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STL Decomposition.ipynb 100644
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ice_cream_interest.csv 100644
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month,interest
2004-01,13
2004-02,15
2004-03,17
2004-04,19
2004-05,22
2004-06,25
2004-07,27
2004-08,21
2004-09,18
2004-10,14
2004-11,15
2004-12,15
2005-01,14
2005-02,16
2005-03,16
2005-04,19
2005-05,23
2005-06,28
2005-07,29
2005-08,22
2005-09,17
2005-10,14
2005-11,15
2005-12,15
2006-01,14
2006-02,15
2006-03,16
2006-04,20
2006-05,24
2006-06,27
2006-07,34
2006-08,24
2006-09,20
2006-10,17
2006-11,16
2006-12,17
2007-01,16
2007-02,17
2007-03,19
2007-04,21
2007-05,25
2007-06,29
2007-07,30
2007-08,23
2007-09,19
2007-10,16
2007-11,15
2007-12,16
2008-01,16
2008-02,16
2008-03,17
2008-04,20
2008-05,25
2008-06,28
2008-07,28
2008-08,23
2008-09,18
2008-10,15
2008-11,15
2008-12,15
2009-01,15
2009-02,17
2009-03,19
2009-04,22
2009-05,26
2009-06,33
2009-07,35
2009-08,30
2009-09,24
2009-10,19
2009-11,21
2009-12,19
2010-01,18
2010-02,19
2010-03,20
2010-04,23
2010-05,28
2010-06,30
2010-07,36
2010-08,29
2010-09,23
2010-10,18
2010-11,17
2010-12,17
2011-01,24
2011-02,25
2011-03,25
2011-04,45
2011-05,35
2011-06,42
2011-07,46
2011-08,35
2011-09,30
2011-10,31
2011-11,28
2011-12,30
2012-01,30
2012-02,30
2012-03,36
2012-04,40
2012-05,47
2012-06,54
2012-07,55
2012-08,42
2012-09,31
2012-10,24
2012-11,23
2012-12,23
2013-01,25
2013-02,25
2013-03,28
2013-04,31
2013-05,39
2013-06,45
2013-07,49
2013-08,38
2013-09,28
2013-10,22
2013-11,21
2013-12,21
2014-01,24
2014-02,24
2014-03,28
2014-04,32
2014-05,39
2014-06,44
2014-07,51
2014-08,40
2014-09,29
2014-10,23
2014-11,22
2014-12,22
2015-01,25
2015-02,26
2015-03,33
2015-04,40
2015-05,44
2015-06,49
2015-07,57
2015-08,46
2015-09,34
2015-10,26
2015-11,26
2015-12,25
2016-01,30
2016-02,32
2016-03,38
2016-04,45
2016-05,52
2016-06,61
2016-07,73
2016-08,54
2016-09,41
2016-10,38
2016-11,46
2016-12,66
2017-01,35
2017-02,39
2017-03,45
2017-04,55
2017-05,60
2017-06,75
2017-07,90
2017-08,64
2017-09,48
2017-10,40
2017-11,36
2017-12,36
2018-01,39
2018-02,42
2018-03,52
2018-04,56
2018-05,71
2018-06,80
2018-07,89
2018-08,67
2018-09,50
2018-10,38
2018-11,35
2018-12,35
2019-01,41
2019-02,43
2019-03,53
2019-04,58
2019-05,66
2019-06,80
2019-07,100
2019-08,71
2019-09,52
2019-10,41
2019-11,37
2019-12,36
2020-01,43
2020-02,45
2020-03,46
2020-04,55
2020-05,71
2020-06,81
2020-07,90
2020-08,76
1 month interest
2 2004-01 13
3 2004-02 15
4 2004-03 17
5 2004-04 19
6 2004-05 22
7 2004-06 25
8 2004-07 27
9 2004-08 21
10 2004-09 18
11 2004-10 14
12 2004-11 15
13 2004-12 15
14 2005-01 14
15 2005-02 16
16 2005-03 16
17 2005-04 19
18 2005-05 23
19 2005-06 28
20 2005-07 29
21 2005-08 22
22 2005-09 17
23 2005-10 14
24 2005-11 15
25 2005-12 15
26 2006-01 14
27 2006-02 15
28 2006-03 16
29 2006-04 20
30 2006-05 24
31 2006-06 27
32 2006-07 34
33 2006-08 24
34 2006-09 20
35 2006-10 17
36 2006-11 16
37 2006-12 17
38 2007-01 16
39 2007-02 17
40 2007-03 19
41 2007-04 21
42 2007-05 25
43 2007-06 29
44 2007-07 30
45 2007-08 23
46 2007-09 19
47 2007-10 16
48 2007-11 15
49 2007-12 16
50 2008-01 16
51 2008-02 16
52 2008-03 17
53 2008-04 20
54 2008-05 25
55 2008-06 28
56 2008-07 28
57 2008-08 23
58 2008-09 18
59 2008-10 15
60 2008-11 15
61 2008-12 15
62 2009-01 15
63 2009-02 17
64 2009-03 19
65 2009-04 22
66 2009-05 26
67 2009-06 33
68 2009-07 35
69 2009-08 30
70 2009-09 24
71 2009-10 19
72 2009-11 21
73 2009-12 19
74 2010-01 18
75 2010-02 19
76 2010-03 20
77 2010-04 23
78 2010-05 28
79 2010-06 30
80 2010-07 36
81 2010-08 29
82 2010-09 23
83 2010-10 18
84 2010-11 17
85 2010-12 17
86 2011-01 24
87 2011-02 25
88 2011-03 25
89 2011-04 45
90 2011-05 35
91 2011-06 42
92 2011-07 46
93 2011-08 35
94 2011-09 30
95 2011-10 31
96 2011-11 28
97 2011-12 30
98 2012-01 30
99 2012-02 30
100 2012-03 36
101 2012-04 40
102 2012-05 47
103 2012-06 54
104 2012-07 55
105 2012-08 42
106 2012-09 31
107 2012-10 24
108 2012-11 23
109 2012-12 23
110 2013-01 25
111 2013-02 25
112 2013-03 28
113 2013-04 31
114 2013-05 39
115 2013-06 45
116 2013-07 49
117 2013-08 38
118 2013-09 28
119 2013-10 22
120 2013-11 21
121 2013-12 21
122 2014-01 24
123 2014-02 24
124 2014-03 28
125 2014-04 32
126 2014-05 39
127 2014-06 44
128 2014-07 51
129 2014-08 40
130 2014-09 29
131 2014-10 23
132 2014-11 22
133 2014-12 22
134 2015-01 25
135 2015-02 26
136 2015-03 33
137 2015-04 40
138 2015-05 44
139 2015-06 49
140 2015-07 57
141 2015-08 46
142 2015-09 34
143 2015-10 26
144 2015-11 26
145 2015-12 25
146 2016-01 30
147 2016-02 32
148 2016-03 38
149 2016-04 45
150 2016-05 52
151 2016-06 61
152 2016-07 73
153 2016-08 54
154 2016-09 41
155 2016-10 38
156 2016-11 46
157 2016-12 66
158 2017-01 35
159 2017-02 39
160 2017-03 45
161 2017-04 55
162 2017-05 60
163 2017-06 75
164 2017-07 90
165 2017-08 64
166 2017-09 48
167 2017-10 40
168 2017-11 36
169 2017-12 36
170 2018-01 39
171 2018-02 42
172 2018-03 52
173 2018-04 56
174 2018-05 71
175 2018-06 80
176 2018-07 89
177 2018-08 67
178 2018-09 50
179 2018-10 38
180 2018-11 35
181 2018-12 35
182 2019-01 41
183 2019-02 43
184 2019-03 53
185 2019-04 58
186 2019-05 66
187 2019-06 80
188 2019-07 100
189 2019-08 71
190 2019-09 52
191 2019-10 41
192 2019-11 37
193 2019-12 36
194 2020-01 43
195 2020-02 45
196 2020-03 46
197 2020-04 55
198 2020-05 71
199 2020-06 81
200 2020-07 90
201 2020-08 76