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BrianHicks/pandas-presentation.ipynb

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pandas-presentation.ipynb
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"cells": [
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"cell_type": "markdown",
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"source": [
"# Manipulating Data in IPython\n",
"\n",
"Brian Hicks<br />\n",
"Build for STL<br />\n",
"May 31, 2014"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
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"source": [
"Two types of data in this talk:\n",
"\n",
" - Pharmacies in Missouri\n",
" - 2013 Weather from KSTL weather station (Lambert St. Louis Airport)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"The convention seems to be to `import pandas as pd`, so we're going to go ahead and do that so we can still use that namespace. Pandas can load from tons of formats. Within Python, the easiest is a list of dictionaries. A close runner up is a CSV file, and since we have a ton of pharmacies in Missouri, that's what we're going to use."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"import pandas as pd\n",
"pd.options.display.mpl_style = 'default' # for making plots look nicer, later\n",
"\n",
"pharm = pd.DataFrame.from_csv('pharmacies.csv')\n",
"pharm.info()"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"<class 'pandas.core.frame.DataFrame'>\n",
"Int64Index: 1242 entries, 604898809 to 600900005\n",
"Data columns (total 11 columns):\n",
"name 1242 non-null object\n",
"address_1 1242 non-null object\n",
"address_2 1242 non-null object\n",
"city 1242 non-null object\n",
"st 1242 non-null object\n",
"zip 1242 non-null int64\n",
"phone 1242 non-null object\n",
"npi 1242 non-null int64\n",
"nabp 1242 non-null object\n",
"latitude 1242 non-null float64\n",
"longitude 1242 non-null float64\n",
"dtypes: float64(2), int64(2), object(7)"
]
}
],
"prompt_number": 29
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
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"source": [
"A good way to get an idea of what the dataset you're working with contains is to use `DataFrame.info()`. It will show each `Series` (column), the non-null counts, and the type of each column. You can have mixed-type columns, in which case the type should just be `object`."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# npi: National Provider Identity\n",
"# nabp: National Association of Boards of Pharmacy\n",
"\n",
"pharm.info()"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"<class 'pandas.core.frame.DataFrame'>\n",
"Int64Index: 1242 entries, 604898809 to 600900005\n",
"Data columns (total 11 columns):\n",
"name 1242 non-null object\n",
"address_1 1242 non-null object\n",
"address_2 1242 non-null object\n",
"city 1242 non-null object\n",
"st 1242 non-null object\n",
"zip 1242 non-null int64\n",
"phone 1242 non-null object\n",
"npi 1242 non-null int64\n",
"nabp 1242 non-null object\n",
"latitude 1242 non-null float64\n",
"longitude 1242 non-null float64\n",
"dtypes: float64(2), int64(2), object(7)"
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],
"prompt_number": 2
},
{
"cell_type": "markdown",
"metadata": {
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"slide_type": "notes"
}
},
"source": [
"a `DataFrame` behaves a lot like a list when it comes to slices. Here we're getting the first five items in the dataframe. This is another good way of getting familiar with the data you have."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm[:5]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
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},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>address_1</th>\n",
" <th>address_2</th>\n",
" <th>city</th>\n",
" <th>st</th>\n",
" <th>zip</th>\n",
" <th>phone</th>\n",
" <th>npi</th>\n",
" <th>nabp</th>\n",
" <th>latitude</th>\n",
" <th>longitude</th>\n",
" </tr>\n",
" <tr>\n",
" <th>id</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
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" <tbody>\n",
" <tr>\n",
" <th>604898809</th>\n",
" <td> 50-Plus LTC Pharmacy</td>\n",
" <td> 209-1/2 Lexington</td>\n",
" <td> </td>\n",
" <td> Independence</td>\n",
" <td> MO</td>\n",
" <td> 64050</td>\n",
" <td> 816-833-4400</td>\n",
" <td> 1245318252</td>\n",
" <td> 2633217</td>\n",
" <td> 39.092064</td>\n",
" <td>-94.417435</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600060404</th>\n",
" <td> A &amp; B Prescription Shop, Inc</td>\n",
" <td> 201 East Monroe</td>\n",
" <td> </td>\n",
" <td> Mexico</td>\n",
" <td> MO</td>\n",
" <td> 65265</td>\n",
" <td> 573-581-1350</td>\n",
" <td> 1720138837</td>\n",
" <td> 2604052</td>\n",
" <td> 39.172847</td>\n",
" <td>-91.881827</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606646503</th>\n",
" <td> Accredo Health Group Inc</td>\n",
" <td> 749 Goddard Avenue</td>\n",
" <td> 1620 Century Center Parkway</td>\n",
" <td> Chesterfield</td>\n",
" <td> MO</td>\n",
" <td> 63005</td>\n",
" <td> 636-530-1514</td>\n",
" <td> 1932158557</td>\n",
" <td> 2628432</td>\n",
" <td> 38.670744</td>\n",
" <td>-90.635537</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606432003</th>\n",
" <td> Accurate Rx Pharmacy</td>\n",
" <td> 3600 Interstate 70 Drive Southeast Ste F</td>\n",
" <td> 1620 Century Center Parkway</td>\n",
" <td> Columbia</td>\n",
" <td> MO</td>\n",
" <td> 65201</td>\n",
" <td> 573-256-4279</td>\n",
" <td> 1700018488</td>\n",
" <td> 2638786</td>\n",
" <td> 38.961052</td>\n",
" <td>-92.284152</td>\n",
" </tr>\n",
" <tr>\n",
" <th>608271102</th>\n",
" <td> Adrian Kreisler Drug</td>\n",
" <td> 21 East Main St</td>\n",
" <td> PO Box 490</td>\n",
" <td> Adrian</td>\n",
" <td> MO</td>\n",
" <td> 64720</td>\n",
" <td> 816-297-8833</td>\n",
" <td> 1477659779</td>\n",
" <td> 2630704</td>\n",
" <td> 38.397295</td>\n",
" <td>-94.352655</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
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"prompt_number": 3,
"text": [
" name \\\n",
"id \n",
"604898809 50-Plus LTC Pharmacy \n",
"600060404 A & B Prescription Shop, Inc \n",
"606646503 Accredo Health Group Inc \n",
"606432003 Accurate Rx Pharmacy \n",
"608271102 Adrian Kreisler Drug \n",
"\n",
" address_1 \\\n",
"id \n",
"604898809 209-1/2 Lexington \n",
"600060404 201 East Monroe \n",
"606646503 749 Goddard Avenue \n",
"606432003 3600 Interstate 70 Drive Southeast Ste F \n",
"608271102 21 East Main St \n",
"\n",
" address_2 city st zip phone \\\n",
"id \n",
"604898809 Independence MO 64050 816-833-4400 \n",
"600060404 Mexico MO 65265 573-581-1350 \n",
"606646503 1620 Century Center Parkway Chesterfield MO 63005 636-530-1514 \n",
"606432003 1620 Century Center Parkway Columbia MO 65201 573-256-4279 \n",
"608271102 PO Box 490 Adrian MO 64720 816-297-8833 \n",
"\n",
" npi nabp latitude longitude \n",
"id \n",
"604898809 1245318252 2633217 39.092064 -94.417435 \n",
"600060404 1720138837 2604052 39.172847 -91.881827 \n",
"606646503 1932158557 2628432 38.670744 -90.635537 \n",
"606432003 1700018488 2638786 38.961052 -92.284152 \n",
"608271102 1477659779 2630704 38.397295 -94.352655 "
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"cell_type": "markdown",
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"source": [
"But what happens when we just want a subset of the data we have? For example, we could just want the names."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm['name'][:5]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
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},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 4,
"text": [
"id\n",
"604898809 50-Plus LTC Pharmacy\n",
"600060404 A & B Prescription Shop, Inc\n",
"606646503 Accredo Health Group Inc\n",
"606432003 Accurate Rx Pharmacy\n",
"608271102 Adrian Kreisler Drug\n",
"Name: name, dtype: object"
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"prompt_number": 4
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{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
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"source": [
"This will also work for multiple columns, just pass in a list of column names. Here we're getting the first five `name` and `zip` columns."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm[['name', 'zip']][:5]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>zip</th>\n",
" </tr>\n",
" <tr>\n",
" <th>id</th>\n",
" <th></th>\n",
" <th></th>\n",
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" <tbody>\n",
" <tr>\n",
" <th>604898809</th>\n",
" <td> 50-Plus LTC Pharmacy</td>\n",
" <td> 64050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600060404</th>\n",
" <td> A &amp; B Prescription Shop, Inc</td>\n",
" <td> 65265</td>\n",
" </tr>\n",
" <tr>\n",
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" <td> Accredo Health Group Inc</td>\n",
" <td> 63005</td>\n",
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" <tr>\n",
" <th>606432003</th>\n",
" <td> Accurate Rx Pharmacy</td>\n",
" <td> 65201</td>\n",
" </tr>\n",
" <tr>\n",
" <th>608271102</th>\n",
" <td> Adrian Kreisler Drug</td>\n",
" <td> 64720</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
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"metadata": {},
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"text": [
" name zip\n",
"id \n",
"604898809 50-Plus LTC Pharmacy 64050\n",
"600060404 A & B Prescription Shop, Inc 65265\n",
"606646503 Accredo Health Group Inc 63005\n",
"606432003 Accurate Rx Pharmacy 65201\n",
"608271102 Adrian Kreisler Drug 64720"
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"cell_type": "markdown",
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"source": [
"It's useful to note that in this particular case, the *order* of the accessors doesn't matter, since they're doing different things. However, they are applied in the order that you specify, so in certain other cases (such as taking aggregates) you'll usually want to do limiting *last*"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm[:5][['name', 'zip']]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>zip</th>\n",
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" <tr>\n",
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" <tr>\n",
" <th>604898809</th>\n",
" <td> 50-Plus LTC Pharmacy</td>\n",
" <td> 64050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600060404</th>\n",
" <td> A &amp; B Prescription Shop, Inc</td>\n",
" <td> 65265</td>\n",
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" <tr>\n",
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" <td> Accredo Health Group Inc</td>\n",
" <td> 63005</td>\n",
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" <td> Accurate Rx Pharmacy</td>\n",
" <td> 65201</td>\n",
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" <th>608271102</th>\n",
" <td> Adrian Kreisler Drug</td>\n",
" <td> 64720</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
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"metadata": {},
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"text": [
" name zip\n",
"id \n",
"604898809 50-Plus LTC Pharmacy 64050\n",
"600060404 A & B Prescription Shop, Inc 65265\n",
"606646503 Accredo Health Group Inc 63005\n",
"606432003 Accurate Rx Pharmacy 65201\n",
"608271102 Adrian Kreisler Drug 64720"
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"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
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"source": [
"Filtering"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"Obviously manipulating data is not very useful if we can't filter it. To do this, we just pass a filter expression in as if it were just another column (and I'll explain how this works in a little bit.) The important part to note here is the filter\u2014columns have an attribute (`str`) on them that allows you to manipulate each row as if it were a string. So this is basically just proxying `str.contains`, which sees if a string contains a substring."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm[pharm['name'].str.contains('Walgreens')][:5]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
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"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>address_1</th>\n",
" <th>address_2</th>\n",
" <th>city</th>\n",
" <th>st</th>\n",
" <th>zip</th>\n",
" <th>phone</th>\n",
" <th>npi</th>\n",
" <th>nabp</th>\n",
" <th>latitude</th>\n",
" <th>longitude</th>\n",
" </tr>\n",
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" <th>id</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
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" <tbody>\n",
" <tr>\n",
" <th>602950107</th>\n",
" <td> Walgreens</td>\n",
" <td> 776 Jeffco Blvd</td>\n",
" <td> PO Box 361</td>\n",
" <td> Arnold</td>\n",
" <td> MO</td>\n",
" <td> 63010</td>\n",
" <td> 636-296-9490</td>\n",
" <td> 1568477719</td>\n",
" <td> 2627290</td>\n",
" <td> 38.448998</td>\n",
" <td>-90.368240</td>\n",
" </tr>\n",
" <tr>\n",
" <th>601399207</th>\n",
" <td> Walgreens</td>\n",
" <td> 15315 Manchester Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Ballwin</td>\n",
" <td> MO</td>\n",
" <td> 63011</td>\n",
" <td> 636-227-5828</td>\n",
" <td> 1952317497</td>\n",
" <td> 2618277</td>\n",
" <td> 38.593024</td>\n",
" <td>-90.558381</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600449904</th>\n",
" <td> Walgreens</td>\n",
" <td> 14529 Manchester Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Manchester</td>\n",
" <td> MO</td>\n",
" <td> 63011</td>\n",
" <td> 636-227-4512</td>\n",
" <td> 1063428522</td>\n",
" <td> 2627199</td>\n",
" <td> 38.593234</td>\n",
" <td>-90.523197</td>\n",
" </tr>\n",
" <tr>\n",
" <th>602820805</th>\n",
" <td> Walgreens</td>\n",
" <td> 1391 Big Bend Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Ballwin</td>\n",
" <td> MO</td>\n",
" <td> 63021</td>\n",
" <td> 636-861-1988</td>\n",
" <td> 1831104082</td>\n",
" <td> 2626452</td>\n",
" <td> 38.567816</td>\n",
" <td>-90.496226</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600401905</th>\n",
" <td> Walgreens</td>\n",
" <td> 701 Gravois Bluff Boulevard</td>\n",
" <td> PO Box 361</td>\n",
" <td> Fenton</td>\n",
" <td> MO</td>\n",
" <td> 63026</td>\n",
" <td> 636-343-8402</td>\n",
" <td> 1659386894</td>\n",
" <td> 2613354</td>\n",
" <td> 38.507604</td>\n",
" <td>-90.444354</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 7,
"text": [
" name address_1 address_2 city st \\\n",
"id \n",
"602950107 Walgreens 776 Jeffco Blvd PO Box 361 Arnold MO \n",
"601399207 Walgreens 15315 Manchester Road PO Box 361 Ballwin MO \n",
"600449904 Walgreens 14529 Manchester Road PO Box 361 Manchester MO \n",
"602820805 Walgreens 1391 Big Bend Road PO Box 361 Ballwin MO \n",
"600401905 Walgreens 701 Gravois Bluff Boulevard PO Box 361 Fenton MO \n",
"\n",
" zip phone npi nabp latitude longitude \n",
"id \n",
"602950107 63010 636-296-9490 1568477719 2627290 38.448998 -90.368240 \n",
"601399207 63011 636-227-5828 1952317497 2618277 38.593024 -90.558381 \n",
"600449904 63011 636-227-4512 1063428522 2627199 38.593234 -90.523197 \n",
"602820805 63021 636-861-1988 1831104082 2626452 38.567816 -90.496226 \n",
"600401905 63026 636-343-8402 1659386894 2613354 38.507604 -90.444354 "
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"cell_type": "markdown",
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"slideshow": {
"slide_type": "notes"
}
},
"source": [
"This works by creating a \"mask\" and passing it into the dataframe - the mask is just a series with the same IDs and a boolean value that tells Pandas whether or not to include the row."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"walgreens = pharm['name'].str.contains('Walgreens')\n",
"walgreens[:5]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
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"id\n",
"604898809 False\n",
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"608271102 False\n",
"Name: name, dtype: bool"
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"cell_type": "code",
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"input": [
"pharm[walgreens][:5]"
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"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
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"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
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" <th></th>\n",
" <th>name</th>\n",
" <th>address_1</th>\n",
" <th>address_2</th>\n",
" <th>city</th>\n",
" <th>st</th>\n",
" <th>zip</th>\n",
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" <th>602950107</th>\n",
" <td> Walgreens</td>\n",
" <td> 776 Jeffco Blvd</td>\n",
" <td> PO Box 361</td>\n",
" <td> Arnold</td>\n",
" <td> MO</td>\n",
" <td> 63010</td>\n",
" <td> 636-296-9490</td>\n",
" <td> 1568477719</td>\n",
" <td> 2627290</td>\n",
" <td> 38.448998</td>\n",
" <td>-90.368240</td>\n",
" </tr>\n",
" <tr>\n",
" <th>601399207</th>\n",
" <td> Walgreens</td>\n",
" <td> 15315 Manchester Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Ballwin</td>\n",
" <td> MO</td>\n",
" <td> 63011</td>\n",
" <td> 636-227-5828</td>\n",
" <td> 1952317497</td>\n",
" <td> 2618277</td>\n",
" <td> 38.593024</td>\n",
" <td>-90.558381</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600449904</th>\n",
" <td> Walgreens</td>\n",
" <td> 14529 Manchester Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Manchester</td>\n",
" <td> MO</td>\n",
" <td> 63011</td>\n",
" <td> 636-227-4512</td>\n",
" <td> 1063428522</td>\n",
" <td> 2627199</td>\n",
" <td> 38.593234</td>\n",
" <td>-90.523197</td>\n",
" </tr>\n",
" <tr>\n",
" <th>602820805</th>\n",
" <td> Walgreens</td>\n",
" <td> 1391 Big Bend Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Ballwin</td>\n",
" <td> MO</td>\n",
" <td> 63021</td>\n",
" <td> 636-861-1988</td>\n",
" <td> 1831104082</td>\n",
" <td> 2626452</td>\n",
" <td> 38.567816</td>\n",
" <td>-90.496226</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600401905</th>\n",
" <td> Walgreens</td>\n",
" <td> 701 Gravois Bluff Boulevard</td>\n",
" <td> PO Box 361</td>\n",
" <td> Fenton</td>\n",
" <td> MO</td>\n",
" <td> 63026</td>\n",
" <td> 636-343-8402</td>\n",
" <td> 1659386894</td>\n",
" <td> 2613354</td>\n",
" <td> 38.507604</td>\n",
" <td>-90.444354</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 9,
"text": [
" name address_1 address_2 city st \\\n",
"id \n",
"602950107 Walgreens 776 Jeffco Blvd PO Box 361 Arnold MO \n",
"601399207 Walgreens 15315 Manchester Road PO Box 361 Ballwin MO \n",
"600449904 Walgreens 14529 Manchester Road PO Box 361 Manchester MO \n",
"602820805 Walgreens 1391 Big Bend Road PO Box 361 Ballwin MO \n",
"600401905 Walgreens 701 Gravois Bluff Boulevard PO Box 361 Fenton MO \n",
"\n",
" zip phone npi nabp latitude longitude \n",
"id \n",
"602950107 63010 636-296-9490 1568477719 2627290 38.448998 -90.368240 \n",
"601399207 63011 636-227-5828 1952317497 2618277 38.593024 -90.558381 \n",
"600449904 63011 636-227-4512 1063428522 2627199 38.593234 -90.523197 \n",
"602820805 63021 636-861-1988 1831104082 2626452 38.567816 -90.496226 \n",
"600401905 63026 636-343-8402 1659386894 2613354 38.507604 -90.444354 "
]
}
],
"prompt_number": 9
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"Masks can be combined. Here we're including CVS pharamacies with the Walgreens. Pandas repurposes some of the bytewise operators for broadcasting truth values - in particular `|` is or and `&` is and."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"cvs = pharm['name'].str.contains('CVS')\n",
"pharm[walgreens | cvs]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>address_1</th>\n",
" <th>address_2</th>\n",
" <th>city</th>\n",
" <th>st</th>\n",
" <th>zip</th>\n",
" <th>phone</th>\n",
" <th>npi</th>\n",
" <th>nabp</th>\n",
" <th>latitude</th>\n",
" <th>longitude</th>\n",
" </tr>\n",
" <tr>\n",
" <th>id</th>\n",
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" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>606277408</th>\n",
" <td> Careplus CVS/Pharmacy #1438</td>\n",
" <td> 32 North Euclid Avenue</td>\n",
" <td> PO Box 97</td>\n",
" <td> St Louis</td>\n",
" <td> MO</td>\n",
" <td> 63108</td>\n",
" <td> 314-454-1214</td>\n",
" <td> 1790860138</td>\n",
" <td> 2636984</td>\n",
" <td> 38.641289</td>\n",
" <td>-90.261828</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606378701</th>\n",
" <td> CVS Pharmacy #04088</td>\n",
" <td> 3351 Southwest 3rd Street</td>\n",
" <td> PO Box 414</td>\n",
" <td> Lees Summit</td>\n",
" <td> MO</td>\n",
" <td> 64081</td>\n",
" <td> 816-966-1455</td>\n",
" <td> 1982870473</td>\n",
" <td> 2637948</td>\n",
" <td> 38.912984</td>\n",
" <td>-94.449034</td>\n",
" </tr>\n",
" <tr>\n",
" <th>601654502</th>\n",
" <td> CVS Pharmacy #05645</td>\n",
" <td> 930 North Belt Highway</td>\n",
" <td> PO Box 414</td>\n",
" <td> St Joseph</td>\n",
" <td> MO</td>\n",
" <td> 64506</td>\n",
" <td> 816-233-1353</td>\n",
" <td> 1114026424</td>\n",
" <td> 2632227</td>\n",
" <td> 39.775749</td>\n",
" <td>-94.803464</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600198857</th>\n",
" <td> CVS Pharmacy #05661</td>\n",
" <td> 409 East North Avenue</td>\n",
" <td> PO Box 414</td>\n",
" <td> Belton</td>\n",
" <td> MO</td>\n",
" <td> 64012</td>\n",
" <td> 816-331-9716</td>\n",
" <td> 1033218342</td>\n",
" <td> 2618417</td>\n",
" <td> 38.814216</td>\n",
" <td>-94.527768</td>\n",
" </tr>\n",
" <tr>\n",
" <th>602804809</th>\n",
" <td> CVS Pharmacy #05693</td>\n",
" <td> 8421 Northwest Prairie View Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64153</td>\n",
" <td> 816-746-1933</td>\n",
" <td> 1851490163</td>\n",
" <td> 2626387</td>\n",
" <td> 39.247353</td>\n",
" <td>-94.660900</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600198808</th>\n",
" <td> CVS Pharmacy #05697</td>\n",
" <td> 3902 Main Street</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64111</td>\n",
" <td> 816-931-5452</td>\n",
" <td> 1588764922</td>\n",
" <td> 2600270</td>\n",
" <td> 39.056456</td>\n",
" <td>-94.586291</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606386407</th>\n",
" <td> CVS Pharmacy #4754</td>\n",
" <td> 909 Chestnut Suite 105</td>\n",
" <td> PO Box 414</td>\n",
" <td> St Louis</td>\n",
" <td> MO</td>\n",
" <td> 63101</td>\n",
" <td> 847-783-0342</td>\n",
" <td> 1750551404</td>\n",
" <td> 2638091</td>\n",
" <td> 38.627482</td>\n",
" <td>-90.194195</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600198840</th>\n",
" <td> CVS Pharmacy #5655</td>\n",
" <td> 1901 West Kansas Street</td>\n",
" <td> PO Box 414</td>\n",
" <td> Liberty</td>\n",
" <td> MO</td>\n",
" <td> 64068</td>\n",
" <td> 816-781-0035</td>\n",
" <td> 1740380021</td>\n",
" <td> 2617617</td>\n",
" <td> 39.244354</td>\n",
" <td>-94.450346</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606456101</th>\n",
" <td> CVS Pharmacy #5669</td>\n",
" <td> 7320 Gravois Avenue</td>\n",
" <td> PO Box 414</td>\n",
" <td> St Louis</td>\n",
" <td> MO</td>\n",
" <td> 63116</td>\n",
" <td> 314-351-6728</td>\n",
" <td> 1265769087</td>\n",
" <td> 2638899</td>\n",
" <td> 38.564283</td>\n",
" <td>-90.293951</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606457109</th>\n",
" <td> CVS Pharmacy #5689</td>\n",
" <td> 15846 Manchester Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Ellisville</td>\n",
" <td> MO</td>\n",
" <td> 63011</td>\n",
" <td> 636-527-6074</td>\n",
" <td> 1427385236</td>\n",
" <td> 2638914</td>\n",
" <td> 38.592469</td>\n",
" <td>-90.584434</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600282701</th>\n",
" <td> CVS Pharmacy #8430</td>\n",
" <td> 3825 South Noland Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Independence</td>\n",
" <td> MO</td>\n",
" <td> 64055</td>\n",
" <td> 816-254-6002</td>\n",
" <td> 1437222064</td>\n",
" <td> 2637049</td>\n",
" <td> 39.051335</td>\n",
" <td>-94.414702</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600282206</th>\n",
" <td> CVS Pharmacy #8543</td>\n",
" <td> 1914 Swift Avenue</td>\n",
" <td> PO Box 414</td>\n",
" <td> North Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64116</td>\n",
" <td> 816-221-1603</td>\n",
" <td> 1538103908</td>\n",
" <td> 2636631</td>\n",
" <td> 39.142140</td>\n",
" <td>-94.577442</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600660401</th>\n",
" <td> CVS Pharmacy #8553</td>\n",
" <td> 10205 State Line Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64114</td>\n",
" <td> 816-942-0134</td>\n",
" <td> 1396780391</td>\n",
" <td> 2636718</td>\n",
" <td> 38.944807</td>\n",
" <td>-94.607898</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600660906</th>\n",
" <td> CVS Pharmacy #8554</td>\n",
" <td> 6129 North Antioch Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Gladstone</td>\n",
" <td> MO</td>\n",
" <td> 64118</td>\n",
" <td> 816-453-2220</td>\n",
" <td> 1205871209</td>\n",
" <td> 2636782</td>\n",
" <td> 39.204754</td>\n",
" <td>-94.548351</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600661300</th>\n",
" <td> CVS Pharmacy #8555</td>\n",
" <td> 4990 Northeast Vivion Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64119</td>\n",
" <td> 816-454-8800</td>\n",
" <td> 1942243233</td>\n",
" <td> 2636720</td>\n",
" <td> 39.188128</td>\n",
" <td>-94.521301</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600661201</th>\n",
" <td> CVS Pharmacy #8556</td>\n",
" <td> 5314 Northwest 64th Street</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64151</td>\n",
" <td> 816-741-5576</td>\n",
" <td> 1700820172</td>\n",
" <td> 2636732</td>\n",
" <td> 39.210655</td>\n",
" <td>-94.642375</td>\n",
" </tr>\n",
" <tr>\n",
" <th>608557401</th>\n",
" <td> CVS Pharmacy #8557</td>\n",
" <td> 1900 NE Langford Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Lees Summit</td>\n",
" <td> MO</td>\n",
" <td> 64063</td>\n",
" <td> 816-554-9500</td>\n",
" <td> 1164466538</td>\n",
" <td> 2636807</td>\n",
" <td> 38.916909</td>\n",
" <td>-94.336528</td>\n",
" </tr>\n",
" <tr>\n",
" <th>602226508</th>\n",
" <td> CVS Pharmacy #8559</td>\n",
" <td> 3106 South Prospect</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64128</td>\n",
" <td> 816-861-2355</td>\n",
" <td> 1891739264</td>\n",
" <td> 2636706</td>\n",
" <td> 39.069769</td>\n",
" <td>-94.553020</td>\n",
" </tr>\n",
" <tr>\n",
" <th>602048605</th>\n",
" <td> CVS Pharmacy #8563</td>\n",
" <td> 300 South Commercial</td>\n",
" <td> PO Box 414</td>\n",
" <td> Harrisonville</td>\n",
" <td> MO</td>\n",
" <td> 64701</td>\n",
" <td> 816-380-6566</td>\n",
" <td> 1619911088</td>\n",
" <td> 2636744</td>\n",
" <td> 38.653801</td>\n",
" <td>-94.358254</td>\n",
" </tr>\n",
" <tr>\n",
" <th>602172207</th>\n",
" <td> CVS Pharmacy #8564</td>\n",
" <td> 17403 East US Highway 24</td>\n",
" <td> PO Box 414</td>\n",
" <td> Independence</td>\n",
" <td> MO</td>\n",
" <td> 64056</td>\n",
" <td> 816-796-8769</td>\n",
" <td> 1083658454</td>\n",
" <td> 2636681</td>\n",
" <td> 39.120106</td>\n",
" <td>-94.371855</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606883403</th>\n",
" <td> CVS Pharmacy #8565</td>\n",
" <td> 330 NE Barry Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64155</td>\n",
" <td> 816-436-5600</td>\n",
" <td> 1437193802</td>\n",
" <td> 2636768</td>\n",
" <td> 39.246530</td>\n",
" <td>-94.576651</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600661409</th>\n",
" <td> CVS Pharmacy #8566</td>\n",
" <td> 5310 Blue Ridge Boulevard</td>\n",
" <td> PO Box 414</td>\n",
" <td> Raytown</td>\n",
" <td> MO</td>\n",
" <td> 64133</td>\n",
" <td> 816-313-1280</td>\n",
" <td> 1588609580</td>\n",
" <td> 2636693</td>\n",
" <td> 39.025295</td>\n",
" <td>-94.442903</td>\n",
" </tr>\n",
" <tr>\n",
" <th>603967803</th>\n",
" <td> CVS Pharmacy #8567</td>\n",
" <td> 5011 Main Street</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64112</td>\n",
" <td> 816-531-4699</td>\n",
" <td> 1790729168</td>\n",
" <td> 2636833</td>\n",
" <td> 39.036348</td>\n",
" <td>-94.587076</td>\n",
" </tr>\n",
" <tr>\n",
" <th>602172108</th>\n",
" <td> CVS Pharmacy #8570</td>\n",
" <td> 1616 North 7th Highway</td>\n",
" <td> PO Box 414</td>\n",
" <td> Blue Springs</td>\n",
" <td> MO</td>\n",
" <td> 64015</td>\n",
" <td> 816-228-6848</td>\n",
" <td> 1174567549</td>\n",
" <td> 2636679</td>\n",
" <td> 39.037350</td>\n",
" <td>-94.271333</td>\n",
" </tr>\n",
" <tr>\n",
" <th>604883702</th>\n",
" <td> CVS Pharmacy #8571</td>\n",
" <td> 4750 Lees Summit Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64136</td>\n",
" <td> 816-350-3886</td>\n",
" <td> 1336183706</td>\n",
" <td> 2636845</td>\n",
" <td> 39.032986</td>\n",
" <td>-94.388234</td>\n",
" </tr>\n",
" <tr>\n",
" <th>605269505</th>\n",
" <td> CVS Pharmacy #8576</td>\n",
" <td> 2435 East Independence Avenue</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64124</td>\n",
" <td> 816-483-6464</td>\n",
" <td> 1245274612</td>\n",
" <td> 2636857</td>\n",
" <td> 39.106220</td>\n",
" <td>-94.552460</td>\n",
" </tr>\n",
" <tr>\n",
" <th>605438209</th>\n",
" <td> CVS Pharmacy #8577</td>\n",
" <td> 4400 Northwest Barry Road</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64153</td>\n",
" <td> 816-587-8018</td>\n",
" <td> 1538100433</td>\n",
" <td> 2636883</td>\n",
" <td> 39.246795</td>\n",
" <td>-94.631246</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600281604</th>\n",
" <td> CVS Pharmacy #8578</td>\n",
" <td> 6300 Prospect Avenue</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64132</td>\n",
" <td> 816-444-2922</td>\n",
" <td> 1275577645</td>\n",
" <td> 2636578</td>\n",
" <td> 39.012372</td>\n",
" <td>-94.556354</td>\n",
" </tr>\n",
" <tr>\n",
" <th>605363803</th>\n",
" <td> CVS Pharmacy #8579</td>\n",
" <td> 751 NE Woods Chapel</td>\n",
" <td> PO Box 414</td>\n",
" <td> Lees Summit</td>\n",
" <td> MO</td>\n",
" <td> 64064</td>\n",
" <td> 816-524-8840</td>\n",
" <td> 1629019526</td>\n",
" <td> 2636871</td>\n",
" <td> 38.982428</td>\n",
" <td>-94.361776</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600660005</th>\n",
" <td> CVS Pharmacy #8583</td>\n",
" <td> 4531 Troost</td>\n",
" <td> PO Box 414</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64110</td>\n",
" <td> 816-756-5005</td>\n",
" <td> 1346284718</td>\n",
" <td> 2636770</td>\n",
" <td> 39.044706</td>\n",
" <td>-94.572602</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606450807</th>\n",
" <td> Walgreens #12713</td>\n",
" <td> 1605 West 7th Street</td>\n",
" <td> PO Box 361</td>\n",
" <td> Joplin</td>\n",
" <td> MO</td>\n",
" <td> 64801</td>\n",
" <td> 417-659-8453</td>\n",
" <td> 1245462985</td>\n",
" <td> 2638774</td>\n",
" <td> 37.084725</td>\n",
" <td>-94.532565</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606469500</th>\n",
" <td> Walgreens #12749</td>\n",
" <td> 900 Eastland Drive</td>\n",
" <td> PO Box 361</td>\n",
" <td> Jefferson City</td>\n",
" <td> MO</td>\n",
" <td> 65101</td>\n",
" <td> 573-556-5615</td>\n",
" <td> 1255660346</td>\n",
" <td> 2638952</td>\n",
" <td> 38.552029</td>\n",
" <td>-92.146746</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606439701</th>\n",
" <td> Walgreens #12778</td>\n",
" <td> 505 South Commercial Street</td>\n",
" <td> PO Box 361</td>\n",
" <td> Harrisonville</td>\n",
" <td> MO</td>\n",
" <td> 64701</td>\n",
" <td> 816-884-1891</td>\n",
" <td> 1437389723</td>\n",
" <td> 2638712</td>\n",
" <td> 38.653212</td>\n",
" <td>-94.357888</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606443604</th>\n",
" <td> Walgreens #12821</td>\n",
" <td> 1114 South Main Street</td>\n",
" <td> PO Box 361</td>\n",
" <td> Maryville</td>\n",
" <td> MO</td>\n",
" <td> 64468</td>\n",
" <td> 660-562-2157</td>\n",
" <td> 1407088800</td>\n",
" <td> 2638801</td>\n",
" <td> 40.332605</td>\n",
" <td>-94.874003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606439602</th>\n",
" <td> Walgreens #12925</td>\n",
" <td> 2301 Running Horse Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Platte City</td>\n",
" <td> MO</td>\n",
" <td> 64079</td>\n",
" <td> 816-431-0327</td>\n",
" <td> 1124257597</td>\n",
" <td> 2638685</td>\n",
" <td> 39.352235</td>\n",
" <td>-94.764225</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606414605</th>\n",
" <td> Walgreens #12927</td>\n",
" <td> 2340 Hampton Avenue</td>\n",
" <td> PO Box 361</td>\n",
" <td> St Louis</td>\n",
" <td> MO</td>\n",
" <td> 63139</td>\n",
" <td> 314-647-1256</td>\n",
" <td> 1972748226</td>\n",
" <td> 2638368</td>\n",
" <td> 38.614058</td>\n",
" <td>-90.286973</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606686301</th>\n",
" <td> Walgreens #2971</td>\n",
" <td> 2A Grandview Plaza</td>\n",
" <td> PO Box 361</td>\n",
" <td> Florissant</td>\n",
" <td> MO</td>\n",
" <td> 63033</td>\n",
" <td> 314-830-0234</td>\n",
" <td> 1972518306</td>\n",
" <td> 2628658</td>\n",
" <td> 38.775472</td>\n",
" <td>-90.303852</td>\n",
" </tr>\n",
" <tr>\n",
" <th>604011106</th>\n",
" <td> Walgreens #4204</td>\n",
" <td> 401 Northeast Barry Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64155</td>\n",
" <td> 816-436-5033</td>\n",
" <td> 1164437182</td>\n",
" <td> 2632277</td>\n",
" <td> 39.246168</td>\n",
" <td>-94.575710</td>\n",
" </tr>\n",
" <tr>\n",
" <th>608930004</th>\n",
" <td> Walgreens #4222</td>\n",
" <td> 5400 East Independence</td>\n",
" <td> PO Box 361</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64123</td>\n",
" <td> 816-231-0730</td>\n",
" <td> 1265447288</td>\n",
" <td> 2631403</td>\n",
" <td> 39.105320</td>\n",
" <td>-94.518587</td>\n",
" </tr>\n",
" <tr>\n",
" <th>603772807</th>\n",
" <td> Walgreens #4467</td>\n",
" <td> 1205 Sulphur Spring Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Ballwin</td>\n",
" <td> MO</td>\n",
" <td> 63021</td>\n",
" <td> 636-230-7367</td>\n",
" <td> 1669489670</td>\n",
" <td> 2631720</td>\n",
" <td> 38.567751</td>\n",
" <td>-90.525091</td>\n",
" </tr>\n",
" <tr>\n",
" <th>604774406</th>\n",
" <td> Walgreens #4530</td>\n",
" <td> 9430 Blue Ridge Boulevard</td>\n",
" <td> PO Box 361</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64138</td>\n",
" <td> 816-765-5279</td>\n",
" <td> 1073528097</td>\n",
" <td> 2632493</td>\n",
" <td> 38.953584</td>\n",
" <td>-94.508073</td>\n",
" </tr>\n",
" <tr>\n",
" <th>603836107</th>\n",
" <td> Walgreens #4834</td>\n",
" <td> 1225 Union Boulevard</td>\n",
" <td> PO Box 361</td>\n",
" <td> St Louis</td>\n",
" <td> MO</td>\n",
" <td> 63113</td>\n",
" <td> 314-367-8211</td>\n",
" <td> 1528073541</td>\n",
" <td> 2632025</td>\n",
" <td> 38.660066</td>\n",
" <td>-90.272362</td>\n",
" </tr>\n",
" <tr>\n",
" <th>604857003</th>\n",
" <td> Walgreens #5247</td>\n",
" <td> 3915 South Noland Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Independence</td>\n",
" <td> MO</td>\n",
" <td> 64055</td>\n",
" <td> 816-254-8748</td>\n",
" <td> 1174530182</td>\n",
" <td> 2632974</td>\n",
" <td> 39.049788</td>\n",
" <td>-94.414765</td>\n",
" </tr>\n",
" <tr>\n",
" <th>604775809</th>\n",
" <td> Walgreens #5357</td>\n",
" <td> 9300 East Gregory Blvd</td>\n",
" <td> PO Box 361</td>\n",
" <td> Raytown</td>\n",
" <td> MO</td>\n",
" <td> 64133</td>\n",
" <td> 816-356-7386</td>\n",
" <td> 1336154350</td>\n",
" <td> 2632823</td>\n",
" <td> 38.994849</td>\n",
" <td>-94.473277</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600400808</th>\n",
" <td> Walgreens #7185</td>\n",
" <td> 917 Chesterfield Parkway East</td>\n",
" <td> PO Box 361</td>\n",
" <td> Chesterfield</td>\n",
" <td> MO</td>\n",
" <td> 63017</td>\n",
" <td> 636-532-5222</td>\n",
" <td> 1568477701</td>\n",
" <td> 2613760</td>\n",
" <td> 38.656044</td>\n",
" <td>-90.553457</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600402101</th>\n",
" <td> Walgreens (03686)</td>\n",
" <td> 4140 South Broadway</td>\n",
" <td> PO Box 361</td>\n",
" <td> St Louis</td>\n",
" <td> MO</td>\n",
" <td> 63111</td>\n",
" <td> 314-832-4995</td>\n",
" <td> 1740295989</td>\n",
" <td> 2602349</td>\n",
" <td> 38.580000</td>\n",
" <td>-90.228846</td>\n",
" </tr>\n",
" <tr>\n",
" <th>605711308</th>\n",
" <td> Walgreens (06492)</td>\n",
" <td> 11404 St Charles Rock Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Bridgeton</td>\n",
" <td> MO</td>\n",
" <td> 63044</td>\n",
" <td> 314-770-9986</td>\n",
" <td> 1346257359</td>\n",
" <td> 2634233</td>\n",
" <td> 38.740421</td>\n",
" <td>-90.404216</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606050805</th>\n",
" <td> Walgreens (07428)</td>\n",
" <td> 801 South Limit</td>\n",
" <td> PO Box 361</td>\n",
" <td> Sedalia</td>\n",
" <td> MO</td>\n",
" <td> 65301</td>\n",
" <td> 660-826-7692</td>\n",
" <td> 1447265475</td>\n",
" <td> 2634966</td>\n",
" <td> 38.704928</td>\n",
" <td>-93.250175</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600402507</th>\n",
" <td> Walgreens 07144</td>\n",
" <td> 3631 Gravois Avenue</td>\n",
" <td> PO Box 361</td>\n",
" <td> St Louis</td>\n",
" <td> MO</td>\n",
" <td> 63116</td>\n",
" <td> 314-772-4446</td>\n",
" <td> 1831104074</td>\n",
" <td> 2601789</td>\n",
" <td> 38.592236</td>\n",
" <td>-90.245077</td>\n",
" </tr>\n",
" <tr>\n",
" <th>604665406</th>\n",
" <td> Walgreens 4406</td>\n",
" <td> 2630 NE Vivion Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> Kansas City</td>\n",
" <td> MO</td>\n",
" <td> 64119</td>\n",
" <td> 816-459-7175</td>\n",
" <td> 1982619904</td>\n",
" <td> 2632657</td>\n",
" <td> 39.187411</td>\n",
" <td>-94.547420</td>\n",
" </tr>\n",
" <tr>\n",
" <th>603836008</th>\n",
" <td> Walgreens 4466</td>\n",
" <td> 3645 Frederick Avenue</td>\n",
" <td> PO Box 361</td>\n",
" <td> St Joseph</td>\n",
" <td> MO</td>\n",
" <td> 64506</td>\n",
" <td> 816-232-5342</td>\n",
" <td> 1619982634</td>\n",
" <td> 2631718</td>\n",
" <td> 39.777129</td>\n",
" <td>-94.804518</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600402804</th>\n",
" <td> Walgreens Pharmacy</td>\n",
" <td> 6071 Telegraph Road</td>\n",
" <td> PO Box 361</td>\n",
" <td> St Louis</td>\n",
" <td> MO</td>\n",
" <td> 63129</td>\n",
" <td> 314-846-9265</td>\n",
" <td> 1477568616</td>\n",
" <td> 2615118</td>\n",
" <td> 38.456338</td>\n",
" <td>-90.306472</td>\n",
" </tr>\n",
" <tr>\n",
" <th>605161504</th>\n",
" <td> Walgreens Pharmacy #05552</td>\n",
" <td> 920 N Main Street</td>\n",
" <td> PO Box 361</td>\n",
" <td> O Fallon</td>\n",
" <td> MO</td>\n",
" <td> 63366</td>\n",
" <td> 636-379-2636</td>\n",
" <td> 1619984622</td>\n",
" <td> 2633508</td>\n",
" <td> 38.820814</td>\n",
" <td>-90.699506</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606104800</th>\n",
" <td> Walgreens Pharmacy #07789</td>\n",
" <td> 3200 Southwest 7 Highway</td>\n",
" <td> PO Box 361</td>\n",
" <td> Blue Springs</td>\n",
" <td> MO</td>\n",
" <td> 64014</td>\n",
" <td> 816-220-8455</td>\n",
" <td> 1265447296</td>\n",
" <td> 2635300</td>\n",
" <td> 38.987304</td>\n",
" <td>-94.273296</td>\n",
" </tr>\n",
" <tr>\n",
" <th>608592705</th>\n",
" <td> CVS Pharmacy #8581</td>\n",
" <td> 3201 South 7 Highway</td>\n",
" <td> PO Box 414</td>\n",
" <td> Blue Springs</td>\n",
" <td> MO</td>\n",
" <td> 64014</td>\n",
" <td> 816-220-2302</td>\n",
" <td> 1073557443</td>\n",
" <td> 2636819</td>\n",
" <td> 38.986870</td>\n",
" <td>-94.272611</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600402705</th>\n",
" <td> Walgreens</td>\n",
" <td> 5764 South Lindgergh Drive</td>\n",
" <td> PO Box 361</td>\n",
" <td> St Louis</td>\n",
" <td> MO</td>\n",
" <td> 63123</td>\n",
" <td> 314-842-3340</td>\n",
" <td> 1104831346</td>\n",
" <td> 2601309</td>\n",
" <td> 38.526024</td>\n",
" <td>-90.359167</td>\n",
" </tr>\n",
" <tr>\n",
" <th>608842100</th>\n",
" <td> Walgreens #04225</td>\n",
" <td> 1701 N W Highway 7</td>\n",
" <td> PO Box 361</td>\n",
" <td> Blue Springs</td>\n",
" <td> MO</td>\n",
" <td> 64015</td>\n",
" <td> 816-220-3620</td>\n",
" <td> 1356356372</td>\n",
" <td> 2631287</td>\n",
" <td> 39.037749</td>\n",
" <td>-94.272527</td>\n",
" </tr>\n",
" <tr>\n",
" <th>604810408</th>\n",
" <td> Walgreens #04439</td>\n",
" <td> 1191 West 152 Highway</td>\n",
" <td> PO Box 361</td>\n",
" <td> Liberty</td>\n",
" <td> MO</td>\n",
" <td> 64068</td>\n",
" <td> 816-781-9347</td>\n",
" <td> 1063427086</td>\n",
" <td> 2632950</td>\n",
" <td> 39.243964</td>\n",
" <td>-94.442034</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606394005</th>\n",
" <td> Walgreens #12062</td>\n",
" <td> 106 Silver Thread Lane</td>\n",
" <td> PO Box 361</td>\n",
" <td> Branson West</td>\n",
" <td> MO</td>\n",
" <td> 65737</td>\n",
" <td> 417-272-1112</td>\n",
" <td> 1205091568</td>\n",
" <td> 2638154</td>\n",
" <td> 36.706177</td>\n",
" <td>-93.374430</td>\n",
" </tr>\n",
" <tr>\n",
" <th>606350205</th>\n",
" <td> Walgreens #7811</td>\n",
" <td> 100 Jason Drive</td>\n",
" <td> PO Box 361</td>\n",
" <td> Troy</td>\n",
" <td> MO</td>\n",
" <td> 63379</td>\n",
" <td> 636-462-5901</td>\n",
" <td> 1760673248</td>\n",
" <td> 2637582</td>\n",
" <td> 38.987867</td>\n",
" <td>-90.981469</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>238 rows \u00d7 11 columns</p>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 10,
"text": [
" name address_1 \\\n",
"id \n",
"606277408 Careplus CVS/Pharmacy #1438 32 North Euclid Avenue \n",
"606378701 CVS Pharmacy #04088 3351 Southwest 3rd Street \n",
"601654502 CVS Pharmacy #05645 930 North Belt Highway \n",
"600198857 CVS Pharmacy #05661 409 East North Avenue \n",
"602804809 CVS Pharmacy #05693 8421 Northwest Prairie View Road \n",
"600198808 CVS Pharmacy #05697 3902 Main Street \n",
"606386407 CVS Pharmacy #4754 909 Chestnut Suite 105 \n",
"600198840 CVS Pharmacy #5655 1901 West Kansas Street \n",
"606456101 CVS Pharmacy #5669 7320 Gravois Avenue \n",
"606457109 CVS Pharmacy #5689 15846 Manchester Road \n",
"600282701 CVS Pharmacy #8430 3825 South Noland Road \n",
"600282206 CVS Pharmacy #8543 1914 Swift Avenue \n",
"600660401 CVS Pharmacy #8553 10205 State Line Road \n",
"600660906 CVS Pharmacy #8554 6129 North Antioch Road \n",
"600661300 CVS Pharmacy #8555 4990 Northeast Vivion Road \n",
"600661201 CVS Pharmacy #8556 5314 Northwest 64th Street \n",
"608557401 CVS Pharmacy #8557 1900 NE Langford Road \n",
"602226508 CVS Pharmacy #8559 3106 South Prospect \n",
"602048605 CVS Pharmacy #8563 300 South Commercial \n",
"602172207 CVS Pharmacy #8564 17403 East US Highway 24 \n",
"606883403 CVS Pharmacy #8565 330 NE Barry Road \n",
"600661409 CVS Pharmacy #8566 5310 Blue Ridge Boulevard \n",
"603967803 CVS Pharmacy #8567 5011 Main Street \n",
"602172108 CVS Pharmacy #8570 1616 North 7th Highway \n",
"604883702 CVS Pharmacy #8571 4750 Lees Summit Road \n",
"605269505 CVS Pharmacy #8576 2435 East Independence Avenue \n",
"605438209 CVS Pharmacy #8577 4400 Northwest Barry Road \n",
"600281604 CVS Pharmacy #8578 6300 Prospect Avenue \n",
"605363803 CVS Pharmacy #8579 751 NE Woods Chapel \n",
"600660005 CVS Pharmacy #8583 4531 Troost \n",
"... ... ... \n",
"606450807 Walgreens #12713 1605 West 7th Street \n",
"606469500 Walgreens #12749 900 Eastland Drive \n",
"606439701 Walgreens #12778 505 South Commercial Street \n",
"606443604 Walgreens #12821 1114 South Main Street \n",
"606439602 Walgreens #12925 2301 Running Horse Road \n",
"606414605 Walgreens #12927 2340 Hampton Avenue \n",
"606686301 Walgreens #2971 2A Grandview Plaza \n",
"604011106 Walgreens #4204 401 Northeast Barry Road \n",
"608930004 Walgreens #4222 5400 East Independence \n",
"603772807 Walgreens #4467 1205 Sulphur Spring Road \n",
"604774406 Walgreens #4530 9430 Blue Ridge Boulevard \n",
"603836107 Walgreens #4834 1225 Union Boulevard \n",
"604857003 Walgreens #5247 3915 South Noland Road \n",
"604775809 Walgreens #5357 9300 East Gregory Blvd \n",
"600400808 Walgreens #7185 917 Chesterfield Parkway East \n",
"600402101 Walgreens (03686) 4140 South Broadway \n",
"605711308 Walgreens (06492) 11404 St Charles Rock Road \n",
"606050805 Walgreens (07428) 801 South Limit \n",
"600402507 Walgreens 07144 3631 Gravois Avenue \n",
"604665406 Walgreens 4406 2630 NE Vivion Road \n",
"603836008 Walgreens 4466 3645 Frederick Avenue \n",
"600402804 Walgreens Pharmacy 6071 Telegraph Road \n",
"605161504 Walgreens Pharmacy #05552 920 N Main Street \n",
"606104800 Walgreens Pharmacy #07789 3200 Southwest 7 Highway \n",
"608592705 CVS Pharmacy #8581 3201 South 7 Highway \n",
"600402705 Walgreens 5764 South Lindgergh Drive \n",
"608842100 Walgreens #04225 1701 N W Highway 7 \n",
"604810408 Walgreens #04439 1191 West 152 Highway \n",
"606394005 Walgreens #12062 106 Silver Thread Lane \n",
"606350205 Walgreens #7811 100 Jason Drive \n",
"\n",
" address_2 city st zip phone npi \\\n",
"id \n",
"606277408 PO Box 97 St Louis MO 63108 314-454-1214 1790860138 \n",
"606378701 PO Box 414 Lees Summit MO 64081 816-966-1455 1982870473 \n",
"601654502 PO Box 414 St Joseph MO 64506 816-233-1353 1114026424 \n",
"600198857 PO Box 414 Belton MO 64012 816-331-9716 1033218342 \n",
"602804809 PO Box 414 Kansas City MO 64153 816-746-1933 1851490163 \n",
"600198808 PO Box 414 Kansas City MO 64111 816-931-5452 1588764922 \n",
"606386407 PO Box 414 St Louis MO 63101 847-783-0342 1750551404 \n",
"600198840 PO Box 414 Liberty MO 64068 816-781-0035 1740380021 \n",
"606456101 PO Box 414 St Louis MO 63116 314-351-6728 1265769087 \n",
"606457109 PO Box 414 Ellisville MO 63011 636-527-6074 1427385236 \n",
"600282701 PO Box 414 Independence MO 64055 816-254-6002 1437222064 \n",
"600282206 PO Box 414 North Kansas City MO 64116 816-221-1603 1538103908 \n",
"600660401 PO Box 414 Kansas City MO 64114 816-942-0134 1396780391 \n",
"600660906 PO Box 414 Gladstone MO 64118 816-453-2220 1205871209 \n",
"600661300 PO Box 414 Kansas City MO 64119 816-454-8800 1942243233 \n",
"600661201 PO Box 414 Kansas City MO 64151 816-741-5576 1700820172 \n",
"608557401 PO Box 414 Lees Summit MO 64063 816-554-9500 1164466538 \n",
"602226508 PO Box 414 Kansas City MO 64128 816-861-2355 1891739264 \n",
"602048605 PO Box 414 Harrisonville MO 64701 816-380-6566 1619911088 \n",
"602172207 PO Box 414 Independence MO 64056 816-796-8769 1083658454 \n",
"606883403 PO Box 414 Kansas City MO 64155 816-436-5600 1437193802 \n",
"600661409 PO Box 414 Raytown MO 64133 816-313-1280 1588609580 \n",
"603967803 PO Box 414 Kansas City MO 64112 816-531-4699 1790729168 \n",
"602172108 PO Box 414 Blue Springs MO 64015 816-228-6848 1174567549 \n",
"604883702 PO Box 414 Kansas City MO 64136 816-350-3886 1336183706 \n",
"605269505 PO Box 414 Kansas City MO 64124 816-483-6464 1245274612 \n",
"605438209 PO Box 414 Kansas City MO 64153 816-587-8018 1538100433 \n",
"600281604 PO Box 414 Kansas City MO 64132 816-444-2922 1275577645 \n",
"605363803 PO Box 414 Lees Summit MO 64064 816-524-8840 1629019526 \n",
"600660005 PO Box 414 Kansas City MO 64110 816-756-5005 1346284718 \n",
"... ... ... .. ... ... ... \n",
"606450807 PO Box 361 Joplin MO 64801 417-659-8453 1245462985 \n",
"606469500 PO Box 361 Jefferson City MO 65101 573-556-5615 1255660346 \n",
"606439701 PO Box 361 Harrisonville MO 64701 816-884-1891 1437389723 \n",
"606443604 PO Box 361 Maryville MO 64468 660-562-2157 1407088800 \n",
"606439602 PO Box 361 Platte City MO 64079 816-431-0327 1124257597 \n",
"606414605 PO Box 361 St Louis MO 63139 314-647-1256 1972748226 \n",
"606686301 PO Box 361 Florissant MO 63033 314-830-0234 1972518306 \n",
"604011106 PO Box 361 Kansas City MO 64155 816-436-5033 1164437182 \n",
"608930004 PO Box 361 Kansas City MO 64123 816-231-0730 1265447288 \n",
"603772807 PO Box 361 Ballwin MO 63021 636-230-7367 1669489670 \n",
"604774406 PO Box 361 Kansas City MO 64138 816-765-5279 1073528097 \n",
"603836107 PO Box 361 St Louis MO 63113 314-367-8211 1528073541 \n",
"604857003 PO Box 361 Independence MO 64055 816-254-8748 1174530182 \n",
"604775809 PO Box 361 Raytown MO 64133 816-356-7386 1336154350 \n",
"600400808 PO Box 361 Chesterfield MO 63017 636-532-5222 1568477701 \n",
"600402101 PO Box 361 St Louis MO 63111 314-832-4995 1740295989 \n",
"605711308 PO Box 361 Bridgeton MO 63044 314-770-9986 1346257359 \n",
"606050805 PO Box 361 Sedalia MO 65301 660-826-7692 1447265475 \n",
"600402507 PO Box 361 St Louis MO 63116 314-772-4446 1831104074 \n",
"604665406 PO Box 361 Kansas City MO 64119 816-459-7175 1982619904 \n",
"603836008 PO Box 361 St Joseph MO 64506 816-232-5342 1619982634 \n",
"600402804 PO Box 361 St Louis MO 63129 314-846-9265 1477568616 \n",
"605161504 PO Box 361 O Fallon MO 63366 636-379-2636 1619984622 \n",
"606104800 PO Box 361 Blue Springs MO 64014 816-220-8455 1265447296 \n",
"608592705 PO Box 414 Blue Springs MO 64014 816-220-2302 1073557443 \n",
"600402705 PO Box 361 St Louis MO 63123 314-842-3340 1104831346 \n",
"608842100 PO Box 361 Blue Springs MO 64015 816-220-3620 1356356372 \n",
"604810408 PO Box 361 Liberty MO 64068 816-781-9347 1063427086 \n",
"606394005 PO Box 361 Branson West MO 65737 417-272-1112 1205091568 \n",
"606350205 PO Box 361 Troy MO 63379 636-462-5901 1760673248 \n",
"\n",
" nabp latitude longitude \n",
"id \n",
"606277408 2636984 38.641289 -90.261828 \n",
"606378701 2637948 38.912984 -94.449034 \n",
"601654502 2632227 39.775749 -94.803464 \n",
"600198857 2618417 38.814216 -94.527768 \n",
"602804809 2626387 39.247353 -94.660900 \n",
"600198808 2600270 39.056456 -94.586291 \n",
"606386407 2638091 38.627482 -90.194195 \n",
"600198840 2617617 39.244354 -94.450346 \n",
"606456101 2638899 38.564283 -90.293951 \n",
"606457109 2638914 38.592469 -90.584434 \n",
"600282701 2637049 39.051335 -94.414702 \n",
"600282206 2636631 39.142140 -94.577442 \n",
"600660401 2636718 38.944807 -94.607898 \n",
"600660906 2636782 39.204754 -94.548351 \n",
"600661300 2636720 39.188128 -94.521301 \n",
"600661201 2636732 39.210655 -94.642375 \n",
"608557401 2636807 38.916909 -94.336528 \n",
"602226508 2636706 39.069769 -94.553020 \n",
"602048605 2636744 38.653801 -94.358254 \n",
"602172207 2636681 39.120106 -94.371855 \n",
"606883403 2636768 39.246530 -94.576651 \n",
"600661409 2636693 39.025295 -94.442903 \n",
"603967803 2636833 39.036348 -94.587076 \n",
"602172108 2636679 39.037350 -94.271333 \n",
"604883702 2636845 39.032986 -94.388234 \n",
"605269505 2636857 39.106220 -94.552460 \n",
"605438209 2636883 39.246795 -94.631246 \n",
"600281604 2636578 39.012372 -94.556354 \n",
"605363803 2636871 38.982428 -94.361776 \n",
"600660005 2636770 39.044706 -94.572602 \n",
"... ... ... ... \n",
"606450807 2638774 37.084725 -94.532565 \n",
"606469500 2638952 38.552029 -92.146746 \n",
"606439701 2638712 38.653212 -94.357888 \n",
"606443604 2638801 40.332605 -94.874003 \n",
"606439602 2638685 39.352235 -94.764225 \n",
"606414605 2638368 38.614058 -90.286973 \n",
"606686301 2628658 38.775472 -90.303852 \n",
"604011106 2632277 39.246168 -94.575710 \n",
"608930004 2631403 39.105320 -94.518587 \n",
"603772807 2631720 38.567751 -90.525091 \n",
"604774406 2632493 38.953584 -94.508073 \n",
"603836107 2632025 38.660066 -90.272362 \n",
"604857003 2632974 39.049788 -94.414765 \n",
"604775809 2632823 38.994849 -94.473277 \n",
"600400808 2613760 38.656044 -90.553457 \n",
"600402101 2602349 38.580000 -90.228846 \n",
"605711308 2634233 38.740421 -90.404216 \n",
"606050805 2634966 38.704928 -93.250175 \n",
"600402507 2601789 38.592236 -90.245077 \n",
"604665406 2632657 39.187411 -94.547420 \n",
"603836008 2631718 39.777129 -94.804518 \n",
"600402804 2615118 38.456338 -90.306472 \n",
"605161504 2633508 38.820814 -90.699506 \n",
"606104800 2635300 38.987304 -94.273296 \n",
"608592705 2636819 38.986870 -94.272611 \n",
"600402705 2601309 38.526024 -90.359167 \n",
"608842100 2631287 39.037749 -94.272527 \n",
"604810408 2632950 39.243964 -94.442034 \n",
"606394005 2638154 36.706177 -93.374430 \n",
"606350205 2637582 38.987867 -90.981469 \n",
"\n",
"[238 rows x 11 columns]"
]
}
],
"prompt_number": 10
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Cleaning bad data"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"We can create scatter plots from data, it's just another useful way Pandas can give meaning to data. However, this plot is a little off\u2026 these are coordinate values, so why are they around -90,000,000?"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm.plot(kind='scatter', x='longitude', y='latitude', figsize=(7, 7))"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 11,
"text": [
"<matplotlib.axes.AxesSubplot at 0x10a453f50>"
]
},
{
"metadata": {},
"output_type": "display_data",
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JMUy+9ihFGSgDMDuDsvyPT2E6AK/Hlblislive2kuWrRoIOoQEZEe1IzwUd8+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\nRERsbltDOzkuB+ePLuH5949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"text": [
"<matplotlib.figure.Figure at 0x10a40ae50>"
]
}
],
"prompt_number": 11
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"it turns out that two of the stores are missing decimals where they ought to be. You can see the difference in these two, they're both valid coordinates but one is just missing a crucial component."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"weird_long = pharm['longitude'] < -1000\n",
"pharm[weird_long][['name', 'latitude', 'longitude']]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>latitude</th>\n",
" <th>longitude</th>\n",
" </tr>\n",
" <tr>\n",
" <th>id</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>600242507</th>\n",
" <td> Piedmont Family Pharmacy</td>\n",
" <td> 37.152756</td>\n",
" <td>-90697417</td>\n",
" </tr>\n",
" <tr>\n",
" <th>603073909</th>\n",
" <td> Wal-Mart Pharmacy 10-0056</td>\n",
" <td> 36.959381</td>\n",
" <td>-92676545</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 12,
"text": [
" name latitude longitude\n",
"id \n",
"600242507 Piedmont Family Pharmacy 37.152756 -90697417\n",
"603073909 Wal-Mart Pharmacy 10-0056 36.959381 -92676545"
]
}
],
"prompt_number": 12
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm[:2][['name', 'latitude', 'longitude']]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>latitude</th>\n",
" <th>longitude</th>\n",
" </tr>\n",
" <tr>\n",
" <th>id</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>604898809</th>\n",
" <td> 50-Plus LTC Pharmacy</td>\n",
" <td> 39.092064</td>\n",
" <td>-94.417435</td>\n",
" </tr>\n",
" <tr>\n",
" <th>600060404</th>\n",
" <td> A &amp; B Prescription Shop, Inc</td>\n",
" <td> 39.172847</td>\n",
" <td>-91.881827</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 13,
"text": [
" name latitude longitude\n",
"id \n",
"604898809 50-Plus LTC Pharmacy 39.092064 -94.417435\n",
"600060404 A & B Prescription Shop, Inc 39.172847 -91.881827"
]
}
],
"prompt_number": 13
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"fortunately, modifying data is pretty easy with Pandas - operators are broadcast to every item in the series, so we just divide by 1,000,000 to get the decimal in the right spot and we should be good.\n",
"\n",
"The first part here shows the tranformation we're making, and the second part is using the `.apply` method of the series to set new values for all the items."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm[weird_long]['longitude'] / 1e6"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 14,
"text": [
"id\n",
"600242507 -90.697417\n",
"603073909 -92.676545\n",
"Name: longitude, dtype: float64"
]
}
],
"prompt_number": 14
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm['longitude'] = pharm['longitude'].apply(\n",
" lambda r: r / 1e6\n",
" if r < -1000\n",
" else r\n",
")"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [],
"prompt_number": 15
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"And now when we once again plot that data it looks how it should. It kind of looks like Missouri, which is what we'd expect. You can even see clusters of dots around St. Louis and Kansas City."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pharm.plot(kind='scatter', x='longitude', y='latitude', figsize=(7, 7))"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 16,
"text": [
"<matplotlib.axes.AxesSubplot at 0x10a070050>"
]
},
{
"metadata": {},
"output_type": "display_data",
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3oVGreOfiEqxpKs8QFB7CpZlFJupnN2o1LK+wc+PCEjbUu3BfIAllKBjjkd29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dkijy4+seApRH8/5ZkSNMhL1uOSvePN6MaMRBg1XIGOIifLosf4LDPyUwwIBgXclG2BTSLXccWT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\ngkdERIrAgkdERIrAgkdERIrwf9Kd+hWx8qJfAAAAAElFTkSuQmCC\n",
"text": [
"<matplotlib.figure.Figure at 0x10a0ac310>"
]
}
],
"prompt_number": 16
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Aggregates (and more Plots)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"For this next part we're going to be loading a different set of data\u2014data from weather station KSTL at Lambert St. Louis.\n",
"\n",
"We're doing a little extra work in this dataframe - we know that we want to use 'DateUTC' as the index column. We also know it's a date, so we're going to specify `parse_dates=True` to convert it into an actual datetime."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"weather = pd.DataFrame.from_csv('weather.csv', index_col='DateUTC', parse_dates=True)\n",
"weather[:5]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Conditions</th>\n",
" <th>Dew PointF</th>\n",
" <th>Events</th>\n",
" <th>Gust SpeedMPH</th>\n",
" <th>Humidity</th>\n",
" <th>PrecipitationIn</th>\n",
" <th>Sea Level PressureIn</th>\n",
" <th>TemperatureF</th>\n",
" <th>TimeCDT</th>\n",
" <th>TimeCST</th>\n",
" <th>VisibilityMPH</th>\n",
" <th>Wind Direction</th>\n",
" <th>Wind SpeedMPH</th>\n",
" <th>WindDirDegrees</th>\n",
" </tr>\n",
" <tr>\n",
" <th>DateUTC</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2013-01-01 06:05:00</th>\n",
" <td> Light Snow</td>\n",
" <td> 26.6</td>\n",
" <td> Snow</td>\n",
" <td> -</td>\n",
" <td> 86</td>\n",
" <td> 0</td>\n",
" <td> 30.12</td>\n",
" <td> 30.2</td>\n",
" <td> NaN</td>\n",
" <td> 12:05 AM</td>\n",
" <td> 2</td>\n",
" <td> North</td>\n",
" <td> 13.8</td>\n",
" <td> 360</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2013-01-01 06:14:00</th>\n",
" <td> Light Snow</td>\n",
" <td> 26.6</td>\n",
" <td> Snow</td>\n",
" <td> -</td>\n",
" <td> 86</td>\n",
" <td> 0</td>\n",
" <td> 30.12</td>\n",
" <td> 30.2</td>\n",
" <td> NaN</td>\n",
" <td> 12:14 AM</td>\n",
" <td> 3</td>\n",
" <td> North</td>\n",
" <td> 13.8</td>\n",
" <td> 360</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2013-01-01 06:36:00</th>\n",
" <td> Light Snow</td>\n",
" <td> 24.8</td>\n",
" <td> Snow</td>\n",
" <td> -</td>\n",
" <td> 86</td>\n",
" <td> 0</td>\n",
" <td> 30.12</td>\n",
" <td> 28.4</td>\n",
" <td> NaN</td>\n",
" <td> 12:36 AM</td>\n",
" <td> 4</td>\n",
" <td> North</td>\n",
" <td> 13.8</td>\n",
" <td> 10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2013-01-01 06:51:00</th>\n",
" <td> Light Snow</td>\n",
" <td> 24.1</td>\n",
" <td> Snow</td>\n",
" <td> -</td>\n",
" <td> 85</td>\n",
" <td> 0</td>\n",
" <td> 30.16</td>\n",
" <td> 28.0</td>\n",
" <td> NaN</td>\n",
" <td> 12:51 AM</td>\n",
" <td> 4</td>\n",
" <td> North</td>\n",
" <td> 10.4</td>\n",
" <td> 10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2013-01-01 07:02:00</th>\n",
" <td> Light Snow</td>\n",
" <td> 23.0</td>\n",
" <td> Snow</td>\n",
" <td> -</td>\n",
" <td> 80</td>\n",
" <td> 0</td>\n",
" <td> 30.12</td>\n",
" <td> 28.4</td>\n",
" <td> NaN</td>\n",
" <td> 1:02 AM</td>\n",
" <td> 4</td>\n",
" <td> North</td>\n",
" <td> 9.2</td>\n",
" <td> 10</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 17,
"text": [
" Conditions Dew PointF Events Gust SpeedMPH Humidity \\\n",
"DateUTC \n",
"2013-01-01 06:05:00 Light Snow 26.6 Snow - 86 \n",
"2013-01-01 06:14:00 Light Snow 26.6 Snow - 86 \n",
"2013-01-01 06:36:00 Light Snow 24.8 Snow - 86 \n",
"2013-01-01 06:51:00 Light Snow 24.1 Snow - 85 \n",
"2013-01-01 07:02:00 Light Snow 23.0 Snow - 80 \n",
"\n",
" PrecipitationIn Sea Level PressureIn TemperatureF \\\n",
"DateUTC \n",
"2013-01-01 06:05:00 0 30.12 30.2 \n",
"2013-01-01 06:14:00 0 30.12 30.2 \n",
"2013-01-01 06:36:00 0 30.12 28.4 \n",
"2013-01-01 06:51:00 0 30.16 28.0 \n",
"2013-01-01 07:02:00 0 30.12 28.4 \n",
"\n",
" TimeCDT TimeCST VisibilityMPH Wind Direction \\\n",
"DateUTC \n",
"2013-01-01 06:05:00 NaN 12:05 AM 2 North \n",
"2013-01-01 06:14:00 NaN 12:14 AM 3 North \n",
"2013-01-01 06:36:00 NaN 12:36 AM 4 North \n",
"2013-01-01 06:51:00 NaN 12:51 AM 4 North \n",
"2013-01-01 07:02:00 NaN 1:02 AM 4 North \n",
"\n",
" Wind SpeedMPH WindDirDegrees \n",
"DateUTC \n",
"2013-01-01 06:05:00 13.8 360 \n",
"2013-01-01 06:14:00 13.8 360 \n",
"2013-01-01 06:36:00 13.8 10 \n",
"2013-01-01 06:51:00 10.4 10 \n",
"2013-01-01 07:02:00 9.2 10 "
]
}
],
"prompt_number": 17
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"The index won't show up in the output of `.info()`, so we need to examine `.index` here - it's a `pandas.tseries.index.DateTimeIndex`, which is really just seconds since epoch but formatted as a human-readable datetime.\n",
"\n",
"We're also going to set the right timezone on it - it comes out of the CSV as UTC (AKA \"GMT\", \"Europe/London\") but we want it to be converted to \"America/Chicago\"."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"weather.index"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 18,
"text": [
"<class 'pandas.tseries.index.DatetimeIndex'>\n",
"[2013-01-01 06:05:00, ..., 2014-01-01 05:51:00]\n",
"Length: 10469, Freq: None, Timezone: None"
]
}
],
"prompt_number": 18
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"weather = weather.tz_localize('UTC').tz_convert('America/Chicago')\n",
"weather[:3]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Conditions</th>\n",
" <th>Dew PointF</th>\n",
" <th>Events</th>\n",
" <th>Gust SpeedMPH</th>\n",
" <th>Humidity</th>\n",
" <th>PrecipitationIn</th>\n",
" <th>Sea Level PressureIn</th>\n",
" <th>TemperatureF</th>\n",
" <th>TimeCDT</th>\n",
" <th>TimeCST</th>\n",
" <th>VisibilityMPH</th>\n",
" <th>Wind Direction</th>\n",
" <th>Wind SpeedMPH</th>\n",
" <th>WindDirDegrees</th>\n",
" </tr>\n",
" <tr>\n",
" <th>DateUTC</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2013-01-01 00:05:00-06:00</th>\n",
" <td> Light Snow</td>\n",
" <td> 26.6</td>\n",
" <td> Snow</td>\n",
" <td> -</td>\n",
" <td> 86</td>\n",
" <td> 0</td>\n",
" <td> 30.12</td>\n",
" <td> 30.2</td>\n",
" <td> NaN</td>\n",
" <td> 12:05 AM</td>\n",
" <td> 2</td>\n",
" <td> North</td>\n",
" <td> 13.8</td>\n",
" <td> 360</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2013-01-01 00:14:00-06:00</th>\n",
" <td> Light Snow</td>\n",
" <td> 26.6</td>\n",
" <td> Snow</td>\n",
" <td> -</td>\n",
" <td> 86</td>\n",
" <td> 0</td>\n",
" <td> 30.12</td>\n",
" <td> 30.2</td>\n",
" <td> NaN</td>\n",
" <td> 12:14 AM</td>\n",
" <td> 3</td>\n",
" <td> North</td>\n",
" <td> 13.8</td>\n",
" <td> 360</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2013-01-01 00:36:00-06:00</th>\n",
" <td> Light Snow</td>\n",
" <td> 24.8</td>\n",
" <td> Snow</td>\n",
" <td> -</td>\n",
" <td> 86</td>\n",
" <td> 0</td>\n",
" <td> 30.12</td>\n",
" <td> 28.4</td>\n",
" <td> NaN</td>\n",
" <td> 12:36 AM</td>\n",
" <td> 4</td>\n",
" <td> North</td>\n",
" <td> 13.8</td>\n",
" <td> 10</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 19,
"text": [
" Conditions Dew PointF Events Gust SpeedMPH \\\n",
"DateUTC \n",
"2013-01-01 00:05:00-06:00 Light Snow 26.6 Snow - \n",
"2013-01-01 00:14:00-06:00 Light Snow 26.6 Snow - \n",
"2013-01-01 00:36:00-06:00 Light Snow 24.8 Snow - \n",
"\n",
" Humidity PrecipitationIn Sea Level PressureIn \\\n",
"DateUTC \n",
"2013-01-01 00:05:00-06:00 86 0 30.12 \n",
"2013-01-01 00:14:00-06:00 86 0 30.12 \n",
"2013-01-01 00:36:00-06:00 86 0 30.12 \n",
"\n",
" TemperatureF TimeCDT TimeCST VisibilityMPH \\\n",
"DateUTC \n",
"2013-01-01 00:05:00-06:00 30.2 NaN 12:05 AM 2 \n",
"2013-01-01 00:14:00-06:00 30.2 NaN 12:14 AM 3 \n",
"2013-01-01 00:36:00-06:00 28.4 NaN 12:36 AM 4 \n",
"\n",
" Wind Direction Wind SpeedMPH WindDirDegrees \n",
"DateUTC \n",
"2013-01-01 00:05:00-06:00 North 13.8 360 \n",
"2013-01-01 00:14:00-06:00 North 13.8 360 \n",
"2013-01-01 00:36:00-06:00 North 13.8 10 "
]
}
],
"prompt_number": 19
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"We have `Conditions` and `TemperatureF` here, so let's see what the median temperature is by condition. That seems like a good start.\n",
"\n",
"`groubpy` does what it sounds like\u2014it's analagous to SQL's `GROUP BY`. You can't really see data in it as an aggregate, but once you call an aggregation function on the data it becomes available (aggregation functions include things like `mean` and `median`, as well as `counts` and `sum`.) You can also pass in any function you like to `.aggregate` and it will be used.\n",
"\n",
"(nb: aggregating removes all the columns that the aggregation function can't handle so you only get good data back. But if you see columns disappearing now you know!)"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"by_condition = weather.groupby('Conditions').median()\n",
"by_condition"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Dew PointF</th>\n",
" <th>Humidity</th>\n",
" <th>PrecipitationIn</th>\n",
" <th>Sea Level PressureIn</th>\n",
" <th>TemperatureF</th>\n",
" <th>VisibilityMPH</th>\n",
" <th>WindDirDegrees</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Conditions</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>Clear</th>\n",
" <td> 33.10</td>\n",
" <td> 64.0</td>\n",
" <td> 0.000</td>\n",
" <td> 30.140</td>\n",
" <td> 48.00</td>\n",
" <td> 10.0</td>\n",
" <td> 180</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Drizzle</th>\n",
" <td> 50.00</td>\n",
" <td> 93.0</td>\n",
" <td> 0.000</td>\n",
" <td> 29.640</td>\n",
" <td> 52.00</td>\n",
" <td> 0.5</td>\n",
" <td> 110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Fog</th>\n",
" <td> 55.65</td>\n",
" <td> 94.0</td>\n",
" <td> 0.000</td>\n",
" <td> 30.035</td>\n",
" <td> 57.20</td>\n",
" <td> 0.2</td>\n",
" <td> 110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Haze</th>\n",
" <td> 34.55</td>\n",
" <td> 80.0</td>\n",
" <td> 0.000</td>\n",
" <td> 30.055</td>\n",
" <td> 41.00</td>\n",
" <td> 5.0</td>\n",
" <td> 180</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Heavy Drizzle</th>\n",
" <td> 51.45</td>\n",
" <td> 93.5</td>\n",
" <td> 0.000</td>\n",
" <td> 29.910</td>\n",
" <td> 53.35</td>\n",
" <td> 0.1</td>\n",
" <td> 295</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Heavy Rain</th>\n",
" <td> 64.40</td>\n",
" <td> 89.0</td>\n",
" <td> 0.100</td>\n",
" <td> 30.000</td>\n",
" <td> 66.20</td>\n",
" <td> 2.0</td>\n",
" <td> 250</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Heavy Snow</th>\n",
" <td> 29.45</td>\n",
" <td> 87.0</td>\n",
" <td> 0.060</td>\n",
" <td> 29.620</td>\n",
" <td> 32.55</td>\n",
" <td> 0.2</td>\n",
" <td> 320</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Heavy Thunderstorms and Rain</th>\n",
" <td> 66.20</td>\n",
" <td> 88.0</td>\n",
" <td> 0.190</td>\n",
" <td> 29.875</td>\n",
" <td> 70.80</td>\n",
" <td> 1.5</td>\n",
" <td> 265</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Heavy Thunderstorms and Snow</th>\n",
" <td> 30.20</td>\n",
" <td> 87.0</td>\n",
" <td> 0.100</td>\n",
" <td> 29.650</td>\n",
" <td> 33.80</td>\n",
" <td> 0.2</td>\n",
" <td> 320</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ice Pellets</th>\n",
" <td> 19.40</td>\n",
" <td> 74.0</td>\n",
" <td> 0.030</td>\n",
" <td> 30.090</td>\n",
" <td> 26.60</td>\n",
" <td> 1.0</td>\n",
" <td> 100</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Light Drizzle</th>\n",
" <td> 44.60</td>\n",
" <td> 88.0</td>\n",
" <td> 0.000</td>\n",
" <td> 29.940</td>\n",
" <td> 48.20</td>\n",
" <td> 3.0</td>\n",
" <td> 270</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Light Freezing Drizzle</th>\n",
" <td> 23.00</td>\n",
" <td> 86.0</td>\n",
" <td> 0.000</td>\n",
" <td> 29.930</td>\n",
" <td> 28.40</td>\n",
" <td> 2.5</td>\n",
" <td> 170</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Light Freezing Rain</th>\n",
" <td> 24.45</td>\n",
" <td> 80.0</td>\n",
" <td> 0.010</td>\n",
" <td> 29.950</td>\n",
" <td> 30.20</td>\n",
" <td> 5.0</td>\n",
" <td> 130</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Light Ice Pellets</th>\n",
" <td> 19.40</td>\n",
" <td> 74.0</td>\n",
" <td> 0.000</td>\n",
" <td> 30.120</td>\n",
" <td> 28.40</td>\n",
" <td> 8.0</td>\n",
" <td> 90</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Light Rain</th>\n",
" <td> 48.00</td>\n",
" <td> 87.0</td>\n",
" <td> 0.010</td>\n",
" <td> 29.950</td>\n",
" <td> 51.80</td>\n",
" <td> 6.0</td>\n",
" <td> 180</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Light Snow</th>\n",
" <td> 26.60</td>\n",
" <td> 81.0</td>\n",
" <td> 0.000</td>\n",
" <td> 30.060</td>\n",
" <td> 32.00</td>\n",
" <td> 3.0</td>\n",
" <td> 290</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Light Thunderstorms and Rain</th>\n",
" <td> 64.40</td>\n",
" <td> 86.5</td>\n",
" <td> 0.030</td>\n",
" <td> 29.905</td>\n",
" <td> 70.00</td>\n",
" <td> 6.0</td>\n",
" <td> 170</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Mostly Cloudy</th>\n",
" <td> 53.10</td>\n",
" <td> 61.0</td>\n",
" <td> 0.000</td>\n",
" <td> 30.010</td>\n",
" <td> 66.00</td>\n",
" <td> 10.0</td>\n",
" <td> 170</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Overcast</th>\n",
" <td> 44.10</td>\n",
" <td> 73.0</td>\n",
" <td> 0.000</td>\n",
" <td> 29.990</td>\n",
" <td> 51.10</td>\n",
" <td> 10.0</td>\n",
" <td> 180</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Partly Cloudy</th>\n",
" <td> 39.90</td>\n",
" <td> 54.0</td>\n",
" <td> 0.000</td>\n",
" <td> 30.090</td>\n",
" <td> 59.00</td>\n",
" <td> 10.0</td>\n",
" <td> 190</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Rain</th>\n",
" <td> 52.00</td>\n",
" <td> 88.0</td>\n",
" <td> 0.065</td>\n",
" <td> 29.860</td>\n",
" <td> 55.40</td>\n",
" <td> 3.0</td>\n",
" <td> 180</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Scattered Clouds</th>\n",
" <td> 54.00</td>\n",
" <td> 55.0</td>\n",
" <td> 0.000</td>\n",
" <td> 30.040</td>\n",
" <td> 68.00</td>\n",
" <td> 10.0</td>\n",
" <td> 180</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Snow</th>\n",
" <td> 28.40</td>\n",
" <td> 87.0</td>\n",
" <td> 0.075</td>\n",
" <td> 29.910</td>\n",
" <td> 32.00</td>\n",
" <td> 0.5</td>\n",
" <td> 300</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Squalls</th>\n",
" <td> 35.05</td>\n",
" <td> 80.0</td>\n",
" <td> 0.000</td>\n",
" <td> 30.075</td>\n",
" <td> 40.80</td>\n",
" <td> 8.5</td>\n",
" <td> 300</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Thunderstorm</th>\n",
" <td> 68.00</td>\n",
" <td> 69.0</td>\n",
" <td> 0.015</td>\n",
" <td> 29.850</td>\n",
" <td> 78.80</td>\n",
" <td> 10.0</td>\n",
" <td> 160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Thunderstorms and Rain</th>\n",
" <td> 64.00</td>\n",
" <td> 88.0</td>\n",
" <td> 0.070</td>\n",
" <td> 29.860</td>\n",
" <td> 68.00</td>\n",
" <td> 3.0</td>\n",
" <td> 200</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Unknown</th>\n",
" <td> 22.05</td>\n",
" <td> 51.5</td>\n",
" <td> 0.000</td>\n",
" <td> 29.985</td>\n",
" <td> 39.00</td>\n",
" <td> 9.5</td>\n",
" <td> 215</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 20,
"text": [
" Dew PointF Humidity PrecipitationIn \\\n",
"Conditions \n",
"Clear 33.10 64.0 0.000 \n",
"Drizzle 50.00 93.0 0.000 \n",
"Fog 55.65 94.0 0.000 \n",
"Haze 34.55 80.0 0.000 \n",
"Heavy Drizzle 51.45 93.5 0.000 \n",
"Heavy Rain 64.40 89.0 0.100 \n",
"Heavy Snow 29.45 87.0 0.060 \n",
"Heavy Thunderstorms and Rain 66.20 88.0 0.190 \n",
"Heavy Thunderstorms and Snow 30.20 87.0 0.100 \n",
"Ice Pellets 19.40 74.0 0.030 \n",
"Light Drizzle 44.60 88.0 0.000 \n",
"Light Freezing Drizzle 23.00 86.0 0.000 \n",
"Light Freezing Rain 24.45 80.0 0.010 \n",
"Light Ice Pellets 19.40 74.0 0.000 \n",
"Light Rain 48.00 87.0 0.010 \n",
"Light Snow 26.60 81.0 0.000 \n",
"Light Thunderstorms and Rain 64.40 86.5 0.030 \n",
"Mostly Cloudy 53.10 61.0 0.000 \n",
"Overcast 44.10 73.0 0.000 \n",
"Partly Cloudy 39.90 54.0 0.000 \n",
"Rain 52.00 88.0 0.065 \n",
"Scattered Clouds 54.00 55.0 0.000 \n",
"Snow 28.40 87.0 0.075 \n",
"Squalls 35.05 80.0 0.000 \n",
"Thunderstorm 68.00 69.0 0.015 \n",
"Thunderstorms and Rain 64.00 88.0 0.070 \n",
"Unknown 22.05 51.5 0.000 \n",
"\n",
" Sea Level PressureIn TemperatureF \\\n",
"Conditions \n",
"Clear 30.140 48.00 \n",
"Drizzle 29.640 52.00 \n",
"Fog 30.035 57.20 \n",
"Haze 30.055 41.00 \n",
"Heavy Drizzle 29.910 53.35 \n",
"Heavy Rain 30.000 66.20 \n",
"Heavy Snow 29.620 32.55 \n",
"Heavy Thunderstorms and Rain 29.875 70.80 \n",
"Heavy Thunderstorms and Snow 29.650 33.80 \n",
"Ice Pellets 30.090 26.60 \n",
"Light Drizzle 29.940 48.20 \n",
"Light Freezing Drizzle 29.930 28.40 \n",
"Light Freezing Rain 29.950 30.20 \n",
"Light Ice Pellets 30.120 28.40 \n",
"Light Rain 29.950 51.80 \n",
"Light Snow 30.060 32.00 \n",
"Light Thunderstorms and Rain 29.905 70.00 \n",
"Mostly Cloudy 30.010 66.00 \n",
"Overcast 29.990 51.10 \n",
"Partly Cloudy 30.090 59.00 \n",
"Rain 29.860 55.40 \n",
"Scattered Clouds 30.040 68.00 \n",
"Snow 29.910 32.00 \n",
"Squalls 30.075 40.80 \n",
"Thunderstorm 29.850 78.80 \n",
"Thunderstorms and Rain 29.860 68.00 \n",
"Unknown 29.985 39.00 \n",
"\n",
" VisibilityMPH WindDirDegrees \n",
"Conditions \n",
"Clear 10.0 180 \n",
"Drizzle 0.5 110 \n",
"Fog 0.2 110 \n",
"Haze 5.0 180 \n",
"Heavy Drizzle 0.1 295 \n",
"Heavy Rain 2.0 250 \n",
"Heavy Snow 0.2 320 \n",
"Heavy Thunderstorms and Rain 1.5 265 \n",
"Heavy Thunderstorms and Snow 0.2 320 \n",
"Ice Pellets 1.0 100 \n",
"Light Drizzle 3.0 270 \n",
"Light Freezing Drizzle 2.5 170 \n",
"Light Freezing Rain 5.0 130 \n",
"Light Ice Pellets 8.0 90 \n",
"Light Rain 6.0 180 \n",
"Light Snow 3.0 290 \n",
"Light Thunderstorms and Rain 6.0 170 \n",
"Mostly Cloudy 10.0 170 \n",
"Overcast 10.0 180 \n",
"Partly Cloudy 10.0 190 \n",
"Rain 3.0 180 \n",
"Scattered Clouds 10.0 180 \n",
"Snow 0.5 300 \n",
"Squalls 8.5 300 \n",
"Thunderstorm 10.0 160 \n",
"Thunderstorms and Rain 3.0 200 \n",
"Unknown 9.5 215 "
]
}
],
"prompt_number": 20
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"So now we can print all that data. It's easiest to see as a bar chart."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"by_condition.plot(kind='bar', subplots=True, figsize=(15, 20))"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 21,
"text": [
"array([<matplotlib.axes.AxesSubplot object at 0x10a07ab10>,\n",
" <matplotlib.axes.AxesSubplot object at 0x10b0d5390>,\n",
" <matplotlib.axes.AxesSubplot object at 0x10b0f8110>,\n",
" <matplotlib.axes.AxesSubplot object at 0x10a490750>,\n",
" <matplotlib.axes.AxesSubplot object at 0x10a4a93d0>,\n",
" <matplotlib.axes.AxesSubplot object at 0x10a4cca50>,\n",
" <matplotlib.axes.AxesSubplot object at 0x10ace5050>], dtype=object)"
]
},
{
"metadata": {},
"output_type": "display_data",
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Px6OJEyeqa9eukqSXX35Z0dHR6t+/v7p166ZJkybppJNO0uWXX64BAwa0Oebx/eyON2vW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Fys5OTkUEcDAAzAKYIAAFOF/LTJDz74QJ9++qkqKip09dVXKz4+Xh9++GGV11x66aXq3r17KGMB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\nAAApgPIGAAAAACng/wCd8LmOkJfXIQAAAABJRU5ErkJggg==\n",
"text": [
"<matplotlib.figure.Figure at 0x10a0a3110>"
]
}
],
"prompt_number": 21
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"We can also look at just one (or several) columns at once."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"by_condition.sort('TemperatureF', ascending=False)['TemperatureF'].plot(kind='bar', figsize=(15, 5))"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 22,
"text": [
"<matplotlib.axes.AxesSubplot at 0x10b962d10>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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BP85yCp3FoIcDBw5oyZIlisViqqys1Lp16xSLxVRaWqrZs2eHLtfV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\nYqDD8dhMtq4AAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x10b0dbcd0>"
]
}
],
"prompt_number": 22
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"Let's look at precipitation next. Somewhat predictably, it's at it's highest when the condition involves rain or snow."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"by_condition.sort('PrecipitationIn', ascending=False)['PrecipitationIn'].plot(kind='bar', figsize=(15, 5))"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 23,
"text": [
"<matplotlib.axes.AxesSubplot at 0x10ce6bf50>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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+HL995MiRkzZdJ/vaaDTa4+8h6YQHCQAAAADWnfKTN0nas2dPfKfIO++8U6NG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\nAf8C4FrqEo0tXZ4AAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x10cea3dd0>"
]
}
],
"prompt_number": 23
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"We can also plot time-series data. Here, the time series is our ID, so we could just plot everything at once. That's very noisy, so let's instead focus on temperature."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"weather['TemperatureF'].plot(figsize=(15, 5))"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 24,
"text": [
"<matplotlib.axes.AxesSubplot at 0x10ce6d550>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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UYwGRmIJ5539txddfOgg/EIgBdCSN9js8yhquaF1mJQaLHnaflIsKP958Ao9v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\nGEf+A09YgmKlesuhAAAAAElFTkSuQmCC\n",
"text": [
"<matplotlib.figure.Figure at 0x10dcb2810>"
]
}
],
"prompt_number": 24
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"We can resample any of these data, `D` here is for day - so this is the median temperature for each day all year. You can do multiples here, `M` for month, `15D` for 15-day, et cetera."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"import numpy as np\n",
"\n",
"temp_humid = weather[['TemperatureF', 'Humidity']]\n",
"temp_humid.resample('1M', np.median).plot(figsize=(15, 5), secondary_y=['Humidity'])"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 25,
"text": [
"<matplotlib.axes.AxesSubplot at 0x10dc8cbd0>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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7e+m7C3E5nU7PX1/by013JhAQ7Gbw42cfKeXQ7gJWPJxi0A5jb2paOvhbRiVZ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\nuxXir5kAAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x10e341e90>"
]
}
],
"prompt_number": 25
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"We can also see when it's snowing or not, by adding another column to the weather data"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"weather['Snowing?'] = weather['Conditions'].str.contains('Snow')\n",
"weather['Snowing?'][:5]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 26,
"text": [
"DateUTC\n",
"2013-01-01 00:05:00-06:00 True\n",
"2013-01-01 00:14:00-06:00 True\n",
"2013-01-01 00:36:00-06:00 True\n",
"2013-01-01 00:51:00-06:00 True\n",
"2013-01-01 01:02:00-06:00 True\n",
"Name: Snowing?, dtype: bool"
]
}
],
"prompt_number": 26
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"weather['Raining?'] = weather['Conditions'].str.contains('Rain')\n",
"weather['Raining?'][:5]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 27,
"text": [
"DateUTC\n",
"2013-01-01 00:05:00-06:00 False\n",
"2013-01-01 00:14:00-06:00 False\n",
"2013-01-01 00:36:00-06:00 False\n",
"2013-01-01 00:51:00-06:00 False\n",
"2013-01-01 01:02:00-06:00 False\n",
"Name: Raining?, dtype: bool"
]
}
],
"prompt_number": 27
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "notes"
}
},
"source": [
"And finally, we can plot all this data to see that it does indeed snow more in the winter than the summer."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"types_of_precip = weather[['Snowing?', 'Raining?', 'TemperatureF']]\n",
"types_of_precip.resample('15D', np.mean).plot(secondary_y=['Snowing?', 'Raining?'], figsize=(15, 5))"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 28,
"text": [
"<matplotlib.axes.AxesSubplot at 0x10e376410>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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2DflZZWlpyeDBg1m6dOk9r5EhoPdHPrUaiGiNlqAqruhpbWlOiKcdv129WUNR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\nenqiVCpRKpW4u7uTnJxc4X0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Scgk0gSGgAN19HTgan2HsMEQF8nILSU3JxsuAC6aYCgsL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u/pzj0+8pO/fJtcJmNFWgDvZ1s/j0UlBFCUV2vXZVRsRSSAoyBjVjhxqQb+/dYxujr7lwMoajAS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\nbqavr4/Y2FgmTpzIzp07SU5OJiYmhmnTpjFjxgzS0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"text": [
"<matplotlib.figure.Figure at 0x10ced0110>"
]
}
],
"prompt_number": 28
}
],
"metadata": {}
}
]
}
Raw
pharmacies.csv
id name address_1 address_2 city st zip phone npi nabp latitude longitude
604898809 50-Plus LTC Pharmacy 209-1/2 Lexington Independence MO 64050 816-833-4400 1245318252 2633217 39.092064 -94.417435
600060404 A & B Prescription Shop, Inc 201 East Monroe Mexico MO 65265 573-581-1350 1720138837 2604052 39.172847 -91.881827
606646503 Accredo Health Group Inc 749 Goddard Avenue 1620 Century Center Parkway Chesterfield MO 63005 636-530-1514 1932158557 2628432 38.670744 -90.635537
606432003 Accurate Rx Pharmacy 3600 Interstate 70 Drive Southeast Ste F 1620 Century Center Parkway Columbia MO 65201 573-256-4279 1700018488 2638786 38.961052 -92.284152
608271102 Adrian Kreisler Drug 21 East Main St PO Box 490 Adrian MO 64720 816-297-8833 1477659779 2630704 38.397295 -94.352655
601827405 Advance Pharmacy 110 South Oak Street PO Box 490 Advance MO 63730 573-722-3562 1033150891 2619976 37.104547 -89.909254
605768605 Advanced Health Care Pharmac 2002 Kanell Boulevard PO Box 490 Poplar Bluff MO 63901 573-778-1608 1477518355 2634548 36.767132 -90.415541
606348308 Advantage Pharmacy 301 East Price Avenue Suite B 5401 South Sheridan Road Savannah MO 64485 816-324-1229 1336343227 2637431 39.939427 -94.821497
609945902 Affinity Biotech, Inc 1001 East 101st Terrace Suite 240 5401 South Sheridan Road Kansas City MO 64131 816-994-3652 1417182221 2638572 38.94283 -94.578743
600133607 Albers Medical Pharmacy 4400 Broadway Suite 106 5401 South Sheridan Road Kansas City MO 64111 816-931-0100 1578681656 2613861 39.047781 -94.591891
600118905 Allen Street Apothecary 36 North Allen 5401 South Sheridan Road Bonne Terre MO 63628 573-358-3311 1124126156 2615447 37.922309 -90.550495
606075505 Alps Pharmacy #1 2650 West Kearney Suite 116 5401 South Sheridan Road Springfield MO 65803 417-865-1547 1194767970 2635350 37.241172 -93.328166
606331502 Am Home Medical Equipment And Supplies LLC 112 West Third 5401 South Sheridan Road Milan MO 63556 660-265-1078 1619039997 2637619 40.20202 -93.124815
603837808 Apothecare Health Srvs Inc 103 D South Maple St 5401 South Sheridan Road Eldon MO 65026 573-392-5355 1295890739 2632126 38.349437 -92.579479
606681708 Apothecary (The) Suite G-38 1400 Highway 61 South Festus MO 63028 636-933-1600 1003851239 2628610 38.196542 -90.395019
601426000 Apothecary Pharmacy 1517 St Joseph Avenue 1400 Highway 61 South St Joseph MO 64505 816-279-2590 1144376146 2610310 39.777587 -94.855102
606470805 Apothecary Shop of St Louis 4008 Wedgeway Court 1400 Highway 61 South Earth City MO 63045 314-227-2560 1356673222 2638976 38.765541 -90.461715
600054308 Arcadia Valley Drug 124 West Russell St PO Box 167 Ironton MO 63650 573-546-7915 1578542924 2607022 37.597264 -90.627864
601689003 Ash Grove Pharmacy 490 North Medical Drive PO Box 167 Ash Grove MO 65604 417-751-2111 1053425025 2619229 37.320484 -93.566871
603177007 Ashland Pharmacy 113 East Broadway PO Box 167 Ashland MO 65010 573-657-2600 1508863903 2629218 38.774826 -92.261768
602491102 Auburn Pharmacy 4201 South Noland Road PO Box 167 Independence MO 64055 816-478-3089 1720032642 2624840 39.043797 -94.415068
608308508 Auburn Pharmacy 16611 East 23rd Street PO Box 167 Independence MO 64055 816-833-8629 1902958531 2630831 39.077729 -94.381818
606121705 Auburn Pharmacy 9107 Northwest 45 Highway PO Box 167 Parkville MO 64152 816-587-2211 1427109156 2635398 39.210696 -94.687283
600282800 Aurora Professional Pharmacy 124 South Madison PO Box 351 Aurora MO 65605 417-678-4136 1609865047 2602224 36.974637 -93.720759
600095905 Austin Plaza Pharmacy 108 Frizzell Street PO Box 351 Potosi MO 63664 573-438-2349 1366545592 2609571 37.932259 -90.780558
600123301 Ava Drug #8003 124 West Washington Avenue PO Box 351 Ava MO 65608 417-683-4127 1497785398 2601981 36.952288 -92.660683
600724223 Barnes-Jewish Hosp Pharmacy 216 S Kingshighway Blvd PO Box 351 St Louis MO 63110 314-362-5339 1871609784 2629080 38.638577 -90.265539
604873703 Barnes-Jewish St Peters Hospital Outpatient Pharmacy #6 Jungermann Cir Room 115 PO Box 351 St Peters MO 63376 636-916-9790 1689780595 2632796 38.793575 -90.578299
600098404 Beauton Drug Shop 124 North Washington PO Box 351 East Prairie MO 63845 573-649-3923 1891838959 2606020 36.779407 -89.385797
600657803 Beckwith Pharmacy 107 N Lincoln Dr PO Box 204 Troy MO 63379 636-528-8462 1619902343 2613900 38.983562 -90.969821
602953408 Bellevue Pharmacy Solutions 1034 South Brentwood PO Box 204 St Louis MO 63117 314-727-8787 1245342245 2627430 38.636375 -90.345542
600308605 Benders Prescription Shop 3829 Frederick Avenue PO Box 204 St Joseph MO 64508 816-279-1668 1376530212 2603137 39.777161 -94.799626
601425200 Berlener Pharmacy 219 East First Street PO Box 204 Hermann MO 65041 573-486-2612 1467570093 2606789 38.706784 -91.435614
600121420 Best Buy Pharmacy of Bowling PO Box 442 1106 Business Highway 61 South Bowling Green MO 63334 573-324-3383 1366424491 2616538 39.333329 -91.192213
600201206 Beverly Hills Pharmacy 7150 Natural Bridge 1106 Business Highway 61 South St Louis MO 63121 314-381-8600 1467488056 2624016 38.700402 -90.29131
608713103 Bi-Lo Pharmacy 410 East Young 1106 Business Highway 61 South Warrensburg MO 64093 660-429-6650 1295749133 2631275 38.770742 -93.731197
608521308 Bings Cash Saver Pharmacy 1701 East Broadway 1106 Business Highway 61 South Sedalia MO 65301 660-826-2000 1831235944 2630944 38.703597 -93.206451
600200000 Bings Rexall Drug 14th And Limit 1106 Business Highway 61 South Sedalia MO 65301 660-826-2133 1467502427 2609862 38.700718 -93.250519
608567806 Bioscrip Pharmacy 115A North Euclid Avenue 1106 Business Highway 61 South St Louis MO 63108 314-644-1020 1518960665 2631061 38.642114 -90.262056
602771404 Bioscrip Pharmacy 4620 J C Nichols Parkway Suite 417 1106 Business Highway 61 South Kansas City MO 64112 816-561-1933 1699778738 2626414 39.043349 -94.588451
600658009 Birdsong Pharmacy Inc 101 East St Louis Street 1106 Business Highway 61 South Pacific MO 63069 636-257-2050 1972617942 2609254 38.482204 -90.74119
600744502 Bisceglia Pharmacy 540 East 99th Street 1106 Business Highway 61 South Kansas City MO 64131 816-942-2884 1184786048 2603668 38.948506 -94.584657
603805607 BJC Behavioral Health Services Pharmacy 1430 Olive Suite 500 1106 Business Highway 61 South St Louis MO 63103 314-206-3700 1033226659 2626349 38.630255 -90.2009
602514408 BJC Home Care Services Pharmacy 1935 Beltway Drive 1106 Business Highway 61 South Overland MO 63114 314-953-2000 1063422715 2625056 38.69135 -90.34927
600245500 Blue Springs Price Chopper Pharmacy 1100 South 7 Highway 1106 Business Highway 61 South Blue Springs MO 64015 816-229-3252 1295895233 2604901 39.00549 -94.27263
600096705 Bolerjack Drug 124 West 2nd Street PO Box 999 Mountain View MO 65548 417-934-2023 1457453896 2608959 36.995841 -91.70363
600304505 Bond Pharmacy Inc 703 West Buchanan Street PO Box 999 California MO 65018 573-796-3145 1366471153 2625563 38.628208 -92.575583
607935608 Boone Plaza Pharmacy 1600 East Broadway PO Box 999 Columbia MO 65201 573-815-6248 1942317565 2629636 38.950496 -92.316925
600098800 Boring Rexall Drug 163 Main Street PO Box 278 Warsaw MO 65355 660-438-5162 1043309263 2600080 38.241115 -93.380761
600247431 Bourbon Drugs 386 East Pine Street PO Box 70 Bourbon MO 65441 573-732-4921 1649391020 2614926 38.15365 -91.245464
600446900 Bowling Green Pharmacy 8 North Court PO Box 70 Bowling Green MO 63334 573-324-2112 1518941509 2603199 39.342198 -91.195112
608271201 Bradford Pharmacy 307 Kentucky Avenue PO Box 70 West Plains MO 65775 417-256-7533 1134101009 2630641 36.730958 -91.8764
600203616 Branson Drug 101 East Main PO Box 70 Branson MO 65616 417-334-3187 1285746313 2613582 36.644293 -93.216823
601919202 Britts Central Drug Store 728 Main PO Box 630 Concordia MO 64020 660-463-2519 1265644827 2620462 38.981915 -93.568421
600200208 Broadway Prescription Shop 710 Broadway PO Box 630 Cape Girardeau MO 63701 573-335-8207 1265421663 2605244 37.306786 -89.526835
600057103 Brown Prescription Drug 149 Crown Hill Road PO Box 630 Excelsior Springs MO 64024 816-637-3188 1003853581 2606133 39.33983 -94.24898
600057202 Browns Pharmacy Inc Route 4 Box 4278 PO Box 630 Ellington MO 63638 573-663-7707 1518978022 2616778 37.243526 -90.966266
600282917 Bruner Pharmacy 102 South Main PO Box 9 Carl Junction MO 64834 417-649-7021 1629025127 2613897 37.176623 -94.565127
600282909 Bruner Pharmacy 101 West Daugherty PO Box 9 Webb City MO 64870 417-673-4663 1568551786 2601854 37.147451 -94.463166
600093801 Bruner Pharmacy, Inc. 321 Broadway PO Box 9 Monett MO 65708 417-235-3139 1336285121 2602236 36.920506 -93.924084
601398803 Buntins Pharmacy 1513 Union Avenue PO Box 9 Moberly MO 65270 660-263-6611 1669513594 2618354 39.423721 -92.413441
606258903 Burrell Pharmacy 1300 East Bradford Parkway PO Box 9 Springfield MO 65804 417-875-7401 1881659894 2636554 37.146502 -93.275701
600305510 Burton Creek Pharmacy 805 Kentucky Suite 2 PO Box 9 West Plains MO 65775 417-256-2274 1427043413 2618722 36.735283 -91.875802
600201404 Butler Drug Store 222 East Main Street PO Box 9 Portageville MO 63873 573-379-5469 1194724880 2609545 36.42554 -89.700244
601348303 Butler Hometown Pharmacy 11 South Orange Street PO Box 9 Butler MO 64730 660-679-4591 1265525059 2605143 38.256675 -94.343075
600744700 Butler Pharmacy & Gift 18 North Delaware Street PO Box 9 Butler MO 64730 660-679-4175 1326041336 2613467 38.256804 -94.333356
601710403 C & C Discount Drug 401 Wollard Boulevard PO Box 9 Richmond MO 64085 816-776-6926 1265544563 2617960 39.272795 -93.960061
600155808 Cardinal Glennon Children's Hospital Pharmacy 1465 South Grand Avenue PO Box 97 St Louis MO 63104 314-577-5677 1609969880 2614217 38.621047 -90.238723
606277408 Careplus CVS/Pharmacy #1438 32 North Euclid Avenue PO Box 97 St Louis MO 63108 314-454-1214 1790860138 2636984 38.641289 -90.261828
600124408 Carman & Hess/Simmons & Graham Pharmacy 101 North Main Street PO Box 97 Charleston MO 63834 573-683-3366 1497898928 2613239 36.923554 -89.349911
600118004 Carondelet Pharmacy Suite 120 1000 Carondelet Drive Kansas City MO 64114 816-943-4879 1285629139 2629597 38.93548 -94.60387
600248009 Cedar Hill Drug 6773 Mall Drive PO Box 34 Cedar Hill MO 63016 636-274-3111 1659398410 2605434 38.3512 -90.650772
600097604 Center Pharmacy Inc 4357 Northeast Chouteau Trafficway PO Box 34 Kansas City MO 64117 816-453-0200 1083629612 2608036 39.173164 -94.535159
606185205 Centric Health Resources Inc 17877 Chesterfield Airport Road PO Box 34 Chesterfield MO 63005 866-849-4481 1548264591 2635956 38.669001 -90.630193
600931604 Childrens Mercy Hospital Pharmacy 2401 Gillham Road PO Box 34 Kansas City MO 64108 816-234-3000 1356408520 2613429 39.083368 -94.57865
605864305 Choice Pharmacy Systems LLC 6437 North Cosby Avenue PO Box 34 Kansas City MO 64151 816-505-4410 1447362447 2634613 39.212176 -94.646278
605687102 Christian Health Care Pharma 1328 East Evergreen PO Box 34 Springfield MO 65803 417-889-6357 1033197041 2634447 37.249828 -93.272158
600095418 City Pharmacy Inc 229 North Main Street PO Box 128 Slater MO 65349 660-529-2255 1376569228 2604393 39.220608 -93.061297
600119309 Clark County Pharmacy Inc 250 South Johnson Street PO Box 128 Kahoka MO 63445 660-727-2214 1811022049 2603036 40.418861 -91.719739
601927205 Clarkson Square Pharmacy Inc 1737 Clarkson Rd. PO Box 128 Chesterfield MO 63017 636-532-6060 1972698520 2620309 38.642825 -90.567208
602252611 Clayton Health Services Pharmacy West 1035 Bellevue Avenue PO Box 128 St Louis MO 63117 314-768-8870 1013096510 2627620 38.632759 -90.312247
606323004 Clear Stream LTC LLC 2210 Barron Road Suite B-012 PO Box 128 Poplar Bluff MO 63901 573-686-4556 1659575983 2637443 36.789319 -90.428333
600399901 Clevengers Drug Store 225 South Third PO Box 128 Hayti MO 63851 800-217-1646 1669517215 2606777 36.232722 -89.749317
600383608 Clinic Pharmacy 901 Kidwell Drive PO Box 128 Versailles MO 65084 573-378-4661 1922032903 2612326 38.42715 -92.853048
603807603 Cole Camp Pharmacy 106 South Maple PO Box 100 Cole Camp MO 65325 660-668-4646 1619982246 2632075 38.459143 -93.202766
600129407 Colonial Village Pharmacy 7945 Big Bend Boulevard PO Box 680 Webster Groves MO 63119 314-962-1065 1720091598 2616437 38.594207 -90.335346
600447304 Community Pharmacy, Inc. 900 South Adams PO Box 680 Nevada MO 64772 417-667-6044 1013081090 2608985 37.829955 -94.360909
600053102 Convenient Care 1000 East Primrose PO Box 680 Springfield MO 65807 417-269-5585 1568512986 2626870 37.146895 -93.282016
606772705 Convenient Care Pharmacy #3 3800 South National PO Box 680 Springfield MO 65807 417-269-5988 1689744781 2628723 37.145505 -93.277734
602329302 Convenient Care, Inc. 1443 North Robberson PO Box 680 Springfield MO 65802 417-269-8880 1962562108 2623925 37.224865 -93.290835
600061527 Cooper Drug Store North Hwy 63 PO Box 143 Thayer MO 65791 417-264-7115 1457482788 2625397 36.515118 -91.541857
602199002 Coram Alternate Site Services, Inc. 8248 Lackland Road Suite 101 St Louis MO 63114 314-656-5110 1366475022 2630134 38.703023 -90.334467
606046100 Coram Specialty Infusion Services 3930 South Providence Road Suite B 8248 Lackland Road Suite 101 Columbia MO 65203 314-522-2800 1578589073 2634738 38.90739 -92.334654
602895104 Corner Drug Store (The) 308 West Dallas Buffalo MO 65622 417-345-6500 1831294792 2627264 37.640136 -93.094771
607781606 Corum Health Services Suite 140 14805 North Outer 40 Road Chesterfield MO 63017 636-733-7300 1447245378 2629484 38.650144 -90.544021
606120509 Country Care Pharmacy of Neosho 1504 North Business 71 Highway 14805 North Outer 40 Road Neosho MO 64850 417-451-9301 1316041353 2635487 36.879462 -94.397181
606265502 Country Mart 301 TJ Stewart Drive 14805 North Outer 40 Road Park Hills MO 63601 573-431-8537 1831258839 2637265 37.851462 -90.521394
608853404 Country Mart 50 Berry Road 14805 North Outer 40 Road Bonne Terre MO 63628 573-358-0099 1164598827 2631263 37.922582 -90.540747
601586605 Country Mart Pharmacy #2151 190 Plaza Drive 14805 North Outer 40 Road Ste Genevieve MO 63670 573-883-3524 1700020112 2638558 37.967639 -90.050237
606197705 Country Mart Pharmacy #2416 508 East 5th Street PO Box 509 Dixon MO 65459 573-759-3073 1083695902 2636100 37.997592 -92.083888
604623405 Country Mart Pharmacy #2425 43 East Highway 8 PO Box 509 Steelville MO 65565 573-775-4666 1952382913 2632645 37.967732 -91.352959
603779703 Country Mart Pharmacy #2442 1204 East Hwy 32 PO Box 748 Salem MO 65560 573-729-4091 1093706632 2631960 37.635609 -91.522641
606456002 Country Mart Pharmacy #73 15720 US Highway 160 PO Box 748 Forsyth MO 65653 417-546-2501 1861721227 2638938 36.691991 -93.120029
605380906 Countryside Pharmacy 402 East Price PO Box 147 Savannah MO 64485 816-324-5111 1730174616 2634144 39.939133 -94.820096
604867606 Court Square Pharmacy 101 E Third St PO Box 414 Gainesville MO 65655 417-679-2650 1518001296 2633166 36.603047 -92.427709
605216308 Critical Care Systems Inc 1850 Lackland Hill Parkway PO Box 414 St Louis MO 63146 314-991-2400 1356379937 2633786 38.694578 -90.414856
606378701 CVS Pharmacy #04088 3351 Southwest 3rd Street PO Box 414 Lees Summit MO 64081 816-966-1455 1982870473 2637948 38.912984 -94.449034
601654502 CVS Pharmacy #05645 930 North Belt Highway PO Box 414 St Joseph MO 64506 816-233-1353 1114026424 2632227 39.775749 -94.803464
600198857 CVS Pharmacy #05661 409 East North Avenue PO Box 414 Belton MO 64012 816-331-9716 1033218342 2618417 38.814216 -94.527768
602804809 CVS Pharmacy #05693 8421 Northwest Prairie View Road PO Box 414 Kansas City MO 64153 816-746-1933 1851490163 2626387 39.247353 -94.6609
600198808 CVS Pharmacy #05697 3902 Main Street PO Box 414 Kansas City MO 64111 816-931-5452 1588764922 2600270 39.056456 -94.586291
606386407 CVS Pharmacy #4754 909 Chestnut Suite 105 PO Box 414 St Louis MO 63101 847-783-0342 1750551404 2638091 38.627482 -90.194195
600198840 CVS Pharmacy #5655 1901 West Kansas Street PO Box 414 Liberty MO 64068 816-781-0035 1740380021 2617617 39.244354 -94.450346
606456101 CVS Pharmacy #5669 7320 Gravois Avenue PO Box 414 St Louis MO 63116 314-351-6728 1265769087 2638899 38.564283 -90.293951
606457109 CVS Pharmacy #5689 15846 Manchester Road PO Box 414 Ellisville MO 63011 636-527-6074 1427385236 2638914 38.592469 -90.584434
600282701 CVS Pharmacy #8430 3825 South Noland Road PO Box 414 Independence MO 64055 816-254-6002 1437222064 2637049 39.051335 -94.414702
600282206 CVS Pharmacy #8543 1914 Swift Avenue PO Box 414 North Kansas City MO 64116 816-221-1603 1538103908 2636631 39.14214 -94.577442
600660401 CVS Pharmacy #8553 10205 State Line Road PO Box 414 Kansas City MO 64114 816-942-0134 1396780391 2636718 38.944807 -94.607898
600660906 CVS Pharmacy #8554 6129 North Antioch Road PO Box 414 Gladstone MO 64118 816-453-2220 1205871209 2636782 39.204754 -94.548351
600661300 CVS Pharmacy #8555 4990 Northeast Vivion Road PO Box 414 Kansas City MO 64119 816-454-8800 1942243233 2636720 39.188128 -94.521301
600661201 CVS Pharmacy #8556 5314 Northwest 64th Street PO Box 414 Kansas City MO 64151 816-741-5576 1700820172 2636732 39.210655 -94.642375
608557401 CVS Pharmacy #8557 1900 NE Langford Road PO Box 414 Lees Summit MO 64063 816-554-9500 1164466538 2636807 38.916909 -94.336528
602226508 CVS Pharmacy #8559 3106 South Prospect PO Box 414 Kansas City MO 64128 816-861-2355 1891739264 2636706 39.069769 -94.55302
602048605 CVS Pharmacy #8563 300 South Commercial PO Box 414 Harrisonville MO 64701 816-380-6566 1619911088 2636744 38.653801 -94.358254
602172207 CVS Pharmacy #8564 17403 East US Highway 24 PO Box 414 Independence MO 64056 816-796-8769 1083658454 2636681 39.120106 -94.371855
606883403 CVS Pharmacy #8565 330 NE Barry Road PO Box 414 Kansas City MO 64155 816-436-5600 1437193802 2636768 39.24653 -94.576651
600661409 CVS Pharmacy #8566 5310 Blue Ridge Boulevard PO Box 414 Raytown MO 64133 816-313-1280 1588609580 2636693 39.025295 -94.442903
603967803 CVS Pharmacy #8567 5011 Main Street PO Box 414 Kansas City MO 64112 816-531-4699 1790729168 2636833 39.036348 -94.587076
602172108 CVS Pharmacy #8570 1616 North 7th Highway PO Box 414 Blue Springs MO 64015 816-228-6848 1174567549 2636679 39.03735 -94.271333
604883702 CVS Pharmacy #8571 4750 Lees Summit Road PO Box 414 Kansas City MO 64136 816-350-3886 1336183706 2636845 39.032986 -94.388234
605269505 CVS Pharmacy #8576 2435 East Independence Avenue PO Box 414 Kansas City MO 64124 816-483-6464 1245274612 2636857 39.10622 -94.55246
605438209 CVS Pharmacy #8577 4400 Northwest Barry Road PO Box 414 Kansas City MO 64153 816-587-8018 1538100433 2636883 39.246795 -94.631246
600281604 CVS Pharmacy #8578 6300 Prospect Avenue PO Box 414 Kansas City MO 64132 816-444-2922 1275577645 2636578 39.012372 -94.556354
605363803 CVS Pharmacy #8579 751 NE Woods Chapel PO Box 414 Lees Summit MO 64064 816-524-8840 1629019526 2636871 38.982428 -94.361776
600660005 CVS Pharmacy #8583 4531 Troost PO Box 414 Kansas City MO 64110 816-756-5005 1346284718 2636770 39.044706 -94.572602
600281208 CVS Pharmacy #8587 1735 South Glenstone PO Box 414 Springfield MO 65804 417-881-7651 1366486730 2636566 37.183242 -93.262585
600282107 CVS Pharmacy #8590 315 West 75th Street PO Box 414 Kansas City MO 64114 816-361-4668 1629012091 2636629 38.992191 -94.59398
600281802 CVS Pharmacy #8592 921 Main Street PO Box 414 Kansas City MO 64105 816-842-2514 1992749360 2636592 39.10271 -94.582853
600282008 CVS Pharmacy #8594 5901 Independence PO Box 414 Kansas City MO 64125 816-231-2033 1710921184 2636617 39.104847 -94.512853
606200103 CVS Pharmacy #8595 1215 North Fox Ridge Drive PO Box 414 Raymore MO 64083 816-318-8022 1154365526 2636895 38.811799 -94.475397
606233302 CVS Pharmacy #8596 601 South Jefferson PO Box 414 Kearney MO 64060 816-635-9001 1447291349 2636908 39.367113 -94.361523
600282305 CVS Pharmacy #8598 9005 East 350 Highway PO Box 414 Raytown MO 64133 816-356-4881 1447294814 2636643 38.996859 -94.477638
600282503 CVS Pharmacy #8607 12000 South 71 Highway PO Box 414 Grandview MO 64030 816-761-1671 1356385728 2636655 38.906846 -94.524584
608157103 CVS Pharmacy #8609 7003 Bannister Road PO Box 414 Kansas City MO 64134 816-761-7715 1255375622 2636794 38.952145 -94.507074
606062305 CVS/Pharmacy #5624 4149 North Oak Trafficway PO Box 414 Kansas City MO 64116 816-454-5541 1932208246 2635108 39.169965 -94.576578
600051817 CVS/Pharmacy #5625 11210 Quincy Avenue PO Box 414 Kansas City MO 64137 816-761-7000 1396844601 2631984 38.921685 -94.531608
603931205 CVS/Pharmacy #5635 11124 Holmes Road PO Box 414 Kansas City MO 64131 816-942-3262 1205935517 2632114 38.925296 -94.58362
606457208 CVS/Pharmacy #5643 7334 Lindbergh Boulevard PO Box 414 St Louis MO 63125 314-892-8352 1386971190 2638887 38.506941 -90.328084
605849801 CVS/Pharmacy #5652 1545 East 23rd Street PO Box 414 Independence MO 64055 816-252-4267 1114027554 2634687 39.078321 -94.395063
600130900 CVS/Pharmacy #5663 6244 Brookside Boulevard PO Box 414 Kansas City MO 64113 816-444-0444 1679672984 2630487 39.014655 -94.591385
606457406 CVS/Pharmacy #5670 9141 Olive Boulevard PO Box 414 Olivette MO 63132 314-432-2296 1780911594 2638902 38.674276 -90.365652
600130926 CVS/Pharmacy #5678 7907 State Line Road PO Box 414 Kansas City MO 64114 816-444-2000 1588763890 2630499 38.985441 -94.607958
602482002 CVS/Pharmacy #5691 11115 East US Highway 24 Highway PO Box 414 Independence MO 64054 816-833-2493 1942309257 2624725 39.102331 -94.446538
600198824 CVS/Pharmacy #5698 7107 North Oak Trafficway PO Box 414 Gladstone MO 64118 816-436-3200 1124127436 2600294 39.223798 -94.575915
600198816 CVS/Pharmacy #5719 232 North Oldham Parkway PO Box 414 Lees Summit MO 64081 816-524-5084 1396845731 2600282 38.917661 -94.401079
606103000 CVS/Pharmacy #5724 13101 State Line Road PO Box 414 Kansas City MO 64145 816-942-2438 1841399151 2635285 38.890781 -94.607797
601970007 CVS/Pharmacy #5727 1301 Platte Falls Road PO Box 414 Platte City MO 64079 816-858-2713 1760581078 2628937 39.352641 -94.766607
600093108 D & H Prescription Drug Store 1001 West Broadway PO Box 414 Columbia MO 65203 573-442-6105 1982690384 2603822 38.952273 -92.353041
600093124 D & H Prescription Drug Store #2 1814 Paris Road PO Box 414 Columbia MO 65201 573-443-2451 1205874872 2620513 38.964574 -92.310698
605307305 D & S Drug 1226 West Business Highway 60 PO Box 667 Dexter MO 63841 573-614-4243 1003897679 2634005 36.80386 -89.977381
600135305 Dan & Stans Pharmacy 103 East Broadway PO Box 667 Bolivar MO 65613 417-326-7666 1275601353 2604925 37.61396 -93.411471
608016309 Dan's Discount Drug Mart 2625 North Kansas Expressway PO Box 667 Springfield MO 65803 417-869-9003 1639230709 2629701 37.245034 -93.311187
601441108 David's Pharmacy 904 West Bus Hwy 60 Route 4 Box 181 Dexter MO 63841 573-624-8911 1801958780 2626438 36.803781 -89.970906
600133805 Davis Pharmacy Inc 415 Mott St Route 4 Box 181 New Madrid MO 63869 573-748-5285 1063526036 2609040 36.585373 -89.526323
606306306 DCI Pharmacy-Kansas City 650 Carondelet Drive Route 4 Box 181 Kansas City MO 64114 816-941-2162 1104924182 2637140 38.936849 -94.597428
600283519 Denman Country Drugs, Inc. Highway 6 West PO Box 246 Lewistown MO 63452 573-497-2727 1316055627 2623533 40.086039 -91.812706
600586507 Dickson Pharmacy 2700 Hospital Drive PO Box 246 North Kansas City MO 64116 816-221-5800 1558585844 2609064 39.148676 -94.552502
600093207 Dicus Drug 125 West Karsch PO Box 246 Farmington MO 63640 573-756-5425 1619043379 2606183 37.787636 -90.422801
601894405 Dicus Prescription Drugs 210 East Murta PO Box 246 Fredericktown MO 63645 573-783-2788 1346316007 2606498 37.565211 -90.293597
608536504 Dierberg 94 Crossing Phcy 6211 Mid Rivers Mall Drive PO Box 246 St Peters MO 63304 636-936-3018 1710076484 2631009 38.740503 -90.63424
603681909 Dierbergs 79 Crossing Pharmacy 217 Salt Lick Road PO Box 246 St Peters MO 63376 636-970-3510 1811086580 2620068 38.79752 -90.655971
606374502 Dierbergs Arnold Commons 860 Arnold Commons Drive PO Box 246 Arnold MO 63010 636-282-4817 1417121385 2637912 38.437296 -90.382961
603681602 Dierbergs Bogey Hills Phcy 2021 Zumbehl Road PO Box 246 St Charles MO 63301 636-947-0929 1639268303 2622151 38.783255 -90.532772
605711506 Dierbergs Brentwood Pointe Pharmacy 8450 Eager Road PO Box 246 St Louis MO 63144 314-962-9036 1447349113 2634257 38.629101 -90.339725
605711605 Dierbergs Deer Creek Crossing Pharmacy 2979 Highway K PO Box 246 O Fallon MO 63366 636-379-8910 1629167390 2632784 38.758026 -90.70039
605711704 Dierbergs Fenton Crossing Pharmacy 450 Old Smizer Mill Road PO Box 246 Fenton MO 63026 636-349-2666 1538258207 2633584 38.515131 -90.450533
603682303 Dierbergs Florissant Phcy 222 North Highway 67 PO Box 246 Florissant MO 63031 314-831-0990 1548359219 2622416 38.795319 -90.340091
603682105 Dierbergs Heritage Place Pharmacy 12595 Olive Street Road PO Box 246 St Louis MO 63141 314-542-2194 1003906041 2626123 38.676583 -90.464658
606247807 Dierbergs Lafayette Center Pharmacy 421 Lafayette Center PO Box 246 Manchester MO 63011 636-591-0600 1174612840 2636504 38.59488 -90.522228
603681800 Dierbergs Lemay Pharmacy 2516 Lemay Ferry Road PO Box 246 St Louis MO 63125 314-894-7755 1720177496 2621503 38.520082 -90.304552
603682907 Dierbergs Mackenzie Pointe 7233 Watson Road PO Box 246 St Louis MO 63119 314-752-7881 1851481899 2625690 38.583841 -90.317532
603682600 Dierbergs Market Place Phcy 1730 Clarkson Road PO Box 246 Chesterfield MO 63017 636-537-9408 1275622946 2625070 38.642668 -90.566681
603681404 Dierbergs Southroads Phcy 12420 Tesson Ferry Road PO Box 246 St Louis MO 63128 314-849-5302 1992894661 2627531 38.509359 -90.375506
603682501 Dierbergs Telegraph Plaza Pharmacy 5640 Telegraph Road PO Box 246 St Louis MO 63129 314-846-5778 1184713851 2626022 38.467804 -90.305475
606120103 Dierbergs Town Center Pharma 2460 Taylor Road PO Box 246 Wildwood MO 63040 636-458-7450 1265521934 2635362 38.579868 -90.627283
608212304 Dierbergs Warson Woods Pharmacy 9901 Manchester Road PO Box 246 St Louis MO 63122 314-919-0611 1801985577 2630449 38.604648 -90.380611
606251908 Dierbergs Wentzville Pharmacy 1820 Wentzville Parkway PO Box 246 Wentzville MO 63385 636-887-3317 1760572705 2636530 38.819567 -90.877744
603682709 Dierbergs West Oak Phcy 11481 Olive Street Road PO Box 246 Creve Coeur MO 63141 314-432-5708 1942390984 2617833 38.671333 -90.434459
600059703 Dilles Discount Prescription Shoppe 909 West Pine Street PO Box 246 Poplar Bluff MO 63901 573-785-0984 1629103643 2609494 36.758602 -90.40254
600120109 Dillons Pharmacy #102 1707 West Battlefield PO Box 246 Springfield MO 65807 417-227-1122 1346281789 2615675 37.16034 -93.314657
600120117 Dillons Pharmacy #103 1831 West Kearney PO Box 246 Springfield MO 65803 417-895-3144 1255372694 2615803 37.241151 -93.314779
600120158 Dillons Pharmacy #105 1402 East 20Th PO Box 246 Joplin MO 64801 417-782-4802 1073554416 2617403 37.069198 -94.499361
600120190 Dillons Pharmacy #107 1260 East St Louis Street PO Box 246 Springfield MO 65802 417-895-3110 1609817048 2622391 37.209381 -93.274431
600120141 Dillons Pharmacy #112 2843 East Sunshine PO Box 246 Springfield MO 65804 417-227-1000 1164463501 2616641 37.180895 -93.238241
606340206 DNG Pharmaceuticals 2331 Hampton Avenue PO Box 246 St Louis MO 63139 314-680-2442 1487857090 2637467 38.614842 -90.287738
600400501 Drexel Pharmacy 203 East Main Street PO Box 246 Drexel MO 64742 816-657-2448 1497844633 2606018 38.479269 -94.608496
600097505 Drive-In Pharmacy Inc (The) 200 East Jackson PO Box 246 Mexico MO 65265 573-581-6450 1700962925 2608808 39.172285 -91.881758
600280101 Drug Store (The) 610 North Walnut 408 North 4th Street Cameron MO 64429 816-632-7211 1821083312 2614952 39.744533 -94.235807
600051726 Drug Warehouse #10 3222 South Main 408 North 4th Street Joplin MO 64804 417-624-1110 1487738522 2613784 37.054601 -94.51511
600051718 Drug Warehouse #3 1410 East 7th Street 408 North 4th Street Joplin MO 64801 417-624-3270 1578647616 2607286 37.083731 -94.497843
600057707 Dryden Drug 401 Main Street 408 North 4th Street Belton MO 64012 816-331-4747 1619015609 2603125 38.811596 -94.53224
600587505 Dunavants Drug 600 Court Street 408 North 4th Street Fulton MO 65251 573-642-6892 1104919810 2606513 38.848874 -91.947669
602040008 E & S Pharmacy, Inc. 115 West Jefferson 408 North 4th Street Doniphan MO 63935 573-996-7157 1619082658 2621161 36.61737 -90.828407
600120505 E P Evans Drugs Inc 209 East Highway 54 408 North 4th Street El Dorado Springs MO 64744 417-876-3313 1578679056 2606056 37.863219 -94.020748
601773500 East Side Discount Pharmacy 400 East Pine Street 408 North 4th Street Poplar Bluff MO 63901 573-686-7238 1750421079 2619623 36.756716 -90.385787
600128300 Eberhart Pharmacy 4221 Bayless Avenue 408 North 4th Street St Louis MO 63123 314-638-1000 1578580304 2628329 38.547941 -90.291346
600199301 Economy Drug Store 101 North Thornton Street 408 North 4th Street Richmond MO 64085 816-776-7100 1811984552 2609684 39.27861 -93.976289
601917602 Eldon Drug Company 101 South Maple 408 North 4th Street Eldon MO 65026 573-392-4588 1194725804 2620587 38.349456 -92.579477
600398804 Elliott Pharmacy PO Box 72 2120 North Baltimore Kirksville MO 63501 660-665-9871 1891700423 2608187 40.212519 -92.581408
600398812 Elliott Pharmacy LTC 2120A North Baltimore PO Box 729 Kirksville MO 63501 660-665-9871 1467609636 2638166 40.212519 -92.581408
608080909 Ellis Fischel Outpatient Pharmacy 115 Bus Loop 70W PO Box 729 Columbia MO 65203 573-882-8890 1316931546 2605737 38.965369 -92.338928
601684608 Elsberry Pharmacy 106A Broadway PO Box 729 Elsberry MO 63343 573-898-2550 1861488660 2618556 39.166262 -90.781003
606370807 Everspring LLC 4280 Rider Trail North PO Box 729 Earth City MO 63045 314-344-9094 1518139534 2637897 38.772239 -90.470412
600421606 Excelsior Springs City Hospital Pharmacy 1700 Rainbow Blvd PO Box 729 Excelsior Springs MO 64024 816-630-6081 1487754149 2615067 39.36239 -94.236632
604996405 Express Scripts Speciality Distribution Services Inc 3168 Riverport Tech Center Drive PO Box 729 Maryland Heights MO 63043 314-918-6000 1467534826 2632847 38.752827 -90.471478
608897203 Fairview Pharmacy 101 South Fairview PO Box 729 Columbia MO 65203 573-884-1100 1831100874 2631390 38.95131 -92.380986
606023604 Family Care Health Centers Pharmacy 401 Holly Hills Avenue PO Box 729 St Louis MO 63111 314-481-1615 1700863180 2634978 38.558171 -90.25105
605035302 Family Care Pharmacy 3023 North Ballas Road Ste 100 PO Box 729 St Louis MO 63131 314-996-7501 1528017266 2633318 38.635252 -90.443804
600059901 Family Drug 301 Georgia Street PO Box 729 Louisiana MO 63353 573-754-4551 1780754440 2616514 39.450036 -91.04779
606215507 Family Health Pharmacy 102 West 1st Street PO Box 729 Stanberry MO 64489 660-783-0700 1659358356 2636150 40.214012 -94.54172
602645509 Family Pharmacy 806 North Sturgeon PO Box 729 Montgomery City MO 63361 573-564-2273 1841346269 2625880 38.983585 -91.510454
600399802 Family Pharmacy 3202 Indiana Avenue PO Box 729 Joplin MO 64804 417-623-3800 1417922832 2629282 37.054774 -94.505482
606166601 Family Pharmacy 49 East Old Mill Road PO Box 244 Fair Grove MO 65648 417-759-6300 1881669208 2635766 37.384049 -93.150084
606141604 Family Pharmacy 14974 US Highway 160 PO Box 1175 Forsyth MO 65653 417-546-8200 1144295015 2635475 36.702423 -93.124515
606219103 Family Pharmacy 759 West Washington Street PO Box 1175 Marshfield MO 65706 417-859-5150 1144295569 2636174 37.338568 -92.913614
600058010 Family Pharmacy 1156 West Jackson PO Box 949 Ozark MO 65721 417-581-6310 1386617546 2615156 37.025176 -93.214911
608941704 Family Pharmacy 7154 State Highway 14 East PO Box 949 Sparta MO 65753 417-634-2060 1699740001 2631314 37.001075 -93.089518
600058002 Family Pharmacy 106 East Pine Street PO Box 5 Strafford MO 65757 417-736-2698 1588639991 2615978 37.26881 -93.11706
606014207 Family Pharmacy 520 East Jackson Suite A PO Box 5 Willard MO 65781 417-742-0029 1225003635 2634841 37.300102 -93.420333
605943406 Family Pharmacy #11 4728 South Campbell Suite 132 PO Box 5 Springfield MO 65810 417-823-7878 1215902630 2634788 37.128478 -93.296129
606155802 Family Pharmacy #14 105 Ridge Crest Suite 2 PO Box Box 1440 Nixa MO 65714 417-724-2601 1447225412 2635677 37.04294 -93.284107
606261105 Family Pharmacy #20 1326 West Broadway PO Box Box 1440 Bolivar MO 65613 417-326-8747 1033217062 2636934 37.611173 -93.422571
606348704 Family Pharmacy #23 527 West Kearney Street PO Box Box 1440 Springfield MO 65803 417-969-2988 1750579710 2637671 37.240867 -93.295516
606456408 Family Pharmacy #24 1303 East Pennell Street PO Box Box 1440 Carl Junction MO 64834 417-581-4335 1720312911 2638837 37.175338 -94.544871
600058036 Family Pharmacy #4 16585 State Highway 13 Suite C PO Box Box 1440 Reeds Spring MO 65737 417-272-8966 1538134945 2617302 36.681615 -93.386616
600058051 Family Pharmacy #5 432 South Mill Street PO Box 515 Rogersville MO 65742 417-753-2046 1679548523 2629713 37.109667 -93.05695
603908500 Family Pharmacy #7 South Towne Center 180 Mall Road Suite A&B Hollister MO 65672 417-334-9006 1811962889 2632102 36.5953 -93.2339
605380708 Family Pharmacy #9 285 US Hwy 60 West PO Box 753 Republic MO 65738 417-732-8070 1225003643 2634118 37.113126 -93.483642
605821503 Family Pharmacy Healthcare Services 1152 West Jackson PO Box 949 Ozark MO 65721 417-581-6813 1801861877 2634586 37.02518 -93.214859
602932303 Family Pharmacy of Neosho 1000 South Neosho Boulevard 924 West Mount Vernon Neosho MO 64850 417-451-9501 1578669701 2628355 36.856332 -94.384165
600128706 Ferguson Drug Co. 101 East Main Street 924 West Mount Vernon Willow Springs MO 65793 417-469-3005 1477508240 2612718 36.991738 -91.969316
600397301 Fitzpatrick Pharmacy 15394 Manchester Road 924 West Mount Vernon Ellisville MO 63011 636-394-6622 1154425114 2613378 38.592671 -90.562287
601291107 Florence Hill Health Center 5541 Riverview Boulevard 924 West Mount Vernon St Louis MO 63120 314-829-7000 1467494062 2631439 38.705455 -90.251078
600055404 Flow's Pharmacy 1506 East Broadway 924 West Mount Vernon Columbia MO 65201 573-449-5366 1437109519 2604533 38.950861 -92.318432
600662209 Forbes Pharmacy 100 North Grand 924 West Mount Vernon Houston MO 65483 417-967-3316 1225174071 2606830 37.326526 -91.956472
600050017 Forest City Healthmart Pharmacy 125 North Jefferson 924 West Mount Vernon St James MO 65559 573-265-5400 1770653685 2627048 37.997893 -91.615084
605032507 Forest City Medical Center Pharmacy 1000 B North Jefferson 924 West Mount Vernon St James MO 65559 573-265-2525 1730250762 2633419 38.009653 -91.621109
606325603 Forest Park Pharmacy 6125 Clayton Avenue Suite 100 924 West Mount Vernon St Louis MO 63139 314-645-9990 1659576205 2637429 38.630087 -90.287641
600244107 Forsyth Pharmacy 16269 Hwy 160 PO Box 928 Forsyth MO 65653 417-546-5151 1760590855 2606474 36.685501 -93.119471
606143006 Foundation Care 4010 Wedgeway Court PO Box 928 Earth City MO 63045 314-291-1122 1205831963 2635564 38.765568 -90.461723
608045704 Fox Grape Pharmacy 3250 East Battlefield Ste P PO Box 928 Springfield MO 65804 417-883-4340 1790790335 2630160 37.157943 -93.228897
601586803 Foxs Drug Store, Inc. 10004 East 63rd Street PO Box 928 Raytown MO 64133 816-353-1600 1922167923 2609622 39.008827 -94.463292
601847809 Fremont Pharmacy 1965 South Fremont PO Box 928 Springfield MO 65804 417-820-6624 1982644514 2620284 37.178844 -93.271709
600058622 Gasaway Pharmacy Inc 104 Jungermann Road PO Box 928 St Peters MO 63376 636-928-1550 1427131416 2619863 38.793722 -90.576414
602365306 Gateway Pharmacy of Monroe City 1110 Highway 24/36 East Suite 28 PO Box 928 Monroe City MO 63456 573-735-4880 1982619508 2623913 39.65774 -91.714999
606332104 Genoa Healthcare 10901 Winner Road PO Box 928 Independence MO 64052 816-833-7325 1518157049 2637532 39.087558 -94.449273
606392207 Genoa Healthcare of Missouri 901 Northeast Independence Avenue PO Box 928 Lees Summit MO 64086 816-347-0075 1003067471 2638231 38.927822 -94.364775
606432201 Genoa Healthcare of Missouri 724 North 22nd Street PO Box 928 St Joseph MO 64501 816-396-5800 1407088990 2638750 39.773261 -94.834384
607979903 George's Pharmacy 3650 East Sunshine PO Box 928 Springfield MO 65809 417-889-7898 1740246636 2629698 37.179937 -93.219507
602181703 Gerald Discount Pharmacy 205 South Main PO Box 49 Gerald MO 63037 573-764-2040 1104965052 2622327 38.402671 -91.330791
603972308 Gerbes Pharmacy #111 205 East Nifong PO Box 49 Columbia MO 65203 573-442-2951 1194765982 2632506 38.910315 -92.336782
600057806 Gerbes Pharmacy #116 410 East North Street PO Box 49 Eldon MO 65026 573-392-5461 1518908953 2625638 38.350239 -92.576917
603576307 Gerbes Pharmacy #118 2101 Schotthill Woods Dr PO Box 49 Jefferson City MO 65101 573-659-3700 1295776631 2628242 38.547548 -92.148588
602667909 Gerbes Pharmacy #119 555 East Hwy 54 PO Box 49 Camdenton MO 65020 573-346-4155 1427099860 2625854 38.01247 -92.740157
600120166 Gerbes Pharmacy #124 1729 West Broadway PO Box 49 Columbia MO 65201 573-445-9451 1437190337 2620169 38.95334 -92.363905
600120174 Gerbes Pharmacy #125 2900 Paris Road PO Box 49 Columbia MO 65201 573-474-9418 1982645321 2620501 38.979582 -92.295075
600120125 Gerbes West Pharmacy 2805 West Truman Boulevard PO Box 49 Jefferson City MO 65101 573-893-2226 1437190873 2615384 38.595034 -92.226045
602496705 Gingers Hometown Pharmacy 550 North Jefferson 1731 East Mechanic Lebanon MO 65536 417-532-9110 1740233311 2625006 37.684644 -92.668888
600900104 Globe Cut Rate Drugs 1900 South Broadway 1731 East Mechanic St Louis MO 63104 314-241-0967 1295878049 2610980 38.607157 -90.200969
600204101 Globe Self Service Drugs 2626 Cherokee 1731 East Mechanic St Louis MO 63118 314-664-2458 1679616536 2610992 38.593346 -90.226872
600200919 Goldsmith Pharmacy 777 South New Ballas Road 1731 East Mechanic St Louis MO 63141 314-432-5020 1245334200 2603757 38.639335 -90.443757
601504301 Good Neighbor Pharmacy Hwy 13 & 20th Street PO Box 339 Lexington MO 64067 660-259-2258 1689724247 2608404 39.175025 -93.874141
608272902 Gosney Pharmacy 2900 St Marys Avenue PO Box 398 Hannibal MO 63401 573-248-8322 1962448472 2630805 39.706464 -91.386504
600400717 Grace Hill Neighborhood Health Center Pharmacy 2220 Lemp Street PO Box 398 St Louis MO 63104 314-879-6204 1134134745 2636441 38.607613 -90.214535
600400709 Grace Hill Neighborhood Health Center Pharmacy 1717 Biddle Street PO Box 398 St Louis MO 63106 314-879-6204 1093731945 2636439 38.638806 -90.201065
602201303 Grand Pharmacy 733 Grand Avenue PO Box 398 Hannibal MO 63401 573-221-2792 1477625267 2622428 39.712187 -91.373688
603945809 Great Oak Pharmacy 7275 North Oak Trafficway PO Box 398 Gladstone MO 64118 816-453-9450 1265414452 2632479 39.226223 -94.575881
605350602 Green Hills Pharmacy 206 North Main PO Box 1299 Brookfield MO 64628 660-258-2122 1639126139 2634106 39.786934 -93.074522
601294408 Greene Pharmacy 128 West Main PO Box 1299 Steele MO 63877 573-695-4533 1285734954 2618063 36.084434 -89.829841
601294507 Greenfield Pharmacy, Inc. 105 North Grand Suite 1 PO Box 158 Greenfield MO 65661 417-637-2909 1538143227 2618037 37.414025 -93.846791
606437804 Grove Pharmacy 3050 South National PO Box 158 Springfield MO 65804 417-881-8822 1740442821 2638053 37.158436 -93.277166
600309827 Grove Pharmacy 1001 East Primrose PO Box 158 Springfield MO 65807 417-883-6800 1275615064 2623038 37.14729 -93.282005
608202503 Grove Pharmacy-Home Infusion Division 1522 East Sunshine PO Box 158 Springfield MO 65804 417-881-2910 1407939416 2630564 37.181551 -93.268608
600309801 Grove Professional Pharmacy, Ltd 1522 East Sunshine PO Box 158 Springfield MO 65804 417-881-2910 1366524159 2601917 37.181551 -93.268608
606261303 Hall's Pharmacy Inc 3021 Highway A Suite 203 PO Box 979 Washington MO 63090 636-390-2828 1255446290 2637037 38.523607 -91.026916
608183109 Harris Pharmacy 1224 First Street PO Box 979 Kennett MO 63857 573-888-6006 1851485809 2630526 36.236726 -90.043445
600058903 Hayden's Pharmacy 1200 Ward Avenue PO Box 979 Caruthersville MO 63830 573-333-4606 1154435121 2605410 36.18483 -89.660553
609679501 Healing Arts Pharmacy 3250 Gordonville Road PO Box 979 Cape Girardeau MO 63703 573-339-0999 1104911965 2631566 37.302508 -89.57265
606405108 Health One Pharmacy of Southern Missouri 3054 East Elm PO Box 979 Springfield MO 65802 417-864-5873 1861638314 2638382 37.205133 -93.232113
600123608 Healthcare Pharmacy 628 Old St Marys Road PO Box 469 Perryville MO 63775 573-547-2517 1427199090 2623393 37.731128 -89.867738
601872906 Heartland Discount Pharmacy 707 Highway 50 West PO Box 469 Union MO 63084 636-583-2646 1699728634 2620296 38.443657 -91.047797
602803405 Hen House Pharmacy 6238 North Chatham Road PO Box 469 Kansas City MO 64151 816-746-1475 1265547368 2629004 39.208835 -94.643407
608884508 Hen House Pharmacy #30 1015 NE Rice Road PO Box 469 Lees Summit MO 64086 816-525-9849 1083729180 2631112 38.930848 -94.359337
600136006 Hendersons Drug Store 523 First Street PO Box 469 Glasgow MO 65254 660-338-2125 1912091711 2606599 39.225157 -92.847428
600204309 Hillcrest Drug Store 1100B South Bishop PO Box 370 Rolla MO 65401 573-364-3258 1215914338 2609747 37.927627 -91.779557
600279301 Hillsboro Pharmacy 283 Main Street PO Box 257 Hillsboro MO 63050 636-797-3468 1942227780 2606791 38.23225 -90.563361
600129001 Hixson Drug Inc 604 A East South Street PO Box 459 Ozark MO 65721 417-581-7777 1932203973 2601993 37.003992 -93.202104
609896303 HLTC Pharmacy 603 Locust Street PO Box 1045 Chillicothe MO 64601 660-646-7455 1902934763 2637380 39.793586 -93.552386
606763514 Home Care Pharmacy I 11125 Dunn Road PO Box 1045 St Louis MO 63136 314-653-5200 1962518878 2628254 38.775639 -90.239296
606763506 Home Care Pharmacy II 1245 Graham Road PO Box 1045 Florissant MO 63031 314-953-6740 1144336058 2625424 38.777801 -90.335118
601501729 Home Parenteral Services of The Ozarks 2220 West Sunset PO Box 1045 Springfield MO 65807 417-887-7525 1558401851 2621402 37.166746 -93.323691
600400725 Homer G Phillips Health Center 2425 North Whittier PO Box 1045 St Louis MO 63113 314-371-3100 1740206697 2631441 38.657239 -90.236464
605679307 Hometown Pharmacy 601 Locust Street PO Box 1045 Chillicothe MO 64601 660-646-7455 1043324015 2634435 39.793573 -93.552385
600122303 Hometown Pharmacy 1409 North Jefferson Street PO Box 1045 Carrollton MO 64633 660-542-2020 1275627127 2605357 39.372526 -93.494316
603728205 Hometown Pharmacy 206 W Second Street PO Box 220 Dixon MO 65459 573-759-2230 1134282429 2628533 37.991952 -92.095533
601917503 Hometown Pharmacy #4 606 East Mt Vernon Boulevard PO Box 68 Mount Vernon MO 65712 417-466-2000 1104900364 2604204 37.094511 -93.812875
606115707 Hometown Pharmacy LLC 408 West Buchanan Suite A PO Box 68 California MO 65018 573-796-2225 1871605873 2635401 38.627792 -92.571171
606475200 Hometown Pharmacy-Trenton 1903 East 9th Street PO Box 68 Trenton MO 64683 660-359-5700 1184941684 2639043 40.074595 -93.595891
601582901 Horst Pharmacy 2705 Highway 61 East PO Box 68 Jackson MO 63755 573-243-8173 1922103886 2618746 37.367842 -89.641035
600745707 Howard Starks Prof. Pharmacy 6650 Troost Avenue PO Box 68 Kansas City MO 64131 816-333-6611 1992890644 2607591 39.006793 -94.575071
601894504 Hy Vee Pharmacy 1210 North Washington PO Box 68 Chillicothe MO 64601 660-646-1280 1821026915 2629547 39.800375 -93.553935
605456102 Hy Vee Pharmacy #1076 3100 Broadway West PO Box 68 Columbia MO 65203 573-447-2144 1871520221 2633964 38.954805 -92.38404
601112618 Hy-Vee Clinic Pharmacy (1475 5816 Hwy 54 Parkway Center 104 PO Box 68 Osage Beach MO 65065 573-348-2721 1598706921 2636148 38.121863 -92.676995
602592404 Hy-Vee Food & Drug Store 9400 East 350 Highway PO Box 68 Raytown MO 64133 816-358-5988 1154358687 2625525 38.993037 -94.47066
602979809 Hy-Vee Food & Drugstore 500 North Baltimore PO Box 68 Kirksville MO 63501 660-665-7400 1467482281 2627505 40.197736 -92.571804
603993809 Hy-Vee Pharmacy 1307 East North Avenue PO Box 68 Belton MO 64012 816-318-0404 1124058938 2632443 38.81357 -94.515262
603176603 Hy-Vee Pharmacy 1525 East 23rd Street PO Box 68 Independence, MO 64055 816-836-9918 1053349050 2627771 39.078332 -94.395381
602908006 Hy-Vee Pharmacy 301 Northeast Rice Road PO Box 68 Lees Summit MO 64086 816-524-6377 1205864295 2627062 38.917627 -94.360396
603645409 Hy-Vee Pharmacy 7117 North Prospect PO Box 68 Gladstone MO 64119 816-452-7711 1336179159 2628317 39.222717 -94.548293
608468807 Hy-Vee Pharmacy 1801-03 East 9th Street PO Box 68 Trenton MO 64683 660-359-4955 1942238936 2630742 40.0745 -93.599471
608464509 Hy-Vee Pharmacy #1 8301 North St Clair PO Box 68 Kansas City MO 64151 816-505-1010 1952339954 2630730 39.245798 -94.64678
606470706 Hy-Vee Pharmacy #1082 25 Conley Road PO Box 68 Columbia MO 65201 573-442-7706 1063735272 2639005 38.949907 -92.293996
606130201 Hy-Vee Pharmacy #1261 4545 Noland Road PO Box 68 Independence MO 64055 816-478-1968 1538194618 2635437 39.038009 -94.415347
606337806 Hy-Vee Pharmacy #1303 3721 West Truman Boulevard PO Box 68 Jefferson City MO 65109 573-634-2628 1699968750 2637621 38.586318 -92.256308
606120608 Hy-Vee Pharmacy #1321 207 Northeast Englewood Road PO Box 68 Kansas City MO 64118 816-454-4763 1477583292 2635312 39.195619 -94.578886
608578308 Hy-Vee Pharmacy #2 310 SW Ward Road PO Box 68 Lees Summit MO 64081 816-554-2211 1922039726 2630754 38.910175 -94.395782
606451102 Hy-Vee Pharmacy #2 (1081) 405 East Nifong Boulevard PO Box 68 Columbia MO 65201 573-442-8616 1801029830 2638813 38.910372 -92.334448
605680800 Hy-Vee Pharmacy (1036) 1104 South 25th Street Box 47 PO Box 68 Bethany MO 64424 660-425-8171 1356378293 2634310 40.258961 -94.026692
604780205 Hy-Vee Pharmacy (1406) 1217 South Main Street PO Box 68 Maryville MO 64468 660-582-2199 1164452801 2632710 40.331048 -94.87367
605972702 Hy-Vee Pharmacy (1552) 201 North Belt Highway PO Box 68 St Joseph MO 64506 816-232-9011 1306876040 2634752 39.768467 -94.803429
606395903 Integrity Pharmacy LLC 509 South Union Avenue 3737 N Kingshighway Blvd Springfield MO 65802 417-865-2900 1295987931 2638229 37.203784 -93.233642
608283008 Interlock Pharmacy of Columbia 4509 I-70 Drive Southeast 3737 N Kingshighway Blvd Columbia MO 65201 573-875-1971 1396847653 2630716 38.959733 -92.269599
600447601 Interlock Pharmacy Systems 345 Dunn Road 3737 N Kingshighway Blvd Florissant MO 63031 314-921-4242 1790896280 2617770 38.77574 -90.331599
608242806 J & H Express Rx 1465 North Westwood PO Box 1599 1330 Commercial Street Poplar Bluff MO 63901 573-785-0127 1174624324 2630576 36.771609 -90.418382
600128102 Jack W. Monroe Pharmacy, Inc 1236 Jesse James Road PO Box 1599 1330 Commercial Street Excelsior Springs MO 64024 816-637-6118 1720132376 2619015 39.357713 -94.235222
606058402 Jefferson City Apothecary 1739 Elm Court Suite 108 PO Box 1364 Jefferson City MO 65101 573-634-8300 1023113248 2635057 38.553229 -92.151234
608482303 Jefferson City Medical Group Pharmacy 1241 West Stadium Dr PO Box 1364 Jefferson City MO 65109 573-635-5264 1841261153 2631629 38.572596 -92.217195
607682101 Jefferson Pharmacy 3231 South National PO Box 1364 Springfield MO 65807 417-883-5785 1447288212 2602135 37.155655 -93.277849
600585509 Joes Pharmacy 489 South Jefferson PO Box 1364 Lebanon MO 65536 417-532-7128 1790879526 2627315 37.677318 -92.659819
602852105 John's Pharmacy 2001 Independence Street PO Box 1364 Cape Girardeau MO 63703 573-334-1300 1437109667 2627024 37.306408 -89.548777
606225704 John's Rx, Inc 2003 Independence PO Box 1364 Cape Girardeau MO 63703 573-334-1300 1619927860 2636275 37.30641 -89.548792
601811102 Johnston Drug, Inc. 214 North Grand PO Box 1364 Clarence MO 63437 660-699-2432 1962403592 2619837 39.743748 -92.262281
600130504 Jones Drug Store Inc 125 Court PO Box 494 Jackson MO 63755 573-243-3524 1891897815 2607058 37.382882 -89.668555
600130603 Jons Pharmacy 219 South Washington PO Box 494 Neosho MO 64850 417-451-3775 1023102860 2604038 36.868329 -94.367127
606226702 Jordan Valley Community Health Center Pharmacy 440 East Tampa PO Box 494 Springfield MO 65806 417-831-0150 1477657658 2619522 37.213647 -93.288761
602777005 K Mart Pharmacy #3655 600 North East Barry Road PO Box 494 Kansas City MO 64155 816-468-4434 1598796617 2626096 39.246499 -94.572987
602776908 K Mart Pharmacy #3759 15909 Manchester Road PO Box 494 Ballwin MO 63011 636-391-4064 1407887524 2626301 38.592743 -90.587269
602875502 K Mart Pharmacy #3812 2233 North Westwood Blvd PO Box 494 Poplar Bluff MO 63901 573-785-4557 1316978430 2626995 36.777884 -90.423423
603155805 K Mart Pharmacy #3934 1003 South Bishop PO Box 494 Rolla MO 65401 573-364-6079 1225069347 2627276 37.92944 -91.778821
600304307 K Mart Pharmacy #4720 6650 Manchester PO Box 494 St Louis MO 63139 314-645-0544 1063443182 2613885 38.618778 -90.301488
601294705 K Mart Pharmacy #7324 20 Ofallon Square PO Box 494 O Fallon MO 63366 636-240-6610 1235160359 2617958 38.801438 -90.700329
601768906 K Mart Pharmacy #7526 3909 Highway 169 South PO Box 494 St Joseph MO 64503 816-364-3499 1962433086 2619508 39.728479 -94.799742
601835804 K Mart Pharmacy #7543 4560 Gravois Village Center PO Box 494 High Ridge MO 63049 636-376-5000 1871524991 2619899 38.486129 -90.503689
607804408 K Mart Pharmacy #7710 1477 State Highway 248 PO Box 494 Branson MO 65616 417-337-9529 1134150253 2629369 36.663668 -93.239712
602070104 K Mart Pharmacy #7903 2001 West Kansas PO Box 494 Liberty MO 64068 816-781-6177 1780615807 2621224 39.244407 -94.453259
603885401 K Mart Pharmacy #9332 3101 South Glenstone PO Box 494 Springfield MO 65804 417-883-7598 1043241169 2631794 37.157532 -93.262967
603885302 K Mart Pharmacy #9334 2855 Dunn Road PO Box 494 Florissant MO 63033 314-921-9740 1821020678 2631819 38.771893 -90.28151
600659502 K Mart Pharmacy #9336 4023 S Noland Road PO Box 494 Independence MO 64055 816-254-1366 1245261361 2613645 39.048247 -94.41483
600244305 K Mart Pharmacy #9338 3901 Lemay Ferry Road PO Box 494 St Louis MO 63125 314-487-5440 1972534097 2614938 38.506763 -90.32522
603885104 K Mart Pharmacy #9353 155 Twin City Mall PO Box 494 Crystal City MO 63019 636-931-4067 1952332074 2631857 38.218042 -90.387526
600246003 K Mart Pharmacy 3239 7100 NW Prairie View Rd PO Box 494 Kansas City MO 64151 816-587-0200 1699706713 2615233 39.223772 -94.651125
601686207 K Mart Pharmacy 3579 3700 South Campbell PO Box 494 Springfield MO 65807 417-882-8300 1053342170 2619154 37.145922 -93.295753
600993604 K Mart Pharmacy 4026 2901 5 North Belt Highway PO Box 494 St Joseph MO 64506 816-364-2984 1881625903 2615081 39.794684 -94.811995
600247100 K Mart Pharmacy 4157 5615 Bannister Rd East PO Box 494 Kansas City MO 64137 816-765-7555 1609807726 2613140 38.952778 -94.523222
600284202 K Mart Pharmacy 4220 2821 NE Vivion Road PO Box 494 Kansas City MO 64119 816-452-5300 1518998632 2613328 39.187634 -94.545968
600055800 K Mart Pharmacy 4304 1 Flower Valley Shpg Cntr PO Box 494 Florissant MO 63033 314-831-8400 1154352276 2613669 38.810818 -90.299765
600901706 K Mart Pharmacy 4427 16200 East US Highway 24 PO Box 494 Independence MO 64056 816-257-1700 1427089549 2613330 39.117837 -94.383533
600397905 K Mart Pharmacy 4743 11978 St Charles Rock Road PO Box 494 Bridgeton MO 63044 314-291-2290 1336170455 2613380 38.747185 -90.421862
600992309 K Mart Pharmacy 7018 2304 Missouri Blvd PO Box 494 Jefferson City MO 65109 573-634-4400 1326079443 2616918 38.58153 -92.208067
600901904 K Mart Pharmacy 7021 11 South Kingshighway PO Box 494 Cape Girardeau MO 63703 573-334-2887 1417988536 2616906 37.306332 -89.55196
600246102 K Mart Pharmacy 7193 1930 East Kearney PO Box 494 Springfield MO 65803 417-862-7750 1508897620 2616576 37.239768 -93.257651
606093706 Kansas City Cancer Centers Pharmacy 4881 NE Goodview Circle PO Box 494 Lees Summit MO 64064 816-350-5844 1063423572 2635033 39.000883 -94.354147
601425903 Keller Apothecary 5201 Chippewa PO Box 494 St Louis MO 63109 314-352-5201 1902836182 2628925 38.592137 -90.280689
600125603 Key Drugs 910 North Westwood Boulevard PO Box 494 Poplar Bluff MO 63901 573-785-8218 1275612947 2609519 36.764769 -90.412346
600587208 Kilgore's Medical Pharmacy 700 North Providence Road PO Box 494 Columbia MO 65203 573-442-0194 1417901646 2628468 38.9595 -92.333933
604629204 Kilgore's Medical Pharmacy 1608 Chapel Hill Road PO Box 494 Columbia MO 65203 573-447-4444 1205986213 2632570 38.930175 -92.363351
602214603 Kimberling City Pharmacy Hwy 13 KC Shopping Center Box 908 Kimberling City MO 65686 417-739-2273 1316043490 2622923 36.630709 -93.423219
600050702 Kinkead Pharmacy, Inc. 105 South Allen KC Shopping Center Box 908 Centralia MO 65240 573-682-2155 1033255179 2605446 39.211443 -92.139095
600663009 Kleins Medicate 601 Center Drive KC Shopping Center Box 908 Ste Genevieve MO 63670 573-883-5788 1316952922 2610308 37.969789 -90.04914
600295406 Kneibert Clinic Pharmacy 666 Lester KC Shopping Center Box 908 Poplar Bluff MO 63901 573-686-2411 1306824990 2612996 36.759151 -90.397907
600118103 Kreisler Clinic Pharmacy Inc 1602 North 2nd Street KC Shopping Center Box 908 Clinton MO 64735 660-885-4646 1154427516 2628204 38.389977 -93.770715
600129829 Kreisler Drug #3 Inc. 1810 East Ohio PO Box 528 Clinton MO 64735 660-885-2228 1124123724 2620563 38.366083 -93.748253
600129803 Kreisler Drug Co., Inc. 117 West Franklin St PO Box 528 Clinton MO 64735 660-885-5551 1780789305 2605698 38.370938 -93.776597
602280703 Kreisler-Country Pharmacy, Inc. 121-123 West 4th Street PO Box 528 Appleton City MO 64724 660-476-2142 1477582625 2628521 38.190414 -94.028371
600130785 Kroger Food & Drug V-386 2770 North Westwood 319 West Reed Street Poplar Bluff MO 63901 573-686-6974 1376577155 2619142 36.785722 -90.429184
602389702 Kroger Savon Pharmacy J-724 #1 Troy Square Huck Finn Shopping Center Troy MO 63379 636-528-8667 1518030030 2624357 38.988834 -90.974186
600284004 L & S Discount Pharmacy 406 South Main Huck Finn Shopping Center Charleston MO 63834 573-683-4787 1073522421 2605509 36.92133 -89.349906
600133003 La Plata Pharmacy 29936 July Road Huck Finn Shopping Center La Plata MO 63549 660-332-4456 1023154168 2603959 40.020395 -92.479098
600899900 Ladue Pharmacy Inc 9830 Clayton Road Huck Finn Shopping Center St Louis MO 63124 314-993-4031 1295828705 2611261 38.637868 -90.390712
609737200 Lake Regional Pharmacy Lo 1870 Bagnell Dam Boulevard Huck Finn Shopping Center Lake Ozark MO 65049 573-964-6250 1891802443 2631605 38.200104 -92.634962
605918507 Lake Regional Pharmacy Obmp 1057-B Medical Park Drive Huck Finn Shopping Center Osage Beach MO 65065 573-302-2700 1134233109 2634245 38.121 -92.6808
603758806 Lakeland Pharmacy Jct 13 & 76 Morris Plaza Huck Finn Shopping Center Branson West MO 65737 417-272-8064 1841351731 2631869 36.69695 -93.368761
603829409 Lakeland Pharmacy #2 1494 State Highway 248 Suite D Huck Finn Shopping Center Branson MO 65616 417-336-4701 1316051386 2632544 36.664068 -93.240939
601962608 Lakeland Pharmacy #3 104 Cortney Lane Huck Finn Shopping Center Crane MO 65633 417-723-5227 1194746552 2621008 36.899904 -93.574051
606371508 Landrum Drug Inc 1319E South Landrum Huck Finn Shopping Center Mount Vernon MO 65712 417-461-1100 1821264433 2637950 37.092673 -93.823321
602931800 Lawrence Drug, Inc 1454 East Republic Road PO Box 1518 Springfield MO 65804 417-886-6880 1881685691 2627050 37.137394 -93.270817
600056410 LDI Pharmacy 680 Craig Road Suite 200 PO Box 1518 Creve Coeur MO 63141 314-652-2121 1285737411 2611590 38.668344 -90.436873
600129902 Lee's Summit Pharmacy 615 West 3rd Street PO Box 82 Lees Summit MO 64063 816-524-3335 1508884230 2608353 38.910966 -94.389021
607749801 Lester E. Cox Medical Centers (Pharmacy) 3801 South National PO Box 218 Springfield MO 65807 417-269-6277 1033313861 2621414 37.145289 -93.278237
602577702 Letassy Health Services, Inc 1002 West Pine Street PO Box 218 Poplar Bluff MO 63901 573-785-0048 1780603969 2625486 36.758289 -90.404701
601504202 Letassy Pharmacy (The) 1014 West Pine Street PO Box 218 Poplar Bluff MO 63901 573-785-8421 1356551592 2618568 36.758289 -90.404803
602898801 Lindenwood Drug 6903 Lansdowne PO Box 2145 St Louis MO 63109 314-781-2445 1336187590 2626969 38.591459 -90.310228
600587828 Linn Drugs 304 East Main PO Box 2145 Linn MO 65051 573-897-4140 1770585929 2621197 38.48582 -91.851364
600118509 Lockwood Pharmacy 725 Main Street PO Box R Lockwood MO 65682 417-232-4721 1285650135 2625878 37.386332 -93.953392
600098107 Lowe Drug at Centerpoint 19550 East 39th Street Suite 120 PO Box R Independence MO 64057 816-795-0086 1750567624 2637811 39.047922 -94.350273
602629206 M D Pharmacy, Inc. 8500 Delmar Boulevard PO Box 56 St Louis MO 63124 314-991-1111 1760486781 2612237 38.660675 -90.355921
600119804 Macon Pharmacy 402 East Briggs PO Box 56 Macon MO 63552 660-385-2147 1629035084 2608543 39.751969 -92.469915
601458003 Madison Medical Ctr Pharmacy 611 West Main Street PO Box 56 Fredericktown MO 63645 573-783-3341 1003983859 2618962 37.559697 -90.301626
606186906 Main Street Pharmacy 2685 East Main Street Suite B PO Box 56 Jackson MO 63755 573-204-8151 1881606465 2635932 37.380455 -89.64582
605420405 Main Street Pharmacy 115 East Main Street PO Box 56 East Prairie MO 63845 573-649-9229 1689700379 2634322 36.779706 -89.385433
600496608 Mansfield Drug 101 North Business Highway 60 1947 West Sunset Mansfield MO 65704 417-924-8877 1184761108 2608632 37.106966 -92.581812
601199508 Marionville Pharmacy 201 South US Hwy 60 PO Box 217 Marionville MO 65705 417-258-2526 1790860104 2629585 37.001867 -93.626828
601825003 Marrs Pharmacy 205 West R D Mize Road PO Box 217 Blue Springs MO 64015 816-229-7755 1922074855 2619750 39.023675 -94.266243
606937902 Marshfield Clinic Pharmacy 483 Pomme De Terre Drive PO Box 217 Marshfield MO 65706 417-468-4442 1598879561 2629117 37.33163 -92.936133
608476602 Marshs Sun Fresh 4001 Mill Street PO Box 217 Kansas City MO 64111 816-931-1639 1962572537 2630792 39.053675 -94.594257
602442402 Matt's Medicine Store 11200 1/2 East 24 Highway PO Box 500 Independence, MO 64054 816-833-3636 1073551495 2624220 39.078049 -94.446008
606275105 McCormicks Pharmacy 4320 Wornall Road Suite 200 PO Box 500 Kansas City MO 64111 816-531-3434 1366465254 2637013 39.048846 -94.590307
600202824 McKenzies Prescription Ctr 643 North Morley PO Box 148 Moberly MO 65270 660-263-6710 1538253224 2608860 39.425051 -92.433541
601504608 Med Depot 800 West Jefferson PO Box 148 Kirksville MO 63501 660-665-7239 1790835874 2627670 40.192654 -92.587676
606068203 Med Station 54 SE 1st Lane PO Box 148 Lamar MO 64759 417-681-0999 1861506834 2635158 37.488426 -94.298288
600284301 Medical Arts Clayton Pharmacy 211 North Meramec PO Box 148 Clayton MO 63105 314-862-0333 1972643062 2605624 38.654556 -90.33925
600801120 Medical Arts Pharmacy 1935 Prairie Dell Road Suite 200 PO Box 148 Union MO 63084 636-583-3117 1427069939 2624547 38.413316 -90.961033
600131007 Medical Arts Pharmacy 808 East Wakefield PO Box 148 Sikeston MO 63801 573-471-5454 1922190172 2613075 36.887607 -89.582147
603809302 Medical Center Pharmacy 513-B Grand Avenue PO Box 148 Doniphan MO 63935 573-996-3784 1285774828 2632037 36.622257 -90.825532
600130009 Medical Center Pharmacy 1700 South Ingram Street PO Box 148 Sedalia MO 65301 660-826-2626 1245392133 2609886 38.696151 -93.223041
608084109 Medicap Pharmacy 800 Valley Creek Drive PO Box 148 Farmington MO 63640 573-760-0200 1275562324 2630196 37.790794 -90.438716
602663106 Medicap Pharmacy 1020 North Kingshighway PO Box 148 Cape Girardeau MO 63701 573-335-1002 1912062340 2625385 37.320687 -89.557449
600280002 Medicap Pharmacy 211 West Yoakum PO Box 148 Chaffee MO 63740 573-887-3622 1033166517 2605472 37.180961 -89.657485
600203509 Medicap Pharmacy 2220 Main Street PO Box 148 Scott City MO 63780 573-264-2450 1396726246 2606866 37.214915 -89.535745
603536608 Medicap Pharmacy 507 North Main PO Box 148 Sikeston MO 63801 573-471-4401 1194897983 2628381 36.882802 -89.580782
600200810 Medicate LTC Pharmacy 312 East Karsch Boulevard PO Box 148 Farmington MO 63640 573-756-7870 1144332271 2606222 37.786644 -90.415052
600203301 Medicate Pharmacy 111 East Main Street 100 North Eighth Street Fredericktown MO 63645 573-783-5508 1144266651 2606501 37.559551 -90.294031
602650608 Medicenter Pharmacy 200 West Washington 100 North Eighth Street Jackson MO 63755 573-243-1303 1811075336 2625828 37.383695 -89.668907
600452304 Medicine & More 15870 Clayton Road 100 North Eighth Street Ellisville MO 63011 636-227-5525 1982619524 2623824 38.60472 -90.583078
606000701 Medicine Cabinet 105 Progress Drive PO Box 747 Sullivan MO 63080 573-860-3600 1003849316 2634889 38.200499 -91.171045
601654403 Medicine Center Pharmacy 3601 Faraon Street PO Box 747 St Joseph MO 64506 816-233-9963 1710090980 2619039 39.769796 -94.806019
601716103 Medicine Chest (The) 216 West Main Street PO Box 747 West Plains MO 65775 417-256-7706 1962516930 2619370 36.728339 -91.853356
606466407 Medicine Shoppe 106 B Four Seasons Shopping Center PO Box 747 Chesterfield MO 63017 314-469-7171 1891027769 2638988 38.679187 -90.502577
600285001 Medicine Shoppe 100 North Main Street PO Box 747 Desoto MO 63020 636-586-2202 1922170711 2605939 38.139112 -90.553846
608192407 Medicine Shoppe 10 Centerline Drive PO Box 747 Troy MO 63379 636-462-7005 1376593095 2630514 38.985114 -90.97935
601424708 Medicine Shoppe 1120 Franklin PO Box 747 Lexington MO 64067 660-259-2591 1760465504 2608416 39.184548 -93.879635
600051320 Medicine Shoppe 1474 North Boonville PO Box 747 Springfield MO 65802 417-869-1866 1013089804 2603810 37.225435 -93.291917
600122006 Medicine Shoppe #1563 161 South Benton PO Box 747 Marshall MO 65340 660-886-6590 1750551180 2637873 39.120079 -93.204106
601761802 Medicine Shoppe #1573 810 West 35th Street Suite 101 PO Box 747 Higginsville MO 64037 660-584-2700 1932379369 2637861 39.060988 -93.728374
602326803 Medicine Shoppe (The) 116 Walnut Street PO Box 747 Festus MO 63028 636-937-4144 1386716173 2627581 38.219937 -90.395318
600658108 Medicine Shoppe (The) 2386 North Highway 67 PO Box 747 Florissant MO 63033 314-921-7700 1982719910 2615752 38.803921 -90.30848
600094403 Medicine Shoppe (The) #16 Stonegate Center PO Box 747 Valley Park MO 63088 636-225-5123 1356419154 2601804 38.567391 -90.494778
600307706 Medicine Shoppe (The) 7922 Mackenzie Road PO Box 747 Affton MO 63123 314-638-3535 1821181355 2613859 38.566318 -90.320597
602357105 Medicine Shoppe (The) 11330 Gravois Road Suite 202 PO Box 747 St Louis MO 63126 314-842-0910 1417041823 2627404 38.539171 -90.373503
601947005 Medicine Shoppe (The) 488 South Fifth PO Box 747 St Charles MO 63301 636-949-5593 1427160423 2620537 38.779513 -90.487572
604842302 Medicine Shoppe (The) 635 South Sturgeon Street PO Box 747 Montgomery City MO 63361 573-564-1111 1326150327 2633041 38.971207 -91.499754
600309900 Medicine Shoppe (The) 505 Salt Lick Road PO Box 747 St Peters MO 63376 636-278-6561 1851436489 2613506 38.792663 -90.659267
601176902 Medicine Shoppe (The) 613 South Main Street PO Box 747 Sikeston MO 63801 573-472-2622 1740352533 2617578 36.874421 -89.578317
601708506 Medicine Shoppe (The) 200 North 10th Street PO Box 747 Poplar Bluff MO 63901 573-686-7216 1508950916 2619231 36.758838 -90.404352
602046401 Medicine Shoppe (The) 210 SE Second Street 900 Main Street Lees Summit MO 64063 816-524-8444 1568534352 2621274 38.915081 -94.375007
600585806 Medicine Shoppe (The) 415 West Jackson 1107 South Madison Mexico MO 65265 573-581-7561 1912082538 2627353 39.172058 -91.886517
602599607 Medicine Shoppe (The) #1130 2000-B South Springfield Avenue PO Box 33 Bolivar MO 65613 417-326-7455 1801809785 2628266 37.595362 -93.402445
600305007 Medicine Shoppe Pharmacy 3137 South Grand PO Box 33 St Louis MO 63118 314-865-1528 1841450442 2638027 38.601503 -90.242622
600243505 Medicine Shoppe Pharmacy 4441 Brown Road PO Box 33 St Louis MO 63134 314-428-7676 1346355385 2628216 38.727923 -90.345246
608717401 Medicine Shoppe Pharmacy 616C Highway 47 North PO Box 33 Warrenton MO 63383 636-456-5570 1427105576 2631251 38.815523 -91.141818
601741507 Medicine Shoppe Pharmacy 811 East Division Street PO Box 33 Springfield MO 65803 417-866-3054 1770655391 2628494 37.226301 -93.281948
600279202 Medicine Shoppe Pharmacy #17 2514 Woodson Road PO Box 33 Overland MO 63114 314-427-1818 1003952615 2609216 38.703104 -90.361582
602964801 Medicine Shoppe Pharmacy (Th 625 North Euclid Suite 150 PO Box 33 St Louis MO 63108 314-367-3009 1437264470 2627442 38.650925 -90.260763
601976806 Medicine Store 1302 East Sunshine PO Box 33 Springfield MO 65804 417-881-8841 1356415871 2620842 37.18163 -93.273528
609795406 Medkare Pharmacy, LLC 8540 Blue Ridge Boulevard PO Box 33 Kansas City MO 64138 816-353-3314 1154332666 2631667 38.96889 -94.496948
606398402 Medley Pharmacy 733 West Springfield Road PO Box 176 Gerald MO 63037 573-764-5980 1922252634 2638293 38.395311 -91.344479
601586209 Medley Pharmacy 601 East Highway 28 PO Box 528 Owensville MO 65066 573-437-3440 1891885687 2616362 38.341895 -91.510822
600279103 Merryfield Pharmacy Inc 200 West Benton Street PO Box 528 Windsor MO 65360 660-647-2134 1427167683 2612720 38.53324 -93.522839
604730408 Midwest Long Term Care Services 753 Goddard Avenue PO Box 528 Chesterfield MO 63005 636-728-0300 1245241751 2632809 38.670848 -90.635563
601780208 Mika's Medicine 211 North Ash Street PO Box 336 Winona MO 65588 573-325-4241 1578666517 2624078 37.009233 -91.326341
601155609 Miller Professional Pharmacy 228 Marshall Street PO Box 1877 Platte City MO 64079 816-858-2400 1518936525 2626490 39.368693 -94.777315
600122402 Miller Rexall Drug 115 Vine Street PO Box 486 Macon MO 63552 660-385-2167 1255362737 2608555 39.737972 -92.472646
600284400 Millers Medical Arts Pharmacy 800 Main Street PO Box 486 Boonville MO 65233 660-882-5208 1679648851 2604519 38.970328 -92.742434
602497109 Mineral Area Pharmacy And Durable Medical Equipment LLC 1101 Weber Road PO Box 486 Farmington MO 63640 573-756-6117 1629076377 2624941 37.79505 -90.436297
602218208 Minter, Richard E., DO Northeast Mo Assoc PO Box 295 Highway 136 Lancaster MO 63548 660-457-3772 1518036979 40.522951 -92.528408
606231900 Missouri Cancer Care Pharmacy 153 Hamilton Industrial Court PO Box 295 Highway 136 Wentzville MO 63385 636-327-0319 1295776623 2636338 38.82478 -90.845494
608518809 Missouri Cancer Care Pharmacy 1705 East Broadway Suite 100 PO Box 295 Highway 136 Columbia MO 65201 573-817-8527 1992871719 2630893 38.950263 -92.314109
600156103 Missouri Rehabilitation Ctr 600 North Main PO Box 295 Highway 136 Mount Vernon MO 65712 417-466-3711 1700940517 2626173 37.111548 -93.818774
606443802 Missouri Valley Pharmacy 2303 South US 65 Highway Suite B PO Box 295 Highway 136 Marshall MO 65340 660-831-1687 1760717268 2638875 39.089888 -93.208929
600745400 Mitchell Pharmacy 123 First Street PO Box 153 Kennett MO 63857 573-888-9094 1558588657 2608149 36.236383 -90.05539
605408509 Moch Pharmacy 504 NW 10th Avenue PO Box 1359 Ava MO 65608 417-683-4831 1326158957 2637190 36.959483 -92.670634
600671101 Monett Professional Pharmacy 801 North Lincoln Avenue PO Box 1359 Monett MO 65708 417-235-3144 1548321805 2614368 36.926779 -93.931077
600128128 Monroe Pharmacy 412 N Pennsylvania PO Box 217 Lawson MO 64062 816-580-3415 1275687410 2619344 39.438462 -94.204424
600578918 Morton, Wayne L., Md 101 Giesler Drive PO Box 217 Osceola MO 64776 417-646-8123 1669413886 2632342 38.0511 -93.6895
608852703 Moser Pharmacy 900 South Main PO Box 217 Salem MO 65560 573-729-3300 1053396952 2631376 37.636795 -91.535459
601091507 Mountain Grove Pharmacy 106 North Union PO Box 217 Mountain Grove MO 65711 417-926-4156 1285645820 2608947 37.129312 -92.262815
604754101 Mustang Drug 704 C South 59 Highway PO Box 418 Anderson MO 64831 417-845-7799 1225142292 2632912 36.646287 -94.450772
600622914 Myrtle Hilliard Davis Comprehensive Hlth Cntr Inc 5471 Dr Martin L King Dr PO Box 69 St Louis MO 63112 314-367-5820 1972653202 2619851 38.668624 -90.272666
600056105 Neels Pharmacy 8 Crestwood Executive Ctr PO Box 69 St Louis MO 63126 314-849-3123 1578658571 2605838 38.556233 -90.383523
606317709 Nemo Closed Door Pharmacy LLC 214 B North Grand PO Box 69 Clarence MO 63437 660-699-2033 1184764573 2637378 39.743748 -92.262281
606172203 Network Healthcare 13995 Clayton Road PO Box 69 Town And Country MO 63017 636-779-2700 1679594626 2635817 38.628018 -90.50853
600124705 Noel Pharmacy 222 West Main Street PO Box 1034 Noel MO 64854 417-475-3292 1518095181 2609127 36.54534 -94.487335
600096408 Norrids City Drug 906 North Douglass PO Box 1034 Malden MO 63863 573-276-2737 1568463107 2608581 36.568579 -89.9705
605201201 North Towne Family Pharmacy 1600 North Main PO Box 1034 Mountain Grove MO 65711 417-926-9655 1851426852 2633798 37.144182 -92.262762
600122501 Northland Pharmacy 9411 North Oak Trafficway #120 PO Box 1034 Kansas City MO 64155 816-436-2400 1659367399 2607781 39.265168 -94.575476
600200406 Northtown Drug 1875 North Westwood Blvd PO Box 1034 Poplar Bluff MO 63901 573-686-1461 1326079344 2602806 36.774388 -90.420613
600059729 Northwest Pharmacy Inc 2210 Barron Road PO Box 1034 Poplar Bluff MO 63901 573-686-6211 1902974140 2627492 36.789319 -90.428333
600053904 Nyberg Pharmacy 507 South Ash PO Box 860 Buffalo MO 65622 417-345-2321 1245344217 2605129 37.639935 -93.104465
600447627 Omnicare Pharmacy 1504 South Grand PO Box 860 St Louis MO 63104 314-535-3334 1801997663 2629749 38.620508 -90.238363
605812007 Option Care 535 Axminister Drive PO Box 860 Fenton MO 63026 314-963-7508 1144250325 2634043 38.537009 -90.450055
600055420 Option Care 1410 Heriford Road PO Box 860 Columbia MO 65201 573-874-1100 1023191186 2621781 38.9685 -92.3116
603826900 Orchard Hills Pharmacy 3816A West Chestnut Expressway PO Box 860 Springfield MO 65802 417-868-8288 1639198716 2632063 37.212166 -93.355693
600202402 Overturf Pharmacy #8431 212 West Main Street PO Box 860 Malden MO 63863 573-276-2218 1962529685 2608593 36.558431 -89.967573
600202410 Overturf Pharmacy #8432 116 South Walnut PO Box 860 Bernie MO 63822 573-293-5531 1659414688 2604848 36.669115 -89.968579
602151003 Owl Pharmacy 111 East 2nd Street PO Box 860 Milan MO 63556 660-265-3779 1518989961 2627593 40.203004 -93.124293
607812518 Pamida Pharmacy #358 2001 East 9th Street PO Box 590 Trenton MO 64683 660-359-2970 1124065461 2630918 40.0748 -93.594932
600201909 Pamida Pharmacy #663 111 Leroux Street PO Box 590 Doniphan MO 63935 573-996-2311 1407044621 2605991 36.631409 -90.824478
601586407 Pamida Pharmacy #851 101 South Polk PO Box 590 Albany MO 64402 660-726-3154 1437197415 2635540 40.247708 -94.333791
602586109 Pamida Pharmacy #853 1021 West Buchanan PO Box 590 California MO 65018 573-796-8002 1336187707 2635449 38.6303 -92.580105
606335404 Pamida Pharmacy #856 212 North Main Street PO Box 590 Gallatin MO 64640 660-663-9241 1083819239 2637520 39.915708 -93.96163
600131205 Pamida Pharmacy #866 502 East Ross Street PO Box 590 Palmyra MO 63461 573-769-1115 1518905991 2635223 39.794373 -91.518517
606334308 Pamida Pharmacy #870 202 Main Street PO Box 590 Tarkio MO 64491 660-736-4351 1144410499 2637518 40.440608 -95.377129
600244701 Paris Pharmacy Inc 223 North Main PO Box 590 Paris MO 65275 660-327-4514 1235242876 2609305 39.485024 -92.000273
602201501 Park Pharmacy 37 Doctors Park PO Box 590 Cape Girardeau MO 63701 573-334-4432 1104915891 2622620 37.296178 -89.575957
606152403 Parkers North Pharmacy 407 East Russell Building C PO Box 590 Warrensburg MO 64093 660-422-7050 1740298132 2635689 38.773131 -93.732285
606222008 Parkland Apothecary 617 North Cowling Street Suite G PO Box 590 Desloge MO 63601 573-431-6677 1114917903 2636201 37.878632 -90.510468
602303604 Passantino's Sun Fresh Phcy. 2301 South Sterling PO Box 590 Independence MO 64052 816-461-1287 1265506786 2629054 39.080173 -94.445888
606269801 Patients First Community Pharmacy 406 West 34th Street Suite 812 PO Box 590 Kansas City MO 64111 816-931-2293 1881746394 2631580 39.06681 -94.591734
600543300 Peoples Health Center Pharmacy 5701 Delmar Boulevard PO Box 458 St Louis MO 63112 314-367-7848 1578608808 2630677 38.654192 -90.284926
606224806 Pharma Life 10479 Old Olive Street Road PO Box 458 Creve Coeur MO 63146 314-997-7722 1407880925 2636251 38.675783 -90.410637
606401701 Pharmacy at Price Chopper (The) 2600 Ensign Hill Drive PO Box 458 Platte City MO 64079 816-431-2751 1245481241 2638243 39.348913 -94.769229
606172104 Pharmacy Plus 150 South Mt Auburn Road Suite 107 PO Box 458 Cape Girardeau MO 63703 573-331-5555 1518055250 2635843 37.303685 -89.574133
601679806 Pharmax Pharmacy #1108 305 Hoven Drive PO Box 458 Pacific MO 63069 636-257-4660 1962514547 2627466 38.484831 -90.770567
600399208 Pharmax Pharmacy #1302 610 East High Street PO Box 458 Potosi MO 63664 573-438-2189 1538271127 2616374 37.931777 -90.78001
600283626 Pharmax Pharmacy #1343 113 St Francois Plaza PO Box 458 Leadington MO 63601 573-431-5040 1225140817 2606361 37.858 -90.5262
602403909 Pharmax Pharmacy #859 673 West Karsch Boulevard PO Box 458 Farmington MO 63640 573-756-8906 1922100312 2624446 37.791477 -90.434306
602449118 Pharmerica, Inc. 12137 Bridgeton Square Dr 3809 McCain Park Drive Bridgeton MO 63044 314-291-5700 1902839582 2629129 38.747569 -90.427745
600419105 Phelps County Regional Medical Center 1000 West Tenth Street 3809 McCain Park Drive Rolla MO 65401 573-364-8491 1871697425 2630300 37.951584 -91.785062
600056501 Pill Box Pharmacy 304 East Jackson Street 3809 McCain Park Drive Willard MO 65781 417-742-3508 1417934076 2602630 37.303449 -93.42558
600126007 Plattsburg Clinic Pharmacy, Inc. 400 W Clay Ave PO Box 332 Plattsburg MO 64477 816-539-2121 1508974023 2600117 39.5639 -94.45231
603829300 Plaza Pharmacy 1723 Broadway Suite 110 PO Box 332 Cape Girardeau MO 63701 573-331-7900 1336150846 2631996 37.3121 -89.540191
600203400 Plaza Pharmacy 700 South Limit Avenue PO Box 332 Sedalia MO 65301 660-826-2431 1053479758 2604468 38.705918 -93.250484
606843803 Plaza West Pharmacy Inc 3330 West 10th Street PO Box 418 Sedalia MO 65301 660-827-0000 1649308933 2628901 38.704049 -93.269634
608237806 Pleasant Hill Drug Store 1502 North 7 Hwy PO Box 418 Pleasant Hill MO 64080 816-540-4000 1518956093 2634536 38.806008 -94.262543
600307300 Poirier Pharmacy Inc 102 South 5th Street PO Box 128 Savannah MO 64485 816-324-5955 1003800780 2603365 39.941459 -94.830365
601091408 Prater's Discount Pharmacy 1711 Cherokee PO Box 280 Seneca MO 64865 417-776-8701 1134122740 2617299 36.840315 -94.611055
600447007 Pratts Rexall Drugs 100 Dwayne Von Behren Drive PO Box 280 New Haven MO 63068 573-237-3321 1174622278 2609038 38.600921 -91.212653
605194307 Preferred Pharmacy Services 810 West 35th Street Suite 102 PO Box 280 Higginsville MO 64037 660-584-2110 1306891734 2633697 39.060988 -93.728374
600126106 Prescription Drug Store 410 Ward Avenue PO Box 280 Caruthersville MO 63830 573-333-4890 1497790968 2605422 36.191368 -89.65487
600126114 Prescription Drug Store, The 308 East Main Street PO Box 280 Hayti MO 63851 573-359-0008 1235175100 2619572 36.232227 -89.748926
603057407 Prescription Plus, Inc. 5 Maryland Plaza PO Box 280 St Louis MO 63108 314-367-5558 1457446015 2627606 38.644925 -90.261756
606159507 Prescriptions Plus 1113 West Gannon Drive PO Box 280 Festus MO 63028 636-933-2224 1639165160 2635728 38.210841 -90.403323
604688606 Prescriptions Plus 212 Hospital Lane Ste 102 PO Box 280 Perryville MO 63775 573-547-4960 1508965534 2632722 37.73288 -89.865174
606442804 Prescriptions Plus Long Term Care Pharmacy 212 Hospital Lane Suite 103 PO Box 280 Perryville MO 63775 573-768-3395 1720218639 2638700 37.73288 -89.865174
608863502 Price Chopper Pharmacy 300 Southwest Blue Parkway PO Box 280 Lees Summit MO 64063 816-554-2951 1174638274 2631011 38.904876 -94.381095
605813609 Price Chopper Pharmacy #102 1030 West 103rd Street PO Box 280 Kansas City MO 64114 816-777-0533 1316007552 2634524 38.942085 -94.605461
605679604 Price Chopper Pharmacy #11 4820 North Oak Trafficway PO Box 280 Kansas City MO 64118 816-452-8845 1700991809 2634168 39.182521 -94.576892
600057723 Price Chopper Pharmacy #157 937 NE Woods Chapel Road PO Box 280 Lees Summit MO 64064 816-246-7300 1780744920 2633394 38.982334 -94.358702
606084606 Price Chopper Pharmacy #171 251 SW Greenwich Drive PO Box 280 Lees Summit MO 64082 816-744-2104 1225198468 2635172 38.851231 -94.380771
603529603 Price Chopper Pharmacy #18 8430 Wornall Road PO Box 280 Kansas City MO 64114 816-361-5000 1356456453 2628999 38.975419 -94.595213
603210709 Price Chopper Pharmacy #21 500 Northeast Barry Road PO Box 280 Kansas City MO 64155 816-468-7666 1447365549 2627884 39.246496 -94.574141
608122602 Price Chopper Pharmacy #250 2101 North Highway 7 PO Box 280 Pleasant Hill MO 64080 816-540-3581 1386684173 2630273 38.81379 -94.263886
606355105 Price Chopper Pharmacy #285 900 West Foxwood Drive PO Box 280 Raymore MO 64083 816-265-6134 1427234350 2637760 38.811958 -94.467616
604889006 Price Chopper Pharmacy #36 6475 North Prospect PO Box 280 Gladstone MO 64119 816-453-0503 1891800991 2633142 39.211536 -94.548245
606411700 Price Chopper Pharmacy #37 520 South Commercial PO Box 280 Harrisonville MO 64701 816-380-8037 1649410374 2638457 38.653131 -94.358236
601836703 Price Cutter Pharmacy #11 1730 South Campbell PO Box 280 Springfield MO 65807 417-862-6900 1730253196 2635259 37.183829 -93.294728
606246908 Price Cutter Pharmacy #16 91 South Main Street PO Box 280 Cassville MO 65626 417-847-1077 1104997113 2636225 36.67288 -93.874887
606930709 Price Cutter Pharmacy #17 1013 East Highway 60 PO Box 280 Republic MO 65738 417-732-4512 1518912476 2629092 37.125949 -93.464007
604660001 Price Cutter Pharmacy #21 1223 West Central PO Box 280 Carthage MO 64836 417-237-7400 1023189032 2632633 37.178989 -94.326359
600996102 Price Cutter Pharmacy #32 2525 West College PO Box 280 Springfield MO 65802 417-862-2021 1326145251 2617150 37.209137 -93.326621
607891603 Pricecutter Pharmacy 1901 East Division PO Box 280 Springfield MO 65803 417-866-5502 1679644686 2629648 37.225588 -93.258739
608251609 Pricecutter Pharmacy #23 1503 West Macarthur PO Box 280 Webb City MO 64870 417-673-6302 1396816302 2630538 37.141682 -94.482497
609690706 Pricecutter Pharmacy #3 1720 West Grand Avenue PO Box 280 Springfield MO 65802 417-874-7428 1184706970 2631516 37.196903 -93.314343
607917705 Pricecutter Pharmacy #30 2900 East Sunshine PO Box 280 Springfield MO 65804 417-887-5052 1588735591 2629650 37.180486 -93.237592
607732708 Pricecutter Pharmacy #31 2851 West Republic Road PO Box 280 Springfield MO 65807 417-889-8566 1205907219 2631489 37.138565 -93.335982
602818601 Pricecutter Pharmacy #50 3260 East Battlefield PO Box 280 Springfield MO 65804 417-887-5516 1629149240 2634500 37.15794 -93.228761
600663322 Pricecutter Pharmacy #51 4228 South National PO Box 280 Springfield MO 65810 417-889-6828 1669543674 2634497 37.137049 -93.27803
607868007 Pricecutter Pharmacy #56 300 Ichord Avenue PO Box 280 Waynesville MO 65583 573-774-8469 1841361854 2634473 37.810449 -92.223342
608520409 Pricecutter Pharmacy #57 1850 Maiden Lane PO Box 280 Joplin MO 64801 417-626-0851 1932270949 2634459 37.071737 -94.531844
604978304 Pricecutter Plus Pharmacy #5 2021 West Republic Road PO Box 280 Springfield MO 65807 417-823-4875 1538230156 2634512 37.138488 -93.321079
601438708 Pronto Pharmacy 2602 McClelland Blvd PO Box 280 Joplin MO 64804 417-781-8383 1306935952 2620727 37.062396 -94.532228
600096507 Puxico Drugs Inc 176 E Richardson Ave PO Box 308 Puxico MO 63960 573-222-6206 1740364850 2625943 36.950127 -90.159399
606372605 QoL Meds 1032 Crosswinds Court PO Box 308 Wentzville MO 63385 636-327-3528 1710153093 2637900 38.803181 -90.817718
600323802 Quick Meds Pharmacy Neosho 336 S Jefferson Street PO Box 308 Neosho MO 64850 417-451-1234 1194783753 2629028 36.866923 -94.370098
606278703 Quickmeds Pharmacy 32nd & McClellan 3201 McClelland Boulevard Joplin MO 64804 417-347-6337 1700974771 2637188 37.055007 -94.533168
606699502 Quickmeds Pharmacy Freeman W 1102 West 32nd Street 3201 McClelland Boulevard Joplin MO 64804 417-347-3792 1790743698 2628709 37.054647 -94.5256
603934407 Ramey Pricecutter Pharmacy # 708 South Elliott 3201 McClelland Boulevard Aurora MO 65605 417-678-0493 1114098126 2632429 36.968017 -93.717946
600284814 Randolph Drug Store 301 South Polk 3201 McClelland Boulevard Maysville MO 64469 816-449-2700 1952327108 2615550 39.888191 -94.359175
600123905 Randy's Rx 1012 North Main 3201 McClelland Boulevard Sikeston MO 63801 573-471-0285 1033250998 2623812 36.889481 -89.584768
606105005 RC Long Term Care Pharmacy 157 South Jefferson 3201 McClelland Boulevard Marshall MO 65340 660-886-5534 1871671065 2635386 39.118994 -93.196138
600124002 Red Cross Pharmacy 123 South 2nd Street 3201 McClelland Boulevard Odessa MO 64076 816-633-5518 1093893893 2622339 39.00127 -93.953714
600096101 Red Cross Pharmacy 509 Burkarth Road 3201 McClelland Boulevard Warrensburg MO 64093 660-747-9171 1336227032 2621793 38.76799 -93.723463
600305221 Red Cross Pharmacy #4 227 South Broadway 3201 McClelland Boulevard Salisbury MO 65281 660-388-5221 1982782868 2609836 39.423343 -92.801602
600280705 Red Cross Pharmacy Inc 103 East Mechanic 3201 McClelland Boulevard Harrisonville MO 64701 816-380-3321 1922090158 2618796 38.653006 -94.348649
600305205 Red Cross Pharmacy Inc 52 Arrow Street 3201 McClelland Boulevard Marshall MO 65340 660-886-5533 1740368604 2603466 39.12016 -93.195453
600059208 Red Cross Pharmacy of Kearney 101 West 92 Hwy Suite A 3201 McClelland Boulevard Kearney MO 64060 816-635-4485 1669550547 2608113 39.367758 -94.362397
600305213 Red Cross Pharmacy South 941 South Cherokee Suite 1 3201 McClelland Boulevard Marshall MO 65340 660-886-5558 1467530642 2604165 39.113171 -93.213507
600199202 Red Cross Pharmacy, Inc. 1000 North Jesse James Rd 3201 McClelland Boulevard Excelsior Springs MO 64024 816-637-5555 1376621557 2613621 39.351716 -94.235314
600135412 Regional Care Pharmacy 2055 South Fremont 3201 McClelland Boulevard Springfield MO 65804 417-888-7099 1477505816 2629561 37.176796 -93.271731
600420301 Regional Medical Plaza Pharmacy 404 Keene Street 3201 McClelland Boulevard Columbia MO 65201 573-499-6022 1184738171 2626983 38.955606 -92.289756
606309003 Rehoboth Pharmacy 9944 West Florissant Avenue 3201 McClelland Boulevard St Louis MO 63136 314-868-3333 1700929866 2637354 38.747977 -90.279542
600053805 Remedies Family Pharmacy 1003 Highway 65 North 3201 McClelland Boulevard Carrollton MO 64633 660-542-1111 1790730182 2627098 39.369946 -93.485066
600131510 Rider Drug Inc 1207 South Baltimore 3201 McClelland Boulevard Kirksville MO 63501 660-665-4666 1215014188 2608202 40.185923 -92.571773
600245013 Rinderer Drug, Inc. 4447 Natural Bridge 3201 McClelland Boulevard St Louis MO 63115 314-381-0501 1437140282 2602793 38.670603 -90.237974
600245021 Rinderer Rexall Drug 12141 Bellefontaine Rd 3201 McClelland Boulevard St Louis MO 63138 314-741-8700 1063479897 2602755 38.793711 -90.214132
600451405 Rinderer's Drug Store #8 44 North Florissant Road 3201 McClelland Boulevard Ferguson MO 63135 314-521-2721 1912964743 2623949 38.745749 -90.305213
602986606 Rinderer's Drug Store #9 10017 Bellefontaine Road 3201 McClelland Boulevard St. Louis MO 63137 314-869-2000 1730146580 2627480 38.7502 -90.224113
600133409 Rinderers Union Drug Store 500 West Hwy 50 3201 McClelland Boulevard Union MO 63084 636-583-2110 1821054891 2621236 38.440584 -91.03598
605189109 Rockhill Pharmacy 4235 Locust PO Box 5930 Kansas City MO 64171 816-931-2225 1487641619 2633661 39.050254 -94.580443
600243448 Rogers LTC Pharmacy 2518 1/2 Frederick Avenue PO Box 5930 St Joseph MO 64506 816-671-1161 1790927010 2638609 39.776719 -94.830033
600243414 Rogers Pharmacy 607 State Street PO Box 5930 Mound City MO 64470 660-442-3355 1275574873 2616259 40.131613 -95.232595
600243422 Rogers Pharmacy 411 Main Street PO Box 5930 Tarkio MO 64491 660-736-5512 1720035447 2617679 40.440297 -95.379829
600901805 Rogers Pharmacy 2524 Frederick Avenue PO Box 5930 St Joseph MO 64506 816-232-3348 1902853583 2629270 39.776718 -94.829974
606278901 Rogersville Pharmacy 319 South Main Suite N PO Box 5930 Rogersville MO 65742 417-753-7774 1992853550 2637291 37.113097 -93.058159
600067102 Sac-Osage Hospital Tri-County Clinic 855 Arduser Dr PO Box 560 Osceola MO 64776 417-646-8153 1275627317 2630540 38.050691 -93.688721
600061105 Sam's Drugstore #1/Healthmart 300 North Morley PO Box 957 Moberly MO 65270 660-263-0909 1568453397 2608872 39.420815 -92.433317
606247005 Sam's East Inc 4512 Lemay Ferry Road PO Box 957 St Louis MO 63129 314-894-6893 1316964653 2636477 38.498754 -90.336142
606164606 Sam's Pharmacy #10-6474 2100 Maplewood Commons Drive PO Box 957 St Louis MO 63143 314-644-7734 1043237373 2635615 38.617167 -90.334037
605987908 Sams Pharmacy 10-4741 10248 Big Bend Boulevard PO Box 957 Kirkwood MO 63122 314-965-6737 1598782823 2634334 38.567686 -90.396948
606427706 Sams Pharmacy 10-4985 745 West El Camino Alto Drive PO Box 957 Springfield MO 65810 417-881-9676 1225263171 2638584 37.131863 -93.303036
605055904 Sam's Pharmacy 10-6252 196 Thf Boulevard PO Box 957 Chesterfield MO 63005 636-728-0372 1417974742 2633053 38.667321 -90.59646
605223403 Sam's Pharmacy 10-8125 10735 W Florissant Avenue PO Box 957 St Louis MO 63136 314-522-3420 1962429290 2633522 38.766479 -90.280798
606209708 Sam's Pharmacy 10-8163 101 Conley Road PO Box 957 Columbia MO 65201 573-875-1095 1598782831 2636059 38.950752 -92.293915
603891409 Sams Pharmacy 10-8182 13455 Manchester Road PO Box 957 St Louis MO 63131 314-822-2006 1760409023 2632013 38.598612 -90.469492
605227701 Sam's Pharmacy 10-8207 5110 North Oak Trafficway PO Box 957 Kansas City MO 64118 816-452-7401 1053338384 2633510 39.186455 -94.576773
605223502 Sams Pharmacy 10-8251 2855 Veterans Memorial Parkway PO Box 957 St Charles MO 63303 636-946-7002 1144247479 2633382 38.783496 -90.524027
605268309 Sam's Pharmacy 10-8293 4100 Bolger Drive PO Box 957 Independence MO 64055 816-350-2931 1780601013 2633813 39.04469 -94.364623
603853003 Sam's Pharmacy 10-8296 3660 East Sunshine Blvd PO Box 957 Springfield MO 65809 417-882-8245 1851318117 2631756 37.179931 -93.219335
600586937 Sam's Prescription Shop 7506 Raytown Road PO Box 16598 Raytown MO 64138 816-356-0300 1912926981 2619875 38.986041 -94.464689
600061113 Sams Prescription Shop #3 300 North Church PO Box 509 Fayette MO 65248 660-248-2275 1336251339 2621907 39.148385 -92.685306
600588412 Samuel U. Rodgers Health Center 825 Euclid Avenue PO Box 509 Kansas City MO 64124 816-474-4920 1265649388 2608086 39.103392 -94.558042
603755307 Sarcoxie Pharmacy 1408 High Street PO Box 509 Sarcoxie MO 64862 417-548-7184 1396895611 2631770 37.07138 -94.124804
600094205 Sater Pharmacy 705 Main PO Box 509 Cassville MO 65625 417-847-4381 1831194703 2602426 36.676651 -93.869696
600053409 Saults Drug Store 505 Court Street PO Box 509 Fulton MO 65251 573-642-4186 1609887116 2606537 38.847578 -91.94811
601580715 Schnucks Pharmacy #101 8200 North Lindbergh PO Box 509 Florissant MO 63031 314-921-7345 1538195888 2618784 38.790416 -90.345654
608885208 Schnucks Pharmacy #102 10650 Olive Blvd PO Box 509 St Louis MO 63141 314-432-5599 1104861129 2631299 38.673052 -90.414259
602901803 Schnucks Pharmacy #104 8800 Manchester Road PO Box 509 Brentwood MO 63144 314-962-0323 1932135514 2623507 38.612397 -90.350418
602901605 Schnucks Pharmacy #105 4333 Butler Hill Road PO Box 509 St Louis MO 63128 314-894-2484 1356377600 2623761 38.485845 -90.35774
602902504 Schnucks Pharmacy #106 15425 Manchester Road PO Box 509 Ballwin MO 63011 636-256-7922 1124063144 2624333 38.592983 -90.563902
600125447 Schnucks Pharmacy #107 7450 Hampton Avenue PO Box 509 St Louis MO 63109 314-832-3688 1033154042 2601549 38.565381 -90.29456
602902405 Schnucks Pharmacy #108 13987 New Halls Ferry Road PO Box 509 Florissant MO 63033 314-831-1515 1538104542 2622276 38.807422 -90.297994
601580731 Schnucks Pharmacy #109 11945 Manchester PO Box 509 St Louis MO 63131 314-965-0062 1366487373 2619952 38.601497 -90.433256
600125470 Schnucks Pharmacy #110 577 Mid Rivers Mall Drive PO Box 509 St Peters MO 63376 636-970-2858 1386689396 2617972 38.791671 -90.624821
602902306 Schnucks Pharmacy #111 1950 Zumbehl Road PO Box 509 St Charles MO 63303 636-947-0311 1841226420 2627036 38.779127 -90.530356
603836701 Schnucks Pharmacy #113 3431 Union Boulevard PO Box 509 St Louis MO 63115 314-381-3007 1831125350 2631934 38.678236 -90.259162
602901902 Schnucks Pharmacy #116 12756 Olive Street Road PO Box 509 St Louis MO 63141 314-434-4522 1811925902 2625311 38.680047 -90.473141
609805205 Schnucks Pharmacy #117 2030 Dorsett Road PO Box 509 Maryland Heights MO 63043 314-434-5496 1871653014 2631655 38.714646 -90.456224
602902009 Schnucks Pharmacy #118 5519 Oakville Shopping Ctr PO Box 509 St Louis MO 63128 314-892-2840 1447286794 2623569 38.472668 -90.30572
608571709 Schnucks Pharmacy #121 16580 Manchester Road PO Box 509 Wildwood MO 63040 636-458-9934 1760427785 2631035 38.580795 -90.619294
608535308 Schnucks Pharmacy #123 3029 Highway K PO Box 509 St Charles MO 63304 636-240-7749 1346276698 2630956 38.756071 -90.700405
606191203 Schnucks Pharmacy #124 6083 Mid Rivers Mall Drive PO Box 509 Cottleville MO 63304 636-498-6550 1013952035 2635906 38.744432 -90.634804
608907101 Schnucks Pharmacy #125 6920 Olive Blvd PO Box 509 St Louis MO 63130 314-721-3276 1922034446 2631427 38.664464 -90.314177
605116003 Schnucks Pharmacy #127 3900 Vogel Road PO Box 509 Arnold MO 63010 636-282-7555 1932136371 2633320 38.414433 -90.394651
602902108 Schnucks Pharmacy #129 8660 Veterans Memorial Parkway PO Box 509 O Fallon MO 63366 636-978-3568 1275578288 2620614 38.799068 -90.703273
600125462 Schnucks Pharmacy #133 141 Hilltown Village PO Box 509 Chesterfield MO 63017 636-532-2511 1285662379 2617201 38.659628 -90.552453
606141109 Schnucks Pharmacy #135 101 Civic Center Drive PO Box 509 Lake St Louis MO 63367 636-561-3963 1255367504 2635499 38.78414 -90.796926
600125496 Schnucks Pharmacy #136 8650 Big Bend Boulevard PO Box 509 St Louis MO 63119 314-961-5222 1215972237 2618544 38.583313 -90.357403
601580707 Schnucks Pharmacy #137 10070 Gravois Road PO Box 509 St Louis MO 63123 314-631-6781 1629004973 2618607 38.55062 -90.335393
602901704 Schnucks Pharmacy #139 10233 Manchester Road PO Box 509 Kirkwood MO 63122 314-965-4533 1265468516 2624181 38.600981 -90.395544
600125413 Schnucks Pharmacy #140 1225 South Florissant PO Box 509 St Louis MO 63121 314-524-4144 1679518682 2616184 38.72843 -90.302242
602779902 Schnucks Pharmacy #141 9074 Overland Plaza PO Box 509 St Louis MO 63114 314-426-4211 1174559421 2626248 38.686167 -90.358834
602780009 Schnucks Pharmacy #143 3430 South Grand Boulevard PO Box 509 St Louis MO 63118 314-772-5722 1083640338 2626250 38.594771 -90.243273
600308522 Schnucks Pharmacy #145 8037 West Florissant Avenue PO Box 509 St Louis MO 63136 314-619-2402 1851336879 2629751 38.731081 -90.277305
602130908 Schnucks Pharmacy #149 5055 Arsenal Street PO Box 509 St Louis MO 63139 314-771-5314 1629013636 2621806 38.605688 -90.274492
603955006 Schnucks Pharmacy #180 10275 Clayton Road PO Box 509 St Louis MO 63124 314-983-0142 1023045465 2632467 38.633197 -90.404503
603146200 Schnucks Pharmacy #184 74 Grandview Plaza Center PO Box 509 Florissant MO 63033 314-838-1366 1942237250 2627745 38.775469 -90.305231
603748708 Schnucks Pharmacy #188 8867 Ladue Road PO Box 509 St Louis MO 63124 314-725-3264 1033154059 2628595 38.653489 -90.352502
600125488 Schnucks Pharmacy #191 11253 St Charles Rock Road PO Box 509 Bridgeton MO 63044 314-738-0235 1104852623 2618001 38.739263 -90.401491
600308597 Schnucks Pharmacy #192 1020 Loughborough PO Box 509 St Louis MO 63111 314-752-5272 1528094877 2629989 38.557941 -90.261865
602902207 Schnucks Pharmacy #193 5434 Southfield Center PO Box 509 St Louis MO 63123 314-849-2363 1902834096 2623773 38.526904 -90.361254
606221208 Schnucks Pharmacy #196 245 East Fifth Street PO Box 509 Eureka MO 63025 636-587-8929 1922043942 2636136 38.507181 -90.621393
602358707 Schnucks Pharmacy #227 4171 Lindell Boulevard PO Box 509 St Louis MO 63108 314-533-8234 1013943539 2629787 38.640432 -90.247402
605850205 Schnucks Pharmacy #258 60 Hampton Village Plaza PO Box 509 St Louis MO 63109 314-832-7700 1447288535 2634601 38.592838 -90.292191
607820701 Schnucks Pharmacy #266 9540 Watson Road PO Box 509 St Louis MO 63126 314-849-0527 1891721148 2629876 38.557466 -90.37974
608030805 Schnucks Pharmacy #272 6600 Clayton Road PO Box 509 St Louis MO 63117 314-644-3580 1437185782 2630083 38.634332 -90.31565
600130744 Schnucks Pharmacy #273 1310 Big Bend Square PO Box 509 Ballwin MO 63021 636-225-4633 1619913704 2629890 38.56709 -90.497123
601371917 Schnucks Pharmacy #276 1160 Shackelford PO Box 509 Florissant MO 63031 314-838-4660 1720016819 2629915 38.813366 -90.347792
600308530 Schnucks Pharmacy #281 4127 North Grand PO Box 509 St Louis MO 63107 314-531-1415 1700812054 2629939 38.665794 -90.21367
601371925 Schnucks Pharmacy #284 800 South Duchesne PO Box 509 St Charles MO 63301 636-946-0738 1619903960 2629941 38.788466 -90.513853
606433209 Schnucks Pharmacy #301 315 North 9th Street PO Box 509 St Louis MO 63101 314-436-7491 1497985097 2638724 38.629084 -90.193577
606431500 Schnucks Pharmacy #327 3960 Lindell Boulevard PO Box 509 St Louis MO 63108 314-533-2992 1689801714 2638635 38.639126 -90.242516
600245203 Schnucks Pharmacy #702 19 South Kingshighway PO Box 509 Cape Girardeau MO 63701 573-334-9125 1851336861 2613950 37.30622 -89.551978
603655903 Schnucks Pharmacy #714 1400 Forum Boulevard PO Box 509 Columbia MO 65205 573-446-2804 1295770212 2628406 38.935047 -92.360409
603748203 Schnucks Pharmacy #725 1960 Wentzville Parkway PO Box 509 Wentzville MO 63385 636-332-8640 1942245964 2628696 38.814959 -90.875849
605867803 Schnucks Pharmacy #726 1801 Missouri Boulevard PO Box 509 Jefferson City MO 65109 573-635-8910 1750317335 2634637 38.580667 -92.19963
600135016 Schroeder Drugs 201 Elm Street PO Box 509 Washington MO 63090 636-239-4707 1538173976 2602820 38.560034 -91.014061
600135008 Schroeders Pharmacy 901 Patients First Drive PO Box 509 Washington MO 63090 636-239-7656 1740294180 2615776 38.547956 -91.003746
606141901 Scotland County Pharmacy 445 East Grand Avenue PO Box 509 Memphis MO 63555 660-465-2400 1417992116 2635603 40.451224 -92.164762
600051213 Scott Family Pharmacy LLC 414 West Grand Avenue PO Box 509 Campbell MO 63933 573-246-2514 1932215415 2620830 36.492423 -90.076308
608466009 Semo Drugs of Kennett 1312 First Street PO Box 509 Kennett MO 63857 573-888-8880 1548349715 2630881 36.236754 -90.041781
600051205 Semo Drugs, Inc. 101-103 W Commercial PO Box 700 Senath MO 63876 573-738-2097 1356338669 2609913 36.134217 -90.15925
601757909 Seymour Pharmacy 214 South Main Street 3220 South Wisconsin Seymour MO 65746 417-935-4900 1508902974 2602197 37.147392 -92.768007
606243905 Sg Mh Pharmacy Route 32 & 61 3220 South Wisconsin Ste Genevieve MO 63670 573-883-7730 1558414169 2636287 37.968347 -90.053968
609950100 Shelbina Pharmacy LLC 201 North Center Suite A 3220 South Wisconsin Shelbina MO 63468 573-588-2143 1568694297 2638748 39.694064 -92.039895
606441806 Sherris Pharmacy Service 108 East 1st Street Suite A 3220 South Wisconsin Grant City MO 64456 660-564-3784 1487988937 2638851 40.488384 -94.415505
606352102 Shop N Save Pharmacy #4515/4 100 Jungerman Road 3220 South Wisconsin St Peters MO 63376 636-441-9600 1104005651 2637710 38.793739 -90.576414
602011900 Shop N Save Pharmacy #4518/4 15446 Manchester Road 3220 South Wisconsin Ellisville MO 63011 636-227-0830 1538274675 2620777 38.592599 -90.565128
602347007 Shop N Save Pharmacy #4521/4 1275 North Truman Boulevard 3220 South Wisconsin Festus MO 63028 636-937-4686 1447365580 2623800 38.2352 -90.3926
606203800 Shop N Save Pharmacy #4522/4 1032 Lemay Ferry Road 3220 South Wisconsin St Louis MO 63125 314-544-4963 1114032240 2636112 38.534704 -90.285736
602804700 Shop N Save Pharmacy #4527/4 10461 Manchester Road 3220 South Wisconsin Kirkwood MO 63122 314-984-0422 1083729123 2626274 38.600749 -90.400952
603676206 Shop N Save Pharmacy #4528/4 Lindbergh at New Halls Ferry Road 175 Flower Valley Shopping Center Florissant MO 63033 314-837-8052 1891800934 2627719 38.809208 -90.298927
605950609 Shop N Save Pharmacy #4529/4 10634 St Charles Rock Road 175 Flower Valley Shopping Center St Ann MO 63074 314-426-4180 1033224167 2634550 38.731535 -90.388558
603104506 Shop N Save Pharmacy #4531/4 4660 Chippewa 175 Flower Valley Shopping Center St Louis MO 63116 314-752-2156 1205942513 2627707 38.591262 -90.2727
600130710 Shop N Save Pharmacy #4532/4 24 Ofallon Square 175 Flower Valley Shopping Center O Fallon MO 63366 636-240-1535 1174638217 2625032 38.801438 -90.700329
609805908 Shop N Save Pharmacy #4533/4 7355 Manchester Road 175 Flower Valley Shopping Center Maplewood MO 63143 314-645-8495 1700991841 2631679 38.613054 -90.318705
606349603 Shop N Save Pharmacy #4535/4 196 Mayfair Plaza Shopping Center 175 Flower Valley Shopping Center Florissant MO 63033 314-438-8383 1952580334 2637734 38.794685 -90.232477
605445303 Shop N Save Pharmacy #4537/4 1253 Watertower Place 175 Flower Valley Shopping Center Arnold MO 63010 636-282-0591 1215042346 2634170 38.440642 -90.375128
606041705 Shop N Save Pharmacy #4538/4 10805 Old Halls Ferry 175 Flower Valley Shopping Center St Louis MO 63136 314-867-3024 1588779615 2634839 38.767843 -90.260136
606022002 Shop N Save Pharmacy #4539/4 49 North Florissant Road 175 Flower Valley Shopping Center Ferguson MO 63135 314-522-1071 1396850426 2634942 38.746747 -90.306193
605153600 Shop N Save Pharmacy #4540/4 3740 Monticello Plaza Drive 175 Flower Valley Shopping Center St Charles MO 63304 636-300-0629 1306951439 2633623 38.734074 -90.689741
605031004 Shop N Save Pharmacy #4541/4 45 Gravois Bluffs Plaza Drive 175 Flower Valley Shopping Center Fenton MO 63026 636-343-5488 1497860522 2633407 38.507055 -90.446908
604793406 Shop N Save Pharmacy #4542/4 60 Harvester Square 175 Flower Valley Shopping Center St Charles MO 63303 636-441-3300 1619082757 2632936 38.749849 -90.564077
605950807 Shop N Save Pharmacy #4543/4 9070 St Charles Rock Road 175 Flower Valley Shopping Center Overland MO 63114 314-733-0607 1942315072 2634649 38.713072 -90.354971
605445402 Shop N Save Pharmacy #4544/4 7057 Chippewa 175 Flower Valley Shopping Center St Louis MO 63119 314-645-1371 1124133251 2634221 38.585252 -90.315609
605950708 Shop N Save Pharmacy #4545/4 3865 Gravois 175 Flower Valley Shopping Center St Louis MO 63116 314-771-0218 1851406987 2634776 38.591677 -90.250464
606135804 Shop N Save Pharmacy #4547/4 1023 Crossroads Place 175 Flower Valley Shopping Center High Ridge MO 63049 636-677-5380 1205941333 2635514 38.4641 -90.527155
606307700 Shop N Save Pharmacy #4548/4 2183 Charbonier Road 175 Flower Valley Shopping Center Florissant MO 63031 314-839-1327 1821172313 2637176 38.809916 -90.360248
606309607 Shop N Save Pharmacy #4549/4 9521 Lewis And Clark Boulevard 175 Flower Valley Shopping Center St Louis MO 63136 314-869-2897 1225165921 2637366 38.735762 -90.241459
606272201 Shop N Save Pharmacy #4550/4 7909 Highway N 175 Flower Valley Shopping Center Dardenne Prairie MO 63368 636-561-8450 1417056359 2637138 38.765939 -90.760987
603143009 Sinks Pharmacy 1113 Hauck Drive 175 Flower Valley Shopping Center Rolla MO 65401 573-364-9616 1972607935 2627757 37.952478 -91.753153
606181303 Sinks Pharmacy 606 Highway 63 South 175 Flower Valley Shopping Center Vienna MO 65582 573-442-6400 1538158274 2635944 38.147832 -91.886049
608602108 Sinks Pharmacy #100 206 D Alvarado PO Box 934 Belle MO 65013 573-859-3100 1700976594 2631124 38.290458 -91.72087
604007401 Sinks Pharmacy South 1008 South Bishop PO Box 934 Rolla MO 65401 573-308-4899 1740385608 2632669 37.929433 -91.779175
600054100 Sisk Pharmacy 101 North Main Street PO Box 125 Licking MO 65542 573-674-2922 1235186842 2608466 37.50154 -91.857084
606351609 Skaggs Community Hospital Pharmacy 251 Skaggs Road PO Box 125 Branson MO 65616 417-335-7353 1548456601 2637657 36.649924 -93.222194
606361103 Smiley Lane Pharmacy 2325 Smiley Lane PO Box 125 Columbia MO 65202 573-817-3555 1942488242 2637823 38.992988 -92.303268
601836752 Smitty's Pharmacy #10 601 South Jefferson PO Box 125 Lebanon MO 65536 417-588-3313 1487725495 2635209 37.6762 -92.658353
600446702 Southeast Missouri Quality Care 215 East Russell Street PO Box 125 Ironton MO 63650 573-546-7111 1376714014 2637885 37.597451 -90.62558
601716301 Spalitto's Pharmacy 3801 Independence Avenue PO Box 125 Kansas City MO 64124 816-231-4717 1154475432 2604418 39.105699 -94.537061
602470304 Special Design Healthcare 61 Doctors Park PO Box 125 Cape Girardeau MO 63703 573-335-1500 1275554925 2631504 37.294866 -89.574828
605142900 SSM Infusion Services LLC 11483 Page Service Drive PO Box 125 St Louis MO 63146 314-428-0365 1245260934 2633659 38.698981 -90.419236
602180200 St Ann Medicine Shoppe 10056 St Charles Rock Rd 12255 Depaul Drive St Ann MO 63074 314-429-6909 1831225234 2622341 38.724908 -90.376853
606327302 St Anthonys Medical Center P 10010 Kennerly Road 12255 Depaul Drive St Louis MO 63128 314-525-1230 1760609671 2614130 38.509472 -90.377715
600307409 St Anthony's Professional Pharmacy, LLC 10004 Kennerly Road 12255 Depaul Drive St Louis MO 63128 314-525-4777 1053357566 2628898 38.509396 -90.377638
600284905 St Charles Clinic (Pharmacy) 1551 Wall Street Suite 320 12255 Depaul Drive St Charles MO 63303 636-669-2223 1164581526 2610221 38.779866 -90.52439
600279905 St Charles Rexall Drug 550 First Capitol Drive 12255 Depaul Drive St Charles MO 63301 636-723-1366 1013076017 2601474 38.781747 -90.488304
600245104 St Clair Rexall Drug Co Inc 855 North Commercial 12255 Depaul Drive St Clair MO 63077 636-629-0710 1720079551 2610271 38.354471 -90.977663
600135404 St Johns Hospital Pharmacy 1235 East Cherokee Street 12255 Depaul Drive Springfield MO 65804 417-820-2777 1598712366 2613809 37.178372 -93.275722
608291704 St Johns Mercy Infusion Ther 13185 Lakefront Drive 12255 Depaul Drive Earth City MO 63045 314-506-6050 1346325032 2630867 38.773384 -90.456482
600567408 St Johns Mercy Medical Center Jfk Clinic Pharmacy 615 South New Ballas Road 12255 Depaul Drive St. Louis MO 63141 314-569-6044 1639155898 2628379 38.646024 -90.443631
600567424 St Johns Mercy Medical Center Pharmacy 615 South New Ballas Road 12255 Depaul Drive St. Louis MO 63141 314-569-6046 1427098169 2614128 38.646024 -90.443631
602482200 St Johns Mercy Pharmacy - South 12348 Old Tesson Road Suite 100 12255 Depaul Drive St Louis MO 63128 314-467-3888 1548251929 2624775 38.511157 -90.372861
600567416 St Johns Mercy Pharmacy - St Johns 621 South New Ballas Road 12255 Depaul Drive St Louis MO 63141 314-251-7444 1164413530 2605852 38.644575 -90.44366
606103208 St Johns Mercy Pharmacy - Washington 851 East 5th Street Suite 104 12255 Depaul Drive Washington MO 63090 636-390-7333 1508857996 2635297 38.552595 -91.002573
606186609 St Johns Mercy Pharmacy West 12680 Olive Boulevard 12255 Depaul Drive St Louis MO 63141 314-251-8989 1689665077 2635881 38.678648 -90.4702
600095004 St Johns Pharmacy - Lebanon 200 Hospital Drive 12255 Depaul Drive Lebanon MO 65536 417-533-6770 1053368761 2608339 37.680812 -92.632675
606187300 St Johns Pharmacy - Rolla 1100 West 10th Street 940 West Mount Vernon Rolla MO 65401 417-820-6624 1306944301 2637114 37.951604 -91.786747
600243901 St Johns Pharmacy - St James 105 West Eldon Street 940 West Mount Vernon St James MO 65559 573-265-8901 1770528382 2627074 37.998916 -91.614007
605986702 St Johns Pharmacy - St Robert 586 Old Route 66 PO Box 1170 St Robert MO 65584 573-336-0215 1659328268 2634815 37.820971 -92.156198
600930903 St Louis Childrens Hospital Pharmacy One Childrens Place PO Box 1170 St Louis MO 63110 314-454-6000 1124135744 2611817 38.637397 -90.264889
600567507 St Louis Connectcare Pharmacy 5535 Delmar PO Box 1170 St Louis MO 63112 314-879-6204 1548344864 2631477 38.653734 -90.280162
602456006 St Lukes Pharmacy 224 South Woodsmill Road Suite 350 South PO Box 1170 Chesterfield MO 63017 314-205-6023 1861483232 2624597 38.652535 -90.5067
600567515 St Lukes Pharmacy-Winghaven 5551 Winghaven Boulevard Suite 120 PO Box 1170 O Fallon MO 63368 636-695-2555 1619968096 2619560 38.753221 -90.743882
607727807 St Marys Holts Summit Phcy 140 Northstar PO Box 1170 Holts Summit MO 65043 573-896-4579 1356452155 2629321 38.655401 -92.113526
602758807 St Marys Medical Plaza Pharmacy 200 St Marys Medical Plaza PO Box 1170 Jefferson City MO 65101 573-659-2111 1922119726 2626325 38.580472 -92.180536
601674609 St Marys Pharmacy #184 #5 Diamond Boulevard PO Box 1170 Hannibal MO 63401 573-221-3000 1033217872 2606703 39.727386 -91.395965
600305403 St Marys Tipton Pharmacy 875 Highway 5 South PO Box 1170 Tipton MO 65081 660-433-5404 1427063072 2630285 38.651064 -92.783501
605454206 Stadium Pharmacy 4811 South Arrowhead Drive HCR 65 Box 7 Independence MO 64055 816-356-4600 1013062090 2634411 39.031087 -94.358911
600242317 Standard Drug Company #2 305 Hawthorn HCR 65 Box 7 St Charles MO 63301 636-946-3890 1982780730 2601335 38.794695 -90.498857
600242333 Standard Drug Company #5 3110 West Clay HCR 65 Box 7 St Charles MO 63301 636-946-6499 1811070881 2601359 38.787986 -90.53764
600663405 Stanley's Pharmacy 1365 Spur Drive PO Box 93 Marshfield MO 65706 417-468-2530 1497890529 2601955 37.34329 -92.931566
601584006 Star Pharmacy 118 East Rolla PO Box 69 Hartville MO 65667 417-741-6266 1437235397 2627012 37.250776 -92.50982
600056709 Stark Pharmacy 6420 Prospect Suite T103 PO Box 69 Kansas City MO 64132 816-363-3232 1225043839 2634295 39.009975 -94.556469
605370006 Steelville Drug 503 West Main PO Box AB Steelville MO 65565 573-775-2900 1679601421 2634194 37.966888 -91.360088
600749006 Stephen's Pharmacy, Inc. 1100 S Springfield PO Box 657 Bolivar MO 65613 417-326-2416 1093726630 2612857 37.604628 -93.406274
607804804 Sterling Healthcare Services 808 Hunter Suite 1 PO Box 886 Sikeston MO 63801 573-472-0464 1619981693 2629523 36.884025 -89.580466
606433704 Sterling Pharmacy 19321 East US 40 Highway Suite A PO Box 886 Independence MO 64055 816-795-6034 1790918639 2638798 39.030337 -94.355058
600200604 Stevenson Family Pharmacy 6201 King Hill Avenue PO Box 886 St Joseph MO 64504 816-238-2424 1952349367 2623610 39.711127 -94.862067
600308407 Stewarts Drug Co 227 East Main Street PO Box 886 Warrenton MO 63383 636-456-3419 1699889667 2612388 38.811144 -91.144656
600097406 Stoner Drug 315 South Main PO Box 310 Rock Port MO 64482 660-744-2433 1255407912 2609723 40.411475 -95.514669
606463701 Stones Corner Pharmacy 6059 North Main Street Road PO Box 310 Webb City MO 64870 417-624-6590 1205158375 2638990 37.139979 -94.511033
600587802 Strauser Drugs 6 East Springfield PO Box 310 Sullivan MO 63080 573-860-2691 1467454629 2613986 38.214368 -91.160425
602185100 Sun Fresh Pharmacy 2415 NE Vivion Road PO Box 310 Kansas City MO 64118 816-454-7887 1821153255 2629030 39.184309 -94.551495
604819201 Sun Fresh Pharmacy 10225 North Oak Trafficway PO Box 310 Kansas City MO 64155 816-734-3600 1376606988 2633015 39.279127 -94.575399
600051502 Super D Drugs #16 702 North Main PO Box 310 Sikeston MO 63801 573-472-0778 1326121732 2609975 36.88577 -89.58121
601283005 Super D Drugs #49 1404 Missouri Boulevard PO Box 310 Jefferson City MO 65109 573-635-3015 1144303553 2617655 38.578479 -92.192571
602198707 Super Saver Discount Pharmacy Hwy 53 & S Broadway PO Box 1187 Poplar Bluff MO 63901 573-686-1919 1780798751 2622858 36.736397 -90.397433
606154102 Sweet Springs Pharmacy 401 South Locust PO Box 1187 Sweet Springs MO 65351 660-335-6300 1457436743 2635704 38.963098 -93.415023
600586119 Swope Parkway Health Center 3801 Blue Parkway PO Box 1187 Kansas City MO 64130 816-923-5800 1871633867 2607743 39.035837 -94.540578
601191307 Swords Family Pharmacy 300 South Ohio Street PO Box 1187 Sedalia MO 65301 660-826-0462 1275544835 2624876 38.708468 -93.228387
606430403 Tara Pharmacy, SE LLC 11643 Lilburn Park Road PO Box 1187 St Louis MO 63146 314-567-7239 1720218506 2638697 38.696254 -90.426999
606279404 Target Pharmacy T-0774 3151 East 7th Street PO Box 1187 Joplin MO 64801 417-659-8755 1154403525 2637075 37.084303 -94.473809
606280501 Target Pharmacy T-0992 202 Siemers Drive PO Box 1187 Cape Girardeau MO 63701 573-339-1778 1972685345 2637087 37.300161 -89.581821
603955501 Target Pharmacy T-1102 25 Brentwood Promenade PO Box 1187 Brentwood MO 63144 314-918-1939 1679595367 2632188 38.627845 -90.342595
603955402 Target Pharmacy T-1177 8420 North Madison Avenue PO Box 1187 Kansas City MO 64155 816-436-8025 1588686273 2632190 39.248158 -94.594071
604623009 Target Pharmacy T-1201 17810 East 39th Street PO Box 1187 Independence MO 64055 816-478-3645 1396767083 2632619 39.04855 -94.3699
605017607 Target Pharmacy T-1278 3849 Vogel Road PO Box 1187 Arnold MO 63010 636-287-1339 1205858990 2633281 38.413946 -90.395504
605017805 Target Pharmacy T-1279 1042 South Kirkwood PO Box 1187 Kirkwood MO 63122 314-822-4865 1841212537 2633293 38.564802 -90.406569
605017706 Target Pharmacy T-1280 3881 Mexico Road PO Box 1187 St Charles MO 63303 636-922-3064 1750303442 2633306 38.791155 -90.565293
605219906 Target Pharmacy T-1314 197 Gravois Bluff Plaza Dr PO Box 1187 Fenton MO 63026 636-326-7508 1669494357 2633736 38.502185 -90.447153
605930106 Target Pharmacy T-1353 40 THF Boulevard PO Box 1187 Chesterfield MO 63005 636-536-6215 1780606483 2634699 38.667495 -90.585283
605382100 Target Pharmacy T-1388 4375 Chouteau Trafficway PO Box 1187 Kansas City MO 64117 816-452-8079 1699797399 2634067 39.17318 -94.535179
605759901 Target Pharmacy T-1392 1850 NW Chipman Road PO Box 1187 Lees Summit MO 64081 816-524-1753 1962424663 2634360 38.926499 -94.41123
605930007 Target Pharmacy T-1436 8509 State Line Road PO Box 1187 Kansas City MO 64114 816-444-0019 1598787293 2634702 38.97441 -94.608004
605858109 Target Pharmacy T-1455 9220 Northeast Barry Road PO Box 1187 Kansas City MO 64157 816-781-2407 1871515577 2634574 39.245014 -94.463499
605930205 Target Pharmacy T-1509 4250 Rusty Road PO Box 1187 St Louis MO 63128 314-892-6428 1407878101 2634714 38.508641 -90.339955
606226603 Target Pharmacy T-1515 4255 Hampton Avenue PO Box 1187 St Louis MO 63109 314-802-0123 1861414567 2636186 38.592321 -90.294676
606026508 Target Pharmacy T-1538 1106 East North Avenue PO Box 1187 Belton MO 64012 816-331-4325 1225050925 2634877 38.813928 -94.516756
606102903 Target Pharmacy T-1840 1201 West 136th Street PO Box 1187 Kansas City MO 64145 816-412-0109 1134141831 2635184 38.881351 -94.605308
606184802 Target Pharmacy T-1977 5201 North Belt Highway Suite H PO Box 1187 St Joseph MO 64506 816-671-0822 1952323651 2635879 39.81631 -94.814868
606274009 Target Pharmacy T-2050 8007 West Florissant Avenue PO Box 1187 Jennings MO 63136 314-513-0194 1568544708 2637099 38.730946 -90.277325
606246403 Target Pharmacy T-2098 1200 Branson Hills Parkway PO Box 1187 Branson MO 65616 417-243-4513 1770505471 2636415 36.6697 -93.2254
606346906 Target Pharmacy T-2345 1883 Wentzville Parkway PO Box 1187 Wentzville MO 63385 636-639-7434 1609060789 2637645 38.817631 -90.877459
606056000 Target Pharmacy T-26 15025 Manchester Road PO Box 1187 Ballwin MO 63011 636-227-9436 1316969017 2634865 38.593068 -90.547686
606259406 Target Store T-0752 735 West Stadium Boulevard PO Box 1187 Jefferson City MO 65109 573-635-8401 1194767384 2636946 38.58103 -92.216001
606262004 Target Store T-1031 1825 East Primrose Street PO Box 1187 Springfield MO 65804 417-889-1511 1396786331 2636958 37.149807 -93.262664
606380905 Target Store T-1952 1272 Town & Country Crossing Drive PO Box 1187 Chesterfield MO 63017 636-591-0235 1629239975 2638003 38.620501 -90.518015
606335701 Target Store T-2255 1851 Vernaci Drive PO Box 1187 Washington MO 63090 636-825-7701 1437366283 2637405 38.535835 -90.981655
606381002 Target Store T-2423 9040 North Skyview Avenue PO Box 1187 Kansas City MO 64154 816-410-2941 1437310521 2638015 39.260959 -94.658734
609946603 Target Store T-2525 1040 Northeast Corando PO Box 1187 Blue Springs MO 64014 816-622-3401 1649402595 2638736 39.025171 -94.249559
606261204 Target Stores T-2103 7955 Highway N PO Box 1187 Dardenne Prairie MO 63368 636-625-2820 1427091693 2636960 38.765954 -90.763496
604780007 Target T-1241 2300 Highway K PO Box 1187 O Fallon MO 63366 636-379-1918 1447273792 2632746 38.777231 -90.699743
600995005 Teko Pharmacy 501 Teaco PO Box 120 Kennett MO 63857 573-888-6673 1356455778 2617225 36.232884 -90.042328
606270700 Thayer Drug Store LLC 623 South 6th Street PO Box 120 Thayer MO 65791 417-264-3784 1326110396 2637227 36.518692 -91.542832
602030801 The Medicine Shoppe 215 Thresher PO Box 145 Eureka MO 63025 636-938-4600 1790794394 2621123 38.500562 -90.626312
600247209 The Medicine Shoppe 864 North Kingshighway PO Box 145 Cape Girardeau MO 63701 573-334-4761 1700991742 2616526 37.317913 -89.554964
602031403 The Medicine Shoppe 1940 East 20th Street PO Box 145 Joplin MO 64804 417-781-2332 1003971433 2621173 37.069144 -94.491866
606130102 Theodosia Pharmacy #2 West Highway 160 PO Box 353 Theodosia MO 65761 417-273-4555 1386706992 2635502 36.582278 -92.667059
600121008 Thompson Family Drug 119 East Main PO Box 353 Pierce City MO 65723 417-476-2828 1447329966 2616247 36.945033 -94.002632
608917902 Tmc, Inc, Behavioral Health Pharmacy 2211 Charlotte Street PO Box 353 Kansas City MO 64108 816-404-1000 1740407147 2631352 39.086071 -94.574412
600202816 Tolson Drug Co. 226 East High Street PO Box 1051 Jefferson City MO 65102 573-636-4022 1174531347 2607173 38.575675 -92.170865
603775008 Town & Country Pharmacy 707 Specialty Drive PO Box 1051 Dexter MO 63841 573-624-3733 1073689733 2631744 36.80157 -89.967632
601504103 Town Pharmacy, Inc. 302 South Prairie PO Box 337 Bloomfield MO 63825 573-568-2643 1225112345 2604874 36.882196 -89.929493
600245401 Towne Pharmacy (The) 304 Theresa PO Box 337 Cuba MO 65453 573-885-7212 1750447637 2614786 38.068762 -91.403405
606344703 Trilogy Healthcare LLC 1876 Craigshire Road 1001 East 101st Terrace Suite 240 St Louis MO 63146 314-542-0022 1316929599 2636097 38.692599 -90.448025
600568406 Truman Medical Center Lakewood (Pharmacy) 7900 Lees Summit Road 1001 East 101st Terrace Suite 240 Kansas City MO 64139 816-404-7000 1639204605 2614611 38.973439 -94.390645
606279206 Twin City Pharmacy 1447 US Highway 61 Suite A 1001 East 101st Terrace Suite 240 Festus MO 63028 636-937-8228 1215010095 2637203 38.194677 -90.395705
600995807 Twin City Pharmacy Inc 106 North First Street PO Box 739 Marble Hill MO 63764 573-238-4177 1568575033 2617275 37.2975 -89.9777
600565410 UMC Green Meadows Pharmacy 3217 South Providence PO Box 739 Columbia MO 65203 573-882-3150 1598776031 2624624 38.91509 -92.334911
608584207 University Physicians Medical Bldg Phcy 1101 Hospital Drive 2200 Fowler Columbia MO 65212 573-882-8300 1316040330 2631073 38.938481 -92.32476
600200802 USA Drug #7636 120 East Karsch 2200 Fowler Farmington MO 63640 573-756-6421 1356321285 2635122 37.787229 -90.418267
600126700 USA Drug #7638 1142 North Desloge Drive 1107 West Liberty Desloge MO 63601 573-431-2242 1124008081 2626919 37.880221 -90.517385
606246809 UVANTA Pharmacy - St Louis 2067 Concourse Drive 1107 West Liberty St Louis MO 63146 314-373-1111 1780615393 2636491 38.696159 -90.436866
600804017 Van Buren Drug 406 Main Street PO Box 361 Van Buren MO 63965 573-323-8159 1881796225 2626440 36.997029 -91.01486
600280309 Vandalia Drug 112 North Main PO Box 361 Vandalia MO 63382 573-594-2136 1447397948 2612314 39.309022 -91.486858
600126916 Vandivort Drug 117 West Fourth PO Box 361 Salem MO 65560 573-729-4114 1225072093 2609824 37.645296 -91.536568
600135800 Vista Pharmacy #6139 1601 Missouri PO Box 361 Carthage MO 64836 417-358-3140 1447206024 2604305 37.161838 -94.316103
600124903 Vital Care of St Louis 1A Document Drive PO Box 361 St Louis MO 63114 314-961-4404 1023173986 2624701 38.680026 -90.357073
603942905 Walgreen 15390 New Halls Ferry Road PO Box 361 Florissant MO 63031 314-831-9916 1487661492 2632176 38.825017 -90.308872
608514600 Walgreen #03687 4492 Central School Road PO Box 361 St Charles MO 63304 636-936-8744 1629083647 2630778 38.7432 -90.612704
600588909 Walgreen #11350 5790 Lucas Hunt Road PO Box 361 St Louis MO 63136 314-382-5114 1669487807 2600167 38.734722 -90.277417
609798707 Walgreen #4224 1536 East 23rd Street PO Box 361 Independence MO 64055 816-252-0752 1891700811 2631592 39.0786 -94.39519
603926908 Walgreen Co #04701 16105 Manchester Road PO Box 361 Ellisville MO 63011 636-391-3202 1578570586 2632140 38.590374 -90.596559
600401103 Walgreen Drug Store 12098 Lusher Road PO Box 361 St Louis MO 63138 314-355-0500 1013922251 2601486 38.795334 -90.229771
602950107 Walgreens 776 Jeffco Blvd PO Box 361 Arnold MO 63010 636-296-9490 1568477719 2627290 38.448998 -90.36824
601399207 Walgreens 15315 Manchester Road PO Box 361 Ballwin MO 63011 636-227-5828 1952317497 2618277 38.593024 -90.558381
600449904 Walgreens 14529 Manchester Road PO Box 361 Manchester MO 63011 636-227-4512 1063428522 2627199 38.593234 -90.523197
602820805 Walgreens 1391 Big Bend Road PO Box 361 Ballwin MO 63021 636-861-1988 1831104082 2626452 38.567816 -90.496226
600401905 Walgreens 701 Gravois Bluff Boulevard PO Box 361 Fenton MO 63026 636-343-8402 1659386894 2613354 38.507604 -90.444354
601399306 Walgreens 460 North Highway 67 PO Box 361 Florissant MO 63031 314-831-6448 1821003062 2618241 38.797514 -90.337848
603632407 Walgreens 1705 Shackleford Road PO Box 361 Florissant MO 63031 314-831-5559 1891701363 2628280 38.818993 -90.342664
603296609 Walgreens 12400 Old Halls Ferry Road PO Box 361 Florissant MO 63033 314-741-8688 1881600344 2627947 38.793832 -90.267023
600400907 Walgreens 3160 North Highway 67 PO Box 361 Florissant MO 63033 314-837-4332 1750396990 2600143 38.810422 -90.296363
600401202 Walgreens 7398 North Lindbergh Boulevard PO Box 361 Hazelwood MO 63042 314-895-2600 1487756847 2601498 38.783627 -90.355119
603274606 Walgreens 12345 St Charles Rock Road PO Box 361 Bridgeton MO 63044 314-770-2479 1477568624 2627872 38.753415 -90.428529
602932105 Walgreens 10585 St Charles Rock Rd PO Box 361 St Ann MO 63074 314-427-1962 1487669628 2600206 38.731361 -90.387645
602374605 Walgreens 4218 Lindell Boulevard PO Box 361 St Louis MO 63108 314-371-4286 1669487815 2624028 38.640453 -90.248865
602482101 Walgreens 4925 Southwest Avenue PO Box 361 St Louis MO 63110 314-773-5818 1578578720 2624787 38.612685 -90.268173
602557803 Walgreens 5550 South Grand Blvd PO Box 361 St Louis MO 63111 314-352-7122 1295740447 2625082 38.569055 -90.253774
602054603 Walgreens 9320 Lackland Road PO Box 361 St Louis MO 63114 314-429-4636 1285649426 2621200 38.700131 -90.361126
602477507 Walgreens 3300 Brown Road PO Box 361 St Louis MO 63114 314-427-6221 1538175922 2624573 38.711514 -90.349931
600449003 Walgreens 7339 Gravois Avenue PO Box 361 St Louis MO 63116 314-752-0722 1932116944 2630970 38.564328 -90.294432
602291700 Walgreens 6411 Gravois Avenue PO Box 361 St Louis MO 63116 314-832-4210 1336155894 2623420 38.573705 -90.281063
601849201 Walgreens 9801 Manchester Road PO Box 361 St Louis MO 63119 314-963-3381 1306870431 2619914 38.607221 -90.373117
601399009 Walgreens 8571 Watson Road PO Box 361 Webster Groves MO 63119 314-962-5545 1861408304 2618289 38.565211 -90.357809
600401707 Walgreens 7199 Natural Bridge Road PO Box 361 St Louis MO 63121 314-382-9926 1578578712 2600181 38.701564 -90.292237
601399108 Walgreens 441 North Kirkwood PO Box 361 Kirkwood MO 63122 314-965-7944 1558376798 2618265 38.58564 -90.406412
602004707 Walgreens 651 Lemay Ferry Road PO Box 361 St Louis MO 63125 314-631-4769 1376558510 2620195 38.5413 -90.279453
602240905 Walgreens 9807 Watson Road Suite M PO Box 361 St Louis MO 63126 314-966-0605 1811902059 2622973 38.557013 -90.388037
602371502 Walgreens 9978 Kennerly Road PO Box 361 St Louis MO 63128 314-843-3736 1699713776 2623901 38.509205 -90.377449
601371503 Walgreens 4400 Lemay Ferry Road PO Box 361 St Louis MO 63129 314-487-0636 1043226582 2618049 38.500829 -90.332549
600403000 Walgreens 7501 Olive Street PO Box 361 University City MO 63130 314-725-6133 1003821240 2616689 38.671905 -90.331758
602181802 Walgreens 12006 Manchester Road PO Box 361 Des Peres MO 63131 314-965-0030 1093720237 2622252 38.601689 -90.43541
602226102 Walgreens 9395 Olive Boulevard PO Box 361 St Louis MO 63132 314-432-8660 1902811144 2622377 38.674326 -90.375411
600448609 Walgreens 630 North McKnight Road PO Box 361 St Louis MO 63132 314-991-3402 1972519437 2627202 38.661888 -90.356906
602664104 Walgreens 190 N Florissant Road PO Box 361 Ferguson MO 63135 314-521-4518 1013922269 2625614 38.74848 -90.306876
600401301 Walgreens 9285 Halls Ferry PO Box 361 St Louis MO 63136 314-867-2700 1134135676 2600179 38.726583 -90.242937
600401806 Walgreens 12661 Olive Street PO Box 361 Creve Coeur MO 63141 314-878-4413 1386659522 2615334 38.678518 -90.46913
602004608 Walgreens 11015 Olive Boulevard PO Box 361 Creve Coeur MO 63141 314-997-0555 1770599219 2620361 38.673684 -90.422722
601694706 Walgreens 2310 McCausland Street PO Box 361 St Louis MO 63143 314-647-7820 1467467605 2619104 38.616328 -90.308782
602533606 Walgreens 2401 S Brentwood Blvd PO Box 361 Brentwood MO 63144 314-963-1925 1487669636 2624965 38.617429 -90.348675
603062704 Walgreens 2329 West Clay Street PO Box 361 St Charles MO 63301 636-949-6613 1356357743 2627567 38.783512 -90.508239
601398902 Walgreens 1301 South 5th Street PO Box 361 St Charles MO 63301 636-946-6210 1649285883 2618253 38.771366 -90.493098
602552804 Walgreens 909 Jungerman Road PO Box 361 St Peters MO 63376 636-441-2534 1104831353 2625094 38.773033 -90.58217
603420209 Walgreens 530 Mid Rivers Mall Drive PO Box 361 St Peters MO 63376 636-970-3336 1548276017 2628076 38.792627 -90.623761
606206407 Walgreens #01142 3938 Highway 54 PO Box 361 Osage Beach MO 65065 573-348-5081 1548275589 2636011 38.154496 -92.608378
606143600 Walgreens #01235 621 North Maguire Street PO Box 361 Warrensburg MO 64093 660-747-6964 1538174560 2634928 38.769666 -93.735245
606239002 Walgreens #01236 13000 South Highway 71 PO Box 361 Grandview MO 64030 816-765-5949 1992710933 2636237 38.888502 -94.525899
606150704 Walgreens #01244 6320 North Oak Trafficway PO Box 361 Kansas City MO 64118 816-453-7856 1891700829 2635576 39.209656 -94.576436
606155000 Walgreens #02227 250 East 4th Street PO Box 361 Eureka MO 63025 636-587-9761 1700891736 2635588 38.505382 -90.624873
606261006 Walgreens #02450 330 Southwest Ward Road PO Box 361 Lees Summit MO 64081 816-246-7732 1235147042 2636996 38.909608 -94.395525
606709202 Walgreens #03017 2002 Missouri Boulevard PO Box 361 Jefferson City MO 65101 573-636-7924 1386659530 2628660 38.581082 -92.201803
606837201 Walgreens #03118 1501 South Florissant PO Box 361 St Louis MO 63121 314-521-4040 1700892270 2628848 38.725857 -90.30366
607828407 Walgreens #03338 One South Kingshighway PO Box 361 Cape Girardeau MO 63701 573-339-1700 1003821257 2629371 37.306472 -89.551938
608021606 Walgreens #03594 210 South Highway 165 PO Box 361 Branson MO 65616 417-339-3996 1912912163 2630019 36.636758 -93.281002
608178703 Walgreens #03598 2001 South Main Street PO Box 361 Joplin MO 64804 417-626-7878 1558376707 2630336 37.069484 -94.513981
608842001 Walgreens #03652 1001 Bowles Avenue PO Box 361 Fenton MO 63026 636-343-0754 1841207859 2631249 38.523997 -90.473329
608117008 Walgreens #03688 2951 S Campbell Avenue PO Box 361 Springfield MO 65807 417-890-7924 1649285891 2630324 37.161119 -93.295631
608116802 Walgreens #03689 1140 East Kearney Street PO Box 361 Springfield MO 65803 417-869-5112 1730194986 2630312 37.240514 -93.275734
608086302 Walgreens #03690 2640 East Sunshine Street PO Box 361 Springfield MO 65804 417-885-1274 1821003070 2630209 37.180671 -93.242728
608631800 Walgreens #04090 2920 Highway K PO Box 361 O Fallon MO 63366 636-240-5077 1538174552 2631150 38.759186 -90.700014
608841904 Walgreens #04182 1801 S E Langsford Road PO Box 361 Lees Summit MO 64063 816-554-0403 1447265467 2631237 38.916704 -94.338858
604738708 Walgreens #04210 1100 East 63rd Street PO Box 361 Kansas City MO 64110 816-822-9121 1255346276 2632164 39.013374 -94.574382
604857904 Walgreens #04211 4630 Troost Avenue PO Box 361 Kansas City MO 64110 816-931-8337 1265449276 2632962 39.042883 -94.573061
608934402 Walgreens #04212 2501 East Linwood PO Box 361 Kansas City MO 64128 816-861-4423 1174538193 2631415 39.067944 -94.553915
606067007 Walgreens #04220 14950 Clayton Road PO Box 361 Chesterfield MO 63017 636-527-7873 1164439170 2635007 38.614412 -90.542379
609991203 Walgreens #04235 7500 Wornall Road PO Box 361 Kansas City MO 64114 816-444-4179 1700891728 2631681 38.99226 -94.594476
603870205 Walgreens #04236 2261 Sterling Avenue PO Box 361 Independence MO 64052 816-833-5840 1437164456 2632051 39.080812 -94.445885
609673801 Walgreens #04345 2700 Telegraph Road PO Box 361 St Louis MO 63125 314-416-8123 1750398764 2631528 38.510536 -90.292005
609711502 Walgreens #04584 1900 Wentzville Parkway PO Box 361 Wentzville MO 63385 636-332-6217 1083629000 2631554 38.81705 -90.876816
605686005 Walgreens #04702 1000 Crossroads Place PO Box 361 High Ridge MO 63049 636-376-4785 1992710925 2634079 38.464429 -90.526591
603964107 Walgreens #04825 8000 St Charles Rock Rd PO Box 361 St Louis MO 63114 314-426-1044 1104833110 2632316 38.699044 -90.328828
603884701 Walgreens #04970 2310 Old Highway 94 PO Box 361 St Charles MO 63303 636-477-7996 1346255361 2632152 38.760402 -90.540354
603972209 Walgreens #04972 3937 Vogel Road PO Box 361 Arnold MO 63010 636-282-7068 1295742203 2632289 38.414898 -90.39299
604775502 Walgreens #04989 2681 West Republic Road PO Box 361 Springfield MO 65804 417-877-8540 1831106848 2632885 37.138526 -93.332391
604958207 Walgreens #05003 13992 Manchester PO Box 361 Manchester MO 63011 636-227-9228 1699781047 2633128 38.595547 -90.490221
604738807 Walgreens #05047 2202 Chambers Road PO Box 361 St Louis MO 63136 314-388-1022 1922015932 2632734 38.749117 -90.254154
605792407 Walgreens #05145 222 East Broadway PO Box 361 Columbia MO 65203 573-874-3562 1952317380 2634423 38.951493 -92.334846
605752104 Walgreens #05146 1000 Club Village Drive PO Box 361 Columbia MO 65203 573-449-8330 1629083654 2634358 38.909826 -92.353895
604851808 Walgreens #05277 1400 East North Avenue PO Box 361 Belton MO 64012 816-322-4177 1427063445 2632811 38.813804 -94.514534
604990408 Walgreens #05278 3845 Broadway Boulevard PO Box 361 Kansas City MO 64111 816-561-7620 1366457392 2633180 39.058137 -94.590505
604840504 Walgreens #05285 5050 Lemay Ferry Road PO Box 361 St Louis MO 63129 314-416-1539 1083621098 2632998 38.486393 -90.348198
604776005 Walgreens #05286 1930 West Grand Street PO Box 361 Springfield MO 65802 417-863-6416 1518972538 2632760 37.197017 -93.319002
604809301 Walgreens #05287 1155 East St Louis Street PO Box 361 Springfield MO 65806 417-862-5302 1245245265 2632859 37.209681 -93.276748
604664102 Walgreens #05288 1525 West Kearney Street PO Box 361 Springfield MO 65803 417-862-4099 1013924026 2632671 37.24109 -93.310651
605085505 Walgreens #05289 106 North Massey Road PO Box 361 Nixa MO 65714 417-724-9568 1275548208 2633356 37.043876 -93.302522
604810002 Walgreens #05304 2955 S Kingshighway Blvd PO Box 361 St Louis MO 63139 314-773-2767 1154336170 2632861 38.605365 -90.269331
606104701 Walgreens #05363 5414 Telegraph Road PO Box 361 St Louis MO 63129 314-416-7482 1982611992 2635196 38.47624 -90.304182
605381300 Walgreens #05513 11590 Gravois Road PO Box 361 St Louis MO 63126 314-849-6348 1528075538 2633926 38.536629 -90.379091
604895706 Walgreens #05624 600 West Karsch PO Box 361 Farmington MO 63640 573-747-1591 1548275571 2633130 37.791711 -90.433733
606170504 Walgreens #05666 4535 Hunter Lane PO Box 361 House Springs MO 63051 636-375-3656 1528073558 2635792 38.412511 -90.583856
605706308 Walgreens #05717 890 Washington Corners PO Box 361 Washington MO 63090 636-239-7483 1710992748 2634308 38.539225 -91.006205
602801300 Walgreens #05748 1490 Mexico Loop Road East PO Box 361 O Fallon MO 63366 636-978-1602 1922013176 2626337 38.789634 -90.698829
602422503 Walgreens #05749 500 Howdershell PO Box 361 Florissant MO 63031 314-837-8717 1245246701 2624319 38.804575 -90.362885
605309400 Walgreens #05873 17811 East US Highway 24 PO Box 361 Independence MO 64056 816-257-5202 1184639114 2633837 39.12126 -94.368516
600448401 Walgreens #05894 6733 Clayton Road PO Box 361 St Louis MO 63117 314-721-0308 1740295997 2627187 38.634767 -90.317159
604990309 Walgreens #05928 1011 West Macarthur PO Box 361 Webb City MO 64870 417-673-6758 1457366486 2633178 37.141032 -94.476151
605070101 Walgreens #05974 1305 Jungerman Road PO Box 361 St Peters MO 63376 636-447-7398 1891702809 2633445 38.764703 -90.584057
605090703 Walgreens #06059 1003 Wolfrum Road PO Box 361 Weldon Springs MO 63304 636-300-0158 1700893716 2633457 38.728268 -90.644827
606214401 Walgreens #06155 100 Plaza Drive PO Box 361 Wildwood MO 63040 636-273-5206 1457366494 2636061 38.581686 -90.627705
603062605 Walgreens #06166 3822 South Kingshighway PO Box 361 St Louis MO 63109 314-773-1384 1023024411 2627579 38.592098 -90.27265
605382001 Walgreens #06247 3801 Old Highway 94 PO Box 361 St Peters MO 63304 636-922-1320 1508872953 2634156 38.745509 -90.580238
605359702 Walgreens #06286 9495 Mexico Road PO Box 361 O Fallon MO 63366 636-379-4131 1437166444 2633976 38.787826 -90.736692
606281202 Walgreens #06493 3497 Technology Drive PO Box 361 Lake St Louis MO 63367 636-625-0691 1306923917 2637164 38.784048 -90.791224
606085702 Walgreens #06711 7422 Highway N PO Box 361 O Fallon MO 63366 636-625-5015 1073520086 2635146 38.765917 -90.737358
600402606 Walgreens #06755 3920 Hampton Avenue PO Box 361 St Louis MO 63109 314-351-2100 1295740439 2600244 38.594072 -90.293846
605784800 Walgreens #06801 1780 Zumbehl Street PO Box 361 St Charles MO 63303 636-723-1134 1255348264 2634396 38.77542 -90.52707
602938904 Walgreens #07050 519 South Truman Boulevard PO Box 361 Festus MO 63028 636-937-3641 1659386803 2627238 38.214915 -90.388201
606184000 Walgreens #07296 3720 North Kingshighway Boulevard PO Box 361 St Louis MO 63115 314-383-6721 1811902851 2635829 38.676573 -90.251287
606263200 Walgreens #07423 1210 Sugar Creek Square PO Box 361 Fenton MO 63026 636-326-5113 1861409765 2636972 38.490959 -90.488502
606069904 Walgreens #07551 2620 South Belt Highway PO Box 361 St Joseph MO 64503 816-233-2532 1356356380 2635071 39.742349 -94.801418
606226900 Walgreens #07692 97 Long Road PO Box 361 Chesterfield MO 63005 636-519-7014 1275548216 2636213 38.669327 -90.617876
606171809 Walgreens #07743 1955 South National Avenue PO Box 361 Springfield MO 65804 417-881-6836 1790792703 2635805 37.178877 -93.276946
606121804 Walgreens #07761 1718 Caitlin Drive PO Box 361 Barnhart MO 63012 636-461-1347 1174538102 2635324 38.350127 -90.402839
602939001 Walgreens #07762 1 Grasso Plaza PO Box 361 Affton MO 63123 314-631-8800 1447266838 2627240 38.550885 -90.33502
606122208 Walgreens #07901 1050 US Highway 60 East PO Box 361 Republic MO 65738 417-732-8246 1083629018 2635425 37.126516 -93.462766
606206506 Walgreens #09022 1349 East Republic Avenue PO Box 361 Springfield MO 65804 417-887-9451 1417964438 2636073 37.137732 -93.273674
606196202 Walgreens #09301 175 North Main PO Box 361 Sikeston MO 63801 573-471-7048 1720093768 2635920 36.879937 -89.580305
606166809 Walgreens #09382 412 Pawnee PO Box 361 Clinton MO 64735 660-885-4020 1619982642 2635691 38.365903 -93.754025
606208908 Walgreens #09420 2737 Grand PO Box 361 Carthage MO 64836 417-358-4321 1366457301 2636085 37.141648 -94.31069
606194603 Walgreens #09467 880 South Neosho Boulevard PO Box 361 Neosho MO 64850 417-451-1535 1639184674 2635982 36.85861 -94.383553
600401509 Walgreens #09481 12509 Dorsett Road PO Box 361 Maryland Heights MO 63043 314-434-4224 1194730333 2615574 38.714673 -90.452966
606259000 Walgreens #09692 807 Highway 50 East PO Box 361 Union MO 63084 636-583-7896 1386677490 2636542 38.440024 -90.987256
606238806 Walgreens #09713 3740 West Truman Boulevard PO Box 361 Jefferson City MO 65109 573-893-1044 1326055344 2636388 38.585971 -92.256062
606238905 Walgreens #09796 588 South Jefferson Avenue PO Box 361 Lebanon MO 65536 417-532=9403 1801801840 2636390 37.676668 -92.658482
606271203 Walgreens #09929 1675 West South Street PO Box 361 Ozark MO 65721 417-485-0762 1508949066 2637063 37.00469 -93.221237
606256709 Walgreens #09986 311 North Baltimore Street PO Box 361 Kirksville MO 63501 660-665-3063 1396786265 2636516 40.196529 -92.572169
606254001 Walgreens #10130 6365 Lewis Drive PO Box 361 Parkville MO 64152 816-505-1708 1699728857 2636528 39.210085 -94.684741
606266906 Walgreens #10153 110 North Westwood Boulevard PO Box 361 Poplar Bluff MO 63901 573-776-1476 1679676662 2637025 36.759181 -90.407554
606376408 Walgreens #10211 701 North Highway 47 PO Box 361 Warrenton MO 63383 636-377-2172 1114109725 2637746 38.816963 -91.142342
606301703 Walgreens #10377 1711 North Morley Street PO Box 361 Moberly MO 65270 660-263-0793 1962562058 2687152 39.442094 -92.433039
606329407 Walgreens #10474 499 Salt Lick Road PO Box 361 St Peters MO 63376 636-278-3802 1144429937 2637455 38.792736 -90.659217
606333508 Walgreens #10540 12977 State Route 21 PO Box 361 Desoto MO 63020 636-586-8779 1457541427 2637479 38.142433 -90.579453
606308609 Walgreens #10587 101 North Western Street PO Box 361 Mexico MO 65265 573-581-3353 1073644407 2637328 39.170614 -91.888554
606338507 Walgreens #10588 1400 North Grand Boulevard PO Box 361 St Louis MO 63106 314-534-3853 1285825182 2637594 38.646767 -90.226637
606328805 Walgreens #10725 4022 North Belt Highway PO Box 361 St Joseph MO 64506 816-364-0376 1093912354 2637417 39.80433 -94.815376
606303006 Walgreens #10845 2301 Holmes PO Box 361 Kansas City MO 64108 816-404-4175 1962548826 2637316 39.085 -94.575612
606381408 Walgreens #10907 1408 Bluff Street PO Box 361 Fulton MO 65251 573-592-7030 1417131160 2637758 38.860171 -91.943812
606345403 Walgreens #10908 6 South Perryville Boulevard PO Box 361 Perryville MO 63775 573-517-0029 1134310113 2637544 37.726289 -89.884597
606328706 Walgreens #11087 1214 West Foxwood Drive PO Box 361 Raymore MO 64083 816-331-1410 1750572806 2637481 38.812204 -94.47482
600052815 Walgreens #11239 3660 Vista Street Suite 101 PO Box 361 St Louis MO 63110 314-771-2900 1972772101 2638356 38.622651 -90.240501
606343903 Walgreens #11288 1010 Worley Drive PO Box 361 West Plains MO 65775 417-255-8880 1689861023 2637683 36.717888 -91.875794
606375301 Walgreens #11311 1053 Meyer Road PO Box 361 Wentzville MO 63385 636-332-2443 1326225277 2637835 38.823914 -90.859527
602660300 Walgreens #11351 10000 West Florissant Avenue PO Box 361 St Louis MO 63136 314-521-6977 1154337616 2625626 38.749994 -90.279691
606417103 Walgreens #11375 1718 West Jesse James Road PO Box 361 Excelsior Springs MO 64024 816-637-2537 1316187289 2638471 39.337773 -94.250156
606391001 Walgreens #11422 4650 Highway K PO Box 361 O Fallon MO 63368 636-329-9163 1447428347 2637847 38.719098 -90.70126
606401404 Walgreens #11502 1260 Spur Drive PO Box 361 Marshfield MO 65706 417-859-5394 1912156480 2638205 37.342001 -92.929244
606390805 Walgreens #11626 917 Washington Street PO Box 361 Chillicothe MO 64601 660-707-0396 1699937631 2638128 39.79709 -93.553538
606385201 Walgreens #11627 3800 Elm Street PO Box 361 St Charles MO 63301 636-724-6628 1053581934 2637936 38.821395 -90.51606
606390607 Walgreens #11628 10 East Highway N PO Box 361 Wentzville MO 63385 636-332-2333 1790952588 2637962 38.773838 -90.862813
606370500 Walgreens #11666 1820 South Springfield Avenue PO Box 361 Bolivar MO 65613 417-777-3700 1467637868 2637772 37.597655 -93.403203
606450708 Walgreens #11711 1530 Lafayette Avenue PO Box 361 St Louis MO 63104 314-678-1039 1285967398 2638825 38.613194 -90.209139
601277304 Walgreens #11744 1302 Clarkson Clayton Center PO Box 361 Ellisville MO 63011 636-394-4422 1912912155 2617693 38.604547 -90.587259
606400604 Walgreens #11836 10700 Page Avenue PO Box 361 St Louis MO 63132 314-447-1804 1366691974 2638217 38.69204 -90.396505
606393908 Walgreens #11925 400 South Broadway PO Box 361 Oak Grove MO 64075 816-625-3578 1518120146 2638116 39.012636 -94.129014
603762501 Walgreens #11930 3545 Broadway PO Box 361 Kansas City MO 64111 816-231-2330 1881883189 2637796 39.062583 -94.590245
606417400 Walgreens #12114 9700 North Cedar Avenue PO Box 361 Kansas City MO 64157 816-415-9918 1275774473 2638483 39.268789 -94.45428
606294809 Walgreens #12153 358 East Highway 69 PO Box 361 Kansas City MO 64119 816-413-0079 1164670055 2638192 39.200925 -94.497026
606406106 Walgreens #12268 101 Industrial Park Drive PO Box 361 Hollister MO 65672 417-336-6901 1134364003 2638332 36.610282 -93.22852
606421105 Walgreens #12307 120 South Bishop Avenue PO Box 361 Rolla MO 65401 573-426-3338 1235372749 2638546 37.943973 -91.777501
606450807 Walgreens #12713 1605 West 7th Street PO Box 361 Joplin MO 64801 417-659-8453 1245462985 2638774 37.084725 -94.532565
606469500 Walgreens #12749 900 Eastland Drive PO Box 361 Jefferson City MO 65101 573-556-5615 1255660346 2638952 38.552029 -92.146746
606439701 Walgreens #12778 505 South Commercial Street PO Box 361 Harrisonville MO 64701 816-884-1891 1437389723 2638712 38.653212 -94.357888
606443604 Walgreens #12821 1114 South Main Street PO Box 361 Maryville MO 64468 660-562-2157 1407088800 2638801 40.332605 -94.874003
606439602 Walgreens #12925 2301 Running Horse Road PO Box 361 Platte City MO 64079 816-431-0327 1124257597 2638685 39.352235 -94.764225
606414605 Walgreens #12927 2340 Hampton Avenue PO Box 361 St Louis MO 63139 314-647-1256 1972748226 2638368 38.614058 -90.286973
606686301 Walgreens #2971 2A Grandview Plaza PO Box 361 Florissant MO 63033 314-830-0234 1972518306 2628658 38.775472 -90.303852
604011106 Walgreens #4204 401 Northeast Barry Road PO Box 361 Kansas City MO 64155 816-436-5033 1164437182 2632277 39.246168 -94.57571
608930004 Walgreens #4222 5400 East Independence PO Box 361 Kansas City MO 64123 816-231-0730 1265447288 2631403 39.10532 -94.518587
603772807 Walgreens #4467 1205 Sulphur Spring Road PO Box 361 Ballwin MO 63021 636-230-7367 1669489670 2631720 38.567751 -90.525091
604774406 Walgreens #4530 9430 Blue Ridge Boulevard PO Box 361 Kansas City MO 64138 816-765-5279 1073528097 2632493 38.953584 -94.508073
603836107 Walgreens #4834 1225 Union Boulevard PO Box 361 St Louis MO 63113 314-367-8211 1528073541 2632025 38.660066 -90.272362
604857003 Walgreens #5247 3915 South Noland Road PO Box 361 Independence MO 64055 816-254-8748 1174530182 2632974 39.049788 -94.414765
604775809 Walgreens #5357 9300 East Gregory Blvd PO Box 361 Raytown MO 64133 816-356-7386 1336154350 2632823 38.994849 -94.473277
600400808 Walgreens #7185 917 Chesterfield Parkway East PO Box 361 Chesterfield MO 63017 636-532-5222 1568477701 2613760 38.656044 -90.553457
600402101 Walgreens (03686) 4140 South Broadway PO Box 361 St Louis MO 63111 314-832-4995 1740295989 2602349 38.58 -90.228846
605711308 Walgreens (06492) 11404 St Charles Rock Road PO Box 361 Bridgeton MO 63044 314-770-9986 1346257359 2634233 38.740421 -90.404216
606050805 Walgreens (07428) 801 South Limit PO Box 361 Sedalia MO 65301 660-826-7692 1447265475 2634966 38.704928 -93.250175
600402507 Walgreens 07144 3631 Gravois Avenue PO Box 361 St Louis MO 63116 314-772-4446 1831104074 2601789 38.592236 -90.245077
604665406 Walgreens 4406 2630 NE Vivion Road PO Box 361 Kansas City MO 64119 816-459-7175 1982619904 2632657 39.187411 -94.54742
603836008 Walgreens 4466 3645 Frederick Avenue PO Box 361 St Joseph MO 64506 816-232-5342 1619982634 2631718 39.777129 -94.804518
600402804 Walgreens Pharmacy 6071 Telegraph Road PO Box 361 St Louis MO 63129 314-846-9265 1477568616 2615118 38.456338 -90.306472
605161504 Walgreens Pharmacy #05552 920 N Main Street PO Box 361 O Fallon MO 63366 636-379-2636 1619984622 2633508 38.820814 -90.699506
606104800 Walgreens Pharmacy #07789 3200 Southwest 7 Highway PO Box 361 Blue Springs MO 64014 816-220-8455 1265447296 2635300 38.987304 -94.273296
606156800 Wal-Mart Pharmacy #10-5150 1900 Maplewood Commons Drive PO Box 361 Maplewood MO 63143 314-781-2935 1952328288 2635627 38.617039 -90.334304
602214801 Wal-Mart Pharmacy 10-0166 1433 South Sam Houston Boulevard PO Box 361 Houston MO 65483 417-967-4521 1326065673 2622834 37.312624 -91.96018
602637704 Wal-Mart Pharmacy 10-0313 4550 Gravois Road PO Box 361 House Springs MO 63051 636-375-3130 1124045471 2625599 38.410095 -90.574038
602457103 Wal-Mart Pharmacy 10-0326 1180 West 19th Street PO Box 361 Higginsville MO 64037 660-584-7787 1871504092 2624585 39.076947 -93.733604
605987601 Wal-Mart Pharmacy 10-0609 3650 Star Dust Drive PO Box 361 Hannibal MO 63401 573-406-0682 1407873730 2634384 39.72282 -91.393887
602357006 Wal-Mart Pharmacy 10-1009 1150 US Highway 60 East PO Box 361 Republic MO 65738 417-732-1476 1407873755 2623797 37.128401 -93.460784
601371636 Wal-Mart Pharmacy 10-101 500 South Bishop PO Box 361 Rolla MO 65401 573-364-4339 1699792911 2619091 37.93912 -91.777492
602337800 Wal-Mart Pharmacy 10-1014 4000 South Bolger Drive PO Box 361 Independence MO 64055 816-478-3975 1598782849 2623468 39.046309 -94.364757
601294341 Wal-Mart Pharmacy 10-109 2000 North Walnut PO Box 361 Cameron MO 64429 816-632-2282 1518984830 2618570 39.756454 -94.234533
602437501 Wal-Mart Pharmacy 10-1094 6709 Blue Ridge Blvd PO Box 361 Raytown MO 64133 816-358-7872 1043237399 2624408 39.001565 -94.482055
602470502 Wal-Mart Pharmacy 10-1120 7207 North M-1 Highway PO Box 361 Gladstone MO 64119 816-468-0045 1639197114 2624410 39.224754 -94.548157
602533507 Wal-Mart Pharmacy 10-1161 2897 I-70 South Service Road PO Box 361 St Charles MO 63303 636-723-4233 1689691933 2624939 38.783816 -90.524825
602565509 Wal-Mart Pharmacy 10-1177 13901 Manchester Road PO Box 361 Ballwin MO 63011 636-256-4835 1306863659 2625119 38.596641 -90.484026
602533408 Wal-Mart Pharmacy 10-1188 10835 St Charles Rock Rd PO Box 361 St Ann MO 63074 314-291-8110 1497772743 2625018 38.733817 -90.392011
603971607 Wal-Mart Pharmacy 10-122 3051 East Jackson Blvd PO Box 361 Jackson MO 63755 573-204-7360 1588681845 2632291 37.366498 -89.638199
602664203 Wal-Mart Pharmacy 10-1265 10741 West Florissant PO Box 361 St Louis MO 63136 314-521-2230 1962429225 2625741 38.766503 -90.280795
600284749 Wal-Mart Pharmacy 10-13 2705 Grand Avenue PO Box 361 Carthage MO 64836 417-358-8839 1447278973 2616994 37.14217 -94.310673
601371701 Wal-Mart Pharmacy 10-135 1000 Graves Street PO Box 361 Chillicothe MO 64601 660-646-6550 1982621207 2618114 39.777385 -93.554237
607991304 Wal-Mart Pharmacy 10-138 1923 East Kearney PO Box 361 Springfield MO 65803 417-865-5558 1518986595 2630021 37.240146 -93.257595
601294309 Wal-Mart Pharmacy 10-14 1800 South Jefferson Avenue PO Box 361 Lebanon MO 65536 417-532-7148 1417974833 2617732 37.663307 -92.649289
608868402 Wal-Mart Pharmacy 10-145 3310 West Georgia Street PO Box 361 Louisiana MO 63353 573-754-6030 1124045489 2631225 39.433704 -91.070082
600305502 Wal-Mart Pharmacy 10-15 1310 Preacher Road Hwy 160 PO Box 361 West Plains MO 65775 417-256-7115 1811915390 2623064 36.717003 -91.872941
602902603 Wal-Mart Pharmacy 10-1514 2201 Michigan Avenue PO Box 361 Arnold MO 63010 636-282-2657 1780601047 2626933 38.439041 -90.376574
608878708 Wal-Mart Pharmacy 10-152 12862 State Road 21 PO Box 361 Desoto MO 63020 636-586-9666 1467470963 2631162 38.149781 -90.577487
607794005 Wal-Mart Pharmacy 10-159 415 Conley Road PO Box 361 Columbia MO 65201 573-499-1933 1609895689 2629333 38.95462 -92.29381
602471500 Wal-Mart Pharmacy 10-172 1701 A Roy Drive PO Box 361 Washington MO 63090 636-239-3710 1952328205 2624737 38.540009 -90.992471
600284723 Wal-Mart Pharmacy 10-179 3520 West Sunshine PO Box 361 Springfield MO 65807 417-864-8006 1972520393 2617009 37.182812 -93.352269
601371677 Wal-Mart Pharmacy 10-184 600 Northeast Coronado Drive PO Box 361 Blue Springs MO 64014 816-224-9741 1326065640 2620246 39.026723 -94.25638
602174401 Wal-Mart Pharmacy 10-188 3439 Williams Street PO Box 361 Cape Girardeau MO 63701 573-335-3884 1134146459 2621868 37.302748 -89.581534
601935604 Wal-Mart Pharmacy 10-189 2206 North Baltimore PO Box 361 Kirksville MO 63501 660-627-1297 1144247461 2620258 40.213862 -92.581842
601949100 Wal-Mart Pharmacy 10-19 333 South Westwood Blvd PO Box 361 Poplar Bluff MO 63901 573-686-6539 1235156555 2620450 36.755935 -90.408232
600283618 Wal-Mart Pharmacy 10-190 1500 East First Street PO Box 361 Kennett MO 63857 573-888-4543 1225055585 2627783 36.236826 -90.038855
601294317 Wal-Mart Pharmacy 10-195 2203 Patsy Lane PO Box 361 Excelsior Springs MO 64024 816-617-4900 1790702017 2618443 39.331417 -94.263572
603908609 Wal-Mart Pharmacy 10-20 1712 East Ohio PO Box 361 Clinton MO 64735 660-890-2587 1205853561 2632099 38.366089 -93.749279
601294325 Wal-Mart Pharmacy 10-203 937 Park Circle Drive PO Box 361 Brookfield MO 64628 660-258-7404 1609893924 2618455 39.770663 -93.070061
602488207 Wal-Mart Pharmacy 10-21 185 St Robert Boulevard PO Box 361 St Robert MO 65584 573-336-4323 1861419111 2624814 37.823747 -92.1514
607793809 Wal-Mart Pharmacy 10-2175 18401 State Hwy 13 PO Box 361 Branson West MO 65737 417-272-8050 1770500035 2629345 36.70266 -93.375988
600284715 Wal-Mart Pharmacy 10-219 3201 West Broadway PO Box 361 Sedalia MO 65301 660-826-2144 1154348571 2616855 38.709699 -93.26891
607889904 Wal-Mart Pharmacy 10-2213 3270 Telegraph Road PO Box 361 St Louis MO 63125 314-845-8760 1689691941 2629496 38.497973 -90.300069
607888500 Wal-Mart Pharmacy 10-2221 2021 East Independence PO Box 361 Springfield MO 65804 417-886-2645 1497772750 2629600 37.141538 -93.25778
601371651 Wal-Mart Pharmacy 10-234 8301 North Church Road PO Box 361 Kansas City MO 64158 816-792-4230 1417974734 2620006 39.242299 -94.461585
604653006 Wal-Mart Pharmacy 10-243 1971 Wentzville Pkwy PO Box 361 Wentzville MO 63385 636-327-5334 1396762654 2632607 38.814581 -90.876048
602640609 Wal-Mart Pharmacy 10-25 4820 South Clark Street PO Box 361 Mexico MO 65265 573-581-2600 1215954565 2625587 39.120298 -91.893495
604883108 Wal-Mart Pharmacy 10-2600 100 Thf Boulevard PO Box 361 Chesterfield MO 63005 636-536-4604 1114944477 2632772 38.667341 -90.590743
609737408 Wal-Mart Pharmacy 10-2616 1307 Highway K PO Box 361 O Fallon MO 63366 636-980-9300 1942227202 2631491 38.790706 -90.699095
600284780 Wal-Mart Pharmacy 10-267 1212 South Madison PO Box 361 Webb City MO 64870 417-673-5623 1699792010 2617504 37.133495 -94.47533
605031400 Wal-Mart Pharmacy 10-2694 1202 South Kirkwood Road PO Box 361 Kirkwood MO 63122 314-835-9409 1326065657 2633192 38.562545 -90.406697
602079808 Wal-Mart Pharmacy 10-27 1101 Highway 32 West PO Box 361 Salem MO 65560 573-729-4131 1407873722 2621399 37.635389 -91.524145
603928102 Wal-Mart Pharmacy 10-2702 1102 North Massey Blvd PO Box 361 Nixa MO 65714 417-724-0798 1679590939 2632087 37.060084 -93.303215
604900308 Wal-Mart Pharmacy 10-2856 201 South Salem Street PO Box 361 Oak Grove MO 64075 816-690-7606 1023035383 2632900 39.014322 -94.123934
605235407 Wal-Mart Pharmacy 10-2857 8551 N Boardwalk Ave PO Box 361 Kansas City MO 64154 816-741-2214 1104844687 2633712 39.252279 -94.653915
600202808 Wal-Mart Pharmacy 10-29 724 West Stadium Blvd PO Box 361 Jefferson City MO 65109 573-635-8384 1952329427 2621084 38.581237 -92.215612
603020009 Wal-Mart Pharmacy 10-295 131 Eureka Towne Center Dr PO Box 361 Eureka MO 63025 636-938-9425 1598782856 2627416 38.506702 -90.655498
605987700 Wal-Mart Pharmacy 10-2955 1701 West 133rd Street PO Box 361 Kansas City MO 64145 816-942-0476 1316964646 2634663 38.8865 -94.6063
601962707 Wal-Mart Pharmacy 10-319 2015 West Foxwood Drive PO Box 361 Raymore MO 64083 816-331-2975 1053338376 2620486 38.812528 -94.489872
602649402 Wal-Mart Pharmacy 10-325 908 Walton Way PO Box 361 Richmond MO 64085 816-776-8577 1033136387 2625739 39.264152 -93.961201
601294390 Wal-Mart Pharmacy 10-338 29 Southwest 1st Lane PO Box 361 Lamar MO 64759 417-682-3584 1881611101 2618950 37.493247 -94.304321
602058901 Wal-Mart Pharmacy 10-354 1208 West Highway 28 PO Box 361 Owensville MO 65066 573-437-4158 1861410334 2621250 38.323042 -91.536146
602242000 Wal-Mart Pharmacy 10-357 1003 West Newton Street PO Box 361 Versailles MO 65084 573-378-5421 1861542110 2623216 38.431415 -92.860796
601294366 Wal-Mart Pharmacy 10-363 855 South Cherokee Drive PO Box 361 Marshall MO 65340 660-886-9730 1336166651 2618734 39.113759 -93.21349
601371610 Wal-Mart Pharmacy 10-37 701 Walton Drive PO Box 361 Farmington MO 63640 573-756-8677 1154348472 2618924 37.78696 -90.435959
601294358 Wal-Mart Pharmacy 10-379 2004 West Marlere Lane PO Box 361 Ozark MO 65721 417-581-3288 1427075746 2618582 37.003509 -93.227155
602037608 Wal-Mart Pharmacy 10-40 1301 Highway 24 East PO Box 361 Moberly MO 65270 660-263-0494 1871510198 2620715 39.454981 -92.378012
606382208 Wal-Mart Pharmacy 10-4381 1101 Branson Hills Parkway PO Box 361 Branson MO 65616 417-334-2804 1437316213 2637974 36.6697 -93.2254
602811507 Wal-Mart Pharmacy 10-44 1802 South Business Highway 54 PO Box 361 Eldon MO 65026 573-392-1863 1538187026 2626527 38.334795 -92.585773
601371644 Wal-Mart Pharmacy 10-444 3315 South Campbell PO Box 361 Springfield MO 65807 417-881-6750 1982623963 2619217 37.155162 -93.295872
603624909 Wal-Mart Pharmacy 10-451 1201 Grindstone Parkway PO Box 361 Columbia MO 65203 573-442-9991 1043237308 2628177 38.910859 -92.324334
601294374 Wal-Mart Pharmacy 10-453 1007 North Douglas PO Box 361 Malden MO 63863 573-276-2280 1972520294 2618948 36.570121 -89.970799
602772204 Wal-Mart Pharmacy 10-4553 11601 East US 40 Highway PO Box 361 Kansas City MO 64133 816-313-0673 1437214400 2626236 39.046502 -94.442043
600284772 Wal-Mart Pharmacy 10-46 2451 S Springfield Avenue PO Box 361 Bolivar MO 65613 417-326-5225 1881611200 2617352 37.590749 -93.401686
600284798 Wal-Mart Pharmacy 10-48 885 Highway 60 PO Box 361 Monett MO 65708 417-235-5980 1508883927 2617592 36.91369 -93.904693
608075107 Wal-Mart Pharmacy 10-51 1701 No Bluff Street PO Box 361 Fulton MO 65251 573-642-9255 1306863667 2630146 38.86302 -91.94408
606238301 Wal-Mart Pharmacy 10-5313 6100 Ronald Regan Drive PO Box 361 Lake St Louis MO 63367 636-625-2137 1407873748 2636352 38.773891 -90.783358
601371669 Wal-Mart Pharmacy 10-560 4201 North Belt Highway PO Box 361 St Joseph MO 64506 816-233-7770 1508883828 2619940 39.805432 -94.814868
601371685 Wal-Mart Pharmacy 10-573 1000 N E Sam Walton Lane PO Box 361 Lees Summit MO 64086 816-525-2750 1962429282 2620498 38.929375 -94.364708
600284756 Wal-Mart Pharmacy 10-59 1501 South Rangeline Road PO Box 361 Joplin MO 64804 417-624-2222 1427075845 2601715 37.073931 -94.477478
602403800 Wal-Mart Pharmacy 10-60 101 Hwy 47 East PO Box 361 Troy MO 63379 636-462-6366 1225055577 2624307 38.986626 -90.964356
601294382 Wal-Mart Pharmacy 10-61 301 East Cooper Avenue PO Box 361 Warrensburg MO 64093 660-747-8677 1063439388 2618936 38.779117 -93.735785
602058802 Wal-Mart Pharmacy 10-648 1661 Jungerman Road PO Box 361 St Charles MO 63304 636-447-7740 1770501249 2621262 38.74906 -90.590319
602027401 Wal-Mart Pharmacy 10-65 350 Park Ridge Road PO Box 361 Sullivan MO 63080 573-468-5121 1780601005 2620791 38.221869 -91.156512
602158305 Wal-Mart Pharmacy 10-69 650 South Truman Road PO Box 361 Festus MO 63028 636-937-3527 1225055544 2621856 38.212711 -90.390871
602165706 Wal-Mart Pharmacy 10-78 14740 State Highway #38 PO Box 361 Marshfield MO 65706 417-468-6151 1689692154 2621882 37.339991 -92.934062
602123200 Wal-Mart Pharmacy 10-783 705 East Briggs PO Box 361 Macon MO 63552 816-385-5794 1316964638 2621591 39.752234 -92.465884
600284764 Wal-Mart Pharmacy 10-79 2623 West 7th Street PO Box 361 Joplin MO 64801 417-206-9205 1336166750 2603769 37.084766 -94.546561
602300204 Wal-Mart Pharmacy 10-80 3001 West Broadway Ll PO Box 361 Columbia MO 65203 573-445-3708 1245258730 2623456 38.955004 -92.382064
602167405 Wal-Mart Pharmacy 10-801 1605 South Main Street PO Box 361 Maryville MO 64468 660-562-3593 1699792945 2622163 40.32649 -94.873775
602271207 Wal-Mart Pharmacy 10-805 635 Gravois Bluff Boulevard PO Box 361 Fenton MO 63026 636-349-1986 1780601039 2623228 38.508537 -90.436588
602158404 Wal-Mart Pharmacy 10-815 4252 Hwy 54 PO Box 361 Osage Beach MO 65065 573-348-4095 1871510115 2621894 38.147636 -92.620743
603020108 Wal-Mart Pharmacy 10-82 1750 South Perryville Blvd PO Box 361 Perryville MO 63775 573-547-2571 1407873763 2627428 37.703194 -89.894881
602154304 Wal-Mart Pharmacy 10-820 1920 Main Street PO Box 361 Boonville MO 65233 660-882-6552 1043237365 2621870 38.957327 -92.740959
602158503 Wal-Mart Pharmacy 10-837 333 East Walnut PO Box 361 Thayer MO 65791 417-264-2113 1417974767 2622202 36.523824 -91.532648
602177008 Wal-Mart Pharmacy 10-845 1250 West Dallas PO Box 361 Buffalo MO 65622 417-345-6107 1780601021 2622175 37.640444 -93.106193
600284707 Wal-Mart Pharmacy 10-86 2825 N Kansas Expressway PO Box 361 Springfield MO 65803 417-831-1000 1245257666 2616451 37.248848 -93.311001
602158602 Wal-Mart Pharmacy 10-871 101 West Highway 60 PO Box 361 Mountain View MO 65548 417-934-2212 1902824485 2622199 37.0015 -91.7026
602253106 Wal-Mart Pharmacy 10-888 1005 West Fort Scott PO Box 361 Butler MO 64730 660-679-3163 1144247495 2623076 38.256869 -94.349869
602267908 Wal-Mart Pharmacy 10-895 100 Ozark Drive PO Box 361 Cuba MO 65453 573-885-2515 1053338301 2623088 38.072694 -91.404918
601371628 Wal-Mart Pharmacy 10-9 1303 South Main PO Box 361 Sikeston MO 63801 573-471-6776 1245257567 2618912 36.865418 -89.581924
602253205 Wal-Mart Pharmacy 10-914 1011 Old Exeter Road PO Box 361 Cassville MO 65625 417-847-3180 1962429217 2623103 36.675521 -93.882785
603155508 Wal-Mart Pharmacy 10-92 3020 South Elliott PO Box 361 Aurora MO 65605 417-678-6006 1316964679 2627656 36.944923 -93.718509
602437402 Wal-Mart Pharmacy 10-95 407 North State Street PO Box 361 Desloge MO 63601 573-431-5483 1134146483 2624395 37.874581 -90.512532
600123210 Wal-Mart Pharmacy 10-96 1700 North 291 Hwy PO Box 361 Harrisonville MO 64701 816-884-2040 1861419129 2629244 38.666097 -94.367011
608107801 Wal-Mart Pharmacy 10-99 1445 East Central PO Box 361 Union MO 63084 636-583-7958 1215954573 2630211 38.433553 -90.972146
601347917 Warner Drug 108 South 17th Street PO Box 361 Unionville MO 63565 660-947-2484 1588714802 2627909 40.476822 -93.002907
602267809 Washington Pharmacy 919A Jefferson Street PO Box 361 Washington MO 63090 636-239-4732 1528173564 2623367 38.551687 -91.014485
603025305 Washington U Barnard Cancer Center Pharmacy 4960 Childrens Pl 3rd Fl PO Box 361 St Louis MO 63110 314-935-0622 1255580106 2630653 38.637108 -90.264511
606351708 Washington Univ Cancer Cntr 4921 Parkview Place 7thFloor PO Box 361 St Louis MO 63110 314-362-7356 1194823195 2637126 38.63829 -90.263254
600448302 Watt 50 Plus Pharmacy 211 West Lexington PO Box 361 Independence MO 64050 816-461-6546 1588754725 2612910 39.092065 -94.417482
600280408 Watt Drug Company 11724 E. 23rd PO Box 361 Independence MO 64050 816-461-8844 1982615498 2603911 39.080172 -94.438128
600398408 Webber Pharmacy Inc 626 Summit PO Box 361 Mexico MO 65265 573-581-6930 1841284379 2614003 39.179383 -91.874646
606397206 Wellfount Corporation 111 East Columbia Street PO Box 361 Farmington MO 63640 800-949-4979 1194978924 2638255 37.780517 -90.419679
606090009 Western Missouri Medical Center Outpatient Pharmacy 403 Burkarth Road 4401 West Pine Boulevard Warrensburg MO 64093 660-747-2500 1477761336 2631768 38.767265 -93.723492
602327306 Westland Pharmacy 2060 Rock Road 4401 West Pine Boulevard Desoto MO 63020 636-337-1761 1033136882 2623608 38.141833 -90.576976
600588800 Weston Pharmacy 18215 A State Route 45 North 4401 West Pine Boulevard Weston MO 64098 816-386-5541 1003906546 2612706 39.424227 -94.903827
600198915 Whaleys East End Drug 630 East High Street 4401 West Pine Boulevard Jefferson City MO 65101 573-636-3733 1427132554 2603353 38.57197 -92.165636
604791301 Whaleys Pro-Care Services 630B East High Street 4401 West Pine Boulevard Jefferson City MO 65101 573-632-2001 1568546307 2632996 38.57197 -92.165636
600198907 Whaleys Southwest Pharmacy 1431 Southwest Boulevard 4401 West Pine Boulevard Jefferson City MO 65109 573-634-3606 1336223460 2607197 38.56443 -92.200165
600198931 Whaleys West Side Pharmacy 3526 Amazonas 4401 West Pine Boulevard Jefferson City MO 65109 573-659-0650 1982770640 2635968 38.58924 -92.249395
600243000 Wharf Pharmacy 2175 West Terra Lane 4401 West Pine Boulevard O Fallon MO 63366 636-887-4008 1538182522 2612922 38.805511 -90.75827
600135503 Whitley Pharmacy 101 West 8th 4401 West Pine Boulevard Cassville MO 65625 417-847-2717 1336253301 2604280 36.679193 -93.868181
600659700 Wilkinson Pharmacy #10 932 North State Highway 5 1515 Hazel Camdenton MO 65020 573-346-3396 1083886238 2637924 38.017962 -92.759039
601830409 Wilkinson Pharmacy #5 200 East Highway 54 1515 Hazel El Dorado Springs MO 64744 417-876-3511 1720195845 2606068 37.862948 -94.020862
600123004 Wilkinson Pharmacy #7 143 West Elm 1515 Hazel Lebanon MO 65536 417-532-4431 1720185333 2602301 37.676077 -92.658916
600587604 Wilkinson Pharmacy #8 113 West 2nd Street 1515 Hazel Holden MO 64040 816-732-5514 1811004930 2628103 38.717814 -93.990051
600589006 Wilkinson Pharmacy Inc. 105 South Oak Street 1515 Hazel Nevada MO 64772 417-667-7802 1639276249 2602298 37.837963 -94.354233
601400302 Wilkinson Pharmacy of Lamar 605 A West 12th Street 1515 Hazel Lamar MO 64759 417-682-5838 1457458069 2608288 37.493324 -94.283369
607910304 Wilkinson Pharmacy of Rich Hill 301 N 14th St PO Box 70 Rich Hill MO 64779 417-395-4700 1548367154 2629674 38.097606 -94.351661
600127203 Williams Pharmacy Inc 7010 Pershing Avenue PO Box 70 St Louis MO 63130 314-727-4854 1265525893 2612287 38.652104 -90.315327
600305627 Winkelmann Drug 2900 Lemay Ferry Road PO Box 70 St Louis MO 63125 314-894-4666 1710991161 2625272 38.516359 -90.310794
600305601 Winkelmann Sons Drug, Co 3300 Meramec Street PO Box 70 St. Louis MO 63118 314-353-3300 1750324018 2600799 38.580424 -90.241078
606377307 Woods Pharmacy #2470 701 East Broadway PO Box 70 Sedalia MO 65301 660-327-2643 1093977308 2638041 38.704056 -93.219344
606406809 Woods Pharmacy #2473 1109 South Street PO Box 70 Stockton MO 65785 417-276-3670 1588802748 2638419 37.693176 -93.796541
606032902 Woods Supermarket Pharmacy 4 1407 West Austin PO Box 70 Nevada MO 64772 417-326-7603 1447345525 2628088 37.837558 -94.374612
606032803 Woods Supermarket Pharmacy 4 703 East College PO Box 70 Bolivar MO 65613 417-326-7603 1407887086 2635019 37.606403 -93.404063
600122808 Wrinkle Pharmacy, Inc. 5409 Lake Avenue PO Box 70 St Joseph MO 64504 816-238-4522 1912988270 2603074 39.719265 -94.86563
600051734 Drug Warehouse #37 1636 East Madison 408 North 4th Street Webb City MO 64820 417-673-7770 1104900240 2632948 37.126876 -94.474519
600662001 Cabool Pharmacy 518 Main Street PO Box 97 Cabool MO 65689 417-962-3133 1467432112 2614875 37.1216 -92.1031
608592705 CVS Pharmacy #8581 3201 South 7 Highway PO Box 414 Blue Springs MO 64014 816-220-2302 1073557443 2636819 38.98687 -94.272611
605257203 Drug Store (The) Suite A 408 North 4th Street Odessa MO 64076 816-633-8000 1093871360 2633887 39.005015 -93.95599
600058028 Family Pharmacy No 3 PO Box 1440 924 West Mount Vernon Nixa MO 65714 417-725-2624 1366417214 2616653 37.044007 -93.307229
606786705 Gifts, Scripts And More Inc. Suite K 7025 Howdershell Hazelwood MO 63042 314-895-3300 1508072570 2628812 38.792326 -90.373652
600309702 Gillen Pharmacy Southland Shpg Cntr 1731 East Mechanic Harrisonville MO 64701 816-884-5115 1932179579 2606727 38.653446 -94.335484
606158707 Hermann Pharmacy 2060 Village Lane PO Box 469 Hermann MO 65041 573-486-8999 1134289374 2635754 38.6968 -91.4424
602206906 Hermitage Prof Pharmacy Dallas St & 254 Hwy PO Box 370 Hermitage MO 65668 417-745-2136 1528169083 2622985 37.941675 -93.315631
600059109 Hutcheson Pharmacy 1330 S Highway 63 PO Box 68 Houston MO 65483 417-967-4139 1164587770 2614700 37.316069 -91.960666
608585006 Hy-Vee Clinic Pharmacy (1036 710 Main PO Box 68 Princeton MO 64673 660-748-7730 1417983503 2634346 40.397236 -93.587178
602979700 Hy-Vee Pharmacy 601 West 40 Highway PO Box 68 Blue Springs MO 64014 816-224-4277 1821028630 2627517 39.010843 -94.271178
607860509 Hy-Vee Pharmacy #1384 1332 W Highway 152 PO Box 68 Liberty MO 64068 816-792-4632 1578590006 2629535 39.244256 -94.444175
606194306 Hy-Vee Pharmacy #1475 3870 Highway D PO Box 68 Lake Ozark MO 65049 573-302-8383 1043248115 2635994 38.163003 -92.607375
608291001 Imran Pharmacy, Inc. Suite 100 3737 N Kingshighway Blvd St Louis MO 63115 314-381-9394 1730244161 2630780 38.677212 -90.251572
600309819 J & D Pharmacy Truman Village PO Box 1599 1330 Commercial Street Warsaw MO 65355 660-438-7331 1740370899 2617338 38.254283 -93.366655
601587108 Kribbs Family Pharmacy Britim Inc 319 West Reed Street Moberly MO 65270 660-263-8020 1659443448 2619611 39.419634 -92.439496
600496301 Kroger Pharmacy J-501 US Hwy 61 & McMaster Huck Finn Shopping Center Hannibal MO 63401 573-221-2866 1376616680 2629357 39.725704 -91.398773
600054704 Lake Regional Pharmacy Cmc 1930-C North Business Route 5 Huck Finn Shopping Center Camdenton MO 65020 573-346-2300 1407960479 2629422 38.0109 -92.7486
600125306 Laurie Healthmart Pharmacy 156 Missouri Boulevard PO Box 1518 Laurie MO 65038 573-374-7522 1750453296 2616261 38.194657 -92.823336
606414100 Lime In The Coconut Specialty Compounding Pharmacy LLC (The) 121 Crossing Centre #6 PO Box 2145 Lake Ozark MO 65049 573-964-6786 1407011851 2638178 38.187604 -92.640359
603449505 Managed Healthcare Pharmacy Suite 200 1947 West Sunset Springfield MO 65807 417-889-4000 1346351442 2628343 37.166809 -93.319251
600118608 Medical Center Pharmacy Route 4 Box 4515 PO Box 148 Piedmont MO 63957 573-223-4235 1376524959 2609381 37.152172 -90.687372
602188203 Medicine Shoppe 920 M St Clair Plaza Dr PO Box 747 St Clair MO 63077 636-629-2022 1821162280 2628153 38.35615 -90.979538
600309009 Medicine Shoppe #1747 1103 South 169 Highway PO Box 747 Smithville MO 64089 816-532-0977 1710156112 2637859 39.37066 -94.58462
601695000 Medicine Shoppe (The) Suite 101 900 Main Street Grandview MO 64030 816-761-5566 1699869008 2603187 38.889516 -94.534714
608625901 Medicine Shoppe (The) Suite A 1107 South Madison Webb City MO 64870 417-673-4909 1326132739 2631100 37.134461 -94.474921
601769508 Myers Pharmacy North Highway 160 Box 307 Alton MO 65606 417-778-7727 1679632285 2619584 36.69907 -91.400589
605889302 Northwest Pharmacy Services 500 1/2 Davis PO Box 156 Hamilton MO 64644 816-583-2881 1912067612 2634764 39.737541 -93.998306
600748503 Odessa Family Pharmacy 316 West 40 Highway PO Box 860 Odessa MO 64076 816-633-8480 1285675132 2615194 39.007011 -93.953432
606328607 Old Town Pharmacy LLC 100 A Chapel Drive PO Box 860 Monett MO 65708 417-635-1100 1578754701 2637506 36.913464 -93.899946
600662308 Omnicare Pharmacy of The Midwest LLC 453 East 111th Street PO Box 860 Kansas City MO 64131 816-942-2800 1326150533 2633003 38.295601 -94.574971
600307201 Overturf Pharmacy #8425 903 West Business 60 PO Box 860 Dexter MO 63841 573-624-7452 1366544702 2613443 36.803071 -89.97084
602665309 Ozark Center Pharmacy Suite 200 530 East 34th Street Joplin MO 64804 417-347-7490 1730264565 2628836 37.051229 -94.510319
609697701 Parkers Pharmacy 1047 South Maguire PO Box 590 Warrensburg MO 64093 660-747-7449 1093731408 2631530 38.748228 -93.736701
609712906 Patients First Pharmacy Suite 102-103 406 West 34th Street Kansas City MO 64111 816-931-1113 1013998533 2631578 39.06681 -94.591734
606156909 Peculiar Pharmacy LLC 224 Main Street PO Box 458 Peculiar MO 64078 816-779-6100 1265419402 2635716 38.719113 -94.460398
600446504 Pharmax Pharmacy #1365 60A Nesbit Drive PO Box 458 Bonne Terre MO 63628 573-358-3301 1558473157 2604937 37.9233 -90.5442
606385003 Physician Park Pharmacy LLC 225 Physician Park Drive Suite 100 3809 McCain Park Drive Poplar Bluff MO 63901 573-778-9238 1871749549 2638130 36.7717 -90.456926
606385607 Physician Park Pharmacy LTC 225 Physician Park Drive Suite 100A 3809 McCain Park Drive Poplar Bluff MO 63901 573-778-9238 1780830455 2638142 36.7717 -90.456926
600242507 Piedmont Family Pharmacy #1 Hals Plaza Drive 3809 McCain Park Drive Piedmont MO 63957 573-223-4800 1386655322 2629662 37.152756 -90697417.0
602912701 Plaza Pharmacy Bridgeway Plaza PO Box 418 Shell Knob MO 65747 417-858-2200 1518980986 2627163 36.593309 -93.603247
606255107 Price Cutter Pharmacy #9 1211 Parkway Shopping Center PO Box 280 West Plains MO 65775 417-256-4620 1447321062 2636922 36.7454 -91.877
606028207 Price Cutter Plus Pharmacy # 5504 North 17th Street PO Box 280 Ozark MO 65721 417-581-9288 1578634580 2634992 37.003983 -93.205528
603070608 Pricecutter Pharmacy #55 400 Massey Boulevard PO Box 280 Nixa MO 65714 417-725-6606 1750452769 2634485 37.048782 -93.302727
608608808 Rameys Pharmacy #5 2150 East Cleveland 3201 McClelland Boulevard Monett MO 65708 417-236-2820 1174697692 2631148 36.9282 -93.9005
606057602 Red Cross Pharmacy 301 Southwest Eagles Parkway 3201 McClelland Boulevard Grain Valley MO 64029 816-847-2990 1245318427 2635110 39.0104 -94.2023
606198505 Sams Club Pharmacy 10-4920 Building A 5201 North Belt Highway St Joseph MO 64506 816-279-8081 1689691917 2635970 39.81631 -94.814868
605987809 Sam's Pharmacy 10-6415 3536 Hammons Boulevard PO Box 957 Joplin MO 64804 417-624-3264 1912925496 2634726 37.049569 -94.477126
601716202 Savannah Family Pharmacy 205 South 71 Highway PO Box 509 Savannah MO 64485 816-324-4211 1720073174 2621010 39.940213 -94.821462
608666806 Schnucks Pharmacy #122 20 Gravois Dillon Plaza PO Box 509 High Ridge MO 63049 636-677-0430 1437195526 2631186 38.477008 -90.52127
601580723 Schnucks Pharmacy #138 48 Plaza Ninety Four Drive PO Box 509 St Peters MO 63376 636-928-1625 1780611095 2619724 38.749471 -90.591162
600125454 Schnucks Pharmacy #142 1060 Schnucks Woods Ml Plz PO Box 509 Ballwin MO 63011 636-227-2770 1942245956 2604800 38.625111 -90.514936
606853802 Schnucks Pharmacy #216 1589 Sierra Vista Shop Ctr PO Box 509 St Louis MO 63138 314-355-8314 1700822897 2629763 38.77196 -90.219273
603912502 Schnucks Pharmacy #719 2073 Schnucks Crossing PO Box 509 Washington MO 63090 636-239-4120 1740216266 2632253 38.537713 -91.007209
602281107 Schnucks Pharmacy #731 1181 Gannon Drive PO Box 509 Festus MO 63028 636-464-4127 1528004611 2629991 38.208671 -90.402342
604752907 Senior Care Pharmacy Suite A 3220 South Wisconsin Joplin MO 64804 417-626-8180 1942281209 2632873 37.054555 -94.502794
600128409 SSM Pharmacy at Depaul Suite 120 12255 Depaul Drive Bridgeton MO 63044 314-344-7300 1235209032 2616590 38.750715 -90.434455
606172302 SSM Rx Express LLC 12266 Depaul Drive Suite 105 12255 Depaul Drive Bridgeton MO 63044 314-344-7300 1003058371 2638510 38.750715 -90.434455
606198406 St Johns Pharmacy - Nixa Suite 130 940 West Mount Vernon Nixa MO 65714 417-724-5350 1770523490 2636023 37.043419 -93.315613
603809401 St Lukes Health System Home Care And Hospice 601 South 169 Highway PO Box 1170 Smithville MO 64089 816-756-1160 1124051719 2629458 39.376886 -94.581196
607935103 St Marys Westphalia Pharmacy Highway 63 HCR 65 Box 7 Westphalia MO 65085 573-455-2284 1952412744 2629410 38.439079 -91.998767
600284509 Stockstills Pharmacy 104 West McClurg PO Box 310 Richland MO 65556 573-765-3321 1326234329 2609672 37.857031 -92.40474
606144103 Target Pharmacy T-1914 919 Highway D PO Box 1187 Osage Beach MO 64065 573-348-5963 1043232747 2635526 38.165129 -92.609678
609805502 Transmed Pharmacy Suite 502 1001 East 101st Terrace Suite 240 Kansas City MO 64131 816-960-0353 1447375613 2631693 38.94283 -94.578743
600565402 UMC Hosp/Clinics Pharmacy Room 1L29 One Hospital Drive Columbia MO 65212 573-882-8600 1750375986 2614813 38.937782 -92.330641
608466207 USA Drug #7637 Room 1002 1107 West Liberty Farmington MO 63640 573-756-2799 1104806066 2630855 37.779495 -90.440738
607741907 Walgreen #02616 455 Highway 61 North PO Box 361 Hannibal MO 63401 573-221-6557 1194730341 2629268 39.7052 -91.3886
600402705 Walgreens 5764 South Lindgergh Drive PO Box 361 St Louis MO 63123 314-842-3340 1104831346 2601309 38.526024 -90.359167
608842100 Walgreens #04225 1701 N W Highway 7 PO Box 361 Blue Springs MO 64015 816-220-3620 1356356372 2631287 39.037749 -94.272527
604810408 Walgreens #04439 1191 West 152 Highway PO Box 361 Liberty MO 64068 816-781-9347 1063427086 2632950 39.243964 -94.442034
606394005 Walgreens #12062 106 Silver Thread Lane PO Box 361 Branson West MO 65737 417-272-1112 1205091568 2638154 36.706177 -93.37443
606350205 Walgreens #7811 100 Jason Drive PO Box 361 Troy MO 63379 636-462-5901 1760673248 2637582 38.987867 -90.981469
606171700 Wal-Mart Pharmacy #10-5261 342 Commercial Drive PO Box 361 Pineville MO 64856 417-226-5811 1821016304 2635780 36.507869 -94.278017
606424406 Walmart Pharmacy #10-5477 401 Supercenter Drive PO Box 361 Jefferson City MO 65101 573-635-3535 1205079100 2638560 38.540803 -92.120162
603073909 Wal-Mart Pharmacy 10-0056 1309 NW 12th Avenue PO Box 361 Ava MO 65608 417-683-4708 1558389056 2627632 36.959381 -92676545.0
606099703 Wal-Mart Pharmacy 10-0250 103 West Polk Street PO Box 361 Warsaw MO 65355 660-438-2207 1134146467 2635235 38.243247 -93.382975
602368508 Wal-Mart Pharmacy 10-1021 500 Warren County Center PO Box 361 Warrenton MO 63383 636-456-4243 1316964661 2623886 38.823609 -91.142252
603436106 Wal-Mart Pharmacy 10-156 State Hwy 84 West PO Box 361 Caruthersville MO 63830 573-333-0073 1063435121 2628090 36.17607 -89.666139
606655900 Wal-Mart Pharmacy 10-17 3200 Lusk Drive PO Box 361 Neosho MO 64850 417-451-1177 1952328213 2628418 36.839591 -94.395451
602214702 Wal-Mart Pharmacy 10-173 #1 Memorial Drive PO Box 361 Potosi MO 63664 573-438-3387 1235156589 2622846 37.924229 -90.773098
605248400 Wal-Mart Pharmacy 10-2994 3022 South Belt Highway PO Box 361 St Joseph MO 64503 816-232-9096 1871510107 2633750 39.7321 -94.801
601371602 Wal-Mart Pharmacy 10-30 2025 Business Highway 60 West PO Box 361 Dexter MO 63841 573-624-5967 1073530390 2618102 36.799531 -89.950593
600242606 Wal-Mart Pharmacy 10-32 2050 State Hwy 76 West PO Box 361 Branson MO 65616 417-334-7181 1598782815 2621147 36.645249 -93.225482
603296708 Wal-Mart Pharmacy 10-337 1025 Walton Drive PO Box 361 Fredericktown MO 63645 573-783-2663 1134146491 2627935 37.4924 -90.2166
600053706 Wal-Mart Pharmacy 10-34 2250 Lincoln Avenue PO Box 361 Nevada MO 64772 417-667-3011 1033136395 2631364 37.8394 -94.3274
602188104 Wal-Mart Pharmacy 10-834 810 South 37th Street PO Box 361 Bethany MO 64424 660-425-4430 1508883851 2622187 40.263414 -94.017316
602241903 Wal-Mart Pharmacy 10-88 2100 North Main PO Box 361 Mountain Grove MO 65711 417-926-4129 1871510123 2623115 37.150757 -92.261787
600284731 Wal-Mart Pharmacy 10-89 94 Cecil Street PO Box 361 Camdenton MO 65020 573-346-2992 1063439487 2616982 38.014697 -92.738635
602345506 Wal-Mart Pharmacy 10-946 #15 Halls Plaza Drive PO Box 361 Piedmont MO 63957 573-223-7611 1720006208 2623711 37.153031 -90.696861
601370802 West Pine Pharmacy F R Haefner Inc 4401 West Pine Boulevard St Louis MO 63108 314-533-1081 1104953942 2611994 38.640475 -90.254899
608510707 Wilkinson Health Services Suite 200 125 S Washington Street Nevada MO 64772 417-667-2500 1386665933 2630968 37.837855 -94.355495
600308803 Wilkinson Pharmacy Suite 102 1515 Hazel Carthage MO 64836 417-358-4840 1285728931 2627769 37.163258 -94.31911
600900005 Zumwalt Pharmacy 19 Public Square PO Box 189 Stockton MO 65785 417-276-3128 1124127691 2617011 37.698872 -93.796065
Raw
weather.csv
We can't make this file beautiful and searchable because it's too large.
DateUTC,Conditions,Dew PointF,Events,Gust SpeedMPH,Humidity,PrecipitationIn,Sea Level PressureIn,TemperatureF,TimeCDT,TimeCST,VisibilityMPH,Wind Direction,Wind SpeedMPH,WindDirDegrees
2013-01-01 06:05:00,Light Snow,26.6,Snow,-,86.0,0.0,30.12,30.2,,12:05 AM,2.0,North,13.8,360.0
2013-01-01 06:14:00,Light Snow,26.6,Snow,-,86.0,0.0,30.12,30.2,,12:14 AM,3.0,North,13.8,360.0
2013-01-01 06:36:00,Light Snow,24.8,Snow,-,86.0,0.0,30.12,28.4,,12:36 AM,4.0,North,13.8,10.0
2013-01-01 06:51:00,Light Snow,24.1,Snow,-,85.0,0.0,30.16,28.0,,12:51 AM,4.0,North,10.4,10.0
2013-01-01 07:02:00,Light Snow,23.0,Snow,-,80.0,0.0,30.12,28.4,,1:02 AM,4.0,North,9.2,10.0
2013-01-01 07:44:00,Light Snow,21.2,Snow,-,80.0,0.0,30.14,26.6,,1:44 AM,5.0,North,11.5,350.0
2013-01-01 07:51:00,Light Snow,21.0,Snow,-,78.0,0.0,30.18,27.0,,1:51 AM,5.0,North,10.4,350.0
2013-01-01 08:21:00,Light Snow,21.2,Snow,-,80.0,0.0,30.14,26.6,,2:21 AM,7.0,North,8.1,360.0
2013-01-01 08:51:00,Light Snow,19.9,Snow,-,78.0,0.0,30.19,26.1,,2:51 AM,8.0,North,11.5,350.0
2013-01-01 09:17:00,Light Snow,19.4,Snow,-,80.0,0.0,30.16,24.8,,3:17 AM,8.0,North,10.4,360.0
2013-01-01 09:51:00,Overcast,18.0,,-,75.0,0.0,30.19,25.0,,3:51 AM,9.0,North,11.5,360.0
2013-01-01 10:51:00,Overcast,18.0,,-,77.0,,30.21,24.1,,4:51 AM,8.0,North,9.2,350.0
2013-01-01 10:59:00,Overcast,17.6,,-,74.0,,30.17,24.8,,4:59 AM,8.0,North,11.5,350.0
2013-01-01 11:51:00,Overcast,17.1,,-,78.0,,30.19,23.0,,5:51 AM,8.0,North,11.5,360.0
2013-01-01 12:03:00,Overcast,17.6,,-,80.0,,30.15,23.0,,6:03 AM,7.0,North,10.4,10.0
2013-01-01 12:51:00,Overcast,16.0,,-,78.0,,30.21,21.9,,6:51 AM,8.0,North,10.4,360.0
2013-01-01 13:47:00,Overcast,15.8,,-,80.0,,30.22,21.2,,7:47 AM,7.0,NNW,5.8,340.0
2013-01-01 13:51:00,Overcast,15.1,,-,75.0,,30.27,21.9,,7:51 AM,7.0,NNW,8.1,340.0
2013-01-01 14:17:00,Overcast,15.8,,-,80.0,,30.23,21.2,,8:17 AM,7.0,North,8.1,350.0
2013-01-01 14:51:00,Overcast,15.1,,-,75.0,,30.28,21.9,,8:51 AM,7.0,NNW,9.2,330.0
2013-01-01 15:51:00,Mostly Cloudy,15.1,,-,75.0,,30.25,21.9,,9:51 AM,8.0,North,12.7,10.0
2013-01-01 16:51:00,Mostly Cloudy,16.0,,-,74.0,,30.28,23.0,,10:51 AM,8.0,North,13.8,350.0
2013-01-01 17:51:00,Mostly Cloudy,16.0,,-,71.0,,30.26,24.1,,11:51 AM,8.0,North,10.4,360.0
2013-01-01 18:51:00,Mostly Cloudy,17.1,,-,72.0,,30.25,25.0,,12:51 PM,8.0,NNW,9.2,340.0
2013-01-01 19:51:00,Mostly Cloudy,17.1,,-,72.0,,30.25,25.0,,1:51 PM,8.0,NW,3.5,320.0
2013-01-01 20:51:00,Mostly Cloudy,16.0,,-,66.0,,30.26,26.1,,2:51 PM,8.0,NW,5.8,310.0
2013-01-01 21:51:00,Mostly Cloudy,14.0,,-,60.0,,30.27,26.1,,3:51 PM,9.0,North,4.6,350.0
2013-01-01 22:51:00,Mostly Cloudy,12.9,,-,62.0,,30.28,24.1,,4:51 PM,9.0,NNW,6.9,330.0
2013-01-01 23:51:00,Scattered Clouds,14.0,,-,72.0,,30.29,21.9,,5:51 PM,10.0,NW,5.8,320.0
2013-01-02 00:51:00,Partly Cloudy,12.9,,-,71.0,,30.3,21.0,,6:51 PM,10.0,NW,6.9,320.0
2013-01-02 01:51:00,Partly Cloudy,12.0,,-,71.0,,30.3,19.9,,7:51 PM,10.0,NNW,5.8,340.0
2013-01-02 02:51:00,Partly Cloudy,10.9,,-,71.0,,30.3,19.0,,8:51 PM,10.0,NNW,3.5,330.0
2013-01-02 03:51:00,Scattered Clouds,10.9,,-,71.0,,30.31,19.0,,9:51 PM,9.0,Calm,Calm,0.0
2013-01-02 04:51:00,Scattered Clouds,10.9,,-,74.0,,30.33,18.0,,10:51 PM,8.0,West,4.6,280.0
2013-01-02 05:51:00,Mostly Cloudy,10.0,,-,71.0,,30.31,18.0,,11:51 PM,8.0,West,3.5,270.0
2013-01-02 06:51:00,Scattered Clouds,10.0,,-,74.0,,30.31,17.1,,12:51 AM,8.0,West,3.5,280.0
2013-01-02 07:51:00,Partly Cloudy,9.0,,-,71.0,,30.3,17.1,,1:51 AM,9.0,Calm,Calm,0.0
2013-01-02 08:51:00,Mostly Cloudy,10.0,,-,77.0,,30.32,16.0,,2:51 AM,8.0,Calm,Calm,0.0
2013-01-02 09:51:00,Mostly Cloudy,10.0,,-,77.0,,30.3,16.0,,3:51 AM,8.0,Calm,Calm,0.0
2013-01-02 10:51:00,Scattered Clouds,9.0,,-,77.0,,30.3,15.1,,4:51 AM,7.0,West,3.5,270.0
2013-01-02 11:51:00,Scattered Clouds,10.0,,-,77.0,,30.32,16.0,,5:51 AM,7.0,SW,4.6,230.0
2013-01-02 12:51:00,Mostly Cloudy,10.0,,-,77.0,,30.32,16.0,,6:51 AM,7.0,Calm,Calm,0.0
2013-01-02 13:51:00,Mostly Cloudy,10.0,,-,77.0,,30.33,16.0,,7:51 AM,7.0,Calm,Calm,0.0
2013-01-02 14:51:00,Haze,10.0,,-,68.0,,30.33,19.0,,8:51 AM,6.0,SW,3.5,220.0
2013-01-02 15:51:00,Scattered Clouds,10.0,,-,58.0,,30.32,23.0,,9:51 AM,8.0,Calm,Calm,0.0
2013-01-02 16:51:00,Mostly Cloudy,10.0,,-,53.0,,30.31,25.0,,10:51 AM,9.0,SW,3.5,230.0
2013-01-02 17:51:00,Mostly Cloudy,9.0,,-,47.0,,30.28,27.0,,11:51 AM,10.0,SW,3.5,230.0
2013-01-02 18:51:00,Mostly Cloudy,10.0,,-,43.0,,30.26,30.0,,12:51 PM,10.0,Calm,Calm,0.0
2013-01-02 19:51:00,Mostly Cloudy,10.0,,-,42.0,,30.24,30.9,,1:51 PM,10.0,SW,4.6,230.0
2013-01-02 20:51:00,Mostly Cloudy,9.0,,-,37.0,,30.25,33.1,,2:51 PM,10.0,SW,4.6,220.0
2013-01-02 21:51:00,Mostly Cloudy,9.0,,-,37.0,,30.25,33.1,,3:51 PM,10.0,South,6.9,190.0
2013-01-02 22:51:00,Mostly Cloudy,15.1,,-,54.0,,30.25,30.0,,4:51 PM,10.0,South,6.9,170.0
2013-01-02 23:51:00,Scattered Clouds,14.0,,-,54.0,,30.25,28.9,,5:51 PM,9.0,SSE,5.8,150.0
2013-01-03 00:51:00,Partly Cloudy,16.0,,-,61.0,,30.27,28.0,,6:51 PM,9.0,South,4.6,170.0
2013-01-03 01:51:00,Clear,14.0,,-,58.0,,30.27,27.0,,7:51 PM,10.0,South,5.8,170.0
2013-01-03 02:51:00,Clear,14.0,,-,60.0,,30.26,26.1,,8:51 PM,10.0,South,3.5,180.0
2013-01-03 03:51:00,Clear,14.0,,-,63.0,,30.27,25.0,,9:51 PM,10.0,SSW,3.5,210.0
2013-01-03 04:51:00,Clear,15.1,,-,66.0,,30.27,25.0,,10:51 PM,10.0,Calm,Calm,0.0
2013-01-03 05:51:00,Clear,16.0,,-,71.0,,30.26,24.1,,11:51 PM,10.0,WSW,4.6,240.0
2013-01-03 06:51:00,Clear,16.0,,-,71.0,,30.25,24.1,,12:51 AM,10.0,WSW,3.5,250.0
2013-01-03 07:51:00,Partly Cloudy,16.0,,-,66.0,,30.26,26.1,,1:51 AM,10.0,WSW,8.1,250.0
2013-01-03 08:51:00,Scattered Clouds,16.0,,-,69.0,,30.28,25.0,,2:51 AM,10.0,West,6.9,270.0
2013-01-03 09:51:00,Mostly Cloudy,18.0,,-,71.0,,30.28,26.1,,3:51 AM,10.0,West,6.9,270.0
2013-01-03 10:51:00,Clear,16.0,,-,74.0,,30.29,23.0,,4:51 AM,10.0,West,5.8,270.0
2013-01-03 11:51:00,Clear,16.0,,-,74.0,,30.31,23.0,,5:51 AM,10.0,West,3.5,260.0
2013-01-03 12:51:00,Clear,16.0,,-,78.0,,30.33,21.9,,6:51 AM,8.0,West,5.8,260.0
2013-01-03 13:51:00,Partly Cloudy,18.0,,-,77.0,,30.35,24.1,,7:51 AM,7.0,WSW,5.8,250.0
2013-01-03 14:51:00,Partly Cloudy,21.0,,-,72.0,,30.36,28.9,,8:51 AM,7.0,West,8.1,260.0
2013-01-03 15:51:00,Partly Cloudy,21.9,,-,72.0,,30.4,30.0,,9:51 AM,7.0,WSW,10.4,250.0
2013-01-03 16:51:00,Clear,23.0,,-,66.0,,30.4,33.1,,10:51 AM,8.0,WSW,8.1,250.0
2013-01-03 17:51:00,Clear,24.1,,-,62.0,,30.38,36.0,,11:51 AM,9.0,WSW,8.1,250.0
2013-01-03 18:51:00,Partly Cloudy,24.1,,-,55.0,,30.36,39.0,,12:51 PM,10.0,West,10.4,260.0
2013-01-03 19:51:00,Partly Cloudy,24.8,,20.7,56.0,,30.32,39.2,,1:51 PM,10.0,WNW,12.7,290.0
2013-01-03 20:51:00,Mostly Cloudy,23.0,,-,53.0,,30.37,39.0,,2:51 PM,10.0,WNW,12.7,300.0
2013-01-03 21:51:00,Partly Cloudy,24.1,,-,55.0,,30.37,39.0,,3:51 PM,10.0,WNW,9.2,290.0
2013-01-03 22:51:00,Partly Cloudy,23.0,,-,61.0,,30.39,35.1,,4:51 PM,10.0,NW,6.9,310.0
2013-01-03 23:51:00,Scattered Clouds,21.9,,-,61.0,,30.41,34.0,,5:51 PM,10.0,West,4.6,260.0
2013-01-04 00:51:00,Mostly Cloudy,24.1,,-,67.0,,30.42,34.0,,6:51 PM,10.0,WNW,6.9,290.0
2013-01-04 01:51:00,Mostly Cloudy,24.1,,-,64.0,,30.43,35.1,,7:51 PM,10.0,West,6.9,280.0
2013-01-04 02:51:00,Mostly Cloudy,24.1,,-,64.0,,30.43,35.1,,8:51 PM,10.0,West,5.8,260.0
2013-01-04 03:51:00,Mostly Cloudy,24.1,,-,64.0,,30.43,35.1,,9:51 PM,10.0,West,10.4,270.0
2013-01-04 04:51:00,Partly Cloudy,23.0,,-,72.0,,30.43,30.9,,10:51 PM,10.0,West,8.1,280.0
2013-01-04 05:51:00,Clear,23.0,,-,75.0,,30.43,30.0,,11:51 PM,10.0,West,5.8,270.0
2013-01-04 06:51:00,Clear,21.9,,-,75.0,,30.41,28.9,,12:51 AM,10.0,WNW,8.1,290.0
2013-01-04 07:51:00,Clear,19.9,,-,78.0,,30.41,26.1,,1:51 AM,10.0,West,6.9,270.0
2013-01-04 08:51:00,Clear,19.0,,-,75.0,,30.42,26.1,,2:51 AM,10.0,West,5.8,260.0
2013-01-04 09:51:00,Scattered Clouds,18.0,,-,75.0,,30.43,25.0,,3:51 AM,10.0,West,5.8,280.0
2013-01-04 10:51:00,Mostly Cloudy,21.0,,-,75.0,,30.43,28.0,,4:51 AM,10.0,West,6.9,270.0
2013-01-04 11:51:00,Mostly Cloudy,19.0,,-,75.0,,30.43,26.1,,5:51 AM,10.0,West,4.6,270.0
2013-01-04 12:51:00,Scattered Clouds,18.0,,-,75.0,,30.44,25.0,,6:51 AM,10.0,West,5.8,260.0
2013-01-04 13:51:00,Scattered Clouds,18.0,,-,75.0,,30.45,25.0,,7:51 AM,9.0,West,4.6,260.0
2013-01-04 14:51:00,Partly Cloudy,21.0,,-,69.0,,30.45,30.0,,8:51 AM,9.0,WSW,6.9,250.0
2013-01-04 15:51:00,Clear,21.0,,-,61.0,,30.46,33.1,,9:51 AM,10.0,WSW,9.2,250.0
2013-01-04 16:51:00,Clear,21.9,,-,57.0,,30.45,36.0,,10:51 AM,10.0,West,12.7,260.0
2013-01-04 17:51:00,Partly Cloudy,21.9,,-,54.0,,30.43,37.0,,11:51 AM,10.0,WSW,11.5,250.0
2013-01-04 18:51:00,Clear,21.9,,-,50.0,,30.4,39.0,,12:51 PM,10.0,West,11.5,260.0
2013-01-04 19:51:00,Clear,21.0,,-,47.0,,30.4,39.9,,1:51 PM,10.0,SW,12.7,230.0
2013-01-04 20:51:00,Clear,19.9,,-,45.0,,30.39,39.9,,2:51 PM,10.0,WSW,15.0,240.0
2013-01-04 21:51:00,Clear,19.0,,-,41.0,,30.38,41.0,,3:51 PM,10.0,SW,9.2,230.0
2013-01-04 22:51:00,Clear,18.0,,-,45.0,,30.36,37.9,,4:51 PM,10.0,WSW,4.6,240.0
2013-01-04 23:51:00,Clear,19.0,,-,50.0,,30.37,36.0,,5:51 PM,10.0,SSW,4.6,200.0
2013-01-05 00:51:00,Clear,18.0,,-,48.0,,30.38,36.0,,6:51 PM,10.0,Calm,Calm,0.0
2013-01-05 01:51:00,Clear,19.0,,-,52.0,,30.38,35.1,,7:51 PM,10.0,Calm,Calm,0.0
2013-01-05 02:51:00,Clear,19.0,,-,56.0,,30.36,33.1,,8:51 PM,10.0,Calm,Calm,0.0
2013-01-05 03:51:00,Clear,19.0,,-,61.0,,30.36,30.9,,9:51 PM,10.0,Calm,Calm,0.0
2013-01-05 04:51:00,Clear,19.0,,-,59.0,,30.35,32.0,,10:51 PM,10.0,SSW,3.5,210.0
2013-01-05 05:51:00,Clear,19.0,,-,59.0,,30.34,32.0,,11:51 PM,10.0,SW,9.2,230.0
2013-01-05 06:51:00,Clear,19.0,,-,56.0,,30.33,33.1,,12:51 AM,10.0,SW,9.2,220.0
2013-01-05 07:51:00,Clear,19.0,,-,59.0,,30.34,32.0,,1:51 AM,10.0,SW,9.2,220.0
2013-01-05 08:51:00,Partly Cloudy,19.4,,-,60.0,,30.3,32.0,,2:51 AM,10.0,SW,6.9,230.0
2013-01-05 09:51:00,Scattered Clouds,19.4,,-,64.0,,30.29,30.2,,3:51 AM,10.0,Calm,Calm,0.0
2013-01-05 10:51:00,Partly Cloudy,19.0,,-,56.0,,30.31,33.1,,4:51 AM,10.0,Calm,Calm,0.0
2013-01-05 11:51:00,Scattered Clouds,19.4,,-,60.0,,30.3,32.0,,5:51 AM,10.0,SW,6.9,220.0
2013-01-05 12:51:00,Mostly Cloudy,21.0,,-,59.0,,30.32,34.0,,6:51 AM,10.0,SW,8.1,230.0
2013-01-05 13:51:00,Mostly Cloudy,21.9,,-,61.0,,30.33,34.0,,7:51 AM,10.0,SW,11.5,230.0
2013-01-05 14:51:00,Light Snow,21.2,Snow,-,56.0,,30.3,35.6,,8:51 AM,10.0,SW,9.2,230.0
2013-01-05 14:59:00,Overcast,21.2,,-,56.0,0.0,30.3,35.6,,8:59 AM,9.0,SW,6.9,230.0
2013-01-05 15:51:00,Mostly Cloudy,23.0,,-,55.0,0.0,30.34,37.9,,9:51 AM,10.0,WSW,10.4,240.0
2013-01-05 16:51:00,Mostly Cloudy,24.1,,-,53.0,,30.32,39.9,,10:51 AM,10.0,WSW,9.2,240.0
2013-01-05 17:51:00,Mostly Cloudy,27.0,,-,51.0,,30.27,44.1,,11:51 AM,10.0,West,9.2,260.0
2013-01-05 18:51:00,Mostly Cloudy,26.1,,-,48.0,,30.22,45.0,,12:51 PM,10.0,SW,8.1,220.0
2013-01-05 19:51:00,Overcast,25.0,,-,46.0,,30.18,45.0,,1:51 PM,10.0,SSW,10.4,200.0
2013-01-05 20:51:00,Overcast,24.1,,-,42.0,,30.18,46.0,,2:51 PM,10.0,SW,12.7,220.0
2013-01-05 21:51:00,Light Rain,26.1,Rain,-,49.0,0.0,30.19,44.1,,3:51 PM,10.0,SW,6.9,220.0
2013-01-05 22:51:00,Overcast,26.1,,-,49.0,0.0,30.17,44.1,,4:51 PM,10.0,South,5.8,180.0
2013-01-05 23:51:00,Overcast,26.1,,-,53.0,,30.18,42.1,,5:51 PM,10.0,South,5.8,190.0
2013-01-06 00:51:00,Overcast,26.1,,-,53.0,,30.19,42.1,,6:51 PM,10.0,SSW,5.8,200.0
2013-01-06 01:51:00,Overcast,26.1,,-,51.0,,30.18,43.0,,7:51 PM,10.0,SSW,9.2,210.0
2013-01-06 02:51:00,Overcast,27.0,,-,53.0,,30.16,43.0,,8:51 PM,10.0,SW,8.1,230.0
2013-01-06 03:51:00,Overcast,27.0,,-,53.0,,30.16,43.0,,9:51 PM,10.0,SW,10.4,230.0
2013-01-06 04:51:00,Mostly Cloudy,28.9,,-,60.0,,30.14,42.1,,10:51 PM,10.0,SW,11.5,230.0
2013-01-06 05:51:00,Mostly Cloudy,28.9,,-,60.0,,30.12,42.1,,11:51 PM,10.0,SW,15.0,220.0
2013-01-06 06:51:00,Mostly Cloudy,30.0,,-,62.0,,30.11,42.1,,12:51 AM,10.0,WSW,12.7,240.0
2013-01-06 07:51:00,Mostly Cloudy,30.0,,23.0,65.0,,30.11,41.0,,1:51 AM,10.0,WSW,16.1,250.0
2013-01-06 08:51:00,Partly Cloudy,28.9,,-,67.0,,30.12,39.0,,2:51 AM,10.0,West,13.8,270.0
2013-01-06 09:51:00,Partly Cloudy,28.0,,-,70.0,,30.12,37.0,,3:51 AM,10.0,West,13.8,280.0
2013-01-06 10:51:00,Scattered Clouds,27.0,,-,75.0,,30.13,34.0,,4:51 AM,10.0,West,9.2,280.0
2013-01-06 11:51:00,Scattered Clouds,26.1,,-,73.0,,30.16,34.0,,5:51 AM,10.0,WNW,10.4,290.0
2013-01-06 11:58:00,Mostly Cloudy,26.6,,23.0,75.0,,30.14,33.8,,5:58 AM,10.0,WNW,15.0,290.0
2013-01-06 12:51:00,Overcast,23.0,,24.2,66.0,,30.19,33.1,,6:51 AM,10.0,WNW,18.4,290.0
2013-01-06 13:51:00,Overcast,21.9,,23.0,66.0,,30.22,32.0,,7:51 AM,10.0,WNW,9.2,300.0
2013-01-06 14:51:00,Overcast,21.9,,24.2,64.0,,30.25,33.1,,8:51 AM,10.0,WNW,19.6,290.0
2013-01-06 15:51:00,Overcast,21.9,,27.6,64.0,,30.28,33.1,,9:51 AM,10.0,WNW,13.8,300.0
2013-01-06 16:51:00,Overcast,21.9,,-,64.0,,30.3,33.1,,10:51 AM,7.0,WNW,17.3,290.0
2013-01-06 17:51:00,Mostly Cloudy,21.9,,26.5,61.0,,30.3,34.0,,11:51 AM,7.0,WNW,17.3,290.0
2013-01-06 18:22:00,Haze,21.2,,-,56.0,,30.27,35.6,,12:22 PM,6.0,WNW,20.7,290.0
2013-01-06 18:51:00,Haze,21.9,,-,59.0,,30.29,35.1,,12:51 PM,6.0,WNW,13.8,290.0
2013-01-06 19:51:00,Partly Cloudy,21.9,,23.0,57.0,,30.31,36.0,,1:51 PM,7.0,WNW,15.0,300.0
2013-01-06 20:51:00,Partly Cloudy,21.0,,-,52.0,,30.33,37.0,,2:51 PM,10.0,NW,11.5,310.0
2013-01-06 21:51:00,Partly Cloudy,21.0,,-,55.0,,30.35,36.0,,3:51 PM,8.0,West,12.7,280.0
2013-01-06 22:51:00,Partly Cloudy,19.9,,-,59.0,,30.37,33.1,,4:51 PM,10.0,WNW,8.1,290.0
2013-01-06 23:51:00,Clear,19.0,,-,64.0,,30.4,30.0,,5:51 PM,10.0,WNW,5.8,290.0
2013-01-07 00:51:00,Clear,19.0,,-,67.0,,30.41,28.9,,6:51 PM,10.0,West,4.6,280.0
2013-01-07 01:51:00,Clear,19.0,,-,72.0,,30.41,27.0,,7:51 PM,10.0,Calm,Calm,0.0
2013-01-07 02:51:00,Clear,19.0,,-,67.0,,30.41,28.9,,8:51 PM,10.0,Calm,Calm,0.0
2013-01-07 03:51:00,Clear,19.0,,-,72.0,,30.41,27.0,,9:51 PM,10.0,Calm,Calm,0.0
2013-01-07 04:51:00,Clear,19.0,,-,75.0,,30.42,26.1,,10:51 PM,10.0,SW,3.5,220.0
2013-01-07 05:51:00,Clear,18.0,,-,75.0,,30.43,25.0,,11:51 PM,10.0,Calm,Calm,0.0
2013-01-07 06:51:00,Clear,18.0,,-,75.0,,30.43,25.0,,12:51 AM,8.0,Calm,Calm,0.0
2013-01-07 07:51:00,Clear,18.0,,-,77.0,,30.43,24.1,,1:51 AM,9.0,Calm,Calm,0.0
2013-01-07 08:51:00,Clear,18.0,,-,75.0,,30.44,25.0,,2:51 AM,9.0,Calm,Calm,0.0
2013-01-07 09:51:00,Clear,19.0,,-,69.0,,30.43,28.0,,3:51 AM,9.0,South,6.9,180.0
2013-01-07 10:51:00,Clear,17.1,,-,75.0,,30.42,24.1,,4:51 AM,9.0,Calm,Calm,0.0
2013-01-07 11:51:00,Clear,19.0,,-,72.0,,30.41,27.0,,5:51 AM,8.0,SSE,6.9,160.0
2013-01-07 12:51:00,Clear,19.0,,-,69.0,,30.41,28.0,,6:51 AM,9.0,SSE,5.8,150.0
2013-01-07 13:51:00,Clear,19.9,,-,69.0,,30.42,28.9,,7:51 AM,8.0,South,5.8,170.0
2013-01-07 14:51:00,Clear,21.0,,-,67.0,,30.43,30.9,,8:51 AM,7.0,South,10.4,180.0
2013-01-07 15:51:00,Partly Cloudy,23.0,,19.6,61.0,,30.42,35.1,,9:51 AM,7.0,SSE,13.8,160.0
2013-01-07 16:51:00,Partly Cloudy,21.9,,-,53.0,,30.4,37.9,,10:51 AM,9.0,South,13.8,170.0
2013-01-07 17:51:00,Partly Cloudy,23.0,,-,49.0,,30.35,41.0,,11:51 AM,9.0,South,10.4,180.0
2013-01-07 18:51:00,Partly Cloudy,24.1,,-,49.0,,30.3,42.1,,12:51 PM,9.0,SSE,12.7,150.0
2013-01-07 19:51:00,Scattered Clouds,25.0,,-,46.0,,30.27,45.0,,1:51 PM,10.0,South,8.1,170.0
2013-01-07 20:51:00,Scattered Clouds,24.1,,-,44.0,,30.27,45.0,,2:51 PM,10.0,SSE,10.4,160.0
2013-01-07 21:51:00,Mostly Cloudy,26.1,,-,49.0,,30.26,44.1,,3:51 PM,10.0,SE,6.9,140.0
2013-01-07 22:51:00,Mostly Cloudy,27.0,,-,62.0,,30.25,39.0,,4:51 PM,9.0,SE,10.4,130.0
2013-01-07 23:51:00,Mostly Cloudy,27.0,,-,62.0,,30.24,39.0,,5:51 PM,8.0,SE,9.2,140.0
2013-01-08 00:51:00,Scattered Clouds,26.1,,-,62.0,,30.22,37.9,,6:51 PM,9.0,SSE,9.2,150.0
2013-01-08 01:51:00,Scattered Clouds,25.0,,-,57.0,,30.21,39.0,,7:51 PM,9.0,South,9.2,170.0
2013-01-08 02:51:00,Scattered Clouds,24.1,,-,57.0,,30.21,37.9,,8:51 PM,10.0,South,8.1,180.0
2013-01-08 03:51:00,Scattered Clouds,24.1,,-,62.0,,30.22,36.0,,9:51 PM,10.0,South,3.5,190.0
2013-01-08 04:51:00,Mostly Cloudy,23.0,,-,59.0,,30.19,36.0,,10:51 PM,9.0,South,6.9,190.0
2013-01-08 05:51:00,Mostly Cloudy,23.0,,-,61.0,,30.18,35.1,,11:51 PM,10.0,SSW,9.2,210.0
2013-01-08 06:51:00,Overcast,21.2,,-,60.0,,30.15,33.8,,12:51 AM,10.0,SSE,3.5,150.0
2013-01-08 07:51:00,Overcast,23.0,,-,64.0,,30.18,34.0,,1:51 AM,10.0,SSE,3.5,160.0
2013-01-08 08:51:00,Mostly Cloudy,21.9,,-,69.0,,30.19,30.9,,2:51 AM,10.0,Calm,Calm,0.0
2013-01-08 09:51:00,Scattered Clouds,21.9,,-,69.0,,30.19,30.9,,3:51 AM,10.0,Calm,Calm,0.0
2013-01-08 10:51:00,Scattered Clouds,21.0,,-,72.0,,30.2,28.9,,4:51 AM,9.0,Calm,Calm,0.0
2013-01-08 11:51:00,Mostly Cloudy,21.9,,-,75.0,,30.21,28.9,,5:51 AM,9.0,Calm,Calm,0.0
2013-01-08 12:51:00,Mostly Cloudy,24.1,,-,76.0,,30.21,30.9,,6:51 AM,9.0,ESE,3.5,120.0
2013-01-08 13:51:00,Mostly Cloudy,24.1,,-,70.0,,30.22,33.1,,7:51 AM,8.0,SSE,3.5,160.0
2013-01-08 14:51:00,Mostly Cloudy,25.0,,-,62.0,,30.24,37.0,,8:51 AM,8.0,South,5.8,170.0
2013-01-08 15:51:00,Mostly Cloudy,24.8,,-,49.0,,30.2,42.8,,9:51 AM,9.0,Variable,5.8,0.0
2013-01-08 16:51:00,Scattered Clouds,25.0,,-,42.0,,30.2,46.9,,10:51 AM,10.0,SSE,6.9,160.0
2013-01-08 17:51:00,Scattered Clouds,23.0,,-,35.0,,30.17,50.0,,11:51 AM,10.0,South,6.9,170.0
2013-01-08 18:51:00,Scattered Clouds,24.1,,-,34.0,,30.15,52.0,,12:51 PM,10.0,SSE,6.9,160.0
2013-01-08 19:51:00,Scattered Clouds,23.0,,-,30.0,,30.13,54.0,,1:51 PM,10.0,SSE,8.1,150.0
2013-01-08 20:51:00,Scattered Clouds,25.0,,-,33.0,,30.12,54.0,,2:51 PM,10.0,SE,8.1,140.0
2013-01-08 21:51:00,Scattered Clouds,28.0,,-,40.0,,30.12,52.0,,3:51 PM,10.0,SE,16.1,140.0
2013-01-08 22:51:00,Scattered Clouds,30.0,,-,50.0,,30.13,48.0,,4:51 PM,10.0,SE,11.5,130.0
2013-01-08 23:51:00,Mostly Cloudy,28.9,,-,46.0,,30.13,48.9,,5:51 PM,10.0,SE,12.7,140.0
2013-01-09 00:51:00,Mostly Cloudy,28.0,,-,44.0,,30.14,48.9,,6:51 PM,10.0,SSE,10.4,160.0
2013-01-09 01:51:00,Mostly Cloudy,28.9,,-,48.0,,30.15,48.0,,7:51 PM,10.0,South,10.4,170.0
2013-01-09 02:51:00,Mostly Cloudy,30.0,,-,48.0,,30.15,48.9,,8:51 PM,10.0,South,6.9,170.0
2013-01-09 03:51:00,Mostly Cloudy,30.9,,-,54.0,,30.16,46.9,,9:51 PM,10.0,South,6.9,180.0
2013-01-09 04:51:00,Mostly Cloudy,33.1,,-,52.0,,30.15,50.0,,10:51 PM,10.0,SSW,8.1,210.0
2013-01-09 05:51:00,Overcast,34.0,,-,54.0,,30.18,50.0,,11:51 PM,10.0,SW,8.1,220.0
2013-01-09 06:51:00,Light Rain,36.0,Rain,-,59.0,0.0,30.2,50.0,,12:51 AM,10.0,SW,9.2,230.0
2013-01-09 07:51:00,Overcast,37.9,,-,66.0,0.0,30.22,48.9,,1:51 AM,10.0,SW,8.1,220.0
2013-01-09 08:51:00,Light Rain,42.1,Rain,-,74.0,0.0,30.24,50.0,,2:51 AM,10.0,WSW,11.5,240.0
2013-01-09 09:51:00,Overcast,42.1,,-,71.0,0.0,30.25,51.1,,3:51 AM,10.0,West,12.7,260.0
2013-01-09 10:51:00,Mostly Cloudy,41.0,,-,77.0,,30.28,48.0,,4:51 AM,10.0,West,6.9,280.0
2013-01-09 11:51:00,Scattered Clouds,39.9,,-,82.0,,30.3,45.0,,5:51 AM,10.0,West,5.8,280.0
2013-01-09 12:51:00,Mostly Cloudy,37.9,,-,82.0,,30.34,43.0,,6:51 AM,10.0,WNW,4.6,300.0
2013-01-09 13:51:00,Mostly Cloudy,36.0,,-,82.0,,30.37,41.0,,7:51 AM,10.0,West,4.6,280.0
2013-01-09 14:51:00,Mostly Cloudy,37.9,,-,68.0,,30.38,48.0,,8:51 AM,10.0,WNW,6.9,290.0
2013-01-09 15:51:00,Mostly Cloudy,36.0,,-,56.0,,30.41,51.1,,9:51 AM,10.0,West,5.8,280.0
2013-01-09 16:51:00,Mostly Cloudy,34.0,,-,47.0,,30.42,54.0,,10:51 AM,10.0,NNW,4.6,330.0
2013-01-09 17:51:00,Mostly Cloudy,33.8,,-,44.0,,30.4,55.4,,11:51 AM,10.0,NNW,9.2,340.0
2013-01-09 18:51:00,Mostly Cloudy,34.0,,-,44.0,,30.4,55.9,,12:51 PM,10.0,NW,5.8,320.0
2013-01-09 19:51:00,Mostly Cloudy,33.1,,-,39.0,,30.4,57.9,,1:51 PM,10.0,NW,5.8,310.0
2013-01-09 20:51:00,Mostly Cloudy,30.9,,-,39.0,,30.41,55.9,,2:51 PM,10.0,NNW,12.7,330.0
2013-01-09 21:51:00,Mostly Cloudy,30.0,,-,40.0,,30.43,54.0,,3:51 PM,10.0,NNW,6.9,330.0
2013-01-09 22:51:00,Overcast,28.9,,-,44.0,,30.43,50.0,,4:51 PM,10.0,North,3.5,350.0
2013-01-09 23:51:00,Overcast,30.0,,-,52.0,,30.46,46.9,,5:51 PM,10.0,Calm,Calm,0.0
2013-01-10 00:51:00,Overcast,30.9,,-,52.0,,30.48,48.0,,6:51 PM,10.0,NE,5.8,40.0
2013-01-10 01:51:00,Overcast,30.9,,-,52.0,,30.48,48.0,,7:51 PM,10.0,NE,9.2,40.0
2013-01-10 02:51:00,Overcast,30.0,,-,56.0,,30.48,45.0,,8:51 PM,10.0,ENE,6.9,60.0
2013-01-10 03:51:00,Overcast,30.0,,-,68.0,,30.49,39.9,,9:51 PM,10.0,East,5.8,100.0
2013-01-10 04:51:00,Overcast,32.0,,-,63.0,,30.48,44.1,,10:51 PM,10.0,East,8.1,90.0
2013-01-10 05:51:00,Overcast,30.9,,-,65.0,,30.47,42.1,,11:51 PM,10.0,SE,6.9,130.0
2013-01-10 06:51:00,Overcast,30.9,,-,67.0,,30.46,41.0,,12:51 AM,10.0,East,6.9,100.0
2013-01-10 07:51:00,Overcast,30.0,,-,58.0,,30.43,44.1,,1:51 AM,10.0,East,9.2,100.0
2013-01-10 08:51:00,Overcast,28.9,,-,53.0,,30.42,45.0,,2:51 AM,10.0,East,10.4,100.0
2013-01-10 09:51:00,Overcast,28.9,,-,53.0,,30.39,45.0,,3:51 AM,10.0,East,10.4,90.0
2013-01-10 10:51:00,Overcast,28.9,,-,51.0,,30.35,46.0,,4:51 AM,10.0,East,10.4,80.0
2013-01-10 11:51:00,Light Rain,30.2,Rain,-,57.0,,30.33,44.6,,5:51 AM,10.0,East,9.2,100.0
2013-01-10 12:51:00,Light Rain,30.9,Rain,-,58.0,0.0,30.31,45.0,,6:51 AM,10.0,East,16.1,100.0
2013-01-10 13:51:00,Light Rain,34.0,Rain,-,71.0,0.0,30.3,43.0,,7:51 AM,7.0,East,12.7,100.0
2013-01-10 14:38:00,Light Rain,35.6,Rain,-,76.0,0.02,30.27,42.8,,8:38 AM,5.0,East,13.8,100.0
2013-01-10 14:51:00,Light Rain,36.0,Rain,-,76.0,0.03,30.28,43.0,,8:51 AM,5.0,East,12.7,100.0
2013-01-10 15:24:00,Light Rain,35.6,Rain,-,71.0,0.01,30.25,44.6,,9:24 AM,4.0,ESE,15.0,110.0
2013-01-10 15:47:00,Light Rain,37.4,Rain,-,76.0,,30.24,44.6,,9:47 AM,2.0,ESE,13.8,110.0
2013-01-10 15:51:00,Light Rain,37.9,Rain,-,79.0,0.03,30.26,44.1,,9:51 AM,2.0,ESE,16.1,110.0
2013-01-10 15:55:00,Light Rain,37.4,Rain,-,81.0,0.0,30.23,42.8,,9:55 AM,2.0,ESE,15.0,110.0
2013-01-10 16:14:00,Rain,39.2,Rain,-,87.0,0.04,30.22,42.8,,10:14 AM,1.5,ESE,16.1,110.0
2013-01-10 16:29:00,Light Rain,39.2,Rain,-,87.0,0.06,30.22,42.8,,10:29 AM,3.0,ESE,12.7,120.0
2013-01-10 16:51:00,Light Rain,39.9,Rain,-,89.0,0.06,30.22,43.0,,10:51 AM,3.0,ESE,12.7,110.0
2013-01-10 16:54:00,Light Rain,39.2,Rain,-,87.0,0.0,30.2,42.8,,10:54 AM,3.0,ESE,13.8,110.0
2013-01-10 17:20:00,Light Rain,39.2,Rain,-,81.0,,30.17,44.6,,11:20 AM,2.5,ESE,13.8,110.0
2013-01-10 17:51:00,Light Rain,41.0,Rain,-,89.0,0.0,30.15,44.1,,11:51 AM,1.5,ESE,16.1,110.0
2013-01-10 18:16:00,Light Rain,42.8,Rain,-,93.0,0.0,30.1,44.6,,12:16 PM,0.8,ESE,13.8,110.0
2013-01-10 18:51:00,Light Rain,43.0,Rain,-,89.0,0.0,30.12,46.0,,12:51 PM,0.8,SE,11.5,130.0
2013-01-10 19:51:00,Light Rain,45.0,Rain,-,93.0,0.0,30.06,46.9,,1:51 PM,0.8,ESE,15.0,120.0
2013-01-10 20:43:00,Light Drizzle,44.6,Fog,-,87.0,0.0,30.02,48.2,,2:43 PM,0.5,ESE,11.5,110.0
2013-01-10 21:51:00,Light Rain,46.0,Fog-Rain,-,93.0,0.0,29.99,48.0,,3:51 PM,0.5,East,8.1,90.0
2013-01-10 22:24:00,Light Rain,46.4,Rain,-,93.0,0.0,29.96,48.2,,4:24 PM,0.8,ENE,6.9,70.0
2013-01-10 22:51:00,Light Rain,46.9,Rain,-,93.0,0.0,29.97,48.9,,4:51 PM,0.8,ESE,6.9,110.0
2013-01-10 23:00:00,Light Rain,46.4,Rain,-,93.0,0.01,29.95,48.2,,5:00 PM,1.0,East,8.1,100.0
2013-01-10 23:20:00,Light Rain,48.2,Rain,-,94.0,0.02,29.95,50.0,,5:20 PM,2.0,East,9.2,100.0
2013-01-10 23:51:00,Light Rain,48.0,Rain,-,93.0,0.02,29.95,50.0,,5:51 PM,2.0,East,10.4,100.0
2013-01-11 00:51:00,Light Rain,48.0,Rain,-,93.0,0.01,29.94,50.0,,6:51 PM,2.5,ESE,9.2,110.0
2013-01-11 01:09:00,Overcast,48.2,,-,88.0,0.0,29.93,51.8,,7:09 PM,4.0,ESE,10.4,120.0
2013-01-11 01:26:00,Light Rain,48.2,Rain,-,88.0,0.0,29.92,51.8,,7:26 PM,2.5,ESE,11.5,120.0
2013-01-11 01:51:00,Light Rain,48.9,Rain,-,92.0,0.01,29.9,51.1,,7:51 PM,2.5,ESE,10.4,120.0
2013-01-11 02:09:00,Light Rain,48.2,Rain,-,88.0,0.01,29.89,51.8,,8:09 PM,1.2,ESE,10.4,110.0
2013-01-11 02:24:00,Light Rain,50.0,Rain,-,94.0,0.02,29.88,51.8,,8:24 PM,2.5,ESE,8.1,110.0
2013-01-11 02:49:00,Light Rain,50.0,Rain,-,94.0,0.06,29.85,51.8,,8:49 PM,0.8,ESE,6.9,110.0
2013-01-11 02:51:00,Light Rain,50.0,Rain,-,93.0,0.06,29.86,52.0,,8:51 PM,0.8,ESE,8.1,110.0
2013-01-11 03:03:00,Light Rain,50.0,Rain,-,94.0,0.0,29.84,51.8,,9:03 PM,0.8,ESE,8.1,110.0
2013-01-11 03:18:00,Light Rain,51.8,Fog-Rain,-,100.0,0.01,29.83,51.8,,9:18 PM,0.2,ESE,6.9,120.0
2013-01-11 03:31:00,Light Rain,51.8,Rain,-,94.0,0.05,29.82,53.6,,9:31 PM,0.8,ESE,9.2,120.0
2013-01-11 03:43:00,Heavy Rain,51.8,Rain,-,94.0,0.11,29.81,53.6,,9:43 PM,1.0,ESE,9.2,110.0
2013-01-11 03:51:00,Light Rain,51.1,Rain,-,93.0,0.17,29.82,53.1,,9:51 PM,3.0,SE,6.9,130.0
2013-01-11 04:34:00,Heavy Rain,51.8,Rain,-,94.0,0.04,29.79,53.6,,10:34 PM,1.2,ESE,9.2,120.0
2013-01-11 04:51:00,Rain,55.0,Rain,-,90.0,0.14,29.8,57.9,,10:51 PM,2.0,SSE,10.4,150.0
2013-01-11 04:56:00,Light Rain,55.4,Rain,-,94.0,,29.8,57.2,,10:56 PM,3.0,SSE,9.2,160.0
2013-01-11 05:25:00,Light Rain,55.4,Rain,-,94.0,0.09,29.79,57.2,,11:25 PM,10.0,SSE,8.1,160.0
2013-01-11 05:51:00,Mostly Cloudy,55.0,,-,87.0,0.09,29.79,59.0,,11:51 PM,10.0,SW,12.7,220.0
2013-01-11 06:51:00,Scattered Clouds,52.0,,-,89.0,,29.78,55.0,,12:51 AM,10.0,WSW,8.1,240.0
2013-01-11 07:51:00,Mostly Cloudy,50.0,,-,86.0,,29.81,54.0,,1:51 AM,10.0,SW,10.4,230.0
2013-01-11 08:51:00,Mostly Cloudy,48.9,,-,83.0,,29.83,54.0,,2:51 AM,10.0,SW,9.2,230.0
2013-01-11 09:51:00,Scattered Clouds,48.0,,-,80.0,,29.82,54.0,,3:51 AM,10.0,WSW,10.4,240.0
2013-01-11 10:51:00,Scattered Clouds,46.9,,-,86.0,,29.83,51.1,,4:51 AM,10.0,SSW,10.4,210.0
2013-01-11 11:51:00,Mostly Cloudy,46.0,,-,83.0,,29.84,51.1,,5:51 AM,10.0,SW,10.4,220.0
2013-01-11 12:27:00,Scattered Clouds,46.4,,-,82.0,,29.84,51.8,,6:27 AM,10.0,SW,10.4,220.0
2013-01-11 12:51:00,Mostly Cloudy,45.0,,-,80.0,,29.86,51.1,,6:51 AM,10.0,SW,10.4,220.0
2013-01-11 13:51:00,Mostly Cloudy,45.0,,-,80.0,,29.87,51.1,,7:51 AM,10.0,SSW,8.1,210.0
2013-01-11 14:27:00,Mostly Cloudy,46.4,,-,82.0,,29.88,51.8,,8:27 AM,10.0,South,9.2,190.0
2013-01-11 14:40:00,Mostly Cloudy,46.4,,-,77.0,,29.88,53.6,,8:40 AM,10.0,SSW,10.4,200.0
2013-01-11 15:51:00,Mostly Cloudy,46.0,,-,75.0,,29.88,54.0,,9:51 AM,10.0,SSW,11.5,210.0
2013-01-11 16:51:00,Mostly Cloudy,45.0,,20.7,69.0,,29.86,55.0,,10:51 AM,10.0,SSW,11.5,200.0
2013-01-11 17:51:00,Mostly Cloudy,46.0,,-,65.0,,29.83,57.9,,11:51 AM,10.0,South,11.5,170.0
2013-01-11 18:51:00,Mostly Cloudy,46.0,,20.7,56.0,,29.81,62.1,,12:51 PM,10.0,South,16.1,180.0
2013-01-11 19:51:00,Mostly Cloudy,46.0,,23.0,56.0,,29.79,62.1,,1:51 PM,10.0,South,15.0,180.0
2013-01-11 20:51:00,Mostly Cloudy,46.0,,21.9,52.0,,29.79,64.0,,2:51 PM,10.0,South,15.0,170.0
2013-01-11 21:51:00,Mostly Cloudy,45.0,,23.0,52.0,,29.78,63.0,,3:51 PM,10.0,SSE,16.1,150.0
2013-01-11 22:51:00,Mostly Cloudy,46.0,,-,58.0,,29.78,61.0,,4:51 PM,10.0,SSE,15.0,160.0
2013-01-11 23:51:00,Mostly Cloudy,46.0,,24.2,60.0,,29.79,60.1,,5:51 PM,10.0,South,15.0,170.0
2013-01-12 00:51:00,Mostly Cloudy,46.0,,25.3,65.0,,29.8,57.9,,6:51 PM,10.0,South,16.1,180.0
2013-01-12 01:51:00,Mostly Cloudy,46.0,,26.5,67.0,,29.8,57.0,,7:51 PM,10.0,South,19.6,170.0
2013-01-12 02:51:00,Mostly Cloudy,46.0,,21.9,67.0,,29.81,57.0,,8:51 PM,10.0,South,12.7,180.0
2013-01-12 03:51:00,Mostly Cloudy,46.0,,-,67.0,,29.81,57.0,,9:51 PM,10.0,SSW,15.0,200.0
2013-01-12 04:51:00,Mostly Cloudy,46.0,,-,69.0,,29.82,55.9,,10:51 PM,10.0,South,10.4,190.0
2013-01-12 05:51:00,Mostly Cloudy,46.0,,21.9,67.0,,29.81,57.0,,11:51 PM,10.0,SSW,16.1,200.0
2013-01-12 06:51:00,Mostly Cloudy,46.0,,-,65.0,,29.8,57.9,,12:51 AM,10.0,South,12.7,190.0
2013-01-12 07:51:00,Mostly Cloudy,46.9,,-,67.0,,29.83,57.9,,1:51 AM,10.0,SSW,15.0,200.0
2013-01-12 08:51:00,Mostly Cloudy,48.2,,-,72.0,,29.85,57.2,,2:51 AM,10.0,South,13.8,190.0
2013-01-12 09:51:00,Mostly Cloudy,48.0,,-,72.0,,29.84,57.0,,3:51 AM,10.0,SSW,10.4,200.0
2013-01-12 10:51:00,Scattered Clouds,48.0,,-,75.0,,29.85,55.9,,4:51 AM,10.0,South,6.9,190.0
2013-01-12 11:51:00,Scattered Clouds,46.4,,-,72.0,,29.87,55.4,,5:51 AM,10.0,SSW,6.9,200.0
2013-01-12 12:51:00,Mostly Cloudy,46.0,,-,80.0,,29.9,52.0,,6:51 AM,10.0,SW,6.9,220.0
2013-01-12 13:51:00,Mostly Cloudy,46.9,,-,77.0,,29.92,54.0,,7:51 AM,10.0,SW,4.6,230.0
2013-01-12 14:51:00,Mostly Cloudy,46.9,,-,80.0,,29.93,53.1,,8:51 AM,10.0,Calm,Calm,0.0
2013-01-12 15:51:00,Mostly Cloudy,39.9,,-,57.0,,29.96,55.0,,9:51 AM,10.0,NNW,12.7,330.0
2013-01-12 16:51:00,Mostly Cloudy,37.0,,-,51.0,,29.96,55.0,,10:51 AM,9.0,NW,10.4,310.0
2013-01-12 17:51:00,Overcast,36.0,,-,49.0,,29.94,55.0,,11:51 AM,9.0,NW,11.5,310.0
2013-01-12 18:51:00,Overcast,36.0,,-,54.0,,29.93,52.0,,12:51 PM,10.0,NW,13.8,320.0
2013-01-12 19:51:00,Overcast,37.0,,-,64.0,,29.94,48.9,,1:51 PM,10.0,NW,10.4,320.0
2013-01-12 20:51:00,Overcast,28.0,,-,48.0,,29.91,46.9,,2:51 PM,10.0,North,15.0,350.0
2013-01-12 21:35:00,Light Rain,30.2,Rain,-,57.0,0.0,29.92,44.6,,3:35 PM,10.0,North,12.7,360.0
2013-01-12 21:51:00,Light Rain,30.9,Rain,-,60.0,0.0,29.91,44.1,,3:51 PM,10.0,North,13.8,360.0
2013-01-12 22:51:00,Light Rain,33.1,Rain,-,70.0,0.03,29.89,42.1,,4:51 PM,10.0,North,10.4,360.0
2013-01-12 23:51:00,Light Rain,33.1,Rain,-,73.0,0.05,29.86,41.0,,5:51 PM,10.0,North,9.2,10.0
2013-01-13 00:51:00,Light Rain,34.0,Rain,-,82.0,0.12,29.89,39.0,,6:51 PM,9.0,NW,12.7,310.0
2013-01-13 01:10:00,Light Rain,33.8,Rain,-,87.0,0.02,29.89,37.4,,7:10 PM,6.0,NW,13.8,320.0
2013-01-13 01:51:00,Light Rain,30.9,Rain,26.5,85.0,0.14,29.91,35.1,,7:51 PM,5.0,NNW,18.4,330.0
2013-01-13 02:17:00,Light Rain,30.2,Rain,25.3,87.0,0.09,29.9,33.8,,8:17 PM,4.0,North,13.8,350.0
2013-01-13 02:51:00,Light Rain,28.9,Rain,29.9,85.0,0.22,29.91,33.1,,8:51 PM,4.0,NNW,17.3,340.0
2013-01-13 03:25:00,Light Rain,28.4,Rain,25.3,81.0,0.06,29.87,33.8,,9:25 PM,4.0,North,20.7,350.0
2013-01-13 03:51:00,Light Rain,28.9,Rain,20.7,85.0,0.06,29.93,33.1,,9:51 PM,9.0,NNW,10.4,330.0
2013-01-13 04:28:00,Light Rain,28.4,Rain,-,81.0,0.0,29.92,33.8,,10:28 PM,6.0,NW,15.0,320.0
2013-01-13 04:37:00,Light Rain,28.4,Rain,23.0,87.0,0.01,29.94,32.0,,10:37 PM,4.0,NW,15.0,320.0
2013-01-13 04:45:00,Light Rain,28.4,Rain,24.2,87.0,0.01,29.94,32.0,,10:45 PM,3.0,NW,17.3,320.0
2013-01-13 04:51:00,Light Rain,28.9,Rain,-,88.0,0.02,29.96,32.0,,10:51 PM,2.0,NNW,17.3,330.0
2013-01-13 05:07:00,Light Rain,28.4,Rain,-,87.0,0.01,29.94,32.0,,11:07 PM,3.0,NNW,15.0,330.0
2013-01-13 05:30:00,Overcast,28.4,,-,87.0,0.01,29.95,32.0,,11:30 PM,6.0,NNW,15.0,330.0
2013-01-13 05:51:00,Overcast,28.0,,-,85.0,0.01,29.95,32.0,,11:51 PM,10.0,NNW,13.8,340.0
2013-01-13 06:06:00,Light Freezing Drizzle,28.4,,-,87.0,0.0,29.93,32.0,,12:06 AM,7.0,NNW,10.4,340.0
2013-01-13 06:42:00,Overcast,28.4,,-,87.0,0.0,29.92,32.0,,12:42 AM,10.0,NNW,6.9,340.0
2013-01-13 06:51:00,Overcast,28.9,,-,88.0,0.0,29.96,32.0,,12:51 AM,10.0,NW,9.2,320.0
2013-01-13 07:10:00,Overcast,28.4,,-,87.0,,29.94,32.0,,1:10 AM,10.0,NNW,12.7,330.0
2013-01-13 07:39:00,Overcast,28.4,,-,87.0,,29.93,32.0,,1:39 AM,10.0,NNW,13.8,340.0
2013-01-13 07:51:00,Overcast,28.0,,-,85.0,,29.95,32.0,,1:51 AM,10.0,NNW,10.4,330.0
2013-01-13 08:51:00,Overcast,27.0,,-,85.0,,29.99,30.9,,2:51 AM,10.0,NNW,11.5,330.0
2013-01-13 09:51:00,Overcast,26.6,,-,86.0,,30.02,30.2,,3:51 AM,10.0,NW,11.5,320.0
2013-01-13 10:29:00,Overcast,24.8,,-,86.0,,29.99,28.4,,4:29 AM,10.0,NNW,17.3,330.0
2013-01-13 10:51:00,Overcast,23.0,,-,78.0,,30.01,28.9,,4:51 AM,10.0,NNW,16.1,330.0
2013-01-13 11:51:00,Overcast,21.9,,-,78.0,,30.08,28.0,,5:51 AM,10.0,NW,10.4,320.0
2013-01-13 12:51:00,Overcast,21.0,,-,78.0,,30.07,27.0,,6:51 AM,10.0,NNW,11.5,330.0
2013-01-13 13:51:00,Overcast,21.0,,-,78.0,,30.14,27.0,,7:51 AM,10.0,WNW,10.4,290.0
2013-01-13 14:29:00,Overcast,19.4,,-,74.0,,30.09,26.6,,8:29 AM,10.0,NW,13.8,320.0
2013-01-13 14:51:00,Overcast,19.0,,-,75.0,,30.11,26.1,,8:51 AM,10.0,NW,12.7,320.0
2013-01-13 15:51:00,Overcast,19.0,,-,75.0,,30.11,26.1,,9:51 AM,10.0,NW,12.7,310.0
2013-01-13 16:45:00,Light Freezing Rain,19.4,Rain,-,80.0,0.0,30.12,24.8,,10:45 AM,9.0,NW,10.4,310.0
2013-01-13 16:51:00,Light Freezing Rain,19.0,Rain,-,75.0,0.0,30.17,26.1,,10:51 AM,9.0,WNW,8.1,300.0
2013-01-13 17:03:00,Overcast,17.6,,-,74.0,,30.15,24.8,,11:03 AM,10.0,WNW,11.5,300.0
2013-01-13 17:51:00,Light Snow,18.0,Snow,21.9,75.0,0.0,30.12,25.0,,11:51 AM,9.0,NW,15.0,310.0
2013-01-13 18:51:00,Overcast,17.1,,23.0,72.0,0.0,30.13,25.0,,12:51 PM,10.0,WNW,12.7,300.0
2013-01-13 19:10:00,Overcast,15.8,,24.2,69.0,,30.09,24.8,,1:10 PM,10.0,WNW,16.1,300.0
2013-01-13 19:40:00,Overcast,15.8,,27.6,69.0,,30.09,24.8,,1:40 PM,10.0,WNW,17.3,300.0
2013-01-13 19:51:00,Overcast,17.1,,23.0,75.0,,30.14,24.1,,1:51 PM,10.0,WNW,13.8,300.0
2013-01-13 20:51:00,Mostly Cloudy,16.0,,-,69.0,,30.19,25.0,,2:51 PM,10.0,WNW,12.7,300.0
2013-01-13 21:13:00,Mostly Cloudy,15.8,,23.0,69.0,,30.18,24.8,,3:13 PM,10.0,WNW,10.4,300.0
2013-01-13 21:42:00,Mostly Cloudy,15.8,,-,69.0,,30.2,24.8,,3:42 PM,10.0,WNW,15.0,290.0
2013-01-13 21:51:00,Mostly Cloudy,16.0,,19.6,69.0,,30.25,25.0,,3:51 PM,10.0,WNW,12.7,290.0
2013-01-13 22:51:00,Scattered Clouds,15.8,,-,69.0,,30.23,24.8,,4:51 PM,10.0,NW,10.4,310.0
2013-01-13 23:51:00,Scattered Clouds,14.0,,-,65.0,,30.3,24.1,,5:51 PM,10.0,NW,10.4,310.0
2013-01-14 00:51:00,Partly Cloudy,14.0,,-,68.0,,30.31,23.0,,6:51 PM,10.0,NW,5.8,310.0
2013-01-14 01:51:00,Partly Cloudy,12.9,,-,65.0,,30.32,23.0,,7:51 PM,10.0,NW,10.4,320.0
2013-01-14 02:51:00,Partly Cloudy,12.9,,-,71.0,,30.34,21.0,,8:51 PM,10.0,WNW,4.6,300.0
2013-01-14 03:51:00,Clear,12.9,,-,71.0,,30.35,21.0,,9:51 PM,10.0,WNW,3.5,290.0
2013-01-14 04:51:00,Clear,12.9,,-,71.0,,30.38,21.0,,10:51 PM,10.0,West,4.6,280.0
2013-01-14 05:51:00,Clear,12.2,,-,74.0,,30.37,19.4,,11:51 PM,10.0,West,4.6,260.0
2013-01-14 06:51:00,Clear,12.0,,-,71.0,,30.42,19.9,,12:51 AM,10.0,WNW,3.5,290.0
2013-01-14 07:51:00,Clear,12.0,,-,74.0,,30.45,19.0,,1:51 AM,10.0,NW,5.8,310.0
2013-01-14 08:51:00,Clear,12.0,,-,74.0,,30.48,19.0,,2:51 AM,10.0,WNW,4.6,300.0
2013-01-14 09:51:00,Clear,12.0,,-,78.0,,30.46,18.0,,3:51 AM,10.0,NNW,4.6,330.0
2013-01-14 10:51:00,Clear,12.0,,-,78.0,,30.46,18.0,,4:51 AM,10.0,NW,4.6,320.0
2013-01-14 11:51:00,Clear,12.0,,-,78.0,,30.47,18.0,,5:51 AM,10.0,NNW,6.9,330.0
2013-01-14 12:51:00,Clear,10.9,,-,74.0,,30.46,18.0,,6:51 AM,10.0,North,6.9,360.0
2013-01-14 13:51:00,Scattered Clouds,10.0,,-,68.0,,30.47,19.0,,7:51 AM,10.0,North,6.9,350.0
2013-01-14 14:51:00,Scattered Clouds,10.9,,-,65.0,,30.52,21.0,,8:51 AM,10.0,NNW,5.8,340.0
2013-01-14 15:51:00,Mostly Cloudy,10.0,,-,60.0,,30.54,21.9,,9:51 AM,10.0,NNE,6.9,20.0
2013-01-14 16:51:00,Overcast,10.9,,-,60.0,,30.52,23.0,,10:51 AM,10.0,North,8.1,10.0
2013-01-14 17:51:00,Mostly Cloudy,10.9,,-,60.0,,30.51,23.0,,11:51 AM,10.0,Variable,4.6,0.0
2013-01-14 18:51:00,Mostly Cloudy,12.0,,-,58.0,,30.53,25.0,,12:51 PM,10.0,NW,4.6,310.0
2013-01-14 19:51:00,Mostly Cloudy,12.0,,-,58.0,,30.51,25.0,,1:51 PM,10.0,Calm,Calm,0.0
2013-01-14 20:51:00,Scattered Clouds,12.9,,-,58.0,,30.5,26.1,,2:51 PM,10.0,Variable,4.6,0.0
2013-01-14 21:51:00,Scattered Clouds,12.9,,-,58.0,,30.49,26.1,,3:51 PM,10.0,NNE,4.6,30.0
2013-01-14 22:51:00,Partly Cloudy,15.1,,-,69.0,,30.49,24.1,,4:51 PM,10.0,North,5.8,350.0
2013-01-14 23:51:00,Clear,15.1,,-,72.0,,30.48,23.0,,5:51 PM,10.0,North,5.8,360.0
2013-01-15 00:51:00,Clear,15.1,,-,72.0,,30.48,23.0,,6:51 PM,10.0,North,5.8,10.0
2013-01-15 01:51:00,Clear,15.1,,-,72.0,,30.46,23.0,,7:51 PM,10.0,NNE,4.6,30.0
2013-01-15 02:51:00,Partly Cloudy,15.1,,-,75.0,,30.47,21.9,,8:51 PM,10.0,North,3.5,10.0
2013-01-15 03:51:00,Partly Cloudy,15.1,,-,75.0,,30.46,21.9,,9:51 PM,10.0,NNE,4.6,30.0
2013-01-15 04:51:00,Clear,15.1,,-,78.0,,30.46,21.0,,10:51 PM,10.0,North,4.6,10.0
2013-01-15 05:51:00,Partly Cloudy,15.1,,-,78.0,,30.48,21.0,,11:51 PM,10.0,NNE,3.5,20.0
2013-01-15 06:51:00,Clear,15.1,,-,81.0,,30.47,19.9,,12:51 AM,10.0,NE,3.5,40.0
2013-01-15 07:51:00,Clear,15.1,,-,81.0,,30.45,19.9,,1:51 AM,10.0,NNE,5.8,20.0
2013-01-15 08:51:00,Clear,14.0,,-,80.0,,30.4,19.4,,2:51 AM,10.0,NE,5.8,40.0
2013-01-15 09:51:00,Partly Cloudy,12.9,,-,81.0,,30.44,18.0,,3:51 AM,10.0,ENE,3.5,70.0
2013-01-15 10:51:00,Partly Cloudy,12.9,,-,77.0,,30.41,19.0,,4:51 AM,10.0,NNE,4.6,20.0
2013-01-15 11:51:00,Clear,12.2,,-,79.0,,30.35,17.6,,5:51 AM,9.0,ENE,4.6,60.0
2013-01-15 12:51:00,Scattered Clouds,12.9,,-,77.0,,30.44,19.0,,6:51 AM,9.0,NNE,3.5,30.0
2013-01-15 13:51:00,Mostly Cloudy,12.9,,-,77.0,,30.45,19.0,,7:51 AM,8.0,NNE,3.5,30.0
2013-01-15 14:51:00,Mostly Cloudy,15.1,,-,75.0,,30.41,21.9,,8:51 AM,8.0,NE,9.2,40.0
2013-01-15 15:51:00,Mostly Cloudy,14.0,,-,63.0,,30.38,25.0,,9:51 AM,9.0,ENE,11.5,60.0
2013-01-15 16:51:00,Overcast,15.1,,-,58.0,,30.4,28.0,,10:51 AM,10.0,NE,4.6,50.0
2013-01-15 17:51:00,Overcast,14.0,,-,58.0,,30.38,27.0,,11:51 AM,10.0,Calm,Calm,0.0
2013-01-15 18:51:00,Overcast,15.1,,-,58.0,,30.34,28.0,,12:51 PM,10.0,NNE,5.8,30.0
2013-01-15 19:51:00,Mostly Cloudy,15.1,,-,56.0,,30.34,28.9,,1:51 PM,10.0,Calm,Calm,0.0
2013-01-15 20:51:00,Mostly Cloudy,15.8,,-,55.0,,30.27,30.2,,2:51 PM,10.0,NNW,8.1,340.0
2013-01-15 21:51:00,Mostly Cloudy,19.0,,-,67.0,,30.3,28.9,,3:51 PM,10.0,North,9.2,350.0
2013-01-15 22:51:00,Overcast,19.0,,-,67.0,,30.28,28.9,,4:51 PM,10.0,North,10.4,350.0
2013-01-15 23:51:00,Overcast,19.0,,-,67.0,,30.28,28.9,,5:51 PM,10.0,North,8.1,360.0
2013-01-16 00:51:00,Mostly Cloudy,19.0,,-,67.0,,30.27,28.9,,6:51 PM,10.0,NNE,8.1,30.0
2013-01-16 01:51:00,Mostly Cloudy,19.0,,-,69.0,,30.26,28.0,,7:51 PM,10.0,NNE,4.6,30.0
2013-01-16 02:51:00,Mostly Cloudy,19.0,,-,69.0,,30.26,28.0,,8:51 PM,10.0,NNW,3.5,330.0
2013-01-16 03:51:00,Mostly Cloudy,19.0,,-,69.0,,30.22,28.0,,9:51 PM,10.0,North,4.6,360.0
2013-01-16 04:51:00,Mostly Cloudy,19.9,,-,72.0,,30.2,28.0,,10:51 PM,10.0,Calm,Calm,0.0
2013-01-16 05:51:00,Mostly Cloudy,19.9,,-,75.0,,30.2,27.0,,11:51 PM,10.0,WNW,4.6,300.0
2013-01-16 06:51:00,Scattered Clouds,19.0,,-,78.0,,30.19,25.0,,12:51 AM,9.0,NW,6.9,310.0
2013-01-16 07:51:00,Partly Cloudy,17.1,,-,78.0,,30.19,23.0,,1:51 AM,9.0,Calm,Calm,0.0
2013-01-16 09:51:00,Clear,16.0,,-,81.0,,30.18,21.0,,3:51 AM,9.0,WNW,3.5,300.0
2013-01-16 10:51:00,Clear,16.0,,-,81.0,,30.16,21.0,,4:51 AM,8.0,West,4.6,280.0
2013-01-16 12:51:00,Partly Cloudy,16.0,,-,81.0,,30.17,21.0,,6:51 AM,8.0,WSW,4.6,250.0
2013-01-16 13:51:00,Scattered Clouds,16.0,,-,74.0,,30.18,23.0,,7:51 AM,8.0,West,4.6,260.0
2013-01-16 14:51:00,Scattered Clouds,18.0,,-,71.0,,30.17,26.1,,8:51 AM,8.0,SW,8.1,220.0
2013-01-16 15:51:00,Partly Cloudy,16.0,,-,56.0,,30.17,30.0,,9:51 AM,-9999.0,West,12.7,270.0
2013-01-16 16:51:00,Partly Cloudy,15.1,,-,46.0,,30.14,34.0,,10:51 AM,9.0,SW,10.4,220.0
2013-01-16 17:51:00,Partly Cloudy,15.1,,-,39.0,,30.11,37.9,,11:51 AM,10.0,SW,6.9,220.0
2013-01-16 18:51:00,Partly Cloudy,16.0,,-,38.0,,30.09,39.9,,12:51 PM,10.0,WSW,11.5,250.0
2013-01-16 19:51:00,Partly Cloudy,18.0,,-,40.0,,30.08,41.0,,1:51 PM,10.0,WSW,12.7,250.0
2013-01-16 20:51:00,Partly Cloudy,18.0,,-,37.0,,30.06,43.0,,2:51 PM,10.0,WSW,16.1,250.0
2013-01-16 21:51:00,Partly Cloudy,19.0,,-,40.0,,30.08,42.1,,3:51 PM,10.0,WSW,13.8,250.0
2013-01-16 22:51:00,Scattered Clouds,19.0,,-,43.0,,30.09,39.9,,4:51 PM,10.0,WSW,11.5,240.0
2013-01-16 23:51:00,Scattered Clouds,19.9,,-,50.0,,30.12,37.0,,5:51 PM,10.0,WNW,6.9,290.0
2013-01-17 00:51:00,Scattered Clouds,19.9,,-,50.0,,30.14,37.0,,6:51 PM,10.0,WSW,3.5,250.0
2013-01-17 01:51:00,Scattered Clouds,19.9,,-,52.0,,30.14,36.0,,7:51 PM,10.0,WSW,4.6,240.0
2013-01-17 02:51:00,Partly Cloudy,21.0,,-,59.0,,30.15,34.0,,8:51 PM,10.0,West,3.5,260.0
2013-01-17 03:51:00,Partly Cloudy,21.9,,-,64.0,,30.14,33.1,,9:51 PM,10.0,WSW,6.9,240.0
2013-01-17 04:51:00,Clear,21.9,,-,61.0,,30.14,34.0,,10:51 PM,10.0,West,8.1,270.0
2013-01-17 05:51:00,Mostly Cloudy,23.0,,-,61.0,,30.15,35.1,,11:51 PM,10.0,West,5.8,260.0
2013-01-17 06:51:00,Overcast,23.0,,-,60.0,,30.15,35.6,,12:51 AM,10.0,WSW,5.8,250.0
2013-01-17 07:51:00,Overcast,23.0,,-,59.0,,30.18,36.0,,1:51 AM,10.0,SW,3.5,230.0
2013-01-17 08:51:00,Mostly Cloudy,23.0,,-,60.0,,30.18,35.6,,2:51 AM,10.0,West,4.6,270.0
2013-01-17 09:51:00,Mostly Cloudy,23.0,,-,72.0,,30.21,30.9,,3:51 AM,10.0,Calm,Calm,0.0
2013-01-17 10:51:00,Scattered Clouds,23.0,,-,72.0,,30.23,30.9,,4:51 AM,10.0,West,5.8,280.0
2013-01-17 11:51:00,Partly Cloudy,23.0,,-,75.0,,30.26,30.0,,5:51 AM,10.0,NW,6.9,310.0
2013-01-17 12:51:00,Partly Cloudy,25.0,,-,79.0,,30.28,30.9,,6:51 AM,10.0,NNW,5.8,330.0
2013-01-17 13:51:00,Scattered Clouds,28.0,,-,79.0,,30.32,34.0,,7:51 AM,9.0,North,13.8,360.0
2013-01-17 14:36:00,Mostly Cloudy,28.4,,-,75.0,,30.33,35.6,,8:36 AM,9.0,North,12.7,350.0
2013-01-17 14:51:00,Mostly Cloudy,28.0,,20.7,79.0,,30.38,34.0,,8:51 AM,9.0,North,16.1,350.0
2013-01-17 15:02:00,Overcast,28.4,,-,75.0,,30.34,35.6,,9:02 AM,9.0,North,12.7,360.0
2013-01-17 15:51:00,Mostly Cloudy,27.0,,20.7,72.0,,30.4,35.1,,9:51 AM,10.0,North,13.8,10.0
2013-01-17 16:00:00,Mostly Cloudy,28.4,,20.7,75.0,,30.36,35.6,,10:00 AM,10.0,North,15.0,360.0
2013-01-17 16:37:00,Scattered Clouds,26.6,,20.7,65.0,,30.37,37.4,,10:37 AM,10.0,North,13.8,10.0
2013-01-17 16:51:00,Scattered Clouds,27.0,,20.7,65.0,,30.4,37.9,,10:51 AM,10.0,North,12.7,350.0
2013-01-17 16:57:00,Mostly Cloudy,26.6,,-,65.0,,30.37,37.4,,10:57 AM,10.0,NNW,11.5,330.0
2013-01-17 17:30:00,Scattered Clouds,26.6,,-,65.0,,30.37,37.4,,11:30 AM,10.0,NNW,12.7,340.0
2013-01-17 17:51:00,Partly Cloudy,26.1,,19.6,60.0,,30.39,39.0,,11:51 AM,10.0,NNW,15.0,340.0
2013-01-17 18:51:00,Partly Cloudy,24.1,,19.6,53.0,,30.38,39.9,,12:51 PM,10.0,NNW,13.8,330.0
2013-01-17 19:51:00,Clear,21.9,,-,47.0,,30.37,41.0,,1:51 PM,10.0,NW,11.5,310.0
2013-01-17 20:51:00,Clear,21.0,,-,45.0,,30.39,41.0,,2:51 PM,10.0,NW,12.7,320.0
2013-01-17 21:51:00,Partly Cloudy,19.9,,-,46.0,,30.42,39.0,,3:51 PM,10.0,NNW,13.8,330.0
2013-01-17 22:51:00,Clear,19.9,,-,50.0,,30.44,37.0,,4:51 PM,10.0,NW,11.5,320.0
2013-01-17 23:51:00,Clear,19.9,,-,56.0,,30.48,34.0,,5:51 PM,10.0,NW,8.1,320.0
2013-01-18 00:51:00,Clear,19.4,,-,56.0,,30.46,33.8,,6:51 PM,10.0,Calm,Calm,0.0
2013-01-18 01:51:00,Clear,19.0,,-,61.0,,30.5,30.9,,7:51 PM,10.0,WNW,3.5,300.0
2013-01-18 02:51:00,Clear,19.0,,-,61.0,,30.51,30.9,,8:51 PM,10.0,NW,3.5,310.0
2013-01-18 03:51:00,Clear,19.0,,-,69.0,,30.53,28.0,,9:51 PM,10.0,Calm,Calm,0.0
2013-01-18 04:51:00,Clear,19.0,,-,72.0,,30.52,27.0,,10:51 PM,10.0,Calm,Calm,0.0
2013-01-18 05:51:00,Clear,19.0,,-,72.0,,30.52,27.0,,11:51 PM,10.0,WSW,3.5,240.0
2013-01-18 06:51:00,Clear,19.0,,-,72.0,,30.53,27.0,,12:51 AM,10.0,Calm,Calm,0.0
2013-01-18 07:51:00,Clear,19.0,,-,75.0,,30.53,26.1,,1:51 AM,10.0,Calm,Calm,0.0
2013-01-18 08:51:00,Clear,18.0,,-,77.0,,30.53,24.1,,2:51 AM,10.0,Calm,Calm,0.0
2013-01-18 09:51:00,Clear,19.0,,-,78.0,,30.52,25.0,,3:51 AM,10.0,Calm,Calm,0.0
2013-01-18 10:51:00,Clear,18.0,,-,69.0,,30.51,27.0,,4:51 AM,10.0,SSW,6.9,210.0
2013-01-18 11:51:00,Clear,18.0,,-,61.0,,30.5,30.0,,5:51 AM,10.0,South,4.6,190.0
2013-01-18 12:51:00,Clear,18.0,,-,61.0,,30.5,30.0,,6:51 AM,10.0,South,4.6,190.0
2013-01-18 13:51:00,Clear,19.4,,-,64.0,,30.46,30.2,,7:51 AM,10.0,SSW,8.1,200.0
2013-01-18 14:51:00,Clear,19.9,,-,54.0,,30.48,35.1,,8:51 AM,10.0,South,5.8,190.0
2013-01-18 15:51:00,Clear,21.0,,-,49.0,,30.47,39.0,,9:51 AM,10.0,South,15.0,190.0
2013-01-18 16:51:00,Partly Cloudy,21.9,,-,42.0,,30.43,44.1,,10:51 AM,10.0,South,10.4,190.0
2013-01-18 17:51:00,Partly Cloudy,23.0,,-,39.0,,30.38,46.9,,11:51 AM,10.0,SSW,15.0,210.0
2013-01-18 18:51:00,Partly Cloudy,23.0,,-,35.0,,30.32,50.0,,12:51 PM,10.0,South,11.5,190.0
2013-01-18 19:51:00,Partly Cloudy,21.9,,-,30.0,,30.28,53.1,,1:51 PM,10.0,South,13.8,190.0
2013-01-18 20:51:00,Partly Cloudy,21.0,,23.0,27.0,,30.24,55.0,,2:51 PM,10.0,SSW,18.4,200.0
2013-01-18 21:51:00,Partly Cloudy,21.0,,-,27.0,,30.22,55.0,,3:51 PM,10.0,South,13.8,180.0
2013-01-18 22:51:00,Partly Cloudy,21.9,,-,30.0,,30.21,53.1,,4:51 PM,10.0,South,12.7,170.0
2013-01-18 23:51:00,Partly Cloudy,21.0,,21.9,31.0,,30.2,51.1,,5:51 PM,10.0,South,12.7,180.0
2013-01-19 00:51:00,Clear,21.0,,-,32.0,,30.2,50.0,,6:51 PM,10.0,South,13.8,180.0
2013-01-19 01:51:00,Clear,21.9,,-,37.0,,30.19,46.9,,7:51 PM,10.0,South,9.2,170.0
2013-01-19 02:51:00,Clear,24.1,,-,42.0,,30.17,46.0,,8:51 PM,10.0,South,10.4,180.0
2013-01-19 03:51:00,Clear,25.0,,-,46.0,,30.16,45.0,,9:51 PM,10.0,SSW,13.8,200.0
2013-01-19 04:51:00,Clear,26.1,,-,51.0,,30.16,43.0,,10:51 PM,10.0,SSW,11.5,210.0
2013-01-19 05:51:00,Clear,26.1,,-,53.0,,30.16,42.1,,11:51 PM,10.0,SSW,9.2,210.0
2013-01-19 06:51:00,Clear,26.6,,-,53.0,,30.13,42.8,,12:51 AM,10.0,SSW,11.5,200.0
2013-01-19 07:51:00,Clear,26.1,,-,51.0,,30.14,43.0,,1:51 AM,10.0,SSW,11.5,210.0
2013-01-19 08:51:00,Clear,25.0,,-,49.0,,30.13,43.0,,2:51 AM,10.0,SSW,13.8,200.0
2013-01-19 09:51:00,Clear,25.0,,-,49.0,,30.11,43.0,,3:51 AM,10.0,SSW,13.8,200.0
2013-01-19 10:51:00,Clear,25.0,,-,49.0,,30.09,43.0,,4:51 AM,10.0,SSW,13.8,210.0
2013-01-19 11:51:00,Clear,25.0,,-,49.0,,30.08,43.0,,5:51 AM,10.0,SSW,13.8,210.0
2013-01-19 12:51:00,Clear,25.0,,-,49.0,,30.07,43.0,,6:51 AM,10.0,SSW,13.8,200.0
2013-01-19 13:51:00,Clear,25.0,,-,49.0,,30.07,43.0,,7:51 AM,10.0,South,12.7,190.0
2013-01-19 14:51:00,Partly Cloudy,26.1,,-,42.0,,30.06,48.0,,8:51 AM,10.0,SSW,11.5,200.0
2013-01-19 15:51:00,Partly Cloudy,28.0,,-,37.0,,30.06,54.0,,9:51 AM,10.0,SW,15.0,220.0
2013-01-19 16:51:00,Partly Cloudy,28.9,,28.8,34.0,,30.02,57.0,,10:51 AM,10.0,SW,23.0,230.0
2013-01-19 17:51:00,Partly Cloudy,30.0,,27.6,32.0,,29.98,60.1,,11:51 AM,10.0,WSW,17.3,240.0
2013-01-19 18:51:00,Partly Cloudy,30.9,,-,30.0,,29.94,63.0,,12:51 PM,10.0,WSW,19.6,250.0
2013-01-19 19:51:00,Partly Cloudy,32.0,,25.3,30.0,,29.93,64.0,,1:51 PM,10.0,WSW,18.4,250.0
2013-01-19 20:51:00,Scattered Clouds,32.0,,25.3,29.0,,29.93,64.9,,2:51 PM,10.0,West,15.0,260.0
2013-01-19 21:51:00,Partly Cloudy,32.0,,-,30.0,,29.94,64.0,,3:51 PM,10.0,West,10.4,270.0
2013-01-19 22:51:00,Partly Cloudy,30.9,,-,32.0,,29.96,61.0,,4:51 PM,10.0,West,12.7,260.0
2013-01-19 23:51:00,Clear,30.9,,-,40.0,,29.99,55.0,,5:51 PM,10.0,WSW,9.2,250.0
2013-01-20 00:51:00,Clear,30.9,,-,43.0,,30.02,53.1,,6:51 PM,10.0,West,8.1,260.0
2013-01-20 01:51:00,Clear,30.9,,-,41.0,,30.05,54.0,,7:51 PM,10.0,West,12.7,270.0
2013-01-20 02:51:00,Clear,32.0,,-,43.0,,30.06,54.0,,8:51 PM,10.0,West,13.8,280.0
2013-01-20 03:51:00,Clear,30.9,,25.3,46.0,,30.09,51.1,,9:51 PM,10.0,WNW,13.8,290.0
2013-01-20 04:51:00,Clear,30.9,,-,54.0,,30.12,46.9,,10:51 PM,10.0,WNW,10.4,300.0
2013-01-20 05:51:00,Clear,30.0,,19.6,54.0,,30.13,46.0,,11:51 PM,10.0,WNW,12.7,300.0
2013-01-20 06:51:00,Clear,27.0,,25.3,49.0,,30.15,45.0,,12:51 AM,9.0,NW,18.4,310.0
2013-01-20 07:51:00,Clear,24.1,,28.8,47.0,,30.19,43.0,,1:51 AM,10.0,NW,21.9,320.0
2013-01-20 08:51:00,Clear,23.0,,24.2,51.0,,30.21,39.9,,2:51 AM,10.0,NW,13.8,310.0
2013-01-20 09:51:00,Clear,18.0,,26.5,46.0,,30.23,37.0,,3:51 AM,10.0,NW,17.3,320.0
2013-01-20 10:51:00,Clear,24.1,,-,73.0,,30.27,32.0,,4:51 AM,10.0,North,11.5,360.0
2013-01-20 11:51:00,Clear,18.0,,-,61.0,,30.3,30.0,,5:51 AM,10.0,NNW,8.1,340.0
2013-01-20 12:51:00,Partly Cloudy,12.9,,-,53.0,,30.32,28.0,,6:51 AM,10.0,NNW,10.4,340.0
2013-01-20 13:51:00,Scattered Clouds,10.9,,-,49.0,,30.34,28.0,,7:51 AM,10.0,North,9.2,10.0
2013-01-20 14:51:00,Scattered Clouds,9.0,,-,43.0,,30.37,28.9,,8:51 AM,10.0,North,11.5,360.0
2013-01-20 15:51:00,Mostly Cloudy,10.0,,-,45.0,,30.38,28.9,,9:51 AM,10.0,NNW,10.4,340.0
2013-01-20 17:51:00,Mostly Cloudy,10.0,,-,40.0,,30.34,32.0,,11:51 AM,10.0,North,10.4,360.0
2013-01-20 18:51:00,Mostly Cloudy,10.0,,-,40.0,,30.3,32.0,,12:51 PM,10.0,NE,6.9,40.0
2013-01-20 19:51:00,Mostly Cloudy,10.9,,-,40.0,,30.33,33.1,,1:51 PM,10.0,NNW,8.1,340.0
2013-01-20 20:51:00,Mostly Cloudy,10.9,,-,38.0,,30.32,34.0,,2:51 PM,10.0,North,5.8,10.0
2013-01-20 21:51:00,Mostly Cloudy,10.0,,-,40.0,,30.33,32.0,,3:51 PM,10.0,North,4.6,360.0
2013-01-20 22:51:00,Mostly Cloudy,10.9,,-,43.0,,30.34,30.9,,4:51 PM,10.0,NNE,6.9,20.0
2013-01-20 23:51:00,Mostly Cloudy,12.0,,-,49.0,,30.34,28.9,,5:51 PM,10.0,North,8.1,360.0
2013-01-21 00:51:00,Overcast,10.9,,-,45.0,,30.33,30.0,,6:51 PM,10.0,North,8.1,10.0
2013-01-21 01:51:00,Mostly Cloudy,12.0,,-,51.0,,30.34,28.0,,7:51 PM,10.0,North,8.1,10.0
2013-01-21 02:51:00,Overcast,12.0,,-,53.0,,30.34,27.0,,8:51 PM,10.0,North,10.4,360.0
2013-01-21 03:51:00,Overcast,12.9,,-,56.0,,30.35,27.0,,9:51 PM,10.0,North,9.2,360.0
2013-01-21 04:51:00,Overcast,12.0,,-,55.0,,30.34,26.1,,10:51 PM,10.0,NNW,9.2,340.0
2013-01-21 05:51:00,Mostly Cloudy,12.0,,-,58.0,,30.34,25.0,,11:51 PM,10.0,NW,10.4,310.0
2013-01-21 06:51:00,Partly Cloudy,10.0,,-,55.0,,30.35,24.1,,12:51 AM,10.0,NW,11.5,320.0
2013-01-21 07:51:00,Mostly Cloudy,10.9,,-,60.0,,30.35,23.0,,1:51 AM,10.0,NW,9.2,310.0
2013-01-21 08:51:00,Mostly Cloudy,10.9,,-,63.0,,30.35,21.9,,2:51 AM,10.0,NW,9.2,310.0
2013-01-21 09:42:00,Mostly Cloudy,10.4,,24.2,63.0,,30.33,21.2,,3:42 AM,10.0,NNW,17.3,330.0
2013-01-21 09:51:00,Light Snow,10.0,Snow,31.1,63.0,0.0,30.37,21.0,,3:51 AM,10.0,NW,20.7,320.0
2013-01-21 10:05:00,Light Snow,10.4,Snow,23.0,68.0,0.0,30.33,19.4,,4:05 AM,10.0,NW,11.5,320.0
2013-01-21 10:51:00,Scattered Clouds,10.0,,-,65.0,0.0,30.37,19.9,,4:51 AM,10.0,WNW,6.9,300.0
2013-01-21 11:51:00,Mostly Cloudy,9.0,,-,62.0,,30.37,19.9,,5:51 AM,10.0,WNW,10.4,290.0
2013-01-21 12:51:00,Mostly Cloudy,5.0,,24.2,52.0,,30.38,19.9,,6:51 AM,10.0,WNW,15.0,300.0
2013-01-21 13:51:00,Mostly Cloudy,3.0,,-,48.0,,30.38,19.9,,7:51 AM,10.0,WNW,10.4,300.0
2013-01-21 14:51:00,Scattered Clouds,3.9,,24.2,46.0,,30.39,21.9,,8:51 AM,10.0,WNW,15.0,300.0
2013-01-21 15:51:00,Scattered Clouds,3.0,,31.1,42.0,,30.39,23.0,,9:51 AM,10.0,WNW,17.3,290.0
2013-01-21 16:51:00,Scattered Clouds,1.0,,27.6,36.0,,30.39,25.0,,10:51 AM,10.0,WNW,17.3,300.0
2013-01-21 17:51:00,Scattered Clouds,-2.0,,28.8,31.0,,30.37,25.0,,11:51 AM,10.0,NW,20.7,310.0
2013-01-21 18:51:00,Scattered Clouds,-2.0,,27.6,30.0,,30.36,26.1,,12:51 PM,10.0,WNW,16.1,300.0
2013-01-21 19:51:00,Mostly Cloudy,-5.1,,25.3,28.0,,30.38,24.1,,1:51 PM,10.0,WNW,17.3,290.0
2013-01-21 20:51:00,Mostly Cloudy,-2.0,,21.9,35.0,,30.39,21.9,,2:51 PM,10.0,NW,13.8,320.0
2013-01-21 21:51:00,Mostly Cloudy,-4.0,,21.9,35.0,,30.41,19.9,,3:51 PM,10.0,NW,12.7,320.0
2013-01-21 22:51:00,Mostly Cloudy,-2.0,,-,40.0,,30.41,19.0,,4:51 PM,10.0,West,16.1,280.0
2013-01-21 23:51:00,Overcast,-2.9,,-,38.0,,30.42,19.0,,5:51 PM,10.0,WNW,9.2,300.0
2013-01-22 00:51:00,Overcast,-2.9,,-,40.0,,30.43,18.0,,6:51 PM,10.0,NW,12.7,320.0
2013-01-22 01:51:00,Mostly Cloudy,-2.2,,-,42.0,,30.37,17.6,,7:51 PM,10.0,NW,9.2,320.0
2013-01-22 02:51:00,Mostly Cloudy,-2.9,,-,41.0,,30.43,17.1,,8:51 PM,10.0,NNW,10.4,330.0
2013-01-22 03:51:00,Mostly Cloudy,-2.9,,-,43.0,,30.43,16.0,,9:51 PM,10.0,NW,10.4,320.0
2013-01-22 04:51:00,Mostly Cloudy,-2.9,,-,41.0,,30.44,17.1,,10:51 PM,10.0,NW,10.4,310.0
2013-01-22 05:51:00,Partly Cloudy,-2.0,,-,47.0,,30.44,15.1,,11:51 PM,10.0,WNW,6.9,300.0
2013-01-22 06:51:00,Scattered Clouds,-2.0,,-,47.0,,30.43,15.1,,12:51 AM,10.0,NW,6.9,320.0
2013-01-22 07:51:00,Mostly Cloudy,-2.0,,-,47.0,,30.44,15.1,,1:51 AM,10.0,NW,6.9,320.0
2013-01-22 08:51:00,Mostly Cloudy,-2.0,,-,49.0,,30.45,14.0,,2:51 AM,10.0,NW,5.8,320.0
2013-01-22 09:51:00,Mostly Cloudy,-2.2,,-,49.0,,30.4,14.0,,3:51 AM,10.0,NW,5.8,320.0
2013-01-22 10:51:00,Mostly Cloudy,-2.9,,-,47.0,,30.47,14.0,,4:51 AM,10.0,NW,9.2,310.0
2013-01-22 11:51:00,Mostly Cloudy,-2.0,,-,49.0,,30.47,14.0,,5:51 AM,10.0,NW,5.8,320.0
2013-01-22 12:51:00,Mostly Cloudy,-0.9,,-,52.0,,30.47,14.0,,6:51 AM,10.0,North,5.8,10.0
2013-01-22 13:51:00,Mostly Cloudy,-0.9,,-,52.0,,30.48,14.0,,7:51 AM,10.0,North,4.6,350.0
2013-01-22 14:51:00,Overcast,-0.9,,-,52.0,,30.51,14.0,,8:51 AM,10.0,NNW,3.5,330.0
2013-01-22 15:51:00,Overcast,-0.9,,-,49.0,,30.52,15.1,,9:51 AM,10.0,SSW,3.5,210.0
2013-01-22 16:51:00,Light Snow,-0.0,Snow,-,49.0,0.0,30.54,16.0,,10:51 AM,8.0,WSW,3.5,240.0
2013-01-22 16:56:00,Light Snow,1.4,Snow,-,53.0,0.0,30.48,15.8,,10:56 AM,2.5,Calm,Calm,0.0
2013-01-22 17:16:00,Light Snow,3.2,Snow,-,58.0,0.0,30.48,15.8,,11:16 AM,2.0,Calm,Calm,0.0
2013-01-22 17:45:00,Light Snow,6.8,Snow,-,68.0,0.01,30.47,15.8,,11:45 AM,1.5,WNW,3.5,300.0
2013-01-22 17:51:00,Light Snow,7.0,Snow,-,68.0,0.01,30.53,16.0,,11:51 AM,1.5,West,4.6,260.0
2013-01-22 18:22:00,Light Snow,8.6,Snow,-,73.0,0.0,30.45,15.8,,12:22 PM,1.0,West,3.5,260.0
2013-01-22 18:51:00,Light Snow,9.0,Snow,-,74.0,0.01,30.48,16.0,,12:51 PM,1.0,West,5.8,260.0
2013-01-22 18:56:00,Light Snow,8.6,Snow,-,73.0,0.0,30.42,15.8,,12:56 PM,2.0,West,4.6,260.0
2013-01-22 19:03:00,Light Snow,8.6,Snow,-,73.0,0.0,30.42,15.8,,1:03 PM,3.0,West,5.8,270.0
2013-01-22 19:13:00,Light Snow,8.6,Snow,-,73.0,0.0,30.42,15.8,,1:13 PM,5.0,West,3.5,260.0
2013-01-22 19:51:00,Light Snow,9.0,Snow,-,71.0,0.0,30.46,17.1,,1:51 PM,6.0,Calm,Calm,0.0
2013-01-22 19:57:00,Light Snow,8.6,Snow,-,73.0,0.0,30.41,15.8,,1:57 PM,6.0,NNW,4.6,340.0
2013-01-22 20:51:00,Light Snow,9.0,Snow,-,71.0,0.0,30.47,17.1,,2:51 PM,9.0,NNW,3.5,340.0
2013-01-22 21:51:00,Overcast,9.0,,-,71.0,0.0,30.45,17.1,,3:51 PM,10.0,Calm,Calm,0.0
2013-01-22 22:51:00,Overcast,9.0,,-,68.0,,30.44,18.0,,4:51 PM,10.0,Calm,Calm,0.0
2013-01-22 23:51:00,Mostly Cloudy,9.0,,-,68.0,,30.44,18.0,,5:51 PM,10.0,Calm,Calm,0.0
2013-01-23 00:51:00,Overcast,9.0,,-,68.0,,30.43,18.0,,6:51 PM,10.0,ENE,3.5,60.0
2013-01-23 01:51:00,Mostly Cloudy,9.0,,-,68.0,,30.43,18.0,,7:51 PM,10.0,East,3.5,100.0
2013-01-23 02:51:00,Scattered Clouds,8.1,,-,74.0,,30.44,15.1,,8:51 PM,10.0,NE,3.5,50.0
2013-01-23 03:51:00,Partly Cloudy,9.0,,-,77.0,,30.43,15.1,,9:51 PM,10.0,East,3.5,80.0
2013-01-23 04:51:00,Clear,9.0,,-,80.0,,30.44,14.0,,10:51 PM,10.0,ENE,4.6,70.0
2013-01-23 05:51:00,Partly Cloudy,9.0,,-,77.0,,30.44,15.1,,11:51 PM,10.0,Calm,Calm,0.0
2013-01-23 06:51:00,Scattered Clouds,9.0,,-,80.0,,30.42,14.0,,12:51 AM,8.0,ESE,4.6,110.0
2013-01-23 07:51:00,Scattered Clouds,9.0,,-,77.0,,30.42,15.1,,1:51 AM,8.0,East,3.5,80.0
2013-01-23 08:51:00,Partly Cloudy,9.0,,-,80.0,,30.4,14.0,,2:51 AM,8.0,ESE,4.6,120.0
2013-01-23 09:51:00,Partly Cloudy,9.0,,-,77.0,,30.37,15.1,,3:51 AM,8.0,SE,6.9,130.0
2013-01-23 10:51:00,Clear,8.1,,-,77.0,,30.36,14.0,,4:51 AM,8.0,ESE,5.8,120.0
2013-01-23 11:51:00,Clear,10.0,,-,74.0,,30.36,17.1,,5:51 AM,9.0,SSE,4.6,150.0
2013-01-23 12:51:00,Scattered Clouds,10.0,,-,74.0,,30.35,17.1,,6:51 AM,9.0,SSE,3.5,160.0
2013-01-23 13:51:00,Mostly Cloudy,10.0,,-,68.0,,30.35,19.0,,7:51 AM,9.0,South,5.8,170.0
2013-01-23 14:51:00,Mostly Cloudy,10.9,,-,63.0,,30.34,21.9,,8:51 AM,10.0,South,6.9,190.0
2013-01-23 15:51:00,Mostly Cloudy,12.0,,-,53.0,,30.33,27.0,,9:51 AM,10.0,SW,3.5,220.0
2013-01-23 16:51:00,Mostly Cloudy,16.0,,-,54.0,,30.3,30.9,,10:51 AM,10.0,SW,4.6,220.0
2013-01-23 17:51:00,Partly Cloudy,18.0,,-,50.0,,30.27,35.1,,11:51 AM,10.0,WSW,5.8,250.0
2013-01-23 18:51:00,Mostly Cloudy,19.0,,-,48.0,,30.22,37.0,,12:51 PM,10.0,Calm,Calm,0.0
2013-01-23 19:51:00,Mostly Cloudy,19.9,,-,45.0,,30.2,39.9,,1:51 PM,10.0,West,5.8,270.0
2013-01-23 20:51:00,Mostly Cloudy,19.9,,-,43.0,,30.2,41.0,,2:51 PM,10.0,WSW,8.1,250.0
2013-01-23 21:51:00,Mostly Cloudy,21.0,,-,45.0,,30.19,41.0,,3:51 PM,10.0,NNW,5.8,330.0
2013-01-23 22:51:00,Mostly Cloudy,21.0,,-,51.0,,30.2,37.9,,4:51 PM,10.0,NNW,4.6,330.0
2013-01-23 23:51:00,Scattered Clouds,21.0,,-,57.0,,30.21,35.1,,5:51 PM,10.0,Calm,Calm,0.0
2013-01-24 00:51:00,Scattered Clouds,21.0,,-,59.0,,30.24,34.0,,6:51 PM,10.0,NW,5.8,310.0
2013-01-24 01:51:00,Scattered Clouds,21.0,,-,59.0,,30.27,34.0,,7:51 PM,10.0,NW,5.8,310.0
2013-01-24 02:51:00,Partly Cloudy,19.9,,-,54.0,,30.29,35.1,,8:51 PM,10.0,NW,10.4,320.0
2013-01-24 03:51:00,Partly Cloudy,15.1,,-,50.0,,30.32,32.0,,9:51 PM,10.0,NW,10.4,320.0
2013-01-24 04:51:00,Partly Cloudy,14.0,,-,51.0,,30.35,30.0,,10:51 PM,10.0,NNW,9.2,340.0
2013-01-24 05:51:00,Partly Cloudy,15.1,,-,58.0,,30.38,28.0,,11:51 PM,10.0,NW,11.5,320.0
2013-01-24 06:51:00,Scattered Clouds,12.9,,24.2,58.0,,30.41,26.1,,12:51 AM,10.0,North,12.7,350.0
2013-01-24 07:51:00,Partly Cloudy,7.0,,24.2,48.0,,30.45,24.1,,1:51 AM,10.0,North,13.8,10.0
2013-01-24 08:51:00,Partly Cloudy,5.0,,24.2,52.0,,30.48,19.9,,2:51 AM,10.0,North,17.3,360.0
2013-01-24 09:51:00,Scattered Clouds,3.9,,-,52.0,,30.52,19.0,,3:51 AM,10.0,North,10.4,10.0
2013-01-24 10:51:00,Scattered Clouds,5.0,,-,59.0,,30.54,17.1,,4:51 AM,10.0,North,10.4,360.0
2013-01-24 11:51:00,Mostly Cloudy,5.0,,-,59.0,,30.57,17.1,,5:51 AM,10.0,NNE,9.2,20.0
2013-01-24 12:51:00,Mostly Cloudy,5.0,,-,62.0,,30.59,16.0,,6:51 AM,10.0,NNE,8.1,30.0
2013-01-24 13:51:00,Overcast,6.1,,-,62.0,,30.6,17.1,,7:51 AM,10.0,NE,8.1,40.0
2013-01-24 14:51:00,Overcast,-0.4,,-,45.0,,30.58,17.6,,8:51 AM,10.0,East,11.5,80.0
2013-01-24 15:51:00,Overcast,-0.0,,-,45.0,,30.64,18.0,,9:51 AM,10.0,ENE,13.8,60.0
2013-01-24 16:51:00,Overcast,1.0,,-,44.0,,30.64,19.9,,10:51 AM,10.0,ENE,12.7,70.0
2013-01-24 17:51:00,Mostly Cloudy,3.0,,-,44.0,,30.61,21.9,,11:51 AM,10.0,East,10.4,80.0
2013-01-24 18:51:00,Mostly Cloudy,3.9,,-,44.0,,30.56,23.0,,12:51 PM,10.0,East,15.0,80.0
2013-01-24 19:51:00,Overcast,5.0,,-,43.0,,30.52,25.0,,1:51 PM,10.0,ESE,15.0,110.0
2013-01-24 20:51:00,Overcast,6.1,,-,45.0,,30.51,25.0,,2:51 PM,10.0,East,15.0,100.0
2013-01-24 21:51:00,Overcast,6.1,,-,45.0,,30.48,25.0,,3:51 PM,10.0,East,15.0,100.0
2013-01-24 22:51:00,Mostly Cloudy,5.0,,-,43.0,,30.46,25.0,,4:51 PM,10.0,ESE,15.0,120.0
2013-01-24 23:51:00,Mostly Cloudy,6.1,,-,43.0,,30.45,26.1,,5:51 PM,10.0,ESE,12.7,110.0
2013-01-25 00:51:00,Overcast,6.8,,21.9,46.0,,30.38,24.8,,6:51 PM,10.0,ESE,16.1,110.0
2013-01-25 01:51:00,Overcast,7.0,,-,44.0,,30.41,26.1,,7:51 PM,10.0,ESE,18.4,110.0
2013-01-25 02:51:00,Overcast,8.1,,-,47.0,,30.38,26.1,,8:51 PM,10.0,ESE,15.0,110.0
2013-01-25 03:51:00,Overcast,8.1,,-,45.0,,30.38,27.0,,9:51 PM,10.0,SE,12.7,140.0
2013-01-25 04:51:00,Overcast,8.1,,-,45.0,,30.32,27.0,,10:51 PM,10.0,SE,12.7,130.0
2013-01-25 05:51:00,Overcast,9.0,,-,45.0,,30.3,28.0,,11:51 PM,10.0,ESE,11.5,120.0
2013-01-25 06:51:00,Light Snow,8.1,Snow,-,43.0,0.0,30.29,28.0,,12:51 AM,10.0,East,9.2,100.0
2013-01-25 07:51:00,Overcast,8.1,,-,43.0,0.0,30.22,28.0,,1:51 AM,10.0,SE,10.4,140.0
2013-01-25 08:51:00,Overcast,7.0,,-,41.0,,30.22,28.0,,2:51 AM,10.0,SE,4.6,140.0
2013-01-25 09:51:00,Overcast,7.0,,-,41.0,,30.22,28.0,,3:51 AM,10.0,Calm,Calm,0.0
2013-01-25 10:31:00,Overcast,6.8,,-,40.0,,30.15,28.4,,4:31 AM,10.0,SE,8.1,130.0
2013-01-25 10:51:00,Overcast,7.0,,-,41.0,,30.2,28.0,,4:51 AM,10.0,South,3.5,180.0
2013-01-25 11:45:00,Overcast,8.6,,-,43.0,0.0,30.14,28.4,,5:45 AM,10.0,Calm,Calm,0.0
2013-01-25 11:51:00,Overcast,9.0,,-,43.0,0.0,30.17,28.9,,5:51 AM,10.0,South,3.5,180.0
2013-01-25 12:51:00,Mostly Cloudy,10.9,,-,49.0,,30.18,28.0,,6:51 AM,10.0,Calm,Calm,0.0
2013-01-25 13:32:00,Overcast,12.2,,-,51.0,,30.15,28.4,,7:32 AM,10.0,Calm,Calm,0.0
2013-01-25 13:51:00,Overcast,12.9,,-,51.0,,30.19,28.9,,7:51 AM,10.0,Calm,Calm,0.0
2013-01-25 14:51:00,Overcast,14.0,,-,50.0,,30.21,30.9,,8:51 AM,10.0,West,5.8,270.0
2013-01-25 15:51:00,Overcast,15.1,,-,48.0,,30.21,33.1,,9:51 AM,10.0,West,12.7,270.0
2013-01-25 16:05:00,Overcast,15.8,,-,48.0,,30.18,33.8,,10:05 AM,10.0,West,10.4,260.0
2013-01-25 16:34:00,Mostly Cloudy,15.8,,-,44.0,,30.17,35.6,,10:34 AM,10.0,WNW,11.5,300.0
2013-01-25 16:51:00,Mostly Cloudy,16.0,,-,44.0,,30.2,36.0,,10:51 AM,10.0,West,12.7,280.0
2013-01-25 16:58:00,Mostly Cloudy,15.8,,-,44.0,,30.17,35.6,,10:58 AM,10.0,WNW,12.7,300.0
2013-01-25 17:23:00,Scattered Clouds,15.8,,18.4,41.0,,30.16,37.4,,11:23 AM,10.0,NW,11.5,310.0
2013-01-25 17:51:00,Scattered Clouds,17.1,,-,43.0,,30.17,37.9,,11:51 AM,10.0,West,13.8,280.0
2013-01-25 18:51:00,Partly Cloudy,18.0,,-,41.0,,30.16,39.9,,12:51 PM,10.0,WNW,11.5,290.0
2013-01-25 19:51:00,Scattered Clouds,18.0,,19.6,38.0,,30.15,42.1,,1:51 PM,10.0,WNW,9.2,290.0
2013-01-25 20:51:00,Scattered Clouds,19.0,,19.6,38.0,,30.14,43.0,,2:51 PM,10.0,West,13.8,280.0
2013-01-25 21:51:00,Scattered Clouds,18.0,,-,35.0,,30.14,44.1,,3:51 PM,10.0,West,13.8,260.0
2013-01-25 22:51:00,Mostly Cloudy,18.0,,-,40.0,,30.16,41.0,,4:51 PM,10.0,WSW,10.4,250.0
2013-01-25 23:51:00,Mostly Cloudy,18.0,,-,43.0,,30.18,39.0,,5:51 PM,10.0,West,8.1,270.0
2013-01-26 00:51:00,Mostly Cloudy,17.1,,-,41.0,,30.19,39.0,,6:51 PM,10.0,West,11.5,260.0
2013-01-26 01:51:00,Scattered Clouds,17.1,,-,43.0,,30.19,37.9,,7:51 PM,10.0,West,6.9,260.0
2013-01-26 03:51:00,Mostly Cloudy,18.0,,-,46.0,,30.22,37.0,,9:51 PM,10.0,West,11.5,270.0
2013-01-26 04:51:00,Mostly Cloudy,19.0,,-,50.0,,30.25,36.0,,10:51 PM,10.0,West,9.2,280.0
2013-01-26 05:51:00,Mostly Cloudy,19.4,,-,52.0,,30.23,35.6,,11:51 PM,10.0,WNW,4.6,300.0
2013-01-26 06:51:00,Mostly Cloudy,19.0,,-,54.0,,30.27,34.0,,12:51 AM,10.0,NW,4.6,310.0
2013-01-26 07:51:00,Mostly Cloudy,19.9,,-,59.0,,30.29,33.1,,1:51 AM,10.0,NNW,5.8,330.0
2013-01-26 08:51:00,Mostly Cloudy,19.9,,-,59.0,,30.29,33.1,,2:51 AM,10.0,North,8.1,360.0
2013-01-26 09:51:00,Mostly Cloudy,19.9,,-,64.0,,30.29,30.9,,3:51 AM,10.0,North,9.2,10.0
2013-01-26 10:51:00,Mostly Cloudy,17.1,,-,61.0,,30.31,28.9,,4:51 AM,10.0,North,5.8,10.0
2013-01-26 11:51:00,Mostly Cloudy,16.0,,-,66.0,,30.34,26.1,,5:51 AM,10.0,NNW,8.1,340.0
2013-01-26 12:51:00,Mostly Cloudy,14.0,,-,65.0,,30.38,24.1,,6:51 AM,10.0,NNW,5.8,330.0
2013-01-26 13:51:00,Mostly Cloudy,15.1,,-,69.0,,30.4,24.1,,7:51 AM,10.0,North,5.8,10.0
2013-01-26 14:51:00,Scattered Clouds,10.9,,-,53.0,,30.42,26.1,,8:51 AM,10.0,NNE,5.8,30.0
2013-01-26 15:51:00,Scattered Clouds,10.9,,-,51.0,,30.43,27.0,,9:51 AM,10.0,ENE,3.5,60.0
2013-01-26 16:51:00,Scattered Clouds,10.0,,-,43.0,,30.43,30.0,,10:51 AM,10.0,Calm,Calm,0.0
2013-01-26 17:51:00,Partly Cloudy,10.0,,-,40.0,,30.43,32.0,,11:51 AM,10.0,Variable,3.5,0.0
2013-01-26 18:51:00,Partly Cloudy,10.9,,-,36.0,,30.4,36.0,,12:51 PM,10.0,Variable,3.5,0.0
2013-01-26 19:51:00,Partly Cloudy,10.0,,-,33.0,,30.36,37.0,,1:51 PM,10.0,East,4.6,90.0
2013-01-26 20:51:00,Partly Cloudy,10.0,,-,32.0,,30.35,37.9,,2:51 PM,10.0,ESE,5.8,120.0
2013-01-26 21:51:00,Partly Cloudy,12.0,,-,35.0,,30.34,37.9,,3:51 PM,10.0,ESE,5.8,110.0
2013-01-26 22:51:00,Scattered Clouds,12.0,,-,36.0,,30.35,37.0,,4:51 PM,10.0,East,6.9,100.0
2013-01-26 23:51:00,Scattered Clouds,14.0,,-,42.0,,30.36,35.1,,5:51 PM,10.0,East,9.2,90.0
2013-01-27 00:51:00,Mostly Cloudy,15.1,,-,46.0,,30.37,34.0,,6:51 PM,10.0,ESE,12.7,110.0
2013-01-27 01:51:00,Mostly Cloudy,16.0,,-,50.0,,30.36,33.1,,7:51 PM,10.0,ESE,12.7,110.0
2013-01-27 02:51:00,Scattered Clouds,15.1,,-,54.0,,30.36,30.0,,8:51 PM,10.0,ESE,9.2,110.0
2013-01-27 03:51:00,Partly Cloudy,16.0,,-,56.0,,30.36,30.0,,9:51 PM,10.0,ESE,9.2,110.0
2013-01-27 04:51:00,Partly Cloudy,16.0,,-,56.0,,30.36,30.0,,10:51 PM,10.0,ESE,8.1,120.0
2013-01-27 05:51:00,Partly Cloudy,17.1,,-,61.0,,30.35,28.9,,11:51 PM,10.0,ESE,8.1,120.0
2013-01-27 06:51:00,Scattered Clouds,18.0,,-,64.0,,30.32,28.9,,12:51 AM,10.0,ESE,6.9,120.0
2013-01-27 07:51:00,Mostly Cloudy,18.0,,-,59.0,,30.32,30.9,,1:51 AM,10.0,SE,10.4,130.0
2013-01-27 08:51:00,Mostly Cloudy,18.0,,-,56.0,,30.31,32.0,,2:51 AM,10.0,SE,11.5,130.0
2013-01-27 09:51:00,Mostly Cloudy,19.0,,-,61.0,,30.3,30.9,,3:51 AM,10.0,SE,9.2,130.0
2013-01-27 10:51:00,Overcast,19.0,,-,59.0,,30.27,32.0,,4:51 AM,10.0,SE,12.7,130.0
2013-01-27 11:49:00,Light Freezing Rain,21.2,Rain,-,64.0,0.0,30.24,32.0,,5:49 AM,8.0,SE,15.0,130.0
2013-01-27 11:51:00,Light Freezing Rain,21.0,Rain,-,64.0,0.0,30.27,32.0,,5:51 AM,8.0,SE,13.8,130.0
2013-01-27 12:51:00,Light Freezing Rain,25.0,Rain,-,75.0,0.02,30.26,32.0,,6:51 AM,6.0,ESE,12.7,120.0
2013-01-27 13:51:00,Light Freezing Rain,27.0,Rain,-,82.0,0.01,30.25,32.0,,7:51 AM,5.0,SE,15.0,130.0
2013-01-27 14:18:00,Light Freezing Rain,26.6,Rain,-,75.0,0.0,30.24,33.8,,8:18 AM,4.0,SE,11.5,130.0
2013-01-27 14:31:00,Light Rain,28.4,Rain,-,81.0,0.01,30.24,33.8,,8:31 AM,4.0,SE,11.5,130.0
2013-01-27 14:51:00,Light Rain,28.0,Rain,-,82.0,0.01,30.26,33.1,,8:51 AM,4.0,ESE,11.5,120.0
2013-01-27 15:51:00,Light Rain,28.9,Rain,-,82.0,0.02,30.24,34.0,,9:51 AM,4.0,SE,17.3,130.0
2013-01-27 15:59:00,Light Rain,28.4,Rain,-,81.0,0.0,30.2,33.8,,9:59 AM,3.0,SE,16.1,130.0
2013-01-27 16:38:00,Light Rain,30.2,Rain,-,87.0,0.01,30.19,33.8,,10:38 AM,2.0,SE,15.0,130.0
2013-01-27 16:48:00,Light Rain,30.2,Rain,-,87.0,0.02,30.18,33.8,,10:48 AM,1.5,SE,17.3,130.0
2013-01-27 16:51:00,Light Rain,30.9,Rain,-,85.0,0.03,30.21,35.1,,10:51 AM,1.5,SE,15.0,130.0
2013-01-27 17:20:00,Light Rain,32.0,Rain,-,87.0,0.03,30.16,35.6,,11:20 AM,2.0,SE,16.1,130.0
2013-01-27 17:40:00,Light Rain,32.0,Rain,-,87.0,0.05,30.14,35.6,,11:40 AM,1.5,SE,16.1,130.0
2013-01-27 17:51:00,Light Rain,32.0,Rain,20.7,89.0,0.07,30.16,35.1,,11:51 AM,1.8,SE,11.5,130.0
2013-01-27 18:16:00,Light Rain,33.8,Rain,24.2,93.0,0.06,30.1,35.6,,12:16 PM,2.0,SE,16.1,130.0
2013-01-27 18:36:00,Light Rain,33.8,Rain,26.5,93.0,0.06,30.09,35.6,,12:36 PM,3.0,SE,18.4,130.0
2013-01-27 18:51:00,Overcast,33.1,,-,86.0,0.06,30.11,37.0,,12:51 PM,3.0,SE,16.1,140.0
2013-01-27 19:51:00,Overcast,35.1,,-,89.0,,30.08,37.9,,1:51 PM,3.0,SSE,18.4,160.0
2013-01-27 20:51:00,Light Rain,36.0,Rain,23.0,86.0,0.0,30.06,39.9,,2:51 PM,3.0,SSE,15.0,150.0
2013-01-27 21:00:00,Light Rain,37.4,Rain,-,93.0,0.0,30.03,39.2,,3:00 PM,2.5,SSE,16.1,160.0
2013-01-27 21:51:00,Light Rain,37.9,Rain,-,85.0,0.0,30.04,42.1,,3:51 PM,2.5,SSE,13.8,150.0
2013-01-27 22:51:00,Light Rain,39.9,Rain,23.0,89.0,0.01,29.99,43.0,,4:51 PM,2.5,SSE,17.3,150.0
2013-01-27 23:12:00,Light Rain,39.2,Rain,23.0,81.0,0.01,29.96,44.6,,5:12 PM,5.0,SSE,15.0,150.0
2013-01-27 23:51:00,Overcast,42.1,,-,90.0,0.01,29.99,45.0,,5:51 PM,5.0,SSE,10.4,160.0
2013-01-28 00:51:00,Overcast,44.1,,21.9,90.0,,29.99,46.9,,6:51 PM,6.0,South,13.8,170.0
2013-01-28 01:51:00,Overcast,44.1,,-,86.0,,29.99,48.0,,7:51 PM,7.0,South,15.0,180.0
2013-01-28 02:51:00,Light Rain,46.0,Rain,19.6,86.0,0.0,29.99,50.0,,8:51 PM,9.0,South,12.7,190.0
2013-01-28 03:51:00,Overcast,46.4,,-,87.0,,29.98,50.0,,9:51 PM,8.0,South,5.8,180.0
2013-01-28 04:51:00,Overcast,46.9,,-,86.0,,29.99,51.1,,10:51 PM,8.0,South,10.4,170.0
2013-01-28 05:51:00,Overcast,48.0,,-,86.0,,29.99,52.0,,11:51 PM,8.0,SSE,8.1,150.0
2013-01-28 06:51:00,Overcast,51.1,,-,84.0,,29.96,55.9,,12:51 AM,8.0,South,10.4,180.0
2013-01-28 07:51:00,Overcast,52.0,,17.3,81.0,,29.96,57.9,,1:51 AM,9.0,South,9.2,190.0
2013-01-28 08:05:00,Overcast,51.8,,-,82.0,,29.95,57.2,,2:05 AM,9.0,South,11.5,180.0
2013-01-28 08:51:00,Mostly Cloudy,53.1,,-,84.0,,29.95,57.9,,2:51 AM,9.0,South,8.1,190.0
2013-01-28 09:38:00,Mostly Cloudy,53.6,,-,82.0,,29.94,59.0,,3:38 AM,10.0,South,8.1,180.0
2013-01-28 09:51:00,Mostly Cloudy,53.1,,-,81.0,,29.94,59.0,,3:51 AM,10.0,South,8.1,190.0
2013-01-28 10:51:00,Overcast,54.0,,-,80.0,,29.94,60.1,,4:51 AM,10.0,South,10.4,180.0
2013-01-28 11:51:00,Mostly Cloudy,54.0,,-,80.0,,29.92,60.1,,5:51 AM,10.0,SSW,10.4,200.0
2013-01-28 12:51:00,Overcast,54.0,,-,80.0,,29.95,60.1,,6:51 AM,10.0,South,8.1,190.0
2013-01-28 13:51:00,Mostly Cloudy,54.0,,-,80.0,,29.97,60.1,,7:51 AM,9.0,South,6.9,190.0
2013-01-28 13:56:00,Mostly Cloudy,53.6,,-,77.0,,29.97,60.8,,7:56 AM,10.0,South,8.1,190.0
2013-01-28 14:21:00,Light Rain,53.6,Rain,-,77.0,0.0,29.97,60.8,,8:21 AM,9.0,South,8.1,190.0
2013-01-28 14:51:00,Mostly Cloudy,55.0,,-,81.0,0.0,29.96,61.0,,8:51 AM,9.0,South,9.2,190.0
2013-01-28 15:51:00,Mostly Cloudy,55.9,,-,78.0,,29.97,63.0,,9:51 AM,9.0,SSW,9.2,200.0
2013-01-28 16:51:00,Mostly Cloudy,57.0,,-,75.0,,29.96,64.9,,10:51 AM,10.0,South,10.4,180.0
2013-01-28 17:51:00,Mostly Cloudy,57.0,,-,75.0,,29.95,64.9,,11:51 AM,9.0,South,10.4,180.0
2013-01-28 18:51:00,Mostly Cloudy,59.0,,-,68.0,,29.91,70.0,,12:51 PM,10.0,South,10.4,180.0
2013-01-28 19:51:00,Mostly Cloudy,59.0,,-,66.0,,29.88,71.1,,1:51 PM,10.0,South,8.1,190.0
2013-01-28 20:51:00,Mostly Cloudy,59.0,,-,64.0,,29.87,72.0,,2:51 PM,10.0,SSE,8.1,160.0
2013-01-28 21:51:00,Mostly Cloudy,57.9,,21.9,57.0,,29.86,73.9,,3:51 PM,10.0,SSW,15.0,210.0
2013-01-28 22:51:00,Mostly Cloudy,57.0,,-,61.0,,29.86,71.1,,4:51 PM,10.0,South,9.2,180.0
2013-01-28 23:51:00,Mostly Cloudy,57.9,,-,73.0,,29.87,66.9,,5:51 PM,10.0,ESE,11.5,120.0
2013-01-29 00:51:00,Scattered Clouds,57.9,,-,80.0,,29.88,64.0,,6:51 PM,9.0,SSE,13.8,150.0
2013-01-29 01:51:00,Mostly Cloudy,57.9,,-,84.0,,29.88,63.0,,7:51 PM,9.0,SSE,11.5,160.0
2013-01-29 02:51:00,Scattered Clouds,57.9,,-,84.0,,29.87,63.0,,8:51 PM,9.0,South,16.1,170.0
2013-01-29 03:51:00,Scattered Clouds,57.9,,-,84.0,,29.87,63.0,,9:51 PM,10.0,South,18.4,180.0
2013-01-29 04:51:00,Mostly Cloudy,57.9,,-,80.0,,29.86,64.0,,10:51 PM,10.0,South,13.8,170.0
2013-01-29 05:51:00,Scattered Clouds,59.0,,-,84.0,,29.84,64.0,,11:51 PM,10.0,South,18.4,180.0
2013-01-29 06:51:00,Mostly Cloudy,57.9,,23.0,80.0,,29.81,64.0,,12:51 AM,10.0,South,18.4,170.0
2013-01-29 07:51:00,Mostly Cloudy,57.9,,25.3,78.0,,29.79,64.9,,1:51 AM,10.0,South,16.1,170.0
2013-01-29 08:51:00,Mostly Cloudy,57.9,,21.9,75.0,,29.78,66.0,,2:51 AM,10.0,South,12.7,190.0
2013-01-29 09:51:00,Mostly Cloudy,57.9,,23.0,75.0,,29.76,66.0,,3:51 AM,10.0,South,15.0,180.0
2013-01-29 10:51:00,Overcast,57.9,,21.9,78.0,,29.75,64.9,,4:51 AM,10.0,South,13.8,190.0
2013-01-29 11:51:00,Overcast,57.9,,-,75.0,,29.75,66.0,,5:51 AM,9.0,South,11.5,190.0
2013-01-29 12:51:00,Overcast,57.2,,23.0,73.0,,29.75,66.2,,6:51 AM,10.0,South,12.7,180.0
2013-01-29 13:41:00,Overcast,57.2,,-,73.0,,29.75,66.2,,7:41 AM,10.0,South,9.2,180.0
2013-01-29 13:51:00,Overcast,57.9,,-,73.0,,29.73,66.9,,7:51 AM,10.0,South,12.7,190.0
2013-01-29 14:51:00,Overcast,57.9,,-,73.0,,29.72,66.9,,8:51 AM,9.0,South,17.3,170.0
2013-01-29 15:51:00,Overcast,57.9,,27.6,70.0,,29.7,68.0,,9:51 AM,9.0,South,13.8,180.0
2013-01-29 16:02:00,Overcast,57.2,,21.9,68.0,,29.72,68.0,,10:02 AM,10.0,South,17.3,180.0
2013-01-29 16:29:00,Overcast,57.2,,25.3,68.0,,29.71,68.0,,10:29 AM,10.0,South,18.4,180.0
2013-01-29 16:51:00,Overcast,57.9,,28.8,70.0,,29.68,68.0,,10:51 AM,10.0,South,19.6,190.0
2013-01-29 17:49:00,Light Rain,59.0,Rain,-,83.0,0.0,29.67,64.4,,11:49 AM,4.0,South,11.5,170.0
2013-01-29 17:51:00,Light Rain,59.0,Rain,-,81.0,0.0,29.65,64.9,,11:51 AM,3.0,SSE,9.2,160.0
2013-01-29 18:51:00,Light Rain,60.1,Rain,-,87.0,0.01,29.61,64.0,,12:51 PM,3.0,SSE,9.2,160.0
2013-01-29 18:57:00,Light Rain,60.8,Rain,-,88.0,0.0,29.61,64.4,,12:57 PM,5.0,South,10.4,170.0
2013-01-29 19:51:00,Overcast,59.0,,-,78.0,0.0,29.53,66.0,,1:51 PM,8.0,SSE,13.8,160.0
2013-01-29 20:51:00,Overcast,57.9,,25.3,73.0,0.0,29.51,66.9,,2:51 PM,10.0,South,15.0,170.0
2013-01-29 21:51:00,Overcast,57.9,,25.3,70.0,0.0,29.47,68.0,,3:51 PM,10.0,South,17.3,170.0
2013-01-29 22:33:00,Light Rain,55.4,Rain,35.7,73.0,0.0,29.51,64.4,,4:33 PM,8.0,WNW,25.3,290.0
2013-01-29 22:41:00,Heavy Thunderstorms and Rain,55.4,Rain-Thunderstorm,25.3,88.0,0.04,29.52,59.0,,4:41 PM,2.0,NW,20.7,310.0
2013-01-29 22:45:00,Heavy Thunderstorms and Rain,55.4,Rain-Thunderstorm,27.6,94.0,0.12,29.53,57.2,,4:45 PM,1.5,WNW,21.9,300.0
2013-01-29 22:51:00,Heavy Thunderstorms and Rain,55.0,Rain-Thunderstorm,27.6,90.0,0.2,29.52,57.9,,4:51 PM,2.0,NW,17.3,310.0
2013-01-29 23:06:00,Thunderstorms and Rain,53.6,Rain-Thunderstorm,25.3,88.0,0.08,29.52,57.2,,5:06 PM,2.0,NW,16.1,320.0
2013-01-29 23:35:00,Thunderstorms and Rain,53.6,Rain-Thunderstorm,-,94.0,0.2,29.56,55.4,,5:35 PM,2.5,NW,6.9,320.0
2013-01-29 23:45:00,Rain,53.6,Rain,-,94.0,0.25,29.54,55.4,,5:45 PM,3.0,NW,8.1,320.0
2013-01-29 23:51:00,Rain,53.1,Rain,-,90.0,0.28,29.52,55.9,,5:51 PM,3.0,North,8.1,350.0
2013-01-30 00:16:00,Light Rain,53.6,Rain,-,94.0,0.04,29.51,55.4,,6:16 PM,6.0,NE,11.5,40.0
2013-01-30 00:51:00,Rain,53.1,Rain,-,90.0,0.13,29.5,55.9,,6:51 PM,4.0,NE,6.9,40.0
2013-01-30 01:23:00,Rain,53.6,Rain,-,94.0,0.13,29.54,55.4,,7:23 PM,3.0,NW,5.8,310.0
2013-01-30 01:30:00,Rain,53.6,Rain,-,94.0,0.18,29.53,55.4,,7:30 PM,2.5,NW,6.9,320.0
2013-01-30 01:37:00,Thunderstorms and Rain,53.6,Rain-Thunderstorm,-,94.0,0.21,29.54,55.4,,7:37 PM,2.5,NNW,6.9,330.0
2013-01-30 01:51:00,Thunderstorms and Rain,53.1,Rain-Thunderstorm,-,93.0,0.29,29.52,55.0,,7:51 PM,2.5,NW,10.4,310.0
2013-01-30 02:51:00,Thunderstorms and Rain,52.0,Rain-Thunderstorm,-,89.0,0.25,29.54,55.0,,8:51 PM,2.5,WNW,3.5,300.0
2013-01-30 03:10:00,Light Thunderstorms and Rain,51.8,Rain-Thunderstorm,-,94.0,0.12,29.56,53.6,,9:10 PM,3.0,Calm,Calm,0.0
2013-01-30 03:34:00,Light Rain,53.6,Rain,-,100.0,0.18,29.53,53.6,,9:34 PM,3.0,Calm,Calm,0.0
2013-01-30 03:51:00,Light Rain,52.0,Rain,-,93.0,0.2,29.49,54.0,,9:51 PM,6.0,Calm,Calm,0.0
2013-01-30 04:51:00,Light Rain,52.0,Rain,-,93.0,0.05,29.46,54.0,,10:51 PM,7.0,ESE,6.9,110.0
2013-01-30 05:51:00,Light Rain,51.1,Rain,-,90.0,0.03,29.45,54.0,,11:51 PM,9.0,SE,10.4,140.0
2013-01-30 06:51:00,Light Rain,51.1,Rain,-,90.0,0.04,29.45,54.0,,12:51 AM,6.0,South,8.1,170.0
2013-01-30 07:43:00,Light Rain,51.8,Rain,-,94.0,0.03,29.48,53.6,,1:43 AM,9.0,SSW,11.5,210.0
2013-01-30 07:51:00,Light Rain,51.1,Rain,-,90.0,0.04,29.48,54.0,,1:51 AM,8.0,SSW,10.4,200.0
2013-01-30 08:49:00,Light Rain,50.0,Rain,-,88.0,0.02,29.44,53.6,,2:49 AM,10.0,SSW,5.8,200.0
2013-01-30 08:51:00,Light Rain,50.0,Rain,-,89.0,0.02,29.43,53.1,,2:51 AM,10.0,South,5.8,190.0
2013-01-30 09:51:00,Overcast,50.0,,-,89.0,0.0,29.37,53.1,,3:51 AM,10.0,SSE,10.4,160.0
2013-01-30 10:14:00,Overcast,50.0,,-,88.0,,29.39,53.6,,4:14 AM,10.0,South,13.8,180.0
2013-01-30 10:51:00,Overcast,48.9,,-,86.0,,29.39,53.1,,4:51 AM,10.0,South,13.8,170.0
2013-01-30 11:12:00,Mostly Cloudy,48.2,,21.9,82.0,,29.39,53.6,,5:12 AM,10.0,South,13.8,170.0
2013-01-30 11:24:00,Scattered Clouds,48.2,,-,88.0,,29.39,51.8,,5:24 AM,10.0,South,12.7,180.0
2013-01-30 11:51:00,Mostly Cloudy,48.0,,-,86.0,,29.39,52.0,,5:51 AM,10.0,South,10.4,190.0
2013-01-30 12:48:00,Overcast,48.2,,21.9,82.0,,29.39,53.6,,6:48 AM,10.0,SSW,12.7,210.0
2013-01-30 12:51:00,Overcast,48.0,,21.9,83.0,,29.38,53.1,,6:51 AM,10.0,SSW,12.7,210.0
2013-01-30 13:03:00,Overcast,46.4,,21.9,82.0,,29.39,51.8,,7:03 AM,10.0,SSW,11.5,210.0
2013-01-30 13:24:00,Light Rain,42.8,Rain,35.7,87.0,0.05,29.42,46.4,,7:24 AM,5.0,West,26.5,280.0
2013-01-30 13:51:00,Mostly Cloudy,39.9,,29.9,79.0,0.05,29.43,46.0,,7:51 AM,10.0,West,18.4,280.0
2013-01-30 14:02:00,Overcast,39.2,,27.6,81.0,,29.44,44.6,,8:02 AM,10.0,West,23.0,280.0
2013-01-30 14:14:00,Overcast,39.2,,27.6,81.0,,29.45,44.6,,8:14 AM,10.0,West,23.0,260.0
2013-01-30 14:51:00,Mostly Cloudy,37.0,,29.9,74.0,,29.45,45.0,,8:51 AM,10.0,West,24.2,280.0
2013-01-30 15:51:00,Mostly Cloudy,35.1,,27.6,71.0,0.0,29.47,44.1,,9:51 AM,10.0,West,18.4,270.0
2013-01-30 16:22:00,Mostly Cloudy,33.8,,31.1,66.0,,29.47,44.6,,10:22 AM,10.0,West,24.2,280.0
2013-01-30 16:51:00,Overcast,34.0,,32.2,71.0,0.0,29.48,43.0,,10:51 AM,10.0,West,24.2,280.0
2013-01-30 17:51:00,Light Rain,33.1,Rain,34.5,79.0,0.0,29.49,39.0,,11:51 AM,7.0,WNW,24.2,290.0
2013-01-30 18:51:00,Overcast,27.0,,39.1,70.0,0.0,29.54,36.0,,12:51 PM,10.0,WNW,20.7,300.0
2013-01-30 19:51:00,Overcast,25.0,,41.4,70.0,,29.57,34.0,,1:51 PM,10.0,West,29.9,280.0
2013-01-30 20:51:00,Light Snow,24.1,Snow,38.0,70.0,0.0,29.61,33.1,,2:51 PM,8.0,West,23.0,280.0
2013-01-30 21:21:00,Light Snow,24.8,Snow,31.1,70.0,0.0,29.62,33.8,,3:21 PM,9.0,WNW,21.9,290.0
2013-01-30 21:51:00,Light Snow,21.2,Snow,35.7,64.0,,29.65,32.0,,3:51 PM,9.0,WNW,19.6,300.0
2013-01-30 22:27:00,Overcast,21.2,,28.8,64.0,0.0,29.66,32.0,,4:27 PM,10.0,WNW,17.3,290.0
2013-01-30 22:51:00,Overcast,21.9,,33.4,66.0,0.0,29.69,32.0,,4:51 PM,10.0,WNW,19.6,300.0
2013-01-30 23:51:00,Overcast,19.9,,35.7,64.0,,29.73,30.9,,5:51 PM,10.0,NW,24.2,310.0
2013-01-31 00:51:00,Light Snow,18.0,Snow,36.8,61.0,0.0,29.78,30.0,,6:51 PM,9.0,WNW,24.2,300.0
2013-01-31 01:51:00,Light Snow,19.0,Snow,31.1,64.0,0.0,29.82,30.0,,7:51 PM,9.0,WNW,19.6,290.0
2013-01-31 02:20:00,Light Snow,17.6,Snow,29.9,60.0,0.0,29.82,30.2,,8:20 PM,8.0,West,21.9,280.0
2013-01-31 02:51:00,Light Snow,16.0,Snow,38.0,56.0,0.0,29.86,30.0,,8:51 PM,8.0,West,29.9,280.0
2013-01-31 03:40:00,Light Snow,19.4,Snow,31.1,69.0,0.0,29.87,28.4,,9:40 PM,4.0,West,23.0,270.0
2013-01-31 03:51:00,Light Snow,19.0,Snow,28.8,69.0,0.0,29.9,28.0,,9:51 PM,7.0,West,18.4,280.0
2013-01-31 04:51:00,Light Snow,15.8,Snow,31.1,59.0,,29.89,28.4,,10:51 PM,7.0,WNW,23.0,290.0
2013-01-31 05:51:00,Light Snow,17.1,Snow,23.0,66.0,0.0,29.95,27.0,,11:51 PM,7.0,WNW,12.7,300.0
2013-01-31 06:51:00,Light Snow,17.1,Snow,20.7,66.0,0.0,29.96,27.0,,12:51 AM,9.0,WNW,13.8,300.0
2013-01-31 07:51:00,Light Snow,14.0,Snow,31.1,56.0,0.0,29.98,28.0,,1:51 AM,9.0,West,25.3,280.0
2013-01-31 08:51:00,Light Snow,15.1,Snow,-,58.0,0.0,29.98,28.0,,2:51 AM,9.0,West,16.1,280.0
2013-01-31 08:58:00,Light Snow,15.8,Snow,-,59.0,0.0,29.94,28.4,,2:58 AM,9.0,West,16.1,270.0
2013-01-31 09:38:00,Light Snow,15.8,Snow,-,59.0,0.0,29.94,28.4,,3:38 AM,9.0,West,17.3,260.0
2013-01-31 09:51:00,Light Snow,14.0,Snow,25.3,56.0,0.0,29.97,28.0,,3:51 AM,9.0,West,18.4,280.0
2013-01-31 10:51:00,Mostly Cloudy,15.1,,24.2,58.0,0.0,29.97,28.0,,4:51 AM,10.0,West,17.3,260.0
2013-01-31 11:51:00,Mostly Cloudy,16.0,,-,61.0,,29.99,28.0,,5:51 AM,10.0,West,11.5,270.0
2013-01-31 12:51:00,Mostly Cloudy,15.1,,-,61.0,,30.01,27.0,,6:51 AM,10.0,West,11.5,260.0
2013-01-31 13:51:00,Mostly Cloudy,15.1,,-,58.0,,30.03,28.0,,7:51 AM,10.0,West,11.5,260.0
2013-01-31 14:51:00,Overcast,16.0,,19.6,58.0,,30.04,28.9,,8:51 AM,10.0,WSW,16.1,250.0
2013-01-31 15:51:00,Light Snow,17.1,Snow,24.2,59.0,0.0,30.07,30.0,,9:51 AM,10.0,West,18.4,260.0
2013-01-31 16:51:00,Mostly Cloudy,17.1,,25.3,54.0,0.0,30.07,32.0,,10:51 AM,10.0,West,18.4,260.0
2013-01-31 17:51:00,Overcast,18.0,,21.9,54.0,,30.05,33.1,,11:51 AM,10.0,West,18.4,260.0
2013-01-31 18:51:00,Overcast,18.0,,-,54.0,,30.04,33.1,,12:51 PM,10.0,West,20.7,280.0
2013-01-31 19:14:00,Light Snow,19.4,Snow,-,60.0,0.0,30.0,32.0,,1:14 PM,3.0,WNW,12.7,290.0
2013-01-31 19:18:00,Light Snow,21.2,Snow,-,64.0,0.0,30.0,32.0,,1:18 PM,2.0,WNW,11.5,300.0
2013-01-31 20:07:00,Light Snow,23.0,Snow,23.0,75.0,0.0,30.02,30.2,,2:07 PM,2.0,WNW,17.3,290.0
2013-01-31 20:51:00,Light Snow,18.0,Snow,32.2,61.0,0.0,30.09,30.0,,2:51 PM,3.0,WNW,20.7,300.0
2013-01-31 20:59:00,Light Snow,15.8,Snow,31.1,59.0,0.0,30.05,28.4,,2:59 PM,5.0,NW,23.0,310.0
2013-01-31 21:47:00,Overcast,8.6,,35.7,47.0,0.0,30.08,26.6,,3:47 PM,10.0,WNW,23.0,300.0
2013-01-31 21:51:00,Mostly Cloudy,9.0,,34.5,47.0,0.0,30.12,27.0,,3:51 PM,10.0,NW,26.5,310.0
2013-01-31 22:51:00,Mostly Cloudy,8.1,,34.5,53.0,,30.18,23.0,,4:51 PM,10.0,NW,26.5,310.0
2013-01-31 23:51:00,Scattered Clouds,6.1,,28.8,55.0,,30.22,19.9,,5:51 PM,10.0,WNW,17.3,300.0
2013-02-01 00:51:00,Scattered Clouds,3.9,,29.9,52.0,,30.27,19.0,,6:51 PM,10.0,WNW,20.7,290.0
2013-02-01 01:51:00,Mostly Cloudy,3.0,,31.1,50.0,,30.3,19.0,,7:51 PM,10.0,WNW,21.9,300.0
2013-02-01 02:51:00,Scattered Clouds,1.0,,32.2,50.0,,30.34,17.1,,8:51 PM,10.0,WNW,19.6,300.0
2013-02-01 03:51:00,Partly Cloudy,-0.9,,28.8,52.0,,30.38,14.0,,9:51 PM,10.0,NW,18.4,310.0
2013-02-01 04:51:00,Partly Cloudy,-0.9,,29.9,54.0,,30.4,12.9,,10:51 PM,10.0,WNW,18.4,300.0
2013-02-01 05:51:00,Partly Cloudy,-2.0,,31.1,53.0,,30.42,12.0,,11:51 PM,10.0,WNW,18.4,300.0
2013-02-01 06:51:00,Clear,-2.9,,31.1,51.0,,30.44,12.0,,12:51 AM,10.0,WNW,21.9,290.0
2013-02-01 07:51:00,Partly Cloudy,-0.9,,26.5,56.0,,30.46,12.0,,1:51 AM,10.0,WNW,18.4,290.0
2013-02-01 08:51:00,Clear,-2.0,,21.9,56.0,,30.46,10.9,,2:51 AM,10.0,NW,13.8,310.0
2013-02-01 09:51:00,Clear,-2.0,,-,58.0,,30.46,10.0,,3:51 AM,10.0,NW,8.1,310.0
2013-02-01 10:51:00,Clear,-0.9,,-,61.0,,30.48,10.0,,4:51 AM,10.0,WNW,8.1,300.0
2013-02-01 11:51:00,Clear,-0.9,,-,61.0,,30.5,10.0,,5:51 AM,10.0,WNW,11.5,290.0
2013-02-01 12:51:00,Clear,-0.9,,-,64.0,,30.51,9.0,,6:51 AM,10.0,WNW,4.6,290.0
2013-02-01 13:51:00,Partly Cloudy,-0.9,,-,59.0,,30.52,10.9,,7:51 AM,10.0,West,9.2,270.0
2013-02-01 14:51:00,Partly Cloudy,-0.0,,-,56.0,,30.55,12.9,,8:51 AM,10.0,SW,6.9,230.0
2013-02-01 15:51:00,Partly Cloudy,-0.0,,-,51.0,,30.55,15.1,,9:51 AM,10.0,SW,5.8,230.0
2013-02-01 16:51:00,Scattered Clouds,-0.9,,-,42.0,,30.53,19.0,,10:51 AM,10.0,WSW,6.9,250.0
2013-02-01 17:51:00,Partly Cloudy,-0.0,,-,40.0,,30.52,21.0,,11:51 AM,10.0,West,5.8,260.0
2013-02-01 18:51:00,Partly Cloudy,3.0,,18.4,40.0,,30.49,24.1,,12:51 PM,10.0,West,11.5,270.0
2013-02-01 19:51:00,Scattered Clouds,1.9,,-,37.0,,30.45,25.0,,1:51 PM,10.0,Calm,Calm,0.0
2013-02-01 20:51:00,Mostly Cloudy,1.9,,-,34.0,,30.42,27.0,,2:51 PM,10.0,WSW,6.9,240.0
2013-02-01 21:51:00,Mostly Cloudy,3.0,,-,34.0,,30.41,28.0,,3:51 PM,10.0,SW,10.4,220.0
2013-02-01 22:51:00,Mostly Cloudy,3.0,,-,34.0,,30.4,28.0,,4:51 PM,10.0,SW,9.2,220.0
2013-02-01 23:51:00,Overcast,3.0,,-,34.0,,30.38,28.0,,5:51 PM,10.0,SSW,5.8,210.0
2013-02-02 00:51:00,Overcast,3.0,,-,33.0,,30.37,28.9,,6:51 PM,10.0,South,4.6,170.0
2013-02-02 01:51:00,Overcast,5.0,,-,37.0,,30.29,28.4,,7:51 PM,10.0,SE,6.9,140.0
2013-02-02 02:51:00,Overcast,6.1,,-,38.0,,30.32,28.9,,8:51 PM,10.0,South,9.2,170.0
2013-02-02 03:51:00,Overcast,9.0,,-,41.0,,30.31,30.0,,9:51 PM,10.0,South,8.1,170.0
2013-02-02 04:51:00,Overcast,9.0,,-,41.0,,30.29,30.0,,10:51 PM,10.0,South,9.2,170.0
2013-02-02 05:51:00,Overcast,8.1,,-,40.0,,30.27,30.0,,11:51 PM,10.0,South,10.4,180.0
2013-02-02 06:51:00,Overcast,9.0,,-,41.0,,30.24,30.0,,12:51 AM,10.0,South,10.4,190.0
2013-02-02 07:51:00,Overcast,9.0,,-,41.0,,30.21,30.0,,1:51 AM,10.0,South,11.5,190.0
2013-02-02 08:51:00,Overcast,9.0,,-,41.0,,30.19,30.0,,2:51 AM,10.0,South,10.4,190.0
2013-02-02 09:51:00,Mostly Cloudy,8.1,,-,40.0,,30.17,30.0,,3:51 AM,10.0,SSW,6.9,210.0
2013-02-02 10:51:00,Mostly Cloudy,9.0,,-,40.0,,30.16,30.9,,4:51 AM,10.0,SW,8.1,220.0
2013-02-02 11:51:00,Overcast,10.9,,-,43.0,,30.14,30.9,,5:51 AM,10.0,SW,6.9,230.0
2013-02-02 12:51:00,Overcast,12.9,,-,45.0,,30.14,32.0,,6:51 AM,10.0,WSW,6.9,240.0
2013-02-02 13:51:00,Overcast,14.0,,-,46.0,,30.13,33.1,,7:51 AM,10.0,WSW,8.1,240.0
2013-02-02 14:51:00,Overcast,16.0,,-,48.0,,30.13,34.0,,8:51 AM,10.0,West,13.8,270.0
2013-02-02 15:51:00,Mostly Cloudy,17.1,,23.0,44.0,,30.12,37.0,,9:51 AM,10.0,West,15.0,270.0
2013-02-02 16:51:00,Mostly Cloudy,19.0,,27.6,48.0,,30.13,37.0,,10:51 AM,10.0,WNW,20.7,290.0
2013-02-02 17:51:00,Mostly Cloudy,19.0,,25.3,43.0,,30.12,39.9,,11:51 AM,10.0,WNW,17.3,300.0
2013-02-02 18:51:00,Mostly Cloudy,19.9,,25.3,41.0,,30.11,42.1,,12:51 PM,10.0,WNW,16.1,290.0
2013-02-02 19:51:00,Mostly Cloudy,23.0,,25.3,42.0,,30.1,45.0,,1:51 PM,10.0,NW,17.3,310.0
2013-02-02 20:51:00,Mostly Cloudy,23.0,,27.6,49.0,,30.11,41.0,,2:51 PM,10.0,WNW,19.6,290.0
2013-02-02 21:51:00,Mostly Cloudy,24.1,,21.9,53.0,,30.13,39.9,,3:51 PM,10.0,NW,16.1,310.0
2013-02-02 22:51:00,Mostly Cloudy,24.1,,25.3,55.0,,30.14,39.0,,4:51 PM,10.0,WNW,19.6,290.0
2013-02-02 23:51:00,Mostly Cloudy,23.0,,-,59.0,,30.17,36.0,,5:51 PM,10.0,WNW,17.3,290.0
2013-02-03 00:51:00,Overcast,23.0,,-,61.0,,30.16,35.1,,6:51 PM,10.0,WNW,8.1,300.0
2013-02-03 01:51:00,Mostly Cloudy,23.0,,-,66.0,,30.17,33.1,,7:51 PM,10.0,WNW,5.8,300.0
2013-02-03 02:51:00,Overcast,24.1,,-,67.0,,30.14,34.0,,8:51 PM,10.0,WNW,5.8,290.0
2013-02-03 03:49:00,Light Snow,24.8,Snow,-,70.0,0.0,30.1,33.8,,9:49 PM,3.0,NW,8.1,310.0
2013-02-03 03:51:00,Light Snow,25.0,Snow,-,70.0,0.0,30.13,34.0,,9:51 PM,2.5,WNW,6.9,300.0
2013-02-03 03:53:00,Light Snow,26.6,Snow,-,75.0,0.0,30.1,33.8,,9:53 PM,1.5,NW,6.9,310.0
2013-02-03 04:06:00,Light Snow,26.6,Snow,-,80.0,0.01,30.1,32.0,,10:06 PM,2.5,NW,5.8,310.0
2013-02-03 04:17:00,Light Snow,28.4,Snow,-,87.0,0.01,30.1,32.0,,10:17 PM,1.2,WNW,4.6,300.0
2013-02-03 04:26:00,Light Snow,28.4,Snow,-,87.0,0.01,30.09,32.0,,10:26 PM,3.0,WNW,5.8,290.0
2013-02-03 04:38:00,Light Snow,28.4,Snow,-,87.0,0.02,30.09,32.0,,10:38 PM,1.5,WNW,3.5,300.0
2013-02-03 04:45:00,Light Snow,28.4,Snow,-,87.0,0.03,30.09,32.0,,10:45 PM,0.8,Calm,Calm,0.0
2013-02-03 04:51:00,Light Snow,28.0,Snow,-,85.0,0.04,30.11,32.0,,10:51 PM,0.8,Calm,Calm,0.0
2013-02-03 04:53:00,Snow,28.4,Fog-Snow,-,93.0,0.0,30.08,30.2,,10:53 PM,0.5,Calm,Calm,0.0
2013-02-03 05:01:00,Light Snow,28.4,Snow,-,93.0,0.02,30.08,30.2,,11:01 PM,1.2,Calm,Calm,0.0
2013-02-03 05:16:00,Light Snow,28.4,Snow,-,93.0,0.02,30.07,30.2,,11:16 PM,1.2,Calm,Calm,0.0
2013-02-03 05:33:00,Snow,28.4,Fog-Snow,-,93.0,0.03,30.07,30.2,,11:33 PM,0.5,Calm,Calm,0.0
2013-02-03 05:41:00,Snow,28.4,Fog-Snow,-,93.0,0.05,30.06,30.2,,11:41 PM,0.5,Calm,Calm,0.0
2013-02-03 05:51:00,Snow,28.0,Fog-Snow,-,89.0,0.08,30.09,30.9,,11:51 PM,0.5,Calm,Calm,0.0
2013-02-03 06:16:00,Heavy Snow,28.4,Fog-Snow,-,93.0,0.06,30.06,30.2,,12:16 AM,0.2,Calm,Calm,0.0
2013-02-03 06:40:00,Light Snow,28.4,Snow,-,87.0,0.14,30.04,32.0,,12:40 AM,0.8,South,3.5,190.0
2013-02-03 06:51:00,Light Snow,28.9,Snow,-,88.0,0.14,30.06,32.0,,12:51 AM,3.0,SSW,3.5,210.0
2013-02-03 07:02:00,Light Snow,28.4,Snow,-,87.0,0.0,30.03,32.0,,1:02 AM,5.0,Calm,Calm,0.0
2013-02-03 07:14:00,Overcast,28.4,,-,87.0,0.0,30.03,32.0,,1:14 AM,5.0,Calm,Calm,0.0
2013-02-03 07:48:00,Overcast,28.4,,-,93.0,0.0,30.03,30.2,,1:48 AM,5.0,Calm,Calm,0.0
2013-02-03 07:51:00,Overcast,28.0,,-,89.0,0.0,30.05,30.9,,1:51 AM,5.0,Calm,Calm,0.0
2013-02-03 08:14:00,Overcast,26.6,,-,93.0,,30.03,28.4,,2:14 AM,3.0,Calm,Calm,0.0
2013-02-03 08:49:00,Overcast,26.6,,-,86.0,,30.03,30.2,,2:49 AM,4.0,SW,4.6,230.0
2013-02-03 08:51:00,Overcast,27.0,,-,88.0,,30.05,30.0,,2:51 AM,4.0,SW,4.6,230.0
2013-02-03 09:26:00,Mostly Cloudy,26.6,,-,86.0,,30.02,30.2,,3:26 AM,5.0,WSW,8.1,250.0
2013-02-03 09:51:00,Mostly Cloudy,26.1,,-,89.0,,30.05,28.9,,3:51 AM,6.0,West,9.2,260.0
2013-02-03 10:51:00,Mostly Cloudy,26.1,,-,82.0,,30.06,30.9,,4:51 AM,9.0,West,10.4,280.0
2013-02-03 11:51:00,Mostly Cloudy,27.0,,-,78.0,,30.07,33.1,,5:51 AM,9.0,WNW,13.8,290.0
2013-02-03 12:51:00,Scattered Clouds,24.1,,-,76.0,,30.09,30.9,,6:51 AM,10.0,WNW,13.8,290.0
2013-02-03 13:51:00,Scattered Clouds,24.1,,24.2,76.0,,30.12,30.9,,7:51 AM,10.0,WNW,13.8,290.0
2013-02-03 14:51:00,Mostly Cloudy,21.9,,29.9,72.0,,30.14,30.0,,8:51 AM,10.0,WNW,24.2,290.0
2013-02-03 15:51:00,Overcast,21.0,,27.6,69.0,,30.18,30.0,,9:51 AM,10.0,WNW,19.6,290.0
2013-02-03 16:51:00,Mostly Cloudy,18.0,,26.5,61.0,,30.22,30.0,,10:51 AM,10.0,NW,17.3,310.0
2013-02-03 17:51:00,Partly Cloudy,16.0,,26.5,54.0,,30.22,30.9,,11:51 AM,10.0,NW,17.3,320.0
2013-02-03 18:51:00,Partly Cloudy,16.0,,25.3,50.0,,30.22,33.1,,12:51 PM,10.0,WNW,17.3,300.0
2013-02-03 19:51:00,Clear,17.6,,-,52.0,,30.17,33.8,,1:51 PM,10.0,WNW,11.5,290.0
2013-02-03 20:51:00,Clear,17.1,,-,52.0,,30.2,33.1,,2:51 PM,10.0,WNW,8.1,290.0
2013-02-03 21:51:00,Partly Cloudy,15.1,,-,48.0,,30.19,33.1,,3:51 PM,10.0,West,5.8,280.0
2013-02-03 22:51:00,Partly Cloudy,15.1,,-,50.0,,30.18,32.0,,4:51 PM,10.0,WNW,5.8,300.0
2013-02-03 23:51:00,Partly Cloudy,15.1,,-,54.0,,30.16,30.0,,5:51 PM,10.0,Calm,Calm,0.0
2013-02-04 00:51:00,Partly Cloudy,14.0,,-,58.0,,30.16,27.0,,6:51 PM,10.0,ESE,5.8,120.0
2013-02-04 01:51:00,Partly Cloudy,15.1,,-,61.0,,30.14,27.0,,7:51 PM,10.0,ESE,8.1,120.0
2013-02-04 02:51:00,Scattered Clouds,15.1,,-,54.0,,30.12,30.0,,8:51 PM,10.0,SE,8.1,130.0
2013-02-04 03:51:00,Mostly Cloudy,15.1,,-,54.0,,30.09,30.0,,9:51 PM,10.0,SE,10.4,140.0
2013-02-04 04:51:00,Mostly Cloudy,17.1,,-,59.0,,30.06,30.0,,10:51 PM,10.0,SE,11.5,130.0
2013-02-04 05:51:00,Mostly Cloudy,17.6,,-,64.0,,30.01,28.4,,11:51 PM,10.0,ESE,6.9,110.0
2013-02-04 06:51:00,Mostly Cloudy,18.0,,-,69.0,,30.02,27.0,,12:51 AM,10.0,SE,6.9,130.0
2013-02-04 07:51:00,Overcast,19.0,,-,69.0,,29.99,28.0,,1:51 AM,10.0,ESE,8.1,120.0
2013-02-04 08:51:00,Overcast,21.0,,-,72.0,,29.97,28.9,,2:51 AM,10.0,ESE,8.1,120.0
2013-02-04 10:51:00,Overcast,21.2,,-,69.0,,29.87,30.2,,4:51 AM,10.0,ESE,8.1,110.0
2013-02-04 11:51:00,Overcast,23.0,,-,61.0,,29.88,35.1,,5:51 AM,10.0,SE,5.8,130.0
2013-02-04 12:51:00,Overcast,23.0,,-,57.0,,29.87,37.0,,6:51 AM,10.0,SE,8.1,140.0
2013-02-04 13:51:00,Mostly Cloudy,24.1,,-,59.0,,29.87,37.0,,7:51 AM,10.0,North,4.6,360.0
2013-02-04 14:51:00,Overcast,26.1,,-,67.0,,29.88,36.0,,8:51 AM,10.0,ESE,3.5,120.0
2013-02-04 15:51:00,Mostly Cloudy,25.0,,-,49.0,,29.86,43.0,,9:51 AM,10.0,South,3.5,190.0
2013-02-04 16:51:00,Mostly Cloudy,27.0,,-,44.0,,29.85,48.0,,10:51 AM,10.0,SSW,8.1,210.0
2013-02-04 17:51:00,Partly Cloudy,30.0,,-,38.0,,29.83,55.0,,11:51 AM,10.0,West,10.4,260.0
2013-02-04 18:51:00,Scattered Clouds,32.0,,-,39.0,,29.82,57.0,,12:51 PM,10.0,West,11.5,280.0
2013-02-04 19:08:00,Scattered Clouds,32.0,,-,44.0,,29.8,53.6,,1:08 PM,10.0,NNW,13.8,330.0
2013-02-04 19:51:00,Scattered Clouds,33.1,,-,43.0,,29.81,55.0,,1:51 PM,10.0,NW,12.7,320.0
2013-02-04 20:51:00,Partly Cloudy,33.1,,-,47.0,,29.82,53.1,,2:51 PM,10.0,NNW,17.3,330.0
2013-02-04 21:51:00,Scattered Clouds,30.9,,23.0,48.0,,29.85,50.0,,3:51 PM,10.0,NW,15.0,320.0
2013-02-04 22:51:00,Scattered Clouds,30.9,,-,54.0,,29.87,46.9,,4:51 PM,10.0,NW,10.4,320.0
2013-02-04 23:51:00,Partly Cloudy,28.9,,-,62.0,,29.91,41.0,,5:51 PM,10.0,NNW,11.5,340.0
2013-02-05 00:51:00,Scattered Clouds,27.0,,-,65.0,,29.94,37.9,,6:51 PM,10.0,NNW,9.2,340.0
2013-02-05 01:51:00,Mostly Cloudy,25.0,,21.9,70.0,,29.97,34.0,,7:51 PM,10.0,North,15.0,360.0
2013-02-05 02:51:00,Mostly Cloudy,25.0,,-,75.0,,30.0,32.0,,8:51 PM,8.0,NNE,10.4,20.0
2013-02-05 03:15:00,Mostly Cloudy,24.8,,-,75.0,,30.0,32.0,,9:15 PM,8.0,North,9.2,350.0
2013-02-05 03:33:00,Mostly Cloudy,24.8,,-,75.0,,29.98,32.0,,9:33 PM,8.0,NE,6.9,40.0
2013-02-05 03:51:00,Mostly Cloudy,24.1,,-,76.0,,30.0,30.9,,9:51 PM,8.0,NNE,5.8,20.0
2013-02-05 04:22:00,Mostly Cloudy,24.8,,-,80.0,,29.99,30.2,,10:22 PM,8.0,NNE,5.8,20.0
2013-02-05 04:51:00,Mostly Cloudy,24.1,,-,76.0,,29.99,30.9,,10:51 PM,8.0,NE,4.6,40.0
2013-02-05 05:51:00,Mostly Cloudy,24.1,,-,76.0,,30.0,30.9,,11:51 PM,7.0,North,6.9,10.0
2013-02-05 06:51:00,Overcast,24.1,,-,76.0,,29.97,30.9,,12:51 AM,8.0,Calm,Calm,0.0
2013-02-05 07:51:00,Overcast,24.1,,-,76.0,,29.98,30.9,,1:51 AM,7.0,Calm,Calm,0.0
2013-02-05 08:51:00,Mostly Cloudy,24.1,,-,79.0,,29.97,30.0,,2:51 AM,7.0,NW,4.6,310.0
2013-02-05 09:51:00,Overcast,24.1,,-,79.0,,29.97,30.0,,3:51 AM,7.0,Calm,Calm,0.0
2013-02-05 10:51:00,Overcast,24.1,,-,79.0,,29.98,30.0,,4:51 AM,7.0,Calm,Calm,0.0
2013-02-05 11:27:00,Overcast,24.8,,-,80.0,,29.96,30.2,,5:27 AM,7.0,Calm,Calm,0.0
2013-02-05 11:51:00,Overcast,24.1,,-,79.0,,29.98,30.0,,5:51 AM,7.0,SSW,3.5,210.0
2013-02-05 12:51:00,Haze,25.0,,-,79.0,,29.97,30.9,,6:51 AM,6.0,South,4.6,180.0
2013-02-05 13:51:00,Haze,25.0,,-,79.0,,29.98,30.9,,7:51 AM,6.0,South,5.8,180.0
2013-02-05 14:51:00,Haze,26.1,,-,73.0,,29.99,34.0,,8:51 AM,5.0,South,6.9,190.0
2013-02-05 15:51:00,Haze,27.0,,-,67.0,,29.99,37.0,,9:51 AM,6.0,SSW,8.1,200.0
2013-02-05 16:51:00,Mostly Cloudy,28.9,,-,58.0,,29.96,43.0,,10:51 AM,8.0,SW,11.5,220.0
2013-02-05 17:51:00,Mostly Cloudy,28.9,,-,50.0,,29.95,46.9,,11:51 AM,9.0,WSW,12.7,250.0
2013-02-05 18:51:00,Mostly Cloudy,30.9,,-,46.0,,29.92,51.1,,12:51 PM,10.0,WSW,12.7,250.0
2013-02-05 19:51:00,Partly Cloudy,32.0,,-,42.0,,29.92,55.0,,1:51 PM,10.0,West,13.8,270.0
2013-02-05 20:51:00,Partly Cloudy,30.9,,24.2,39.0,,29.93,55.9,,2:51 PM,10.0,West,16.1,280.0
2013-02-05 21:51:00,Partly Cloudy,32.0,,23.0,40.0,,29.95,55.9,,3:51 PM,10.0,WNW,16.1,300.0
2013-02-05 22:51:00,Clear,30.9,,21.9,45.0,,29.98,52.0,,4:51 PM,10.0,NW,13.8,310.0
2013-02-05 23:51:00,Clear,30.9,,-,52.0,,30.01,48.0,,5:51 PM,10.0,WNW,8.1,300.0
2013-02-06 00:51:00,Clear,30.9,,-,58.0,,30.04,45.0,,6:51 PM,10.0,NW,6.9,310.0
2013-02-06 01:51:00,Clear,30.9,,-,65.0,,30.07,42.1,,7:51 PM,10.0,NW,5.8,320.0
2013-02-06 02:51:00,Clear,30.0,,-,62.0,,30.11,42.1,,8:51 PM,10.0,North,9.2,360.0
2013-02-06 03:51:00,Clear,30.0,,-,68.0,,30.14,39.9,,9:51 PM,10.0,NNE,8.1,20.0
2013-02-06 04:51:00,Clear,28.0,,-,73.0,,30.15,36.0,,10:51 PM,10.0,North,4.6,350.0
2013-02-06 05:51:00,Clear,28.0,,-,76.0,,30.17,35.1,,11:51 PM,10.0,Calm,Calm,0.0
2013-02-06 06:51:00,Clear,26.1,,-,79.0,,30.17,32.0,,12:51 AM,10.0,Calm,Calm,0.0
2013-02-06 07:51:00,Clear,25.0,,-,82.0,,30.18,30.0,,1:51 AM,10.0,North,3.5,10.0
2013-02-06 08:51:00,Clear,27.0,,-,82.0,,30.17,32.0,,2:51 AM,9.0,NE,5.8,40.0
2013-02-06 09:51:00,Clear,25.0,,-,79.0,,30.18,30.9,,3:51 AM,9.0,Calm,Calm,0.0
2013-02-06 10:51:00,Clear,25.0,,-,82.0,,30.2,30.0,,4:51 AM,9.0,Calm,Calm,0.0
2013-02-06 11:51:00,Clear,24.1,,-,82.0,,30.21,28.9,,5:51 AM,8.0,Calm,Calm,0.0
2013-02-06 12:51:00,Partly Cloudy,25.0,,-,82.0,,30.22,30.0,,6:51 AM,8.0,SSE,5.8,160.0
2013-02-06 13:51:00,Clear,27.0,,-,82.0,,30.22,32.0,,7:51 AM,7.0,ESE,3.5,120.0
2013-02-06 14:51:00,Partly Cloudy,30.0,,-,70.0,,30.24,39.0,,8:51 AM,8.0,SE,6.9,140.0
2013-02-06 15:51:00,Clear,28.9,,-,62.0,,30.26,41.0,,9:51 AM,8.0,SE,10.4,130.0
2013-02-06 16:51:00,Clear,28.0,,-,53.0,,30.27,44.1,,10:51 AM,9.0,SSE,11.5,150.0
2013-02-06 17:51:00,Partly Cloudy,28.0,,-,48.0,,30.25,46.9,,11:51 AM,10.0,SSE,8.1,160.0
2013-02-06 18:51:00,Clear,28.0,,-,44.0,,30.2,48.9,,12:51 PM,10.0,Variable,4.6,0.0
2013-02-06 19:51:00,Partly Cloudy,28.0,,-,43.0,,30.17,50.0,,1:51 PM,10.0,ESE,12.7,120.0
2013-02-06 20:51:00,Scattered Clouds,28.0,,-,41.0,,30.14,51.1,,2:51 PM,10.0,SE,13.8,130.0
2013-02-06 21:51:00,Scattered Clouds,28.9,,-,41.0,,30.14,52.0,,3:51 PM,10.0,SSE,11.5,160.0
2013-02-06 22:51:00,Scattered Clouds,28.9,,-,44.0,,30.13,50.0,,4:51 PM,10.0,SSE,9.2,150.0
2013-02-06 23:51:00,Mostly Cloudy,30.9,,-,52.0,,30.13,48.0,,5:51 PM,10.0,SE,12.7,130.0
2013-02-07 00:51:00,Mostly Cloudy,30.0,,-,56.0,,30.12,45.0,,6:51 PM,10.0,ESE,12.7,120.0
2013-02-07 01:51:00,Mostly Cloudy,28.9,,-,51.0,,30.1,46.0,,7:51 PM,10.0,SE,15.0,140.0
2013-02-07 02:51:00,Mostly Cloudy,30.0,,-,56.0,,30.1,45.0,,8:51 PM,10.0,SSE,13.8,150.0
2013-02-07 03:51:00,Mostly Cloudy,30.0,,-,58.0,,30.1,44.1,,9:51 PM,10.0,SE,9.2,140.0
2013-02-07 04:51:00,Mostly Cloudy,30.0,,-,60.0,,30.09,43.0,,10:51 PM,10.0,SE,9.2,140.0
2013-02-07 05:51:00,Mostly Cloudy,30.0,,-,68.0,,30.08,39.9,,11:51 PM,10.0,ESE,5.8,120.0
2013-02-07 06:51:00,Mostly Cloudy,30.9,,-,73.0,,30.07,39.0,,12:51 AM,10.0,ESE,9.2,120.0
2013-02-07 07:51:00,Scattered Clouds,30.0,,-,76.0,,30.06,37.0,,1:51 AM,10.0,ESE,6.9,110.0
2013-02-07 08:51:00,Mostly Cloudy,30.9,,-,76.0,,30.05,37.9,,2:51 AM,9.0,SE,9.2,130.0
2013-02-07 09:51:00,Scattered Clouds,30.0,,-,68.0,,30.01,39.9,,3:51 AM,10.0,SE,11.5,140.0
2013-02-07 10:51:00,Mostly Cloudy,30.0,,-,65.0,,30.0,41.0,,4:51 AM,10.0,SSE,8.1,150.0
2013-02-07 11:51:00,Mostly Cloudy,30.0,,-,70.0,,30.0,39.0,,5:51 AM,10.0,ESE,8.1,120.0
2013-02-07 12:51:00,Mostly Cloudy,28.9,,-,65.0,,29.99,39.9,,6:51 AM,9.0,SE,11.5,140.0
2013-02-07 13:51:00,Mostly Cloudy,30.0,,-,62.0,0.0,29.99,42.1,,7:51 AM,9.0,SSE,9.2,150.0
2013-02-07 14:51:00,Mostly Cloudy,33.1,,-,65.0,0.02,29.98,44.1,,8:51 AM,9.0,SSE,9.2,150.0
2013-02-07 15:51:00,Overcast,33.1,,-,61.0,,29.98,46.0,,9:51 AM,9.0,Variable,4.6,0.0
2013-02-07 16:51:00,Overcast,36.0,,-,68.0,0.01,29.97,46.0,,10:51 AM,10.0,SE,3.5,140.0
2013-02-07 17:51:00,Overcast,37.0,,-,68.0,,29.94,46.9,,11:51 AM,10.0,Calm,Calm,0.0
2013-02-07 18:51:00,Overcast,37.9,,-,61.0,,29.9,51.1,,12:51 PM,10.0,Calm,Calm,0.0
2013-02-07 19:51:00,Light Rain,39.9,Rain,-,71.0,0.01,29.89,48.9,,1:51 PM,8.0,NNW,5.8,330.0
2013-02-07 20:06:00,Light Rain,39.2,Rain,-,71.0,0.0,29.87,48.2,,2:06 PM,8.0,NW,6.9,320.0
2013-02-07 20:37:00,Rain,41.0,Rain,-,81.0,0.05,29.88,46.4,,2:37 PM,3.0,WNW,6.9,300.0
2013-02-07 20:51:00,Light Rain,42.1,Rain,-,86.0,0.07,29.9,46.0,,2:51 PM,3.0,WNW,6.9,300.0
2013-02-07 21:51:00,Light Rain,44.1,Rain,-,90.0,0.08,29.89,46.9,,3:51 PM,3.0,West,3.5,280.0
2013-02-07 21:57:00,Light Rain,44.6,Rain,-,87.0,0.01,29.87,48.2,,3:57 PM,3.0,Calm,Calm,0.0
2013-02-07 22:10:00,Light Rain,44.6,Rain,-,87.0,0.01,29.87,48.2,,4:10 PM,4.0,West,3.5,280.0
2013-02-07 22:29:00,Light Rain,44.6,Rain,-,87.0,0.01,29.87,48.2,,4:29 PM,3.0,Calm,Calm,0.0
2013-02-07 22:51:00,Light Rain,45.0,Rain,-,93.0,0.03,29.9,46.9,,4:51 PM,3.0,WNW,4.6,290.0
2013-02-07 23:11:00,Light Rain,44.6,Rain,-,93.0,0.0,29.89,46.4,,5:11 PM,3.0,West,6.9,280.0
2013-02-07 23:29:00,Light Rain,44.6,Rain,-,93.0,0.0,29.9,46.4,,5:29 PM,3.0,WNW,5.8,300.0
2013-02-07 23:34:00,Light Rain,44.6,Rain,-,93.0,0.01,29.9,46.4,,5:34 PM,3.0,WNW,6.9,300.0
2013-02-07 23:51:00,Overcast,44.1,,-,90.0,0.01,29.93,46.9,,5:51 PM,3.0,WNW,6.9,300.0
2013-02-08 00:51:00,Overcast,44.1,,-,90.0,,29.94,46.9,,6:51 PM,3.0,NW,12.7,310.0
2013-02-08 01:41:00,Overcast,41.0,,27.6,87.0,,29.95,44.6,,7:41 PM,5.0,NNW,19.6,330.0
2013-02-08 01:51:00,Overcast,39.9,,26.5,82.0,,29.97,45.0,,7:51 PM,7.0,NNW,16.1,330.0
2013-02-08 02:51:00,Overcast,39.0,,20.7,82.0,,29.99,44.1,,8:51 PM,7.0,NW,13.8,320.0
2013-02-08 03:51:00,Overcast,37.9,,27.6,85.0,,30.03,42.1,,9:51 PM,7.0,NW,21.9,310.0
2013-02-08 04:38:00,Mostly Cloudy,37.4,,-,87.0,,30.03,41.0,,10:38 PM,5.0,NW,11.5,310.0
2013-02-08 04:51:00,Mostly Cloudy,37.0,,-,86.0,,30.05,41.0,,10:51 PM,5.0,NW,11.5,310.0
2013-02-08 05:17:00,Overcast,35.6,,-,87.0,,30.05,39.2,,11:17 PM,3.0,NW,13.8,310.0
2013-02-08 05:51:00,Overcast,35.1,,20.7,86.0,,30.07,39.0,,11:51 PM,3.0,NW,15.0,310.0
2013-02-08 06:09:00,Overcast,35.6,,-,87.0,,30.06,39.2,,12:09 AM,4.0,NW,12.7,310.0
2013-02-08 06:51:00,Overcast,34.0,,23.0,86.0,,30.08,37.9,,12:51 AM,3.0,NW,16.1,320.0
2013-02-08 07:51:00,Overcast,33.1,,21.9,86.0,,30.12,37.0,,1:51 AM,3.0,NW,16.1,320.0
2013-02-08 08:09:00,Overcast,33.8,,-,87.0,,30.1,37.4,,2:09 AM,2.5,NW,13.8,310.0
2013-02-08 08:51:00,Overcast,32.0,,24.2,86.0,,30.13,36.0,,2:51 AM,2.5,NW,16.1,320.0
2013-02-08 09:51:00,Overcast,32.0,,-,86.0,,30.15,36.0,,3:51 AM,2.5,NW,12.7,320.0
2013-02-08 10:18:00,Haze,30.2,,23.0,81.0,,30.15,35.6,,4:18 AM,4.0,NNW,17.3,330.0
2013-02-08 10:51:00,Haze,30.0,,21.9,82.0,,30.19,35.1,,4:51 AM,4.0,North,15.0,360.0
2013-02-08 11:26:00,Haze,30.2,,-,81.0,,30.19,35.6,,5:26 AM,5.0,North,16.1,350.0
2013-02-08 11:51:00,Haze,30.0,,-,82.0,,30.22,35.1,,5:51 AM,6.0,North,10.4,350.0
2013-02-08 12:51:00,Overcast,28.0,,20.7,76.0,,30.26,35.1,,6:51 AM,8.0,North,15.0,350.0
2013-02-08 13:51:00,Overcast,28.0,,-,76.0,,30.29,35.1,,7:51 AM,7.0,North,12.7,350.0
2013-02-08 14:30:00,Overcast,28.4,,-,75.0,,30.3,35.6,,8:30 AM,8.0,NNW,11.5,330.0
2013-02-08 14:51:00,Overcast,28.0,,-,76.0,,30.32,35.1,,8:51 AM,9.0,NNW,12.7,340.0
2013-02-08 15:51:00,Overcast,28.0,,-,76.0,,30.34,35.1,,9:51 AM,9.0,NNW,10.4,340.0
2013-02-08 16:51:00,Overcast,28.0,,-,73.0,,30.35,36.0,,10:51 AM,10.0,NNW,10.4,340.0
2013-02-08 17:51:00,Overcast,28.0,,-,73.0,,30.36,36.0,,11:51 AM,10.0,North,8.1,350.0
2013-02-08 18:51:00,Overcast,28.0,,-,70.0,,30.35,37.0,,12:51 PM,9.0,NNW,8.1,340.0
2013-02-08 19:51:00,Overcast,28.0,,-,70.0,,30.34,37.0,,1:51 PM,10.0,NNE,9.2,20.0
2013-02-08 20:51:00,Overcast,28.0,,-,70.0,,30.36,37.0,,2:51 PM,9.0,North,6.9,360.0
2013-02-08 21:51:00,Overcast,27.0,,-,70.0,,30.38,36.0,,3:51 PM,10.0,North,4.6,10.0
2013-02-08 22:51:00,Overcast,27.0,,-,70.0,,30.41,36.0,,4:51 PM,10.0,Calm,Calm,0.0
2013-02-08 23:51:00,Overcast,27.0,,-,70.0,,30.37,36.0,,5:51 PM,10.0,North,8.1,10.0
2013-02-09 00:51:00,Overcast,27.0,,-,72.0,,30.38,35.1,,6:51 PM,10.0,NE,8.1,50.0
2013-02-09 01:51:00,Overcast,26.1,,-,73.0,,30.39,34.0,,7:51 PM,10.0,East,3.5,80.0
2013-02-09 02:51:00,Overcast,26.1,,-,75.0,,30.4,33.1,,8:51 PM,10.0,East,9.2,80.0
2013-02-09 03:51:00,Overcast,25.0,,-,72.0,,30.4,33.1,,9:51 PM,10.0,ESE,8.1,110.0
2013-02-09 04:40:00,Overcast,24.8,,-,75.0,,30.37,32.0,,10:40 PM,9.0,East,9.2,100.0
2013-02-09 04:51:00,Overcast,25.0,,-,75.0,,30.4,32.0,,10:51 PM,9.0,ESE,6.9,110.0
2013-02-09 05:51:00,Overcast,24.1,,-,76.0,,30.39,30.9,,11:51 PM,10.0,SE,9.2,140.0
2013-02-09 06:51:00,Overcast,24.1,,-,76.0,,30.39,30.9,,12:51 AM,9.0,SSE,8.1,150.0
2013-02-09 07:51:00,Overcast,24.1,,-,76.0,,30.38,30.9,,1:51 AM,9.0,East,10.4,100.0
2013-02-09 08:51:00,Overcast,24.1,,-,76.0,,30.41,30.9,,2:51 AM,10.0,SSE,5.8,150.0
2013-02-09 09:51:00,Overcast,24.1,,-,76.0,,30.4,30.9,,3:51 AM,10.0,SSE,6.9,150.0
2013-02-09 10:51:00,Overcast,24.1,,-,76.0,,30.37,30.9,,4:51 AM,10.0,SE,15.0,130.0
2013-02-09 11:51:00,Overcast,24.1,,-,76.0,,30.36,30.9,,5:51 AM,10.0,ESE,11.5,120.0
2013-02-09 12:51:00,Overcast,24.1,,-,76.0,,30.36,30.9,,6:51 AM,10.0,SE,12.7,130.0
2013-02-09 13:51:00,Overcast,23.0,,-,72.0,,30.39,30.9,,7:51 AM,10.0,South,11.5,180.0
2013-02-09 14:51:00,Overcast,24.1,,-,73.0,,30.38,32.0,,8:51 AM,10.0,SE,11.5,130.0
2013-02-09 15:35:00,Overcast,24.8,,-,75.0,,30.33,32.0,,9:35 AM,10.0,ESE,13.8,110.0
2013-02-09 15:51:00,Overcast,24.1,,-,73.0,,30.37,32.0,,9:51 AM,10.0,SSE,12.7,150.0
2013-02-09 16:51:00,Overcast,25.0,,-,70.0,,30.36,34.0,,10:51 AM,10.0,SE,12.7,140.0
2013-02-09 17:51:00,Mostly Cloudy,26.1,,-,65.0,,30.34,37.0,,11:51 AM,10.0,SSE,13.8,150.0
2013-02-09 18:07:00,Mostly Cloudy,24.8,,-,60.0,,30.29,37.4,,12:07 PM,10.0,SSE,10.4,150.0
2013-02-09 18:51:00,Overcast,26.1,,-,62.0,,30.27,37.9,,12:51 PM,10.0,SSE,13.8,150.0
2013-02-09 19:51:00,Mostly Cloudy,27.0,,-,57.0,,30.24,41.0,,1:51 PM,10.0,SSE,12.7,150.0
2013-02-09 20:51:00,Mostly Cloudy,27.0,,-,55.0,,30.19,42.1,,2:51 PM,10.0,SE,16.1,130.0
2013-02-09 21:51:00,Mostly Cloudy,28.0,,-,58.0,,30.17,42.1,,3:51 PM,10.0,ESE,16.1,120.0
2013-02-09 22:51:00,Mostly Cloudy,27.0,,-,57.0,,30.15,41.0,,4:51 PM,10.0,SE,15.0,140.0
2013-02-09 23:51:00,Overcast,27.0,,-,57.0,,30.14,41.0,,5:51 PM,10.0,SE,10.4,140.0
2013-02-10 00:51:00,Overcast,28.4,,-,65.0,,30.12,39.2,,6:51 PM,10.0,South,6.9,170.0
2013-02-10 01:51:00,Overcast,28.0,,-,60.0,,30.13,41.0,,7:51 PM,10.0,SSE,12.7,150.0
2013-02-10 02:51:00,Overcast,28.0,,21.9,58.0,,30.11,42.1,,8:51 PM,10.0,SSE,16.1,160.0
2013-02-10 03:28:00,Light Rain,28.0,Rain,21.9,58.0,,30.11,42.1,,9:28 PM,10.0,SSE,16.1,160.0
2013-02-10 03:51:00,Light Rain,30.9,Rain,-,67.0,0.0,30.07,41.0,,9:51 PM,10.0,SSE,15.0,150.0
2013-02-10 04:51:00,Light Rain,33.1,Rain,20.7,73.0,0.02,30.05,41.0,,10:51 PM,9.0,SE,15.0,140.0
2013-02-10 05:51:00,Light Rain,34.0,Rain,-,82.0,0.07,30.06,39.0,,11:51 PM,7.0,SE,11.5,140.0
2013-02-10 06:51:00,Light Rain,35.1,Rain,-,83.0,0.04,30.03,39.9,,12:51 AM,6.0,SE,10.4,140.0
2013-02-10 07:51:00,Light Rain,36.0,Rain,-,86.0,0.05,29.97,39.9,,1:51 AM,5.0,SE,17.3,140.0
2013-02-10 08:51:00,Light Rain,36.0,Rain,-,82.0,0.02,29.95,41.0,,2:51 AM,9.0,SSE,13.8,150.0
2013-02-10 09:51:00,Light Rain,36.0,Rain,-,82.0,0.02,29.91,41.0,,3:51 AM,7.0,SE,17.3,130.0
2013-02-10 10:51:00,Overcast,37.0,,-,82.0,0.0,29.87,42.1,,4:51 AM,8.0,ESE,12.7,120.0
2013-02-10 11:44:00,Light Rain,37.4,Rain,-,81.0,0.02,29.85,42.8,,5:44 AM,9.0,SE,12.7,140.0
2013-02-10 11:51:00,Light Rain,37.0,Rain,19.6,76.0,0.02,29.86,44.1,,5:51 AM,9.0,SE,13.8,140.0
2013-02-10 12:51:00,Overcast,37.9,,-,76.0,0.01,29.82,45.0,,6:51 AM,9.0,SSE,20.7,150.0
2013-02-10 13:15:00,Overcast,39.2,,28.8,81.0,,29.8,44.6,,7:15 AM,9.0,SSE,23.0,150.0
2013-02-10 13:45:00,Light Thunderstorms and Rain,39.2,Rain-Thunderstorm,31.1,81.0,0.0,29.8,44.6,,7:45 AM,6.0,SSE,21.9,160.0
2013-02-10 13:51:00,Thunderstorms and Rain,39.0,Rain-Thunderstorm,28.8,80.0,0.01,29.82,45.0,,7:51 AM,4.0,SSE,21.9,160.0
2013-02-10 14:13:00,Light Thunderstorms and Rain,39.2,Rain-Thunderstorm,25.3,81.0,0.04,29.81,44.6,,8:13 AM,5.0,SSE,17.3,160.0
2013-02-10 14:26:00,Thunderstorms and Rain,39.2,Rain-Thunderstorm,26.5,81.0,0.06,29.8,44.6,,8:26 AM,4.0,SSE,20.7,150.0
2013-02-10 14:41:00,Thunderstorms and Rain,39.2,Rain-Thunderstorm,27.6,81.0,0.13,29.79,44.6,,8:41 AM,3.0,SSE,18.4,160.0
2013-02-10 14:49:00,Rain,39.2,Rain,27.6,81.0,0.16,29.78,44.6,,8:49 AM,3.0,SSE,19.6,150.0
2013-02-10 14:51:00,Rain,41.0,Rain,27.6,86.0,0.17,29.79,45.0,,8:51 AM,3.0,SSE,18.4,150.0
2013-02-10 15:36:00,Light Rain,42.8,Rain,33.4,87.0,0.09,29.75,46.4,,9:36 AM,5.0,SSE,26.5,150.0
2013-02-10 15:51:00,Light Rain,42.1,Rain,29.9,86.0,0.09,29.73,46.0,,9:51 AM,7.0,SSE,24.2,150.0
2013-02-10 16:24:00,Light Rain,42.8,Rain,35.7,87.0,0.01,29.71,46.4,,10:24 AM,4.0,SSE,23.0,150.0
2013-02-10 16:33:00,Light Rain,44.6,Rain,39.1,87.0,0.02,29.68,48.2,,10:33 AM,6.0,SSE,26.5,150.0
2013-02-10 16:51:00,Overcast,44.1,,39.1,83.0,0.03,29.69,48.9,,10:51 AM,10.0,SSE,25.3,150.0
2013-02-10 17:42:00,Overcast,44.6,,31.1,76.0,,29.68,51.8,,11:42 AM,10.0,SSE,21.9,160.0
2013-02-10 17:51:00,Overcast,45.0,,25.3,80.0,,29.68,51.1,,11:51 AM,10.0,SSE,19.6,160.0
2013-02-10 18:16:00,Overcast,44.6,,29.9,82.0,,29.65,50.0,,12:16 PM,10.0,SSE,20.7,160.0
2013-02-10 18:31:00,Overcast,44.6,,28.8,82.0,,29.63,50.0,,12:31 PM,10.0,SSE,21.9,150.0
2013-02-10 18:51:00,Overcast,45.0,,24.2,83.0,,29.63,50.0,,12:51 PM,10.0,South,12.7,170.0
2013-02-10 19:05:00,Overcast,44.6,,21.9,82.0,,29.62,50.0,,1:05 PM,10.0,South,10.4,170.0
2013-02-10 19:49:00,Overcast,46.4,,20.7,82.0,,29.62,51.8,,1:49 PM,3.0,South,12.7,180.0
2013-02-10 19:51:00,Overcast,46.9,,20.7,86.0,,29.63,51.1,,1:51 PM,3.0,South,12.7,180.0
2013-02-10 19:58:00,Light Drizzle,46.4,,-,82.0,0.0,29.61,51.8,,1:58 PM,2.5,South,15.0,170.0
2013-02-10 20:33:00,Overcast,48.2,,18.4,88.0,0.0,29.6,51.8,,2:33 PM,3.0,South,13.8,170.0
2013-02-10 20:39:00,Overcast,48.2,,-,88.0,0.0,29.6,51.8,,2:39 PM,5.0,South,11.5,170.0
2013-02-10 20:51:00,Overcast,48.9,,-,86.0,0.0,29.61,53.1,,2:51 PM,9.0,South,13.8,170.0
2013-02-10 21:51:00,Mostly Cloudy,50.0,,-,83.0,,29.61,55.0,,3:51 PM,10.0,South,15.0,180.0
2013-02-10 22:25:00,Mostly Cloudy,51.8,,19.6,88.0,,29.61,55.4,,4:25 PM,10.0,South,12.7,180.0
2013-02-10 22:51:00,Scattered Clouds,51.1,,-,84.0,,29.62,55.9,,4:51 PM,10.0,SSE,11.5,160.0
2013-02-10 23:51:00,Scattered Clouds,50.0,,-,80.0,,29.64,55.9,,5:51 PM,10.0,South,12.7,180.0
2013-02-11 00:51:00,Partly Cloudy,48.9,,-,80.0,,29.66,55.0,,6:51 PM,10.0,SSW,11.5,200.0
2013-02-11 01:51:00,Partly Cloudy,30.9,,28.8,40.0,,29.68,55.0,,7:51 PM,10.0,SW,19.6,220.0
2013-02-11 02:51:00,Partly Cloudy,28.9,,23.0,38.0,,29.7,54.0,,8:51 PM,10.0,SW,17.3,230.0
2013-02-11 03:51:00,Clear,28.0,,32.2,38.0,,29.71,53.1,,9:51 PM,10.0,WSW,19.6,240.0
2013-02-11 04:51:00,Clear,28.0,,43.7,40.0,,29.73,52.0,,10:51 PM,10.0,WSW,24.2,250.0
2013-02-11 05:51:00,Partly Cloudy,30.0,,35.7,50.0,,29.78,48.0,,11:51 PM,10.0,West,28.8,260.0
2013-02-11 06:51:00,Partly Cloudy,26.1,,44.9,49.0,,29.83,44.1,,12:51 AM,10.0,West,34.5,260.0
2013-02-11 07:51:00,Partly Cloudy,25.0,,33.4,51.0,,29.86,42.1,,1:51 AM,10.0,WSW,17.3,250.0
2013-02-11 08:51:00,Partly Cloudy,25.0,,34.5,53.0,,29.89,41.0,,2:51 AM,10.0,West,23.0,260.0
2013-02-11 09:51:00,Partly Cloudy,23.0,,28.8,51.0,,29.9,39.9,,3:51 AM,10.0,West,19.6,270.0
2013-02-11 10:51:00,Partly Cloudy,24.1,,27.6,55.0,,29.92,39.0,,4:51 AM,10.0,West,19.6,260.0
2013-02-11 11:51:00,Partly Cloudy,24.1,,25.3,57.0,,29.93,37.9,,5:51 AM,10.0,West,20.7,260.0
2013-02-11 12:51:00,Scattered Clouds,24.1,,25.3,57.0,,29.96,37.9,,6:51 AM,10.0,West,20.7,260.0
2013-02-11 13:51:00,Scattered Clouds,24.1,,26.5,55.0,,30.01,39.0,,7:51 AM,10.0,West,18.4,270.0
2013-02-11 14:51:00,Partly Cloudy,26.1,,27.6,55.0,,30.02,41.0,,8:51 AM,10.0,West,20.7,270.0
2013-02-11 15:51:00,Scattered Clouds,25.0,,34.5,49.0,,30.04,43.0,,9:51 AM,10.0,West,24.2,280.0
2013-02-11 16:51:00,Scattered Clouds,25.0,,31.1,46.0,,30.06,45.0,,10:51 AM,10.0,WNW,23.0,290.0
2013-02-11 17:51:00,Partly Cloudy,26.1,,25.3,44.0,,30.07,46.9,,11:51 AM,10.0,WNW,17.3,290.0
2013-02-11 18:51:00,Scattered Clouds,24.1,,31.1,39.0,,30.06,48.0,,12:51 PM,10.0,WNW,19.6,290.0
2013-02-11 19:51:00,Partly Cloudy,25.0,,-,36.0,,30.06,51.1,,1:51 PM,10.0,West,15.0,280.0
2013-02-11 20:51:00,Scattered Clouds,24.1,,26.5,34.0,,30.06,52.0,,2:51 PM,10.0,WNW,15.0,290.0
2013-02-11 21:51:00,Clear,21.9,,25.3,31.0,,30.07,52.0,,3:51 PM,10.0,West,19.6,270.0
2013-02-11 22:51:00,Clear,23.0,,23.0,35.0,,30.08,50.0,,4:51 PM,10.0,WNW,12.7,290.0
2013-02-11 23:51:00,Clear,24.1,,-,42.0,,30.09,46.0,,5:51 PM,10.0,WNW,8.1,290.0
2013-02-12 00:51:00,Clear,24.1,,-,49.0,,30.12,42.1,,6:51 PM,10.0,WNW,8.1,290.0
2013-02-12 01:51:00,Clear,25.0,,-,55.0,,30.13,39.9,,7:51 PM,10.0,West,8.1,280.0
2013-02-12 02:51:00,Clear,25.0,,-,55.0,,30.14,39.9,,8:51 PM,10.0,West,4.6,270.0
2013-02-12 03:51:00,Clear,25.0,,-,57.0,,30.16,39.0,,9:51 PM,10.0,WSW,3.5,250.0
2013-02-12 04:51:00,Clear,24.1,,-,57.0,,30.17,37.9,,10:51 PM,10.0,West,4.6,280.0
2013-02-12 05:51:00,Clear,24.1,,-,64.0,,30.18,35.1,,11:51 PM,10.0,WNW,4.6,290.0
2013-02-12 06:51:00,Clear,24.1,,-,73.0,,30.18,32.0,,12:51 AM,10.0,Calm,Calm,0.0
2013-02-12 07:51:00,Clear,24.1,,-,70.0,,30.17,33.1,,1:51 AM,10.0,NW,5.8,310.0
2013-02-12 08:51:00,Clear,24.1,,-,70.0,,30.18,33.1,,2:51 AM,10.0,Calm,Calm,0.0
2013-02-12 09:51:00,Clear,24.1,,-,76.0,,30.17,30.9,,3:51 AM,10.0,Calm,Calm,0.0
2013-02-12 10:51:00,Clear,23.0,,-,75.0,,30.17,30.0,,4:51 AM,10.0,Calm,Calm,0.0
2013-02-12 11:51:00,Clear,24.1,,-,82.0,,30.18,28.9,,5:51 AM,10.0,Calm,Calm,0.0
2013-02-12 12:51:00,Partly Cloudy,23.0,,-,78.0,,30.17,28.9,,6:51 AM,10.0,Calm,Calm,0.0
2013-02-12 13:51:00,Mostly Cloudy,26.1,,-,75.0,,30.19,33.1,,7:51 AM,10.0,SW,3.5,220.0
2013-02-12 14:51:00,Mostly Cloudy,27.0,,-,70.0,,30.19,36.0,,8:51 AM,10.0,Calm,Calm,0.0
2013-02-12 15:51:00,Overcast,27.0,,-,62.0,,30.16,39.0,,9:51 AM,10.0,NNW,4.6,330.0
2013-02-12 16:51:00,Overcast,24.1,,-,51.0,,30.15,41.0,,10:51 AM,10.0,NW,5.8,310.0
2013-02-12 17:51:00,Overcast,26.1,,-,51.0,,30.13,43.0,,11:51 AM,10.0,WNW,5.8,300.0
2013-02-12 18:51:00,Overcast,25.0,,-,49.0,,30.14,43.0,,12:51 PM,10.0,Calm,Calm,0.0
2013-02-12 19:51:00,Overcast,24.1,,-,44.0,,30.09,45.0,,1:51 PM,10.0,Calm,Calm,0.0
2013-02-12 20:51:00,Overcast,21.9,,-,42.0,,30.08,44.1,,2:51 PM,10.0,Calm,Calm,0.0
2013-02-12 21:51:00,Overcast,23.0,,-,42.0,,30.05,45.0,,3:51 PM,10.0,Calm,Calm,0.0
2013-02-12 22:51:00,Overcast,26.1,,-,51.0,,30.04,43.0,,4:51 PM,10.0,Calm,Calm,0.0
2013-02-12 23:51:00,Mostly Cloudy,26.1,,-,53.0,,30.02,42.1,,5:51 PM,10.0,Calm,Calm,0.0
2013-02-13 00:51:00,Mostly Cloudy,28.0,,-,58.0,,30.0,42.1,,6:51 PM,10.0,NNE,5.8,30.0
2013-02-13 01:51:00,Overcast,28.0,,-,60.0,,29.99,41.0,,7:51 PM,10.0,Calm,Calm,0.0
2013-02-13 02:51:00,Overcast,28.0,,-,60.0,,29.98,41.0,,8:51 PM,10.0,NNE,5.8,20.0
2013-02-13 03:51:00,Overcast,27.0,,-,60.0,,29.97,39.9,,9:51 PM,10.0,NNE,5.8,20.0
2013-02-13 04:51:00,Overcast,27.0,,-,60.0,,29.98,39.9,,10:51 PM,10.0,Calm,Calm,0.0
2013-02-13 05:51:00,Overcast,28.9,,-,67.0,,29.98,39.0,,11:51 PM,10.0,Calm,Calm,0.0
2013-02-13 06:51:00,Overcast,28.9,,-,67.0,,29.96,39.0,,12:51 AM,10.0,Calm,Calm,0.0
2013-02-13 07:51:00,Overcast,28.9,,-,70.0,,29.95,37.9,,1:51 AM,10.0,West,5.8,280.0
2013-02-13 08:51:00,Overcast,28.9,,-,70.0,,29.93,37.9,,2:51 AM,10.0,Calm,Calm,0.0
2013-02-13 09:51:00,Overcast,28.0,,-,68.0,,29.91,37.9,,3:51 AM,10.0,West,4.6,260.0
2013-02-13 10:51:00,Overcast,28.0,,-,68.0,,29.9,37.9,,4:51 AM,10.0,West,4.6,260.0
2013-02-13 11:51:00,Overcast,28.0,,-,70.0,,29.9,37.0,,5:51 AM,10.0,West,3.5,270.0
2013-02-13 12:51:00,Overcast,27.0,,-,70.0,,29.91,36.0,,6:51 AM,10.0,West,3.5,260.0
2013-02-13 13:51:00,Mostly Cloudy,27.0,,-,70.0,,29.92,36.0,,7:51 AM,10.0,WSW,6.9,250.0
2013-02-13 14:51:00,Scattered Clouds,28.0,,-,63.0,,29.92,39.9,,8:51 AM,10.0,WSW,9.2,250.0
2013-02-13 15:51:00,Partly Cloudy,28.0,,-,52.0,,29.9,45.0,,9:51 AM,10.0,WSW,9.2,240.0
2013-02-13 16:51:00,Clear,27.0,,-,43.0,,29.89,48.9,,10:51 AM,10.0,West,5.8,270.0
2013-02-13 17:51:00,Clear,27.0,,-,39.0,,29.88,51.1,,11:51 AM,10.0,West,10.4,260.0
2013-02-13 18:51:00,Partly Cloudy,27.0,,20.7,37.0,,29.85,53.1,,12:51 PM,10.0,West,12.7,260.0
2013-02-13 19:51:00,Partly Cloudy,25.0,,-,33.0,,29.83,54.0,,1:51 PM,10.0,West,13.8,270.0
2013-02-13 20:51:00,Scattered Clouds,25.0,,24.2,33.0,,29.82,54.0,,2:51 PM,10.0,West,13.8,270.0
2013-02-13 21:51:00,Scattered Clouds,25.0,,-,33.0,,29.83,54.0,,3:51 PM,10.0,West,18.4,270.0
2013-02-13 22:51:00,Scattered Clouds,26.1,,-,37.0,,29.84,52.0,,4:51 PM,10.0,West,13.8,270.0
2013-02-13 23:51:00,Scattered Clouds,27.0,,-,43.0,,29.85,48.9,,5:51 PM,10.0,West,10.4,270.0
2013-02-14 00:51:00,Partly Cloudy,28.0,,-,48.0,,29.86,46.9,,6:51 PM,10.0,West,6.9,260.0
2013-02-14 01:51:00,Clear,28.0,,-,52.0,,29.87,45.0,,7:51 PM,10.0,West,4.6,260.0
2013-02-14 02:51:00,Clear,28.9,,-,58.0,,29.88,43.0,,8:51 PM,10.0,SW,11.5,230.0
2013-02-14 03:51:00,Clear,30.9,,-,65.0,,29.88,42.1,,9:51 PM,10.0,SW,10.4,230.0
2013-02-14 05:51:00,Clear,30.9,,-,67.0,,29.86,41.0,,11:51 PM,10.0,SW,9.2,220.0
2013-02-14 06:51:00,Partly Cloudy,30.2,,-,70.0,,29.84,39.2,,12:51 AM,10.0,SW,9.2,230.0
2013-02-14 07:51:00,Mostly Cloudy,30.0,,-,65.0,,29.83,41.0,,1:51 AM,10.0,SW,11.5,230.0
2013-02-14 08:51:00,Mostly Cloudy,30.2,,-,61.0,,29.83,42.8,,2:51 AM,10.0,SW,10.4,230.0
2013-02-14 09:51:00,Mostly Cloudy,30.0,,-,62.0,,29.82,42.1,,3:51 AM,10.0,SW,10.4,230.0
2013-02-14 10:51:00,Scattered Clouds,30.2,,-,65.0,,29.82,41.0,,4:51 AM,10.0,WSW,9.2,250.0
2013-02-14 11:51:00,Partly Cloudy,30.2,,-,65.0,,29.82,41.0,,5:51 AM,10.0,WSW,11.5,250.0
2013-02-14 12:51:00,Scattered Clouds,30.0,,-,68.0,,29.86,39.9,,6:51 AM,10.0,WSW,10.4,250.0
2013-02-14 13:51:00,Mostly Cloudy,30.0,,-,62.0,,29.9,42.1,,7:51 AM,10.0,West,12.7,260.0
2013-02-14 14:51:00,Scattered Clouds,30.0,,-,54.0,,29.92,46.0,,8:51 AM,10.0,West,12.7,280.0
2013-02-14 15:51:00,Scattered Clouds,30.9,,-,48.0,,29.93,50.0,,9:51 AM,10.0,West,11.5,280.0
2013-02-14 16:51:00,Scattered Clouds,32.0,,21.9,48.0,,29.94,51.1,,10:51 AM,10.0,WNW,12.7,300.0
2013-02-14 17:51:00,Scattered Clouds,32.0,,23.0,43.0,,29.94,54.0,,11:51 AM,10.0,WNW,13.8,300.0
2013-02-14 18:51:00,Scattered Clouds,32.0,,20.7,40.0,,29.93,55.9,,12:51 PM,10.0,WNW,13.8,290.0
2013-02-14 19:51:00,Mostly Cloudy,30.9,,19.6,37.0,,29.92,57.0,,1:51 PM,10.0,WNW,9.2,300.0
2013-02-14 20:51:00,Mostly Cloudy,30.0,,21.9,37.0,,29.94,55.9,,2:51 PM,10.0,WNW,15.0,300.0
2013-02-14 21:51:00,Mostly Cloudy,28.9,,24.2,38.0,,29.96,54.0,,3:51 PM,10.0,NW,17.3,310.0
2013-02-14 22:51:00,Mostly Cloudy,30.0,,24.2,43.0,,29.97,52.0,,4:51 PM,10.0,NW,15.0,320.0
2013-02-14 23:51:00,Mostly Cloudy,30.0,,-,50.0,,30.01,48.0,,5:51 PM,10.0,NW,11.5,320.0
2013-02-15 00:51:00,Mostly Cloudy,30.9,,-,56.0,,30.04,46.0,,6:51 PM,10.0,WNW,5.8,300.0
2013-02-15 01:51:00,Mostly Cloudy,30.0,,-,56.0,,30.06,45.0,,7:51 PM,10.0,WNW,5.8,300.0
2013-02-15 02:51:00,Mostly Cloudy,30.0,,-,60.0,,30.06,43.0,,8:51 PM,10.0,WNW,8.1,290.0
2013-02-15 03:51:00,Mostly Cloudy,28.9,,-,58.0,,30.06,43.0,,9:51 PM,10.0,NW,8.1,310.0
2013-02-15 04:51:00,Mostly Cloudy,28.0,,-,53.0,,30.07,44.1,,10:51 PM,10.0,NW,6.9,310.0
2013-02-15 05:51:00,Mostly Cloudy,28.0,,-,60.0,,30.08,41.0,,11:51 PM,10.0,NW,3.5,310.0
2013-02-15 06:51:00,Mostly Cloudy,27.0,,-,55.0,,30.08,42.1,,12:51 AM,10.0,NW,8.1,310.0
2013-02-15 07:51:00,Mostly Cloudy,26.1,,-,58.0,,30.1,39.9,,1:51 AM,10.0,NW,9.2,310.0
2013-02-15 08:51:00,Mostly Cloudy,26.1,,-,62.0,,30.11,37.9,,2:51 AM,10.0,NW,8.1,310.0
2013-02-15 09:51:00,Mostly Cloudy,25.0,,-,67.0,,30.14,35.1,,3:51 AM,10.0,NW,9.2,320.0
2013-02-15 10:51:00,Mostly Cloudy,26.1,,-,73.0,,30.17,34.0,,4:51 AM,10.0,WNW,6.9,290.0
2013-02-15 11:51:00,Scattered Clouds,25.0,,-,79.0,,30.19,30.9,,5:51 AM,10.0,NW,5.8,310.0
2013-02-15 12:20:00,Mostly Cloudy,24.8,,-,75.0,,30.18,32.0,,6:20 AM,10.0,WNW,6.9,300.0
2013-02-15 12:51:00,Mostly Cloudy,23.0,,23.0,69.0,,30.22,32.0,,6:51 AM,10.0,NW,17.3,320.0
2013-02-15 13:43:00,Mostly Cloudy,19.4,,-,64.0,,30.23,30.2,,7:43 AM,10.0,NW,18.4,320.0
2013-02-15 13:51:00,Mostly Cloudy,19.0,,25.3,64.0,,30.26,30.0,,7:51 AM,10.0,NW,16.1,310.0
2013-02-15 14:51:00,Scattered Clouds,17.1,,-,59.0,,30.29,30.0,,8:51 AM,10.0,NNW,16.1,330.0
2013-02-15 15:51:00,Partly Cloudy,14.0,,23.0,48.0,,30.3,32.0,,9:51 AM,10.0,WNW,15.0,300.0
2013-02-15 16:51:00,Partly Cloudy,12.9,,23.0,40.0,,30.3,35.1,,10:51 AM,10.0,NW,12.7,320.0
2013-02-15 17:51:00,Partly Cloudy,12.0,,21.9,36.0,,30.29,37.0,,11:51 AM,10.0,NW,11.5,320.0
2013-02-15 18:51:00,Clear,12.0,,-,36.0,,30.27,37.0,,12:51 PM,10.0,NNW,16.1,330.0
2013-02-15 19:51:00,Partly Cloudy,12.9,,-,36.0,,30.26,37.9,,1:51 PM,10.0,NNW,15.0,340.0
2013-02-15 20:51:00,Scattered Clouds,10.9,,21.9,32.0,,30.26,39.0,,2:51 PM,10.0,North,13.8,350.0
2013-02-15 21:51:00,Scattered Clouds,12.0,,-,33.0,,30.26,39.0,,3:51 PM,10.0,WNW,4.6,290.0
2013-02-15 22:51:00,Scattered Clouds,12.0,,-,33.0,,30.26,39.0,,4:51 PM,9.0,NW,5.8,320.0
2013-02-15 23:51:00,Scattered Clouds,12.9,,-,40.0,,30.27,35.1,,5:51 PM,10.0,WNW,8.1,290.0
2013-02-16 00:51:00,Scattered Clouds,12.9,,-,43.0,,30.28,33.1,,6:51 PM,10.0,WNW,5.8,300.0
2013-02-16 01:51:00,Mostly Cloudy,14.0,,-,44.0,,30.27,34.0,,7:51 PM,10.0,NW,3.5,310.0
2013-02-16 02:51:00,Mostly Cloudy,15.1,,-,50.0,,30.28,32.0,,8:51 PM,10.0,WNW,4.6,300.0
2013-02-16 03:51:00,Mostly Cloudy,14.0,,-,44.0,,30.27,34.0,,9:51 PM,10.0,NW,11.5,320.0
2013-02-16 04:51:00,Mostly Cloudy,14.0,,-,50.0,,30.27,30.9,,10:51 PM,10.0,NNW,11.5,340.0
2013-02-16 05:51:00,Scattered Clouds,14.0,,-,56.0,,30.26,28.0,,11:51 PM,10.0,North,9.2,350.0
2013-02-16 06:51:00,Scattered Clouds,15.1,,-,63.0,,30.27,26.1,,12:51 AM,10.0,NNW,6.9,340.0
2013-02-16 07:51:00,Scattered Clouds,14.0,,-,63.0,,30.27,25.0,,1:51 AM,10.0,NNW,6.9,330.0
2013-02-16 08:51:00,Partly Cloudy,12.9,,-,60.0,,30.27,25.0,,2:51 AM,10.0,NNW,6.9,330.0
2013-02-16 09:51:00,Partly Cloudy,12.0,,-,58.0,,30.27,25.0,,3:51 AM,10.0,NNW,9.2,330.0
2013-02-16 10:51:00,Partly Cloudy,12.9,,-,65.0,,30.27,23.0,,4:51 AM,10.0,NW,3.5,320.0
2013-02-16 11:51:00,Clear,12.0,,-,66.0,,30.28,21.9,,5:51 AM,10.0,NNW,5.8,340.0
2013-02-16 12:51:00,Partly Cloudy,12.0,,-,66.0,,30.29,21.9,,6:51 AM,10.0,NNW,10.4,330.0
2013-02-16 13:51:00,Partly Cloudy,10.9,,-,60.0,,30.31,23.0,,7:51 AM,10.0,NNW,8.1,340.0
2013-02-16 14:51:00,Partly Cloudy,12.9,,-,60.0,,30.31,25.0,,8:51 AM,10.0,NNW,9.2,330.0
2013-02-16 15:51:00,Partly Cloudy,12.0,,-,53.0,,30.31,27.0,,9:51 AM,10.0,NW,9.2,320.0
2013-02-16 16:51:00,Clear,12.0,,-,47.0,,30.31,30.0,,10:51 AM,10.0,WNW,6.9,300.0
2013-02-16 17:51:00,Clear,10.0,,19.6,42.0,,30.29,30.9,,11:51 AM,10.0,NW,12.7,320.0
2013-02-16 18:51:00,Clear,10.0,,-,37.0,,30.26,34.0,,12:51 PM,10.0,NW,13.8,320.0
2013-02-16 19:51:00,Partly Cloudy,9.0,,-,33.0,,30.23,36.0,,1:51 PM,10.0,WNW,10.4,300.0
2013-02-16 20:51:00,Partly Cloudy,9.0,,-,33.0,,30.22,36.0,,2:51 PM,10.0,NW,9.2,310.0
2013-02-16 21:51:00,Partly Cloudy,8.1,,-,30.0,,30.22,37.0,,3:51 PM,10.0,WNW,9.2,300.0
2013-02-16 22:51:00,Partly Cloudy,8.1,,-,31.0,,30.21,36.0,,4:51 PM,10.0,WNW,6.9,300.0
2013-02-16 23:51:00,Partly Cloudy,10.0,,-,38.0,,30.22,33.1,,5:51 PM,10.0,NW,6.9,310.0
2013-02-17 00:51:00,Clear,10.9,,-,43.0,,30.22,30.9,,6:51 PM,10.0,NNW,3.5,330.0
2013-02-17 01:51:00,Clear,12.9,,-,47.0,,30.23,30.9,,7:51 PM,10.0,Calm,Calm,0.0
2013-02-17 02:51:00,Clear,12.9,,-,51.0,,30.24,28.9,,8:51 PM,10.0,SW,3.5,230.0
2013-02-17 03:51:00,Clear,14.0,,-,56.0,,30.24,28.0,,9:51 PM,10.0,Calm,Calm,0.0
2013-02-17 04:51:00,Clear,14.0,,-,58.0,,30.23,27.0,,10:51 PM,10.0,Calm,Calm,0.0
2013-02-17 06:51:00,Clear,14.0,,-,63.0,,30.21,25.0,,12:51 AM,10.0,SSW,3.5,210.0
2013-02-17 07:51:00,Clear,12.9,,-,62.0,,30.2,24.1,,1:51 AM,10.0,NE,3.5,50.0
2013-02-17 08:51:00,Mostly Cloudy,15.1,,-,69.0,,30.2,24.1,,2:51 AM,10.0,Calm,Calm,0.0
2013-02-17 09:51:00,Mostly Cloudy,16.0,,-,69.0,,30.2,25.0,,3:51 AM,10.0,Calm,Calm,0.0
2013-02-17 10:51:00,Mostly Cloudy,12.9,,-,60.0,,30.2,25.0,,4:51 AM,10.0,East,4.6,100.0
2013-02-17 11:51:00,Mostly Cloudy,14.0,,-,68.0,,30.22,23.0,,5:51 AM,10.0,East,4.6,90.0
2013-02-17 12:51:00,Mostly Cloudy,18.0,,-,75.0,,30.22,25.0,,6:51 AM,10.0,East,4.6,100.0
2013-02-17 13:51:00,Mostly Cloudy,17.1,,-,66.0,,30.22,27.0,,7:51 AM,10.0,ESE,10.4,110.0
2013-02-17 14:51:00,Mostly Cloudy,16.0,,-,56.0,,30.22,30.0,,8:51 AM,10.0,ESE,12.7,120.0
2013-02-17 15:51:00,Mostly Cloudy,15.1,,-,46.0,,30.22,34.0,,9:51 AM,10.0,ESE,12.7,120.0
2013-02-17 16:51:00,Mostly Cloudy,15.1,,-,39.0,,30.2,37.9,,10:51 AM,10.0,SE,12.7,140.0
2013-02-17 17:51:00,Mostly Cloudy,16.0,,-,36.0,,30.17,41.0,,11:51 AM,10.0,ESE,13.8,120.0
2013-02-17 18:51:00,Scattered Clouds,17.1,,24.2,34.0,,30.13,44.1,,12:51 PM,10.0,SE,16.1,130.0
2013-02-17 19:51:00,Mostly Cloudy,18.0,,21.9,34.0,,30.1,45.0,,1:51 PM,10.0,SE,15.0,130.0
2013-02-17 20:51:00,Scattered Clouds,19.0,,23.0,33.0,,30.07,46.9,,2:51 PM,10.0,SE,17.3,140.0
2013-02-17 21:51:00,Partly Cloudy,19.9,,24.2,33.0,,30.05,48.0,,3:51 PM,10.0,SE,17.3,130.0
2013-02-17 22:51:00,Scattered Clouds,21.9,,24.2,37.0,,30.02,46.9,,4:51 PM,10.0,SE,15.0,130.0
2013-02-17 23:51:00,Mostly Cloudy,23.0,,-,40.0,,30.01,46.0,,5:51 PM,10.0,SE,12.7,140.0
2013-02-18 00:51:00,Mostly Cloudy,28.0,,25.3,53.0,,30.02,44.1,,6:51 PM,10.0,SE,15.0,140.0
2013-02-18 01:51:00,Mostly Cloudy,28.9,,-,55.0,,30.01,44.1,,7:51 PM,10.0,SSE,16.1,150.0
2013-02-18 02:51:00,Mostly Cloudy,30.0,,23.0,60.0,,30.0,43.0,,8:51 PM,10.0,SSE,15.0,150.0
2013-02-18 03:51:00,Mostly Cloudy,30.0,,-,62.0,,29.98,42.1,,9:51 PM,10.0,SE,13.8,130.0
2013-02-18 05:51:00,Mostly Cloudy,28.9,,-,62.0,,29.94,41.0,,11:51 PM,10.0,SE,10.4,130.0
2013-02-18 06:51:00,Overcast,28.9,,-,62.0,,29.92,41.0,,12:51 AM,10.0,SE,9.2,140.0
2013-02-18 07:51:00,Scattered Clouds,28.4,,-,65.0,,29.88,39.2,,1:51 AM,10.0,SE,9.2,140.0
2013-02-18 08:51:00,Mostly Cloudy,30.0,,-,68.0,,29.87,39.9,,2:51 AM,10.0,SE,6.9,130.0
2013-02-18 09:51:00,Mostly Cloudy,32.0,,-,67.0,,29.85,42.1,,3:51 AM,10.0,South,11.5,170.0
2013-02-18 10:51:00,Overcast,33.1,,-,65.0,,29.83,44.1,,4:51 AM,10.0,South,13.8,170.0
2013-02-18 11:51:00,Mostly Cloudy,34.0,,-,65.0,,29.82,45.0,,5:51 AM,10.0,South,16.1,170.0
2013-02-18 12:51:00,Mostly Cloudy,35.1,,-,68.0,,29.81,45.0,,6:51 AM,10.0,South,13.8,170.0
2013-02-18 13:51:00,Overcast,37.0,,-,68.0,,29.8,46.9,,7:51 AM,10.0,South,12.7,180.0
2013-02-18 14:51:00,Mostly Cloudy,39.0,,20.7,59.0,,29.78,53.1,,8:51 AM,10.0,South,12.7,180.0
2013-02-18 15:51:00,Mostly Cloudy,41.0,,35.7,55.0,,29.78,57.0,,9:51 AM,10.0,South,20.7,190.0
2013-02-18 16:51:00,Mostly Cloudy,43.0,,34.5,58.0,,29.76,57.9,,10:51 AM,10.0,SSW,26.5,200.0
2013-02-18 17:51:00,Overcast,43.0,,36.8,59.0,,29.74,57.0,,11:51 AM,10.0,South,26.5,190.0
2013-02-18 18:13:00,Overcast,42.8,,31.1,63.0,,29.73,55.4,,12:13 PM,10.0,SSW,21.9,200.0
2013-02-18 18:51:00,Overcast,44.1,,38.0,64.0,,29.71,55.9,,12:51 PM,10.0,South,23.0,190.0
2013-02-18 19:51:00,Overcast,44.1,,29.9,64.0,,29.67,55.9,,1:51 PM,10.0,South,17.3,180.0
2013-02-18 20:51:00,Overcast,44.1,,33.4,67.0,,29.64,55.0,,2:51 PM,10.0,South,20.7,180.0
2013-02-18 21:51:00,Light Rain,45.0,Rain,26.5,77.0,0.0,29.6,52.0,,3:51 PM,5.0,South,15.0,170.0
2013-02-18 21:53:00,Light Rain,46.4,Rain,26.5,82.0,0.01,29.59,51.8,,3:53 PM,3.0,South,16.1,180.0
2013-02-18 22:23:00,Light Rain,46.4,Rain,28.8,82.0,0.05,29.59,51.8,,4:23 PM,4.0,SSE,21.9,160.0
2013-02-18 22:43:00,Light Rain,46.4,Rain,24.2,82.0,,29.57,51.8,,4:43 PM,7.0,South,17.3,170.0
2013-02-18 22:51:00,Light Rain,46.0,Rain,25.3,83.0,0.06,29.57,51.1,,4:51 PM,7.0,SSE,18.4,160.0
2013-02-18 22:58:00,Light Rain,46.4,Rain,29.9,82.0,0.01,29.56,51.8,,4:58 PM,7.0,South,17.3,170.0
2013-02-18 23:27:00,Light Rain,46.4,Rain,-,82.0,0.01,29.57,51.8,,5:27 PM,4.0,South,15.0,180.0
2013-02-18 23:51:00,Light Rain,46.9,Rain,23.0,86.0,0.05,29.57,51.1,,5:51 PM,4.0,South,13.8,170.0
2013-02-19 00:02:00,Light Rain,46.4,Rain,-,82.0,0.0,29.57,51.8,,6:02 PM,6.0,SSW,12.7,200.0
2013-02-19 00:29:00,Rain,46.4,Rain,26.5,82.0,,29.6,51.8,,6:29 PM,3.0,West,19.6,260.0
2013-02-19 00:41:00,Light Rain,44.6,Rain,38.0,87.0,0.04,29.61,48.2,,6:41 PM,4.0,NW,25.3,310.0
2013-02-19 00:51:00,Overcast,42.1,,32.2,86.0,0.05,29.64,46.0,,6:51 PM,8.0,WNW,24.2,300.0
2013-02-19 00:58:00,Overcast,41.0,,36.8,87.0,,29.64,44.6,,6:58 PM,10.0,WNW,24.2,290.0
2013-02-19 01:51:00,Overcast,35.1,,35.7,79.0,,29.73,41.0,,7:51 PM,10.0,NW,26.5,320.0
2013-02-19 02:51:00,Overcast,34.0,,38.0,79.0,,29.77,39.9,,8:51 PM,10.0,WNW,27.6,290.0
2013-02-19 03:33:00,Overcast,30.2,,33.4,75.0,,29.81,37.4,,9:33 PM,10.0,WNW,23.0,290.0
2013-02-19 03:51:00,Overcast,28.0,,40.3,73.0,,29.83,36.0,,9:51 PM,10.0,WNW,29.9,290.0
2013-02-19 04:51:00,Overcast,25.0,,28.8,67.0,,29.88,35.1,,10:51 PM,10.0,WNW,18.4,300.0
2013-02-19 05:51:00,Overcast,23.0,,32.2,64.0,,29.91,34.0,,11:51 PM,10.0,West,25.3,280.0
2013-02-19 06:21:00,Mostly Cloudy,21.2,,31.1,60.0,,29.92,33.8,,12:21 AM,10.0,WNW,20.7,290.0
2013-02-19 06:51:00,Mostly Cloudy,21.9,,25.3,66.0,,29.95,32.0,,12:51 AM,10.0,West,18.4,280.0
2013-02-19 07:51:00,Partly Cloudy,19.0,,25.3,61.0,,29.96,30.9,,1:51 AM,10.0,West,19.6,280.0
2013-02-19 08:51:00,Partly Cloudy,17.1,,31.1,59.0,,29.98,30.0,,2:51 AM,10.0,West,19.6,280.0
2013-02-19 09:51:00,Partly Cloudy,17.1,,28.8,61.0,,29.99,28.9,,3:51 AM,10.0,West,18.4,280.0
2013-02-19 10:51:00,Partly Cloudy,17.1,,26.5,61.0,,30.0,28.9,,4:51 AM,10.0,West,18.4,280.0
2013-02-19 11:51:00,Partly Cloudy,16.0,,24.2,63.0,,30.03,27.0,,5:51 AM,10.0,WNW,16.1,290.0
2013-02-19 12:51:00,Partly Cloudy,14.0,,26.5,60.0,,30.06,26.1,,6:51 AM,10.0,WNW,13.8,300.0
2013-02-19 13:51:00,Partly Cloudy,14.0,,29.9,58.0,,30.1,27.0,,7:51 AM,10.0,WNW,19.6,290.0
2013-02-19 14:51:00,Partly Cloudy,14.0,,35.7,56.0,,30.12,28.0,,8:51 AM,10.0,WNW,21.9,290.0
2013-02-19 15:51:00,Partly Cloudy,14.0,,28.8,51.0,,30.14,30.0,,9:51 AM,10.0,WNW,20.7,300.0
2013-02-19 16:51:00,Partly Cloudy,14.0,,27.6,50.0,,30.17,30.9,,10:51 AM,10.0,WNW,18.4,300.0
2013-02-19 18:51:00,Partly Cloudy,15.1,,28.8,50.0,,30.19,32.0,,12:51 PM,10.0,WNW,17.3,300.0
2013-02-19 19:51:00,Partly Cloudy,12.9,,27.6,45.0,,30.2,32.0,,1:51 PM,10.0,West,21.9,280.0
2013-02-19 20:51:00,Partly Cloudy,14.0,,28.8,46.0,,30.21,33.1,,2:51 PM,10.0,NW,19.6,310.0
2013-02-19 21:51:00,Partly Cloudy,12.9,,28.8,43.0,,30.23,33.1,,3:51 PM,10.0,NW,17.3,310.0
2013-02-19 22:51:00,Partly Cloudy,12.9,,-,45.0,,30.24,32.0,,4:51 PM,10.0,WNW,13.8,300.0
2013-02-20 00:51:00,Clear,10.9,,-,49.0,,30.27,28.0,,6:51 PM,10.0,WNW,15.0,300.0
2013-02-20 01:51:00,Clear,10.9,,-,51.0,,30.29,27.0,,7:51 PM,10.0,WNW,10.4,300.0
2013-02-20 02:51:00,Clear,10.9,,-,51.0,,30.31,27.0,,8:51 PM,10.0,WNW,8.1,300.0
2013-02-20 03:51:00,Clear,10.9,,-,55.0,,30.33,25.0,,9:51 PM,10.0,West,9.2,280.0
2013-02-20 04:51:00,Clear,10.0,,-,53.0,,30.33,25.0,,10:51 PM,10.0,WNW,8.1,290.0
2013-02-20 05:51:00,Clear,9.0,,-,53.0,,30.33,24.1,,11:51 PM,10.0,WNW,8.1,290.0
2013-02-20 06:51:00,Partly Cloudy,9.0,,-,53.0,,30.35,24.1,,12:51 AM,10.0,NW,8.1,310.0
2013-02-20 07:51:00,Partly Cloudy,9.0,,-,58.0,,30.36,21.9,,1:51 AM,10.0,WNW,8.1,300.0
2013-02-20 08:51:00,Scattered Clouds,7.0,,-,53.0,,30.35,21.9,,2:51 AM,10.0,NW,8.1,310.0
2013-02-20 09:51:00,Scattered Clouds,8.1,,-,57.0,,30.34,21.0,,3:51 AM,10.0,North,6.9,10.0
2013-02-20 10:51:00,Partly Cloudy,7.0,,-,59.0,,30.36,19.0,,4:51 AM,10.0,NNW,6.9,340.0
2013-02-20 11:51:00,Partly Cloudy,8.1,,-,65.0,,30.39,18.0,,5:51 AM,10.0,NNW,5.8,340.0
2013-02-20 12:51:00,Mostly Cloudy,8.1,,-,65.0,,30.4,18.0,,6:51 AM,10.0,North,6.9,10.0
2013-02-20 13:51:00,Mostly Cloudy,8.1,,-,62.0,,30.43,19.0,,7:51 AM,10.0,NNW,4.6,330.0
2013-02-20 14:51:00,Mostly Cloudy,8.1,,-,60.0,,30.45,19.9,,8:51 AM,10.0,NW,5.8,320.0
2013-02-20 15:51:00,Mostly Cloudy,8.1,,-,55.0,,30.45,21.9,,9:51 AM,10.0,NW,5.8,320.0
2013-02-20 16:51:00,Overcast,9.0,,-,58.0,,30.46,21.9,,10:51 AM,10.0,North,5.8,10.0
2013-02-20 17:51:00,Overcast,10.0,,-,55.0,,30.45,24.1,,11:51 AM,10.0,NNW,8.1,340.0
2013-02-20 18:51:00,Overcast,10.9,,-,57.0,,30.43,24.1,,12:51 PM,10.0,Variable,5.8,0.0
2013-02-20 19:51:00,Overcast,10.9,,-,55.0,,30.41,25.0,,1:51 PM,10.0,Calm,Calm,0.0
2013-02-20 20:51:00,Overcast,9.0,,-,49.0,,30.38,26.1,,2:51 PM,10.0,NNE,5.8,30.0
2013-02-20 21:51:00,Mostly Cloudy,9.0,,-,49.0,,30.37,26.1,,3:51 PM,10.0,NE,6.9,50.0
2013-02-20 22:51:00,Mostly Cloudy,9.0,,-,49.0,,30.36,26.1,,4:51 PM,10.0,NE,9.2,50.0
2013-02-20 23:51:00,Mostly Cloudy,10.0,,-,51.0,,30.36,26.1,,5:51 PM,10.0,ENE,5.8,60.0
2013-02-21 00:51:00,Mostly Cloudy,10.0,,-,53.0,,30.35,25.0,,6:51 PM,10.0,ENE,6.9,70.0
2013-02-21 01:51:00,Scattered Clouds,10.9,,-,57.0,,30.36,24.1,,7:51 PM,10.0,East,8.1,90.0
2013-02-21 02:51:00,Scattered Clouds,10.9,,-,57.0,,30.37,24.1,,8:51 PM,10.0,ENE,5.8,60.0
2013-02-21 03:51:00,Mostly Cloudy,12.0,,-,63.0,,30.36,23.0,,9:51 PM,10.0,ENE,6.9,70.0
2013-02-21 04:51:00,Scattered Clouds,12.0,,-,66.0,,30.37,21.9,,10:51 PM,10.0,ENE,6.9,60.0
2013-02-21 05:51:00,Scattered Clouds,12.0,,-,68.0,,30.36,21.0,,11:51 PM,10.0,East,5.8,90.0
2013-02-21 06:51:00,Scattered Clouds,12.0,,-,66.0,,30.38,21.9,,12:51 AM,10.0,Calm,Calm,0.0
2013-02-21 07:51:00,Scattered Clouds,12.9,,-,68.0,,30.36,21.9,,1:51 AM,10.0,East,5.8,80.0
2013-02-21 08:51:00,Mostly Cloudy,12.9,,-,65.0,,30.32,23.0,,2:51 AM,10.0,East,6.9,80.0
2013-02-21 09:51:00,Mostly Cloudy,15.1,,-,69.0,,30.31,24.1,,3:51 AM,10.0,East,8.1,80.0
2013-02-21 10:51:00,Mostly Cloudy,15.1,,-,69.0,,30.26,24.1,,4:51 AM,10.0,East,12.7,100.0
2013-02-21 11:51:00,Mostly Cloudy,15.1,,-,66.0,,30.29,25.0,,5:51 AM,10.0,East,11.5,90.0
2013-02-21 12:51:00,Mostly Cloudy,16.0,,21.9,69.0,,30.25,25.0,,6:51 AM,10.0,East,16.1,80.0
2013-02-21 13:51:00,Mostly Cloudy,17.1,,-,69.0,,30.3,26.1,,7:51 AM,10.0,East,11.5,100.0
2013-02-21 14:51:00,Overcast,17.1,,-,69.0,,30.27,26.1,,8:51 AM,10.0,ESE,13.8,120.0
2013-02-21 15:51:00,Overcast,17.1,,20.7,66.0,,30.24,27.0,,9:51 AM,10.0,ESE,17.3,110.0
2013-02-21 16:07:00,Light Snow,17.6,Snow,-,69.0,0.0,30.17,26.6,,10:07 AM,4.0,East,16.1,100.0
2013-02-21 16:10:00,Light Snow,17.6,Snow,24.2,69.0,0.0,30.14,26.6,,10:10 AM,2.0,East,18.4,90.0
2013-02-21 16:14:00,Light Snow,17.6,Snow,-,69.0,0.0,30.13,26.6,,10:14 AM,1.5,East,21.9,90.0
2013-02-21 16:26:00,Light Ice Pellets,17.6,Snow,28.8,69.0,0.03,30.13,26.6,,10:26 AM,2.0,East,15.0,90.0
2013-02-21 16:30:00,Light Ice Pellets,19.4,Snow,27.6,74.0,0.04,30.12,26.6,,10:30 AM,4.0,East,15.0,80.0
2013-02-21 16:34:00,Light Ice Pellets,19.4,Snow,21.9,74.0,0.04,30.12,26.6,,10:34 AM,5.0,East,15.0,90.0
2013-02-21 16:46:00,Light Snow,19.4,Snow,18.4,74.0,0.05,30.14,26.6,,10:46 AM,5.0,East,12.7,100.0
2013-02-21 16:51:00,Light Snow,19.0,Snow,-,75.0,0.05,30.15,26.1,,10:51 AM,5.0,East,17.3,80.0
2013-02-21 16:56:00,Light Snow,19.4,Snow,-,74.0,0.0,30.11,26.6,,10:56 AM,3.0,East,19.6,100.0
2013-02-21 17:01:00,Light Snow,19.4,Snow,-,74.0,0.0,30.13,26.6,,11:01 AM,4.0,East,15.0,100.0
2013-02-21 17:07:00,Light Snow,19.4,Snow,-,74.0,0.0,30.08,26.6,,11:07 AM,2.5,East,18.4,90.0
2013-02-21 17:19:00,Light Snow,19.4,Snow,29.9,74.0,0.01,30.05,26.6,,11:19 AM,1.2,East,20.7,80.0
2013-02-21 17:24:00,Ice Pellets,19.4,Snow,29.9,74.0,0.03,30.09,26.6,,11:24 AM,1.0,East,16.1,100.0
2013-02-21 17:28:00,Snow,19.4,Snow,26.5,74.0,0.04,30.11,26.6,,11:28 AM,0.5,ESE,12.7,110.0
2013-02-21 17:31:00,Heavy Snow,19.4,Snow,24.2,74.0,0.06,30.12,26.6,,11:31 AM,0.2,East,15.0,100.0
2013-02-21 17:39:00,Heavy Snow,21.2,Fog-Snow,-,86.0,0.1,30.07,24.8,,11:39 AM,0.2,East,20.7,80.0
2013-02-21 17:45:00,Snow,21.2,Fog-Snow,-,86.0,0.13,30.08,24.8,,11:45 AM,0.5,East,17.3,80.0
2013-02-21 17:51:00,Snow,21.0,Fog-Snow,-,85.0,0.13,30.13,25.0,,11:51 AM,0.5,East,13.8,80.0
2013-02-21 18:51:00,Snow,21.9,Fog-Snow,-,88.0,0.18,30.16,25.0,,12:51 PM,0.5,NE,9.2,50.0
2013-02-21 19:39:00,Snow,21.2,Fog-Snow,-,86.0,0.12,30.12,24.8,,1:39 PM,0.5,NE,9.2,40.0
2013-02-21 19:51:00,Snow,21.0,Fog-Snow,-,85.0,0.14,30.14,25.0,,1:51 PM,0.5,ENE,10.4,60.0
2013-02-21 20:04:00,Heavy Snow,21.2,Fog-Snow,-,86.0,0.03,30.12,24.8,,2:04 PM,0.2,East,10.4,80.0
2013-02-21 20:27:00,Heavy Snow,21.2,Fog-Snow,-,86.0,0.15,30.04,24.8,,2:27 PM,0.2,East,18.4,80.0
2013-02-21 20:51:00,Heavy Snow,21.9,Fog-Snow,-,88.0,0.28,30.06,25.0,,2:51 PM,0.2,East,21.9,80.0
2013-02-21 21:17:00,Light Snow,21.2,Snow,29.9,80.0,0.04,29.96,26.6,,3:17 PM,0.8,East,23.0,80.0
2013-02-21 21:22:00,Light Snow,21.2,Snow,29.9,80.0,,29.94,26.6,,3:22 PM,1.0,East,21.9,80.0
2013-02-21 21:30:00,Light Freezing Rain,21.2,Rain-Snow,29.9,80.0,0.05,29.94,26.6,,3:30 PM,1.5,East,21.9,80.0
2013-02-21 21:51:00,Light Freezing Rain,23.0,Rain,32.2,85.0,0.06,29.96,27.0,,3:51 PM,1.5,East,23.0,80.0
2013-02-21 22:06:00,Light Freezing Rain,23.0,Rain,34.5,80.0,0.01,29.92,28.4,,4:06 PM,3.0,East,23.0,100.0
2013-02-21 22:22:00,Light Freezing Drizzle,23.0,,31.1,80.0,0.01,29.9,28.4,,4:22 PM,7.0,East,23.0,100.0
2013-02-21 22:36:00,Light Freezing Rain,24.8,Rain,31.1,86.0,0.01,29.87,28.4,,4:36 PM,4.0,East,24.2,100.0
2013-02-21 22:51:00,Light Freezing Rain,24.1,Rain,25.3,82.0,0.02,29.94,28.9,,4:51 PM,3.0,East,15.0,100.0
2013-02-21 23:22:00,Light Freezing Rain,24.8,Rain,28.8,80.0,0.01,29.87,30.2,,5:22 PM,4.0,East,18.4,100.0
2013-02-21 23:37:00,Light Freezing Rain,24.8,Rain,-,80.0,0.01,29.89,30.2,,5:37 PM,7.0,ESE,16.1,110.0
2013-02-21 23:44:00,Light Freezing Rain,26.6,Rain,23.0,86.0,0.02,29.86,30.2,,5:44 PM,2.5,East,18.4,100.0
2013-02-21 23:51:00,Light Freezing Rain,26.1,Rain,23.0,85.0,0.03,29.91,30.0,,5:51 PM,2.5,East,15.0,100.0
2013-02-22 00:07:00,Light Freezing Rain,26.6,Rain,25.3,86.0,0.01,29.87,30.2,,6:07 PM,4.0,East,19.6,100.0
2013-02-22 00:14:00,Overcast,26.6,,-,86.0,0.01,29.86,30.2,,6:14 PM,7.0,ESE,20.7,110.0
2013-02-22 00:36:00,Light Freezing Rain,26.6,Rain,-,86.0,0.01,29.9,30.2,,6:36 PM,6.0,ESE,16.1,120.0
2013-02-22 00:42:00,Light Freezing Rain,26.6,Rain,-,86.0,0.01,29.88,30.2,,6:42 PM,4.0,ESE,17.3,120.0
2013-02-22 00:51:00,Light Freezing Rain,27.0,Rain,26.5,85.0,0.02,29.9,30.9,,6:51 PM,4.0,ESE,17.3,110.0
2013-02-22 00:57:00,Light Freezing Rain,26.6,Rain,25.3,80.0,0.01,29.86,32.0,,6:57 PM,2.5,ESE,20.7,110.0
2013-02-22 01:08:00,Light Freezing Rain,26.6,Rain,26.5,80.0,0.02,29.86,32.0,,7:08 PM,4.0,ESE,20.7,120.0
2013-02-22 01:24:00,Overcast,26.6,,29.9,80.0,0.02,29.87,32.0,,7:24 PM,7.0,ESE,21.9,120.0
2013-02-22 01:51:00,Overcast,27.0,,29.9,82.0,0.02,29.9,32.0,,7:51 PM,7.0,ESE,20.7,120.0
2013-02-22 02:19:00,Light Freezing Rain,26.6,Rain,29.9,80.0,0.0,29.86,32.0,,8:19 PM,4.0,SE,16.1,130.0
2013-02-22 02:38:00,Light Freezing Rain,26.6,Rain,25.3,80.0,0.0,29.86,32.0,,8:38 PM,3.0,SE,15.0,130.0
2013-02-22 02:49:00,Light Freezing Rain,28.4,Rain,-,87.0,0.0,29.86,32.0,,8:49 PM,2.0,SE,13.8,130.0
2013-02-22 03:41:00,Light Freezing Drizzle,28.4,,-,87.0,0.01,29.86,32.0,,9:41 PM,2.0,SE,11.5,140.0
2013-02-22 03:51:00,Light Freezing Drizzle,28.9,,18.4,88.0,0.01,29.89,32.0,,9:51 PM,2.0,SE,9.2,130.0
2013-02-22 04:47:00,Light Freezing Drizzle,28.4,,-,87.0,0.0,29.83,32.0,,10:47 PM,3.0,SE,8.1,130.0
2013-02-22 04:51:00,Light Freezing Drizzle,28.9,,-,88.0,0.0,29.87,32.0,,10:51 PM,3.0,SE,6.9,130.0
2013-02-22 05:26:00,Light Drizzle,30.2,,-,87.0,0.0,29.83,33.8,,11:26 PM,2.5,SE,8.1,130.0
2013-02-22 05:51:00,Light Drizzle,30.0,,-,89.0,0.0,29.87,33.1,,11:51 PM,2.5,SSE,4.6,150.0
2013-02-22 06:51:00,Light Snow,30.0,Snow,-,89.0,0.01,29.87,33.1,,12:51 AM,3.0,South,5.8,170.0
2013-02-22 07:11:00,Light Snow,30.2,Snow,-,87.0,0.0,29.82,33.8,,1:11 AM,4.0,SSE,6.9,150.0
2013-02-22 07:18:00,Light Snow,30.2,Snow,-,87.0,0.0,29.82,33.8,,1:18 AM,5.0,SE,8.1,140.0
2013-02-22 07:51:00,Light Snow,30.0,Snow,-,89.0,0.0,29.85,33.1,,1:51 AM,5.0,South,5.8,180.0
2013-02-22 08:35:00,Light Snow,30.2,Snow,-,87.0,0.0,29.82,33.8,,2:35 AM,4.0,South,4.6,190.0
2013-02-22 08:51:00,Light Snow,30.9,Snow,-,92.0,0.0,29.85,33.1,,2:51 AM,3.0,South,3.5,180.0
2013-02-22 09:40:00,Overcast,30.2,,-,87.0,0.0,29.8,33.8,,3:40 AM,4.0,South,3.5,180.0
2013-02-22 09:51:00,Overcast,30.9,,-,89.0,0.0,29.84,34.0,,3:51 AM,5.0,South,3.5,190.0
2013-02-22 10:51:00,Overcast,30.9,,-,89.0,,29.85,34.0,,4:51 AM,9.0,SW,8.1,220.0
2013-02-22 11:51:00,Light Snow,30.9,Snow,-,89.0,0.0,29.87,34.0,,5:51 AM,8.0,SW,8.1,220.0
2013-02-22 12:06:00,Light Snow,30.2,Snow,-,87.0,0.0,29.84,33.8,,6:06 AM,9.0,SSW,6.9,210.0
2013-02-22 12:37:00,Light Snow,30.2,Snow,-,81.0,0.0,29.85,35.6,,6:37 AM,9.0,SSW,8.1,210.0
2013-02-22 12:51:00,Light Snow,30.9,Snow,-,85.0,0.0,29.9,35.1,,6:51 AM,9.0,SW,8.1,220.0
2013-02-22 13:15:00,Light Snow,30.2,Snow,-,81.0,0.0,29.87,35.6,,7:15 AM,9.0,SSW,9.2,210.0
2013-02-22 13:51:00,Light Drizzle,30.0,,-,82.0,0.0,29.91,35.1,,7:51 AM,9.0,SSW,6.9,210.0
2013-02-22 14:51:00,Overcast,30.0,,-,79.0,0.0,29.94,36.0,,8:51 AM,10.0,SSW,8.1,210.0
2013-02-22 15:51:00,Overcast,28.9,,-,76.0,,29.95,36.0,,9:51 AM,10.0,WSW,15.0,240.0
2013-02-22 16:31:00,Overcast,28.4,,-,75.0,,29.94,35.6,,10:31 AM,10.0,WSW,13.8,240.0
2013-02-22 16:51:00,Overcast,27.0,,-,72.0,,29.98,35.1,,10:51 AM,10.0,West,15.0,260.0
2013-02-22 17:51:00,Overcast,27.0,,-,75.0,,30.0,34.0,,11:51 AM,10.0,WSW,12.7,250.0
2013-02-22 18:51:00,Overcast,26.1,,24.2,75.0,,30.0,33.1,,12:51 PM,10.0,West,12.7,260.0
2013-02-22 19:43:00,Overcast,24.8,,-,70.0,,29.98,33.8,,1:43 PM,10.0,WSW,13.8,250.0
2013-02-22 19:51:00,Overcast,24.1,,-,67.0,,30.01,34.0,,1:51 PM,10.0,WSW,15.0,250.0
2013-02-22 20:31:00,Overcast,24.8,,-,70.0,,29.99,33.8,,2:31 PM,10.0,West,12.7,260.0
2013-02-22 20:51:00,Overcast,23.0,,23.0,64.0,,30.02,34.0,,2:51 PM,10.0,West,15.0,260.0
2013-02-22 20:59:00,Overcast,23.0,,21.9,65.0,,29.99,33.8,,2:59 PM,10.0,West,16.1,270.0
2013-02-22 21:40:00,Mostly Cloudy,23.0,,-,65.0,,30.0,33.8,,3:40 PM,10.0,WSW,15.0,250.0
2013-02-22 21:51:00,Mostly Cloudy,23.0,,20.7,66.0,,30.03,33.1,,3:51 PM,10.0,West,10.4,270.0
2013-02-22 21:58:00,Mostly Cloudy,23.0,,21.9,65.0,,30.0,33.8,,3:58 PM,10.0,West,16.1,270.0
2013-02-22 22:51:00,Partly Cloudy,21.0,,-,61.0,,30.03,33.1,,4:51 PM,10.0,West,16.1,280.0
2013-02-22 23:51:00,Partly Cloudy,19.9,,-,66.0,,30.05,30.0,,5:51 PM,10.0,WNW,9.2,290.0
2013-02-23 00:51:00,Partly Cloudy,18.0,,-,64.0,,30.07,28.9,,6:51 PM,10.0,WNW,4.6,300.0
2013-02-23 01:51:00,Clear,18.0,,-,69.0,,30.08,27.0,,7:51 PM,10.0,NW,5.8,310.0
2013-02-23 02:51:00,Clear,17.1,,-,72.0,,30.1,25.0,,8:51 PM,10.0,WNW,3.5,300.0
2013-02-23 03:51:00,Clear,16.0,,-,71.0,,30.11,24.1,,9:51 PM,10.0,West,9.2,280.0
2013-02-23 04:51:00,Clear,16.0,,-,71.0,,30.11,24.1,,10:51 PM,10.0,West,5.8,270.0
2013-02-23 05:51:00,Partly Cloudy,16.0,,-,74.0,,30.1,23.0,,11:51 PM,9.0,West,6.9,270.0
2013-02-23 06:51:00,Clear,16.0,,-,74.0,,30.09,23.0,,12:51 AM,10.0,West,6.9,270.0
2013-02-23 07:51:00,Clear,16.0,,-,74.0,,30.1,23.0,,1:51 AM,9.0,WSW,5.8,250.0
2013-02-23 08:51:00,Clear,15.1,,-,75.0,,30.09,21.9,,2:51 AM,9.0,West,4.6,260.0
2013-02-23 09:51:00,Clear,14.0,,-,78.0,,30.09,19.9,,3:51 AM,8.0,West,5.8,270.0
2013-02-23 10:51:00,Clear,14.0,,-,81.0,,30.08,19.0,,4:51 AM,8.0,Calm,Calm,0.0
2013-02-23 11:51:00,Clear,12.9,,-,84.0,,30.09,17.1,,5:51 AM,6.0,West,4.6,270.0
2013-02-23 12:51:00,Clear,12.9,,-,84.0,,30.09,17.1,,6:51 AM,5.0,West,4.6,260.0
2013-02-23 13:51:00,Haze,15.1,,-,78.0,,30.09,21.0,,7:51 AM,5.0,West,8.1,260.0
2013-02-23 14:51:00,Partly Cloudy,16.0,,-,71.0,,30.08,24.1,,8:51 AM,7.0,WNW,5.8,290.0
2013-02-23 15:51:00,Scattered Clouds,17.1,,-,63.0,,30.09,28.0,,9:51 AM,9.0,West,5.8,270.0
2013-02-23 16:51:00,Partly Cloudy,17.1,,-,63.0,,30.09,28.0,,10:51 AM,10.0,West,4.6,270.0
2013-02-23 17:51:00,Scattered Clouds,17.6,,-,60.0,,30.05,30.2,,11:51 AM,10.0,WNW,3.5,300.0
2013-02-23 18:51:00,Scattered Clouds,17.1,,-,54.0,,30.06,32.0,,12:51 PM,10.0,NW,4.6,310.0
2013-02-23 19:51:00,Scattered Clouds,18.0,,-,56.0,,30.05,32.0,,1:51 PM,10.0,Calm,Calm,0.0
2013-02-23 20:51:00,Partly Cloudy,18.0,,-,56.0,,30.04,32.0,,2:51 PM,10.0,North,4.6,350.0
2013-02-23 21:51:00,Scattered Clouds,19.0,,-,56.0,,30.04,33.1,,3:51 PM,10.0,NW,4.6,320.0
2013-02-23 22:51:00,Partly Cloudy,19.0,,-,56.0,,30.04,33.1,,4:51 PM,10.0,NNW,4.6,330.0
2013-02-23 23:51:00,Partly Cloudy,19.0,,-,59.0,,30.05,32.0,,5:51 PM,10.0,Calm,Calm,0.0
2013-02-24 00:51:00,Partly Cloudy,18.0,,-,61.0,,30.06,30.0,,6:51 PM,10.0,Calm,Calm,0.0
2013-02-24 01:51:00,Clear,18.0,,-,64.0,,30.06,28.9,,7:51 PM,10.0,Calm,Calm,0.0
2013-02-24 02:51:00,Clear,18.0,,-,66.0,,30.07,28.0,,8:51 PM,9.0,Calm,Calm,0.0
2013-02-24 03:51:00,Clear,18.0,,-,75.0,,30.06,25.0,,9:51 PM,10.0,Calm,Calm,0.0
2013-02-24 04:51:00,Clear,17.1,,-,78.0,,30.06,23.0,,10:51 PM,10.0,Calm,Calm,0.0
2013-02-24 05:51:00,Clear,17.1,,-,78.0,,30.07,23.0,,11:51 PM,10.0,Calm,Calm,0.0
2013-02-24 06:51:00,Haze,16.0,,-,78.0,,30.07,21.9,,12:51 AM,6.0,Calm,Calm,0.0
2013-02-24 07:51:00,Haze,16.0,,-,78.0,,30.09,21.9,,1:51 AM,6.0,Calm,Calm,0.0
2013-02-24 08:51:00,Clear,16.0,,-,85.0,,30.09,19.9,,2:51 AM,6.0,Calm,Calm,0.0
2013-02-24 09:51:00,Haze,15.1,,-,78.0,,30.08,21.0,,3:51 AM,6.0,Calm,Calm,0.0
2013-02-24 10:51:00,Haze,15.1,,-,78.0,,30.1,21.0,,4:51 AM,6.0,Calm,Calm,0.0
2013-02-24 11:51:00,Haze,12.9,,-,77.0,,30.12,19.0,,5:51 AM,6.0,Calm,Calm,0.0
2013-02-24 12:51:00,Partly Cloudy,15.1,,-,85.0,,30.14,19.0,,6:51 AM,5.0,Calm,Calm,0.0
2013-02-24 13:18:00,Haze,15.8,,-,86.0,,30.1,19.4,,7:18 AM,4.0,Calm,Calm,0.0
2013-02-24 13:51:00,Partly Cloudy,18.0,,-,85.0,,30.15,21.9,,7:51 AM,4.0,Calm,Calm,0.0
2013-02-24 13:58:00,Partly Cloudy,17.6,,-,86.0,,30.12,21.2,,7:58 AM,3.0,Calm,Calm,0.0
2013-02-24 14:05:00,Haze,17.6,,-,80.0,,30.12,23.0,,8:05 AM,4.0,ENE,4.6,60.0
2013-02-24 14:51:00,Haze,21.0,,-,75.0,,30.16,28.0,,8:51 AM,4.0,Calm,Calm,0.0
2013-02-24 15:10:00,Haze,21.2,,-,74.0,,30.13,28.4,,9:10 AM,5.0,ESE,5.8,110.0
2013-02-24 15:51:00,Haze,24.1,,-,67.0,,30.16,34.0,,9:51 AM,5.0,East,5.8,100.0
2013-02-24 16:51:00,Partly Cloudy,21.9,,-,54.0,,30.17,37.0,,10:51 AM,9.0,ESE,8.1,110.0
2013-02-24 17:51:00,Partly Cloudy,23.0,,-,53.0,,30.16,39.0,,11:51 AM,10.0,East,9.2,100.0
2013-02-24 18:51:00,Partly Cloudy,21.9,,-,49.0,,30.15,39.9,,12:51 PM,10.0,ESE,8.1,120.0
2013-02-24 19:51:00,Partly Cloudy,21.9,,-,47.0,,30.13,41.0,,1:51 PM,10.0,SE,8.1,140.0
2013-02-24 20:51:00,Partly Cloudy,21.9,,-,47.0,,30.11,41.0,,2:51 PM,10.0,ESE,9.2,120.0
2013-02-24 21:51:00,Partly Cloudy,24.1,,-,49.0,,30.1,42.1,,3:51 PM,10.0,ESE,10.4,120.0
2013-02-24 22:51:00,Clear,25.0,,-,53.0,,30.09,41.0,,4:51 PM,10.0,ESE,10.4,110.0
2013-02-24 23:51:00,Partly Cloudy,26.1,,-,60.0,,30.1,39.0,,5:51 PM,10.0,East,10.4,90.0
2013-02-25 00:51:00,Partly Cloudy,26.1,,-,62.0,,30.11,37.9,,6:51 PM,10.0,ESE,10.4,110.0
2013-02-25 01:51:00,Partly Cloudy,25.0,,-,64.0,,30.11,36.0,,7:51 PM,10.0,East,6.9,100.0
2013-02-25 02:51:00,Partly Cloudy,24.1,,-,67.0,,30.1,34.0,,8:51 PM,10.0,ESE,4.6,110.0
2013-02-25 03:51:00,Partly Cloudy,25.0,,-,70.0,,30.09,34.0,,9:51 PM,10.0,East,6.9,100.0
2013-02-25 04:51:00,Partly Cloudy,25.0,,-,72.0,,30.08,33.1,,10:51 PM,10.0,ENE,3.5,70.0
2013-02-25 05:51:00,Scattered Clouds,24.1,,-,73.0,,30.08,32.0,,11:51 PM,10.0,East,3.5,80.0
2013-02-25 06:51:00,Mostly Cloudy,24.1,,-,73.0,,30.08,32.0,,12:51 AM,10.0,East,3.5,100.0
2013-02-25 07:51:00,Mostly Cloudy,23.0,,-,75.0,,30.1,30.0,,1:51 AM,10.0,East,4.6,80.0
2013-02-25 08:51:00,Mostly Cloudy,25.0,,-,75.0,,30.08,32.0,,2:51 AM,9.0,East,6.9,90.0
2013-02-25 09:51:00,Mostly Cloudy,24.1,,-,76.0,,30.07,30.9,,3:51 AM,8.0,East,6.9,80.0
2013-02-25 10:51:00,Mostly Cloudy,24.8,,-,75.0,,30.05,32.0,,4:51 AM,8.0,ESE,6.9,110.0
2013-02-25 11:51:00,Mostly Cloudy,25.0,,-,72.0,,30.05,33.1,,5:51 AM,8.0,East,8.1,100.0
2013-02-25 12:51:00,Mostly Cloudy,24.1,,-,73.0,,30.04,32.0,,6:51 AM,7.0,East,6.9,100.0
2013-02-25 13:51:00,Mostly Cloudy,25.0,,-,72.0,,30.05,33.1,,7:51 AM,7.0,ENE,9.2,70.0
2013-02-25 14:51:00,Mostly Cloudy,26.1,,-,65.0,,30.06,37.0,,8:51 AM,8.0,ESE,11.5,110.0
2013-02-25 15:51:00,Mostly Cloudy,27.0,,-,62.0,,30.05,39.0,,9:51 AM,8.0,ESE,17.3,120.0
2013-02-25 16:51:00,Mostly Cloudy,27.0,,-,55.0,,30.04,42.1,,10:51 AM,9.0,ESE,15.0,120.0
2013-02-25 17:51:00,Mostly Cloudy,28.0,,-,58.0,,30.01,42.1,,11:51 AM,10.0,East,15.0,80.0
2013-02-25 18:51:00,Overcast,28.0,,-,56.0,,29.99,43.0,,12:51 PM,10.0,East,12.7,80.0
2013-02-25 19:51:00,Overcast,28.9,,-,58.0,,29.93,43.0,,1:51 PM,10.0,ENE,17.3,70.0
2013-02-25 20:51:00,Overcast,28.0,,20.7,56.0,,29.89,43.0,,2:51 PM,10.0,ENE,12.7,70.0
2013-02-25 21:51:00,Overcast,28.0,,24.2,56.0,,29.87,43.0,,3:51 PM,10.0,ENE,16.1,70.0
2013-02-25 22:51:00,Overcast,30.0,,-,65.0,,29.85,41.0,,4:51 PM,10.0,NE,13.8,40.0
2013-02-25 23:51:00,Overcast,28.9,,-,65.0,,29.81,39.9,,5:51 PM,10.0,N
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