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@josh-mcq
Created April 3, 2019 00:19
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Line Graphs"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Helper functions"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# %load ../helper_funcs/get_df.py\n",
"def get_df(yr):\n",
" return pd.read_csv(\"../../inputs/Environmental_Data_Deep_Moor_{}.csv\".format(yr))"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# %load ../helper_funcs/line_helpers.py\n",
"def monthly_avg_calc(mo,col):\n",
" return df[df['date'].str.contains('201[2345]_[0]?'+ str(mo))][col].mean()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def yearly_avg(category):\n",
" return list(map(lambda m: monthly_avg_calc(m, category),range(1,13)))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Read date into the dataframe"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"df = get_df('2014')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plot Wind Speed"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(yearly_avg('Wind_Speed'))\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plot Wind Speed, Wind Gust, Dew Point, and Barometric Pressure"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(yearly_avg('Wind_Speed'))\n",
"plt.plot(yearly_avg('Wind_Gust'))\n",
"plt.plot(yearly_avg('Dew_Point'))\n",
"plt.plot(yearly_avg('Barometric_Press'))\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Make a few adjustments"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- Add labels\n",
"- Add legend\n",
"- Add colors\n",
"- Add format string"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(yearly_avg('Wind_Speed'),label='Wind Speed',color=\"#2BD31444\")\n",
"plt.plot(yearly_avg('Wind_Gust'),'d-',label='Wind Gust',color=\"#2BD314FF\")\n",
"plt.plot(yearly_avg('Dew_Point'),'d-',label='Dew Point',color='#142BD3FF')\n",
"plt.plot(yearly_avg('Barometric_Press'),':',label='Barometric Pressure',color=\"#142BD366\")\n",
"plt.ylim(0,80)\n",
"plt.legend()\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Alternate Styling Options"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"A slightly cleaner format"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(yearly_avg('Wind_Speed'),label='Wind Speed',color=\"#2BD31444\")\n",
"plt.plot(yearly_avg('Wind_Gust'),'d-',label='Wind Gust',color=\"#2BD314FF\")\n",
"plt.plot(yearly_avg('Dew_Point'),'d-',label='Dew Point',color='#142BD3FF')\n",
"plt.plot(yearly_avg('Barometric_Press'),',:',label='Barometric Pressure',color=\"#142BD366\")\n",
"plt.ylim(0,70)\n",
"plt.title('Yearly trends')\n",
"plt.axis('off')\n",
"plt.text(8,60, 'Dew Point')\n",
"plt.text(6,20, 'Wind Gust')\n",
"plt.show()\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.7.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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