MAP IRSrates (.csv)

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	Region	District	Year	irs_rates
0	Southern Region	Balaka	2010	0
1	Southern Region	Balaka	2011	0
2	Southern Region	Balaka	2012	0
3	Southern Region	Balaka	2013	0
4	Southern Region	Balaka	2014	0
5	Southern Region	Balaka	2015	0
6	Southern Region	Balaka	2016	0
7	Southern Region	Balaka	2017	0
8	Southern Region	Balaka	2018	0
9	Southern Region	Blantyre	2010	0
10	Southern Region	Blantyre	2011	0
11	Southern Region	Blantyre	2012	0
12	Southern Region	Blantyre	2013	0
13	Southern Region	Blantyre	2014	0
14	Southern Region	Blantyre	2015	0
15	Southern Region	Blantyre	2016	0
16	Southern Region	Blantyre	2017	0
17	Southern Region	Blantyre	2018	0
18	Southern Region	Blantyre City	2010	0
19	Southern Region	Blantyre City	2011	0
20	Southern Region	Blantyre City	2012	0
21	Southern Region	Blantyre City	2013	0
22	Southern Region	Blantyre City	2014	0
23	Southern Region	Blantyre City	2015	0
24	Southern Region	Blantyre City	2016	0
25	Southern Region	Blantyre City	2017	0
26	Southern Region	Blantyre City	2018	0
27	Southern Region	Chikwawa	2010	0.458223
28	Southern Region	Chikwawa	2011	0
29	Southern Region	Chikwawa	2012	0.403927
30	Southern Region	Chikwawa	2013	0
31	Southern Region	Chikwawa	2014	0
32	Southern Region	Chikwawa	2015	0
33	Southern Region	Chikwawa	2016	0
34	Southern Region	Chikwawa	2017	0
35	Southern Region	Chikwawa	2018	0
36	Southern Region	Chiradzulu	2010	0
37	Southern Region	Chiradzulu	2011	0
38	Southern Region	Chiradzulu	2012	0
39	Southern Region	Chiradzulu	2013	0
40	Southern Region	Chiradzulu	2014	0
41	Southern Region	Chiradzulu	2015	0
42	Southern Region	Chiradzulu	2016	0
43	Southern Region	Chiradzulu	2017	0
44	Southern Region	Chiradzulu	2018	0
45	Northern Region	Chitipa	2010	0
46	Northern Region	Chitipa	2011	0
47	Northern Region	Chitipa	2012	0
48	Northern Region	Chitipa	2013	0
49	Northern Region	Chitipa	2014	0
50	Northern Region	Chitipa	2015	0
51	Northern Region	Chitipa	2016	0
52	Northern Region	Chitipa	2017	0
53	Northern Region	Chitipa	2018	0
54	Central Region	Dedza	2010	0
55	Central Region	Dedza	2011	0
56	Central Region	Dedza	2012	0
57	Central Region	Dedza	2013	0
58	Central Region	Dedza	2014	0
59	Central Region	Dedza	2015	0
60	Central Region	Dedza	2016	0
61	Central Region	Dedza	2017	0
62	Central Region	Dedza	2018	0
63	Central Region	Dowa	2010	0
64	Central Region	Dowa	2011	0
65	Central Region	Dowa	2012	0
66	Central Region	Dowa	2013	0
67	Central Region	Dowa	2014	0
68	Central Region	Dowa	2015	0
69	Central Region	Dowa	2016	0
70	Central Region	Dowa	2017	0
71	Central Region	Dowa	2018	0
72	Northern Region	Karonga	2010	0.835191
73	Northern Region	Karonga	2011	0
74	Northern Region	Karonga	2012	0.733117
75	Northern Region	Karonga	2013	0
76	Northern Region	Karonga	2014	0
77	Northern Region	Karonga	2015	0.697537
78	Northern Region	Karonga	2016	0
79	Northern Region	Karonga	2017	0
80	Northern Region	Karonga	2018	0
81	Central Region	Kasungu	2010	0
82	Central Region	Kasungu	2011	0
83	Central Region	Kasungu	2012	0
84	Central Region	Kasungu	2013	0
85	Central Region	Kasungu	2014	0
86	Central Region	Kasungu	2015	0
87	Central Region	Kasungu	2016	0
88	Central Region	Kasungu	2017	0
89	Central Region	Kasungu	2018	0
90	Northern Region	Likoma	2010	0
91	Northern Region	Likoma	2011	0
92	Northern Region	Likoma	2012	0
93	Northern Region	Likoma	2013	0
94	Northern Region	Likoma	2014	0
95	Northern Region	Likoma	2015	0
96	Northern Region	Likoma	2016	0
97	Northern Region	Likoma	2017	0
98	Northern Region	Likoma	2018	0
99	Central Region	Lilongwe	2010	0
100	Central Region	Lilongwe	2011	0
101	Central Region	Lilongwe	2012	0
102	Central Region	Lilongwe	2013	0
103	Central Region	Lilongwe	2014	0
104	Central Region	Lilongwe	2015	0
105	Central Region	Lilongwe	2016	0
106	Central Region	Lilongwe	2017	0
107	Central Region	Lilongwe	2018	0
108	Central Region	Lilongwe City	2010	0
109	Central Region	Lilongwe City	2011	0
110	Central Region	Lilongwe City	2012	0
111	Central Region	Lilongwe City	2013	0
112	Central Region	Lilongwe City	2014	0
113	Central Region	Lilongwe City	2015	0
114	Central Region	Lilongwe City	2016	0
115	Central Region	Lilongwe City	2017	0
116	Central Region	Lilongwe City	2018	0
117	Southern Region	Machinga	2010	0
118	Southern Region	Machinga	2011	0
119	Southern Region	Machinga	2012	0
120	Southern Region	Machinga	2013	0
121	Southern Region	Machinga	2014	0
122	Southern Region	Machinga	2015	0
123	Southern Region	Machinga	2016	0
124	Southern Region	Machinga	2017	0
125	Southern Region	Machinga	2018	0
126	Southern Region	Mangochi	2010	0.264321
127	Southern Region	Mangochi	2011	0
128	Southern Region	Mangochi	2012	0.236382
129	Southern Region	Mangochi	2013	0
130	Southern Region	Mangochi	2014	0
131	Southern Region	Mangochi	2015	0
132	Southern Region	Mangochi	2016	0
133	Southern Region	Mangochi	2017	0
134	Southern Region	Mangochi	2018	0
135	Central Region	Mchinji	2010	0
136	Central Region	Mchinji	2011	0
137	Central Region	Mchinji	2012	0
138	Central Region	Mchinji	2013	0
139	Central Region	Mchinji	2014	0
140	Central Region	Mchinji	2015	0.374022
141	Central Region	Mchinji	2016	0
142	Central Region	Mchinji	2017	0
143	Central Region	Mchinji	2018	0
144	Southern Region	Mulanje	2010	0
145	Southern Region	Mulanje	2011	0
146	Southern Region	Mulanje	2012	0
147	Southern Region	Mulanje	2013	0
148	Southern Region	Mulanje	2014	0
149	Southern Region	Mulanje	2015	0
150	Southern Region	Mulanje	2016	0
151	Southern Region	Mulanje	2017	0
152	Southern Region	Mulanje	2018	0
153	Southern Region	Mwanza	2010	0
154	Southern Region	Mwanza	2011	0
155	Southern Region	Mwanza	2012	0
156	Southern Region	Mwanza	2013	0
157	Southern Region	Mwanza	2014	0
158	Southern Region	Mwanza	2015	0
159	Southern Region	Mwanza	2016	0
160	Southern Region	Mwanza	2017	0
161	Southern Region	Mwanza	2018	0
162	Northern Region	Mzimba	2010	0
163	Northern Region	Mzimba	2011	0
164	Northern Region	Mzimba	2012	0
165	Northern Region	Mzimba	2013	0
166	Northern Region	Mzimba	2014	0
167	Northern Region	Mzimba	2015	0
168	Northern Region	Mzimba	2016	0
169	Northern Region	Mzimba	2017	0
170	Northern Region	Mzimba	2018	0
171	Northern Region	Mzuzu City	2010	0
172	Northern Region	Mzuzu City	2011	0
173	Northern Region	Mzuzu City	2012	0
174	Northern Region	Mzuzu City	2013	0
175	Northern Region	Mzuzu City	2014	0
176	Northern Region	Mzuzu City	2015	0
177	Northern Region	Mzuzu City	2016	0
178	Northern Region	Mzuzu City	2017	0
179	Northern Region	Mzuzu City	2018	0
180	Southern Region	Neno	2010	0
181	Southern Region	Neno	2011	0
182	Southern Region	Neno	2012	0
183	Southern Region	Neno	2013	0
184	Southern Region	Neno	2014	0
185	Southern Region	Neno	2015	0
186	Southern Region	Neno	2016	0
187	Southern Region	Neno	2017	0
188	Southern Region	Neno	2018	0
189	Northern Region	Nkhata Bay	2010	1
190	Northern Region	Nkhata Bay	2011	0
191	Northern Region	Nkhata Bay	2012	0.883861
192	Northern Region	Nkhata Bay	2013	0
193	Northern Region	Nkhata Bay	2014	0
194	Northern Region	Nkhata Bay	2015	0
195	Northern Region	Nkhata Bay	2016	0
196	Northern Region	Nkhata Bay	2017	0
197	Northern Region	Nkhata Bay	2018	0
198	Central Region	Nkhotakota	2010	0.376786
199	Central Region	Nkhotakota	2011	0.575915
200	Central Region	Nkhotakota	2012	0.58515
201	Central Region	Nkhotakota	2013	0
202	Central Region	Nkhotakota	2014	0
203	Central Region	Nkhotakota	2015	0
204	Central Region	Nkhotakota	2016	0
205	Central Region	Nkhotakota	2017	0
206	Central Region	Nkhotakota	2018	0
207	Southern Region	Nsanje	2010	0.84936
208	Southern Region	Nsanje	2011	0
209	Southern Region	Nsanje	2012	0.748723
210	Southern Region	Nsanje	2013	0
211	Southern Region	Nsanje	2014	0
212	Southern Region	Nsanje	2015	0
213	Southern Region	Nsanje	2016	0
214	Southern Region	Nsanje	2017	0
215	Southern Region	Nsanje	2018	0
216	Central Region	Ntcheu	2010	0
217	Central Region	Ntcheu	2011	0
218	Central Region	Ntcheu	2012	0
219	Central Region	Ntcheu	2013	0
220	Central Region	Ntcheu	2014	0
221	Central Region	Ntcheu	2015	0
222	Central Region	Ntcheu	2016	0
223	Central Region	Ntcheu	2017	0
224	Central Region	Ntcheu	2018	0
225	Central Region	Ntchisi	2010	0
226	Central Region	Ntchisi	2011	0
227	Central Region	Ntchisi	2012	0
228	Central Region	Ntchisi	2013	0
229	Central Region	Ntchisi	2014	0
230	Central Region	Ntchisi	2015	0
231	Central Region	Ntchisi	2016	0
232	Central Region	Ntchisi	2017	0
233	Central Region	Ntchisi	2018	0
234	Southern Region	Phalombe	2010	0
235	Southern Region	Phalombe	2011	0
236	Southern Region	Phalombe	2012	0
237	Southern Region	Phalombe	2013	0
238	Southern Region	Phalombe	2014	0
239	Southern Region	Phalombe	2015	0
240	Southern Region	Phalombe	2016	0
241	Southern Region	Phalombe	2017	0
242	Southern Region	Phalombe	2018	0
243	Northern Region	Rumphi	2010	0
244	Northern Region	Rumphi	2011	0
245	Northern Region	Rumphi	2012	0
246	Northern Region	Rumphi	2013	0
247	Northern Region	Rumphi	2014	0
248	Northern Region	Rumphi	2015	0
249	Northern Region	Rumphi	2016	0
250	Northern Region	Rumphi	2017	0
251	Northern Region	Rumphi	2018	0
252	Central Region	Salima	2010	0.335071
253	Central Region	Salima	2011	0
254	Central Region	Salima	2012	0.535895
255	Central Region	Salima	2013	0.50138
256	Central Region	Salima	2014	0
257	Central Region	Salima	2015	0
258	Central Region	Salima	2016	0
259	Central Region	Salima	2017	0
260	Central Region	Salima	2018	0
261	Southern Region	Thyolo	2010	0
262	Southern Region	Thyolo	2011	0
263	Southern Region	Thyolo	2012	0
264	Southern Region	Thyolo	2013	0
265	Southern Region	Thyolo	2014	0
266	Southern Region	Thyolo	2015	0
267	Southern Region	Thyolo	2016	0
268	Southern Region	Thyolo	2017	0
269	Southern Region	Thyolo	2018	0
270	Southern Region	Zomba	2010	0
271	Southern Region	Zomba	2011	0
272	Southern Region	Zomba	2012	0
273	Southern Region	Zomba	2013	0
274	Southern Region	Zomba	2014	0
275	Southern Region	Zomba	2015	0
276	Southern Region	Zomba	2016	0
277	Southern Region	Zomba	2017	0
278	Southern Region	Zomba	2018	0
279	Southern Region	Zomba City	2010	0
280	Southern Region	Zomba City	2011	0
281	Southern Region	Zomba City	2012	0
282	Southern Region	Zomba City	2013	0
283	Southern Region	Zomba City	2014	0
284	Southern Region	Zomba City	2015	0
285	Southern Region	Zomba City	2016	0
286	Southern Region	Zomba City	2017	0
287	Southern Region	Zomba City	2018	0