Commit
•
38115ac
1
Parent(s):
77f6ae5
Upload 3 files
Browse files- Rain_Forecast.csv +505 -0
- Rain_Forecast.py +21 -0
- rain_forecast_model.pkl +3 -0
Rain_Forecast.csv
ADDED
@@ -0,0 +1,505 @@
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1 |
+
Date,Precipitation
|
2 |
+
1981-01-01,0.0
|
3 |
+
1981-02-01,0.0
|
4 |
+
1981-03-01,0.0
|
5 |
+
1981-04-01,0.0
|
6 |
+
1981-05-01,0.0
|
7 |
+
1981-06-01,0.0
|
8 |
+
1981-07-01,5.27
|
9 |
+
1981-08-01,5.27
|
10 |
+
1981-09-01,5.27
|
11 |
+
1981-10-01,0.0
|
12 |
+
1981-11-01,0.0
|
13 |
+
1981-12-01,0.0
|
14 |
+
1982-01-01,0.0
|
15 |
+
1982-02-01,0.0
|
16 |
+
1982-03-01,0.0
|
17 |
+
1982-04-01,0.0
|
18 |
+
1982-05-01,5.27
|
19 |
+
1982-06-01,0.0
|
20 |
+
1982-07-01,5.27
|
21 |
+
1982-08-01,0.0
|
22 |
+
1982-09-01,5.27
|
23 |
+
1982-10-01,5.27
|
24 |
+
1982-11-01,0.0
|
25 |
+
1982-12-01,0.0
|
26 |
+
1983-01-01,0.0
|
27 |
+
1983-02-01,0.0
|
28 |
+
1983-03-01,0.0
|
29 |
+
1983-04-01,0.0
|
30 |
+
1983-05-01,0.0
|
31 |
+
1983-06-01,0.0
|
32 |
+
1983-07-01,0.0
|
33 |
+
1983-08-01,5.27
|
34 |
+
1983-09-01,5.27
|
35 |
+
1983-10-01,0.0
|
36 |
+
1983-11-01,0.0
|
37 |
+
1983-12-01,0.0
|
38 |
+
1984-01-01,0.0
|
39 |
+
1984-02-01,0.0
|
40 |
+
1984-03-01,0.0
|
41 |
+
1984-04-01,0.0
|
42 |
+
1984-05-01,0.0
|
43 |
+
1984-06-01,0.0
|
44 |
+
1984-07-01,5.27
|
45 |
+
1984-08-01,0.0
|
46 |
+
1984-09-01,5.27
|
47 |
+
1984-10-01,5.27
|
48 |
+
1984-11-01,0.0
|
49 |
+
1984-12-01,0.0
|
50 |
+
1985-01-01,0.0
|
51 |
+
1985-02-01,0.0
|
52 |
+
1985-03-01,0.0
|
53 |
+
1985-04-01,0.0
|
54 |
+
1985-05-01,0.0
|
55 |
+
1985-06-01,0.0
|
56 |
+
1985-07-01,5.27
|
57 |
+
1985-08-01,0.0
|
58 |
+
1985-09-01,0.0
|
59 |
+
1985-10-01,0.0
|
60 |
+
1985-11-01,0.0
|
61 |
+
1985-12-01,0.0
|
62 |
+
1986-01-01,0.0
|
63 |
+
1986-02-01,0.0
|
64 |
+
1986-03-01,0.0
|
65 |
+
1986-04-01,0.0
|
66 |
+
1986-05-01,0.0
|
67 |
+
1986-06-01,5.27
|
68 |
+
1986-07-01,0.0
|
69 |
+
1986-08-01,5.27
|
70 |
+
1986-09-01,5.27
|
71 |
+
1986-10-01,0.0
|
72 |
+
1986-11-01,0.0
|
73 |
+
1986-12-01,0.0
|
74 |
+
1987-01-01,0.0
|
75 |
+
1987-02-01,0.0
|
76 |
+
1987-03-01,0.0
|
77 |
+
1987-04-01,0.0
|
78 |
+
1987-05-01,0.0
|
79 |
+
1987-06-01,0.0
|
80 |
+
1987-07-01,0.0
|
81 |
+
1987-08-01,5.27
|
82 |
+
1987-09-01,5.27
|
83 |
+
1987-10-01,5.27
|
84 |
+
1987-11-01,0.0
|
85 |
+
1987-12-01,0.0
|
86 |
+
1988-01-01,0.0
|
87 |
+
1988-02-01,0.0
|
88 |
+
1988-03-01,0.0
|
89 |
+
1988-04-01,0.0
|
90 |
+
1988-05-01,0.0
|
91 |
+
1988-06-01,0.0
|
92 |
+
1988-07-01,5.27
|
93 |
+
1988-08-01,5.27
|
94 |
+
1988-09-01,5.27
|
95 |
+
1988-10-01,0.0
|
96 |
+
1988-11-01,0.0
|
97 |
+
1988-12-01,0.0
|
98 |
+
1989-01-01,0.0
|
99 |
+
1989-02-01,0.0
|
100 |
+
1989-03-01,0.0
|
101 |
+
1989-04-01,0.0
|
102 |
+
1989-05-01,0.0
|
103 |
+
1989-06-01,0.0
|
104 |
+
1989-07-01,5.27
|
105 |
+
1989-08-01,0.0
|
106 |
+
1989-09-01,5.27
|
107 |
+
1989-10-01,0.0
|
108 |
+
1989-11-01,0.0
|
109 |
+
1989-12-01,0.0
|
110 |
+
1990-01-01,0.0
|
111 |
+
1990-02-01,0.0
|
112 |
+
1990-03-01,0.0
|
113 |
+
1990-04-01,0.0
|
114 |
+
1990-05-01,0.0
|
115 |
+
1990-06-01,0.0
|
116 |
+
1990-07-01,0.0
|
117 |
+
1990-08-01,0.0
|
118 |
+
1990-09-01,0.0
|
119 |
+
1990-10-01,0.0
|
120 |
+
1990-11-01,0.0
|
121 |
+
1990-12-01,0.0
|
122 |
+
1991-01-01,0.0
|
123 |
+
1991-02-01,0.0
|
124 |
+
1991-03-01,0.0
|
125 |
+
1991-04-01,0.0
|
126 |
+
1991-05-01,0.0
|
127 |
+
1991-06-01,5.27
|
128 |
+
1991-07-01,5.27
|
129 |
+
1991-08-01,0.0
|
130 |
+
1991-09-01,5.27
|
131 |
+
1991-10-01,0.0
|
132 |
+
1991-11-01,0.0
|
133 |
+
1991-12-01,0.0
|
134 |
+
1992-01-01,0.0
|
135 |
+
1992-02-01,0.0
|
136 |
+
1992-03-01,0.0
|
137 |
+
1992-04-01,0.0
|
138 |
+
1992-05-01,0.0
|
139 |
+
1992-06-01,5.27
|
140 |
+
1992-07-01,0.0
|
141 |
+
1992-08-01,0.0
|
142 |
+
1992-09-01,0.0
|
143 |
+
1992-10-01,5.27
|
144 |
+
1992-11-01,5.27
|
145 |
+
1992-12-01,0.0
|
146 |
+
1993-01-01,0.0
|
147 |
+
1993-02-01,0.0
|
148 |
+
1993-03-01,0.0
|
149 |
+
1993-04-01,0.0
|
150 |
+
1993-05-01,0.0
|
151 |
+
1993-06-01,0.0
|
152 |
+
1993-07-01,5.27
|
153 |
+
1993-08-01,0.0
|
154 |
+
1993-09-01,0.0
|
155 |
+
1993-10-01,5.27
|
156 |
+
1993-11-01,0.0
|
157 |
+
1993-12-01,0.0
|
158 |
+
1994-01-01,0.0
|
159 |
+
1994-02-01,0.0
|
160 |
+
1994-03-01,0.0
|
161 |
+
1994-04-01,5.27
|
162 |
+
1994-05-01,0.0
|
163 |
+
1994-06-01,0.0
|
164 |
+
1994-07-01,5.27
|
165 |
+
1994-08-01,5.27
|
166 |
+
1994-09-01,0.0
|
167 |
+
1994-10-01,5.27
|
168 |
+
1994-11-01,0.0
|
169 |
+
1994-12-01,0.0
|
170 |
+
1995-01-01,0.0
|
171 |
+
1995-02-01,0.0
|
172 |
+
1995-03-01,0.0
|
173 |
+
1995-04-01,0.0
|
174 |
+
1995-05-01,5.27
|
175 |
+
1995-06-01,0.0
|
176 |
+
1995-07-01,5.27
|
177 |
+
1995-08-01,0.0
|
178 |
+
1995-09-01,0.0
|
179 |
+
1995-10-01,0.0
|
180 |
+
1995-11-01,0.0
|
181 |
+
1995-12-01,0.0
|
182 |
+
1996-01-01,0.0
|
183 |
+
1996-02-01,0.0
|
184 |
+
1996-03-01,0.0
|
185 |
+
1996-04-01,0.0
|
186 |
+
1996-05-01,0.0
|
187 |
+
1996-06-01,5.27
|
188 |
+
1996-07-01,0.0
|
189 |
+
1996-08-01,5.27
|
190 |
+
1996-09-01,5.27
|
191 |
+
1996-10-01,5.27
|
192 |
+
1996-11-01,0.0
|
193 |
+
1996-12-01,0.0
|
194 |
+
1997-01-01,0.0
|
195 |
+
1997-02-01,0.0
|
196 |
+
1997-03-01,0.0
|
197 |
+
1997-04-01,0.0
|
198 |
+
1997-05-01,0.0
|
199 |
+
1997-06-01,5.27
|
200 |
+
1997-07-01,0.0
|
201 |
+
1997-08-01,0.0
|
202 |
+
1997-09-01,0.0
|
203 |
+
1997-10-01,0.0
|
204 |
+
1997-11-01,0.0
|
205 |
+
1997-12-01,0.0
|
206 |
+
1998-01-01,0.0
|
207 |
+
1998-02-01,0.0
|
208 |
+
1998-03-01,0.0
|
209 |
+
1998-04-01,0.0
|
210 |
+
1998-05-01,0.0
|
211 |
+
1998-06-01,0.0
|
212 |
+
1998-07-01,0.0
|
213 |
+
1998-08-01,5.27
|
214 |
+
1998-09-01,5.27
|
215 |
+
1998-10-01,0.0
|
216 |
+
1998-11-01,0.0
|
217 |
+
1998-12-01,0.0
|
218 |
+
1999-01-01,0.0
|
219 |
+
1999-02-01,0.0
|
220 |
+
1999-03-01,0.0
|
221 |
+
1999-04-01,0.0
|
222 |
+
1999-05-01,0.0
|
223 |
+
1999-06-01,0.0
|
224 |
+
1999-07-01,0.0
|
225 |
+
1999-08-01,0.0
|
226 |
+
1999-09-01,0.0
|
227 |
+
1999-10-01,5.27
|
228 |
+
1999-11-01,0.0
|
229 |
+
1999-12-01,0.0
|
230 |
+
2000-01-01,0.0
|
231 |
+
2000-02-01,0.0
|
232 |
+
2000-03-01,0.0
|
233 |
+
2000-04-01,0.0
|
234 |
+
2000-05-01,0.0
|
235 |
+
2000-06-01,5.27
|
236 |
+
2000-07-01,5.27
|
237 |
+
2000-08-01,5.27
|
238 |
+
2000-09-01,5.27
|
239 |
+
2000-10-01,0.0
|
240 |
+
2000-11-01,0.0
|
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Rain_Forecast.py
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import pandas as pd
|
2 |
+
import numpy as np
|
3 |
+
import matplotlib.pyplot as plt
|
4 |
+
import seaborn as sns
|
5 |
+
import streamlit as st
|
6 |
+
import warnings
|
7 |
+
warnings.filterwarnings("ignore")
|
8 |
+
|
9 |
+
@st.cache_data
|
10 |
+
def datu():
|
11 |
+
return pd.read_csv("Rain_Forecast.csv")
|
12 |
+
data = datu()
|
13 |
+
data = data.set_index(data.Date)
|
14 |
+
data.drop(columns = ["Date"], inplace = True)
|
15 |
+
|
16 |
+
train = data.iloc[200:]
|
17 |
+
|
18 |
+
from statsmodels.tsa.statespace.sarimax import SARIMAX
|
19 |
+
|
20 |
+
forecast_model=SARIMAX(train,order=(1,1,1),seasonal_order=(1,1,1,12))
|
21 |
+
forecast_model=forecast_model.fit()
|
rain_forecast_model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bac2ab5fc2172712220ea1b0ee0bf5ba72ab370836548c6ce87848ac98768a0a
|
3 |
+
size 34099749
|