{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Visualize football stadiums\n",
"\n",
"This notebook visualizes the data geocoded in [foursquare-geocode-football-stadiums.ipynb](foursquare-geocode-football-stadiums.ipynb). The dataset comprises all the Division I college football stadiums in the US (FBS and FCS) comes from [here](https://en.wikipedia.org/wiki/List_of_NCAA_Division_I_FBS_football_stadiums) and [here](https://en.wikipedia.org/wiki/List_of_NCAA_Division_I_FCS_football_stadiums)."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import pandas as pd, numpy as np, matplotlib.pyplot as plt, json\n",
"import matplotlib.font_manager as fm, matplotlib.cm as cm, matplotlib.patches as mpatches\n",
"from mpl_toolkits.basemap import Basemap\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# dpi for saving images\n",
"dpi = 96"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
\n",
" \n",
" \n",
" | \n",
" stadium | \n",
" city | \n",
" state | \n",
" team | \n",
" conference | \n",
" capacity | \n",
" built | \n",
" expanded | \n",
" div | \n",
" latitude | \n",
" longitude | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" Michigan Stadium | \n",
" Ann Arbor | \n",
" MI | \n",
" Michigan | \n",
" Big Ten | \n",
" 107601 | \n",
" 1927 | \n",
" 2015 | \n",
" fbs | \n",
" 42.265869 | \n",
" -83.748726 | \n",
"
\n",
" \n",
" | 1 | \n",
" Beaver Stadium | \n",
" University Park | \n",
" PA | \n",
" Penn State | \n",
" Big Ten | \n",
" 106572 | \n",
" 1960 | \n",
" 2001 | \n",
" fbs | \n",
" 40.812153 | \n",
" -77.856202 | \n",
"
\n",
" \n",
" | 2 | \n",
" Ohio Stadium | \n",
" Columbus | \n",
" OH | \n",
" Ohio State | \n",
" Big Ten | \n",
" 104944 | \n",
" 1922 | \n",
" 2014 | \n",
" fbs | \n",
" 40.001686 | \n",
" -83.019728 | \n",
"
\n",
" \n",
" | 3 | \n",
" Kyle Field | \n",
" College Station | \n",
" TX | \n",
" Texas A&M | \n",
" SEC | \n",
" 102733 | \n",
" 1927 | \n",
" 2015 | \n",
" fbs | \n",
" 30.610098 | \n",
" -96.340729 | \n",
"
\n",
" \n",
" | 4 | \n",
" Neyland Stadium | \n",
" Knoxville | \n",
" TN | \n",
" Tennessee | \n",
" SEC | \n",
" 102455 | \n",
" 1921 | \n",
" 2010 | \n",
" fbs | \n",
" 35.954734 | \n",
" -83.925333 | \n",
"
\n",
" \n",
"
\n",
"