{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Pandas Notebook 2, ATM350 Spring 2025 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Motivating Science Questions:\n", "1. What was the daily temperature and precipitation at Albany last year?\n", "2. What were the the days with the most precipitation?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Motivating Technical Question:\n", "1. How can we use Pandas to do some basic statistical analyses of our data?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### We'll start by repeating some of the same steps we did in the first Pandas notebook." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "sns.set()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "year = 2024" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "file = f'/spare11/atm350/common/data/climo_alb_{year}.csv'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Display the first five lines of this file using Python's built-in `readline` function" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "DATE,MAX,MIN,AVG,DEP,PCP,SNW,DPTH,HDD,CDD\n", "\n", "2024-01-01,36,25,30.5,4.2,0.00,0.0,0,34,0\n", "\n", "2024-01-02,38,24,31.0,4.9,0.00,0.0,0,34,0\n", "\n", "2024-01-03,40,32,36.0,10.1,0.00,0.0,0,29,0\n", "\n", "2024-01-04,43,19,31.0,5.3,T,T,0,34,0\n", "\n" ] } ], "source": [ "fileObj = open(file)\n", "nLines = 5\n", "for n in range(nLines):\n", " line = fileObj.readline()\n", " print(line)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of rows = 366\n", "Number of columns = 10\n" ] } ], "source": [ "df = pd.read_csv(file, dtype='string')\n", "\n", "nRows = df.shape[0]\n", "print (f\"Number of rows = {nRows}\" )\n", "nCols = df.shape[1]\n", "print (f\"Number of columns = {nCols}\")\n", "\n", "date = df['DATE']\n", "date = pd.to_datetime(date,format=\"%Y-%m-%d\")\n", "\n", "maxT = df['MAX'].astype(\"float32\")\n", "minT = df['MIN'].astype(\"float32\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's generate the final timeseries we made in our first Pandas notebook, with all the \"bells and whistles\" included." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "from matplotlib.dates import DateFormatter, AutoDateLocator,HourLocator,DayLocator,MonthLocator" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(15,10))\n", "ax.plot (date, maxT, color='red',label = \"Max T\")\n", "ax.plot (date, minT, color='blue', label = \"Min T\")\n", "ax.set_title (f\"ALB Year {year}\")\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Temperature (°F)' )\n", "ax.xaxis.set_major_locator(MonthLocator(interval=1))\n", "dateFmt = DateFormatter('%b %d')\n", "ax.xaxis.set_major_formatter(dateFmt)\n", "ax.legend (loc=\"best\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read in precip data. This will be more challenging due to the presence of T(races).\n", "Let's remind ourselves what the `Dataframe` looks like, paying particular attention to the daily precip column (**PCP**)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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DATEMAXMINAVGDEPPCPSNWDPTHHDDCDD
02024-01-01362530.54.20.000.00340
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.................................
3612024-12-27271018.5-8.90.030.32460
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3652024-12-31513040.514.0T0.00240
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366 rows × 10 columns

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" ], "text/plain": [ " DATE MAX MIN AVG DEP PCP SNW DPTH HDD CDD\n", "0 2024-01-01 36 25 30.5 4.2 0.00 0.0 0 34 0\n", "1 2024-01-02 38 24 31.0 4.9 0.00 0.0 0 34 0\n", "2 2024-01-03 40 32 36.0 10.1 0.00 0.0 0 29 0\n", "3 2024-01-04 43 19 31.0 5.3 T T 0 34 0\n", "4 2024-01-05 31 16 23.5 -2.0 T T 0 41 0\n", ".. ... .. .. ... ... ... ... ... .. ..\n", "361 2024-12-27 27 10 18.5 -8.9 0.03 0.3 2 46 0\n", "362 2024-12-28 35 22 28.5 1.3 0.04 0.0 2 36 0\n", "363 2024-12-29 57 33 45.0 18.1 0.04 0.0 1 20 0\n", "364 2024-12-30 58 44 51.0 24.3 0.17 0.0 0 14 0\n", "365 2024-12-31 51 30 40.5 14.0 T 0.0 0 24 0\n", "\n", "[366 rows x 10 columns]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
Exercise: define a Pandas DataSeries called precip and populate it with the requisite column from our Dataframe. Then print out its values.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
TIP: After you have tried on your own, you can uncomment the first line of the cell below and re-run to load the solution.
" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 0.00\n", "1 0.00\n", "2 0.00\n", "3 T\n", "4 T\n", " ... \n", "361 0.03\n", "362 0.04\n", "363 0.04\n", "364 0.17\n", "365 T\n", "Name: PCP, Length: 366, dtype: string" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# %load /spare11/atm350/common/mar06/02a.py\n", "precip = df['PCP']\n", "precip" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The task now is to convert these values from strings to floating point values. Our task is more complicated due to the presence of strings that are clearly not numerical ... such as \"T\" for *trace*.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### As we did in the first Pandas notebook with max temperatures greater than or equal to 90, create a subset of our `Dataframe` that consists only of those days where precip was a trace." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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DATEMAXMINAVGDEPPCPSNWDPTHHDDCDD
32024-01-04431931.05.3TT0340
42024-01-05311623.5-2.0TT0410
102024-01-11413638.514.0T0.00260
162024-01-1722915.5-8.3TT4490
172024-01-18301020.0-3.8TT3450
.................................
3532024-12-19402733.54.0T0.00310
3572024-12-2324-59.5-18.9TT2550
3592024-12-2527817.5-10.4TT2470
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78 rows × 10 columns

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" ], "text/plain": [ " DATE MAX MIN AVG DEP PCP SNW DPTH HDD CDD\n", "3 2024-01-04 43 19 31.0 5.3 T T 0 34 0\n", "4 2024-01-05 31 16 23.5 -2.0 T T 0 41 0\n", "10 2024-01-11 41 36 38.5 14.0 T 0.0 0 26 0\n", "16 2024-01-17 22 9 15.5 -8.3 T T 4 49 0\n", "17 2024-01-18 30 10 20.0 -3.8 T T 3 45 0\n", ".. ... .. .. ... ... .. ... ... .. ..\n", "353 2024-12-19 40 27 33.5 4.0 T 0.0 0 31 0\n", "357 2024-12-23 24 -5 9.5 -18.9 T T 2 55 0\n", "359 2024-12-25 27 8 17.5 -10.4 T T 2 47 0\n", "360 2024-12-26 20 5 12.5 -15.1 T T 2 52 0\n", "365 2024-12-31 51 30 40.5 14.0 T 0.0 0 24 0\n", "\n", "[78 rows x 10 columns]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traceDays = df[precip=='T']\n", "traceDays" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(78, 10)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traceDays.shape" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "78" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traceDays.shape[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
Exercise: print out the total # of days where a trace of precip was measured. Hint: look back at how we calculated the total # of 90 degree days in our first Pandas notebook ... we used the shape attribute.
" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(78, 10)\n", "The total # of days in Albany in 2024 that had a trace of precipitation was 78\n" ] } ], "source": [ "# %load /spare11/atm350/common/mar06/02b.py\n", "print (df[precip=='T'].shape)\n", "numTraceDays = df[precip == 'T'].shape[0]\n", "print (f\"The total # of days in Albany in {year} that had a trace of precipitation was {numTraceDays}\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Getting back to our task of converting precip amounts from strings to floating point numbers, one thing we could do is to create a new array and populate it via a loop, where we'd use an `if-else` logical test to check for Trace values and set the precip value to 0.00 for each day accordingly." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### There is a more efficient way to do this, though! \n", "See https://stackoverflow.com/questions/49154068/fixing-a-typeerror-when-using-pandas-after-replacing-a-string-with-a-floating-po?rq=1 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## We use the `loc` method of Pandas to find all elements of a DataSeries with a certain value, and then change that value to something else, all in the same line of code!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### In this case, let's set all values of 'T' to '0.00'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The line below is what we want! Before we execute it, let's break it up into pieces.\n", "``` \n", "df.loc[df['PCP'] =='T', ['PCP']] = '0.00'\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### First, create a `Series` of booleans corresponding to the specified condition." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 False\n", "1 False\n", "2 False\n", "3 True\n", "4 True\n", " ... \n", "361 False\n", "362 False\n", "363 False\n", "364 False\n", "365 True\n", "Name: PCP, Length: 366, dtype: boolean" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['PCP'] == 'T'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Next, build on that cell by using `loc` to display all rows that correspond to the condition being True." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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DATEMAXMINAVGDEPPCPSNWDPTHHDDCDD
32024-01-04431931.05.3TT0340
42024-01-05311623.5-2.0TT0410
102024-01-11413638.514.0T0.00260
162024-01-1722915.5-8.3TT4490
172024-01-18301020.0-3.8TT3450
.................................
3532024-12-19402733.54.0T0.00310
3572024-12-2324-59.5-18.9TT2550
3592024-12-2527817.5-10.4TT2470
3602024-12-2620512.5-15.1TT2520
3652024-12-31513040.514.0T0.00240
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78 rows × 10 columns

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" ], "text/plain": [ " DATE MAX MIN AVG DEP PCP SNW DPTH HDD CDD\n", "3 2024-01-04 43 19 31.0 5.3 T T 0 34 0\n", "4 2024-01-05 31 16 23.5 -2.0 T T 0 41 0\n", "10 2024-01-11 41 36 38.5 14.0 T 0.0 0 26 0\n", "16 2024-01-17 22 9 15.5 -8.3 T T 4 49 0\n", "17 2024-01-18 30 10 20.0 -3.8 T T 3 45 0\n", ".. ... .. .. ... ... .. ... ... .. ..\n", "353 2024-12-19 40 27 33.5 4.0 T 0.0 0 31 0\n", "357 2024-12-23 24 -5 9.5 -18.9 T T 2 55 0\n", "359 2024-12-25 27 8 17.5 -10.4 T T 2 47 0\n", "360 2024-12-26 20 5 12.5 -15.1 T T 2 52 0\n", "365 2024-12-31 51 30 40.5 14.0 T 0.0 0 24 0\n", "\n", "[78 rows x 10 columns]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.loc[df['PCP'] == 'T']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Further build this line of code by only returning the column of interest." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "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", "
PCP
3T
4T
10T
16T
17T
......
353T
357T
359T
360T
365T
\n", "

78 rows × 1 columns

\n", "
" ], "text/plain": [ " PCP\n", "3 T\n", "4 T\n", "10 T\n", "16 T\n", "17 T\n", ".. ..\n", "353 T\n", "357 T\n", "359 T\n", "360 T\n", "365 T\n", "\n", "[78 rows x 1 columns]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.loc[df['PCP'] =='T', ['PCP']]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Finally, we have arrived at the full line of code! Take the column of interest, in this case precip only on those days where a trace was measured, and set its value to 0.00." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "df.loc[df['PCP'] =='T', ['PCP']] = '0.00'" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 0.00\n", "1 0.00\n", "2 0.00\n", "3 0.00\n", "4 0.00\n", " ... \n", "361 0.03\n", "362 0.04\n", "363 0.04\n", "364 0.17\n", "365 0.00\n", "Name: PCP, Length: 366, dtype: string" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['PCP']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### This operation actually modifies the `Dataframe` *in place* ... i.e., the individual cell values have changed, and henceforth in the notebook, the `Dataframe` will reflect these changed values. We can prove this by printing out a row from a date that we know had a trace amount." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### But first, how do we simply print a specific row from a dataframe? Since we know that Jan. 4 had a trace of precip, try this:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 False\n", "1 False\n", "2 False\n", "3 True\n", "4 False\n", " ... \n", "361 False\n", "362 False\n", "363 False\n", "364 False\n", "365 False\n", "Name: DATE, Length: 366, dtype: boolean" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "jan04 = df['DATE'] == '2024-01-04'\n", "jan04" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### That produces a series of booleans; the one matching our condition is `True`. Now we can retrieve all the values for this date." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "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", "
DATEMAXMINAVGDEPPCPSNWDPTHHDDCDD
32024-01-04431931.05.30.00T0340
\n", "
" ], "text/plain": [ " DATE MAX MIN AVG DEP PCP SNW DPTH HDD CDD\n", "3 2024-01-04 43 19 31.0 5.3 0.00 T 0 34 0" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df[jan04]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### We see that the precip has now been set to 0.00." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Having done this check, and thus re-set the values, let's now convert this series into floating point values." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "precip = df['PCP'].astype(\"float32\")" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 0.00\n", "1 0.00\n", "2 0.00\n", "3 0.00\n", "4 0.00\n", " ... \n", "361 0.03\n", "362 0.04\n", "363 0.04\n", "364 0.17\n", "365 0.00\n", "Name: PCP, Length: 366, dtype: float32" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "precip" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot each day's precip total." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(15,10))\n", "ax.plot (date, precip, color='blue', marker='+',label = \"Precip\")\n", "ax.set_title (f\"ALB Year {year}\")\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Precip (in.)' )\n", "ax.xaxis.set_major_locator(MonthLocator(interval=1))\n", "dateFmt = DateFormatter('%b %d')\n", "ax.xaxis.set_major_formatter(dateFmt)\n", "ax.legend (loc=\"best\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### What if we just want to pick a certain time range? One simple way is to just pass in a subset of our x and y to the `plot` method." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot out just the trace for October. Corresponds to Julian days 215-246 ... thus, indices 214-245 (why?).\n", "fig, ax = plt.subplots(figsize=(15,10))\n", "ax.plot (date[214:245], precip[214:245], color='blue', marker='+',label = \"Precip\")\n", "ax.set_title (f\"ALB Year {year}\")\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Precip (in.)' )\n", "ax.xaxis.set_major_locator(MonthLocator(interval=1))\n", "dateFmt = DateFormatter('%b %d')\n", "ax.xaxis.set_major_formatter(dateFmt)\n", "ax.legend (loc=\"best\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
Exercise: print out a table of days with precip amounts of at least 1.00 inches. In a separate cell, print out the total # of such days.
" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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DATEMAXMINAVGDEPPCPSNWDPTHHDDCDD
82024-01-09431931.06.21.030.55340
682024-03-09453640.57.31.05T0240
822024-03-23332529.0-9.11.694.42360
1252024-05-05574953.0-3.21.240.00120
2212024-08-09826774.52.22.910.00010
2312024-08-19825970.5-0.71.890.0006
3252024-11-21514045.57.01.170.00190
3322024-11-28393336.00.01.163.80290
3452024-12-11523644.012.21.39T0210
\n", "
" ], "text/plain": [ " DATE MAX MIN AVG DEP PCP SNW DPTH HDD CDD\n", "8 2024-01-09 43 19 31.0 6.2 1.03 0.5 5 34 0\n", "68 2024-03-09 45 36 40.5 7.3 1.05 T 0 24 0\n", "82 2024-03-23 33 25 29.0 -9.1 1.69 4.4 2 36 0\n", "125 2024-05-05 57 49 53.0 -3.2 1.24 0.0 0 12 0\n", "221 2024-08-09 82 67 74.5 2.2 2.91 0.0 0 0 10\n", "231 2024-08-19 82 59 70.5 -0.7 1.89 0.0 0 0 6\n", "325 2024-11-21 51 40 45.5 7.0 1.17 0.0 0 19 0\n", "332 2024-11-28 39 33 36.0 0.0 1.16 3.8 0 29 0\n", "345 2024-12-11 52 36 44.0 12.2 1.39 T 0 21 0" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# %load '/spare11/atm350/common/mar06/02c.py'\n", "wetDays = df[precip>=1.00]\n", "wetDays" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The total # of days in Albany in 2024 that had at least 1.00 in. of precip was 9\n" ] } ], "source": [ "# Split the cell here so the table above will be displayed!\n", "numWetDays = wetDays.shape[0]\n", "print (f\"The total # of days in Albany in {year} that had at least 1.00 in. of precip was {numWetDays}\" )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Pandas has a function to compute the cumulative sum of a series. We'll use it to compute and graph Albany's total precip over the year." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "precipTotal = precip.cumsum()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 0.000000\n", "1 0.000000\n", "2 0.000000\n", "3 0.000000\n", "4 0.000000\n", " ... \n", "361 41.939995\n", "362 41.979996\n", "363 42.019997\n", "364 42.189995\n", "365 42.189995\n", "Name: PCP, Length: 366, dtype: float32" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "precipTotal" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### We can see that the final total is in the last element of the precipTotal array. How can we explicitly print out just this value?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### One of the methods available to us in a Pandas DataSeries is `values`. Let's display it:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "array([ 0. , 0. , 0. , 0. , 0. ,\n", " 0.15 , 0.5 , 0.5 , 1.53 , 2. ,\n", " 2. , 2. , 2.57 , 2.58 , 2.58 ,\n", " 2.83 , 2.83 , 2.83 , 2.83 , 2.84 ,\n", " 2.84 , 2.84 , 2.9399998, 3.4899998, 3.5599997,\n", " 4.4599996, 4.47 , 5.04 , 5.1 , 5.1 ,\n", " 5.1 , 5.1 , 5.11 , 5.11 , 5.11 ,\n", " 5.11 , 5.11 , 5.11 , 5.11 , 5.11 ,\n", " 5.11 , 5.11 , 5.11 , 5.11 , 5.11 ,\n", " 5.13 , 5.1400003, 5.1500006, 5.1500006, 5.160001 ,\n", " 5.160001 , 5.160001 , 5.160001 , 5.270001 , 5.270001 ,\n", " 5.270001 , 5.270001 , 5.270001 , 5.550001 , 5.550001 ,\n", " 5.550001 , 6.000001 , 6.000001 , 6.000001 , 6.710001 ,\n", " 7.610001 , 8.150002 , 8.150002 , 9.200002 , 9.540002 ,\n", " 9.540002 , 9.540002 , 9.540002 , 9.540002 , 9.620002 ,\n", " 9.620002 , 9.670002 , 9.670002 , 9.670002 , 9.680002 ,\n", " 9.680002 , 9.820003 , 11.510002 , 11.510002 , 11.510002 ,\n", " 11.510002 , 11.890002 , 11.890002 , 11.890002 , 11.890002 ,\n", " 11.890002 , 11.890002 , 11.970002 , 12.450002 , 12.980001 ,\n", " 12.980001 , 13.060001 , 13.060001 , 13.060001 , 13.060001 ,\n", " 13.270001 , 13.700002 , 14.500002 , 14.540002 , 14.630002 ,\n", " 14.630002 , 14.630002 , 14.780002 , 14.9400015, 14.9400015,\n", " 14.9400015, 14.9400015, 14.9400015, 14.9400015, 14.9400015,\n", " 14.9400015, 14.9400015, 14.9400015, 14.990002 , 15.000002 ,\n", " 15.430002 , 15.430002 , 15.430002 , 15.430002 , 15.430002 ,\n", " 16.670002 , 16.670002 , 16.670002 , 17.150002 , 17.150002 ,\n", " 17.150002 , 17.150002 , 17.2 , 17.220001 , 17.220001 ,\n", " 17.580002 , 17.580002 , 17.580002 , 17.580002 , 17.580002 ,\n", " 17.580002 , 17.970001 , 17.970001 , 18.010002 , 18.010002 ,\n", " 18.010002 , 18.010002 , 18.570002 , 18.570002 , 18.570002 ,\n", " 18.570002 , 18.570002 , 18.570002 , 18.570002 , 18.570002 ,\n", " 18.570002 , 18.570002 , 18.890001 , 19.400002 , 19.400002 ,\n", " 20.130001 , 20.130001 , 20.130001 , 20.130001 , 20.130001 ,\n", " 20.18 , 20.18 , 20.18 , 20.18 , 20.18 ,\n", " 20.18 , 20.19 , 20.51 , 21.04 , 21.28 ,\n", " 21.51 , 21.51 , 21.51 , 21.51 , 21.51 ,\n", " 21.83 , 21.85 , 21.970001 , 21.970001 , 21.970001 ,\n", " 21.970001 , 21.970001 , 22.130001 , 22.130001 , 22.130001 ,\n", " 22.130001 , 22.130001 , 22.43 , 22.43 , 22.43 ,\n", " 22.43 , 22.44 , 23.04 , 23.570002 , 23.570002 ,\n", " 23.570002 , 23.570002 , 23.62 , 23.62 , 23.740002 ,\n", " 23.760002 , 23.760002 , 23.760002 , 23.760002 , 23.760002 ,\n", " 23.770002 , 23.770002 , 24.420002 , 24.420002 , 25.140001 ,\n", " 25.62 , 25.730001 , 25.750002 , 26.380001 , 26.560001 ,\n", " 27.2 , 30.11 , 30.11 , 30.18 , 30.18 ,\n", " 30.18 , 30.18 , 30.18 , 30.18 , 30.18 ,\n", " 30.460001 , 32.350002 , 32.38 , 32.38 , 32.38 ,\n", " 32.38 , 32.38 , 32.4 , 32.4 , 32.4 ,\n", " 32.4 , 32.4 , 32.4 , 32.550003 , 32.550003 ,\n", " 32.550003 , 32.550003 , 32.550003 , 32.550003 , 32.550003 ,\n", " 33.08 , 33.08 , 33.120003 , 33.120003 , 33.120003 ,\n", " 33.120003 , 33.120003 , 33.120003 , 33.120003 , 33.120003 ,\n", " 33.120003 , 33.120003 , 33.120003 , 33.120003 , 33.120003 ,\n", " 33.120003 , 33.120003 , 33.120003 , 33.31 , 33.97 ,\n", " 33.97 , 33.97 , 33.97 , 33.97 , 33.97 ,\n", " 33.97 , 33.97 , 33.99 , 34.010002 , 34.010002 ,\n", " 34.010002 , 34.030003 , 34.08 , 34.08 , 34.08 ,\n", " 34.08 , 34.820004 , 35.210003 , 35.210003 , 35.210003 ,\n", " 35.210003 , 35.210003 , 35.210003 , 35.210003 , 35.210003 ,\n", " 35.210003 , 35.210003 , 35.210003 , 35.210003 , 35.210003 ,\n", " 35.210003 , 35.210003 , 35.370003 , 35.370003 , 35.370003 ,\n", " 35.390003 , 35.390003 , 35.390003 , 35.390003 , 35.390003 ,\n", " 35.390003 , 35.390003 , 35.390003 , 35.390003 , 35.470005 ,\n", " 35.490005 , 35.490005 , 35.490005 , 35.490005 , 35.490005 ,\n", " 35.490005 , 35.490005 , 35.490005 , 35.490005 , 35.490005 ,\n", " 36.660004 , 36.910004 , 37.050003 , 37.050003 , 37.050003 ,\n", " 37.870003 , 37.870003 , 39.030003 , 39.050003 , 39.050003 ,\n", " 39.050003 , 39.050003 , 39.050003 , 39.08 , 39.100002 ,\n", " 39.100002 , 39.11 , 39.27 , 39.69 , 39.71 ,\n", " 41.1 , 41.1 , 41.1 , 41.1 , 41.17 ,\n", " 41.359997 , 41.389996 , 41.669994 , 41.669994 , 41.769993 ,\n", " 41.849995 , 41.849995 , 41.849995 , 41.909996 , 41.909996 ,\n", " 41.909996 , 41.939995 , 41.979996 , 42.019997 , 42.189995 ,\n", " 42.189995 ], dtype=float32)" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "precipTotal.values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
Exercise: It's an array! So, let's print out the last element of the array. What index # can we use?
" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "42.189995" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# %load '/spare11/atm350/common/mar06/02d.py'\n", "# Print out the value of the last element in the array\n", "precipTotal.values[-1]\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the timeseries of the cumulative precip for Albany over the year." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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1191yzz21fPCD78+f/dmf5kc/+mFe85r/nRNOeFZ++MPrkyT/8R+/ztve9uacdNKz84IXHJ/3v/89WbHiwSH3Wr9+fS6//NKcdtqpOeGEZ+WlL31hLrjg3IHzn/3sZXne844deHzDDb/Is5/9zPz4xz/MX/3VO3LSSc/Oqae+IFdc8bmJefOxzBMAAABg0qvVivT0VNLV1UhHR9nSvqxa9WgeeWRl9txzr/T19eX+++/PRRf9bV7zmtdn770XZO+9F+Q//uPXeetb35Sjjz4m5557YdauXZNPf/qTeec7z8nll//9wL2WLfvL/PKXP8+f/dn/l6c97ZA89NCKXHfdv2+zD3/zNxfkpJNekA9+8G/zi1/8LJdffmnmzZuXl7zkFeP4zpuEaQAAAAAToCyT1atH/7wvf7ktf/VX7Wk0ilQqZS64YF1e+coNo77PnDlJUYz+9ZOkr68vSXLffX/IxRd/NPV6Pc95znNzzTVX55FHVubv/u7iHHDAQQPXf/jD5+fAA5+aCy742xSPvWhn5355zWtelR//+Id51rOenZ///Cf50Y9+mPe97/w873knDzx3cHtLDj/8mTnrrLcnSY466ll58MH7c8UVn8+LX/yyVCrjuxBTmAYAAAAwzsoyedGL5uTnP6/u0H0ajSLvetdOede7dhr1c488si/f+taaUQdqa9asyXOec/TA4112mZezz/7LHHXUs3LNNVdnt912y9OednD6+hpJkrVr1+bmm2/KWWe9PfV6feB5Cxf+UfbYY8/813/9Js961rPzi1/8PDvttFNOOukFo34vxx13wiaPT8zVV383f/jDH7LPPvuM+n6jIUwDAAAAmABF0drlmdurvb09l1zy6SRFdtttt+y994Ihs7922233Idc/8sjK1Ov1fPzjF+XjH79os/v94Q/3JklWrnw4e+yx58DMtdGYP3/+sI8feOB+YRoAAADAVFcUybe+tWbUyzzvuafIs589N43GxsCpWi3zgx+syuMfP7pwbnuXeVYqlRx44EFbPL/pPR/3uF1SFEX+7M/+vxx33HM2u37XXXdLksybt2seeOD+lGU56kBtxYoVwz7eY489R3Wf7SFMAwAAAJgARZHMnTu65+y/f5mPfGRdli5tT71epFots3z5uuy//+Sd5bbzzjvn4IMPye239+bAA8/c4nXPfOaR6e7+v/n3f//XPPe5zx/Va1x//fdz/PEnDHr879lzz72y9957b3e/R0qYBgAAADCJLV68ISec0Jfe3ko6O1tfzXMkzjzz7Xn728/Ie9/77jz3uc/PLrvskvvu+0N+/vOf5oUvXJTDD39mjjjiqDzrWcfkwgs/kLvvvisHHXRwVq5cmeuu+7ece+6FW73/DTf8Ipdc8rEcccRR+fnPf5qrr/5uzjnnneNefCARpgEAAABMeh0dZTo66tu+cJI45JBn5NJLP5PPfvayXHjhudmwYUP22mtBnvnMI7Lvvk8cuO788/8mn//8p/PP//y1fO5zl2f33ffIEUcctc37v+Mdf5V//uev5utfvzJz5szNn//5m/Oyl502nm9pQFGW5eSPM8dJvd7Igw+uanU3xsysWZXMnz83K1asGqigwdgzzmPLeE4M4zw+jOvEMM7jx9hODOM8MYzz+DCuE8M4j59Wje2GDevzwAP3ZI89Hp+2ttkT9rqtNGtWZULG+IYbfpG3ve3N+cxnrtjqPm7D2dZ/l913n5tqddsz28Z/7hsAAAAATBPCNAAAAAAYIXumAQAAADAlHH74M/PDH/6ipX0wMw0AAAAARkiYBgAAAAAjZJknAAAAwDgoy7LVXRhT69cn69Yl7e3Nx/3t2VOkYOlY/fcQpgEAAACMoWq1miRZv35dZs9ub3FvxsYDDxS5664im+ZRRZHsu2+ZBQta06/RWL9+XZKkWt2xOEyYBgAAADCGKpVqdt75cXn00RVJktmz21MURYt7tf02bEhqtSJF0QzPNlWrJY97XFKpTM6ZeGVZZv36dXn00RXZeefHpVLZsV3PhGkAAAAAY2zevN2TZCBQm6r6+pLVq4usXbv1MPDee5PZsxsT1Kvts/POjxv477IjhGkAAAAAY6woiuy66x7ZZZf5qdf7Wt2dbfrDH5I776zkiU9sBmJ33lnJ735XyaWXzk6jsfUgrVot82//VmTnnVenXp+cs9Oq1Vk7PCOtnzANAAAAYJxUKpVUKq3fob9WK9LTU0lXVzMs6+mpZO7cMqtWFbnppkrOO689jUaRomiGYWVZJCmTDA7Smo8HX1OtlrnoovV50pPas2JFPX19k3t22lgQpgEAAABMYcMFZYPb2w7LNoZmzeP9Np2RVuS889Zm0aLmTLve3ko6OxtZuLBIMj0KLYyEMA0AAABgiukP0LYUlG1phtnwYdnIiiNUq2UWLepLR0fz3h0d9VE9f7oQpgEAAABMId3dbVmypP2xvcyGD8q2PsNsNJr3r1bLLF++biBIm8mEaQAAAACT1KZLOH/2s2rOOad9UFg2VrPCht8PbdmydTn00EY6OxuCtMcI0wAAAAAmocEz0IYu29wem4dlg2edDQ7Nko37oQnQNidMAwAAAJhkarVi0FLObYVomwdlW5thljTDsjlzyqxeXQwbmm3cD41NCdMAAAAAJpmenspAkLY1W5tVNrgtLBs7wjQAAACASWbPPRsZXFxgU5VKmcsuW5sjjqhvNSgTmo09YRoAAABAi21aaOD889vTDNKGLwywfPm6nHpqX8v6O5MJ0wAAAABaaHChgWZ4lvTPSHvta9fn1FPrCgNMIsI0AAAAgBbZtNDApss6v/CF2fmLv1g1EJ5Zttl6lVZ3AAAAAGCm+vnPq1stNFCvF+ntFd9MJmamAQAAAIyRTfc+21r7ppsqOffc9q3er1otB5Z4MjkI0wAAAADGwOC9zwYXDNhSe7hqncMVGrA/2uQiTAMAAADYQZvufdYMy7LV9qZBWpJcfvnaHHFEXaGBSUyYBgAAALCDenoqW937bCSq1TJHHFFPR0ep0MAkZgc7AAAAgB3U1dVIpbI9s8iaz7Gkc+owMw0AAABgB3V0lHn1qzfk7/9+dpKMaM+0arXMsmXrcuihDUs6pxBhGgAAAMAY6K+6+exn9+Xii9cmycDeZ1tqC9CmHmEaAAAAwBi4447mblqHH14fCMkG7322pTZTiz3TAAAAAMbAnXc2Y5YnPtFss+lMmAYAAAAwBu68s1nN84lPbLS4J4wnYRoAAADADirLjcs8Fy4Upk1nwjQAAACAHbRiRbJqVXNm2r77WuY5nQnTAAAAAHZQ/35pCxY0stNOLe4M40qYBgAAALCD+pd4Kj4w/QnTAAAAAHbQHXc0l3jaL236E6YBAAAA7KD+ZZ4qeU5/kypMW7VqVY477rgccMABufnmm4ecu+666/KSl7wkhxxySJ73vOelu7u7Rb0EAAAAGGpjmGaZ53Q3qcK0Sy+9NPV6fbPjv/rVr3LmmWfmoIMOyqc//em89KUvzfnnn58rr7yyBb0EAAAAGOrOO5vLPM1Mm/4mTZh222235Utf+lLe+ta3bnbukksuyUEHHZQLLrggRx99dM4888y84hWvyMc+9rE0Gr5JAQAAgNYpy40FCOyZNv1NmjDtgx/8YF71qlels7NzyPH169fnJz/5SU455ZQhxxctWpT77rsvv/nNbyaymwAAAABDPPhgkdWrmzPT9t3XMs/pblKEad/73vfy29/+NmedddZm5+64445s2LAhXV1dQ47vv//+SZoz2gAAAABapX+J5z77NNLe3uLOMO5mtboDa9asyYc+9KGcc845edzjHrfZ+YcffjhJMm/evCHH+x/3n99es2ZNijxxTFSrlSFfGR/GeWwZz4lhnMeHcZ0Yxnn8GNuJYZwnhnEeH8Z1Yhjn8TNRY3v33dUkycKF5bTKGUZqpn0PtzxM++QnP5k99tgjL3vZy7Z6XVEUozo+EpVKkfnz52738yerefN2bnUXZgTjPLaM58QwzuPDuE4M4zx+jO3EMM4TwziPD+M6MYzz+Bnvsb3vvubX/fevTsucYaRmyvdwS8O0u+++O5/73OdyySWX5NFHH02SrF69euDrqlWrsuuuuybZfAbaypUrk2w+Y200Go0yK1eu3u7nTzbVaiXz5u2clSvXpF634eF4Mc5jy3hODOM8PozrxDDO48fYTgzjPDGM8/gwrhPDOI+fiRrbG26YnaQtc+euz4oVG8btdSar6fI9PG/eziOaXdfSMO2uu+7Khg0b8sY3vnGzc69+9avzjGc8I1/84hfT1taWnp6eHHfccQPnb7311iTJfvvtt0N96Oubuv+Rt6Reb0zL9zXZGOexZTwnhnEeH8Z1Yhjn8WNsJ4ZxnhjGeXwY14lhnMfPeIxtrVakp6eSm26q5B//sRmvfOYzbTnooEYWL555gVoyc76HWxqmPfWpT80VV1wx5Nh//dd/5cILL8y5556bQw45JLNnz87RRx+d7373u3nta187cN23v/3t7LXXXjnooIMmuNcAAADATNbd3ZYlS9rTaBRJyiTNLajKssjSpe054YS+dHSo6jldtTRMmzdvXo466qhhzz3taU/L0572tCTJWWedldNPPz3Lli3LokWLcsMNN+TKK6/MBz7wgVQqM2NzOwAAAKD1arViUJCW9Adp/er1Ir29lXR01Ce+c0yIlhcgGInDDjssl156aS666KJ84xvfyD777JNly5bltNNOa3XXAAAAgBmkp6cyKEjbXLVaprNz+i91nMkmXZh21FFH5Xe/+91mx48//vgcf/zxLegRAAAAQFNXVyODl3Y2NR9Xq2WWL19niec0N+nCNAAAAIDJqlpNKpWk0eh/XGbZsnU59NBGOjsbgrQZQJgGAAAAMEJf/GJbGo0iz3hGPe9//zoB2gwkTAMAAAAYgTvuKPLpT7clSd70pvU55hhFBmYipTABAAAAtqG7uy1HHDE3Dz5YSVJm1aotFyFgehOmAQAAAGxBrVbkG9+YlXPOaU9Z9gdoRd71rvbUagK1mcgyTwAAAGBKq9WK9PRUHqu0mYF2tVrkxhuTvfYqUq8Pf83W2pdf3pZPfWp2Go3NQ7N6vUhvbyUdHZZ6zjTCNAAAAGDK6Q/QbrqpkvPOa0+jUaQomoUAynJwOymKnYc5PrSd9BcR2LQ9vGq1TGdnY6zfFlOAMA0AAACYUrq727JkSftjM8bK9IdeG5dhjr49NDjb+vLNarXM8uXrVPGcoYRpAAAAwJRRqxWDgrRkW8HXWKpUylx22doccURdkDaDCdMAAACAKaOnpzLsHmbjrVIp85GPrMupp/ZN+GszuQjTAAAAgCmjq6uRSqXcJFBrLvXc0n5oO9KuVMqcccaGvOEN681GI4kwDQAAAJhCOjrKLFu2Lh/4wE5JmvuXLVu2Loce2hgoCNDbW0lnZyPVaiX33z8ne+65JvV6Y+D44GtG0haiMZgwDQAAAJhSDj64GXY94Qn1XHXVms3Cro6OepJk1qwyBx+crFhRpq+vHDg++JqRtqFfpdUdAAAAABiN225rxhmHHGLWGBNPmAYAAABMKf1h2n77CdKYeMI0AAAAYErpD9P237/R4p4wEwnTAAAAgCll48w0YRoTT5gGAAAATBlr1yZ33lkkEabRGsI0AAAAYMro7a2kLIvMm1dmzz3tmcbEE6YBAAAAU8bg/dKKosWdYUYSpgEAAABTRn+Y1tVliSetIUwDAAAApgyVPGk1YRoAAAAwZdx6q0qetJYwDQAAAJgyenpU8qS1hGkAAADAlPDgg8mDDzajjM5OYRqtMavVHQAAAADYmlqtSE9PJf/zP81Zafvs08jcuS3uFDOWMA0AAACYtLq727JkSXsajSJJmST5/e+LdHe3ZfHiDa3tHDOSZZ4AAADApFSrFTnnnP4gLUk2fl26tD21WrGlp8K4EaYBAAAAk1JPTyVlOXxgVq8X6e0VazDxfNcBAAAAk1JXVyP9Szs3Va2WihDQEsI0AAAAYFLaZZdNg7Tm42q1zPLl69LRMXzQBuNJAQIAAABgUrrxxmqSIo9/fCOXXro2c+aUWb26SGdnQ5BGywjTAAAAgEnphhuqSZIjj6znmGPqLe4NNFnmCQAAAExKN9zQjC0OO0yQxuQhTAMAAAAmnbLcODPt8MMVGmDyEKYBAAAAk8499xS5995KqtUyT3+6mWlMHsI0AAAAYNL55S+bs9Ke+tRG5sxpcWdgEGEaAAAAMOn86lf2S2NyEqYBAAAAk86vfmW/NCanWa3uAAAAADBz1WpFenoq6epqhmY9PZX80R81BooP7LuvMI3JRZgGAAAAtMQXv9iWJUvaU5ZFkvKxo/3tIknyylfunI98ZF0WL97Qol7CUJZ5AgAAABOqVivyD/8wK+ec0x+kJc3wbHC7qdEosnRpe2q1YtPbQEuYmQYAAABMmO7u5my0RmPk4Vi9XqS3t5KODsUIaD0z0wAAAIAJUasVow7SkqRaLdPZae80JgdhGgAAADAhbr21ssUgrSjKFEW5WbtaLbN8+bp0dJTDPg8mmmWeAAAAwLir1YpceeXmMUSlUuayy9bmiCOaSzh7eysDs9D624I0JhNhGgAAADCuNt0nrSjKlGUxMOvs1FP7Bq4dvC+aPdKYjIRpAAAAwLgZbp+0okguv3xNjjiibtYZU4490wAAAIBx09Oz+T5pjUaRPfcsBWlMScI0AAAAYNx0dTVSqQwNzVTnZCoTpgEAAADjpqOjzOmnbxh4rDonU5090wAAAIBx1R+cnXBCXz760bWCNKY0M9MAAACAcXXbbc344U/+RMEBpj5hGgAAADCuenqa8UNXl33SmPqEaQAAAMC4Kcvk1lub8cN++wnTmPqEaQAAAMC4eeCBIg8/XKQoVPBkehCmAQAAAOOmf7+0ffcts/POLe4MjAFhGgAAADBuenqKJPZLY/oQpgEAAADjpn9mmv3SmC6EaQAAAMC4EaYx3QjTAAAAgHHT0yNMY3oRpgEAAADjol4XpjH9CNMAAACAcXH33UXWrSsye3aZffctW90dGBPCNAAAAGBc9O+X1tnZSLXa4s7AGJnV6g4AAAAAE6tWK9LTU0lXV3Pp5Y62584ts2pVsdn5X/2qGaY9/vGWeDJ9CNMAAABgBugP0G66qZLzzmtPo1GkKJpLL8tyx9pJmWTz8+VjKzuvu25Wurvbsnjxhgl6tzB+hGkAAAAwTkYyA6xaLXLjjcleexWp13d8xthws8QGB2j9wVfSH4Rlh9sjud/Spe054YS+dHTYO42pTZgGAAAA46C7uy1Llox0BlhSFDtv45rtnyU2OEDb+HVi1etFensr6eiot+T1YawI0wAAAGCM1WrFQJCWjN0MsO2dJdaqAG2warVMZ6e905j6hGkAAABMKWOxef6WNswfq/bPf14dCNImp+H3ONve9rbuV62WWb58nSWeTAvCNAAAAKaM0S2d3P7wZ0fb5aTMjJrvuVots2zZuhx6aGNgplhvb2WH2nPmlFm9utjqtYI0pgthGgAAAFPCWC6dHOsN+Lf8Oo+92jiFdsO1hwsKNw3QNg22Bu9jtiPtkZ6HqUyYBgAAwJTQ01OZ5Esnt+zyy9fmiCPqw87YqlYruf/+OdlzzzWp1xvjNkvMzDAYG8I0AAAApoTmvmSDq1JODdVqmSOOqKejoxx2xtasWWUOPjhZsaJMX9/w12xPe2vHgO1XaXUHAAAAYCQefrhIM0hrzrAqinJgKeNo22Nxj5G0bbwP04+ZaQAAAEwJl13WliQ56aS+nHXWhnHfMH+s2oI0mF6EaQAAAEx6N91UyT/9UzNMO/vs9TniiMbAufHcMH+sl1wCU59lngAAAExq3d1tef7z56Svr7nE87//u9rqLgEzmDANAACASatWK7JkSXvKsr/oQJGlS9tTq02tIgTA9CFMAwAAYNLq6amk0RganNXrRXp7/TkLtIafPgAAAExaXV2NQRU4m6rVcmCTf4CJJkwDAABg0uroKHPUURs38q9Wyyxfvk6FTKBlVPMEAABgUnvwweYyz3e/e21e+co+QRrQUsI0AAAAJq0HHigGqne++tV92WMPQRrQWpZ5AgAAMGn97GfNIO0pT6kL0oBJQZgGAADApPXTnzbDtMH7pgG0kjANAACASUuYBkw2wjQAAAAmpdWrk5tuav7ZKkwDJgsFCAAAAGiJWq1IT08lc+eWWbWqSFdXI0nS01NJV1cjP/95NX19Rfbeu5GFC+2XBkwOwjQAAAC2W38gtmkQtq32L39ZyYUXtqfRKJKUSZpfiyIpy/5jTX/4Q5EvfaktixdvmMB3BjA8YRoAAMA0t72B1y67FKlWk732KlKvb36Pm26q5LzzmoFYUTTDr7LccntjQDY4QMuQr+VAhtZ/rNleurQ9J5zQl44OM9SA1hKmAQAATGPd3W0555z2LYRZI23vvJXzzdCref9stb1pQDYa9XqR3t5KOjrsnQa0ljANAABgmqrViixZ0j4o0BpJsDVce2wCsR1RrZbp7GxM2OsBbIlqngAAANNUT0/lsT3JJqtyyNeiKAeWhQ5uV6tlli9fZ4knMCmYmQYAADBNNfc3G7w32Xho3n8ke6YNblerZZYtW5dDD21kzpwyq1cXAzPPensrm7UFacBkIUwDAACYph7/+DK77lrm4YebYdpoA69tBWWDA7GtBWFbam8pIBu8L5o90oDJRpgGAAAwTd12W5GHH65k9uwyV1yxJgceOLrA63GPKzJr1s7Zc881qdcbIwrEthSECciA6UKYBgAAME1df33zT74jj6znxBNHF3J1dNQza1Yl8+cnK1aU6esrBWIAUYAAAABg2rr++mqS5LjjBF8AY0WYBgAAMA3V68kPf9icmXbccX0t7g3A9CFMAwAAmIZuuqmSlSuLzJtX5hnPaLS6OwDThjANAABgGrrqquastMMP70u12uLOAEwjwjQAAIBppru7LZ/4xOwkyXXXzUp3d1uLewQwfQjTAAAAppFarcg557QnKZIkZVlk6dL21GpFazsGME3ManUHAAAAJoNarUhPTyVdXc39xUbanju3zKpVxaifN16v87GPzU5ZDg3O6vUivb2VdHSo6gmwo4RpAADAjNfd3ZYlS9rTaBQpijJJc0bX4HZSpiiGbzdngW35/Fi1t/U6TZvPQKtWy3R2KkIAMBaEaQAAwIxWqxUDQVqSIbO6hs7wKlKWw7e3dX6s2iM7P9D7JEWq1TLLl69LR0cZAHacMA0AAJjRenoqA0Ha9FLkvPPWZtGiPkEawBhSgAAAAJjRuroaA8s5p5NqtRSkAYwDYRoAADCjPf7xZfbYY2PgVBTlQLg2knb/XmWjfd54vo6lnQDjxzJPAABgRvvNbyq5//5K2tvLfP7za3LQQc2N+nt7KwOb9m+tPWdOmdWrixFduyPt0b6OIA1gfAjTAACAGe1b32r+WXTiiX056aT6wPGOjtG1t/d54/k6AIw9yzwBAIAZqyyTb36zGaYtWtTX4t4AMBWYmQYAAExJtVqRnp5KuroaqVaL3HhjUq9X8sgjRbq6mkse+89vqX3rrZXcems1bW1lXvACYRoA2yZMAwAAppzu7rYsWdKeRqMY2HS/LJNkpySDj229XT62rdiGDck3v9mWxYs3TPA7AWCqscwTAACYUmq1Iuec0wzSkmYwVpbFY2c3P7a1dv/1SZGlS9tTq/U/BoDhmZkGAABsl8HLLJOtL6mcO7fMqlUjX365tfaFF84eFJ6NnXq9SG9vxQb+AGyVMA0AABix/gDtppsqOe+8TZdZbrmdlNl0+WXzWNKcHTba9tirVst0djbG5d4ATB/CNAAAYES6u9tyzjntQ8KxJENmiW2pPdy1Q0Ox0baTLQd0I98zrb9drZZZvnxdOjrKAMDWCNMAAIBtqtWKLFnSvtneZK1V5Lzz1mbRor5Uq5Xcf/+c9PWtzaOPbpxh1ttbGXFbkAbASAjTAACAberpqQxs+D9ZVKtlFi3qS0dHmVmzyhx8cLJiRSN9fRuXag7e/2wkbQDYFtU8AQCAberqagwsi9yo+bgoyoFzW2qP5tqRtC3LBKBVzEwDAAC2qaOjzCte0Zcrr2xL0gyzli1bl0MPbYxoGeWcOWVWry62a/nlltqCNABaQZgGAACMSFdXM8w66aQNw84KG80yytEuv7QsE4DJwjJPAABgRP7wh+aeaU9/ullhAMxcwjQAAGBE+sO0vfYSpAEwcwnTAACAEbnvvmaYtvfewjQAZi5hGgAAMCJ/+EPzzwcz0wCYyYRpAADAiPQv89x770aLewIArSNMAwAAtunRR5PVqy3zBABhGgAAsE39+6XNmVNm7twWdwYAWkiYBgAAbFP/fml77lmmKFrcGQBoIWEaAACwTSp5AkCTMA0AANgmxQcAoEmYBgAAbFN/mLbXXmamATCzCdMAAIBtsswTAJqEaQAAwDYJ0wCgSZgGAABsU381T8s8AZjphGkAAMA2bZyZpgABADObMA0AANiqslSAAAD6CdMAAICteuSRZN06YRoAJMI0AABgG/pnpe2yS5k5c1rcGQBoMWEaAACwVYoPAMBGwjQAAGCrFB8AgI2EaQAAwFb1L/Pce28z0wBAmAYAAGyVSp4AsJEwDQAA2KqNyzyFaQAgTAMAALZKAQIA2EiYBgAAbNVddzVnplWrwjQAEKYBAABb1N3dlt/+tvlnw9ln75Tu7rYW9wgAWkuYBgAADKtWK7JkSXuS5sy0RqPI0qXtqdWK1nYMAFpImAYAAAyrp6eSRmNocFavF+nt9WcEADOX34IAAMCwHnlk82PVapnOzsbEdwYAJolZre7AD37wg1x22WW59dZb8+ijj2bBggU56aST8pa3vCW77LLLwHXXXXddPvrRj+a2227LPvvsk9e+9rVZvHhxC3sOAACTU61WpKenkq6uZui1aXvu3DKrVhVbPN/V1ciGDclf/3V7kqQoypRlkWq1zPLl69LRoRABADNXy8O0hx9+OIcddlhe85rXZN68ebnlllvyiU98Irfccks+97nPJUl+9atf5cwzz8ypp56ad73rXbnhhhty/vnnZ/bs2TnttNNa/A4AAKA1hgvNrr++mo99bHbKskjSH3oN197W+Y3tJUvW5ZhjGunsbAjSAJjxWh6mvehFL8qLXvSigcdHHXVUZs+enb/+67/OvffemwULFuSSSy7JQQcdlAsuuCBJcvTRR+eee+7Jxz72sbz85S9PpWK1KgAAM0t3d1uWLGl/bE+z4YKyDPq6pfa2zjfbH/1oe04/fZUgDQAySfdM22233ZIkfX19Wb9+fX7yk5/klFNOGXLNokWLct999+U3v/lNC3oIAACt019lc2NxgCLDB2RjQ9EBANho0vxGrNfrWbduXf7zP/8zl1xySU444YQ84QlPyB133JENGzakq6tryPX7779/kuS2225rRXcBAKBlhquyOZ4UHQCAjVq+zLPfCSeckHvvvTdJcuyxx+aiiy5K0txTLUnmzZs35Pr+x/3nt9esWZMmT9xh1WplyFfGh3EeW8ZzYhjn8WFcJ4ZxHj/GdmKMxzg/+clJpVJuJVBrLvUsiuayzLIc2t7W+cHtarXMRRetz8KFg2e/TT6+n8eHcZ0Yxnn8GNuJMdPGedKEaZdffnlWr16dW2+9NZdeemne/OY35/Of//zA+aIY/hf3lo6PRKVSZP78udv9/Mlq3rydW92FGcE4jy3jOTGM8/gwrhPDOI8fYzsxxnKc589Pli5N/uZvmo+Lovm/RiOpVpMLLyxyxBHJ/vs3PyvfeuvQ9ty5RVat2vL5Tdv77tuepH3M+j+efD+PD+M6MYzz+DG2E2OmjPOkCdMOPPDAJMnhhx+egw46KC9/+cvzr//6rwPLOTedgbZy5cokm89YG41Go8zKlau3+/mTTbVaybx5O2flyjWp103DHy/GeWwZz4lhnMeHcZ0Yxnn8GNuJMV7j/IxnVJPslCc/uZ6vfW1dkqS3t0hnZ5knPKHc5Nrh29s6399esWKMOj2OfD+PD+M6MYzz+DG2E2O6jPO8eTuPaHbdpAnTBnvqU5+aarWaO+64IyeeeGLa2trS09OT4447buCaW2+9NUmy33777dBr9fVN3f/IW1KvN6bl+5psjPPYMp4TwziPD+M6MYzz+DG2E2Osx3nFiuaH/Y6OMgsW1JMkCxY0z/X1jdnLTDm+n8eHcZ0Yxnn8GNuJMVPGeVIuZv3Vr36Ver2efffdN7Nnz87RRx+d7373u0Ou+fa3v5299torBx10UIt6CQAArfPII82lmLvuWm7jSgBgLLV8Ztpb3vKWHHzwwTnggAOy00475be//W0+85nP5IADDshJJ52UJDnrrLNy+umnZ9myZVm0aFFuuOGGXHnllfnABz6QSmVS5oEAADCuHn64GabNmydMA4CJ1PIw7elPf3q+853v5PLLL09ZlnnCE56QP/3TP83rX//6zJ49O0ly2GGH5dJLL81FF12Ub3zjG9lnn32ybNmynHbaaS3uPQAAtMbKlc0wbZddWtwRAJhhWh6mvfGNb8wb3/jGbV53/PHH5/jjj5+AHgEAwOT3yCPNr5Z5AsDEskYSAACmIMs8AaA1hGkAADAFbVzmKUwDgIkkTAMAgClINU8AaA1hGgAATEEPP9z8Om9ea/sBADONMA0AAKYgyzwBoDWEaQAAMAVZ5gkArSFMAwCAKWb9+mTNGtU8AaAVhGkAADDF9C/xTJJddmlhRwBgBhKmAQDAFLNyZfPr4x5XplptbV8AYKYRpgEAwBTTPzPNEk8AmHjCNAAAmGKEaQDQOsI0AACYYh5+WJgGAK0iTAMAgCnmkUeaX+fNa20/AGAmEqYBAMAUY5knALSOMA0AAKYYyzwBoHWEaQAAMMU88ogwDQBaRZgGAABTzMZlni3uCADMQMI0AACYYh5+uPnVzDQAmHjCNAAAmGIs8wSA1hGmAQDAFNNfgGDXXYVpADDRhGkAADDF9O+ZtssuwjQAmGjCNAAAmGIeeaT5VQECAJh4wjQAAJhCytIyTwBoJWEaAABMIatXJ/W6ZZ4A0CrCNAAAmEL6K3lWq2Xmzm1xZwBgBhKmAQDAFNK/xHPevKQoWtwZAJiBhGkAADCFrFzZ/GqJJwC0hjANAACmkP5lnvPmCdMAoBWEaQAAMIWo5AkArSVMAwCAKWTlSpU8AaCVhGkAADCF9Idp8+a1uCMAMEMJ0wAAYArpL0BgmScAtIYwDQAAphDLPAGgtYRpAAAwhfQXIFDNEwBaQ5gGAABTyCOP9FfzbHFHAGCGEqYBAMAU0r9nmplpANAawjQAAJhCHnigOTNtw4YWdwQAZihhGgAATBHd3W259dbmR/gzz9wp3d1tLe4RAMw8wjQAAJgCarUiS5a0J2nOTGs0iixd2p5arWhtxwBghhGmAQDAFNDTU0mjMTQ4q9eL9Pb6SA8AE8lvXgAAmAK6uhopiqFFB6rVMp2djRb1CABmJmEaAABMAR0dZZ761I3BWbVaZvnydenoUNUTACbSrFZ3AAAA2Lb165P/+Z/mv4V/5CNr8tzn1gVpANACwjQAAJgCfvGLalavLrLnno0sXtyXijUmANASfgUDAMAUcN111STJccfVBWkA0EJ+DQMAwBRw7bXNRSXPeU5fi3sCADObMA0AACa5Bx9Mbryx+dH9Oc+pt7g3ADCzCdMAAGCS++d/npWyLLLffvXss4+iAwDQSsI0AACYxLq72/LOd+6UJOnpqaS7u63FPQKAmU2YBgAAk1StVuScc9qTFEmSsiyydGl7arWitR0DgBlMmAYAAJNQrVbkE59oS1kODc7q9SK9vT7GA0CrzGp1BwAAgKG6u9uyZEl7Go3NZ6BVq2U6Oxst6BUAkJiZBgAAk0qtVgwTpDWLDlSrZZYvX5eODkUIAKBVzEwDAIBJpKenMsyMtCLnnbc2ixb1CdIAoMXMTAMAgEmkq6uRohgamFWrpSANACYJYRoAAEwiHR1ljjyyPvDY0k4AmFws8wQAgEmkLJM77mj+m/df//XavPzlZqQBwGQiTAMAgEnkd7+r5J57KtlppzJ//ucbsvPOre4RADCYZZ4AADCJXHttNUly9NF1QRoATELCNAAAmES+//3m4pETTuhrcU8AgOFY5gkAAC1UqxXp6amkq6uRtWuTH/6wOTPthBPq23gmANAKwjQAAGiR7u62LFnSnkajSFE0iwyUZZGkzC9+Uc2BBzZa20EAYDOWeQIAQAv86leVnHNOM0hLmiFaM0hLkiLveEd7arViyzcAAFpCmAYAABOsu7stJ588Z1B4trl6vUhvr4/rADDZ+O0MAAATqFYrsmRJ+1aDtCSpVst0dlrmCQCTjTANAAAmUE9PZWBp52BFUQ7sm1atllm+fF06OsqJ7h4AsA0KEAAAwATaZ59GkjLJxkCtUinz3e+uzoIFZXp7K+nsbAjSAGCSEqYBAMAE+tWvqmkGac1ArX8W2mGHNZd0dnTUW9k9AGAbhGkAADCBrryyLUnypjetz8kn181CA4ApRpgGAAAT5N57i1x/fTVJ8rrXbUhnpxANAKYaBQgAAGCCfO5zs9JoFHnGM+qCNACYooRpAAAwAb7whVn56EfbkyS//nUl3d1tLe4RALA9hGkAADDO7rorOfvs2emv4FmWRZYubU+tVmz9iQDApCNMAwCAcXbLLUmjMTQ4q9eL9Pb6OA4AU43f3gAAMM6e/OQkGbpHWrVaprOz0ZL+AADbT5gGAADj7PGPT3baaePjarXM8uXr0tGhCAEATDWzWt0BAACY7v7jP5K1a4vMmVPmiivWZP/9G4I0AJiihGkAADDOrruu+fXoo+s57rh6azsDAOwQyzwBAGCcXX998+uzniVIA4CpTpgGAADjqCw3hmlHHy1MA4CpTpgGAADj6JZbitx3X7LTTmUOPVSYBgBTnTANAADG0Y9+VE2SPPOZjbS3t7gzAMAOU4AAAADGWK1WpKenkq6uRv7t35ph2sEHm5UGANOBMA0AAMZQd3dblixpT6NRpCjKlGXz+GWXteWAAxpZvHhDazsIAOwQyzwBAGCM1GrFQJCWJGVZJNnYXrq0PbVa0cIeAgA7SpgGAABjpKenMhCkDadeL9Lb6yM4AExlfpMDAMAY6epqpCjKLZ6vVst0djYmsEcAwFgTpgEAwBjp6Cizzz4bw7SiKAfCtWq1zPLl69LRseWwDQCY/BQgAACAMXLvvUXuuaf579V///drcuih9VSrldx//5zsueeaLFigoicATHXCNAAAGCM/+EE1SXLwwfW88IV9SZJZs8ocfHCyYkWZvr5W9g4AGAuWeQIAwBi57rrmv1Uff7wZaAAwXQnTAABgDJRlcv31zZlpxx9vChoATFfCNAAAGAO33FLJPfdU0t5e5qijzEwDgOnKnmkAAMxItVqRnp5KuroaSbJZe+7cMqtWFVs8v2n7m99szko79NB6dt55ot8NADBRhGkAAMw43d1tWbKkPY1GkaIokyRlObSdlEm2fH7Tdtl8mJ/9rJru7rYsXrxhQt8TADAxhGkAAExrm85A+9nPqgNBWtIfnGWzdrL181trL13anhNO6EtHRzmm7wUAaD1hGgAAU8q2lmcObt90UyXnnbf5DLTxVq8X6e2tpKPD3mkAMN1sd5jW29ube++9N+vWrcv8+fPT2dmZXXbZZSz7BgAAQ4xkeeZwSzU3Pp4Y1WqZzs7GhL0eADBxRhWm3XjjjfnHf/zHXH/99VmxYkWSpCzLFEWRSqWSAw88MC9+8Yvzspe9TLAGAMCYqtWKES3PHG6p5taM1Z5p/e1qtczy5ess8QSAaWpEYdp//dd/5YILLsjPf/7z7LfffnnBC16Qgw46KHvssUfa29vz8MMP584778yNN96Yv/u7v8vHPvaxvPnNb85rX/vazJ49e7zfAwAAM0BPT2UgSBsLlUqZyy5bmyOOaC7F7O2tDMwm6+2tZM6cMqtXF0OOjbQtSAOA6WtEYdppp52WRYsW5V3velee9rSnbfXa1atX56qrrspnPvOZ9PX15cwzzxyTjgIAMLN1dTVSqZTbEahtPsOsf/bYqaf2DVw1eH+z4fY629L5bT0PAJheRhSmffvb386TnvSkEd1wzpw5Oe200/Kyl70s99xzz470DQAABnR0lDn55L585zttSba8PHPT0GzZsnU59NCG2WMAwJgYUZg20iBtsGq1mn333XfUzwMAgC25/fZKkuSss9blDW/YkGT0Sy7NHgMAdsR2V/MEAICJ1NNT5D//s5pqtcxb37o+u+/ePG7JJQAwkSpjebNLL700l1xyyVjeEgAAkiTf/nZzeeexx9YHgjQAgIk2pmHaJZdckosvvngsbwkAAKnVinzpS81FFYsW9W3jagCA8TOmyzz//u//PmVpI1cAAMZOd3dblixpf6yKZ5nVq1vdIwBgJhvTMO2II44Yy9sBADDD1WrFoCAtSYq8//3tWbSoTzVOAKAlxnSZJwAAjKWensqgIK2pXi/S2+tjLADQGts1M+2uu+7Kd7/73dRqtaxdu3bIuaIocsEFF4xJ5wAAmNm6uhqpVMohgVq1Wqazs9HCXgEAM9mow7Rrr702b3nLW9JoNLL77rtn9uzZQ84XRbGFZwIAwOh0dJQ5/fQNueKK5mfOarXM8uXrLPEEAFpm1GHaRz/60Rx++OH56Ec/mj322GM8+gQAAAPWrm3+Y+2pp27IuecK0gCA1hr1ZhO333573vCGNwjSAAAYd41G8u//Xk2SvOY1GwRpAEDLjTpM6+joyGr1yAEAmAA33ljJ/fdX8rjHlTnqqHqruwMAMPow7U1velM+97nPZc2aNePRHwAAGHDNNc1dSZ7znL60tbW4MwAA2Y49026++eY88MADed7znpejjjoq8+fP3+yaZcuWjUnnAACYXmq1Ij09lXR1Natxbqv9ne80P64ecURfazoMALCJUYdpX/ziFwfaV1111Wbni6IQpgEAsJnu7rYsWdKeRqNIUTT3PivLrbfLsll84Nxzd8q8eeuyePGG1nQeAOAxow7Tfvvb345HPwAAmMZqtWIgSEsyEJKNtN1oFFm6tD0nnNCnCAEA0FKj3jMNAABGq6enMhCkba96vUhvr4+vAEBr+TQCAMC42223MsmOzSirVst0djbGpkMAANtpRMs8n/vc5+aSSy7JgQcemBNPPDFFseV/VSyKItdcc82YdRAAgMmnv5DA3LllVq0qtllQ4MILZycp0gzURr5nWn+7Wi2zfPk6SzwBgJYbUZh25JFHZu7cuQPtrYVpAABMb4MLCYwmHEuS1752fU49tT4ww6y3tzLitiANAJgMRhSmXXjhhQPtD33oQ+PWGQAAJrdarcg557QPKg4w8oICSfKFL8zOX/zFqoFgrKOjPnBuJG0AgFYbdTVPAACmh7vvLnLjjcleexWp14stLtHsb5dlsnRp+2YB2Wj0FxEQkAEAU9WIwrSbbropz3jGM0Z147Vr1+bOO+/Mk5/85O3qGAAA42fjUs0k2TlF0T+LrNxiu2nHtvtQRAAAmOpGVM3z9NNPzxlnnJEf/ehH27z2/vvvz2c+85mcdNJJ+f73v7/DHQQAYMfUakV++MNqarUitVqRr399Vs45p3/PsyQphizb3FJ7aJBWDvlaFOXA/mhbaisiAABMByOamXbVVVflwx/+cF73utdlr732yhFHHJGDDjooe+yxR9rb2/PQQw/lzjvvzI033pibb7458+bNy1vf+ta88pWvHO/+AwCwFYOLBWxaDGDHFDnvvLU58sh6Vq8uFBEAAGaMEYVpCxcuzCWXXJLbbrst//AP/5Drrrsu3/nOd4Zcs9NOO+XQQw/Nueeem0WLFmX27Nnj0mEAAEamVisGVd0cqxCtqVots2hR32bhmCICAMB0N6oCBPvtt1+WLVuWZcuW5cEHH8wf/vCHrF27NvPnz09HR0fa2trGq58AAIxST09l0FLOLRs8Y20kbcs1AYCZbLuree6+++7Zfffdx7IvAACMoWY1zjJbKhpQqZT5x38s8tSnrkm93tjmEs3BbUEaADBTbXeYBgDAxKrVivT0VB4LybJZe+7cMqtWFQPHvv71WWkGac1AbdPZZRddtD6nndaeFSvK9PWVI1qiabkmADDTCdMAAKaALRUSGFpUYPPQLEmOPLKed797/WazyxYuLJK0T/RbAQCY0oRpAACT3NYKCQwtKjB8oYFf/KI6ZGnmxtllY1eQAABgpqi0ugMAAGzdSAsJbEmjUaS318c+AICx4FMVAMAkVqsV+da3qjt0j2q1HFjiCQDAjtmhZZ733ntvHnrooey2225ZsGDBWPUJAIAM3SetafM90ba1Z1q1Wmb58nWqbwIAjJHtCtP+5V/+JR/5yEdyxx13DBxbuHBhzj777Jx88slj1jkAgJlq033SkqRSSS67bE2OOKK551l/IYH+9pw5ZVavLjYrNCBIAwAYO6MO077zne/knHPOSVdXV84666zsueeeue+++/Kd73wnZ599dhqNRl74wheOR18BAGaM4fZJazSK7LlnOUwhgaHtrR0DAGDHjDpMu+SSS3LcccflU5/6VCqVjVuunXXWWXnjG9+YSy65RJgGALADarUiV1+9+T5p9j4DAGi9URcguOOOO/J//s//GRKkJUmlUsn/+T//Z8jSTwAARqe7uy2HHz43l13W/tiR5iw0e58BAEwOo56Z1tHRkTVr1gx7bu3atXn84x+/w50CAJiJtrVPmiANAKD1Rj0z7XWve10uvfTSPPjgg0OOP/DAA/nkJz+Z173udWPWOQCAmWQk+6QBANBao56Zdsstt+TRRx/Nc5/73Bx99NHZa6+9ct999+UnP/lJ5s+fn1tvvTXnn3/+wPXLli0b0w4DAExXXV2NFEWZstwYqNknDQBgchl1mPbFL35xoP39739/yLk1a9YMOV8UhTANAGCEHv/4MrvtVmbFimaYZp80AIDJZ9Rh2m9/+9vx6AcAwIx3442VrFhRyU47lfn7v1+TAw9sCNIAACaZUYdpAACMj299q/nR7AUv6MuJJ9Zb3BsAAIYz6gIEAACMvbJMvvWttiTJokV9Le4NAABbMqKZac997nNzySWX5MADD8yJJ56Yoii2eG1RFLnmmmvGrIMAADPBv/97Nbff3lzi+dznCtMAACarEYVpRx55ZObOnTvQ3lqYBgDA6HR3t+Wcc9qTJGvXJt/4RlsWL97Q4l4BADCcEYVpF1544UD7Qx/60Lh1BgBgpqnViixZ0p6y7P/HyiJLl7bnhBP6FB8AAJiE7JkGANBCPT2VNBpDZ/3X60V6e31MAwCYjEb9Ke2rX/1qPvGJTwx77hOf+ES+8Y1v7GifAABmjH32aSQZOgOtWi3T2dloTYcAANiqES3zHOwLX/hCXvrSlw57bv78+bniiivykpe8ZEf7BQAwqdVqRXp6KunqaoZeW2vPnVtm1api2PMXXzw7SZFmoFakWi2zfPk6SzwBACapUYdpt99+e57ylKcMe26//fbL7bffPqr7ffe73823vvWt/Od//mcefvjhPPGJT8z//t//O6961atSqWycOHfdddflox/9aG677bbss88+ee1rX5vFixePtvsAAANGE4gNbt90UyXnndeeRqNIUTRDr7Lccrs/KNvy+eSlL92QV7+6L52dDUEaAMAkNuowLUkeeeSRYY8/+uijqdfro7rX5z//+XR0dOQv//Ivs8cee+SnP/1pPvjBD+bOO+/MO9/5ziTJr371q5x55pk59dRT8653vSs33HBDzj///MyePTunnXba9rwFAGCG6+5uy5IlIw/EhgvHNj7OVtvbujZJvvnNtrzvfesFaQAAk9yow7QDDjggV111VZ7//Odvdu7b3/72FmetbcmnPvWp7L777gOPjz766KxevTrd3d05++yzM3v27FxyySU56KCDcsEFFwxcc8899+RjH/tYXv7ylw+ZwQYAsC39FTT7N/4fSSA2XDg2lvqLDnR0jO4fJgEAmFijTqEWL16cq6++Ou985ztz00035d57781NN92Ud73rXfmXf/mXnH766aO63+Agrd9Tn/rUrFu3Lg899FDWr1+fn/zkJznllFOGXLNo0aLcd999+c1vfjPatwAAzHDDVdBsNUUHAACmhlHPTFu0aFF6enpy+eWX55vf/ObA8UqlkjPOOCMvfvGLd7hTv/zlL7Pbbrtljz32SG9vbzZs2JCurq4h1+y///5Jkttuuy0HH3zwdr/WrFnTZ1ZbtVoZ8pXxYZzHlvGcGMZ5fBjXiTEe4/zkJyeVSrmDgdrW90EbzZ5p1WqZiy5an4ULi4zHrLct8T08MYzzxDDO48O4TgzjPH6M7cSYaeO8XXumvf3tb8/LX/7y/L//9/+yYsWK7L777jnmmGPyhCc8YYc7dPPNN+drX/tazjrrrFSr1Tz88MNJknnz5g25rv9x//ntUakUmT9/7vZ3dpKaN2/nVndhRjDOY8t4TgzjPD6M68QYy3GePz85++zkIx9pPi6K5v8ajZG1q9XkwguLHHFEsv/+zfDr1lu33J47t8iqVVu/dt9925O0j9l7HA3fwxPDOE8M4zw+jOvEMM7jx9hOjJkyztsVpiXJvvvum1e+8pVj2Zfcd999edvb3pZDDjkkb3jDG4acK4rh/5V2S8dHotEos3Ll6u1+/mRTrVYyb97OWblyTep1y0TGi3EeW8ZzYhjn8WFcJ8Z4jfOsWW1JZue44+q55JJ1SZLe3iKdneWI2k94wtBCAc94xrbbWzu/YsWOvZ/t4Xt4YhjniWGcx4dxnRjGefwY24kxXcZ53rydRzS7brvCtPXr1+drX/tafvazn+Whhx7Ke9/73jzpSU/KNddckwMOOCBPfOITR33PRx55JG94wxuy00475ZOf/GTa2tqSJLvuumuSzWegrVy5MsnmM9ZGq69v6v5H3pJ6vTEt39dkY5zHlvGcGMZ5fBjXiTHW4/yjHzU/KJ1yyoYsWNDc9H/Bgo3nt9Xu6xuzrrSc7+GJYZwnhnEeH8Z1Yhjn8WNsJ8ZMGedRh2kPPvhgXvOa1+SWW27JnnvumQceeCCrVq1Kkvzbv/1bfvjDH+b973//qO65bt26nHHGGbn//vvz5S9/OfPnzx84t3DhwrS1taWnpyfHHXfcwPFbb701SbLffvuN9i0AADPchg3JL39ZTZIcfbTqmQAAjNyod4b727/926xcuTJf/epXc+2116YsNy5xOOqoo/Lzn/98VPfr6+vL29/+9vz2t7/NZz7zmc32XZs9e3aOPvrofPe73x1y/Nvf/nb22muvHHTQQaN9CwDADHfzzZWsXl1kt93KHHDA9P/XUwAAxs6oZ6Zde+21Wbp0aZ72tKelXh/6L7kLFizI73//+1Hd7wMf+EC+//3v5x3veEfWrl2bG2+8ceDc/vvvn8c97nE566yzcvrpp2fZsmVZtGhRbrjhhlx55ZX5wAc+kEplZlSKAADGzo9/3JyVdtRR9fgoAQDAaIw6THv00UfT0dEx7Lm+vr7NArZt+eEPf5ikOeNtU1dccUWOOuqoHHbYYbn00ktz0UUX5Rvf+Eb22WefLFu2LKeddtpouw8AkJ/+tD9Mm0YbnwEAMCFGHabtu+++ufHGG/OsZz1rs3O//vWv09nZOar7/fu///uIrjv++ONz/PHHj+reAAD9arUiPT2V7LxzmR/+sPkR6FnPsl8aAACjM+qFDYsWLcqnP/3pXHPNNQP7pRVFkV//+te54oorcuqpp455JwEAdkR3d1sOP3xuXvayOflf/2tOHn20SFLmP/+z2uquAQAwxYx6Ztob3vCG3HDDDXnLW96SXXfdNUny+te/Pg899FCOPfbYvPrVrx7zTgIAbK9arciSJe1pNIrHjmz8+s53tuekk/rS0VFu6ekAADDEqMO0tra2fPrTn853vvOdXHvttXnggQcyf/78POc5z8kpp5yiIAAAMKn09FQGBWlD1etFensr6eiw3BMAgJEZVZi2du3avPa1r83b3va2nHLKKTnllFPGq18AAGNi4cJGkjIbZ6RtVK2W6exsTHifAACYukY1jWynnXbKf//3f6datb8IADA19PRU0gzS+pdyNr9Wq2WWL19niScAAKMy6mWehx12WH7961/nqKOOGo/+AACMqX/+5+bHnZe/fENOP70vc+aUWb26SGdnQ5AGAMCojTpMe+c735kzzzwze+21V573vOdl7ty549EvAIAdtn598u1vtyVJTj+9L8ccY280AAB2zKjDtFe+8pXZsGFD3v3ud+fd7353dtpppxTFxj1IiqLIL3/5yzHtJADA9rjuumoefrjI3ns3cvTRgjQAAHbcqMO0F7zgBUPCMwCAyaq7uzkr7bnP7YstXwEAGAujDtM+9KEPjUc/AADG1Oc/35bvfKf5Uecf/7EtRx7ZyOLFG1rcKwAAproRh2lr167NNddck1qtlt133z0nnnhidt999/HsGwDAdqnVirzrXe1pVvFMyrLI0qXtOeGEPkUHAADYISMK0+69996cfvrpueuuu1KWzQ+gu+yySz796U/n0EMPHc/+AQCM2u9+V0lZDt2Wol4v0ttbSUeHvdMAANh+lZFc9Hd/93e59957c8YZZ+Syyy7LX/3VX6WtrS3vf//7x7l7AACj98tfbv4Rp1ot09nZaEFvAACYTkY0M+1HP/pR3vSmN+Wss84aOLZw4cKcccYZuf/++7PnnnuOWwcBgOmhVivS01NJV1cz0Nq0PXdumVWris3OV6tFbrwx2WuvIvX61u/R1dXII48kn/zk7CRJUZQpyyLVapnly9dZ4gkAwA4bUZh2//3354gjjhhy7Mgjj0xZlsI0AGCburvbsmRJexqNIkXRDLTKcmg7KZNs6XxSFDsP+7xN280dKZr3e8971uWP/7iRzs6GIA0AgDExomWe9Xo9O+2005Bj7e3tA+cAALakVisGgrSkGXr172c2uD24WMBw50fa7r9PUuTCC9sFaQAAjKkRV/Ps6elJtVodeNwfovX09Gx27dOe9rQx6BoAMB309FQGgrSJpugAAABjbcRh2rvf/e5hj//lX/7lQLssyxRFkf/6r//a8Z4BANNCc0+z5hLOiaboAAAAY21EYdqFF1443v0AAKapRiPp38Nsy3uibfv8aNuKDgAAMB5GFKa99KUvHe9+AADT1Pe+1/y4cdhh9bz3vesHZor19laGtOfMKbN6dbHZ+Wq1kvvvn5M991yTer2x2fO21hakAQAw1ka8zBMAYHt897vNjxsveUlfjjlm495lg/cxG25Ps/5js2aVOfjgZMWKMn195Raft637AQDAWBhRNU8AgO2xYkXyox81CxidfHJfi3sDAAA7zsw0AGC71GpFenoqjxUYyLDtb3+7mnq9yP7719PZacklAABTnzANANiq4UKzm26q5Lzz2tNobL0YQPlYfnbbbZV0d7dl8eINLXkPAAAwVoRpAMAWdXe3ZcmSzUOz/sqbGx9nm+2lS9tzwgl9igIAADCl2TMNABhWrVYMBGlJMxDbGJAVW37iFtTrRXp7ffQAAGBq84kWABhWT09lIEgbC9Vqmc7OxpjdDwAAWkGYBgAMq6urMbC0c3jNc0VRDly3pXa1Wmb58nWWeAIAMOXZMw0AGNaCBWXmzy/z4IPN2WmD90yrVsssW7Yuhx7aGJht1ttb2WpbkAYAwHQgTAMAhvWd78zKgw9WsttujXzyk2vz1KduPRzr6Khvsw0AAFOdMA0AprFarUhPTyVdXc0gbKTtuXPLfPjDs5Mkr3vdhjz3ucIxAABIhGkAMG11d7flnHPaH6vA2T+LbDTt5tddd7U8EwAA+ilAAADTUK1WZMmS/iAtaQZjo203v37gA+2p1cauqicAAExlwjQAmIZ6eippNMYmAKvXi/T2+sgAAACJMA0ApqVZs8psXLa5Y6rVcqAyJwAAzHTCNACYhr785bYM3getKMoUxcjb/c+rVsssX75us8qdAAAwUylAAABT1JYqdd5zT5F/+Ie2JMn//b9rMm9eBmaW9fZWRtSeM6fM6tVFOjsbgjQAABhEmAYAk8hwAdncuWVWrSqGHLvppkrOO6/9sX3RtlyR88EHK/lf/2vDwP07OuqjagMAAEMJ0wBgkvjiF9sGVeAsUxQZaPeHY5sfy6Cvm7eXLm3PCSf0mV0GAABjxJ5pADAJ1GrFoCAtSYoh7S0f2zqVOAEAYGz5dA0Ak0BPT2VQUDZ2VOIEAICxJUwDgElg113LbNzvbKS2XpFTJU4AABh79kwDgEngJz+pZmMBgWIgEBu8P9rgY9VqmWXL1uXQQxtbrc4pSAMAgLElTAOASeDKK9uSJH/5l+vyrGcNDcjmzCmzenWxzaBMRU4AABh/wjQAaLFbbqnkxhurqVbLvOY1fdlrr40h2XChmKAMAABaR5gGABOkVivS01NJV1dzhll/+3Ofa/46/pM/qQ8J0gAAgMlHmAYAE6C7uy1LlrSn0ejfAy3ZuEda0w9/WE13d1sWL97Qii4CAAAjoJonAIyzWq0YFKQlzRBt83ZZFlm6tD21WjHMXQAAgMlAmAYA46ynpzIoSNu6er1Ib69fzwAAMFn5tA4A46yrq5GiGNleaNVqOVC1EwAAmHyEaQAwzjo6ypx6at/A46IoB8K1we1qtczy5evS0aEIAQAATFYKEADABNh992ZA9rKXrc9737s+SdLbWxmYhdbfFqQBAMDkJkwDgAnQvw/ascduDMw6OuoD5we3AQCAycsyTwCYAP1hmv3QAABgahOmAcA427AhufPOZjVPYRoAAExtwjQAGGd33lmkXi+y885lFiywJxoAAExlwjQAGGf/8z/NX7dPelIjFb95AQBgSvORHgDGWf9+aU96kiWeAAAw1QnTAGCcbSw+YIknAABMdcI0ABhnKnkCAMD0IUwDgHHW26uSJwAATBfCNAAYR/V6cvvtZqYBAMB0IUwDgHF0991FNmwoMnt2mY4Oe6YBAMBUJ0wDgHHUv1/aH/1RI9VqizsDAADsMGEaAIwjlTwBAGB6mdXqDgDAVFOrFenpqWSXXYpUq8leexWp15vHurqa+6L1t2++uRmm7bWX/dIAAGA6EKYBwCh0d7dlyZL2NBpFkuZss6LYOUlSlkWKohzSLh+bkPalL7Xlmc9sZPHiDa3oNgAAMEYs8wSAEarVikFBWpI0v5ZlkbIcvj34mqVL21OrFZveFgAAmEKEaQAwQj09lUFB2ujV68XAHmoAAMDU5BM9AIzQnDll+pd2bo9qtUxnp73TAABgKhOmAcAI/eu/zkpz2WZ/oNa/Z1o5sFfaltrVapnly9elo0NVTwAAmMoUIACAEdiwIfniF9uSJB/+8No85SllHve4IrNm7Zw991yTer2R3t7KwMyz4dqCNAAAmPqEaQAwAv/4j7Ny772VzJ/fyOLFfZk9O5k1q5L585MVK8r09ZXp6KgPXL+lNgAAMLUJ0wCYEmq1Ij09lXR1NWd7bdqeO7fMqlXFFs/vSPummyo599z2JMlDDxW58sq2LF68YSLeNgAAMMkI0wCY9Lq727JkSXsajWJgD7KyHNpu7l+25fPb0y7LZOMeacXAuaVL23PCCX1ZuHDc3zoAADDJKEAAwKRWqxUDQVrSDLOa4dnQ9uCwa7jz29Puv+fGr031epHeXr9CAQBgJvKXAACTVq1WpLu7bSBImyyq1XKguAAAADCzWOYJwKQ0eGnn5NBc6lmtllm+fN1jlTknS98AAICJIkwDYNLZdGln09b3RBuPPdP629VqmWXL1uXQQxvp7Gw8FqQBAAAzkTANgJbYWnXOv/mb2cPMSCty3nlrs2hRX5Kkt7cysNSyt7eSOXPKrF5dDDk2lm0BGgAAkAjTAJhA/QHajTdWct557YNmlCUbq2b2t4eqVsssWtQ3EGp1dNQHzg1uD3dsrNoAAADCNADGVX+AdtNNzQCtOeNs8H5jg4OzTUO04fYpAwAAaB1hGgDjZmgRgS0FaFuzcWmnIA0AAJgMKq3uAADT0+ZFBEZf+XLTpZ0AAACtJkwDYFz09FSGKSIwWDMgK4pyoHLm4LalnQAAwGRkmScA46Krq5FKpdwkUNu4B9qyZety6KENFTQBAIApRZgGwLjo6Cjzxjeuz6c+1Z4kmwVomwZlKmgCAABTgTANgHGz227Nr8ce25dPfGKtmWYAAMCUZ880AMbNDTdUkyQnn6yIAAAAMD0I0wAYF2WZ/PKXzV8zhx9u2SYAADA9CNMAGBf/8z9FHnigktmzyxx8cKPV3QEAABgTwjQAxsUvf9lc4nnIIY20t7e4MwAAAGNEmAbAuOgP0575TEs8AQCA6UOYBsC46A/T/viPhWkAAMD0IUwDYMytWZPcfHPzV8wTnmC/NAAAYPoQpgEw5j7ykdmp14skyaJFc9Ld3dbiHgEAAIwNYRoAY6pWK/KJT8weeNxoFFm6tD21WtHCXgEAAIwNYRoAY+q22yopy6HBWb1epLfXrxwAAGDq85cNAGNq5crNZ6BVq2U6O+2dBgAATH3CNADG1FVXzUqSFEWZpBmkLV++Lh0dZSu7BQAAMCZmtboDAEwfDzxQ5Fvfav5q+cIX1mTu3KSzsyFIAwAApg1hGgBj5vLLZ2XduiIHHljP855XT6HmAAAAMM1Y5gnAmPjiF9vy0Y+2J0l+97tKvvSlthb3CAAAYOwJ0wDYYbVakSVL2pM0p6KVZZGlS9tTq5maBgAATC/CNAB22P/7f9WU5dDgrF4v0tvr1wwAADC92DMNgC2q1Yr09FTS1dVIkmHbK1cmH/jA7M2eW62W6exsTGh/AQAAxpswDYBhQ7Mbbqjkgx9sf2zGWX81zq23i6K5xLNaLbN8+TpVPAEAgGlHmAYww3V3t2XJkvY0GkWKohl+bQzQ+pduDl7CueV2UZS5/PI1OeKIuiANAACYloRpADNYf+GARmNj4YCNRl88oNEosueepSANAACYtuwMDTCD9fRUBoK0sWCfNAAAYLoTpgHMYF1djYGlncNrniuKcuC6LbXtkwYAAMwElnkCzGAdHWWe+tRGfvObapIM2TOtWi2zbNm6HHpoY2C2WW9vZattQRoAADDdCdMAZrCVK5Nbb21OUv74x9fkuOPqSbYcjnV01LfZBgAAmM6EaQAz2NVXz8r69UWe8pR6XvWqvoHjwjEAAIDh2TMNYAb71rea/6byohf1beNKAAAAEmEawIx1yy1F/u3fmmHai18sTAMAABgJYRrADNTd3ZZnP3tuNmwokpS54YZqq7sEAAAwJQjTAGaYWq3IkiXtKcvisSNF3vGO9tRqxVafBwAAgDANYMbp6amk0RganNXrRXp7/UoAAADYFn85AcwwXV2NFEU55Fi1Wqazs9GiHgEAAEwdwjSAGaajo8zChRvDtGq1zPLl69LRUW7lWQAAACTJrFZ3AICJ1dNT5PbbKymKMp/97NocfnhdkAYAADBCwjSAGeYrX2lLkjznOfW86EV9Le4NAADA1GKZJ8AMctddRb7whWaYdtppG1rcGwAAgKnHzDSAKaJWK9LTU0lXV7NQwGja1WqRCy5IPvKRnVOWRZIyK1cWw74OAAAAWyZMA5gCurvbsmRJexqNYqASZ1mOvF0ObIlWDHx9z3vac/LJffZLAwAAGAXLPAEmuVqtGAjSkmZA1pxdNvL2xhBto3q9SG+vXwMAAACj4a8ogEmup6cyEKSNpWq1TGdnY8zvCwAAMJ0J0wAmueb+Z2O7FLNSKbN8+TpLPAEAAEbJnmkAk9w99/Qv0yyTbN+eaf3tSqXMGWdsyBvesF6QBgAAsB2EaQAt1F+hc+7cMqtWFcNW5Dz33PYkyYtf3Jf/7//bMLA0s7e3MuJ2tVrJ/ffPyZ57rsmCBfUJfY8AAADTiTANoEUGV+jc1qyzJDnwwEaOOWZjENbRMfL2rFllDj44WbGiTF/feL0jAACA6c+eaQAtsGmFzv5qm1uqyJkkH/nI7NRqY1+IAAAAgJETpgG0wPZU6KzXi/T2+rENAADQSv4qA2iB7anQWa2WA3uhAQAA0BrCNIAW6OjYNBhrBmtFUQ7slTa4Xa2WWb58nQqcAAAALaYAAUCL1OvNZZ4XXLAmf/zHjaxeXWy1IqcgDQAAoPWEaQAtUJbJ73/fDNOe//x6Fi4cGpRtqTonAAAArWWZJ0ALPPhgkfXrm2HaggVmnAEAAEwVwjSAFuiflbbHHo20t7e4MwAAAIyYMA2gBe69txmm7bOPWWkAAABTiTANoAXuuaf541eYBgAAMLUI0wBaoH+Z5+Mf32hxTwAAABgNYRpAC9xzj+IDAAAAU5EwDaAF7r23+eP38Y8XpgEAAEwlwjSAFuifmbbPPpZ5AgAATCXCNIAW6N8zTQECAACAqUWYBjDBNmxI7rtPmAYAADAVCdMAJth99xUpyyKzZpXZc09hGgAAwFQiTAOYYP1LPBcsKFPxUxgAAGBK8WccwAS7557mj15LPAEAAKYeYRrABNtYfEAlTwAAgKmm5WHa7bffnve+97059dRTc9BBB+VFL3rRsNddd911eclLXpJDDjkkz3ve89Ld3T3BPQUYGyp5AgAATF0tD9NuueWWXHfddfmjP/qj7LfffsNe86tf/SpnnnlmDjrooHz605/OS1/60px//vm58sorJ7i3ADvu979v/uh9/OOFaQAAAFPNrFZ34MQTT8xJJ52UJHnXu96V//iP/9jsmksuuSQHHXRQLrjggiTJ0UcfnXvuuScf+9jH8vKXvzwVO3gDU8g99/QXILDMEwAAYKppeQq1rSBs/fr1+clPfpJTTjllyPFFixblvvvuy29+85vx7B7AmLv33maYZmYaAADA1NPyMG1b7rjjjmzYsCFdXV1Dju+///5Jkttuu60V3QLYbqp5AgAATF0tX+a5LQ8//HCSZN68eUOO9z/uP7+9Zs2a9HniiFWrlSFfGR/GeWzNtPFctSpZubI5M23ffSfuZ9BMG+eJYlwnhnEeP8Z2YhjniWGcx4dxnRjGefwY24kx08Z50odp/YqiGNXxkahUisyfP3e7nz9ZzZu3c6u7MCMY57E1U8bzgQeaX3faKalU5mb+/Il9/ZkyzhPNuE4M4zx+jO3EMM4TwziPD+M6MYzz+DG2E2OmjPOkD9N23XXXJJvPQFu5cmWSzWesjUajUWblytXb37lJplqtZN68nbNy5ZrU6zY2Hy/GeWzNtPH8+MfbkszO2rXJk55U5qMfXZ8/+7O+cX/dmTbOE8W4TgzjPH6M7cQwzhPDOI8P4zoxjPP4MbYTY7qM87x5O49odt2kD9MWLlyYtra29PT05Ljjjhs4fuuttyZJ9ttvvx26f1/f1P2PvCX1emNavq/JxjiPrZkwnrVakYsvbht43GgUOeec2Tn++A3p6JiY/dNmwji3gnGdGMZ5/BjbiWGcJ4ZxHh/GdWIY5/FjbCfGTBnnSR+mzZ49O0cffXS++93v5rWvfe3A8W9/+9vZa6+9ctBBB7Wuc8CMVasV6emppKur+YtiJO0LL5ydshy6NL1eL9LbW0lHR30Cew8AAMD2anmYtmbNmlx33XVJkrvvvjuPPvpovve97yVJjjzyyOy+++4566yzcvrpp2fZsmVZtGhRbrjhhlx55ZX5wAc+kEplZmxuB7TGcKHZTTdVct557Wk0iiRliiKPhWRD202btoeqVst0dk7/f7kBAACYLloepj3wwAN5+9vfPuRY/+MrrrgiRx11VA477LBceumlueiii/KNb3wj++yzT5YtW5bTTjutFV0GpqDRzCSbO7fMqlXFZqFZU3+7GHhcDqzQHNreaNMQrfn8arXM8uXrJmyJJwAAADuu5WHavvvum9/97nfbvO7444/P8ccfPwE9Aqab7u62LFnSDMWKohlcleWW2xvDsqGh2UbbX0W4//nnnbc2ixb1CdIAAACmmJaHaQDjqVYrBoK0JEP2LNtSe/gAbexUq6UgDQAAYIqy4RgwrfX0VAaCtLHVDMKKohyY1TaStqWdAAAAU5uZacC0tvPOZYYu1xyt5nMHLwOtVsssW7Yuhx7aGCge0NtbGXFbkAYAADB1CdOAae1LX2rL4P3PRrNn2tZCs00DsY6O+qjaAAAATE3CNGDa+slPKunubkuSfP7za7PbbuWIZo/NmVNm9epim6EZAAAAM48wDZiWurvbcvbZ7emflfbQQ0VOOaVv4LzZYwAAAGwPBQiAaae/gufgqpxLl7anVhuf6pwAAADMHMI0YNoZroJnvV6kt9ePPAAAAHaMvyyBaaerqzFQUKBftbpxvzQAAADYXsI0YNrp6Chz7LEb9z6rVsssX75us2ICAAAAMFoKEADT2llnrcsb3rBBkAYAAMCYMDMNmJb++7+bP95OOaVPkAYAAMCYEaYB087DDye//33zx9sBB9gnDQAAgLEjTAOmnd/9rvmjraOjkV12aXFnAAAAmFaEacC087vfVZOYlQYAAMDYE6YB007/fmlPeYowDQAAgLElTAOmnd/+tvmj7cADhWkAAACMLWEaMO1snJlWb3FPAAAAmG6EacC08vDDyT33qOQJAADA+BCmAdNK/6y0xz++kXnzWtwZAAAAph1hGjCtqOQJAADAeJrV6g4A7KharUhPTyVdXY388pfNfyN4whOEaQAAAIw9YRowpXV3t2XJkvY0GkWKokxZNo9/6UtteeYzG1m8eENrOwgAAMC0YpknMGXVasVAkJYkZVkk2dheurQ9tVrRwh4CAAAw3QjTgCmrp6cyEKQNp14v0tvrxxwAAABjx1+ZwJTV1dVIUZRbPF+tlunstHcaAAAAY0eYBkxZHR1lDjxwY1hWFOVAuFatllm+fF06OrYctgEAAMBoKUAATFkrVya33tr8N4GPf3xNjjuuniTp7a2ks7MhSAMAAGDMCdOAKetf/mVWNmwo8pSn1POqV/UNHO/oqLewVwAAAExnlnkCU9a3v93894AXvahvG1cCAADA2BCmAVPSrbcWueaaZph2yinCNAAAACaGMA2Ycrq723LMMXOzfn2RpMxNN1Vb3SUAAABmCGEaMKXUakWWLGlPWRaPHSnyjne0p1Yrtvo8AAAAGAvCNGBK6emppNEYGpzV60V6e/04AwAAYPz56xOYUrq6GqlUyiHHqtUynZ2NFvUIAACAmUSYBkwpHR1l3vSm9QOPq9Uyy5evS0dHuZVnAQAAwNiY1eoOAIzW3ns3g7NnPasvn/zkWkEaAAAAE8bMNGDKufnmZvXOE06oC9IAAACYUMI0YMq5+ebmj66nP73e4p4AAAAw0wjTgCnl0UeTW29t/ug6+GBFBwAAAJhYwjRgSvnNbyopyyL77NMY2DsNAAAAJoowDZhS+vdLe/rTzUoDAABg4gnTgCnl179uhmkHH2y/NAAAACaeMA2YUjYWHzAzDQAAgIknTAOmjHXrkt/+tvlj65BDzEwDAABg4gnTgCnjBz+opq+vyK67ltl3X8UHAAAAmHjCNGBK6O5uy+LFOydJHn44+dKX2lrcIwAAAGYiYRow6dVqRZYsaU9ZFo8dKbJ0aXtqtWKrzwMAAICxJkwDJr2enkoajaHBWb1epLfXjzAAAAAmlr9EgUmvq6uRSmXoHmnVapnOThU9AQAAmFjCNGDS6+go85rXbBh4XK2WWb58XTo6FCEAAABgYs1qdQcARmL27ObXF7xgQz78YUEaAAAArWFmGjAl/OhH1STJy17WJ0gDAACgZYRpwKT38MPJf/xH88fVn/xJvcW9AQAAYCYTpgGT3k9/Wk1ZFunqamTBArPSAAAAaB1hGjDp/ehHze0d/+RP+lrcEwAAAGY6YRow6f34x8390p71LEs8AQAAaC3VPIFJo1Yr0tNTSVdXI0nS01PJggWN3HRTM/ffb79GK7sHAAAAwjRgcvjCF2blL/5idsqySFKmKDLQTookyQtfOCcf+ci6LF68oZVdBQAAYAazzBNoubvuyqAgLUmKIe1+jUaRpUvbU6sVm90DAAAAJoIwDWi5W27JoPBs6+r1Ir29fnQBAADQGv4iBVpu552T5nLObatWy3R22jsNAACA1hCmAS139dVJczlnM1ArijJFsXm7Wi2zfPm6dHSMLHgDAACAsaYAAdBS9Xryuc812xdcsDZPferGmWe9vZXN2oI0AAAAWkmYBkyIWq1IT08lXV3NcKy//dOfVnPHHckuu5RZvLjvsSWfTR0d9WHbAAAA0CrCNGDcdXe3ZcmS9jQaxcCSzbJstsvHJpo9+mjyta+1ZfHiDS3sKQAAAGydPdOAcVWrFQNBWtIM0fordza/bmwvXdqeWm1kVT0BAACgFYRpwLjq6akMBGnbUq8X6e31YwkAAIDJy1+twLjaZZcy/VU6t6Va3Vh8AAAAACYje6YBo9JfSGDu3DKrVhWbFRTYtP2+97WnuZSzTLL5nmn97Wq1zPLl61TrBAAAYFITpgEj9sUvtmXp0v79z5rhWFKmKPr3Pxvabmq23/jG9flf/6s+MPOst7eSzs5GqtVK7r9/Tvbcc00WLFCxEwAAgMlNmAY7oH+W1pZmZ4109taOtifidf75n6uDZpllyNdyYDLZ0PZGRT772dk588xVAzPPOjqawdmsWWUOPjhZsaJMX9/Ixh0AAABaRZgGg2wrHOvqaqRaLXLjjckPfjAr5547O43Glpcubmtp41i1R/M6W5s9tu329usvLtAfogEAAMBUJExjxusP0G68sZLzzmsfYciUJLPTHzA1n5PN2ts6P1bt0bzO1maPbbu9/RQXAAAAYDoQpjGjdXe3ZcmSTfcASyYyZJq6Rj4bTnEBAAAApgthGjNWrVYMCtIS4djIVCplLrtsbRYubGT16mKzggJbagvSAAAAmA6EacxYPT2VQUHa9tr67KzJuGfajrT7Z5ideurmlQIG74W2pTYAAABMdcI0ZqyurkaKotxkP7HRLV1ctmxdDj20scUZWXPmlKOavbW97Yl6HTPMAAAAmOmEacxYHR1lDjywkf/6r2qSjCgc6+xspFqt5P7752TPPddkwYL6Jvfc+oyskcze2pH2RL8OAAAAzDTCNGasRx9tLvVMko99bE2OP76+2ayr4cKkWbPKHHxwsmJFmb7NVzsCAAAA05gwjRnr2mtnZd26In/0R4286lV9KdQfAAAAALah0uoOQKtcfXUzSz75ZEEaAAAAMDJmpjFj1GpFenoq6epqpF5PvvOd5l5pJ59srSYAAAAwMsI0ZoTu7rYsWdKeRmNoRc6kzG23VXLMMTbXBwAAALbNMk+mvVqtGAjSkmaI1gzSkqTIO9/ZnlrNOk8AAABg24RpTHs9PZWBIG049XqR3l7/VwAAAAC2TYLAtNfV1UilUm7xfLVaprOzMYE9AgAAAKYqYRrTXkdHmQsvXJekGagVRTmwb1q1Wmb58nXp6Nhy2AYAAADQTwECZoRDDqknKbLrro1cd93qJElvbyWdnQ1BGgAAADBiwjRmhJtvriZJnvnMjeFZR4cKngAAAMDoWObJjHDzzc1v9ac/XYAGAAAAbD9hGjPCr3/dnJl28MEKDQAAAADbT5jGtLd+ffLb35qZBgAAAOw4YRrT3u9+V8n69UV23bXMwoWKDQAAAADbT5jGtNe/X9ohh9RTFC3uDAAAADClCdOY9voreR5yiP3SAAAAgB0jTGPa6y8+YL80AAAAYEcJ05jW6vWNyzwXLLBfGgAAALBjhGlMS7VakR/+sJrzz5+dtWubG6W94hU7p7u7rcU9AwAAAKayWa3uAIy17u62LFnSnkajSLJxNlqjUWTp0vaccEJfOjrMUgMAAABGz8w0ppVarRgUpCXJ0PKd9XqR3l7f9gAAAMD2kSowrfT0VAYFaZurVst0dqrqCQAAAGwfYRrTSldXI4OXdjY1H1erZZYvX2eJJwAAALDd7JnGtFKpJIOXdlarZZYtW5dDD22ks7MhSAMAAAB2iDCNaeU732l+Sz/96fWce+46ARoAAAAwpoRpTCv9YdpLXrIhxxxTb3FvAAAAgOnGnmlMGw89lPzoR9UkyQtf2NfazgAAAADTkjCNaePLX56Vvr4i++9fT1eXpZ0AAADA2BOmMS10d7flr/96pyTJbbdV0t3d1uIeAQAAANORPdNomVqtSE9PJXPnllm1qkhXVyNJ0tNTGVX7Zz+rZsmS9vRX8SzLIkuXtueEE/oUHwAAAADGlDCNlujubsuSJe1pNIokZZIiRdEMvspy9O1N1etFensr6ehQhAAAAAAYO8I0JlytVgwK0pLBM8r6jba9qWq1TGdnY4x6DAAAANBkzzQm3G9+UxkUpI29arXM8uXrLPEEAAAAxpyZaYy7/r3R+vc4+9Snxqc4QKVS5rLL1uaII+qCNAAAAGBcCNMYF/0B2k03VXLeec0lnZvucVYU5WPtHd8zrX822qmn9k3guwQAAABmGmEaY667uy3nnNM+JChLNt/jrCiSyy9fk4ULG1m9uhjY46y3t7JdbbPRAAAAgPEmTGNM9RcX2BicbXlvtEajyJ57ljnssKGFAgZX4BxtGwAAAGA8KUDAmOrpGXlxARU3AQAAgKlGmMaYahYZ2HS5ZfNxUZQD+5ypuAkAAABMRZZ5MqbWrk2aSzube6VVq2WWLVuXQw9t2OMMAAAAmPKEaYyp732v+S115JH1vPvd64cNzexxBgAAAExVwjTG1NVXN7+lTj21L8ccIzQDAAAAphd7pjFmHnigyE9/Wk2SvOAFfS3uDQAAAMDYMzONUavVivT0VB4rNpCB9je/WU2jUeTJT65n4UL7oQEAAADTjzCNUenubsuSJe1pNIqBypxl2WyXj+Vnt95aSXd3WxYv3tDCngIAAACMPcs8GbFarRgI0pJmiFaWG9vNKp7N9tKl7anVilZ1FQAAAGBcCNMYsZ6eykCQti31epHeXt9eAAAAwPQi7WDEuroaA0s7t6VaLdPZ2RjnHgEAAABMLGEaI7bPPmXmz98YphVFORCuDW5Xq2X+//buPS6qav//+HtAUDRJvKRhWopBangtBRVB07xSR9O0zFveSlHTqCT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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(15,10))\n", "ax.plot (date, precipTotal, color='blue', marker='.',label = \"Precip\")\n", "ax.set_title (f\"ALB Year {year}\")\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Precip (in.)' )\n", "ax.xaxis.set_major_locator(MonthLocator(interval=1))\n", "dateFmt = DateFormatter('%b %d')\n", "ax.xaxis.set_major_formatter(dateFmt)\n", "ax.legend (loc=\"best\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Pandas has a plethora of statistical analysis methods to apply on tabular data. An excellent summary method is `describe`." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "count 366.000000\n", "mean 62.338799\n", "std 19.533743\n", "min 11.000000\n", "25% 46.000000\n", "50% 65.000000\n", "75% 79.750000\n", "max 96.000000\n", "Name: MAX, dtype: float64" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "maxT.describe()" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "count 366.000000\n", "mean 42.967213\n", "std 17.221647\n", "min -5.000000\n", "25% 30.000000\n", "50% 41.000000\n", "75% 56.750000\n", "max 76.000000\n", "Name: MIN, dtype: float64" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "minT.describe()" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "count 366.000000\n", "mean 0.115273\n", "std 0.297395\n", "min 0.000000\n", "25% 0.000000\n", "50% 0.000000\n", "75% 0.050000\n", "max 2.910000\n", "Name: PCP, dtype: float64" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "precip.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
Exercise: Why is the mean 0.12, but the median 0.00? Can you write a code cell that answers this question?\n", " Hint: determine how many days had a trace or less of precip. \n", "
  1. First, express the condition where precip is equal to 0.00.
  2. \n", "
  3. Then, determine the # of rows of that resulting series.
  4. \n", "
\n", "
" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The number of days where precip was a trace or less was 236\n", "Since this is represents more than half the days of the years, the median must = 0\n" ] } ], "source": [ "# %load /spare11/atm350/common/mar06/02e.py\n", "subset = precip[precip == 0.00]\n", "nRows = subset.shape[0]\n", "\n", "print (f\"The number of days where precip was a trace or less was {nRows}\")\n", "print (\"Since this is represents more than half the days of the years, the median must = 0\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### We'll wrap up by calculating and then plotting *rolling means* over a period of days in the year, in order to smooth out the day-to-day variations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, let's replot the max and min temperature trace for the entire year, day-by-day." ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(15,10))\n", "ax.plot (date, maxT, color='red',label = \"Max T\")\n", "ax.plot (date, minT, color='blue', label = \"Min T\")\n", "ax.set_title (f\"ALB Year {year}\")\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Temperature (°F)' )\n", "ax.xaxis.set_major_locator(MonthLocator(interval=1))\n", "dateFmt = DateFormatter('%b %d')\n", "ax.xaxis.set_major_formatter(dateFmt)\n", "ax.legend (loc=\"best\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's calculate and plot the daily mean temperature." ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "meanT = (maxT + minT) / 2." ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "0 30.5\n", "1 31.0\n", "2 36.0\n", "3 31.0\n", "4 23.5\n", " ... \n", "361 18.5\n", "362 28.5\n", "363 45.0\n", "364 51.0\n", "365 40.5\n", "Length: 366, dtype: float32" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "meanT" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(15,10))\n", "ax.plot (date, meanT, color='green',label = \"Mean T\")\n", "ax.set_title (f\"ALB Year {year}\")\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Temperature (°F)' )\n", "ax.xaxis.set_major_locator(MonthLocator(interval=1))\n", "dateFmt = DateFormatter('%b %d')\n", "ax.xaxis.set_major_formatter(dateFmt)\n", "ax.legend (loc=\"best\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, let's use Pandas' `rolling` method to calculate the mean over a specified number of days. We'll center the window at the midpoint of each period (thus, for a 30-day window, the first plotted point will be on Jan. 16 ... covering the Jan. 1 --> Jan. 30 timeframe." ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [], "source": [ "meanTr5 = meanT.rolling(window=5, center=True)\n", "meanTr10 = meanT.rolling(window=10, center=True)\n", "meanTr15 = meanT.rolling(window=15, center=True)\n", "meanTr30 = meanT.rolling(window=30, center=True)" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 NaN\n", "1 NaN\n", "2 NaN\n", "3 NaN\n", "4 NaN\n", " ..\n", "361 NaN\n", "362 NaN\n", "363 NaN\n", "364 NaN\n", "365 NaN\n", "Length: 366, dtype: float64" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "meanTr30.mean()" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 NaN\n", "1 NaN\n", "2 30.4\n", "3 30.4\n", "4 30.1\n", " ... \n", "361 24.4\n", "362 31.1\n", "363 36.7\n", "364 NaN\n", "365 NaN\n", "Length: 366, dtype: float64" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "meanTr5.mean()" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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hQ3Xq1CmvbwcrU5sWZevWrUpISNC4ceOUkZGhjz/+2Ov+//3vf4qLi9Mbb7yh+++/X506dVLnzp01f/585efnW+uZXbr27t2rcePGqX379nryySf9vuaePXuUmZmpIUOGWMscDocGDRqk5ORkr2+yC/9/V3Slve9OnTpV119/vc/rbNiwQZdcckmR3VVCuY2LUlR3+UmTJummm26ybptdDb777jtdf/31ateunYYMGaJPPvnkjM9/8OBB/fTTT15tKrn/z7/66iuv/4tQODYUJdB2DkRVP2co7vhbkrZ+77331L9/f8XHx2vEiBHat2+fOnTooKVLlxb5+rm5udq5c6dX+0vuz7sjR45YVXNS5fw/yMzM1DnnnOP3vsJ/z6ZNmzR06FDFx8crMTFRixcv9vsZ9+WXX2rMmDFq166d+vTpo9dee63Y7QjVc4qXXnpJNWvW1G233eZz33XXXaemTZvqxRdf9FqekpKiqVOnqnPnzmrXrp2uuuoqbd26VZL7PE2SFixYYHXBK6r7c1X6jJsyZYr+/e9/F9sV/NixY3rggQeUkJCgtm3basSIEV7VTUuXLlWXLl2Ul5fn9bgffvhBcXFxXsdcT6F+nPBUrVo1Pfjgg8rLy/OpuivuGCG5K53uvfdedevWTW3bttWAAQP08ssvF/l6Vfm8gjzi7FS+LQ5BaWlpmjRpklasWKEHHnhAqampuummm3wOCN9++61eeOEFzZw5U/Pnz9cvv/yie+6554zPnZKSonr16ql27dpey1u0aKGff/75rMZPqCzy8/O9/pkf5Nu3b9ftt9+uVq1aKSkpSffcc4/ee+89PfDAAz7P8eCDD+q8887T0qVLNXToUC1evFivvvrqGV83JSVFLVq08FoWERGhpk2blku//9LQp08fOZ1O68IiNTVVe/fu1dChQ33WPXr0qGrXrq3Zs2fr+eef16233qo33nhDDz30kM+6a9as0YEDB/T444/rqaee8vvaWVlZ+u2333zatHHjxoqKiqq0berPl19+qYMHD2rw4MHq3r27YmNj9dZbb/ldd9GiRTIMQ0uWLNH48eO1du1av12ZZ86cqa5du+q5557T1Vdf7fe5zDa84IILvJa3aNFCJ0+e1B9//PHX/rByVNr77rXXXqs9e/bop59+8nrs66+/rj59+niF6J5CuY1LQ15enu655x4NHz5cSUlJio2N1bRp03T06NEiH2P+H/hrU8MwfP6PULyqfM5QkuNvcb755hvdeeedatmypZKSkjR8+HDNmDHD56K5sAMHDigvL89nn27ZsqUkVfrPuzZt2mj9+vXauHGjV9eewl588UXNmTPH+hJzwoQJWrNmjd/PuBkzZqh79+5KSkpSly5d9MADD/iEoJ5C9ZwiPz9fe/bsUUJCgmrUqOFzv8PhUO/evfXrr79anze//PKLrrvuOv3666964IEH9I9//EPDhw/Xb7/9Jsn9JZHkvoA2h0xp06aN39evSp9xPXv2VHx8vJKSkopcx+l0asKECXr//fc1ffp0LV26VPXq1dPEiRO1c+dOSe6A5tixYz7dB99++23Vrl1b3bp18/vcoX6cKKxly5Zq0KCBV3fjQI4RR48e1XXXXaddu3Zp+vTpWrFihcaOHXvGfbEqn1eQR5ydsPLeALj7EJucTqc6dOigyy+/XDt37lSPHj2s+zIzM/Xmm29aF2uZmZmaM2eODh06pIYNG/p97oyMDNWsWdNnea1atZSXl6esrCy/H7qVXVZWls8H/oIFC3TVVVdpwYIFGjRokB577DHrvnr16mnSpEmaPHmyLrzwQmt5QkKC7rvvPklSYmKi/vzzTz333HO67rrrikzPMzIy/I6BFhMTo+PHj5fGn1fmIiMj1bdvX23dutX62aJFC1100UU+68bFxVltJkkdO3ZUVFSUZs2apblz5yoqKsq6r3bt2nr22WfP+C1lZmamJIVcm/qzZcsWRURE6Morr1RYWJgGDhyo119/XSdOnPB5nzZt2tQ6diQmJio7O1svvfSSJkyYoFq1alnrXX/99br11lvP+LoZGRmKiIhQZGSk13LzeY4dO1bkMaaiK+19t0ePHmrUqJFef/116+QhJSVF//3vfzV16tQityOU27g05OXlaebMmda4Lk2bNtWVV16pjz/+uMgQ2HzvFz42mG0aSseGslJVzxmkkh1/i7NixQo1adJES5cutc4VIiMjNXv27DM+rqh92rxd2ffphx56SFOnTrXGkG3SpIl69+6tsWPHqkmTJpKkEydO6Nlnn9Wtt96qGTNmSJK6d+8uh8OhBQsWaPz48YqNjbWe8+qrr7YmkklMTNSBAwe0fPlyXX755X63IVTPKY4eParc3Fw1atSoyHXM+w4dOqQGDRpo6dKlCg8P16uvvmrt454BTvv27SVJ5557rvV7UaraZ9yUKVN02223adeuXercubPP/Tt27NBXX32llStXWp9riYmJGjJkiJYtW6aEhAQ1b95cbdq00datW73G5Xv77bfVv39/hYeH+33tUD9O+HPuuefqzz//lBT4MeKll15SWlqatm3bZh1fztQLRqra5xXkEWeHyrQKIDk5WaNGjVKnTp3UunVr6wTgl19+8Vrvoosu8qp6ML9VO3To0Bmf319QYZRwANLKJjIyUq+99prXv549e+rnn39WamqqBg4c6FW1dtlll8lms+nrr7/2ep5+/fp53b7yyit16NChYtvcH8MwKnVp+9ChQ/XRRx/p5MmT2rp1q9/KHsn9d7700ksaNGiQ2rZtqzZt2mjmzJnKz8/XwYMHvdZNTEwMuE2K2o8rc5t6cjqd2rZtm3r16mV94JjdTt59912f9f3tm9nZ2frhhx+8lgc66OyZjhOVvY1Lc9+12+265pprtHnzZuvbutdee03nnnuu18mGP6Hcxn+V3W73Oslt1qyZwsPDA6pmKNx2tOlfUxXPGUp6/C3Ovn371KtXL68v3a644oqAH1/UvlvZ9+lWrVpp69atWrlypcaMGaOaNWvqlVde0VVXXaVvv/1Wkntg9aysLA0YMMDrPC0hIUE5OTn68ccfvZ6z8Gdhv3799PXXX8vpdJ5xW0L9nOJMzL9x586d6t+/f6ldxFalz7jevXurTZs2RVan7d69W9HR0V7nYHa7XQMHDtTevXut/XPw4MH68MMPlZOTI8k9y+zBgweLPE/xFKrHCX8835uBHiM+//xzJSQkWEFaSVTF8wryiLNDZVo5++qrrzR58mRdccUVmjBhgurWrSubzaZrr71Wp06d8lq3cEpufmNReL3Cj8nIyPBZnpGRofDw8DKfza6s2O12xcfH+yw3S5+nTJni93G///671+3CXbbM20eOHCny27+i2jwzM9OnW0Fl0q1bN0VHR2v58uX64YcftHz5cr/rvfzyy3ryySd16623qkuXLoqJidG+ffs0b948n321bt26xb7umb5py8zMrNAzoZbEp59+qrS0NPXu3dvaf1q2bKmGDRtqy5YtGj58uNf6hfdNsy0Ld50JtI1PnTqlU6dOqVq1atZyczs8K90qo9Led0eMGKHly5crOTlZl19+uTZv3nzGalUp9Nv4r4qMjPQav0hyf8ad6fPN85vievXqWcvNNg2VY0NZqqrnDCU9/hbnyJEjPsfoWrVqFVlp4rmO5Pt5F0r7dEREhHr27GmFDJ988okmTZqkZcuWKSkpyeraPWzYML+PL3yeVvgzrk6dOsrLy9PRo0e9jgumUD2niI2NVUREhNVF0x/zvgYNGkhyV4sVNYZdSVXFz7jJkydrypQp2r17t899GRkZfve/evXqWZU4NWvW1ODBg/XUU0/pww8/1KBBg7R161Y1bNhQl156aZGvWxWOE4UdOnRI559/viQFfIw4duyYV2+jQFTV8wryiLNHmFbO3n//fdWoUUNLliyxLsRSU1NL7flbtGihtLQ0HTt2zKufckpKipo3b14pB/r7K8w2mDt3rtq2betzf+GTisKDiZu369evX+RrtGjRwme8gtzcXB04cEDXXHPN2Wx2heBwODRw4EC98MIL6tChg8477zy/623fvl19+vTR3XffbS0ravyGQL7hiYqKUqNGjXyeIzU1VdnZ2ZU6oPS0ZcsWSdLs2bN9ugIdPnxYR44c8drvCu+baWlpks68bxbFbMOUlBS1bt3aWp6SkqLo6GjrxLuyKu19t2HDhkpMTNTrr78ul8ul9PT0Yi+2Q72N/TEvqAqPE3X8+PFiQ4VAmGOa/PTTT17HgZSUFNlsNp8xT0JVabZzVT1nCPT4G2hb169f3+cYffz48WLHTGvatKnCw8P1008/eXVT3L9/vySFzOedp8TERF100UXWsda8mE1KSvLbZahwlUlaWprX8TM9PV3h4eFeXUE9heo5RVhYmDp27Khdu3b57ZrscrmUnJysZs2aWe1Vu3ZtnwHGz1ZV/Izr27evLr74YiUlJalTp05e99WqVcvqlujpzz//9AoPzODsnXfe0YABA7R9+3YNHjz4jOfHVe048eOPP+qPP/6wwrNAjxFns39X1fMK8oizV3m3PETk5OQoPDzc66BpntSVhh49eshut2vbtm3WspMnT+rDDz8MuPtXKLngggvUsGFDHTx4UPHx8T7/Cn/Yv/fee1633333XZ1zzjlnHPfB7F/uOXD2e++9p9zc3Erf5iNGjLDGNymKuU97+qv79OWXX64PPvjAa1bFt99+W9WqVSt2/IPKIDs7W++//7769u2rNWvWeP1bsmSJXC6X3n77ba/H+Ns3o6Ki1KpVqxK/fseOHVWzZk2988471jKz21PPnj1Doqy9tPfdkSNHKjk5WatXr1ZCQkKRAZ2pKrRxYeZx0vOiNS0tTd9//32pPP95552nCy64wKtNJfeMjG3bti1yMohQU5rtXBXPGUpy/A20rePj47Vjxw6vQZXff//9YrclIiJCCQkJXu0vuffp+vXre4UUlZG/cCEnJ0e///67VQVijlV56NAhv+d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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(15,10))\n", "ax.plot (date, meanT, color='green',label = \"Mean T\",alpha=0.2)\n", "ax.plot (date, meanTr5.mean(), color='blue',label = \"5 Day\", alpha=0.3)\n", "ax.plot (date, meanTr10.mean(), color='purple',label = \"10 Day\", alpha=0.3)\n", "ax.plot (date, meanTr15.mean(), color='brown',label = \"15 Day\", alpha=0.3)\n", "ax.plot (date, meanTr30.mean(), color='orange',label = \"30 Day\", alpha=1.0, linewidth=2)\n", "ax.set_title (f\"ALB Year {year}\")\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Temperature (°F)' )\n", "ax.xaxis.set_major_locator(MonthLocator(interval=1))\n", "dateFmt = DateFormatter('%b %d')\n", "ax.xaxis.set_major_formatter(dateFmt)\n", "ax.legend (loc=\"best\")" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "Display just the daily and 30-day running mean." ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(15,10))\n", "ax.plot (date, meanT, color='green',label = \"Mean T\",alpha=0.2)\n", "ax.plot (date, meanTr30.mean(), color='orange',label = \"30 Day\", alpha=1.0, linewidth=2)\n", "ax.set_title (f\"ALB Year {year}\")\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Temperature (°F)' )\n", "ax.xaxis.set_major_locator(MonthLocator(interval=1))\n", "dateFmt = DateFormatter('%b %d')\n", "ax.xaxis.set_major_formatter(dateFmt)\n", "ax.legend (loc=\"best\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 Jan. 2025 Environment", "language": "python", "name": "jan25" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.8" } }, "nbformat": 4, "nbformat_minor": 4 }