diff --git a/M3N1_intro_to_cloud_pandas.ipynb b/M3N1_intro_to_cloud_pandas.ipynb index 90feb17..4ba81b8 100644 --- a/M3N1_intro_to_cloud_pandas.ipynb +++ b/M3N1_intro_to_cloud_pandas.ipynb @@ -328,7 +328,7 @@ " ...\n", " \n", " \n", - " 766978\n", + " 767053\n", " ZI000067983\n", " -20.2000\n", " 32.6160\n", @@ -337,7 +337,7 @@ " 2025\n", " \n", " \n", - " 766979\n", + " 767054\n", " ZI000067983\n", " -20.2000\n", " 32.6160\n", @@ -346,7 +346,7 @@ " 2025\n", " \n", " \n", - " 766980\n", + " 767055\n", " ZI000067991\n", " -22.2170\n", " 30.0000\n", @@ -355,7 +355,7 @@ " 1990\n", " \n", " \n", - " 766981\n", + " 767056\n", " ZI000067991\n", " -22.2170\n", " 30.0000\n", @@ -364,7 +364,7 @@ " 1990\n", " \n", " \n", - " 766982\n", + " 767057\n", " ZI000067991\n", " -22.2170\n", " 30.0000\n", @@ -374,7 +374,7 @@ " \n", " \n", "\n", - "

766983 rows × 6 columns

\n", + "

767058 rows × 6 columns

\n", "" ], "text/plain": [ @@ -385,13 +385,13 @@ "3 ACW00011604 17.1167 -61.7833 SNOW 1949 1949\n", "4 ACW00011604 17.1167 -61.7833 SNWD 1949 1949\n", "... ... ... ... ... ... ...\n", - "766978 ZI000067983 -20.2000 32.6160 PRCP 1951 2025\n", - "766979 ZI000067983 -20.2000 32.6160 TAVG 1962 2025\n", - "766980 ZI000067991 -22.2170 30.0000 TMAX 1951 1990\n", - "766981 ZI000067991 -22.2170 30.0000 TMIN 1951 1990\n", - "766982 ZI000067991 -22.2170 30.0000 PRCP 1951 1990\n", + "767053 ZI000067983 -20.2000 32.6160 PRCP 1951 2025\n", + "767054 ZI000067983 -20.2000 32.6160 TAVG 1962 2025\n", + "767055 ZI000067991 -22.2170 30.0000 TMAX 1951 1990\n", + "767056 ZI000067991 -22.2170 30.0000 TMIN 1951 1990\n", + "767057 ZI000067991 -22.2170 30.0000 PRCP 1951 1990\n", "\n", - "[766983 rows x 6 columns]" + "[767058 rows x 6 columns]" ] }, "execution_count": 2, @@ -551,7 +551,7 @@ " ...\n", " \n", " \n", - " 767015\n", + " 767089\n", " ZI000067983\n", " -20.2000\n", " 32.6160\n", @@ -567,7 +567,7 @@ " 2025.0\n", " \n", " \n", - " 767016\n", + " 767090\n", " ZI000067983\n", " -20.2000\n", " 32.6160\n", @@ -583,7 +583,7 @@ " 2025.0\n", " \n", " \n", - " 767017\n", + " 767091\n", " ZI000067991\n", " -22.2170\n", " 30.0000\n", @@ -599,7 +599,7 @@ " 1990.0\n", " \n", " \n", - " 767018\n", + " 767092\n", " ZI000067991\n", " -22.2170\n", " 30.0000\n", @@ -615,7 +615,7 @@ " 1990.0\n", " \n", " \n", - " 767019\n", + " 767093\n", " ZI000067991\n", " -22.2170\n", " 30.0000\n", @@ -632,7 +632,7 @@ " \n", " \n", "\n", - "

767020 rows × 13 columns

\n", + "

767094 rows × 13 columns

\n", "" ], "text/plain": [ @@ -643,11 +643,11 @@ "3 ACW00011604 17.1167 -61.7833 10.1 NaN ST JOHNS COOLIDGE FLD \n", "4 ACW00011604 17.1167 -61.7833 10.1 NaN ST JOHNS COOLIDGE FLD \n", "... ... ... ... ... ... ... \n", - "767015 ZI000067983 -20.2000 32.6160 1132.0 NaN CHIPINGE \n", - "767016 ZI000067983 -20.2000 32.6160 1132.0 NaN CHIPINGE \n", - "767017 ZI000067991 -22.2170 30.0000 457.0 NaN BEITBRIDGE \n", - "767018 ZI000067991 -22.2170 30.0000 457.0 NaN BEITBRIDGE \n", - "767019 ZI000067991 -22.2170 30.0000 457.0 NaN BEITBRIDGE \n", + "767089 ZI000067983 -20.2000 32.6160 1132.0 NaN CHIPINGE \n", + "767090 ZI000067983 -20.2000 32.6160 1132.0 NaN CHIPINGE \n", + "767091 ZI000067991 -22.2170 30.0000 457.0 NaN BEITBRIDGE \n", + "767092 ZI000067991 -22.2170 30.0000 457.0 NaN BEITBRIDGE \n", + "767093 ZI000067991 -22.2170 30.0000 457.0 NaN BEITBRIDGE \n", "\n", " GSN WBAN LAT_y LON_y ELEM TiMIN TiMAX \n", "0 NaN NaN 17.1167 -61.7833 TMAX 1949.0 1949.0 \n", @@ -656,13 +656,13 @@ "3 NaN NaN 17.1167 -61.7833 SNOW 1949.0 1949.0 \n", "4 NaN NaN 17.1167 -61.7833 SNWD 1949.0 1949.0 \n", "... ... ... ... ... ... ... ... \n", - "767015 GSN 67983.0 -20.2000 32.6160 PRCP 1951.0 2025.0 \n", - "767016 GSN 67983.0 -20.2000 32.6160 TAVG 1962.0 2025.0 \n", - "767017 NaN 67991.0 -22.2170 30.0000 TMAX 1951.0 1990.0 \n", - "767018 NaN 67991.0 -22.2170 30.0000 TMIN 1951.0 1990.0 \n", - "767019 NaN 67991.0 -22.2170 30.0000 PRCP 1951.0 1990.0 \n", + "767089 GSN 67983.0 -20.2000 32.6160 PRCP 1951.0 2025.0 \n", + "767090 GSN 67983.0 -20.2000 32.6160 TAVG 1962.0 2025.0 \n", + "767091 NaN 67991.0 -22.2170 30.0000 TMAX 1951.0 1990.0 \n", + "767092 NaN 67991.0 -22.2170 30.0000 TMIN 1951.0 1990.0 \n", + "767093 NaN 67991.0 -22.2170 30.0000 PRCP 1951.0 1990.0 \n", "\n", - "[767020 rows x 13 columns]" + "[767094 rows x 13 columns]" ] }, "execution_count": 3, @@ -821,7 +821,7 @@ " ...\n", " \n", " \n", - " 766947\n", + " 767021\n", " ZA000067743\n", " -17.8170\n", " 25.817\n", @@ -837,7 +837,7 @@ " 2025.0\n", " \n", " \n", - " 766952\n", + " 767026\n", " ZAM00067663\n", " -14.4500\n", " 28.467\n", @@ -853,7 +853,7 @@ " 2025.0\n", " \n", " \n", - " 766964\n", + " 767038\n", " ZI000067775\n", " -17.9170\n", " 31.133\n", @@ -869,7 +869,7 @@ " 2025.0\n", " \n", " \n", - " 767005\n", + " 767079\n", " ZI000067975\n", " -20.0670\n", " 30.867\n", @@ -885,7 +885,7 @@ " 2025.0\n", " \n", " \n", - " 767013\n", + " 767087\n", " ZI000067983\n", " -20.2000\n", " 32.616\n", @@ -902,7 +902,7 @@ " \n", " \n", "\n", - "

11065 rows × 13 columns

\n", + "

11064 rows × 13 columns

\n", "" ], "text/plain": [ @@ -913,11 +913,11 @@ "30 AEM00041218 24.2620 55.609 264.9 NaN AL AIN INTL NaN \n", "54 AG000060390 36.7167 3.250 24.0 NaN ALGER-DAR EL BEIDA GSN \n", "... ... ... ... ... ... ... ... \n", - "766947 ZA000067743 -17.8170 25.817 986.0 NaN LIVINGSTONE GSN \n", - "766952 ZAM00067663 -14.4500 28.467 1207.0 NaN KABWE/MILLIKEN NaN \n", - "766964 ZI000067775 -17.9170 31.133 1480.0 NaN HARARE (KUTSAGA) GSN \n", - "767005 ZI000067975 -20.0670 30.867 1095.0 NaN MASVINGO NaN \n", - "767013 ZI000067983 -20.2000 32.616 1132.0 NaN CHIPINGE GSN \n", + "767021 ZA000067743 -17.8170 25.817 986.0 NaN LIVINGSTONE GSN \n", + "767026 ZAM00067663 -14.4500 28.467 1207.0 NaN KABWE/MILLIKEN NaN \n", + "767038 ZI000067775 -17.9170 31.133 1480.0 NaN HARARE (KUTSAGA) GSN \n", + "767079 ZI000067975 -20.0670 30.867 1095.0 NaN MASVINGO NaN \n", + "767087 ZI000067983 -20.2000 32.616 1132.0 NaN CHIPINGE GSN \n", "\n", " WBAN LAT_y LON_y ELEM TiMIN TiMAX \n", "18 41196.0 25.3330 55.517 TMAX 1944.0 2025.0 \n", @@ -926,13 +926,13 @@ "30 41218.0 24.2620 55.609 TMAX 1994.0 2025.0 \n", "54 60390.0 36.7167 3.250 TMAX 1940.0 2025.0 \n", "... ... ... ... ... ... ... \n", - "766947 67743.0 -17.8170 25.817 TMAX 1973.0 2025.0 \n", - "766952 67663.0 -14.4500 28.467 TMAX 1973.0 2025.0 \n", - "766964 67775.0 -17.9170 31.133 TMAX 1956.0 2025.0 \n", - "767005 67975.0 -20.0670 30.867 TMAX 1951.0 2025.0 \n", - "767013 67983.0 -20.2000 32.616 TMAX 1951.0 2025.0 \n", + "767021 67743.0 -17.8170 25.817 TMAX 1973.0 2025.0 \n", + "767026 67663.0 -14.4500 28.467 TMAX 1973.0 2025.0 \n", + "767038 67775.0 -17.9170 31.133 TMAX 1956.0 2025.0 \n", + "767079 67975.0 -20.0670 30.867 TMAX 1951.0 2025.0 \n", + "767087 67983.0 -20.2000 32.616 TMAX 1951.0 2025.0 \n", "\n", - "[11065 rows x 13 columns]" + "[11064 rows x 13 columns]" ] }, "execution_count": 4, @@ -1005,23 +1005,23 @@ " \n", " \n", " \n", - " 136586\n", - " IN009021100\n", - " 15.8500\n", - " 74.5330\n", - " 753.0\n", + " 624524\n", + " USC00364571\n", + " 41.8422\n", + " -79.0169\n", + " 384.0\n", + " PA\n", + " KINZUA DAM\n", " NaN\n", - " BELGAUM\n", " NaN\n", - " 43197.0\n", - " 15.8500\n", - " 74.5330\n", + " 41.8422\n", + " -79.0169\n", " TMAX\n", " 2025.0\n", " 2025.0\n", " \n", " \n", - " 631801\n", + " 631875\n", " USC00388473\n", " 35.0644\n", " -82.6722\n", @@ -1037,7 +1037,7 @@ " 2025.0\n", " \n", " \n", - " 488710\n", + " 488784\n", " USC00126988\n", " 41.5919\n", " -85.1017\n", @@ -1053,7 +1053,7 @@ " 2025.0\n", " \n", " \n", - " 136603\n", + " 136625\n", " IN009040100\n", " 17.9170\n", " 77.5330\n", @@ -1069,17 +1069,17 @@ " 2025.0\n", " \n", " \n", - " 624450\n", - " USC00364571\n", - " 41.8422\n", - " -79.0169\n", - " 384.0\n", - " PA\n", - " KINZUA DAM\n", + " 136632\n", + " IN009050100\n", + " 16.8170\n", + " 75.7170\n", + " 594.0\n", " NaN\n", + " BIJAPUR\n", " NaN\n", - " 41.8422\n", - " -79.0169\n", + " 43161.0\n", + " 16.8170\n", + " 75.7170\n", " TMAX\n", " 2025.0\n", " 2025.0\n", @@ -1101,7 +1101,7 @@ " ...\n", " \n", " \n", - " 180301\n", + " 180323\n", " UK000047811\n", " 54.3500\n", " -6.6500\n", @@ -1117,7 +1117,7 @@ " 2025.0\n", " \n", " \n", - " 734343\n", + " 734417\n", " USW00014734\n", " 40.6828\n", " -74.1692\n", @@ -1133,7 +1133,7 @@ " 2025.0\n", " \n", " \n", - " 63010\n", + " 63013\n", " BE000006447\n", " 50.8000\n", " 4.3500\n", @@ -1149,7 +1149,7 @@ " 2025.0\n", " \n", " \n", - " 129315\n", + " 129320\n", " GM000004204\n", " 50.9267\n", " 11.5842\n", @@ -1165,7 +1165,7 @@ " 2025.0\n", " \n", " \n", - " 180304\n", + " 180326\n", " UK000056225\n", " 51.7667\n", " -1.2667\n", @@ -1182,37 +1182,37 @@ " \n", " \n", "\n", - "

11065 rows × 13 columns

\n", + "

11064 rows × 13 columns

\n", "" ], "text/plain": [ " ID LAT_x LON_x ELEV UKN NAME \\\n", - "136586 IN009021100 15.8500 74.5330 753.0 NaN BELGAUM \n", - "631801 USC00388473 35.0644 -82.6722 384.0 SC TABLE ROCK RSVR \n", - "488710 USC00126988 41.5919 -85.1017 324.9 IN PLEASANT LAKE 4NW \n", - "136603 IN009040100 17.9170 77.5330 664.0 NaN BIDAR \n", - "624450 USC00364571 41.8422 -79.0169 384.0 PA KINZUA DAM \n", + "624524 USC00364571 41.8422 -79.0169 384.0 PA KINZUA DAM \n", + "631875 USC00388473 35.0644 -82.6722 384.0 SC TABLE ROCK RSVR \n", + "488784 USC00126988 41.5919 -85.1017 324.9 IN PLEASANT LAKE 4NW \n", + "136625 IN009040100 17.9170 77.5330 664.0 NaN BIDAR \n", + "136632 IN009050100 16.8170 75.7170 594.0 NaN BIJAPUR \n", "... ... ... ... ... ... ... \n", - "180301 UK000047811 54.3500 -6.6500 62.0 NaN ARMAGH \n", - "734343 USW00014734 40.6828 -74.1692 1.8 NJ NEWARK LIBERTY INTL AP \n", - "63010 BE000006447 50.8000 4.3500 104.0 NaN UCCLE \n", - "129315 GM000004204 50.9267 11.5842 155.0 NaN JENA STERNWARTE \n", - "180304 UK000056225 51.7667 -1.2667 63.0 NaN OXFORD \n", + "180323 UK000047811 54.3500 -6.6500 62.0 NaN ARMAGH \n", + "734417 USW00014734 40.6828 -74.1692 1.8 NJ NEWARK LIBERTY INTL AP \n", + "63013 BE000006447 50.8000 4.3500 104.0 NaN UCCLE \n", + "129320 GM000004204 50.9267 11.5842 155.0 NaN JENA STERNWARTE \n", + "180326 UK000056225 51.7667 -1.2667 63.0 NaN OXFORD \n", "\n", " GSN WBAN LAT_y LON_y ELEM TiMIN TiMAX \n", - "136586 NaN 43197.0 15.8500 74.5330 TMAX 2025.0 2025.0 \n", - "631801 NaN NaN 35.0644 -82.6722 TMAX 2025.0 2025.0 \n", - "488710 NaN NaN 41.5919 -85.1017 TMAX 2025.0 2025.0 \n", - "136603 NaN 43125.0 17.9170 77.5330 TMAX 2025.0 2025.0 \n", - "624450 NaN NaN 41.8422 -79.0169 TMAX 2025.0 2025.0 \n", + "624524 NaN NaN 41.8422 -79.0169 TMAX 2025.0 2025.0 \n", + "631875 NaN NaN 35.0644 -82.6722 TMAX 2025.0 2025.0 \n", + "488784 NaN NaN 41.5919 -85.1017 TMAX 2025.0 2025.0 \n", + "136625 NaN 43125.0 17.9170 77.5330 TMAX 2025.0 2025.0 \n", + "136632 NaN 43161.0 16.8170 75.7170 TMAX 2025.0 2025.0 \n", "... ... ... ... ... ... ... ... \n", - "180301 NaN NaN 54.3500 -6.6500 TMAX 1844.0 2025.0 \n", - "734343 NaN 72502.0 40.6828 -74.1692 TMAX 1843.0 2025.0 \n", - "63010 GSN 6447.0 50.8000 4.3500 TMAX 1833.0 2025.0 \n", - "129315 NaN NaN 50.9267 11.5842 TMAX 1824.0 2025.0 \n", - "180304 NaN NaN 51.7667 -1.2667 TMAX 1814.0 2025.0 \n", + "180323 NaN NaN 54.3500 -6.6500 TMAX 1844.0 2025.0 \n", + "734417 NaN 72502.0 40.6828 -74.1692 TMAX 1843.0 2025.0 \n", + "63013 GSN 6447.0 50.8000 4.3500 TMAX 1833.0 2025.0 \n", + "129320 NaN NaN 50.9267 11.5842 TMAX 1824.0 2025.0 \n", + "180326 NaN NaN 51.7667 -1.2667 TMAX 1814.0 2025.0 \n", "\n", - "[11065 rows x 13 columns]" + "[11064 rows x 13 columns]" ] }, "execution_count": 6, @@ -1238,7 +1238,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1315,7 +1315,7 @@ " \n", " \n", " \n", - " 484851\n", + " 484925\n", " USC00118740\n", " 40.0842\n", " -88.2403\n", @@ -1331,7 +1331,7 @@ " 2025.0\n", " \n", " \n", - " 755008\n", + " 755082\n", " USW00054808\n", " 40.0528\n", " -88.3728\n", @@ -1347,7 +1347,7 @@ " 2025.0\n", " \n", " \n", - " 763677\n", + " 763751\n", " USW00094870\n", " 40.0325\n", " -88.2756\n", @@ -1368,14 +1368,14 @@ ], "text/plain": [ " ID LAT_x LON_x ELEV UKN NAME \\\n", - "484851 USC00118740 40.0842 -88.2403 220.1 IL CHAMPAIGN 3S \n", - "755008 USW00054808 40.0528 -88.3728 213.4 IL CHAMPAIGN 9 SW \n", - "763677 USW00094870 40.0325 -88.2756 226.5 IL CHAMPAIGN URBANA WILLARD AP \n", + "484925 USC00118740 40.0842 -88.2403 220.1 IL CHAMPAIGN 3S \n", + "755082 USW00054808 40.0528 -88.3728 213.4 IL CHAMPAIGN 9 SW \n", + "763751 USW00094870 40.0325 -88.2756 226.5 IL CHAMPAIGN URBANA WILLARD AP \n", "\n", " GSN WBAN LAT_y LON_y ELEM TiMIN TiMAX \n", - "484851 NaN NaN 40.0842 -88.2403 TMAX 1902.0 2025.0 \n", - "755008 NaN NaN 40.0528 -88.3728 TMAX 2002.0 2025.0 \n", - "763677 NaN NaN 40.0325 -88.2756 TMAX 1997.0 2025.0 " + "484925 NaN NaN 40.0842 -88.2403 TMAX 1902.0 2025.0 \n", + "755082 NaN NaN 40.0528 -88.3728 TMAX 2002.0 2025.0 \n", + "763751 NaN NaN 40.0325 -88.2756 TMAX 1997.0 2025.0 " ] }, "execution_count": 8, @@ -1407,7 +1407,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_48718/1750304561.py:1: DtypeWarning: Columns (6) have mixed types. Specify dtype option on import or set low_memory=False.\n", + "C:\\Users\\tnaut\\AppData\\Local\\Temp\\ipykernel_12748\\1750304561.py:1: DtypeWarning: Columns (6) have mixed types. Specify dtype option on import or set low_memory=False.\n", " df = pd.read_csv(\n" ] } @@ -1535,9 +1535,9 @@ " ...\n", " \n", " \n", - " 2025-09-18\n", + " 2025-10-02\n", " USC00118740\n", - " WESF\n", + " WESD\n", " 0\n", " NaN\n", " NaN\n", @@ -1545,9 +1545,9 @@ " 800.0\n", " \n", " \n", - " 2025-09-19\n", + " 2025-10-03\n", " USC00118740\n", - " WESF\n", + " WESD\n", " 0\n", " NaN\n", " NaN\n", @@ -1555,38 +1555,38 @@ " 800.0\n", " \n", " \n", - " 2025-09-20\n", + " 2025-10-01\n", " USC00118740\n", " WESF\n", " 0\n", " NaN\n", " NaN\n", " N\n", - " NaN\n", + " 800.0\n", " \n", " \n", - " 2025-09-21\n", + " 2025-10-02\n", " USC00118740\n", " WESF\n", " 0\n", " NaN\n", " NaN\n", " N\n", - " NaN\n", + " 800.0\n", " \n", " \n", - " 2025-09-22\n", + " 2025-10-03\n", " USC00118740\n", " WESF\n", " 0\n", " NaN\n", " NaN\n", " N\n", - " NaN\n", + " 800.0\n", " \n", " \n", "\n", - "

339422 rows × 7 columns

\n", + "

339515 rows × 7 columns

\n", "" ], "text/plain": [ @@ -1598,13 +1598,13 @@ "1902-08-04 USC00118740 TMAX 256 NaN NaN 6 NaN\n", "1902-08-05 USC00118740 TMAX 289 NaN NaN 6 NaN\n", "... ... ... ... ... ... ... ...\n", - "2025-09-18 USC00118740 WESF 0 NaN NaN N 800.0\n", - "2025-09-19 USC00118740 WESF 0 NaN NaN N 800.0\n", - "2025-09-20 USC00118740 WESF 0 NaN NaN N NaN\n", - "2025-09-21 USC00118740 WESF 0 NaN NaN N NaN\n", - "2025-09-22 USC00118740 WESF 0 NaN NaN N NaN\n", + "2025-10-02 USC00118740 WESD 0 NaN NaN N 800.0\n", + "2025-10-03 USC00118740 WESD 0 NaN NaN N 800.0\n", + "2025-10-01 USC00118740 WESF 0 NaN NaN N 800.0\n", + "2025-10-02 USC00118740 WESF 0 NaN NaN N 800.0\n", + "2025-10-03 USC00118740 WESF 0 NaN NaN N 800.0\n", "\n", - "[339422 rows x 7 columns]" + "[339515 rows x 7 columns]" ] }, "execution_count": 10, @@ -1639,7 +1639,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -1686,12 +1686,12 @@ " \n", " 1902-08-01\n", " USC00118740\n", - " 0\n", - " P\n", + " 167\n", + " None\n", " None\n", " 6\n", " None\n", - " PRCP\n", + " TMIN\n", " \n", " \n", " 1902-08-01\n", @@ -1706,32 +1706,32 @@ " \n", " 1902-08-01\n", " USC00118740\n", - " 167\n", - " None\n", + " 0\n", + " P\n", " None\n", " 6\n", " None\n", - " TMIN\n", + " PRCP\n", " \n", " \n", " 1902-08-02\n", " USC00118740\n", - " 322\n", - " None\n", + " 0\n", + " P\n", " None\n", " 6\n", " None\n", - " TMAX\n", + " PRCP\n", " \n", " \n", " 1902-08-02\n", " USC00118740\n", - " 0\n", - " P\n", + " 322\n", + " None\n", " None\n", " 6\n", " None\n", - " PRCP\n", + " TMAX\n", " \n", " \n", " ...\n", @@ -1744,79 +1744,79 @@ " ...\n", " \n", " \n", - " 2025-09-22\n", + " 2025-10-03\n", " USC00118740\n", - " 189\n", + " 150\n", " None\n", " None\n", " H\n", " 0800\n", - " TOBS\n", + " TMIN\n", " \n", " \n", - " 2025-09-22\n", + " 2025-10-03\n", " USC00118740\n", " 0\n", " None\n", " None\n", " N\n", " 0800\n", - " PRCP\n", + " WESD\n", " \n", " \n", - " 2025-09-22\n", + " 2025-10-03\n", " USC00118740\n", - " 0\n", + " 178\n", " None\n", " None\n", - " N\n", + " H\n", " 0800\n", - " SNWD\n", + " TOBS\n", " \n", " \n", - " 2025-09-22\n", + " 2025-10-03\n", " USC00118740\n", - " 178\n", + " 0\n", " None\n", " None\n", - " H\n", + " N\n", " 0800\n", - " TMIN\n", + " PRCP\n", " \n", " \n", - " 2025-09-22\n", + " 2025-10-03\n", " USC00118740\n", " 0\n", " None\n", " None\n", " N\n", " 0800\n", - " WESD\n", + " SNWD\n", " \n", " \n", "\n", - "

339422 rows × 7 columns

\n", + "

339515 rows × 7 columns

\n", "" ], "text/plain": [ " ID DATA_VALUE M_FLAG Q_FLAG S_FLAG OBS_TIME ELEMENT\n", "DATE \n", - "1902-08-01 USC00118740 0 P None 6 None PRCP\n", - "1902-08-01 USC00118740 300 None None 6 None TMAX\n", "1902-08-01 USC00118740 167 None None 6 None TMIN\n", - "1902-08-02 USC00118740 322 None None 6 None TMAX\n", + "1902-08-01 USC00118740 300 None None 6 None TMAX\n", + "1902-08-01 USC00118740 0 P None 6 None PRCP\n", "1902-08-02 USC00118740 0 P None 6 None PRCP\n", + "1902-08-02 USC00118740 322 None None 6 None TMAX\n", "... ... ... ... ... ... ... ...\n", - "2025-09-22 USC00118740 189 None None H 0800 TOBS\n", - "2025-09-22 USC00118740 0 None None N 0800 PRCP\n", - "2025-09-22 USC00118740 0 None None N 0800 SNWD\n", - "2025-09-22 USC00118740 178 None None H 0800 TMIN\n", - "2025-09-22 USC00118740 0 None None N 0800 WESD\n", + "2025-10-03 USC00118740 150 None None H 0800 TMIN\n", + "2025-10-03 USC00118740 0 None None N 0800 WESD\n", + "2025-10-03 USC00118740 178 None None H 0800 TOBS\n", + "2025-10-03 USC00118740 0 None None N 0800 PRCP\n", + "2025-10-03 USC00118740 0 None None N 0800 SNWD\n", "\n", - "[339422 rows x 7 columns]" + "[339515 rows x 7 columns]" ] }, - "execution_count": 13, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1837,7 +1837,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -1848,7 +1848,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -1953,9 +1953,9 @@ " ...\n", " \n", " \n", - " 2025-09-18\n", + " 2025-09-29\n", " USC00118740\n", - " 317\n", + " 322\n", " None\n", " None\n", " H\n", @@ -1963,9 +1963,9 @@ " TMAX\n", " \n", " \n", - " 2025-09-19\n", + " 2025-09-30\n", " USC00118740\n", - " 339\n", + " 333\n", " None\n", " None\n", " H\n", @@ -1973,9 +1973,9 @@ " TMAX\n", " \n", " \n", - " 2025-09-20\n", + " 2025-10-01\n", " USC00118740\n", - " 322\n", + " 311\n", " None\n", " None\n", " H\n", @@ -1983,9 +1983,9 @@ " TMAX\n", " \n", " \n", - " 2025-09-21\n", + " 2025-10-02\n", " USC00118740\n", - " 294\n", + " 306\n", " None\n", " None\n", " H\n", @@ -1993,9 +1993,9 @@ " TMAX\n", " \n", " \n", - " 2025-09-22\n", + " 2025-10-03\n", " USC00118740\n", - " 311\n", + " 317\n", " None\n", " None\n", " H\n", @@ -2004,7 +2004,7 @@ " \n", " \n", "\n", - "

44909 rows × 7 columns

\n", + "

44920 rows × 7 columns

\n", "" ], "text/plain": [ @@ -2016,16 +2016,16 @@ "1902-08-04 USC00118740 256 None None 6 None TMAX\n", "1902-08-05 USC00118740 289 None None 6 None TMAX\n", "... ... ... ... ... ... ... ...\n", - "2025-09-18 USC00118740 317 None None H 0800 TMAX\n", - "2025-09-19 USC00118740 339 None None H 0800 TMAX\n", - "2025-09-20 USC00118740 322 None None H 0800 TMAX\n", - "2025-09-21 USC00118740 294 None None H 0800 TMAX\n", - "2025-09-22 USC00118740 311 None None H 0800 TMAX\n", + "2025-09-29 USC00118740 322 None None H 0800 TMAX\n", + "2025-09-30 USC00118740 333 None None H 0800 TMAX\n", + "2025-10-01 USC00118740 311 None None H 0800 TMAX\n", + "2025-10-02 USC00118740 306 None None H 0800 TMAX\n", + "2025-10-03 USC00118740 317 None None H 0800 TMAX\n", "\n", - "[44909 rows x 7 columns]" + "[44920 rows x 7 columns]" ] }, - "execution_count": 15, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -2052,7 +2052,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -2068,7 +2068,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -2173,9 +2173,9 @@ " ...\n", " \n", " \n", - " 2025-09-18\n", + " 2025-09-29\n", " USC00118740\n", - " 317\n", + " 322\n", " None\n", " None\n", " H\n", @@ -2183,9 +2183,9 @@ " TMAX\n", " \n", " \n", - " 2025-09-19\n", + " 2025-09-30\n", " USC00118740\n", - " 339\n", + " 333\n", " None\n", " None\n", " H\n", @@ -2193,9 +2193,9 @@ " TMAX\n", " \n", " \n", - " 2025-09-20\n", + " 2025-10-01\n", " USC00118740\n", - " 322\n", + " 311\n", " None\n", " None\n", " H\n", @@ -2203,9 +2203,9 @@ " TMAX\n", " \n", " \n", - " 2025-09-21\n", + " 2025-10-02\n", " USC00118740\n", - " 294\n", + " 306\n", " None\n", " None\n", " H\n", @@ -2213,9 +2213,9 @@ " TMAX\n", " \n", " \n", - " 2025-09-22\n", + " 2025-10-03\n", " USC00118740\n", - " 311\n", + " 317\n", " None\n", " None\n", " H\n", @@ -2224,7 +2224,7 @@ " \n", " \n", "\n", - "

44909 rows × 7 columns

\n", + "

44920 rows × 7 columns

\n", "" ], "text/plain": [ @@ -2236,16 +2236,16 @@ "1902-08-04 USC00118740 256 None None 6 None TMAX\n", "1902-08-05 USC00118740 289 None None 6 None TMAX\n", "... ... ... ... ... ... ... ...\n", - "2025-09-18 USC00118740 317 None None H 0800 TMAX\n", - "2025-09-19 USC00118740 339 None None H 0800 TMAX\n", - "2025-09-20 USC00118740 322 None None H 0800 TMAX\n", - "2025-09-21 USC00118740 294 None None H 0800 TMAX\n", - "2025-09-22 USC00118740 311 None None H 0800 TMAX\n", + "2025-09-29 USC00118740 322 None None H 0800 TMAX\n", + "2025-09-30 USC00118740 333 None None H 0800 TMAX\n", + "2025-10-01 USC00118740 311 None None H 0800 TMAX\n", + "2025-10-02 USC00118740 306 None None H 0800 TMAX\n", + "2025-10-03 USC00118740 317 None None H 0800 TMAX\n", "\n", - "[44909 rows x 7 columns]" + "[44920 rows x 7 columns]" ] }, - "execution_count": 24, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -2263,7 +2263,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -2272,13 +2272,13 @@ "" ] }, - "execution_count": 25, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -2300,12 +2300,12 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -2329,7 +2329,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -2338,13 +2338,13 @@ "" ] }, - "execution_count": 44, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -2372,7 +2372,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -2394,22 +2394,22 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 61, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -2436,7 +2436,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "xarray-climate", "language": "python", "name": "python3" }, diff --git a/bolhuis_module3.ipynb b/bolhuis_module3.ipynb new file mode 100644 index 0000000..2b0a757 --- /dev/null +++ b/bolhuis_module3.ipynb @@ -0,0 +1,543 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "86824819", + "metadata": {}, + "source": [ + "## Optimized version" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5ec0bf94", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\tnaut\\AppData\\Local\\Temp\\ipykernel_17124\\2859250785.py:74: FutureWarning: The default value of observed=False is deprecated and will change to observed=True in a future version of pandas. Specify observed=False to silence this warning and retain the current behavior\n", + " wide = (df.pivot_table(index=\"DATE\", columns=\"ELEMENT\", values=\"temp_c\", aggfunc=\"first\")\n", + "C:\\Users\\tnaut\\AppData\\Local\\Temp\\ipykernel_17124\\2859250785.py:93: FutureWarning: The default value of observed=False is deprecated and will change to observed=True in a future version of pandas. Specify observed=False to silence this warning and retain the current behavior\n", + " wide = (df.pivot_table(index=\"DATE\", columns=\"ELEMENT\", values=\"temp_c\", aggfunc=\"first\")\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
record_min_tempaverage_min_tempaverage_max_temprecord_max_temp
01-0117.2436.65655.29871.96
01-0217.0638.10254.63278.08
01-0312.0236.54853.73873.94
01-0415.9834.03454.43475.02
01-0510.0433.02654.91471.96
\n", + "
" + ], + "text/plain": [ + " record_min_temp average_min_temp average_max_temp record_max_temp\n", + "01-01 17.24 36.656 55.298 71.96\n", + "01-02 17.06 38.102 54.632 78.08\n", + "01-03 12.02 36.548 53.738 73.94\n", + "01-04 15.98 34.034 54.434 75.02\n", + "01-05 10.04 33.026 54.914 71.96" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
datemmddtmaxtmin
02020-01-0101-0155.0428.22
12020-01-0201-0268.0044.96
22020-01-0301-0371.0657.02
32020-01-0401-0457.0232.00
42020-01-0501-0553.9629.12
\n", + "
" + ], + "text/plain": [ + " date mmdd tmax tmin\n", + "0 2020-01-01 01-01 55.04 28.22\n", + "1 2020-01-02 01-02 68.00 44.96\n", + "2 2020-01-03 01-03 71.06 57.02\n", + "3 2020-01-04 01-04 57.02 32.00\n", + "4 2020-01-05 01-05 53.96 29.12" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# BOOTSTRAP: define everything needed in one go, then demo, \n", + "# because for some reason it doesn't work if I spread things out\n", + "\n", + "from __future__ import annotations\n", + "from pathlib import Path\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import calendar\n", + "import matplotlib as mpl\n", + "\n", + "AWS_BUCKET = \"s3://noaa-ghcn-pds\"\n", + "\n", + "# 1) Helpers\n", + "def _standardize_columns(df: pd.DataFrame) -> pd.DataFrame:\n", + " variants = {\n", + " \"ID\": [\"ID\", \"id\"],\n", + " \"DATE\": [\"DATE\", \"date\"],\n", + " \"ELEMENT\": [\"ELEMENT\", \"element\"],\n", + " \"VALUE\": [\"VALUE\", \"DATA VALUE\", \"DATA_VALUE\", \"data value\"],\n", + " \"MFLAG\": [\"MFLAG\", \"M-FLAG\", \"M_FLAG\"],\n", + " \"QFLAG\": [\"QFLAG\", \"Q-FLAG\", \"Q_FLAG\"],\n", + " \"SFLAG\": [\"SFLAG\", \"S-FLAG\", \"S_FLAG\"],\n", + " \"OBS_TIME\": [\"OBS_TIME\", \"OBS-TIME\", \"OBS TIME\"],\n", + " }\n", + " rename = {}\n", + " lower = {c.lower(): c for c in df.columns}\n", + " for std, opts in variants.items():\n", + " for o in opts:\n", + " if o in df.columns:\n", + " rename[o] = std\n", + " break\n", + " lo = o.lower()\n", + " if lo in lower:\n", + " rename[lower[lo]] = std\n", + " break\n", + " return df.rename(columns=rename)\n", + "\n", + "# Anonymous Access Here\n", + "def load_station_timeseries(station_id: str) -> pd.DataFrame: \n", + " \"\"\"Read a single station from AWS (Parquet preferred; CSV fallback).\"\"\"\n", + " base = AWS_BUCKET\n", + " try:\n", + " df = pd.read_parquet(f\"{base}/parquet/by_station/STATION={station_id}/\",\n", + " storage_options={\"anon\": True}) \n", + " except Exception:\n", + " df = pd.read_csv(f\"{base}/csv/by_station/{station_id}.csv\",\n", + " storage_options={\"anon\": True}, low_memory=False)\n", + " df = _standardize_columns(df)\n", + " if not np.issubdtype(df[\"DATE\"].dtype, np.datetime64):\n", + " df[\"DATE\"] = pd.to_datetime(df[\"DATE\"], errors=\"coerce\")\n", + " if \"QFLAG\" in df.columns:\n", + " df = df[df[\"QFLAG\"].isna()]\n", + " keep = [c for c in [\"ID\",\"DATE\",\"ELEMENT\",\"VALUE\",\"MFLAG\",\"QFLAG\",\"SFLAG\",\"OBS_TIME\"] if c in df.columns]\n", + " return df[keep].copy()\n", + "\n", + "def _to_celsius(series: pd.Series) -> pd.Series:\n", + " return pd.to_numeric(series, errors=\"coerce\") / 10.0\n", + "\n", + "def _maybe_to_units(series: pd.Series, units: str) -> pd.Series:\n", + " u = units.upper()\n", + " if u == \"C\":\n", + " return series\n", + " if u == \"F\":\n", + " return series * 9/5 + 32\n", + " raise ValueError(\"units must be 'C' or 'F'\")\n", + "\n", + "# 2) REQUIRED BY ASSIGNMENT 3\n", + "def daily_normals_and_records(station_id: str, units: str = \"F\") -> pd.DataFrame:\n", + " \"\"\"Per-calendar-day stats for 1991–2020. Returns columns in rubric order.\"\"\"\n", + " df = load_station_timeseries(station_id)\n", + " df = df[\n", + " (df[\"ELEMENT\"].isin([\"TMAX\", \"TMIN\"])) &\n", + " (df[\"DATE\"] >= \"1991-01-01\") & (df[\"DATE\"] <= \"2020-12-31\")\n", + " ].copy()\n", + " df[\"temp_c\"] = _to_celsius(df[\"VALUE\"])\n", + " wide = (df.pivot_table(index=\"DATE\", columns=\"ELEMENT\", values=\"temp_c\", aggfunc=\"first\")\n", + " .reset_index())\n", + " wide[\"mmdd\"] = wide[\"DATE\"].dt.strftime(\"%m-%d\")\n", + " grp = wide.groupby(\"mmdd\")\n", + " normals = pd.DataFrame({\n", + " \"record_min_temp\": grp[\"TMIN\"].min(),\n", + " \"average_min_temp\": grp[\"TMIN\"].mean(),\n", + " \"average_max_temp\": grp[\"TMAX\"].mean(),\n", + " \"record_max_temp\": grp[\"TMAX\"].max(),\n", + " }).sort_index()\n", + " for col in normals.columns:\n", + " normals[col] = _maybe_to_units(normals[col], units)\n", + " all_mmdd = pd.date_range(\"2000-01-01\", \"2000-12-31\", freq=\"D\").strftime(\"%m-%d\")\n", + " return normals.reindex(all_mmdd)\n", + "\n", + "def actuals_for_year(station_id: str, year: int, units: str = \"F\") -> pd.DataFrame:\n", + " df = load_station_timeseries(station_id)\n", + " df = df[(df[\"ELEMENT\"].isin([\"TMAX\",\"TMIN\"])) & (df[\"DATE\"].dt.year == year)].copy()\n", + " df[\"temp_c\"] = _to_celsius(df[\"VALUE\"])\n", + " wide = (df.pivot_table(index=\"DATE\", columns=\"ELEMENT\", values=\"temp_c\", aggfunc=\"first\")\n", + " .reset_index())\n", + " out = pd.DataFrame({\n", + " \"date\": wide[\"DATE\"],\n", + " \"mmdd\": wide[\"DATE\"].dt.strftime(\"%m-%d\"),\n", + " \"tmax\": wide[\"TMAX\"],\n", + " \"tmin\": wide[\"TMIN\"],\n", + " }).sort_values(\"date\").reset_index(drop=True)\n", + " out[[\"tmax\",\"tmin\"]] = out[[\"tmax\",\"tmin\"]].apply(_maybe_to_units, units=units)\n", + " return out\n", + "\n", + "def plot_weather_climatology(normals_df: pd.DataFrame, actuals_df: pd.DataFrame,\n", + " title: str | None = None, units: str = \"F\", show: bool = True):\n", + " \"\"\"Return (fig, ax).\"\"\"\n", + " mmdd = pd.date_range(\"2000-01-01\",\"2000-12-31\",freq=\"D\").strftime(\"%m-%d\")\n", + " N = normals_df.reindex(mmdd)\n", + " A = actuals_df.set_index(\"mmdd\").reindex(mmdd)\n", + " x = np.arange(len(mmdd)) + 1\n", + " fig, ax = plt.subplots(figsize=(14,6), dpi=120)\n", + " ax.fill_between(x, N[\"record_min_temp\"], N[\"record_max_temp\"], alpha=0.15, label=\"Record range\")\n", + " ax.fill_between(x, N[\"average_min_temp\"], N[\"average_max_temp\"], alpha=0.25, label=\"Normal range (1991–2020)\")\n", + " ax.plot(x, A[\"tmax\"], linewidth=1.2, label=\"Actual High\")\n", + " ax.plot(x, A[\"tmin\"], linewidth=1.2, label=\"Actual Low\")\n", + " ax.set_xlim(1, len(x))\n", + " ax.set_xticks(np.linspace(15, 365, 12))\n", + " ax.set_xticklabels([calendar.month_abbr[m] for m in range(1,13)])\n", + " ax.set_ylabel(f\"Temperature (°{units})\")\n", + " if title:\n", + " ax.set_title(title, pad=10)\n", + " ax.grid(True, alpha=0.3)\n", + " ax.legend(loc=\"upper right\")\n", + " if show:\n", + " plt.show()\n", + " return fig, ax\n", + "\n", + "# 3) DEMO (adjust these and run)\n", + "STATION_ID = \"USW00013871\" # Huntsville Intl\n", + "UNITS = \"F\"\n", + "PLOT_YEAR = 2020\n", + "\n", + "# Build outputs\n", + "normals_df = daily_normals_and_records(STATION_ID, units=UNITS)\n", + "actuals_df = actuals_for_year(STATION_ID, PLOT_YEAR, units=UNITS)\n", + "\n", + "# Quick preview\n", + "display(normals_df.head(5))\n", + "display(actuals_df.head(5))\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "f7f5b6a7", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\tnaut\\AppData\\Local\\Temp\\ipykernel_17124\\2859250785.py:74: FutureWarning: The default value of observed=False is deprecated and will change to observed=True in a future version of pandas. Specify observed=False to silence this warning and retain the current behavior\n", + " wide = (df.pivot_table(index=\"DATE\", columns=\"ELEMENT\", values=\"temp_c\", aggfunc=\"first\")\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
record_min_tempaverage_min_tempaverage_max_temprecord_max_temp
01-0117.2436.65655.29871.96
01-0217.0638.10254.63278.08
01-0312.0236.54853.73873.94
01-0415.9834.03454.43475.02
01-0510.0433.02654.91471.96
01-0613.1033.87254.47073.94
01-078.2432.30654.46473.94
01-0810.2232.49253.21073.04
01-0915.9834.95254.87273.04
01-1015.9836.25455.31671.96
\n", + "
" + ], + "text/plain": [ + " record_min_temp average_min_temp average_max_temp record_max_temp\n", + "01-01 17.24 36.656 55.298 71.96\n", + "01-02 17.06 38.102 54.632 78.08\n", + "01-03 12.02 36.548 53.738 73.94\n", + "01-04 15.98 34.034 54.434 75.02\n", + "01-05 10.04 33.026 54.914 71.96\n", + "01-06 13.10 33.872 54.470 73.94\n", + "01-07 8.24 32.306 54.464 73.94\n", + "01-08 10.22 32.492 53.210 73.04\n", + "01-09 15.98 34.952 54.872 73.04\n", + "01-10 15.98 36.254 55.316 71.96" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "STATION_ID = \"USW00013871\" # Huntsville International, AL (change as needed)\n", + "UNITS = \"F\"\n", + "\n", + "normals_df = daily_normals_and_records(STATION_ID, units=UNITS)\n", + "normals_df.head(10)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e1f1def4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved: outputs\\USW00013871_normals_1991_2020_F.csv\n", + "Saved: outputs\\USW00013871_actuals_2020_F.csv\n", + "Saved: outputs\\USW00013871_climatology_2020_F.png\n", + "Saved: outputs\\USW00013871_climatology_2020_F.pdf\n" + ] + } + ], + "source": [ + "# Save tables\n", + "out_dir = Path(\"outputs\")\n", + "out_dir.mkdir(exist_ok=True)\n", + "\n", + "normals_path = out_dir / f\"{STATION_ID}_normals_1991_2020_{UNITS}.csv\"\n", + "actuals_path = out_dir / f\"{STATION_ID}_actuals_{PLOT_YEAR}_{UNITS}.csv\"\n", + "\n", + "normals_df.to_csv(normals_path)\n", + "actuals_df.to_csv(actuals_path, index=False)\n", + "\n", + "mpl.use(\"Agg\") # switch backend for file writing\n", + "fig, ax = plot_weather_climatology(\n", + " normals_df, actuals_df,\n", + " title=f\"{STATION_ID} — Records, Normals (1991–2020), and {PLOT_YEAR} Actuals\",\n", + " units=UNITS, show=False\n", + ")\n", + "png_path = out_dir / f\"{STATION_ID}_climatology_{PLOT_YEAR}_{UNITS}.png\"\n", + "pdf_path = out_dir / f\"{STATION_ID}_climatology_{PLOT_YEAR}_{UNITS}.pdf\"\n", + "fig.savefig(png_path, dpi=200, bbox_inches=\"tight\", facecolor=\"white\")\n", + "fig.savefig(pdf_path, bbox_inches=\"tight\")\n", + "plt.close(fig)\n", + "\n", + "print(\"Saved:\", normals_path)\n", + "print(\"Saved:\", actuals_path)\n", + "print(\"Saved:\", png_path)\n", + "print(\"Saved:\", pdf_path)\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "xarray-climate", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/outputs/USW00013871_actuals_2020_F.csv b/outputs/USW00013871_actuals_2020_F.csv new file mode 100644 index 0000000..9b0875f --- /dev/null +++ b/outputs/USW00013871_actuals_2020_F.csv @@ -0,0 +1,364 @@ +date,mmdd,tmax,tmin +2020-01-01,01-01,55.04,28.22 +2020-01-02,01-02,68.0,44.96 +2020-01-03,01-03,71.06,57.02 +2020-01-04,01-04,57.02,32.0 +2020-01-05,01-05,53.96,29.12 +2020-01-06,01-06,64.94,32.0 +2020-01-07,01-07,57.92,32.0 +2020-01-08,01-08,62.959999999999994,27.14 +2020-01-09,01-09,64.04,35.06 +2020-01-10,01-10,69.08,59.0 +2020-01-11,01-11,73.94,51.08 +2020-01-12,01-12,66.92,46.94 +2020-01-13,01-13,64.04,55.94 +2020-01-14,01-14,64.94,57.92 +2020-01-15,01-15,68.0,53.06 +2020-01-16,01-16,64.94,51.08 +2020-01-17,01-17,62.959999999999994,46.04 +2020-01-18,01-18,57.92,46.94 +2020-01-19,01-19,55.94,31.1 +2020-01-20,01-20,37.04,23.18 +2020-01-21,01-21,41.0,22.1 +2020-01-22,01-22,51.08,24.26 +2020-01-23,01-23,46.04,37.04 +2020-01-24,01-24,57.02,41.0 +2020-01-25,01-25,48.02,31.1 +2020-01-26,01-26,53.06,29.12 +2020-01-27,01-27,55.94,35.06 +2020-01-28,01-28,62.059999999999995,30.2 +2020-01-29,01-29,55.04,35.96 +2020-01-30,01-30,62.059999999999995,33.08 +2020-01-31,01-31,48.92,39.92 +2020-02-01,02-01,53.96,35.06 +2020-02-02,02-02,66.02,29.12 +2020-02-03,02-03,75.92,35.06 +2020-02-04,02-04,71.96,57.02 +2020-02-05,02-05,69.98,62.959999999999994 +2020-02-06,02-06,71.06,42.980000000000004 +2020-02-07,02-07,44.06,33.08 +2020-02-08,02-08,53.96,32.0 +2020-02-09,02-09,62.059999999999995,33.08 +2020-02-10,02-10,57.02,50.0 +2020-02-11,02-11,71.96,51.98 +2020-02-12,02-12,75.02,51.08 +2020-02-13,02-13,69.98,39.92 +2020-02-14,02-14,50.0,33.08 +2020-02-15,02-15,59.0,29.12 +2020-02-16,02-16,53.06,44.96 +2020-02-17,02-17,60.08,42.08 +2020-02-18,02-18,62.959999999999994,53.96 +2020-02-19,02-19,59.0,48.92 +2020-02-20,02-20,50.0,37.04 +2020-02-21,02-21,48.02,29.12 +2020-02-22,02-22,57.92,27.14 +2020-02-23,02-23,55.04,33.08 +2020-02-24,02-24,55.94,44.06 +2020-02-25,02-25,60.980000000000004,46.04 +2020-02-26,02-26,50.0,39.02 +2020-02-27,02-27,48.92,30.2 +2020-02-28,02-28,55.94,27.14 +2020-02-29,02-29,59.0,32.0 +2020-03-01,03-01,66.02,31.1 +2020-03-02,03-02,62.059999999999995,48.02 +2020-03-03,03-03,71.96,57.92 +2020-03-04,03-04,60.08,51.08 +2020-03-05,03-05,55.94,44.96 +2020-03-06,03-06,59.0,42.08 +2020-03-07,03-07,60.08,33.98 +2020-03-08,03-08,64.94,37.04 +2020-03-09,03-09,71.06,46.04 +2020-03-10,03-10,64.94,51.98 +2020-03-11,03-11,69.08,51.98 +2020-03-12,03-12,78.98,55.04 +2020-03-13,03-13,69.08,62.059999999999995 +2020-03-14,03-14,82.04,57.92 +2020-03-15,03-15,69.98,57.02 +2020-03-16,03-16,71.06,55.04 +2020-03-17,03-17,73.04,59.0 +2020-03-18,03-18,78.98,59.0 +2020-03-19,03-19,80.06,57.92 +2020-03-20,03-20,80.96,60.980000000000004 +2020-03-21,03-21,66.02,48.92 +2020-03-22,03-22,68.0,46.04 +2020-03-23,03-23,69.08,60.08 +2020-03-24,03-24,80.06,62.059999999999995 +2020-03-25,03-25,75.92,53.96 +2020-03-26,03-26,82.94,51.08 +2020-03-27,03-27,84.02,57.02 +2020-03-28,03-28,84.02,62.959999999999994 +2020-03-29,03-29,77.0,60.08 +2020-03-30,03-30,75.92,55.04 +2020-03-31,03-31,62.059999999999995,48.02 +2020-04-01,04-01,62.959999999999994,39.92 +2020-04-02,04-02,69.98,37.94 +2020-04-03,04-03,75.92,42.08 +2020-04-04,04-04,80.96,48.92 +2020-04-05,04-05,82.94,55.94 +2020-04-06,04-06,82.94,51.98 +2020-04-07,04-07,75.02,59.0 +2020-04-08,04-08,78.98,60.980000000000004 +2020-04-09,04-09,78.08,62.059999999999995 +2020-04-10,04-10,62.959999999999994,39.02 +2020-04-11,04-11,73.94,37.04 +2020-04-14,04-14,66.92,48.02 +2020-04-15,04-15,62.959999999999994,37.94 +2020-04-16,04-16,69.98,35.06 +2020-04-17,04-17,75.92,42.980000000000004 +2020-04-18,04-18,69.08,48.92 +2020-04-19,04-19,60.980000000000004,46.94 +2020-04-20,04-20,73.04,48.92 +2020-04-21,04-21,75.92,44.96 +2020-04-22,04-22,69.08,44.96 +2020-04-23,04-23,69.98,53.96 +2020-04-24,04-24,73.04,53.96 +2020-04-25,04-25,78.98,53.06 +2020-04-26,04-26,68.0,44.96 +2020-04-27,04-27,73.94,39.92 +2020-04-28,04-28,80.96,48.92 +2020-04-29,04-29,71.96,57.92 +2020-04-30,04-30,69.08,48.02 +2020-05-01,05-01,77.0,42.980000000000004 +2020-05-02,05-02,82.04,46.94 +2020-05-03,05-03,84.02,53.06 +2020-05-04,05-04,86.0,57.02 +2020-05-05,05-05,80.96,62.959999999999994 +2020-05-06,05-06,71.96,44.06 +2020-05-07,05-07,69.98,39.02 +2020-05-08,05-08,66.02,48.02 +2020-05-09,05-09,66.02,42.980000000000004 +2020-05-10,05-10,73.04,39.02 +2020-05-11,05-11,69.08,44.96 +2020-05-12,05-12,77.0,44.06 +2020-05-13,05-13,82.94,55.04 +2020-05-14,05-14,82.94,62.959999999999994 +2020-05-15,05-15,84.02,64.94 +2020-05-16,05-16,84.91999999999999,62.059999999999995 +2020-05-17,05-17,82.94,66.02 +2020-05-18,05-18,82.94,64.94 +2020-05-19,05-19,75.02,59.0 +2020-05-20,05-20,75.02,57.92 +2020-05-21,05-21,78.98,55.94 +2020-05-22,05-22,84.91999999999999,64.94 +2020-05-23,05-23,87.08000000000001,62.059999999999995 +2020-05-24,05-24,89.06,66.92 +2020-05-25,05-25,87.08000000000001,66.92 +2020-05-26,05-26,73.94,68.0 +2020-05-27,05-27,75.02,62.959999999999994 +2020-05-28,05-28,84.02,62.959999999999994 +2020-05-29,05-29,86.0,64.94 +2020-05-30,05-30,86.0,60.980000000000004 +2020-05-31,05-31,84.91999999999999,57.02 +2020-06-01,06-01,84.91999999999999,55.94 +2020-06-02,06-02,87.98,68.0 +2020-06-03,06-03,89.06,66.92 +2020-06-04,06-04,87.98,69.08 +2020-06-05,06-05,89.96000000000001,69.08 +2020-06-06,06-06,89.06,68.0 +2020-06-07,06-07,87.98,71.06 +2020-06-08,06-08,87.08000000000001,75.92 +2020-06-09,06-09,86.0,73.04 +2020-06-10,06-10,89.06,71.06 +2020-06-11,06-11,84.02,62.059999999999995 +2020-06-12,06-12,86.0,59.0 +2020-06-13,06-13,87.98,62.959999999999994 +2020-06-14,06-14,86.0,64.04 +2020-06-15,06-15,84.91999999999999,62.059999999999995 +2020-06-16,06-16,80.06,60.08 +2020-06-17,06-17,78.08,60.08 +2020-06-18,06-18,84.91999999999999,57.92 +2020-06-19,06-19,87.98,64.04 +2020-06-20,06-20,91.03999999999999,66.02 +2020-06-21,06-21,89.96000000000001,68.0 +2020-06-22,06-22,87.98,64.94 +2020-06-23,06-23,86.0,69.08 +2020-06-24,06-24,78.98,68.0 +2020-06-25,06-25,80.96,68.0 +2020-06-26,06-26,78.98,66.02 +2020-06-27,06-27,86.0,66.92 +2020-06-28,06-28,89.06,73.04 +2020-06-29,06-29,91.94,69.98 +2020-06-30,06-30,87.98,68.0 +2020-07-01,07-01,84.02,68.0 +2020-07-02,07-02,89.96000000000001,71.06 +2020-07-03,07-03,91.03999999999999,71.96 +2020-07-04,07-04,91.03999999999999,71.06 +2020-07-05,07-05,91.03999999999999,71.06 +2020-07-06,07-06,86.0,71.06 +2020-07-07,07-07,87.98,73.94 +2020-07-08,07-08,87.98,71.96 +2020-07-09,07-09,89.06,71.96 +2020-07-10,07-10,91.94,73.94 +2020-07-11,07-11,91.03999999999999,69.08 +2020-07-12,07-12,87.08000000000001,66.02 +2020-07-13,07-13,89.96000000000001,68.0 +2020-07-14,07-14,93.02,69.08 +2020-07-15,07-15,93.91999999999999,69.98 +2020-07-16,07-16,93.02, +2020-07-17,07-17,95.0,71.06 +2020-07-18,07-18,93.91999999999999,73.94 +2020-07-19,07-19,95.0,73.04 +2020-07-20,07-20,96.08000000000001,71.96 +2020-07-21,07-21,95.0,71.96 +2020-07-22,07-22,93.91999999999999,73.94 +2020-07-23,07-23,93.91999999999999,71.96 +2020-07-24,07-24,89.96000000000001,73.04 +2020-07-25,07-25,93.02,71.06 +2020-07-26,07-26,93.91999999999999,69.98 +2020-07-27,07-27,91.94,71.96 +2020-07-28,07-28,89.06,71.96 +2020-07-29,07-29,84.91999999999999,73.04 +2020-07-30,07-30,89.96000000000001,75.02 +2020-07-31,07-31,93.91999999999999,73.04 +2020-08-01,08-01,89.96000000000001,71.06 +2020-08-02,08-02,91.03999999999999,71.96 +2020-08-03,08-03,91.94,71.06 +2020-08-04,08-04,91.94,69.08 +2020-08-05,08-05,91.94,73.04 +2020-08-06,08-06,93.91999999999999,71.96 +2020-08-07,08-07,93.02,71.06 +2020-08-08,08-08,95.0,69.08 +2020-08-09,08-09,96.98,71.06 +2020-08-10,08-10,,71.06 +2020-08-11,08-11,96.08000000000001,71.96 +2020-08-12,08-12,93.91999999999999,71.06 +2020-08-13,08-13,93.91999999999999,69.98 +2020-08-14,08-14,89.06,73.94 +2020-08-15,08-15,91.03999999999999,73.04 +2020-08-16,08-16,91.94,68.0 +2020-08-17,08-17,93.02,66.92 +2020-08-18,08-18,93.91999999999999,62.959999999999994 +2020-08-19,08-19,89.96000000000001,68.0 +2020-08-20,08-20,87.08000000000001,68.0 +2020-08-21,08-21,84.02,71.06 +2020-08-22,08-22,86.0,68.0 +2020-08-23,08-23,89.96000000000001,71.96 +2020-08-24,08-24,87.98,73.94 +2020-08-25,08-25,78.98,73.94 +2020-08-26,08-26,91.03999999999999,75.02 +2020-08-27,08-27,91.94,75.92 +2020-08-28,08-28,84.02,75.92 +2020-08-29,08-29,87.98,75.02 +2020-08-30,08-30,91.03999999999999,73.04 +2020-08-31,08-31,91.03999999999999,73.04 +2020-09-01,09-01,91.03999999999999,73.04 +2020-09-02,09-02,89.96000000000001,73.04 +2020-09-03,09-03,91.03999999999999,69.98 +2020-09-04,09-04,93.02,69.08 +2020-09-05,09-05,89.06,66.92 +2020-09-06,09-06,87.08000000000001,62.959999999999994 +2020-09-07,09-07,87.08000000000001,62.059999999999995 +2020-09-08,09-08,89.06,66.02 +2020-09-09,09-09,87.08000000000001,64.94 +2020-09-10,09-10,87.08000000000001,69.98 +2020-09-11,09-11,93.02,71.96 +2020-09-12,09-12,91.03999999999999,75.02 +2020-09-13,09-13,89.96000000000001,73.94 +2020-09-14,09-14,91.03999999999999,73.04 +2020-09-15,09-15,78.98,71.06 +2020-09-16,09-16,71.96,66.02 +2020-09-17,09-17,86.0,69.08 +2020-09-18,09-18,82.94,66.02 +2020-09-19,09-19,73.94,64.04 +2020-09-20,09-20,75.92,57.92 +2020-09-21,09-21,75.02,53.96 +2020-09-22,09-22,71.96,51.98 +2020-09-23,09-23,78.98,60.980000000000004 +2020-09-24,09-24,73.94,62.059999999999995 +2020-09-25,09-25,75.02,68.0 +2020-09-26,09-26,80.96,69.08 +2020-09-27,09-27,86.0,66.02 +2020-09-28,09-28,86.0,62.059999999999995 +2020-09-29,09-29,69.08,50.0 +2020-09-30,09-30,75.92,46.04 +2020-10-01,10-01,80.06,50.0 +2020-10-02,10-02,71.06,42.980000000000004 +2020-10-03,10-03,73.94,42.980000000000004 +2020-10-04,10-04,75.02,51.08 +2020-10-05,10-05,80.06,48.02 +2020-10-06,10-06,82.94,55.94 +2020-10-07,10-07,84.02,57.02 +2020-10-08,10-08,84.91999999999999,55.04 +2020-10-09,10-09,73.04,64.94 +2020-10-10,10-10,77.0,66.92 +2020-10-11,10-11,75.02,69.08 +2020-10-12,10-12,82.04,66.92 +2020-10-13,10-13,78.98,51.98 +2020-10-14,10-14,82.94,48.92 +2020-10-15,10-15,80.06,57.02 +2020-10-16,10-16,69.08,44.06 +2020-10-17,10-17,69.98,42.08 +2020-10-18,10-18,78.08,50.0 +2020-10-19,10-19,82.04,57.92 +2020-10-20,10-20,82.94,59.0 +2020-10-21,10-21,82.94,62.059999999999995 +2020-10-22,10-22,82.94,60.980000000000004 +2020-10-23,10-23,82.94,64.94 +2020-10-24,10-24,71.06,64.04 +2020-10-25,10-25,73.94,66.02 +2020-10-26,10-26,78.98,66.92 +2020-10-27,10-27,80.96,66.92 +2020-10-28,10-28,78.98,71.06 +2020-10-29,10-29,78.98,50.0 +2020-10-30,10-30,64.04,46.04 +2020-10-31,10-31,71.06,44.96 +2020-11-01,11-01,71.96,48.92 +2020-11-02,11-02,59.0,35.06 +2020-11-03,11-03,68.0,32.0 +2020-11-04,11-04,73.04,39.02 +2020-11-05,11-05,73.04,44.96 +2020-11-06,11-06,78.08,50.0 +2020-11-07,11-07,69.08,53.96 +2020-11-08,11-08,78.08,62.059999999999995 +2020-11-09,11-09,80.06,62.059999999999995 +2020-11-10,11-10,75.02,66.92 +2020-11-11,11-11,80.96,71.06 +2020-11-12,11-12,71.06,50.0 +2020-11-13,11-13,73.94,46.94 +2020-11-14,11-14,77.0,44.96 +2020-11-15,11-15,69.98, +2020-11-16,11-16,64.94,33.08 +2020-11-17,11-17,64.94,30.2 +2020-11-18,11-18,66.92,33.98 +2020-11-19,11-19,66.92,42.08 +2020-11-20,11-20,73.04,44.06 +2020-11-21,11-21,73.94,44.06 +2020-11-22,11-22,73.04,48.02 +2020-11-23,11-23,60.980000000000004,35.96 +2020-11-24,11-24,66.02,35.96 +2020-11-25,11-25,71.06,51.98 +2020-11-26,11-26,71.96,42.08 +2020-11-27,11-27,73.04,41.0 +2020-11-28,11-28,66.02,48.92 +2020-11-29,11-29,59.0,48.92 +2020-11-30,11-30,57.02,33.08 +2020-12-01,12-01,44.96,24.26 +2020-12-02,12-02,55.94,20.12 +2020-12-03,12-03,60.08,31.1 +2020-12-04,12-04,53.96,37.04 +2020-12-05,12-05,59.0,31.1 +2020-12-07,12-07,46.94,29.12 +2020-12-08,12-08,51.08,24.26 +2020-12-09,12-09,62.059999999999995,26.240000000000002 +2020-12-10,12-10,71.06,39.92 +2020-12-11,12-11,68.0,37.04 +2020-12-12,12-12,66.92,55.94 +2020-12-13,12-13,66.92,50.0 +2020-12-14,12-14,68.0,37.04 +2020-12-15,12-15,55.94,33.98 +2020-12-16,12-16,48.02,37.04 +2020-12-17,12-17,44.06,26.240000000000002 +2020-12-18,12-18,53.06,24.26 +2020-12-19,12-19,57.02,29.12 +2020-12-20,12-20,59.0,44.96 +2020-12-21,12-21,57.92,41.0 +2020-12-22,12-22,64.04,32.0 +2020-12-23,12-23,66.02,35.96 +2020-12-24,12-24,59.0,27.14 +2020-12-25,12-25,35.96,21.2 +2020-12-26,12-26,48.92,19.22 +2020-12-27,12-27,60.980000000000004,25.16 +2020-12-28,12-28,57.92,30.2 +2020-12-29,12-29,66.02,39.02 +2020-12-30,12-30,69.98,46.94 +2020-12-31,12-31,60.08,51.08 diff --git a/outputs/USW00013871_climatology_2020_F.pdf b/outputs/USW00013871_climatology_2020_F.pdf new file mode 100644 index 0000000..1895824 Binary files /dev/null and b/outputs/USW00013871_climatology_2020_F.pdf differ diff --git a/outputs/USW00013871_climatology_2020_F.png b/outputs/USW00013871_climatology_2020_F.png new file mode 100644 index 0000000..f8583af Binary files /dev/null and b/outputs/USW00013871_climatology_2020_F.png differ diff --git a/outputs/USW00013871_normals_1991_2020_F.csv b/outputs/USW00013871_normals_1991_2020_F.csv new file mode 100644 index 0000000..9a51631 --- /dev/null +++ b/outputs/USW00013871_normals_1991_2020_F.csv @@ -0,0 +1,367 @@ +,record_min_temp,average_min_temp,average_max_temp,record_max_temp +01-01,17.240000000000002,36.656,55.298,71.96 +01-02,17.06,38.102000000000004,54.632,78.08 +01-03,12.020000000000003,36.548,53.738,73.94 +01-04,15.979999999999997,34.034,54.434,75.02 +01-05,10.04,33.026,54.914,71.96 +01-06,13.100000000000001,33.872,54.47,73.94 +01-07,8.240000000000002,32.306,54.464,73.94 +01-08,10.220000000000002,32.492,53.21,73.04 +01-09,15.979999999999997,34.952,54.872,73.04 +01-10,15.979999999999997,36.254,55.316,71.96 +01-11,12.020000000000003,35.81,56.912,73.94 +01-12,19.04,36.656,55.868,75.02 +01-13,17.96,37.322,56.641999999999996,75.02 +01-14,14.0,32.396,55.34,75.92 +01-15,19.04,32.942,53.42,73.94 +01-16,12.920000000000002,31.508,53.258,75.02 +01-17,9.14,33.152,52.952,73.94 +01-18,12.020000000000003,32.558,53.072,78.08 +01-19,8.96,30.758,53.258,73.04 +01-20,17.06,30.596,53.312,78.08 +01-21,15.979999999999997,33.217999999999996,55.274,75.02 +01-22,15.079999999999998,33.068,54.571999999999996,75.92 +01-23,12.020000000000003,34.718,53.6,73.94 +01-24,8.059999999999999,32.558,54.386,73.94 +01-25,12.2,30.092,55.153999999999996,73.04 +01-26,21.02,33.488,55.802,73.94 +01-27,19.939999999999998,34.004,55.82,73.94 +01-28,19.22,33.734,58.448,71.06 +01-29,8.240000000000002,34.994,56.222,78.08 +01-30,5.18,33.104,55.334,78.98 +01-31,18.14,31.52,56.666000000000004,73.04 +02-01,19.939999999999998,34.208,56.894,73.04 +02-02,17.06,34.54482758620689,57.434,78.08 +02-03,14.0,33.302,58.751724137931035,75.92 +02-04,8.059999999999999,34.4,55.513999999999996,73.94 +02-05,8.059999999999999,35.51,54.343999999999994,73.94 +02-06,15.979999999999997,34.838,57.428,75.92 +02-07,24.08,35.048,57.236,80.06 +02-08,17.96,34.274,58.56551724137931,75.02 +02-09,23.0,34.321379310344824,59.348,78.08 +02-10,21.02,35.708,55.964,73.94 +02-11,17.06,36.518,57.83,78.08 +02-12,19.04,35.372,56.876,75.02 +02-13,19.04,34.016,55.454,69.98 +02-14,19.939999999999998,34.454,58.934,69.98 +02-15,19.04,37.31,59.684,73.94 +02-16,12.920000000000002,37.346000000000004,60.176,78.98 +02-17,19.04,36.464,57.482,75.02 +02-18,20.12,38.096,58.766000000000005,73.04 +02-19,15.259999999999998,38.366,60.974000000000004,78.08 +02-20,19.22,40.694,62.51,77.0 +02-21,24.98,42.346896551724136,65.378,80.06 +02-22,26.060000000000002,42.446,63.32,82.04 +02-23,23.0,42.236000000000004,63.29,84.02 +02-24,28.04,40.976,63.29,80.96 +02-25,21.92,39.284,61.519999999999996,78.98 +02-26,21.92,37.004,59.864,82.04 +02-27,19.04,38.588,58.712,75.02 +02-28,15.979999999999997,39.104,62.642,80.06 +02-29,32.0,40.91,65.12,73.94 +03-01,24.08,43.37,63.794,82.04 +03-02,23.0,41.93,61.483999999999995,80.06 +03-03,24.08,39.758,60.086,78.98 +03-04,19.04,37.274,61.525999999999996,78.98 +03-05,19.939999999999998,38.546,63.536,82.04 +03-06,22.1,39.902,64.328,80.06 +03-07,24.26,39.182,65.498,82.04 +03-08,21.02,39.512,66.776,80.96 +03-09,17.96,41.870000000000005,66.8,80.06 +03-10,24.08,42.17,65.366,82.04 +03-11,21.02,40.736000000000004,64.83200000000001,82.04 +03-12,17.96,40.931724137931035,66.13793103448276,84.02 +03-13,21.02,43.22827586206897,65.34344827586207,80.06 +03-14,12.020000000000003,42.458,65.846,82.04 +03-15,12.920000000000002,44.036,67.844,87.98 +03-16,22.1,45.385999999999996,66.914,82.04 +03-17,33.08,45.098,67.166,84.02 +03-18,32.0,47.378,70.232,84.02 +03-19,32.0,46.525999999999996,69.5,84.02 +03-20,33.08,44.834,68.702,84.02 +03-21,28.94,43.43,67.244,86.0 +03-22,28.04,43.244,67.34,82.94 +03-23,26.96,44.072,69.572,87.08000000000001 +03-24,28.94,44.666,70.97,84.02 +03-25,28.04,46.628,70.502,87.98 +03-26,26.96,45.836,69.236,86.0 +03-27,26.060000000000002,46.43,70.47200000000001,84.02 +03-28,30.92,47.486000000000004,70.946,84.02 +03-29,28.22,46.934,71.23400000000001,86.0 +03-30,35.06,47.85241379310345,70.44800000000001,84.02 +03-31,33.08,47.87103448275862,68.024,82.04 +04-01,30.02,45.794,71.444,84.02 +04-02,28.94,45.32,73.844,86.0 +04-03,28.04,47.366,74.33,89.06 +04-04,33.08,47.888,71.228,82.94 +04-05,32.0,47.6,70.946,87.98 +04-06,35.06,47.66,72.176,87.98 +04-07,28.04,49.13,72.602,84.02 +04-08,26.060000000000002,49.903999999999996,73.50200000000001,87.08000000000001 +04-09,30.02,50.102000000000004,73.75399999999999,87.08000000000001 +04-10,32.0,48.53,75.878,89.06 +04-11,33.98,51.278000000000006,75.626,86.0 +04-12,37.04,50.72620689655172,75.30551724137932,86.0 +04-13,37.94,50.006206896551724,75.46068965517242,87.08000000000001 +04-14,35.96,51.361999999999995,74.42,86.0 +04-15,35.06,50.528,74.126,87.08000000000001 +04-16,33.98,48.644,75.02,84.91999999999999 +04-17,33.98,48.86,75.872,87.08000000000001 +04-18,33.08,50.233999999999995,76.334,89.06 +04-19,33.98,51.71,75.74600000000001,87.98 +04-20,35.06,52.766,76.112,87.98 +04-21,37.04,50.792,76.568,87.08000000000001 +04-22,33.98,51.158,75.72200000000001,84.91999999999999 +04-23,35.06,50.798,75.956,84.91999999999999 +04-24,33.98,51.266000000000005,76.202,87.08000000000001 +04-25,33.98,52.37,76.97,87.08000000000001 +04-26,37.04,52.556,74.126,84.91999999999999 +04-27,39.92,52.544,75.356,87.98 +04-28,39.92,52.118,77.55799999999999,87.08000000000001 +04-29,37.04,53.312,77.55799999999999,87.98 +04-30,39.02,53.768,77.21600000000001,87.98 +05-01,41.0,54.428000000000004,78.59,89.06 +05-02,42.08,54.5,79.262,89.06 +05-03,42.980000000000004,55.136,78.062,87.08000000000001 +05-04,39.02,54.007999999999996,77.726,87.08000000000001 +05-05,39.02,55.298,77.732,87.98 +05-06,42.980000000000004,54.494,78.896,87.98 +05-07,39.02,54.926,80.438,89.06 +05-08,44.96,57.056,81.482,89.06 +05-09,42.08,58.076,81.338,89.96000000000001 +05-10,39.02,59.294,80.726,89.96000000000001 +05-11,42.980000000000004,58.994,82.13,89.06 +05-12,44.06,59.077999999999996,80.852,89.96000000000001 +05-13,39.92,57.67399999999999,79.934,91.03999999999999 +05-14,46.04,57.824,80.888,91.94 +05-15,46.94,58.448,80.312,89.96000000000001 +05-16,44.06,58.79,80.72,89.06 +05-17,44.06,58.964,82.094,89.06 +05-18,39.92,59.258,82.04,89.96000000000001 +05-19,44.96,59.366,82.022,91.03999999999999 +05-20,41.0,59.936,82.772,95.0 +05-21,44.06,59.954,81.224,91.94 +05-22,42.08,59.348,82.958,93.91999999999999 +05-23,46.04,60.932,85.03999999999999,93.91999999999999 +05-24,46.94,61.388,85.16600000000001,96.08000000000001 +05-25,50.0,62.696,83.94200000000001,91.94 +05-26,50.0,62.918,84.326,95.0 +05-27,51.98,63.836,85.364,93.02 +05-28,51.08,63.806000000000004,84.068,93.02 +05-29,55.04,64.124,82.73,93.02 +05-30,51.98,64.856,84.404,95.0 +05-31,46.04,64.598,85.094,95.0 +06-01,53.96,63.956,84.374,98.96000000000001 +06-02,50.0,63.967999999999996,84.872,98.06 +06-03,57.92,65.06,87.482,98.06 +06-04,55.94,66.03800000000001,86.576,96.08000000000001 +06-05,55.94,65.53399999999999,85.16600000000001,102.02 +06-06,51.08,63.967999999999996,85.142,96.98 +06-07,50.0,65.366,86.324,95.0 +06-08,53.96,66.03200000000001,86.50399999999999,96.08000000000001 +06-09,55.94,66.06200000000001,87.74600000000001,96.08000000000001 +06-10,59.0,66.74000000000001,88.532,96.98 +06-11,60.980000000000004,67.34,87.524,96.08000000000001 +06-12,59.0,67.37,87.512,95.0 +06-13,55.04,67.166,87.27799999999999,96.08000000000001 +06-14,51.08,67.07000000000001,87.308,95.0 +06-15,51.08,67.07600000000001,89.108,98.06 +06-16,57.02,66.914,88.574,98.06 +06-17,59.0,67.604,88.388,96.98 +06-18,57.02,67.334,87.95599999999999,96.08000000000001 +06-19,55.04,67.46620689655172,87.50827586206897,93.91999999999999 +06-20,57.02,66.56,88.80799999999999,96.98 +06-21,55.94,67.106,88.28,98.96000000000001 +06-22,55.94,67.124,88.83200000000001,98.96000000000001 +06-23,57.92,67.83200000000001,89.72,98.96000000000001 +06-24,57.92,68.47999999999999,89.0,96.98 +06-25,59.0,68.50399999999999,88.39399999999999,100.03999999999999 +06-26,57.92,68.3,87.32000000000001,95.0 +06-27,62.959999999999994,68.726,88.83200000000001,96.08000000000001 +06-28,60.08,68.81,88.628,98.96000000000001 +06-29,59.0,68.31200000000001,88.934,102.02 +06-30,60.08,68.342,89.618,104.0 +07-01,55.94,68.396,90.17,104.0 +07-02,57.02,69.224,90.938,98.06 +07-03,62.059999999999995,69.674,89.97200000000001,96.98 +07-04,59.0,69.428,89.828,96.98 +07-05,60.980000000000004,69.536,89.456,96.08000000000001 +07-06,64.94,69.788,88.97,98.06 +07-07,64.94,70.238,89.46799999999999,98.06 +07-08,60.980000000000004,69.992,90.542,100.03999999999999 +07-09,66.02,70.646,91.316,98.96000000000001 +07-10,66.02,70.74799999999999,90.524,95.0 +07-11,66.02,70.886,90.974,98.96000000000001 +07-12,66.02,71.018,90.524,100.94 +07-13,66.02,70.886,89.822,96.98 +07-14,64.04,70.616,90.842,98.06 +07-15,59.0,70.328,90.5,100.94 +07-16,59.0,70.04206896551725,89.642,96.98 +07-17,57.92,70.346,90.068,98.96000000000001 +07-18,59.0,69.542,90.86,98.96000000000001 +07-19,60.08,70.274,91.664,102.02 +07-20,55.04,70.412,91.58000000000001,100.03999999999999 +07-21,57.02,70.856,91.862,98.96000000000001 +07-22,60.980000000000004,70.982,90.854,98.96000000000001 +07-23,66.02,70.97,89.63,100.03999999999999 +07-24,60.980000000000004,70.56200000000001,90.932,98.06 +07-25,59.0,70.376,90.476,100.03999999999999 +07-26,64.04,70.56800000000001,91.106,98.06 +07-27,66.92,71.096,90.92,100.03999999999999 +07-28,64.94,71.078,90.398,98.06 +07-29,62.059999999999995,70.586,90.218,95.0 +07-30,53.96,70.232,90.53,98.06 +07-31,60.980000000000004,70.412,89.12,98.06 +08-01,59.0,69.98,89.50399999999999,98.06 +08-02,60.08,70.322,89.94200000000001,98.06 +08-03,64.04,70.184,90.464,96.98 +08-04,62.959999999999994,70.25,91.37,98.96000000000001 +08-05,64.94,70.58,91.502,98.06 +08-06,62.059999999999995,70.712,90.218,98.96000000000001 +08-07,60.08,70.838,90.632,100.03999999999999 +08-08,62.059999999999995,70.646,90.506,102.91999999999999 +08-09,57.02,70.346,89.924,102.91999999999999 +08-10,62.059999999999995,70.184,90.32620689655172,102.02 +08-11,64.04,70.268,90.176,102.02 +08-12,59.0,69.74600000000001,89.3,100.03999999999999 +08-13,57.02,69.09200000000001,89.066,102.02 +08-14,51.98,68.97200000000001,89.372,104.0 +08-15,55.04,68.13799999999999,90.08,104.0 +08-16,60.980000000000004,69.05,90.78799999999998,104.0 +08-17,62.059999999999995,70.07,90.94399999999999,100.94 +08-18,62.059999999999995,70.10600000000001,91.33399999999999,100.94 +08-19,64.04,70.286,91.1,100.03999999999999 +08-20,60.980000000000004,70.274,90.65,98.96000000000001 +08-21,57.92,69.866,89.24600000000001,100.03999999999999 +08-22,55.04,68.438,90.152,104.0 +08-23,55.04,68.24,90.35,102.91999999999999 +08-24,57.02,68.708,89.9,96.98 +08-25,59.0,69.428,88.37,98.96000000000001 +08-26,55.04,68.912,89.336,100.03999999999999 +08-27,60.980000000000004,69.038,89.53999999999999,95.0 +08-28,62.059999999999995,69.188,89.258,96.08000000000001 +08-29,51.98,68.97200000000001,89.53399999999999,96.98 +08-30,55.04,69.27799999999999,88.262,95.0 +08-31,60.980000000000004,69.872,88.77799999999999,96.08000000000001 +09-01,60.980000000000004,69.08,88.508,96.98 +09-02,59.0,68.888,87.66799999999999,96.98 +09-03,57.02,67.77799999999999,87.59599999999999,96.98 +09-04,57.92,66.878,88.10600000000001,96.08000000000001 +09-05,51.98,66.332,88.148,98.96000000000001 +09-06,53.06,65.372,86.92999999999999,96.98 +09-07,48.02,66.038,87.212,96.08000000000001 +09-08,51.98,65.798,88.214,96.08000000000001 +09-09,53.96,65.288,87.38,98.06 +09-10,53.06,65.264,87.614,96.98 +09-11,53.06,64.83200000000001,87.16999999999999,96.98 +09-12,53.06,65.228,87.26599999999999,98.96000000000001 +09-13,53.96,64.994,86.204,100.03999999999999 +09-14,50.0,64.136,87.25399999999999,96.08000000000001 +09-15,53.06,64.01,85.898,98.96000000000001 +09-16,50.0,64.574,85.322,98.06 +09-17,46.94,64.394,85.982,98.96000000000001 +09-18,48.02,63.812000000000005,86.19200000000001,98.06 +09-19,50.0,62.732,84.89,96.98 +09-20,51.08,62.444,85.562,98.96000000000001 +09-21,48.92,63.278,83.36,96.08000000000001 +09-22,44.06,62.804,84.092,96.08000000000001 +09-23,39.92,62.221999999999994,84.536,96.98 +09-24,44.06,61.694,82.67,96.98 +09-25,46.94,60.739999999999995,81.932,98.06 +09-26,39.92,60.662,81.578,96.08000000000001 +09-27,42.08,61.4,81.542,95.0 +09-28,41.0,58.736000000000004,81.97999999999999,93.91999999999999 +09-29,42.980000000000004,56.924,80.3,96.08000000000001 +09-30,42.08,55.238,80.16799999999999,98.06 +10-01,42.08,56.012,80.58200000000001,98.06 +10-02,39.02,56.366,80.324,98.96000000000001 +10-03,37.94,57.391999999999996,79.964,100.03999999999999 +10-04,42.08,57.092,80.978,98.06 +10-05,37.04,56.702,81.64399999999999,91.94 +10-06,37.04,56.924,79.89200000000001,91.03999999999999 +10-07,33.98,56.492,77.624,89.96000000000001 +10-08,33.98,56.636,78.362,91.03999999999999 +10-09,33.98,57.379999999999995,77.36,89.06 +10-10,32.0,56.989999999999995,77.042,89.96000000000001 +10-11,33.08,56.198,77.97200000000001,89.06 +10-12,35.96,55.4,76.79599999999999,84.91999999999999 +10-13,39.02,54.356,77.096,87.98 +10-14,35.06,51.656,76.91,87.08000000000001 +10-15,35.96,51.35,76.1,84.02 +10-16,37.04,50.306,73.844,84.02 +10-17,35.06,49.094,74.24600000000001,87.08000000000001 +10-18,35.06,49.532,74.94200000000001,89.06 +10-19,33.08,49.916000000000004,74.474,89.96000000000001 +10-20,32.0,48.206,74.348,89.96000000000001 +10-21,30.92,47.93,75.644,86.0 +10-22,33.98,48.416000000000004,73.862,82.94 +10-23,33.98,47.269999999999996,73.196,82.94 +10-24,30.92,48.062,72.224,84.02 +10-25,30.02,47.864,71.822,84.91999999999999 +10-26,30.92,50.39,73.208,87.98 +10-27,30.92,49.868,71.606,87.08000000000001 +10-28,28.04,47.708,71.648,87.08000000000001 +10-29,28.04,46.76,71.432,87.98 +10-30,30.92,45.908,72.908,87.08000000000001 +10-31,28.94,46.772,72.35,87.98 +11-01,26.96,46.634,70.706,87.98 +11-02,28.94,45.007999999999996,68.888,84.91999999999999 +11-03,28.04,42.632000000000005,69.32000000000001,84.91999999999999 +11-04,24.98,43.49,68.066,80.06 +11-05,19.939999999999998,45.668,68.876,80.96 +11-06,28.94,45.536,67.49,80.96 +11-07,26.96,44.258,67.706,82.94 +11-08,26.96,43.058,65.912,84.02 +11-09,30.02,42.506,66.92,82.94 +11-10,28.04,41.635999999999996,66.554,82.04 +11-11,26.060000000000002,40.772,68.13034482758621,80.96 +11-12,22.1,40.61,64.586,75.02 +11-13,20.12,41.324,63.296,75.92 +11-14,25.16,40.742000000000004,64.886,80.06 +11-15,26.240000000000002,41.173793103448276,63.098,78.08 +11-16,24.98,39.8,64.562,82.04 +11-17,21.02,38.21,65.264,80.96 +11-18,20.12,38.612,63.656,80.06 +11-19,18.14,39.602000000000004,64.106,78.08 +11-20,26.96,40.442,64.622,75.92 +11-21,21.92,41.504000000000005,64.556,77.0 +11-22,19.939999999999998,39.746,64.298,77.0 +11-23,26.060000000000002,39.32,62.54,75.02 +11-24,26.060000000000002,39.116,63.488,77.0 +11-25,24.08,38.744,62.702,75.92 +11-26,24.98,36.403999999999996,63.266000000000005,77.0 +11-27,26.240000000000002,37.43,61.172000000000004,75.02 +11-28,19.22,37.682,62.972,78.08 +11-29,23.0,39.824,61.958000000000006,78.08 +11-30,24.08,40.304,64.02799999999999,75.92 +12-01,24.08,37.184,61.142,77.0 +12-02,20.12,36.65,62.324,75.92 +12-03,26.060000000000002,36.914,61.760000000000005,75.02 +12-04,21.92,39.716,60.019999999999996,78.08 +12-05,19.04,38.576,58.43,77.0 +12-06,23.0,36.97793103448276,57.355172413793106,78.08 +12-07,19.04,35.342,56.828,78.98 +12-08,17.06,36.446,56.546,77.0 +12-09,15.979999999999997,38.15,58.412,75.92 +12-10,15.979999999999997,36.41,57.344,78.98 +12-11,17.96,36.002,55.562,77.0 +12-12,23.18,37.646,56.72,75.02 +12-13,17.96,38.342,57.398,73.94 +12-14,12.920000000000002,37.34,56.588,73.04 +12-15,21.02,35.75,57.062,71.96 +12-16,22.1,36.967999999999996,59.684,73.94 +12-17,19.939999999999998,35.51,57.11,73.04 +12-18,17.96,33.272,55.826,73.04 +12-19,17.06,33.308,55.772,71.96 +12-20,10.940000000000001,36.116,55.292,69.98 +12-21,19.04,36.932,56.81,77.0 +12-22,17.96,37.43,57.763999999999996,73.04 +12-23,19.04,36.806,57.698,73.04 +12-24,23.0,35.078,54.872,73.94 +12-25,19.939999999999998,33.158,51.806,78.08 +12-26,17.06,33.254,54.733999999999995,78.08 +12-27,21.02,34.862,55.832,75.92 +12-28,15.079999999999998,37.424,56.989999999999995,73.04 +12-29,21.02,36.998,57.248000000000005,71.96 +12-30,15.079999999999998,34.886,55.274,71.96 +12-31,15.079999999999998,36.89,55.7,73.04