis", "No change", 69,
807L, "Dialysis, waitlist", "Tx", 16,
807L, "Tx", "No change", 68,
808L, "Dialysis, waitlist", "Tx", 25,
808L, "Tx", "No change", 43,
809L, "Dialysis", "No change", 87,
810L, "Dialysis", "No change", 81,
811L, "Dialysis, waitlist", "Tx", 25,
811L, "Tx", "No change", 51,
812L, "Dialysis, waitlist", "Tx", 30,
812L, "Tx", "Death", 47,
813L, "Dialysis", "No change", 85,
814L, "Dialysis", "No change", 77,
815L, "Dialysis", "Death", 58,
816L, "Dialysis", "No change", 67,
817L, "Dialysis", "Death", 40,
818L, "Dialysis", "Death", 64,
819L, "Dialysis", "Death", 53,
820L, "Dialysis", "Death", 53,
821L, "Dialysis", "Cancer", 23,
821L, "Cancer", "Death", 44,
822L, "Dialysis, waitlist", "Tx", 24,
822L, "Tx", "No change", 50,
823L, "Dialysis", "Death", 29,
824L, "Dialysis", "Death", 38,
825L, "Dialysis", "Death", 42,
826L, "Dialysis", "No change", 102,
827L, "Dialysis", "No change", 76,
828L, "Dialysis", "Death", 96,
829L, "Dialysis", "Death", 77,
830L, "Dialysis, waitlist", "Tx", 32,
830L, "Tx", "No change", 52,
831L, "Dialysis", "No change", 74,
832L, "Dialysis", "Death", 84,
833L, "Dialysis", "No change", 109,
834L, "Dialysis, waitlist", "Tx", 2,
834L, "Tx", "No change", 67,
835L, "Cancer", "No change", 19,
836L, "Dialysis", "Cancer", 31,
836L, "Cancer", "Death", 0,
837L, "Dialysis, waitlist", "No change", 85,
838L, "Dialysis", "Death", 6,
839L, "Dialysis", "Death", 23,
840L, "Dialysis", "Death", 65,
841L, "Dialysis", "No change", 67,
842L, "Dialysis, waitlist", "Death", 56,
843L, "Dialysis, waitlist", "No change", 85,
844L, "Dialysis, waitlist", "Tx", 30,
844L, "Tx", "No change", 37,
845L, "Dialysis", "Death", 80,
846L, "Dialysis", "No change", 67,
847L, "Dialysis", "No change", 67,
848L, "Dialysis", "Death", 95,
849L, "Dialysis", "Death", 20,
850L, "Dialysis", "Death", 41,
851L, "Dialysis, waitlist", "Tx", 7,
851L, "Tx", "No change", 62,
852L, "Dialysis, waitlist", "Tx", 14,
852L, "Tx", "No change", 67,
853L, "Dialysis, waitlist", "Tx", 18,
853L, "Tx", "No change", 65,
854L, "Cancer", "No change", 14,
855L, "Dialysis, waitlist", "No change", 67,
856L, "Dialysis", "Death", 35,
857L, "Dialysis", "Death", 30,
858L, "Dialysis, waitlist", "Tx", 21,
858L, "Tx", "No change", 47,
859L, "Dialysis, waitlist", "Cancer", 34,
859L, "Cancer", "No change", 34,
860L, "Tx", "No change", 67,
861L, "Dialysis", "Death", 75,
862L, "Dialysis", "No change", 71,
863L, "Dialysis", "No change", 77,
864L, "Dialysis", "Death", 52,
865L, "Dialysis, waitlist", "Tx", 35,
865L, "Tx", "No change", 32,
866L, "Dialysis, waitlist", "Cancer", 52,
866L, "Cancer", "Death", 10,
867L, "Dialysis, waitlist", "Tx", 33,
867L, "Tx", "No change", 34,
868L, "Dialysis", "No change", 86,
869L, "Dialysis", "No change", 84,
870L, "Dialysis, waitlist", "Tx", 55,
870L, "Tx", "No change", 31,
871L, "Dialysis", "Death", 181,
872L, "Dialysis", "Death", 53,
873L, "Dialysis", "Death", 19,
874L, "Dialysis", "Death", 32,
875L, "Dialysis", "Death", 37,
876L, "Tx", "No change", 68,
877L, "Dialysis, waitlist", "Tx", 23,
877L, "Tx", "No change", 68,
878L, "Dialysis", "No change", 70,
879L, "Dialysis", "Cancer", 3,
879L, "Cancer", "Death", 0,
880L, "Dialysis, waitlist", "Tx", 25,
880L, "Tx", "No change", 45,
881L, "Dialysis", "Death", 77,
882L, "Dialysis", "Death", 32,
883L, "Dialysis", "No change", 72,
884L, "Dialysis", "No change", 92,
885L, "Dialysis", "Death", 42,
886L, "Dialysis", "Death", 50,
887L, "Dialysis", "No change", 88,
888L, "Dialysis", "Death", 52,
889L, "Dialysis", "Death", 44,
890L, "Dialysis", "Death", 34,
891L, "Dialysis", "No change", 70,
892L, "Dialysis", "Death", 53,
893L, "Dialysis", "No change", 68,
894L, "Dialysis", "Death", 7,
895L, "Tx", "Cancer", 44,
895L, "Cancer", "No change", 23,
896L, "Dialysis", "Death", 8,
897L, "Dialysis", "Death", 18,
898L, "Dialysis, waitlist", "Tx", 19,
898L, "Tx", "No change", 49,
899L, "Dialysis", "No change", 138,
900L, "Dialysis", "No change", 69,
901L, "Dialysis, waitlist", "No change", 73,
902L, "Dialysis", "No change", 72,
903L, "Dialysis", "Death", 10,
904L, "Dialysis, waitlist", "Death", 57,
905L, "Dialysis", "Cancer", 11,
905L, "Cancer", "Death", 9,
906L, "Cancer", "No change", 30,
907L, "Dialysis", "Death", 44,
908L, "Cancer", "No change", 78,
909L, "Dialysis", "Death", 60,
910L, "Dialysis, waitlist", "Tx", 50,
910L, "Tx", "No change", 27,
911L, "Dialysis, waitlist", "Tx", 20,
911L, "Tx", "No change", 58,
912L, "Dialysis, waitlist", "No change", 68,
913L, "Dialysis", "No change", 68,
914L, "Dialysis", "No change", 68,
915L, "Dialysis", "No change", 79,
916L, "Dialysis", "No change", 68,
917L, "Dialysis, waitlist", "Tx", 30,
917L, "Tx", "No change", 46,
918L, "Dialysis, waitlist", "Tx", 63,
918L, "Tx", "No change", 5,
919L, "Dialysis, waitlist", "Tx", 35,
919L, "Tx", "No change", 42,
920L, "Dialysis", "Death", 28,
921L, "Dialysis", "Tx", 18,
921L, "Tx", "No change", 73,
922L, "Dialysis", "Death", 44,
923L, "Dialysis, waitlist", "Tx", 30,
923L, "Tx", "Death", 23,
924L, "Dialysis, waitlist", "No change", 114,
925L, "Dialysis, waitlist", "Tx", 12,
925L, "Tx", "Death", 2,
926L, "Dialysis, waitlist", "No change", 68,
927L, "Dialysis", "Death", 50,
928L, "Dialysis", "No change", 68,
929L, "Dialysis", "Death", 25,
930L, "Cancer", "No change", 402,
931L, "Dialysis", "Death", 17,
932L, "Dialysis", "Death", 22,
933L, "Dialysis, waitlist", "Tx", 36,
933L, "Tx", "No change", 32,
934L, "Dialysis, waitlist", "Tx", 4,
934L, "Tx", "No change", 64,
935L, "Dialysis, waitlist", "Tx", 30,
935L, "Tx", "No change", 38,
936L, "Dialysis", "No change", 68,
937L, "Dialysis, waitlist", "Tx", 23,
937L, "Tx", "No change", 49,
938L, "Dialysis, waitlist", "Tx", 24,
938L, "Tx", "No change", 52,
939L, "Dialysis, waitlist", "Tx", 30,
939L, "Tx", "No change", 48,
940L, "Dialysis", "No change", 68,
941L, "Dialysis, waitlist", "Tx", 11,
941L, "Tx", "No change", 58,
942L, "Dialysis, waitlist", "Tx", 2,
942L, "Tx", "No change", 67,
943L, "Dialysis, waitlist", "Tx", 25,
943L, "Tx", "No change", 54,
944L, "Dialysis", "Cancer", 38,
944L, "Cancer", "Death", 2,
945L, "Dialysis, waitlist", "Tx", 27,
945L, "Tx", "No change", 43,
946L, "Dialysis", "No change", 70,
947L, "Dialysis, waitlist", "Tx", 17,
947L, "Tx", "No change", 54,
948L, "Dialysis", "No change", 68,
949L, "Dialysis", "Cancer", 36,
949L, "Cancer", "No change", 32,
950L, "Dialysis", "No change", 69,
951L, "Dialysis", "Death", 62,
952L, "Dialysis", "No change", 69,
953L, "Dialysis", "No change", 71,
954L, "Dialysis", "No change", 69,
955L, "Dialysis, waitlist", "Death", 20,
956L, "Dialysis", "Tx", 21,
956L, "Tx", "No change", 49,
957L, "Dialysis, waitlist", "No change", 69,
958L, "Dialysis", "No change", 68,
959L, "Dialysis", "No change", 69,
960L, "Dialysis", "No change", 69,
961L, "Dialysis, waitlist", "Tx", 23,
961L, "Tx", "No change", 46,
962L, "Dialysis", "No change", 69,
963L, "Dialysis", "Death", 3,
964L, "Dialysis", "Death", 99,
965L, "Dialysis, waitlist", "No change", 68,
966L, "Dialysis", "Death", 49,
967L, "Dialysis, waitlist", "Tx", 21,
967L, "Tx", "No change", 47,
968L, "Dialysis", "No change", 68,
969L, "Dialysis, waitlist", "Tx", 5,
969L, "Tx", "No change", 64,
970L, "Dialysis, waitlist", "Tx", 65,
970L, "Tx", "No change", 3,
971L, "Dialysis", "No change", 70,
972L, "Dialysis", "No change", 70,
973L, "Dialysis", "No change", 70,
974L, "Dialysis, waitlist", "Death", 68,
975L, "Dialysis", "Death", 122,
976L, "Dialysis", "Death", 44,
977L, "Dialysis, waitlist", "Tx", 7,
977L, "Tx", "No change", 61,
978L, "Dialysis", "Death", 83,
979L, "Dialysis, waitlist", "Tx", 60,
979L, "Tx", "No change", 66,
980L, "Dialysis", "No change", 69,
981L, "Dialysis, waitlist", "No change", 26,
982L, "Dialysis, waitlist", "Tx", 19,
982L, "Tx", "No change", 57,
983L, "Dialysis", "Tx", 8,
983L, "Tx", "No change", 61,
984L, "Dialysis", "Death", 66,
985L, "Dialysis", "Death", 29,
986L, "Dialysis", "No change", 75,
987L, "Dialysis", "No change", 107,
988L, "Dialysis", "Death", 26,
989L, "Dialysis", "Tx", 27,
989L, "Tx", "No change", 42,
990L, "Dialysis", "Death", 63,
991L, "Dialysis, waitlist", "Tx", 57,
991L, "Tx", "No change", 15,
992L, "Dialysis", "Death", 56,
993L, "Dialysis", "No change", 70,
994L, "Dialysis", "Death", 38,
995L, "Dialysis", "No change", 73,
996L, "Dialysis", "Death", 38,
997L, "Dialysis", "Death", 38,
998L, "Dialysis, waitlist", "Tx", 29,
998L, "Tx", "No change", 42,
999L, "Dialysis", "No change", 70,
1000L, "Dialysis", "Tx", 29,
1000L, "Tx", "No change", 40,
1001L, "Dialysis, waitlist", "Death", 20,
1002L, "Tx", "No change", 69,
1003L, "Dialysis, waitlist", "Tx", 68,
1003L, "Tx", "No change", 3,
1004L, "Dialysis, waitlist", "No change", 70,
1005L, "Dialysis, waitlist", "Tx", 27,
1005L, "Tx", "No change", 44,
1006L, "Dialysis", "Death", 12,
1007L, "Tx", "No change", 68,
1008L, "Dialysis", "Death", 24,
1009L, "Tx", "No change", 69,
1010L, "Dialysis", "Death", 37,
1011L, "Dialysis, waitlist", "Tx", 30,
1011L, "Tx", "No change", 39,
1012L, "Dialysis, waitlist", "Tx", 5,
1012L, "Tx", "No change", 63,
1013L, "Dialysis", "Death", 39,
1014L, "Dialysis, waitlist", "Tx", 42,
1014L, "Tx", "No change", 40,
1015L, "Cancer", "No change", 173,
1016L, "Dialysis", "No change", 69,
1017L, "Dialysis", "Death", 20,
1018L, "Dialysis", "Tx", 21,
1018L, "Tx", "No change", 56,
1019L, "Dialysis", "Death", 51,
1020L, "Dialysis", "Death", 56,
1021L, "Dialysis", "No change", 69,
1022L, "Dialysis", "Tx", 16,
1022L, "Tx", "No change", 58,
1023L, "Dialysis, waitlist", "Tx", 23,
1023L, "Tx", "No change", 46,
1024L, "Dialysis, waitlist", "Tx", 22,
1024L, "Tx", "No change", 50,
1025L, "Dialysis", "No change", 71,
1026L, "Dialysis", "Death", 20,
1027L, "Dialysis, waitlist", "No change", 72,
1028L, "Dialysis, waitlist", "No change", 73,
1029L, "Dialysis", "No change", 68,
1030L, "Dialysis, waitlist", "No change", 42,
1031L, "Dialysis, waitlist", "Tx", 37,
1031L, "Tx", "No change", 32,
1032L, "Tx", "No change", 68,
1033L, "Dialysis", "Death", 2,
1034L, "Dialysis", "No change", 68,
1035L, "Dialysis", "Death", 3,
1036L, "Dialysis", "Death", 31,
1037L, "Tx", "Death", 53,
1038L, "Dialysis", "Death", 5,
1039L, "Dialysis", "No change", 70,
1040L, "Dialysis, waitlist", "Tx", 12,
1040L, "Tx", "Death", 12,
1041L, "Dialysis", "Death", 45,
1042L, "Dialysis, waitlist", "Tx", 11,
1042L, "Tx", "No change", 57,
1043L, "Dialysis, waitlist", "Tx", 14,
1043L, "Tx", "No change", 54,
1044L, "Dialysis", "No change", 69,
1045L, "Dialysis", "Death", 63,
1046L, "Dialysis, waitlist", "Tx", 28,
1046L, "Tx", "Death", 39,
1047L, "Dialysis, waitlist", "No change", 77,
1048L, "Dialysis", "No change", 97,
1049L, "Dialysis", "Death", 3,
1050L, "Dialysis, waitlist", "Tx", 12,
1050L, "Tx", "No change", 61,
1051L, "Dialysis", "Death", 28,
1052L, "Dialysis, waitlist", "Tx", 43,
1052L, "Tx", "No change", 39,
1053L, "Dialysis", "Cancer", 14,
1053L, "Cancer", "Death", 10,
1054L, "Dialysis", "Death", 50,
1055L, "Dialysis, waitlist", "No change", 75,
1056L, "Dialysis", "Death", 25,
1057L, "Dialysis", "No change", 79,
1058L, "Dialysis, waitlist", "Tx", 62,
1058L, "Tx", "No change", 17,
1059L, "Dialysis", "No change", 97,
1060L, "Dialysis", "No change", 69,
1061L, "Dialysis", "Death", 40,
1062L, "Dialysis", "Death", 40,
1063L, "Dialysis, waitlist", "Death", 67,
1064L, "Dialysis", "No change", 71,
1065L, "Dialysis", "Death", 7,
1066L, "Dialysis", "No change", 73,
1067L, "Dialysis, waitlist", "No change", 71,
1068L, "Dialysis", "No change", 69,
1069L, "Dialysis, waitlist", "Tx", 8,
1069L, "Tx", "No change", 61,
1070L, "Dialysis", "No change", 69,
1071L, "Dialysis, waitlist", "Death", 32,
1072L, "Dialysis", "Death", 51,
1073L, "Dialysis", "No change", 72,
1074L, "Dialysis, waitlist", "Death", 60,
1075L, "Dialysis", "Death", 52,
1076L, "Dialysis, waitlist", "Death", 66,
1077L, "Dialysis", "Death", 39,
1078L, "Dialysis", "Death", 18,
1079L, "Dialysis", "Death", 4,
1080L, "Dialysis", "No change", 70,
1081L, "Dialysis, waitlist", "Tx", 18,
1081L, "Tx", "No change", 61,
1082L, "Dialysis", "Death", 78,
1083L, "Dialysis", "Death", 14,
1084L, "Dialysis", "Death", 53,
1085L, "Dialysis", "Cancer", 28,
1085L, "Cancer", "No change", 41,
1086L, "Dialysis", "Death", 1,
1087L, "Dialysis", "Death", 32,
1088L, "Dialysis", "Cancer", 5,
1088L, "Cancer", "No change", 66,
1089L, "Dialysis, waitlist", "Tx", 40,
1089L, "Tx", "No change", 29,
1090L, "Dialysis", "No change", 69,
1091L, "Dialysis, waitlist", "Cancer", 51,
1091L, "Cancer", "Death", 2,
1092L, "Dialysis, waitlist", "Tx", 8,
1092L, "Tx", "No change", 64,
1093L, "Dialysis", "Tx", 3,
1093L, "Tx", "No change", 66,
1094L, "Dialysis, waitlist", "No change", 70,
1095L, "Dialysis, waitlist", "Tx", 35,
1095L, "Tx", "No change", 46,
1096L, "Dialysis", "No change", 69,
1097L, "Dialysis", "Death", 33,
1098L, "Dialysis", "Cancer", 26,
1098L, "Cancer", "Death", 5,
1099L, "Cancer", "No change", 11,
1100L, "Dialysis", "No change", 69,
1101L, "Dialysis", "No change", 70,
1102L, "Dialysis", "Death", 11,
1103L, "Dialysis", "No change", 70,
1104L, "Dialysis", "Tx", 10,
1104L, "Tx", "No change", 60,
1105L, "Dialysis", "No change", 70,
1106L, "Dialysis", "Death", 22,
1107L, "Dialysis, waitlist", "Tx", 37,
1107L, "Tx", "No change", 43,
1108L, "Dialysis, waitlist", "No change", 70,
1109L, "Dialysis, waitlist", "Tx", 13,
1109L, "Tx", "No change", 56,
1110L, "Dialysis", "No change", 69,
1111L, "Dialysis", "Death", 37,
1112L, "Dialysis, waitlist", "Tx", 24,
1112L, "Tx", "No change", 47,
1113L, "Dialysis", "Death", 29,
1114L, "Dialysis", "Death", 58,
1115L, "Dialysis", "Death", 8,
1116L, "Dialysis", "Death", 26,
1117L, "Dialysis", "No change", 108,
1118L, "Dialysis", "No change", 69,
1119L, "Dialysis", "No change", 70,
1120L, "Dialysis, waitlist", "Tx", 27,
1120L, "Tx", "No change", 48,
1121L, "Dialysis", "Death", 7,
1122L, "Dialysis", "Death", 8,
1123L, "Dialysis, waitlist", "Tx", 25,
1123L, "Tx", "No change", 47,
1124L, "Dialysis", "No change", 70,
1125L, "Dialysis", "Death", 5,
1126L, "Dialysis, waitlist", "Tx", 22,
1126L, "Tx", "No change", 50,
1127L, "Dialysis", "No change", 88,
1128L, "Dialysis", "Death", 66,
1129L, "Dialysis", "No change", 85,
1130L, "Dialysis", "Death", 79,
1131L, "Cancer", "No change", 8,
1132L, "Dialysis, waitlist", "Tx", 25,
1132L, "Tx", "No change", 43,
1133L, "Dialysis", "No change", 69,
1134L, "Dialysis, waitlist", "Tx", 9,
1134L, "Tx", "No change", 60,
1135L, "Dialysis", "No change", 69,
1136L, "Dialysis", "No change", 70,
1137L, "Dialysis", "No change", 73,
1138L, "Dialysis", "No change", 69,
1139L, "Dialysis, waitlist", "Tx", 28,
1139L, "Tx", "No change", 69,
1140L, "Dialysis", "Tx", 23,
1140L, "Tx", "No change", 46,
1141L, "Dialysis", "Death", 11,
1142L, "Dialysis, waitlist", "Death", 72,
1143L, "Dialysis", "Cancer", 48,
1143L, "Cancer", "Death", 7,
1144L, "Dialysis", "Death", 7,
1145L, "Dialysis", "Death", 27,
1146L, "Dialysis", "Death", 28,
1147L, "Dialysis", "No change", 70,
1148L, "Dialysis, waitlist", "No change", 69,
1149L, "Dialysis", "Cancer", 0,
1149L, "Cancer", "No change", 69,
1150L, "Dialysis, waitlist", "Tx", 15,
1150L, "Tx", "No change", 64,
1151L, "Dialysis, waitlist", "Cancer", 67,
1151L, "Cancer", "No change", 2,
1152L, "Dialysis", "Death", 21,
1153L, "Dialysis", "No change", 3,
1154L, "Dialysis", "Death", 20,
1155L, "Dialysis, waitlist", "Tx", 7,
1155L, "Tx", "No change", 63,
1156L, "Dialysis", "No change", 72,
1157L, "Dialysis, waitlist", "Tx", 58,
1157L, "Tx", "No change", 11,
1158L, "Dialysis", "No change", 70,
1159L, "Dialysis", "Death", 9,
1160L, "Dialysis", "Cancer", 6,
1160L, "Cancer", "Death", 55,
1161L, "Dialysis", "Death", 37,
1162L, "Dialysis", "No change", 71,
1163L, "Dialysis", "Death", 12,
1164L, "Dialysis", "No change", 70,
1165L, "Dialysis", "No change", 70,
1166L, "Dialysis", "Death", 56,
1167L, "Dialysis", "Death", 35,
1168L, "Dialysis", "No change", 73,
1169L, "Dialysis", "Death", 23,
1170L, "Dialysis", "No change", 71,
1171L, "Dialysis, waitlist", "Tx", 23,
1171L, "Tx", "Cancer", 11,
1171L, "Cancer", "No change", 35,
1172L, "Dialysis, waitlist", "Tx", 33,
1172L, "Tx", "No change", 36,
1173L, "Dialysis, waitlist", "Tx", 21,
1173L, "Tx", "No change", 50,
1174L, "Tx", "No change", 69,
1175L, "Dialysis, waitlist", "Tx", 15,
1175L, "Tx", "No change", 61,
1176L, "Dialysis", "No change", 70,
1177L, "Dialysis, waitlist", "Tx", 15,
1177L, "Tx", "Death", 38,
1178L, "Dialysis, waitlist", "Tx", 21,
1178L, "Tx", "No change", 51,
1179L, "Tx", "No change", 68,
1180L, "Dialysis, waitlist", "Tx", 24,
1180L, "Tx", "No change", 50,
1181L, "Tx", "No change", 68,
1182L, "Dialysis", "No change", 70,
1183L, "Dialysis", "Death", 48,
1184L, "Dialysis, waitlist", "Tx", 12,
1184L, "Tx", "No change", 56,
1185L, "Dialysis, waitlist", "Tx", 36,
1185L, "Tx", "No change", 33,
1186L, "Dialysis, waitlist", "Tx", 54,
1186L, "Tx", "No change", 15,
1187L, "Dialysis", "Death", 28,
1188L, "Dialysis", "No change", 69,
1189L, "Dialysis, waitlist", "No change", 70,
1190L, "Dialysis", "Death", 25,
1191L, "Dialysis", "Death", 20,
1192L, "Dialysis", "Death", 30,
1193L, "Dialysis, waitlist", "Tx", 69,
1193L, "Tx", "No change", 1,
1194L, "Dialysis, waitlist", "Death", 33,
1195L, "Dialysis, waitlist", "Tx", 40,
1195L, "Tx", "No change", 29,
1196L, "Dialysis", "Death", 4,
1197L, "Dialysis", "Death", 2,
1198L, "Dialysis", "Death", 16,
1199L, "Dialysis", "Death", 12,
1200L, "Dialysis", "Death", 29,
1201L, "Dialysis", "Death", 20,
1202L, "Dialysis", "No change", 70,
1203L, "Dialysis", "Tx", 8,
1203L, "Tx", "No change", 61,
1204L, "Dialysis", "Death", 19,
1205L, "Dialysis", "Death", 38,
1206L, "Dialysis", "No change", 70,
1207L, "Dialysis", "No change", 69,
1208L, "Dialysis, waitlist", "Cancer", 21,
1208L, "Cancer", "No change", 48,
1209L, "Dialysis", "Cancer", 0,
1209L, "Cancer", "Death", 16,
1210L, "Cancer", "No change", 154,
1211L, "Dialysis", "Tx", 4,
1211L, "Tx", "No change", 69,
1212L, "Dialysis", "Tx", 4,
1212L, "Tx", "No change", 69,
1213L, "Dialysis", "Tx", 2,
1213L, "Tx", "No change", 69,
1214L, "Dialysis, waitlist", "Tx", 67,
1214L, "Tx", "No change", 5,
1215L, "Dialysis", "Death", 1,
1216L, "Dialysis", "Death", 38,
1217L, "Dialysis", "Cancer", 39,
1217L, "Cancer", "No change", 32,
1218L, "Dialysis", "Death", 56,
1219L, "Dialysis, waitlist", "Tx", 39,
1219L, "Tx", "No change", 32,
1220L, "Dialysis, waitlist", "No change", 71,
1221L, "Dialysis", "Cancer", 41,
1221L, "Cancer", "Death", 1,
1222L, "Dialysis, waitlist", "Tx", 36,
1222L, "Tx", "No change", 36,
1223L, "Dialysis", "No change", 72,
1224L, "Cancer", "No change", 71,
1225L, "Dialysis", "No change", 70,
1226L, "Dialysis", "Death", 38,
1227L, "Dialysis, waitlist", "Tx", 8,
1227L, "Tx", "No change", 65,
1228L, "Tx", "No change", 70,
1229L, "Dialysis", "Death", 38,
1230L, "Dialysis, waitlist", "Tx", 33,
1230L, "Tx", "Death", 42,
1231L, "Tx", "Death", 1,
1232L, "Cancer", "No change", 73,
1233L, "Cancer", "No change", 141,
1234L, "Dialysis", "No change", 70,
1235L, "Dialysis, waitlist", "No change", 69,
1236L, "Dialysis", "Death", 41,
1237L, "Dialysis", "Cancer", 45,
1237L, "Cancer", "No change", 24,
1238L, "Dialysis, waitlist", "Tx", 13,
1238L, "Tx", "No change", 56,
1239L, "Dialysis", "No change", 70,
1240L, "Dialysis", "Tx", 7,
1240L, "Tx", "No change", 64,
1241L, "Dialysis, waitlist", "Cancer", 8,
1241L, "Cancer", "No change", 73,
1242L, "Dialysis", "No change", 70,
1243L, "Dialysis, waitlist", "No change", 70,
1244L, "Dialysis, waitlist", "Tx", 32,
1244L, "Tx", "No change", 38,
1245L, "Dialysis, waitlist", "No change", 70,
1246L, "Dialysis", "Death", 54,
1247L, "Dialysis", "Death", 67,
1248L, "Dialysis", "No change", 70,
1249L, "Dialysis", "Death", 65,
1250L, "Dialysis", "Death", 58,
1251L, "Dialysis", "No change", 79,
1252L, "Tx", "No change", 70,
1253L, "Dialysis, waitlist", "Tx", 9,
1253L, "Tx", "No change", 60,
1254L, "Dialysis, waitlist", "Tx", 24,
1254L, "Tx", "No change", 51,
1255L, "Dialysis", "Death", 12,
1256L, "Dialysis", "No change", 70,
1257L, "Dialysis", "Death", 5,
1258L, "Dialysis", "Death", 7,
1259L, "Dialysis", "No change", 69,
1260L, "Dialysis", "Death", 7,
1261L, "Dialysis", "Death", 19,
1262L, "Dialysis, waitlist", "Tx", 20,
1262L, "Tx", "No change", 60,
1263L, "Dialysis", "Death", 20,
1264L, "Dialysis, waitlist", "No change", 70,
1265L, "Dialysis", "Cancer", 7,
1265L, "Cancer", "No change", 63,
1266L, "Dialysis", "No change", 84,
1267L, "Dialysis, waitlist", "Tx", 17,
1267L, "Tx", "No change", 70,
1268L, "Dialysis", "No change", 70,
1269L, "Dialysis", "Death", 27,
1270L, "Dialysis, waitlist", "Tx", 32,
1270L, "Tx", "No change", 49,
1271L, "Dialysis", "Cancer", 15,
1271L, "Cancer", "No change", 55,
1272L, "Dialysis, waitlist", "Tx", 92,
1272L, "Tx", "No change", 6,
1273L, "Dialysis", "Death", 23,
1274L, "Tx", "Death", 5,
1275L, "Cancer", "No change", 234,
1276L, "Dialysis", "No change", 72,
1277L, "Dialysis", "Death", 65,
1278L, "Dialysis", "No change", 77,
1279L, "Dialysis, waitlist", "Cancer", 35,
1279L, "Cancer", "Death", 23,
1280L, "Dialysis", "Tx", 5,
1280L, "Tx", "Cancer", 23,
1280L, "Cancer", "No change", 42,
1281L, "Dialysis", "No change", 72,
1282L, "Dialysis", "No change", 72,
1283L, "Dialysis, waitlist", "Tx", 38,
1283L, "Tx", "No change", 47,
1284L, "Dialysis, waitlist", "Tx", 2,
1284L, "Tx", "No change", 68,
1285L, "Dialysis", "Death", 127,
1286L, "Dialysis", "Death", 80,
1287L, "Dialysis", "No change", 95,
1288L, "Dialysis, waitlist", "Tx", 13,
1288L, "Tx", "No change", 57,
1289L, "Dialysis", "Death", 69,
1290L, "Dialysis, waitlist", "Tx", 67,
1290L, "Tx", "No change", 3,
1291L, "Dialysis", "No change", 70,
1292L, "Tx", "No change", 70,
1293L, "Dialysis, waitlist", "Death", 50,
1294L, "Dialysis", "Death", 22,
1295L, "Dialysis", "Death", 60,
1296L, "Dialysis", "Death", 42,
1297L, "Dialysis", "No change", 5,
1298L, "Dialysis", "Cancer", 26,
1298L, "Cancer", "No change", 44,
1299L, "Dialysis", "Death", 2,
1300L, "Dialysis", "No change", 75,
1301L, "Dialysis, waitlist", "Tx", 27,
1301L, "Tx", "No change", 48,
1302L, "Dialysis", "Death", 1,
1303L, "Dialysis", "No change", 74,
1304L, "Dialysis, waitlist", "Tx", 18,
1304L, "Tx", "No change", 57,
1305L, "Dialysis", "Cancer", 31,
1305L, "Cancer", "No change", 46,
1306L, "Dialysis", "Death", 30,
1307L, "Dialysis", "No change", 76,
1308L, "Dialysis", "Death", 70,
1309L, "Dialysis", "No change", 73,
1310L, "Dialysis", "Death", 46,
1311L, "Dialysis", "Death", 17,
1312L, "Dialysis", "No change", 73,
1313L, "Dialysis", "No change", 73,
1314L, "Dialysis, waitlist", "Tx", 23,
1314L, "Tx", "No change", 53,
1315L, "Dialysis", "Cancer", 10,
1315L, "Cancer", "No change", 69,
1316L, "Dialysis", "Death", 25,
1317L, "Dialysis", "Cancer", 14,
1317L, "Cancer", "No change", 64,
1318L, "Dialysis", "Tx", 20,
1318L, "Tx", "No change", 56,
1319L, "Dialysis, waitlist", "Tx", 46,
1319L, "Tx", "No change", 28,
1320L, "Dialysis", "Death", 33,
1321L, "Dialysis, waitlist", "No change", 75,
1322L, "Dialysis, waitlist", "Tx", 27,
1322L, "Tx", "No change", 52,
1323L, "Dialysis", "Death", 49,
1324L, "Cancer", "No change", 100,
1325L, "Dialysis", "Death", 9,
1326L, "Dialysis, waitlist", "Cancer", 7,
1326L, "Cancer", "No change", 75,
1327L, "Dialysis, waitlist", "Tx", 25,
1327L, "Tx", "No change", 48,
1328L, "Dialysis, waitlist", "Tx", 8,
1328L, "Tx", "No change", 65,
1329L, "Dialysis", "Tx", 3,
1329L, "Tx", "No change", 71,
1330L, "Dialysis, waitlist", "Tx", 11,
1330L, "Tx", "No change", 73,
1331L, "Dialysis, waitlist", "Tx", 15,
1331L, "Tx", "No change", 73,
1332L, "Dialysis", "Death", 33,
1333L, "Cancer", "No change", 286,
1334L, "Cancer", "No change", 51,
1335L, "Dialysis", "Cancer", 9,
1335L, "Cancer", "Death", 7,
1336L, "Dialysis, waitlist", "Tx", 23,
1336L, "Tx", "Death", 40,
1337L, "Tx", "No change", 74,
1338L, "Dialysis", "Tx", 19,
1338L, "Tx", "No change", 74,
1339L, "Dialysis, waitlist", "Cancer", 33,
1339L, "Cancer", "No change", 43,
1340L, "Dialysis", "Death", 26,
1341L, "Dialysis, waitlist", "Tx", 49,
1341L, "Tx", "Death", 24,
1342L, "Dialysis", "No change", 82,
1343L, "Dialysis", "Death", 60,
1344L, "Dialysis, waitlist", "Death", 12,
1345L, "Dialysis, waitlist", "Tx", 1,
1345L, "Tx", "No change", 74,
1346L, "Dialysis", "No change", 3,
1347L, "Dialysis, waitlist", "Tx", 39,
1347L, "Tx", "No change", 39,
1348L, "Dialysis", "Death", 66,
1349L, "Dialysis", "Death", 46,
1350L, "Dialysis", "No change", 75,
1351L, "Dialysis", "Death", 67,
1352L, "Dialysis", "No change", 82,
1353L, "Dialysis", "Death", 2,
1354L, "Dialysis", "No change", 79,
1355L, "Dialysis", "No change", 78,
1356L, "Dialysis", "Death", 21,
1357L, "Dialysis", "Death", 60,
1358L, "Tx", "No change", 73,
1359L, "Dialysis, waitlist", "Tx", 8,
1359L, "Tx", "No change", 68,
1360L, "Dialysis, waitlist", "Death", 67,
1361L, "Dialysis", "Death", 41,
1362L, "Dialysis", "Death", 4,
1363L, "Dialysis, waitlist", "Tx", 30,
1363L, "Tx", "No change", 55,
1364L, "Cancer", "No change", 69,
1365L, "Dialysis, waitlist", "Tx", 48,
1365L, "Tx", "No change", 48,
1366L, "Dialysis", "No change", 75,
1367L, "Dialysis", "No change", 81,
1368L, "Dialysis, waitlist", "Tx", 7,
1368L, "Tx", "No change", 68,
1369L, "Dialysis", "Cancer", 62,
1369L, "Cancer", "Death", 1,
1370L, "Dialysis", "No change", 77,
1371L, "Dialysis", "Death", 45,
1372L, "Dialysis, waitlist", "Tx", 35,
1372L, "Tx", "No change", 37,
1373L, "Dialysis", "Death", 87,
1374L, "Dialysis", "Death", 58,
1375L, "Dialysis, waitlist", "Tx", 58,
1375L, "Tx", "No change", 20,
1376L, "Dialysis", "Death", 66,
1377L, "Dialysis, waitlist", "No change", 71,
1378L, "Dialysis, waitlist", "Tx", 54,
1378L, "Tx", "No change", 17,
1379L, "Dialysis", "Death", 18,
1380L, "Dialysis, waitlist", "Tx", 27,
1380L, "Tx", "No change", 58,
1381L, "Dialysis", "Death", 3,
1382L, "Dialysis", "Death", 63,
1383L, "Dialysis", "Death", 47,
1384L, "Dialysis", "Death", 55,
1385L, "Dialysis", "Tx", 10,
1385L, "Tx", "No change", 64,
1386L, "Dialysis", "Death", 66,
1387L, "Dialysis, waitlist", "Cancer", 28,
1387L, "Cancer", "Death", 2,
1388L, "Dialysis, waitlist", "Tx", 16,
1388L, "Tx", "No change", 62,
1389L, "Dialysis, waitlist", "Tx", 16,
1389L, "Tx", "No change", 59,
1390L, "Dialysis, waitlist", "Tx", 16,
1390L, "Tx", "No change", 68,
1391L, "Dialysis", "No change", 74,
1392L, "Dialysis, waitlist", "Tx", 17,
1392L, "Tx", "No change", 59,
1393L, "Dialysis, waitlist", "Tx", 23,
1393L, "Tx", "No change", 57,
1394L, "Dialysis", "Cancer", 0,
1394L, "Cancer", "Death", 62,
1395L, "Dialysis, waitlist", "Tx", 36,
1395L, "Tx", "No change", 34,
1396L, "Dialysis", "No change", 70,
1397L, "Dialysis, waitlist", "Tx", 43,
1397L, "Tx", "No change", 44,
1398L, "Dialysis", "Death", 18,
1399L, "Dialysis", "Death", 46,
1400L, "Dialysis", "Death", 58,
1401L, "Dialysis", "Death", 8,
1402L, "Dialysis", "Death", 52,
1403L, "Dialysis", "No change", 73,
1404L, "Dialysis", "No change", 70,
1405L, "Dialysis", "No change", 70,
1406L, "Dialysis", "No change", 70,
1407L, "Tx", "No change", 70,
1408L, "Dialysis", "Tx", 7,
1408L, "Tx", "No change", 65,
1409L, "Dialysis", "Death", 46,
1410L, "Dialysis, waitlist", "Tx", 15,
1410L, "Tx", "No change", 70,
1411L, "Dialysis, waitlist", "Tx", 9,
1411L, "Tx", "No change", 61,
1412L, "Dialysis, waitlist", "Death", 11,
1413L, "Dialysis, waitlist", "Tx", 15,
1413L, "Tx", "No change", 55,
1414L, "Dialysis", "No change", 70,
1415L, "Dialysis", "No change", 80,
1416L, "Dialysis, waitlist", "Tx", 19,
1416L, "Tx", "No change", 70,
1417L, "Dialysis", "Death", 33,
1418L, "Dialysis", "Death", 35,
1419L, "Dialysis, waitlist", "Tx", 19,
1419L, "Tx", "No change", 51,
1420L, "Dialysis, waitlist", "Tx", 60,
1420L, "Tx", "No change", 11,
1421L, "Dialysis, waitlist", "No change", 72,
1422L, "Dialysis, waitlist", "Tx", 16,
1422L, "Tx", "No change", 56,
1423L, "Dialysis, waitlist", "Death", 48,
1424L, "Dialysis", "No change", 99,
1425L, "Tx", "No change", 70,
1426L, "Dialysis", "No change", 71,
1427L, "Dialysis", "Cancer", 3,
1427L, "Cancer", "No change", 68,
1428L, "Dialysis, waitlist", "Tx", 23,
1428L, "Tx", "No change", 57,
1429L, "Cancer", "No change", 183,
1430L, "Dialysis", "No change", 74,
1431L, "Dialysis", "Cancer", 30,
1431L, "Cancer", "Death", 3,
1432L, "Dialysis", "Cancer", 40,
1432L, "Cancer", "Death", 21,
1433L, "Dialysis", "No change", 72,
1434L, "Tx", "No change", 70,
1435L, "Dialysis, waitlist", "Tx", 12,
1435L, "Tx", "No change", 59,
1436L, "Dialysis", "No change", 72,
1437L, "Dialysis", "Death", 3,
1438L, "Dialysis", "No change", 72,
1439L, "Dialysis, waitlist", "Tx", 16,
1439L, "Tx", "No change", 56,
1440L, "Dialysis", "Death", 29,
1441L, "Dialysis, waitlist", "Tx", 18,
1441L, "Tx", "No change", 55,
1442L, "Dialysis", "No change", 73,
1443L, "Dialysis", "No change", 73,
1444L, "Dialysis, waitlist", "Tx", 16,
1444L, "Tx", "No change", 12,
1445L, "Dialysis, waitlist", "Tx", 42,
1445L, "Tx", "No change", 31,
1446L, "Dialysis, waitlist", "Tx", 8,
1446L, "Tx", "No change", 64,
1447L, "Dialysis", "Death", 3,
1448L, "Tx", "No change", 70,
1449L, "Dialysis", "No change", 73,
1450L, "Dialysis", "Death", 19,
1451L, "Dialysis, waitlist", "Tx", 50,
1451L, "Tx", "No change", 32,
1452L, "Dialysis, waitlist", "Death", 56,
1453L, "Dialysis", "Cancer", 27,
1453L, "Cancer", "No change", 43,
1454L, "Dialysis, waitlist", "Tx", 4,
1454L, "Tx", "No change", 67,
1455L, "Dialysis, waitlist", "No change", 72,
1456L, "Dialysis, waitlist", "No change", 71,
1457L, "Dialysis, waitlist", "Tx", 53,
1457L, "Tx", "No change", 20,
1458L, "Dialysis", "Cancer", 27,
1458L, "Cancer", "No change", 67,
1459L, "Dialysis", "Death", 14,
1460L, "Dialysis", "Death", 19,
1461L, "Dialysis", "Death", 61,
1462L, "Dialysis", "No change", 72,
1463L, "Dialysis", "Death", 56,
1464L, "Dialysis", "Death", 7,
1465L, "Dialysis, waitlist", "Cancer", 36,
1465L, "Cancer", "Death", 1,
1466L, "Dialysis, waitlist", "Cancer", 23,
1466L, "Cancer", "No change", 47,
1467L, "Dialysis", "Cancer", 1,
1467L, "Cancer", "Death", 85,
1468L, "Dialysis", "Death", 8,
1469L, "Dialysis, waitlist", "Tx", 56,
1469L, "Tx", "No change", 15,
1470L, "Tx", "No change", 70,
1471L, "Tx", "No change", 70,
1472L, "Tx", "No change", 70,
1473L, "Dialysis", "Death", 64,
1474L, "Cancer", "No change", 96,
1475L, "Dialysis, waitlist", "Tx", 13,
1475L, "Tx", "No change", 60,
1476L, "Dialysis, waitlist", "Tx", 9,
1476L, "Tx", "No change", 71,
1477L, "Dialysis, waitlist", "No change", 70,
1478L, "Dialysis", "No change", 80,
1479L, "Dialysis", "No change", 70,
1480L, "Dialysis, waitlist", "Tx", 69,
1480L, "Tx", "No change", 19,
1481L, "Dialysis", "No change", 71,
1482L, "Dialysis", "Death", 31,
1483L, "Dialysis", "No change", 70,
1484L, "Dialysis", "Death", 5,
1485L, "Dialysis, waitlist", "Tx", 15,
1485L, "Tx", "No change", 56,
1486L, "Dialysis, waitlist", "Tx", 27,
1486L, "Tx", "No change", 45,
1487L, "Dialysis", "No change", 71,
1488L, "Dialysis, waitlist", "Tx", 39,
1488L, "Tx", "No change", 31,
1489L, "Dialysis, waitlist", "Tx", 29,
1489L, "Tx", "No change", 48,
1490L, "Dialysis", "No change", 71,
1491L, "Dialysis", "Tx", 0,
1491L, "Tx", "No change", 70,
1492L, "Dialysis, waitlist", "Tx", 63,
1492L, "Tx", "No change", 7,
1493L, "Dialysis", "Death", 62,
1494L, "Dialysis", "No change", 77,
1495L, "Dialysis", "Death", 47,
1496L, "Dialysis, waitlist", "Tx", 8,
1496L, "Tx", "No change", 66,
1497L, "Dialysis", "Death", 51,
1498L, "Tx", "No change", 71,
1499L, "Dialysis", "Death", 43,
1500L, "Dialysis", "Death", 29,
1501L, "Dialysis", "No change", 75,
1502L, "Dialysis, waitlist", "No change", 75,
1503L, "Dialysis", "No change", 70,
1504L, "Dialysis", "No change", 75,
1505L, "Dialysis, waitlist", "No change", 72,
1506L, "Dialysis, waitlist", "No change", 75,
1507L, "Dialysis", "No change", 74,
1508L, "Dialysis", "Death", 49,
1509L, "Dialysis, waitlist", "No change", 82,
1510L, "Dialysis, waitlist", "Tx", 33,
1510L, "Tx", "No change", 38,
1511L, "Dialysis", "Death", 29,
1512L, "Dialysis", "Cancer", 42,
1512L, "Cancer", "No change", 30,
1513L, "Cancer", "No change", 74,
1514L, "Dialysis", "No change", 73,
1515L, "Dialysis", "No change", 72,
1516L, "Dialysis, waitlist", "Tx", 30,
1516L, "Tx", "No change", 41,
1517L, "Cancer", "No change", 64,
1518L, "Dialysis, waitlist", "Tx", 5,
1518L, "Tx", "No change", 65,
1519L, "Dialysis", "Death", 53,
1520L, "Dialysis", "Death", 32,
1521L, "Dialysis, waitlist", "Death", 32,
1522L, "Dialysis, waitlist", "Tx", 30,
1522L, "Tx", "No change", 40,
1523L, "Dialysis, waitlist", "Tx", 15,
1523L, "Tx", "No change", 57,
1524L, "Dialysis", "No change", 71,
1525L, "Dialysis, waitlist", "No change", 71,
1526L, "Dialysis", "Death", 68,
1527L, "Dialysis", "No change", 72,
1528L, "Dialysis", "Death", 52,
1529L, "Dialysis", "Death", 51,
1530L, "Dialysis", "No change", 71,
1531L, "Dialysis", "No change", 72,
1532L, "Dialysis", "No change", 73,
1533L, "Dialysis, waitlist", "Tx", 62,
1533L, "Tx", "No change", 9,
1534L, "Cancer", "No change", 321,
1535L, "Cancer", "No change", 79,
1536L, "Dialysis, waitlist", "No change", 71,
1537L, "Dialysis", "Death", 19,
1538L, "Cancer", "No change", 72,
1539L, "Cancer", "No change", 24,
1540L, "Tx", "No change", 71,
1541L, "Dialysis", "Death", 23,
1542L, "Dialysis", "Death", 1,
1543L, "Cancer", "No change", 72,
1544L, "Dialysis", "Death", 60,
1545L, "Dialysis, waitlist", "Tx", 12,
1545L, "Tx", "Death", 50,
1546L, "Dialysis", "Tx", 16,
1546L, "Tx", "No change", 55,
1547L, "Dialysis", "Death", 35,
1548L, "Dialysis", "Death", 61,
1549L, "Dialysis, waitlist", "Tx", 25,
1549L, "Tx", "No change", 46,
1550L, "Dialysis", "No change", 71,
1551L, "Dialysis, waitlist", "Tx", 3,
1551L, "Tx", "No change", 68,
1552L, "Dialysis", "No change", 68,
1553L, "Dialysis", "Death", 18,
1554L, "Dialysis", "Death", 66,
1555L, "Dialysis, waitlist", "Tx", 60,
1555L, "Tx", "No change", 48,
1556L, "Dialysis, waitlist", "Tx", 67,
1556L, "Tx", "No change", 39,
1557L, "Dialysis", "No change", 71,
1558L, "Dialysis", "Death", 9,
1559L, "Dialysis, waitlist", "Tx", 51,
1559L, "Tx", "No change", 20,
1560L, "Dialysis, waitlist", "Cancer", 63,
1560L, "Cancer", "No change", 9,
1561L, "Dialysis", "No change", 72,
1562L, "Dialysis", "No change", 72,
1563L, "Dialysis", "No change", 71,
1564L, "Dialysis, waitlist", "Cancer", 24,
1564L, "Cancer", "No change", 47,
1565L, "Dialysis", "Death", 0,
1566L, "Dialysis", "No change", 72,
1567L, "Dialysis", "No change", 71,
1568L, "Dialysis, waitlist", "Tx", 53,
1568L, "Tx", "No change", 18,
1569L, "Dialysis", "No change", 77,
1570L, "Dialysis", "Death", 15,
1571L, "Dialysis, waitlist", "Tx", 30,
1571L, "Tx", "Death", 6,
1572L, "Dialysis", "No change", 74,
1573L, "Dialysis, waitlist", "Tx", 14,
1573L, "Tx", "No change", 71,
1574L, "Dialysis", "No change", 110,
1575L, "Dialysis, waitlist", "Tx", 14,
1575L, "Tx", "No change", 59,
1576L, "Dialysis, waitlist", "Tx", 43,
1576L, "Tx", "No change", 29,
1577L, "Dialysis", "Death", 47,
1578L, "Dialysis", "No change", 71,
1579L, "Dialysis, waitlist", "Tx", 47,
1579L, "Tx", "No change", 24,
1580L, "Dialysis", "No change", 71,
1581L, "Dialysis, waitlist", "Tx", 64,
1581L, "Tx", "No change", 6,
1582L, "Dialysis, waitlist", "Tx", 35,
1582L, "Tx", "No change", 50,
1583L, "Dialysis", "Tx", 9,
1583L, "Tx", "No change", 61,
1584L, "Tx", "No change", 71,
1585L, "Dialysis", "Cancer", 42,
1585L, "Cancer", "Death", 1,
1586L, "Dialysis", "Death", 29,
1587L, "Dialysis", "No change", 89,
1588L, "Tx", "No change", 71,
1589L, "Dialysis", "No change", 71,
1590L, "Tx", "No change", 71,
1591L, "Dialysis", "Death", 51,
1592L, "Dialysis", "No change", 71,
1593L, "Dialysis", "Death", 63,
1594L, "Dialysis", "No change", 76,
1595L, "Dialysis, waitlist", "No change", 71,
1596L, "Tx", "No change", 72,
1597L, "Dialysis, waitlist", "No change", 99,
1598L, "Dialysis", "No change", 75,
1599L, "Dialysis, waitlist", "No change", 72,
1600L, "Dialysis, waitlist", "Tx", 27,
1600L, "Tx", "No change", 46,
1601L, "Dialysis, waitlist", "Tx", 7,
1601L, "Tx", "No change", 71,
1602L, "Cancer", "No change", 65,
1603L, "Dialysis, waitlist", "No change", 71,
1604L, "Dialysis", "Cancer", 57,
1604L, "Cancer", "Death", 1,
1605L, "Dialysis", "Death", 41,
1606L, "Dialysis", "No change", 73,
1607L, "Dialysis", "Death", 57,
1608L, "Dialysis", "Cancer", 6,
1608L, "Cancer", "Death", 14,
1609L, "Dialysis", "No change", 78,
1610L, "Dialysis, waitlist", "Tx", 7,
1610L, "Tx", "No change", 70,
1611L, "Tx", "No change", 72,
1612L, "Dialysis", "Death", 38,
1613L, "Dialysis, waitlist", "No change", 72,
1614L, "Dialysis", "Death", 16,
1615L, "Dialysis", "Death", 9,
1616L, "Dialysis", "Death", 6,
1617L, "Dialysis", "Death", 10,
1618L, "Dialysis", "Death", 12,
1619L, "Dialysis", "Cancer", 0,
1619L, "Cancer", "No change", 81,
1620L, "Dialysis", "No change", 77,
1621L, "Dialysis", "No change", 71,
1622L, "Dialysis, waitlist", "No change", 71,
1623L, "Dialysis, waitlist", "Tx", 32,
1623L, "Tx", "No change", 39,
1624L, "Cancer", "No change", 74,
1625L, "Dialysis", "No change", 77,
1626L, "Dialysis", "Death", 49,
1627L, "Dialysis", "No change", 72,
1628L, "Dialysis", "Death", 25,
1629L, "Tx", "No change", 71,
1630L, "Dialysis, waitlist", "Tx", 33,
1630L, "Tx", "No change", 39,
1631L, "Dialysis", "No change", 90,
1632L, "Dialysis, waitlist", "No change", 73,
1633L, "Dialysis, waitlist", "Tx", 65,
1633L, "Tx", "No change", 10,
1634L, "Dialysis, waitlist", "No change", 72,
1635L, "Dialysis, waitlist", "Tx", 42,
1635L, "Tx", "Cancer", 27,
1635L, "Cancer", "No change", 12,
1636L, "Dialysis, waitlist", "Tx", 66,
1636L, "Tx", "No change", 6,
1637L, "Dialysis", "Death", 13,
1638L, "Dialysis, waitlist", "Tx", 12,
1638L, "Tx", "No change", 70,
1639L, "Dialysis, waitlist", "No change", 72,
1640L, "Dialysis", "Death", 35,
1641L, "Dialysis, waitlist", "Tx", 37,
1641L, "Tx", "No change", 35,
1642L, "Dialysis, waitlist", "Tx", 55,
1642L, "Tx", "No change", 19,
1643L, "Dialysis, waitlist", "Death", 62,
1644L, "Dialysis", "No change", 76,
1645L, "Dialysis", "Death", 13,
1646L, "Dialysis, waitlist", "Tx", 35,
1646L, "Tx", "No change", 41,
1647L, "Dialysis, waitlist", "Death", 56,
1648L, "Dialysis, waitlist", "No change", 73,
1649L, "Dialysis, waitlist", "Cancer", 4,
1649L, "Cancer", "No change", 70,
1650L, "Dialysis, waitlist", "Death", 53,
1651L, "Dialysis, waitlist", "Tx", 27,
1651L, "Tx", "No change", 60,
1652L, "Dialysis", "Death", 22,
1653L, "Dialysis", "No change", 71,
1654L, "Dialysis", "Death", 49,
1655L, "Dialysis, waitlist", "Tx", 24,
1655L, "Tx", "No change", 56,
1656L, "Dialysis, waitlist", "Tx", 56,
1656L, "Tx", "No change", 16,
1657L, "Dialysis", "No change", 88,
1658L, "Dialysis", "No change", 71,
1659L, "Dialysis", "No change", 74,
1660L, "Dialysis, waitlist", "Cancer", 33,
1660L, "Cancer", "No change", 43,
1661L, "Tx", "No change", 71,
1662L, "Tx", "No change", 71,
1663L, "Dialysis, waitlist", "No change", 21,
1664L, "Dialysis, waitlist", "Tx", 38,
1664L, "Tx", "No change", 34,
1665L, "Dialysis", "Death", 67,
1666L, "Dialysis", "No change", 72,
1667L, "Dialysis", "Death", 59,
1668L, "Dialysis", "Death", 12,
1669L, "Dialysis, waitlist", "Tx", 21,
1669L, "Tx", "Death", 43,
1670L, "Dialysis", "No change", 72,
1671L, "Dialysis, waitlist", "No change", 73,
1672L, "Dialysis", "No change", 76,
1673L, "Dialysis, waitlist", "Tx", 24,
1673L, "Tx", "No change", 50,
1674L, "Dialysis, waitlist", "Tx", 43,
1674L, "Tx", "No change", 29,
1675L, "Dialysis", "Death", 65,
1676L, "Dialysis", "No change", 88,
1677L, "Dialysis", "Death", 54,
1678L, "Dialysis", "Death", 57,
1679L, "Tx", "No change", 71,
1680L, "Dialysis, waitlist", "Tx", 41,
1680L, "Tx", "No change", 31,
1681L, "Dialysis", "Cancer", 0,
1681L, "Cancer", "No change", 74,
1682L, "Dialysis, waitlist", "Tx", 6,
1682L, "Tx", "No change", 66,
1683L, "Dialysis", "Death", 31,
1684L, "Dialysis, waitlist", "Tx", 27,
1684L, "Tx", "No change", 57,
1685L, "Dialysis", "No change", 104,
1686L, "Dialysis, waitlist", "Tx", 20,
1686L, "Tx", "No change", 52,
1687L, "Dialysis, waitlist", "Cancer", 23,
1687L, "Cancer", "No change", 49,
1688L, "Dialysis", "No change", 73,
1689L, "Dialysis", "Death", 46,
1690L, "Dialysis, waitlist", "Tx", 57,
1690L, "Tx", "No change", 15,
1691L, "Dialysis", "Death", 35,
1692L, "Dialysis", "No change", 71,
1693L, "Dialysis, waitlist", "Tx", 33,
1693L, "Tx", "Death", 34,
1694L, "Dialysis, waitlist", "Tx", 17,
1694L, "Tx", "No change", 55,
1695L, "Dialysis, waitlist", "Tx", 23,
1695L, "Tx", "No change", 49,
1696L, "Dialysis", "Death", 2,
1697L, "Dialysis, waitlist", "No change", 73,
1698L, "Dialysis", "Death", 1,
1699L, "Dialysis", "No change", 73,
1700L, "Dialysis", "No change", 73,
1701L, "Dialysis", "Death", 63,
1702L, "Dialysis", "No change", 72,
1703L, "Dialysis", "No change", 73,
1704L, "Dialysis, waitlist", "Tx", 21,
1704L, "Tx", "No change", 51,
1705L, "Dialysis, waitlist", "Tx", 50,
1705L, "Tx", "No change", 22,
1706L, "Dialysis", "No change", 73,
1707L, "Dialysis", "No change", 73,
1708L, "Dialysis", "No change", 72,
1709L, "Dialysis", "Death", 22,
1710L, "Dialysis", "No change", 71,
1711L, "Dialysis", "Death", 3,
1712L, "Dialysis, waitlist", "Tx", 14,
1712L, "Tx", "No change", 59,
1713L, "Dialysis", "No change", 72,
1714L, "Dialysis", "Death", 41,
1715L, "Dialysis", "No change", 72,
1716L, "Dialysis, waitlist", "Death", 20,
1717L, "Dialysis, waitlist", "Tx", 25,
1717L, "Tx", "No change", 48,
1718L, "Dialysis", "Death", 11,
1719L, "Dialysis", "No change", 72,
1720L, "Dialysis", "Death", 20,
1721L, "Dialysis", "Death", 44,
1722L, "Dialysis, waitlist", "Tx", 19,
1722L, "Tx", "Death", 40,
1723L, "Dialysis", "No change", 73,
1724L, "Dialysis, waitlist", "Tx", 62,
1724L, "Tx", "No change", 12,
1725L, "Dialysis", "Cancer", 54,
1725L, "Cancer", "No change", 18,
1726L, "Dialysis", "No change", 72,
1727L, "Dialysis", "Death", 44,
1728L, "Dialysis, waitlist", "Tx", 10,
1728L, "Tx", "No change", 63,
1729L, "Dialysis, waitlist", "Tx", 36,
1729L, "Tx", "No change", 36,
1730L, "Dialysis", "Death", 6,
1731L, "Dialysis, waitlist", "Death", 50,
1732L, "Dialysis, waitlist", "Tx", 9,
1732L, "Tx", "No change", 63,
1733L, "Dialysis", "No change", 73,
1734L, "Dialysis", "No change", 73,
1735L, "Dialysis", "Tx", 25,
1735L, "Tx", "No change", 47,
1736L, "Dialysis, waitlist", "Tx", 55,
1736L, "Tx", "No change", 17,
1737L, "Dialysis", "Cancer", 0,
1737L, "Cancer", "Death", 2,
1738L, "Dialysis, waitlist", "Tx", 63,
1738L, "Tx", "No change", 9,
1739L, "Dialysis", "No change", 73,
1740L, "Dialysis", "No change", 76,
1741L, "Dialysis", "No change", 73,
1742L, "Dialysis, waitlist", "Tx", 66,
1742L, "Tx", "No change", 6,
1743L, "Dialysis", "Death", 25,
1744L, "Dialysis", "Tx", 0,
1744L, "Tx", "No change", 72,
1745L, "Tx", "No change", 72,
1746L, "Dialysis, waitlist", "Tx", 25,
1746L, "Tx", "No change", 72,
1747L, "Dialysis", "Death", 43,
1748L, "Dialysis, waitlist", "Tx", 33,
1748L, "Tx", "No change", 40,
1749L, "Dialysis", "Death", 57,
1750L, "Dialysis", "Death", 45,
1751L, "Dialysis", "Cancer", 2,
1751L, "Cancer", "No change", 69,
1752L, "Dialysis", "Death", 19,
1753L, "Dialysis", "No change", 72,
1754L, "Dialysis, waitlist", "Tx", 11,
1754L, "Tx", "No change", 61,
1755L, "Cancer", "No change", 104,
1756L, "Dialysis, waitlist", "Tx", 2,
1756L, "Tx", "No change", 70,
1757L, "Dialysis", "Tx", 13,
1757L, "Tx", "No change", 60,
1758L, "Cancer", "No change", 126,
1759L, "Dialysis", "Death", 9,
1760L, "Dialysis, waitlist", "Tx", 46,
1760L, "Tx", "No change", 28,
1761L, "Dialysis, waitlist", "Tx", 13,
1761L, "Tx", "No change", 73,
1762L, "Dialysis", "No change", 73,
1763L, "Dialysis", "Death", 26,
1764L, "Dialysis, waitlist", "Tx", 24,
1764L, "Tx", "No change", 53,
1765L, "Dialysis, waitlist", "Tx", 16,
1765L, "Tx", "No change", 72,
1766L, "Dialysis", "Death", 14,
1767L, "Dialysis", "Death", 14,
1768L, "Dialysis", "No change", 74,
1769L, "Dialysis", "Death", 11,
1770L, "Dialysis, waitlist", "No change", 72,
1771L, "Dialysis, waitlist", "No change", 73,
1772L, "Dialysis", "Death", 23,
1773L, "Dialysis, waitlist", "No change", 73,
1774L, "Dialysis, waitlist", "Tx", 30,
1774L, "Tx", "No change", 46,
1775L, "Dialysis", "No change", 72,
1776L, "Dialysis, waitlist", "Tx", 13,
1776L, "Tx", "No change", 59,
1777L, "Dialysis", "Death", 14,
1778L, "Dialysis, waitlist", "Tx", 23,
1778L, "Tx", "No change", 49,
1779L, "Dialysis", "No change", 88,
1780L, "Dialysis, waitlist", "No change", 76,
1781L, "Dialysis, waitlist", "Tx", 4,
1781L, "Tx", "No change", 72,
1782L, "Dialysis, waitlist", "Tx", 22,
1782L, "Tx", "No change", 51,
1783L, "Dialysis", "Death", 39,
1784L, "Dialysis", "Death", 53,
1785L, "Dialysis", "No change", 79,
1786L, "Dialysis, waitlist", "Tx", 52,
1786L, "Tx", "No change", 27,
1787L, "Dialysis, waitlist", "No change", 79,
1788L, "Dialysis, waitlist", "Death", 69,
1789L, "Dialysis, waitlist", "Tx", 34,
1789L, "Tx", "No change", 38,
1790L, "Dialysis", "No change", 73,
1791L, "Cancer", "No change", 79,
1792L, "Cancer", "No change", 272,
1793L, "Cancer", "No change", 159,
1794L, "Dialysis", "No change", 73,
1795L, "Dialysis", "No change", 73,
1796L, "Dialysis, waitlist", "Tx", 19,
1796L, "Tx", "No change", 53,
1797L, "Dialysis", "Death", 33,
1798L, "Dialysis", "No change", 72,
1799L, "Dialysis", "Cancer", 8,
1799L, "Cancer", "Death", 13,
1800L, "Dialysis", "Death", 3,
1801L, "Dialysis", "No change", 74,
1802L, "Dialysis", "No change", 72,
1803L, "Dialysis", "No change", 73,
1804L, "Dialysis, waitlist", "Tx", 24,
1804L, "Tx", "No change", 50,
1805L, "Dialysis", "Death", 1,
1806L, "Dialysis, waitlist", "No change", 85,
1807L, "Dialysis", "Death", 1,
1808L, "Dialysis", "Death", 49,
1809L, "Dialysis, waitlist", "Tx", 18,
1809L, "Tx", "No change", 55,
1810L, "Dialysis, waitlist", "Tx", 9,
1810L, "Tx", "No change", 65,
1811L, "Dialysis, waitlist", "Tx", 17,
1811L, "Tx", "No change", 56,
1812L, "Dialysis, waitlist", "No change", 74,
1813L, "Dialysis", "No change", 73,
1814L, "Dialysis, waitlist", "Tx", 28,
1814L, "Tx", "No change", 45,
1815L, "Dialysis, waitlist", "Tx", 35,
1815L, "Tx", "Death", 6,
1816L, "Dialysis, waitlist", "No change", 83,
1817L, "Dialysis, waitlist", "No change", 76,
1818L, "Dialysis, waitlist", "No change", 75,
1819L, "Dialysis", "Death", 58,
1820L, "Dialysis", "No change", 73,
1821L, "Dialysis", "No change", 72,
1822L, "Dialysis", "No change", 72,
1823L, "Dialysis", "Cancer", 18,
1823L, "Cancer", "Death", 48,
1824L, "Dialysis, waitlist", "Tx", 15,
1824L, "Tx", "No change", 58,
1825L, "Dialysis", "Death", 28,
1826L, "Cancer", "No change", 152,
1827L, "Dialysis", "Death", 24,
1828L, "Dialysis", "No change", 76,
1829L, "Dialysis, waitlist", "Tx", 52,
1829L, "Tx", "No change", 21,
1830L, "Dialysis, waitlist", "Cancer", 42,
1830L, "Cancer", "Death", 1,
1831L, "Dialysis", "Death", 4,
1832L, "Dialysis, waitlist", "Tx", 37,
1832L, "Tx", "No change", 36,
1833L, "Dialysis", "No change", 72,
1834L, "Dialysis", "Tx", 8,
1834L, "Tx", "Death", 61,
1835L, "Dialysis", "No change", 77,
1836L, "Dialysis", "No change", 73,
1837L, "Dialysis", "No change", 73,
1838L, "Dialysis, waitlist", "No change", 73,
1839L, "Dialysis", "Death", 31,
1840L, "Dialysis, waitlist", "Tx", 36,
1840L, "Tx", "No change", 47,
1841L, "Dialysis", "Death", 62,
1842L, "Dialysis, waitlist", "Tx", 61,
1842L, "Tx", "No change", 15,
1843L, "Dialysis, waitlist", "Tx", 56,
1843L, "Tx", "No change", 17,
1844L, "Dialysis, waitlist", "No change", 76,
1845L, "Dialysis", "Tx", 21,
1845L, "Tx", "No change", 54,
1846L, "Dialysis", "No change", 76,
1847L, "Dialysis, waitlist", "Tx", 14,
1847L, "Tx", "No change", 63,
1848L, "Dialysis, waitlist", "Tx", 11,
1848L, "Tx", "No change", 66,
1849L, "Dialysis", "Death", 35,
1850L, "Dialysis", "Death", 52,
1851L, "Dialysis, waitlist", "Death", 57,
1852L, "Dialysis, waitlist", "Tx", 22,
1852L, "Tx", "No change", 56,
1853L, "Dialysis", "No change", 77,
1854L, "Dialysis, waitlist", "No change", 77,
1855L, "Dialysis", "No change", 73,
1856L, "Dialysis, waitlist", "Tx", 3,
1856L, "Tx", "No change", 72,
1857L, "Dialysis", "No change", 95,
1858L, "Dialysis, waitlist", "Tx", 49,
1858L, "Tx", "No change", 23,
1859L, "Dialysis, waitlist", "Tx", 14,
1859L, "Tx", "No change", 59,
1860L, "Dialysis", "Death", 19,
1861L, "Dialysis", "Death", 14,
1862L, "Dialysis", "Death", 5,
1863L, "Dialysis, waitlist", "Tx", 40,
1863L, "Tx", "No change", 36,
1864L, "Dialysis", "Death", 13,
1865L, "Dialysis", "No change", 1,
1866L, "Dialysis, waitlist", "No change", 80,
1867L, "Dialysis", "Death", 5,
1868L, "Dialysis", "Death", 64,
1869L, "Dialysis", "Death", 50,
1870L, "Dialysis", "No change", 73,
1871L, "Dialysis", "Death", 2,
1872L, "Dialysis", "Death", 59,
1873L, "Dialysis", "Death", 10,
1874L, "Dialysis, waitlist", "No change", 75,
1875L, "Dialysis, waitlist", "No change", 75,
1876L, "Dialysis", "No change", 75,
1877L, "Dialysis", "No change", 79,
1878L, "Dialysis", "Death", 71,
1879L, "Dialysis", "Death", 2,
1880L, "Dialysis, waitlist", "No change", 75,
1881L, "Dialysis", "Death", 2,
1882L, "Dialysis", "Cancer", 39,
1882L, "Cancer", "Death", 10,
1883L, "Dialysis, waitlist", "No change", 78,
1884L, "Dialysis", "No change", 79,
1885L, "Dialysis", "No change", 78,
1886L, "Dialysis", "Cancer", 18,
1886L, "Cancer", "Death", 15,
1887L, "Dialysis", "No change", 78,
1888L, "Dialysis", "Cancer", 0,
1888L, "Cancer", "Death", 22,
1889L, "Dialysis", "No change", 75,
1890L, "Dialysis", "Cancer", 20,
1890L, "Cancer", "Death", 1,
1891L, "Dialysis, waitlist", "Tx", 54,
1891L, "Tx", "No change", 20,
1892L, "Dialysis", "Death", 10,
1893L, "Dialysis, waitlist", "Tx", 36,
1893L, "Tx", "No change", 39,
1894L, "Dialysis", "Death", 39,
1895L, "Dialysis, waitlist", "Tx", 64,
1895L, "Tx", "No change", 14,
1896L, "Dialysis, waitlist", "Tx", 29,
1896L, "Tx", "No change", 73,
1897L, "Dialysis, waitlist", "Tx", 11,
1897L, "Tx", "Cancer", 36,
1897L, "Cancer", "No change", 29,
1898L, "Dialysis", "No change", 80,
1899L, "Dialysis", "No change", 82,
1900L, "Dialysis", "No change", 82,
1901L, "Dialysis", "Death", 51,
1902L, "Dialysis", "Death", 22,
1903L, "Dialysis", "Death", 54,
1904L, "Dialysis, waitlist", "No change", 73,
1905L, "Dialysis", "No change", 74,
1906L, "Dialysis", "Death", 68,
1907L, "Dialysis", "Death", 27,
1908L, "Dialysis, waitlist", "Tx", 80,
1908L, "Tx", "No change", 10,
1909L, "Dialysis", "Death", 35,
1910L, "Dialysis, waitlist", "Tx", 70,
1910L, "Tx", "Death", 8,
1911L, "Dialysis", "Cancer", 52,
1911L, "Cancer", "No change", 23,
1912L, "Dialysis", "Death", 74,
1913L, "Dialysis", "Death", 78,
1914L, "Dialysis", "Death", 63,
1915L, "Dialysis", "Death", 9,
1916L, "Dialysis", "Death", 31,
1917L, "Dialysis", "No change", 73,
1918L, "Dialysis", "Death", 62,
1919L, "Dialysis", "No change", 82,
1920L, "Dialysis", "Death", 37,
1921L, "Dialysis, waitlist", "Tx", 8,
1921L, "Tx", "No change", 65,
1922L, "Dialysis", "Death", 32,
1923L, "Dialysis, waitlist", "Tx", 12,
1923L, "Tx", "No change", 64,
1924L, "Dialysis", "No change", 3,
1925L, "Dialysis, waitlist", "Tx", 59,
1925L, "Tx", "No change", 74,
1926L, "Dialysis", "Tx", 21,
1926L, "Tx", "No change", 61,
1927L, "Dialysis, waitlist", "Tx", 4,
1927L, "Tx", "No change", 70,
1928L, "Dialysis", "Cancer", 0,
1928L, "Cancer", "No change", 94,
1929L, "Cancer", "No change", 16,
1930L, "Dialysis", "Death", 18,
1931L, "Dialysis", "Death", 40,
1932L, "Dialysis", "Death", 37,
1933L, "Dialysis", "Death", 2,
1934L, "Dialysis", "Death", 35,
1935L, "Dialysis", "Death", 47,
1936L, "Dialysis", "No change", 80,
1937L, "Dialysis, waitlist", "Tx", 18,
1937L, "Tx", "No change", 64,
1938L, "Dialysis", "Tx", 14,
1938L, "Tx", "No change", 60,
1939L, "Dialysis", "Death", 38,
1940L, "Dialysis, waitlist", "Tx", 29,
1940L, "Tx", "No change", 45,
1941L, "Dialysis", "Death", 39,
1942L, "Cancer", "No change", 271,
1943L, "Dialysis", "Death", 64,
1944L, "Dialysis", "Cancer", 25,
1944L, "Cancer", "Death", 45,
1945L, "Dialysis, waitlist", "Tx", 11,
1945L, "Tx", "No change", 63,
1946L, "Dialysis", "No change", 74,
1947L, "Dialysis", "Cancer", 50,
1947L, "Cancer", "Death", 14,
1948L, "Dialysis", "Death", 70,
1949L, "Dialysis", "Cancer", 14,
1949L, "Cancer", "Death", 9,
1950L, "Dialysis, waitlist", "Death", 32,
1951L, "Dialysis, waitlist", "Tx", 11,
1951L, "Tx", "No change", 64,
1952L, "Dialysis, waitlist", "Tx", 33,
1952L, "Tx", "No change", 42,
1953L, "Dialysis", "Cancer", 1,
1953L, "Cancer", "Death", 8,
1954L, "Dialysis", "No change", 75,
1955L, "Dialysis", "Death", 12,
1956L, "Dialysis", "Death", 72,
1957L, "Dialysis, waitlist", "Tx", 42,
1957L, "Tx", "No change", 34,
1958L, "Dialysis", "Cancer", 102,
1958L, "Cancer", "Death", 43,
1959L, "Dialysis", "Death", 12,
1960L, "Dialysis", "Death", 27,
1961L, "Dialysis, waitlist", "Tx", 30,
1961L, "Tx", "No change", 46,
1962L, "Dialysis, waitlist", "Tx", 41,
1962L, "Tx", "No change", 35,
1963L, "Dialysis, waitlist", "Tx", 56,
1963L, "Tx", "No change", 20,
1964L, "Dialysis", "Death", 41,
1965L, "Cancer", "No change", 65,
1966L, "Dialysis", "Death", 29,
1967L, "Dialysis", "Death", 6,
1968L, "Dialysis, waitlist", "Death", 59,
1969L, "Dialysis", "Tx", 3,
1969L, "Tx", "No change", 72,
1970L, "Dialysis", "Death", 44,
1971L, "Dialysis", "No change", 75,
1972L, "Dialysis, waitlist", "Death", 5,
1973L, "Dialysis", "No change", 78,
1974L, "Dialysis, waitlist", "Tx", 73,
1974L, "Tx", "No change", 1,
1975L, "Dialysis, waitlist", "No change", 74,
1976L, "Dialysis", "No change", 74,
1977L, "Dialysis", "Death", 5,
1978L, "Dialysis", "No change", 74,
1979L, "Dialysis", "No change", 74,
1980L, "Dialysis", "Death", 5,
1981L, "Dialysis", "Death", 7,
1982L, "Dialysis, waitlist", "Tx", 5,
1982L, "Tx", "No change", 71,
1983L, "Dialysis, waitlist", "Tx", 9,
1983L, "Tx", "No change", 67,
1984L, "Dialysis", "No change", 74,
1985L, "Dialysis", "No change", 75,
1986L, "Dialysis, waitlist", "No change", 76,
1987L, "Dialysis, waitlist", "Tx", 68,
1987L, "Tx", "No change", 54,
1988L, "Dialysis, waitlist", "Tx", 64,
1988L, "Tx", "No change", 17,
1989L, "Dialysis", "No change", 86,
1990L, "Dialysis", "Death", 56,
1991L, "Dialysis, waitlist", "Tx", 55,
1991L, "Tx", "No change", 19,
1992L, "Dialysis", "Death", 2,
1993L, "Dialysis", "Death", 6,
1994L, "Dialysis", "No change", 76,
1995L, "Tx", "No change", 74,
1996L, "Dialysis", "Tx", 33,
1996L, "Tx", "No change", 42,
1997L, "Dialysis, waitlist", "Tx", 5,
1997L, "Tx", "No change", 74,
1998L, "Dialysis", "Tx", 0,
1998L, "Tx", "No change", 74,
1999L, "Tx", "No change", 74,
2000L, "Dialysis, waitlist", "Death", 95
)The number of bins specified in the geom_density_ridges call should be altered according to the data you are using to give best appearance.
Code
df_density %>%
ggplot(aes(x=duration, y=outcome_state, fill=outcome_state)) +
geom_density_ridges(stat="binline",
bins = 150,
scale=2.5,
draw_baseline = FALSE,
panel_scaling = TRUE) +
coord_cartesian(xlim = c(0,200)) +
labs(x = "Days since entering state", y = "") +
facet_wrap(~initial_state) +
theme_ft_rc() +
theme(legend.position = "bottom") +
scale_fill_nejm(name = NULL)