diff --git a/FA_Assignment_3.ipynb b/FA_Assignment_3.ipynb
new file mode 100644
index 0000000..7dfa7a6
--- /dev/null
+++ b/FA_Assignment_3.ipynb
@@ -0,0 +1,1230 @@
+{
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+ {
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+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " ID | \n",
+ " LAT | \n",
+ " LON | \n",
+ " ELEV | \n",
+ " UKN | \n",
+ " NAME | \n",
+ " GSN | \n",
+ " WBAN | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " ACW00011604 | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
+ " 10.1 | \n",
+ " NaN | \n",
+ " ST JOHNS COOLIDGE FLD | \n",
+ " NaN | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " ACW00011647 | \n",
+ " 17.1333 | \n",
+ " -61.7833 | \n",
+ " 19.2 | \n",
+ " NaN | \n",
+ " ST JOHNS | \n",
+ " NaN | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " AE000041196 | \n",
+ " 25.3330 | \n",
+ " 55.5170 | \n",
+ " 34.0 | \n",
+ " NaN | \n",
+ " SHARJAH INTER. AIRP | \n",
+ " GSN | \n",
+ " 41196.0 | \n",
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\n",
+ " \n",
+ " | 3 | \n",
+ " AEM00041194 | \n",
+ " 25.2550 | \n",
+ " 55.3640 | \n",
+ " 10.4 | \n",
+ " NaN | \n",
+ " DUBAI INTL | \n",
+ " NaN | \n",
+ " 41194.0 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " AEM00041217 | \n",
+ " 24.4330 | \n",
+ " 54.6510 | \n",
+ " 26.8 | \n",
+ " NaN | \n",
+ " ABU DHABI INTL | \n",
+ " NaN | \n",
+ " 41217.0 | \n",
+ "
\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
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+ " \n",
+ " | 129653 | \n",
+ " ZI000067969 | \n",
+ " -21.0500 | \n",
+ " 29.3670 | \n",
+ " 861.0 | \n",
+ " NaN | \n",
+ " WEST NICHOLSON | \n",
+ " NaN | \n",
+ " 67969.0 | \n",
+ "
\n",
+ " \n",
+ " | 129654 | \n",
+ " ZI000067975 | \n",
+ " -20.0670 | \n",
+ " 30.8670 | \n",
+ " 1095.0 | \n",
+ " NaN | \n",
+ " MASVINGO | \n",
+ " NaN | \n",
+ " 67975.0 | \n",
+ "
\n",
+ " \n",
+ " | 129655 | \n",
+ " ZI000067977 | \n",
+ " -21.0170 | \n",
+ " 31.5830 | \n",
+ " 430.0 | \n",
+ " NaN | \n",
+ " BUFFALO RANGE | \n",
+ " NaN | \n",
+ " 67977.0 | \n",
+ "
\n",
+ " \n",
+ " | 129656 | \n",
+ " ZI000067983 | \n",
+ " -20.2000 | \n",
+ " 32.6160 | \n",
+ " 1132.0 | \n",
+ " NaN | \n",
+ " CHIPINGE | \n",
+ " GSN | \n",
+ " 67983.0 | \n",
+ "
\n",
+ " \n",
+ " | 129657 | \n",
+ " ZI000067991 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " 457.0 | \n",
+ " NaN | \n",
+ " BEITBRIDGE | \n",
+ " NaN | \n",
+ " 67991.0 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
129658 rows × 8 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " ID LAT LON ELEV UKN NAME \\\n",
+ "0 ACW00011604 17.1167 -61.7833 10.1 NaN ST JOHNS COOLIDGE FLD \n",
+ "1 ACW00011647 17.1333 -61.7833 19.2 NaN ST JOHNS \n",
+ "2 AE000041196 25.3330 55.5170 34.0 NaN SHARJAH INTER. AIRP \n",
+ "3 AEM00041194 25.2550 55.3640 10.4 NaN DUBAI INTL \n",
+ "4 AEM00041217 24.4330 54.6510 26.8 NaN ABU DHABI INTL \n",
+ "... ... ... ... ... ... ... \n",
+ "129653 ZI000067969 -21.0500 29.3670 861.0 NaN WEST NICHOLSON \n",
+ "129654 ZI000067975 -20.0670 30.8670 1095.0 NaN MASVINGO \n",
+ "129655 ZI000067977 -21.0170 31.5830 430.0 NaN BUFFALO RANGE \n",
+ "129656 ZI000067983 -20.2000 32.6160 1132.0 NaN CHIPINGE \n",
+ "129657 ZI000067991 -22.2170 30.0000 457.0 NaN BEITBRIDGE \n",
+ "\n",
+ " GSN WBAN \n",
+ "0 NaN NaN \n",
+ "1 NaN NaN \n",
+ "2 GSN 41196.0 \n",
+ "3 NaN 41194.0 \n",
+ "4 NaN 41217.0 \n",
+ "... ... ... \n",
+ "129653 NaN 67969.0 \n",
+ "129654 NaN 67975.0 \n",
+ "129655 NaN 67977.0 \n",
+ "129656 GSN 67983.0 \n",
+ "129657 NaN 67991.0 \n",
+ "\n",
+ "[129658 rows x 8 columns]"
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Read in first dataset\n",
+ "import pandas as pd\n",
+ "\n",
+ "stn_ids = pd.read_fwf('http://noaa-ghcn-pds.s3.amazonaws.com/ghcnd-stations.txt', header=None, infer_nrows=1000)\n",
+ "stn_ids.columns = ['ID','LAT','LON','ELEV','UKN','NAME','GSN','WBAN']\n",
+ "stn_ids"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " ID | \n",
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+ " LON | \n",
+ " ELEM | \n",
+ " TiMIN | \n",
+ " TiMAX | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " ACW00011604 | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
+ " TMAX | \n",
+ " 1949 | \n",
+ " 1949 | \n",
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\n",
+ " \n",
+ " | 1 | \n",
+ " ACW00011604 | \n",
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\n",
+ " \n",
+ " | 2 | \n",
+ " ACW00011604 | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
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+ " 1949 | \n",
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\n",
+ " \n",
+ " | 3 | \n",
+ " ACW00011604 | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
+ " SNOW | \n",
+ " 1949 | \n",
+ " 1949 | \n",
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\n",
+ " \n",
+ " | 4 | \n",
+ " ACW00011604 | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
+ " SNWD | \n",
+ " 1949 | \n",
+ " 1949 | \n",
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\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " | 767053 | \n",
+ " ZI000067983 | \n",
+ " -20.2000 | \n",
+ " 32.6160 | \n",
+ " PRCP | \n",
+ " 1951 | \n",
+ " 2025 | \n",
+ "
\n",
+ " \n",
+ " | 767054 | \n",
+ " ZI000067983 | \n",
+ " -20.2000 | \n",
+ " 32.6160 | \n",
+ " TAVG | \n",
+ " 1962 | \n",
+ " 2025 | \n",
+ "
\n",
+ " \n",
+ " | 767055 | \n",
+ " ZI000067991 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " TMAX | \n",
+ " 1951 | \n",
+ " 1990 | \n",
+ "
\n",
+ " \n",
+ " | 767056 | \n",
+ " ZI000067991 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " TMIN | \n",
+ " 1951 | \n",
+ " 1990 | \n",
+ "
\n",
+ " \n",
+ " | 767057 | \n",
+ " ZI000067991 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " PRCP | \n",
+ " 1951 | \n",
+ " 1990 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
767058 rows × 6 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " ID LAT LON ELEM TiMIN TiMAX\n",
+ "0 ACW00011604 17.1167 -61.7833 TMAX 1949 1949\n",
+ "1 ACW00011604 17.1167 -61.7833 TMIN 1949 1949\n",
+ "2 ACW00011604 17.1167 -61.7833 PRCP 1949 1949\n",
+ "3 ACW00011604 17.1167 -61.7833 SNOW 1949 1949\n",
+ "4 ACW00011604 17.1167 -61.7833 SNWD 1949 1949\n",
+ "... ... ... ... ... ... ...\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",
+ "[767058 rows x 6 columns]"
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Read in second dataset\n",
+ "periods = pd.read_fwf('http://noaa-ghcn-pds.s3.amazonaws.com/ghcnd-inventory.txt', header=None, infer_nrows=1000)\n",
+ "periods.columns = ['ID','LAT','LON','ELEM','TiMIN','TiMAX']\n",
+ "periods"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " ID | \n",
+ " LAT_x | \n",
+ " LON_x | \n",
+ " ELEV | \n",
+ " UKN | \n",
+ " NAME | \n",
+ " GSN | \n",
+ " WBAN | \n",
+ " LAT_y | \n",
+ " LON_y | \n",
+ " ELEM | \n",
+ " TiMIN | \n",
+ " TiMAX | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
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\n",
+ " \n",
+ " | 1 | \n",
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+ " ST JOHNS COOLIDGE FLD | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
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+ " 1949.0 | \n",
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\n",
+ " \n",
+ " | 2 | \n",
+ " ACW00011604 | \n",
+ " 17.1167 | \n",
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+ " ST JOHNS COOLIDGE FLD | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
+ " PRCP | \n",
+ " 1949.0 | \n",
+ " 1949.0 | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " ACW00011604 | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
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+ " ST JOHNS COOLIDGE FLD | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
+ " SNOW | \n",
+ " 1949.0 | \n",
+ " 1949.0 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " ACW00011604 | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
+ " 10.1 | \n",
+ " NaN | \n",
+ " ST JOHNS COOLIDGE FLD | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 17.1167 | \n",
+ " -61.7833 | \n",
+ " SNWD | \n",
+ " 1949.0 | \n",
+ " 1949.0 | \n",
+ "
\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " | 767089 | \n",
+ " ZI000067983 | \n",
+ " -20.2000 | \n",
+ " 32.6160 | \n",
+ " 1132.0 | \n",
+ " NaN | \n",
+ " CHIPINGE | \n",
+ " GSN | \n",
+ " 67983.0 | \n",
+ " -20.2000 | \n",
+ " 32.6160 | \n",
+ " PRCP | \n",
+ " 1951.0 | \n",
+ " 2025.0 | \n",
+ "
\n",
+ " \n",
+ " | 767090 | \n",
+ " ZI000067983 | \n",
+ " -20.2000 | \n",
+ " 32.6160 | \n",
+ " 1132.0 | \n",
+ " NaN | \n",
+ " CHIPINGE | \n",
+ " GSN | \n",
+ " 67983.0 | \n",
+ " -20.2000 | \n",
+ " 32.6160 | \n",
+ " TAVG | \n",
+ " 1962.0 | \n",
+ " 2025.0 | \n",
+ "
\n",
+ " \n",
+ " | 767091 | \n",
+ " ZI000067991 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " 457.0 | \n",
+ " NaN | \n",
+ " BEITBRIDGE | \n",
+ " NaN | \n",
+ " 67991.0 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " TMAX | \n",
+ " 1951.0 | \n",
+ " 1990.0 | \n",
+ "
\n",
+ " \n",
+ " | 767092 | \n",
+ " ZI000067991 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " 457.0 | \n",
+ " NaN | \n",
+ " BEITBRIDGE | \n",
+ " NaN | \n",
+ " 67991.0 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " TMIN | \n",
+ " 1951.0 | \n",
+ " 1990.0 | \n",
+ "
\n",
+ " \n",
+ " | 767093 | \n",
+ " ZI000067991 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " 457.0 | \n",
+ " NaN | \n",
+ " BEITBRIDGE | \n",
+ " NaN | \n",
+ " 67991.0 | \n",
+ " -22.2170 | \n",
+ " 30.0000 | \n",
+ " PRCP | \n",
+ " 1951.0 | \n",
+ " 1990.0 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
767094 rows × 13 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " ID LAT_x LON_x ELEV UKN NAME \\\n",
+ "0 ACW00011604 17.1167 -61.7833 10.1 NaN ST JOHNS COOLIDGE FLD \n",
+ "1 ACW00011604 17.1167 -61.7833 10.1 NaN ST JOHNS COOLIDGE FLD \n",
+ "2 ACW00011604 17.1167 -61.7833 10.1 NaN ST JOHNS COOLIDGE FLD \n",
+ "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",
+ "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",
+ "1 NaN NaN 17.1167 -61.7833 TMIN 1949.0 1949.0 \n",
+ "2 NaN NaN 17.1167 -61.7833 PRCP 1949.0 1949.0 \n",
+ "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",
+ "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",
+ "[767094 rows x 13 columns]"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Merge\n",
+ "merged_stns = pd.merge(stn_ids,periods,how='left',left_on='ID',right_on='ID')\n",
+ "merged_stns"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
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\n",
+ " \n",
+ " \n",
+ " | \n",
+ " ID | \n",
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+ " LON_x | \n",
+ " ELEV | \n",
+ " UKN | \n",
+ " NAME | \n",
+ " GSN | \n",
+ " WBAN | \n",
+ " LAT_y | \n",
+ " LON_y | \n",
+ " ELEM | \n",
+ " TiMIN | \n",
+ " TiMAX | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 762672 | \n",
+ " USW00094728 | \n",
+ " 40.7789 | \n",
+ " -73.9692 | \n",
+ " 42.7 | \n",
+ " NY | \n",
+ " NY CITY CNTRL PARK | \n",
+ " NaN | \n",
+ " 72506.0 | \n",
+ " 40.7789 | \n",
+ " -73.9692 | \n",
+ " TMAX | \n",
+ " 1869.0 | \n",
+ " 2025.0 | \n",
+ "
\n",
+ " \n",
+ " | 762673 | \n",
+ " USW00094728 | \n",
+ " 40.7789 | \n",
+ " -73.9692 | \n",
+ " 42.7 | \n",
+ " NY | \n",
+ " NY CITY CNTRL PARK | \n",
+ " NaN | \n",
+ " 72506.0 | \n",
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+ " -73.9692 | \n",
+ " TMIN | \n",
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+ " 2025.0 | \n",
+ "
\n",
+ " \n",
+ " | 762674 | \n",
+ " USW00094728 | \n",
+ " 40.7789 | \n",
+ " -73.9692 | \n",
+ " 42.7 | \n",
+ " NY | \n",
+ " NY CITY CNTRL PARK | \n",
+ " NaN | \n",
+ " 72506.0 | \n",
+ " 40.7789 | \n",
+ " -73.9692 | \n",
+ " TOBS | \n",
+ " 1952.0 | \n",
+ " 1952.0 | \n",
+ "
\n",
+ " \n",
+ " | 762675 | \n",
+ " USW00094728 | \n",
+ " 40.7789 | \n",
+ " -73.9692 | \n",
+ " 42.7 | \n",
+ " NY | \n",
+ " NY CITY CNTRL PARK | \n",
+ " NaN | \n",
+ " 72506.0 | \n",
+ " 40.7789 | \n",
+ " -73.9692 | \n",
+ " PRCP | \n",
+ " 1869.0 | \n",
+ " 2025.0 | \n",
+ "
\n",
+ " \n",
+ " | 762676 | \n",
+ " USW00094728 | \n",
+ " 40.7789 | \n",
+ " -73.9692 | \n",
+ " 42.7 | \n",
+ " NY | \n",
+ " NY CITY CNTRL PARK | \n",
+ " NaN | \n",
+ " 72506.0 | \n",
+ " 40.7789 | \n",
+ " -73.9692 | \n",
+ " SNOW | \n",
+ " 1869.0 | \n",
+ " 2025.0 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " ID LAT_x LON_x ELEV UKN NAME GSN \\\n",
+ "762672 USW00094728 40.7789 -73.9692 42.7 NY NY CITY CNTRL PARK NaN \n",
+ "762673 USW00094728 40.7789 -73.9692 42.7 NY NY CITY CNTRL PARK NaN \n",
+ "762674 USW00094728 40.7789 -73.9692 42.7 NY NY CITY CNTRL PARK NaN \n",
+ "762675 USW00094728 40.7789 -73.9692 42.7 NY NY CITY CNTRL PARK NaN \n",
+ "762676 USW00094728 40.7789 -73.9692 42.7 NY NY CITY CNTRL PARK NaN \n",
+ "\n",
+ " WBAN LAT_y LON_y ELEM TiMIN TiMAX \n",
+ "762672 72506.0 40.7789 -73.9692 TMAX 1869.0 2025.0 \n",
+ "762673 72506.0 40.7789 -73.9692 TMIN 1869.0 2025.0 \n",
+ "762674 72506.0 40.7789 -73.9692 TOBS 1952.0 1952.0 \n",
+ "762675 72506.0 40.7789 -73.9692 PRCP 1869.0 2025.0 \n",
+ "762676 72506.0 40.7789 -73.9692 SNOW 1869.0 2025.0 "
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Obtain ID for Central Park station\n",
+ "check = merged_stns[merged_stns['LAT_x'].between(40.77,40.79) & merged_stns['LON_x'].between(-74,-73.94)]\n",
+ "check.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array(['TMAX', 'TMIN', 'PRCP', 'SNOW', 'DASF', 'MDSF', 'SNWD', 'WT04',\n",
+ " 'WT09', 'TOBS', 'WT07', 'EVAP', 'WDMV', 'DAEV', 'MDEV', 'DAWM',\n",
+ " 'MDWM', 'WT03', 'WT16', 'WT18', 'WT06', 'ACMH', 'ACSH', 'PSUN',\n",
+ " 'TSUN', 'WDFM', 'WSFM', 'PGTM', 'WDFG', 'WSFG', 'WT05', 'WESD',\n",
+ " 'WDF1', 'WSF1', 'AWND', 'FMTM', 'WT14', 'WT15', 'WT17', 'WDF2',\n",
+ " 'WDF5', 'WSF2', 'WSF5', 'WT01', 'WT08', 'WT19', 'WT02', 'WT13',\n",
+ " 'WT22', 'WT11', 'TAVG', 'WT21', 'ADPT', 'ASLP', 'ASTP', 'AWBT',\n",
+ " 'RHAV', 'RHMN', 'RHMX'], dtype=object)"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Download Central Park station data\n",
+ "central_park = pd.read_csv(\"s3://noaa-ghcn-pds/csv/by_station/USW00094728.csv\",storage_options={\"anon\": True},dtype={'Q_FLAG': 'object', 'M_FLAG': 'object'},parse_dates=['DATE']).set_index('DATE')\n",
+ "\n",
+ "central_park['ELEMENT'].unique()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " ID ELEMENT DATA_VALUE M_FLAG Q_FLAG S_FLAG OBS_TIME \\\n",
+ "DATE \n",
+ "1869-01-01 USW00094728 TMAX -1.7 NaN NaN Z NaN \n",
+ "1869-01-02 USW00094728 TMAX -2.8 NaN NaN Z NaN \n",
+ "1869-01-03 USW00094728 TMAX 1.7 NaN NaN Z NaN \n",
+ "1869-01-04 USW00094728 TMAX 2.8 NaN NaN Z NaN \n",
+ "1869-01-05 USW00094728 TMAX 6.1 NaN NaN Z NaN \n",
+ "... ... ... ... ... ... ... ... \n",
+ "2025-02-02 USW00094728 WSF5 10.3 NaN NaN W NaN \n",
+ "2025-02-03 USW00094728 WSF5 8.5 NaN NaN W NaN \n",
+ "2025-02-04 USW00094728 WSF5 16.5 NaN NaN W NaN \n",
+ "2025-02-05 USW00094728 WSF5 9.8 NaN NaN W NaN \n",
+ "2025-02-01 USW00094728 WT01 0.1 NaN NaN W NaN \n",
+ "\n",
+ " month_day year \n",
+ "DATE \n",
+ "1869-01-01 01-01 1869 \n",
+ "1869-01-02 01-02 1869 \n",
+ "1869-01-03 01-03 1869 \n",
+ "1869-01-04 01-04 1869 \n",
+ "1869-01-05 01-05 1869 \n",
+ "... ... ... \n",
+ "2025-02-02 02-02 2025 \n",
+ "2025-02-03 02-03 2025 \n",
+ "2025-02-04 02-04 2025 \n",
+ "2025-02-05 02-05 2025 \n",
+ "2025-02-01 02-01 2025 \n",
+ "\n",
+ "[458003 rows x 9 columns]\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Create month/day/year columns for future merging and scale data values\n",
+ "central_park['month_day'] = central_park.index.strftime('%m-%d')\n",
+ "central_park['year'] = central_park.index.strftime('%Y')\n",
+ "central_park['DATA_VALUE'] = central_park['DATA_VALUE']/10\n",
+ "print(central_park)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def create_central_park_df(df: pd.DataFrame) -> pd.DataFrame:\n",
+ " \"\"\"\n",
+ " This function a combined DataFrame with record high/low temperatures and\n",
+ " 1991–2020 average high/low temperatures for each calendar day.\n",
+ " \n",
+ " Month/Day is used to group and calculate values\n",
+ " \n",
+ " \"\"\"\n",
+ " \n",
+ " # Create month/day column for later grouping\n",
+ " df['month_day'] = df.index.strftime('%m-%d')\n",
+ " \n",
+ " # Create TMAX and TMIN dataframes\n",
+ " cp_tmax = df[df['ELEMENT'] == 'TMAX'].copy()\n",
+ " cp_tmin = df[df['ELEMENT'] == 'TMIN'].copy()\n",
+ "\n",
+ "\n",
+ " # Create record highs and lows dataframes\n",
+ " record_max = cp_tmax.groupby('month_day')['DATA_VALUE'].max()\n",
+ " record_min = cp_tmin.groupby('month_day')['DATA_VALUE'].min()\n",
+ "\n",
+ " # Create normals dataframes\n",
+ " start = '1991-01-01'\n",
+ " end = '2020-12-31'\n",
+ " \n",
+ " norm_tmax = cp_tmax.loc[start:end]\n",
+ " norm_tmin = cp_tmin.loc[start:end]\n",
+ "\n",
+ " normal_max = norm_tmax.groupby('month_day')['DATA_VALUE'].mean()\n",
+ " normal_min = norm_tmin.groupby('month_day')['DATA_VALUE'].mean()\n",
+ "\n",
+ " # Combine dataframes\n",
+ " combined_df = pd.DataFrame({\n",
+ " 'record_max_temp': record_max,\n",
+ " 'record_min_temp': record_min,\n",
+ " 'average_max_temp': normal_max,\n",
+ " 'average_min_temp': normal_min\n",
+ " })\n",
+ "\n",
+ " return combined_df\n",
+ "\n",
+ "\n",
+ "central_park_temps = create_central_park_df(central_park)\n",
+ "\n",
+ "def celsius_to_fahrenheit(c):\n",
+ " return (c * 9/5) + 32\n",
+ "x = celsius_to_fahrenheit(central_park_temps['record_max_temp'])\n",
+ "\n",
+ "x.plot()\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " month_day | \n",
+ " year | \n",
+ " TMAX_Value | \n",
+ " TMIN_Value | \n",
+ " record_max_temp | \n",
+ " record_min_temp | \n",
+ " average_max_temp | \n",
+ " average_min_temp | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " 01-01 | \n",
+ " 1998 | \n",
+ " -1.7 | \n",
+ " -10.0 | \n",
+ " 16.7 | \n",
+ " -20.0 | \n",
+ " 5.806667 | \n",
+ " -1.423333 | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " 01-02 | \n",
+ " 1998 | \n",
+ " 10.6 | \n",
+ " -1.7 | \n",
+ " 20.0 | \n",
+ " -16.7 | \n",
+ " 5.546667 | \n",
+ " -1.653333 | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " 01-03 | \n",
+ " 1998 | \n",
+ " 15.6 | \n",
+ " 7.8 | \n",
+ " 17.8 | \n",
+ " -20.0 | \n",
+ " 4.820000 | \n",
+ " -0.906667 | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " 01-04 | \n",
+ " 1998 | \n",
+ " 16.7 | \n",
+ " 6.7 | \n",
+ " 18.9 | \n",
+ " -19.4 | \n",
+ " 5.800000 | \n",
+ " -1.396667 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " 01-05 | \n",
+ " 1998 | \n",
+ " 10.0 | \n",
+ " 5.6 | \n",
+ " 17.8 | \n",
+ " -20.0 | \n",
+ " 5.063333 | \n",
+ " -1.480000 | \n",
+ "
\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " | 360 | \n",
+ " 12-27 | \n",
+ " 1998 | \n",
+ " 4.4 | \n",
+ " -2.2 | \n",
+ " 17.2 | \n",
+ " -14.4 | \n",
+ " 5.593333 | \n",
+ " -0.266667 | \n",
+ "
\n",
+ " \n",
+ " | 361 | \n",
+ " 12-28 | \n",
+ " 1998 | \n",
+ " 7.2 | \n",
+ " 3.3 | \n",
+ " 18.3 | \n",
+ " -13.3 | \n",
+ " 6.556667 | \n",
+ " -0.173333 | \n",
+ "
\n",
+ " \n",
+ " | 362 | \n",
+ " 12-29 | \n",
+ " 1998 | \n",
+ " 4.4 | \n",
+ " 2.8 | \n",
+ " 21.1 | \n",
+ " -21.1 | \n",
+ " 5.836667 | \n",
+ " 0.063333 | \n",
+ "
\n",
+ " \n",
+ " | 363 | \n",
+ " 12-30 | \n",
+ " 1998 | \n",
+ " 3.9 | \n",
+ " -8.3 | \n",
+ " 18.3 | \n",
+ " -25.0 | \n",
+ " 4.996667 | \n",
+ " -0.956667 | \n",
+ "
\n",
+ " \n",
+ " | 364 | \n",
+ " 12-31 | \n",
+ " 1998 | \n",
+ " -3.9 | \n",
+ " -8.3 | \n",
+ " 17.2 | \n",
+ " -21.7 | \n",
+ " 4.856667 | \n",
+ " -1.373333 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
365 rows × 8 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " month_day year TMAX_Value TMIN_Value record_max_temp record_min_temp \\\n",
+ "0 01-01 1998 -1.7 -10.0 16.7 -20.0 \n",
+ "1 01-02 1998 10.6 -1.7 20.0 -16.7 \n",
+ "2 01-03 1998 15.6 7.8 17.8 -20.0 \n",
+ "3 01-04 1998 16.7 6.7 18.9 -19.4 \n",
+ "4 01-05 1998 10.0 5.6 17.8 -20.0 \n",
+ ".. ... ... ... ... ... ... \n",
+ "360 12-27 1998 4.4 -2.2 17.2 -14.4 \n",
+ "361 12-28 1998 7.2 3.3 18.3 -13.3 \n",
+ "362 12-29 1998 4.4 2.8 21.1 -21.1 \n",
+ "363 12-30 1998 3.9 -8.3 18.3 -25.0 \n",
+ "364 12-31 1998 -3.9 -8.3 17.2 -21.7 \n",
+ "\n",
+ " average_max_temp average_min_temp \n",
+ "0 5.806667 -1.423333 \n",
+ "1 5.546667 -1.653333 \n",
+ "2 4.820000 -0.906667 \n",
+ "3 5.800000 -1.396667 \n",
+ "4 5.063333 -1.480000 \n",
+ ".. ... ... \n",
+ "360 5.593333 -0.266667 \n",
+ "361 6.556667 -0.173333 \n",
+ "362 5.836667 0.063333 \n",
+ "363 4.996667 -0.956667 \n",
+ "364 4.856667 -1.373333 \n",
+ "\n",
+ "[365 rows x 8 columns]"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Filter for year\n",
+ "central_park_actuals = central_park[central_park['year']=='1998']\n",
+ "\n",
+ "#Create dataframes that include actual max and min values for 1998\n",
+ "cp_98_max = central_park_actuals[central_park_actuals['ELEMENT']=='TMAX']\n",
+ "cp_98_min = central_park_actuals[central_park_actuals['ELEMENT']=='TMIN']\n",
+ "\n",
+ "#Prepare columns for merge with previous dataframe\n",
+ "columns = ['month_day','year_x','DATA_VALUE_x','DATA_VALUE_y']\n",
+ "year_df = cp_98_max.merge(cp_98_min,how='left',on = 'month_day')\n",
+ "year_for_merge = year_df[columns]\n",
+ "\n",
+ "#Merge with record data and averages\n",
+ "annual_data= year_for_merge.rename(columns={'year_x':'year','DATA_VALUE_x':'TMAX_Value','DATA_VALUE_y':'TMIN_Value'})\n",
+ "final_df = annual_data.merge(central_park_temps, how='left', on='month_day')\n",
+ "final_df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "def plot_daily_temp(df, columns=None, title=\"Central Park Daily Temperature Summary\"):\n",
+ " \"\"\"\n",
+ " Plot all columns of dataframe and set month/day/year to index to serve as x axis\n",
+ "\n",
+ " \"\"\"\n",
+ " if columns is None:\n",
+ " columns = df.columns\n",
+ "\n",
+ " df[columns].plot(figsize=(12, 6), title=title)\n",
+ " plt.xlabel(\"Calendar Day\")\n",
+ " plt.ylabel(\"Temperature (°C)\")\n",
+ " plt.xticks(rotation=45, fontsize=8)\n",
+ " plt.grid(True, linestyle='--', alpha=0.3)\n",
+ " plt.tight_layout()\n",
+ " plt.show()\n",
+ "\n",
+ "plot_daily_temp(final_df.set_index(['month_day','year']))\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": 2
+}