Загрузить файлы в «/»

This commit is contained in:
Степан Боровской 2025-05-16 12:22:17 +00:00
commit 09d6be26c5
3 changed files with 1115 additions and 0 deletions

12
README.md Normal file
View File

@ -0,0 +1,12 @@
Был установлен JupyterLab.
Проверена его работоспособность.
Выполнен предложенный в задании код, успешно.
Согласно заданию был изменен код, после чего был произведен его запуск и получены соответствующие результаты.
Были получены дополнительные данные и данные в виде таблицы.
Опробована работа с массивами (Ранее был ознакомлен с numpy, до практики).
Выполнена работа с массивами согласно написанная в задании.
Далее перешли к выполнению заданий с визуализацией данных.
Были построены графики при помощи библиотеки matplotlib.
Были построены графики при помощи библиотеки seaborn.
Произведена работа с tqdm.
Далее по заданию был скачан набор данных (температурная карта) и внесён в проект, затем были выполнены указанные в задании функции, были получены соответствующие результаты.

320
annual.csv Normal file
View File

@ -0,0 +1,320 @@
Source,Year,Mean
gcag,1850,-0.4177
gcag,1851,-0.2333
gcag,1852,-0.2294
gcag,1853,-0.2704
gcag,1854,-0.2915
gcag,1855,-0.2969
gcag,1856,-0.3204
gcag,1857,-0.4672
gcag,1858,-0.3888
gcag,1859,-0.2813
gcag,1860,-0.3902
gcag,1861,-0.4291
gcag,1862,-0.5364
gcag,1863,-0.3442
gcag,1864,-0.4655
gcag,1865,-0.3325
gcag,1866,-0.3413
gcag,1867,-0.357
gcag,1868,-0.3518
gcag,1869,-0.3166
gcag,1870,-0.3279
gcag,1871,-0.3686
gcag,1872,-0.3281
gcag,1873,-0.3413
gcag,1874,-0.3733
gcag,1875,-0.3756
gcag,1876,-0.4241
gcag,1877,-0.1011
gcag,1878,-0.0113
gcag,1879,-0.3036
GISTEMP,1880,-0.1725
gcag,1880,-0.3158
GISTEMP,1881,-0.0883
gcag,1881,-0.2322
GISTEMP,1882,-0.1067
gcag,1882,-0.2955
GISTEMP,1883,-0.1742
gcag,1883,-0.3465
GISTEMP,1884,-0.2808
gcag,1884,-0.4923
GISTEMP,1885,-0.3317
gcag,1885,-0.4711
GISTEMP,1886,-0.3158
gcag,1886,-0.4209
GISTEMP,1887,-0.3667
gcag,1887,-0.4988
GISTEMP,1888,-0.1758
gcag,1888,-0.3794
GISTEMP,1889,-0.1092
gcag,1889,-0.2499
GISTEMP,1890,-0.3558
gcag,1890,-0.5069
GISTEMP,1891,-0.2292
gcag,1891,-0.4013
GISTEMP,1892,-0.28
gcag,1892,-0.5076
GISTEMP,1893,-0.3192
gcag,1893,-0.4946
GISTEMP,1894,-0.3108
gcag,1894,-0.4838
GISTEMP,1895,-0.2392
gcag,1895,-0.4488
GISTEMP,1896,-0.12
gcag,1896,-0.284
GISTEMP,1897,-0.1175
gcag,1897,-0.2598
GISTEMP,1898,-0.2825
gcag,1898,-0.4858
GISTEMP,1899,-0.1825
gcag,1899,-0.3554
GISTEMP,1900,-0.0867
gcag,1900,-0.2345
GISTEMP,1901,-0.16
gcag,1901,-0.2934
GISTEMP,1902,-0.2858
gcag,1902,-0.439
GISTEMP,1903,-0.3767
gcag,1903,-0.5333
GISTEMP,1904,-0.4775
gcag,1904,-0.5975
GISTEMP,1905,-0.2683
gcag,1905,-0.4078
GISTEMP,1906,-0.2292
gcag,1906,-0.3191
GISTEMP,1907,-0.3933
gcag,1907,-0.5041
GISTEMP,1908,-0.43
gcag,1908,-0.5138
GISTEMP,1909,-0.4867
gcag,1909,-0.5357
GISTEMP,1910,-0.4408
gcag,1910,-0.5309
GISTEMP,1911,-0.45
gcag,1911,-0.5391
GISTEMP,1912,-0.3675
gcag,1912,-0.4755
GISTEMP,1913,-0.3492
gcag,1913,-0.467
GISTEMP,1914,-0.1567
gcag,1914,-0.2624
GISTEMP,1915,-0.1433
gcag,1915,-0.1917
GISTEMP,1916,-0.3617
gcag,1916,-0.42
GISTEMP,1917,-0.4617
gcag,1917,-0.5428
GISTEMP,1918,-0.2992
gcag,1918,-0.4244
GISTEMP,1919,-0.2783
gcag,1919,-0.3253
GISTEMP,1920,-0.275
gcag,1920,-0.2984
GISTEMP,1921,-0.1908
gcag,1921,-0.2404
GISTEMP,1922,-0.2842
gcag,1922,-0.339
GISTEMP,1923,-0.2658
gcag,1923,-0.3177
GISTEMP,1924,-0.2708
gcag,1924,-0.3118
GISTEMP,1925,-0.2225
gcag,1925,-0.2821
GISTEMP,1926,-0.1067
gcag,1926,-0.1226
GISTEMP,1927,-0.2175
gcag,1927,-0.2291
GISTEMP,1928,-0.2
gcag,1928,-0.2065
GISTEMP,1929,-0.3583
gcag,1929,-0.3924
GISTEMP,1930,-0.1575
gcag,1930,-0.1768
GISTEMP,1931,-0.0883
gcag,1931,-0.1034
GISTEMP,1932,-0.155
gcag,1932,-0.1455
GISTEMP,1933,-0.2817
gcag,1933,-0.3223
GISTEMP,1934,-0.1217
gcag,1934,-0.1743
GISTEMP,1935,-0.1967
gcag,1935,-0.2061
GISTEMP,1936,-0.1442
gcag,1936,-0.1695
GISTEMP,1937,-0.0275
gcag,1937,-0.0192
GISTEMP,1938,0.0008
gcag,1938,-0.0122
GISTEMP,1939,-0.0167
gcag,1939,-0.0408
GISTEMP,1940,0.125
gcag,1940,0.0759
GISTEMP,1941,0.1867
gcag,1941,0.0381
GISTEMP,1942,0.0675
gcag,1942,0.0014
GISTEMP,1943,0.0892
gcag,1943,0.0064
GISTEMP,1944,0.2033
gcag,1944,0.1441
GISTEMP,1945,0.0925
gcag,1945,0.0431
GISTEMP,1946,-0.0733
gcag,1946,-0.1188
GISTEMP,1947,-0.0275
gcag,1947,-0.0912
GISTEMP,1948,-0.1067
gcag,1948,-0.1247
GISTEMP,1949,-0.1092
gcag,1949,-0.1438
GISTEMP,1950,-0.1742
gcag,1950,-0.2266
GISTEMP,1951,-0.0683
gcag,1951,-0.0612
GISTEMP,1952,0.01
gcag,1952,0.0154
GISTEMP,1953,0.0792
gcag,1953,0.0776
GISTEMP,1954,-0.1333
gcag,1954,-0.1168
GISTEMP,1955,-0.1408
gcag,1955,-0.1973
GISTEMP,1956,-0.1892
gcag,1956,-0.2632
GISTEMP,1957,0.0483
gcag,1957,-0.0353
GISTEMP,1958,0.0617
gcag,1958,-0.0176
GISTEMP,1959,0.0308
gcag,1959,-0.048
GISTEMP,1960,-0.025
gcag,1960,-0.1155
GISTEMP,1961,0.0575
gcag,1961,-0.02
GISTEMP,1962,0.0308
gcag,1962,-0.064
GISTEMP,1963,0.0542
gcag,1963,-0.0368
GISTEMP,1964,-0.1992
gcag,1964,-0.3059
GISTEMP,1965,-0.1067
gcag,1965,-0.2044
GISTEMP,1966,-0.0575
gcag,1966,-0.1489
GISTEMP,1967,-0.0242
gcag,1967,-0.1175
GISTEMP,1968,-0.0842
gcag,1968,-0.1686
GISTEMP,1969,0.0517
gcag,1969,-0.0314
GISTEMP,1970,0.0258
gcag,1970,-0.0851
GISTEMP,1971,-0.0808
gcag,1971,-0.2059
GISTEMP,1972,0.0083
gcag,1972,-0.0938
GISTEMP,1973,0.16
gcag,1973,0.05
GISTEMP,1974,-0.0708
gcag,1974,-0.1725
GISTEMP,1975,-0.0133
gcag,1975,-0.1108
GISTEMP,1976,-0.0992
gcag,1976,-0.2158
GISTEMP,1977,0.1775
gcag,1977,0.1031
GISTEMP,1978,0.0683
gcag,1978,0.0053
GISTEMP,1979,0.1658
gcag,1979,0.0909
GISTEMP,1980,0.2558
gcag,1980,0.1961
GISTEMP,1981,0.3225
gcag,1981,0.25
GISTEMP,1982,0.1367
gcag,1982,0.0343
GISTEMP,1983,0.3117
gcag,1983,0.2238
GISTEMP,1984,0.155
gcag,1984,0.048
GISTEMP,1985,0.1158
gcag,1985,0.0497
GISTEMP,1986,0.18
gcag,1986,0.0957
GISTEMP,1987,0.3192
gcag,1987,0.243
GISTEMP,1988,0.3858
gcag,1988,0.2822
GISTEMP,1989,0.2717
gcag,1989,0.1793
GISTEMP,1990,0.445
gcag,1990,0.3606
GISTEMP,1991,0.4033
gcag,1991,0.3389
GISTEMP,1992,0.22
gcag,1992,0.1249
GISTEMP,1993,0.23
gcag,1993,0.1657
GISTEMP,1994,0.3133
gcag,1994,0.2335
GISTEMP,1995,0.4442
gcag,1995,0.3769
GISTEMP,1996,0.3283
gcag,1996,0.2767
GISTEMP,1997,0.4633
gcag,1997,0.4223
GISTEMP,1998,0.605
gcag,1998,0.5773
GISTEMP,1999,0.38
gcag,1999,0.3245
GISTEMP,2000,0.3917
gcag,2000,0.3311
GISTEMP,2001,0.5325
gcag,2001,0.4893
GISTEMP,2002,0.6267
gcag,2002,0.5435
GISTEMP,2003,0.6167
gcag,2003,0.5442
GISTEMP,2004,0.5325
gcag,2004,0.4674
GISTEMP,2005,0.675
gcag,2005,0.6069
GISTEMP,2006,0.6375
gcag,2006,0.5726
GISTEMP,2007,0.6608
gcag,2007,0.5917
GISTEMP,2008,0.5433
gcag,2008,0.4656
GISTEMP,2009,0.655
gcag,2009,0.5968
GISTEMP,2010,0.7233
gcag,2010,0.6804
GISTEMP,2011,0.6058
gcag,2011,0.5377
GISTEMP,2012,0.6433
gcag,2012,0.5776
GISTEMP,2013,0.6733
gcag,2013,0.6236
GISTEMP,2014,0.7458
gcag,2014,0.6729
GISTEMP,2015,0.8975
gcag,2015,0.8251
GISTEMP,2016,1.0133
gcag,2016,0.9329
GISTEMP,2017,0.92
gcag,2017,0.8452
GISTEMP,2018,0.8475
gcag,2018,0.7627
GISTEMP,2019,0.9758
gcag,2019,0.8911
GISTEMP,2020,1.0092
gcag,2020,0.9229
GISTEMP,2021,0.8483
gcag,2021,0.7619
GISTEMP,2022,0.8933
gcag,2022,0.8013
GISTEMP,2023,1.1692
gcag,2023,1.1003
gcag,2024,1.1755
1 Source Year Mean
2 gcag 1850 -0.4177
3 gcag 1851 -0.2333
4 gcag 1852 -0.2294
5 gcag 1853 -0.2704
6 gcag 1854 -0.2915
7 gcag 1855 -0.2969
8 gcag 1856 -0.3204
9 gcag 1857 -0.4672
10 gcag 1858 -0.3888
11 gcag 1859 -0.2813
12 gcag 1860 -0.3902
13 gcag 1861 -0.4291
14 gcag 1862 -0.5364
15 gcag 1863 -0.3442
16 gcag 1864 -0.4655
17 gcag 1865 -0.3325
18 gcag 1866 -0.3413
19 gcag 1867 -0.357
20 gcag 1868 -0.3518
21 gcag 1869 -0.3166
22 gcag 1870 -0.3279
23 gcag 1871 -0.3686
24 gcag 1872 -0.3281
25 gcag 1873 -0.3413
26 gcag 1874 -0.3733
27 gcag 1875 -0.3756
28 gcag 1876 -0.4241
29 gcag 1877 -0.1011
30 gcag 1878 -0.0113
31 gcag 1879 -0.3036
32 GISTEMP 1880 -0.1725
33 gcag 1880 -0.3158
34 GISTEMP 1881 -0.0883
35 gcag 1881 -0.2322
36 GISTEMP 1882 -0.1067
37 gcag 1882 -0.2955
38 GISTEMP 1883 -0.1742
39 gcag 1883 -0.3465
40 GISTEMP 1884 -0.2808
41 gcag 1884 -0.4923
42 GISTEMP 1885 -0.3317
43 gcag 1885 -0.4711
44 GISTEMP 1886 -0.3158
45 gcag 1886 -0.4209
46 GISTEMP 1887 -0.3667
47 gcag 1887 -0.4988
48 GISTEMP 1888 -0.1758
49 gcag 1888 -0.3794
50 GISTEMP 1889 -0.1092
51 gcag 1889 -0.2499
52 GISTEMP 1890 -0.3558
53 gcag 1890 -0.5069
54 GISTEMP 1891 -0.2292
55 gcag 1891 -0.4013
56 GISTEMP 1892 -0.28
57 gcag 1892 -0.5076
58 GISTEMP 1893 -0.3192
59 gcag 1893 -0.4946
60 GISTEMP 1894 -0.3108
61 gcag 1894 -0.4838
62 GISTEMP 1895 -0.2392
63 gcag 1895 -0.4488
64 GISTEMP 1896 -0.12
65 gcag 1896 -0.284
66 GISTEMP 1897 -0.1175
67 gcag 1897 -0.2598
68 GISTEMP 1898 -0.2825
69 gcag 1898 -0.4858
70 GISTEMP 1899 -0.1825
71 gcag 1899 -0.3554
72 GISTEMP 1900 -0.0867
73 gcag 1900 -0.2345
74 GISTEMP 1901 -0.16
75 gcag 1901 -0.2934
76 GISTEMP 1902 -0.2858
77 gcag 1902 -0.439
78 GISTEMP 1903 -0.3767
79 gcag 1903 -0.5333
80 GISTEMP 1904 -0.4775
81 gcag 1904 -0.5975
82 GISTEMP 1905 -0.2683
83 gcag 1905 -0.4078
84 GISTEMP 1906 -0.2292
85 gcag 1906 -0.3191
86 GISTEMP 1907 -0.3933
87 gcag 1907 -0.5041
88 GISTEMP 1908 -0.43
89 gcag 1908 -0.5138
90 GISTEMP 1909 -0.4867
91 gcag 1909 -0.5357
92 GISTEMP 1910 -0.4408
93 gcag 1910 -0.5309
94 GISTEMP 1911 -0.45
95 gcag 1911 -0.5391
96 GISTEMP 1912 -0.3675
97 gcag 1912 -0.4755
98 GISTEMP 1913 -0.3492
99 gcag 1913 -0.467
100 GISTEMP 1914 -0.1567
101 gcag 1914 -0.2624
102 GISTEMP 1915 -0.1433
103 gcag 1915 -0.1917
104 GISTEMP 1916 -0.3617
105 gcag 1916 -0.42
106 GISTEMP 1917 -0.4617
107 gcag 1917 -0.5428
108 GISTEMP 1918 -0.2992
109 gcag 1918 -0.4244
110 GISTEMP 1919 -0.2783
111 gcag 1919 -0.3253
112 GISTEMP 1920 -0.275
113 gcag 1920 -0.2984
114 GISTEMP 1921 -0.1908
115 gcag 1921 -0.2404
116 GISTEMP 1922 -0.2842
117 gcag 1922 -0.339
118 GISTEMP 1923 -0.2658
119 gcag 1923 -0.3177
120 GISTEMP 1924 -0.2708
121 gcag 1924 -0.3118
122 GISTEMP 1925 -0.2225
123 gcag 1925 -0.2821
124 GISTEMP 1926 -0.1067
125 gcag 1926 -0.1226
126 GISTEMP 1927 -0.2175
127 gcag 1927 -0.2291
128 GISTEMP 1928 -0.2
129 gcag 1928 -0.2065
130 GISTEMP 1929 -0.3583
131 gcag 1929 -0.3924
132 GISTEMP 1930 -0.1575
133 gcag 1930 -0.1768
134 GISTEMP 1931 -0.0883
135 gcag 1931 -0.1034
136 GISTEMP 1932 -0.155
137 gcag 1932 -0.1455
138 GISTEMP 1933 -0.2817
139 gcag 1933 -0.3223
140 GISTEMP 1934 -0.1217
141 gcag 1934 -0.1743
142 GISTEMP 1935 -0.1967
143 gcag 1935 -0.2061
144 GISTEMP 1936 -0.1442
145 gcag 1936 -0.1695
146 GISTEMP 1937 -0.0275
147 gcag 1937 -0.0192
148 GISTEMP 1938 0.0008
149 gcag 1938 -0.0122
150 GISTEMP 1939 -0.0167
151 gcag 1939 -0.0408
152 GISTEMP 1940 0.125
153 gcag 1940 0.0759
154 GISTEMP 1941 0.1867
155 gcag 1941 0.0381
156 GISTEMP 1942 0.0675
157 gcag 1942 0.0014
158 GISTEMP 1943 0.0892
159 gcag 1943 0.0064
160 GISTEMP 1944 0.2033
161 gcag 1944 0.1441
162 GISTEMP 1945 0.0925
163 gcag 1945 0.0431
164 GISTEMP 1946 -0.0733
165 gcag 1946 -0.1188
166 GISTEMP 1947 -0.0275
167 gcag 1947 -0.0912
168 GISTEMP 1948 -0.1067
169 gcag 1948 -0.1247
170 GISTEMP 1949 -0.1092
171 gcag 1949 -0.1438
172 GISTEMP 1950 -0.1742
173 gcag 1950 -0.2266
174 GISTEMP 1951 -0.0683
175 gcag 1951 -0.0612
176 GISTEMP 1952 0.01
177 gcag 1952 0.0154
178 GISTEMP 1953 0.0792
179 gcag 1953 0.0776
180 GISTEMP 1954 -0.1333
181 gcag 1954 -0.1168
182 GISTEMP 1955 -0.1408
183 gcag 1955 -0.1973
184 GISTEMP 1956 -0.1892
185 gcag 1956 -0.2632
186 GISTEMP 1957 0.0483
187 gcag 1957 -0.0353
188 GISTEMP 1958 0.0617
189 gcag 1958 -0.0176
190 GISTEMP 1959 0.0308
191 gcag 1959 -0.048
192 GISTEMP 1960 -0.025
193 gcag 1960 -0.1155
194 GISTEMP 1961 0.0575
195 gcag 1961 -0.02
196 GISTEMP 1962 0.0308
197 gcag 1962 -0.064
198 GISTEMP 1963 0.0542
199 gcag 1963 -0.0368
200 GISTEMP 1964 -0.1992
201 gcag 1964 -0.3059
202 GISTEMP 1965 -0.1067
203 gcag 1965 -0.2044
204 GISTEMP 1966 -0.0575
205 gcag 1966 -0.1489
206 GISTEMP 1967 -0.0242
207 gcag 1967 -0.1175
208 GISTEMP 1968 -0.0842
209 gcag 1968 -0.1686
210 GISTEMP 1969 0.0517
211 gcag 1969 -0.0314
212 GISTEMP 1970 0.0258
213 gcag 1970 -0.0851
214 GISTEMP 1971 -0.0808
215 gcag 1971 -0.2059
216 GISTEMP 1972 0.0083
217 gcag 1972 -0.0938
218 GISTEMP 1973 0.16
219 gcag 1973 0.05
220 GISTEMP 1974 -0.0708
221 gcag 1974 -0.1725
222 GISTEMP 1975 -0.0133
223 gcag 1975 -0.1108
224 GISTEMP 1976 -0.0992
225 gcag 1976 -0.2158
226 GISTEMP 1977 0.1775
227 gcag 1977 0.1031
228 GISTEMP 1978 0.0683
229 gcag 1978 0.0053
230 GISTEMP 1979 0.1658
231 gcag 1979 0.0909
232 GISTEMP 1980 0.2558
233 gcag 1980 0.1961
234 GISTEMP 1981 0.3225
235 gcag 1981 0.25
236 GISTEMP 1982 0.1367
237 gcag 1982 0.0343
238 GISTEMP 1983 0.3117
239 gcag 1983 0.2238
240 GISTEMP 1984 0.155
241 gcag 1984 0.048
242 GISTEMP 1985 0.1158
243 gcag 1985 0.0497
244 GISTEMP 1986 0.18
245 gcag 1986 0.0957
246 GISTEMP 1987 0.3192
247 gcag 1987 0.243
248 GISTEMP 1988 0.3858
249 gcag 1988 0.2822
250 GISTEMP 1989 0.2717
251 gcag 1989 0.1793
252 GISTEMP 1990 0.445
253 gcag 1990 0.3606
254 GISTEMP 1991 0.4033
255 gcag 1991 0.3389
256 GISTEMP 1992 0.22
257 gcag 1992 0.1249
258 GISTEMP 1993 0.23
259 gcag 1993 0.1657
260 GISTEMP 1994 0.3133
261 gcag 1994 0.2335
262 GISTEMP 1995 0.4442
263 gcag 1995 0.3769
264 GISTEMP 1996 0.3283
265 gcag 1996 0.2767
266 GISTEMP 1997 0.4633
267 gcag 1997 0.4223
268 GISTEMP 1998 0.605
269 gcag 1998 0.5773
270 GISTEMP 1999 0.38
271 gcag 1999 0.3245
272 GISTEMP 2000 0.3917
273 gcag 2000 0.3311
274 GISTEMP 2001 0.5325
275 gcag 2001 0.4893
276 GISTEMP 2002 0.6267
277 gcag 2002 0.5435
278 GISTEMP 2003 0.6167
279 gcag 2003 0.5442
280 GISTEMP 2004 0.5325
281 gcag 2004 0.4674
282 GISTEMP 2005 0.675
283 gcag 2005 0.6069
284 GISTEMP 2006 0.6375
285 gcag 2006 0.5726
286 GISTEMP 2007 0.6608
287 gcag 2007 0.5917
288 GISTEMP 2008 0.5433
289 gcag 2008 0.4656
290 GISTEMP 2009 0.655
291 gcag 2009 0.5968
292 GISTEMP 2010 0.7233
293 gcag 2010 0.6804
294 GISTEMP 2011 0.6058
295 gcag 2011 0.5377
296 GISTEMP 2012 0.6433
297 gcag 2012 0.5776
298 GISTEMP 2013 0.6733
299 gcag 2013 0.6236
300 GISTEMP 2014 0.7458
301 gcag 2014 0.6729
302 GISTEMP 2015 0.8975
303 gcag 2015 0.8251
304 GISTEMP 2016 1.0133
305 gcag 2016 0.9329
306 GISTEMP 2017 0.92
307 gcag 2017 0.8452
308 GISTEMP 2018 0.8475
309 gcag 2018 0.7627
310 GISTEMP 2019 0.9758
311 gcag 2019 0.8911
312 GISTEMP 2020 1.0092
313 gcag 2020 0.9229
314 GISTEMP 2021 0.8483
315 gcag 2021 0.7619
316 GISTEMP 2022 0.8933
317 gcag 2022 0.8013
318 GISTEMP 2023 1.1692
319 gcag 2023 1.1003
320 gcag 2024 1.1755

783
week2_analysis.ipynb Normal file

File diff suppressed because one or more lines are too long