Google Earth Testing



In [1]:
import pandas as pd
import numpy as np

In [5]:
locations = pd.read_csv("locations_final.csv")
locations.head()


Out[5]:
a1 a2 a3 a4
0 1 47 -87.114 32.334
1 1 65 -87.623 32.753
2 1 85 -86.651 32.148
3 1 105 -87.294 32.639
4 1 119 -88.200 32.597

In [9]:
x1 = locations.a3
x2 = locations.a4

In [10]:
x1.size


Out[10]:
1834

In [14]:
x1[3]


Out[14]:
-87.293999999999997

In [15]:
for i in range(x1.size):
    print("[" + str(x1[i]) + ", " + str(x2[i]) + "], ")


[-87.114, 32.334], 
[-87.623, 32.753], 
[-86.651, 32.148], 
[-87.294, 32.639], 
[-88.2, 32.597], 
[-87.746, 30.659], 
[-87.168, 31.122], 
[-87.383, 31.58], 
[-86.566, 33.977], 
[-85.654, 34.07], 
[-86.869, 34.132], 
[-85.804, 34.461], 
[-86.034, 34.048], 
[-85.98, 34.764], 
[-87.801, 34.703], 
[-87.651, 34.904], 
[-87.322, 34.53], 
[-86.981, 34.81], 
[-86.551, 34.764], 
[-86.846, 34.454], 
[-86.727, 32.854], 
[-87.764, 33.716], 
[-86.176, 33.369], 
[-87.523, 33.29], 
[-85.405, 31.87], 
[-86.449, 31.244], 
[-85.821, 31.092], 
[-85.296, 31.158], 
[-85.942, 31.799], 
[-92.927, 34.946], 
[-91.377, 34.29], 
[-90.315, 35.212], 
[-90.764, 35.286], 
[-90.779, 34.78], 
[-91.894, 34.755], 
[-91.203, 34.68], 
[-90.856, 34.424], 
[-91.554, 34.831], 
[-90.742, 35.014], 
[-91.245, 35.193], 
[-90.419, 36.367], 
[-90.631, 35.828], 
[-90.566, 36.121], 
[-91.56, 35.737], 
[-91.223, 35.597], 
[-91.101, 36.041], 
[-90.052, 35.767], 
[-90.681, 35.569], 
[-91.028, 36.341], 
[-91.753, 35.255], 
[-94.256, 36.338], 
[-91.772, 33.191], 
[-91.297, 33.267], 
[-91.244, 33.829], 
[-91.723, 33.587], 
[-91.931, 34.278], 
[-91.728, 33.958], 
[-75.503, 39.097], 
[-75.644, 39.576], 
[-75.337, 38.673], 
[-83.332, 32.435], 
[-83.156, 32.16], 
[-82.926, 32.393], 
[-83.832, 32.571], 
[-82.012, 33.051], 
[-82.42, 33.058], 
[-81.972, 32.795], 
[-82.963, 34.349], 
[-83.074, 33.867], 
[-85.345, 34.474], 
[-84.874, 34.51], 
[-85.305, 34.736], 
[-83.228, 31.289], 
[-83.582, 30.823], 
[-82.845, 31.549], 
[-83.77, 31.19], 
[-82.637, 31.812], 
[-82.931, 31.914], 
[-83.526, 31.457], 
[-82.29, 31.74], 
[-81.89, 32.153], 
[-82.21, 31.354], 
[-82.059, 32.044], 
[-82.332, 32.127], 
[-82.422, 31.051], 
[-84.584, 30.881], 
[-84.907, 31.324], 
[-84.245, 30.876], 
[-84.192, 31.229], 
[-84.868, 30.934], 
[-84.439, 31.777], 
[-83.92, 30.865], 
[-84.051, 32.363], 
[-84.53, 32.36], 
[-84.251, 32.555], 
[-88.902, 40.181], 
[-89.365, 40.129], 
[-88.962, 39.86], 
[-89.342, 41.031], 
[-89.914, 40.237], 
[-88.845, 40.495], 
[-89.794, 40.023], 
[-89.767, 40.786], 
[-89.797, 41.097], 
[-89.516, 40.508], 
[-89.211, 40.79], 
[-88.197, 40.139], 
[-88.225, 40.597], 
[-87.834, 40.749], 
[-87.861, 41.14], 
[-88.553, 40.894], 
[-88.592, 40.009], 
[-87.727, 40.187], 
[-87.792, 39.332], 
[-88.482, 38.747], 
[-88.221, 39.514], 
[-87.761, 39.003], 
[-88.241, 39.273], 
[-88.223, 39.766], 
[-87.747, 39.679], 
[-88.593, 39.048], 
[-89.018, 39.001], 
[-88.151, 39.005], 
[-87.73, 38.719], 
[-88.92, 38.648], 
[-88.626, 39.637], 
[-88.086, 38.712], 
[-88.799, 39.385], 
[-88.824, 42.319], 
[-88.769, 41.895], 
[-88.401, 41.292], 
[-88.428, 41.94], 
[-88.886, 41.343], 
[-87.436, 42.326], 
[-88.452, 42.324], 
[-87.978, 41.448], 
[-89.528, 41.401], 
[-89.924, 42.071], 
[-90.131, 41.35], 
[-90.211, 42.362], 
[-89.299, 41.747], 
[-90.741, 41.205], 
[-89.32, 42.042], 
[-89.298, 41.199], 
[-90.572, 41.468], 
[-89.666, 42.35], 
[-89.911, 41.751], 
[-89.161, 42.337], 
[-88.926, 37.992], 
[-88.228, 37.769], 
[-88.266, 37.518], 
[-88.924, 38.301], 
[-88.706, 37.216], 
[-88.542, 37.417], 
[-87.839, 38.446], 
[-88.432, 38.432], 
[-88.179, 38.087], 
[-89.426, 38.606], 
[-88.882, 37.461], 
[-90.179, 38.278], 
[-89.369, 38.084], 
[-89.128, 37.216], 
[-89.821, 38.057], 
[-89.929, 38.47], 
[-89.417, 38.353], 
[-88.93, 37.73], 
[-91.195, 39.986], 
[-90.75, 39.962], 
[-90.202, 40.465], 
[-91.168, 40.406], 
[-90.941, 40.814], 
[-90.214, 40.931], 
[-90.679, 40.456], 
[-90.613, 40.157], 
[-90.62, 40.85], 
[-89.437, 38.886], 
[-90.666, 39.164], 
[-90.246, 39.969], 
[-89.28, 39.546], 
[-90.388, 39.355], 
[-90.361, 39.08], 
[-89.926, 39.266], 
[-89.9, 38.827], 
[-89.478, 39.228], 
[-90.203, 39.718], 
[-90.889, 39.625], 
[-89.662, 39.757], 
[-90.478, 39.637], 
[-85.898, 39.206], 
[-86.469, 40.051], 
[-86.478, 40.306], 
[-85.5, 39.306], 
[-85.655, 40.516], 
[-86.022, 40.054], 
[-85.773, 39.823], 
[-86.51, 39.769], 
[-86.114, 40.484], 
[-86.095, 39.496], 
[-85.722, 40.166], 
[-86.136, 39.783], 
[-86.447, 39.483], 
[-85.466, 39.622], 
[-85.792, 39.524], 
[-86.056, 40.31], 
[-85.324, 40.473], 
[-85.399, 40.228], 
[-85.185, 39.64], 
[-85.397, 39.93], 
[-85.003, 40.435], 
[-85.005, 40.164], 
[-84.925, 39.623], 
[-85.007, 39.863], 
[-86.565, 40.585], 
[-86.355, 40.754], 
[-85.864, 41.601], 
[-86.265, 41.05], 
[-85.862, 41.244], 
[-86.269, 41.325], 
[-86.044, 40.773], 
[-86.288, 41.618], 
[-85.795, 40.844], 
[-84.936, 40.746], 
[-85.072, 41.092], 
[-85.0, 41.401], 
[-85.479, 40.826], 
[-85.426, 41.642], 
[-85.417, 41.405], 
[-85.002, 41.643], 
[-85.213, 40.735], 
[-85.502, 41.136], 
[-87.315, 40.601], 
[-87.119, 41.018], 
[-86.745, 41.549], 
[-87.374, 41.472], 
[-87.402, 40.962], 
[-87.071, 41.51], 
[-86.693, 41.045], 
[-86.645, 41.284], 
[-86.864, 40.751], 
[-85.911, 38.318], 
[-86.104, 38.186], 
[-86.043, 38.912], 
[-86.488, 38.84], 
[-86.523, 39.161], 
[-86.489, 38.547], 
[-86.105, 38.601], 
[-85.711, 38.476], 
[-84.973, 39.148], 
[-85.067, 39.41], 
[-85.44, 38.784], 
[-85.628, 38.996], 
[-84.964, 38.941], 
[-85.261, 39.1], 
[-85.752, 38.679], 
[-85.03, 38.826], 
[-87.073, 38.695], 
[-86.873, 38.373], 
[-87.581, 38.317], 
[-87.005, 39.047], 
[-87.42, 38.688], 
[-87.869, 38.028], 
[-87.011, 38.01], 
[-87.416, 39.089], 
[-87.586, 38.02], 
[-87.272, 38.098], 
[-87.116, 39.394], 
[-87.235, 40.121], 
[-86.893, 40.04], 
[-86.839, 39.317], 
[-87.197, 39.774], 
[-86.853, 39.666], 
[-86.894, 40.389], 
[-87.462, 39.854], 
[-87.39, 39.429], 
[-87.376, 40.353], 
[-93.938, 42.039], 
[-94.041, 41.685], 
[-92.79, 42.403], 
[-93.709, 42.391], 
[-93.242, 42.39], 
[-93.054, 41.686], 
[-92.981, 42.042], 
[-93.57, 41.684], 
[-92.523, 41.685], 
[-93.466, 42.038], 
[-92.529, 42.075], 
[-94.176, 42.434], 
[-92.058, 42.093], 
[-91.133, 41.772], 
[-90.534, 41.898], 
[-92.059, 41.684], 
[-90.575, 42.164], 
[-91.589, 41.669], 
[-91.117, 42.125], 
[-91.598, 42.078], 
[-91.119, 41.484], 
[-90.622, 41.642], 
[-92.78, 42.735], 
[-93.251, 43.075], 
[-92.787, 43.053], 
[-93.271, 42.737], 
[-93.744, 43.075], 
[-94.203, 42.782], 
[-94.214, 43.212], 
[-92.784, 43.349], 
[-93.743, 43.378], 
[-93.249, 43.373], 
[-93.735, 42.733], 
[-91.383, 43.275], 
[-92.308, 42.472], 
[-92.328, 42.781], 
[-91.839, 42.47], 
[-92.317, 43.06], 
[-91.324, 42.841], 
[-91.359, 42.473], 
[-90.879, 42.463], 
[-91.839, 42.864], 
[-92.322, 43.365], 
[-91.851, 43.293], 
[-95.141, 42.742], 
[-95.633, 42.743], 
[-95.15, 43.08], 
[-95.196, 43.39], 
[-94.669, 43.378], 
[-96.207, 43.384], 
[-95.626, 43.084], 
[-95.634, 43.379], 
[-94.669, 43.075], 
[-96.216, 42.738], 
[-94.678, 42.734], 
[-96.178, 43.083], 
[-92.873, 40.744], 
[-93.784, 41.029], 
[-93.785, 40.736], 
[-93.331, 41.033], 
[-94.015, 41.331], 
[-93.094, 41.331], 
[-92.87, 41.029], 
[-94.244, 40.735], 
[-94.245, 41.029], 
[-93.564, 41.337], 
[-93.333, 40.74], 
[-92.41, 40.748], 
[-91.187, 40.915], 
[-91.544, 40.986], 
[-91.967, 41.007], 
[-92.168, 41.331], 
[-91.477, 40.648], 
[-91.257, 41.218], 
[-92.636, 41.331], 
[-91.953, 40.754], 
[-92.409, 41.031], 
[-91.725, 41.329], 
[-94.478, 41.329], 
[-94.697, 41.022], 
[-94.933, 41.334], 
[-95.599, 40.743], 
[-95.158, 41.022], 
[-95.144, 40.739], 
[-95.545, 41.34], 
[-94.904, 41.679], 
[-94.644, 42.386], 
[-94.868, 42.039], 
[-95.389, 42.043], 
[-94.389, 42.042], 
[-94.501, 41.684], 
[-95.827, 41.689], 
[-95.507, 42.392], 
[-95.957, 42.049], 
[-95.105, 42.388], 
[-95.309, 41.679], 
[-96.053, 42.393], 
[-98.768, 38.481], 
[-97.158, 38.868], 
[-97.103, 38.36], 
[-97.647, 38.396], 
[-98.201, 38.347], 
[-99.309, 38.524], 
[-97.65, 38.786], 
[-95.292, 38.215], 
[-95.291, 38.896], 
[-95.279, 38.558], 
[-96.768, 39.002], 
[-94.845, 38.217], 
[-96.162, 38.455], 
[-94.833, 38.567], 
[-96.651, 38.688], 
[-95.708, 38.648], 
[-97.169, 39.345], 
[-98.223, 39.777], 
[-98.768, 39.348], 
[-97.655, 39.138], 
[-99.342, 39.785], 
[-97.651, 39.829], 
[-98.785, 39.785], 
[-97.096, 39.777], 
[-95.313, 39.533], 
[-95.57, 39.826], 
[-95.794, 39.411], 
[-95.375, 39.24], 
[-95.039, 39.19], 
[-96.521, 39.783], 
[-96.005, 39.791], 
[-96.337, 39.382], 
[-101.73, 39.79], 
[-100.46, 39.784], 
[-101.72, 39.351], 
[-98.067, 37.188], 
[-97.437, 38.05], 
[-98.078, 37.948], 
[-97.461, 37.681], 
[-97.493, 37.237], 
[-94.851, 37.856], 
[-96.839, 37.774], 
[-96.245, 37.154], 
[-94.846, 37.169], 
[-96.837, 37.235], 
[-96.245, 37.456], 
[-96.242, 37.879], 
[-95.297, 37.191], 
[-95.742, 37.19], 
[-95.316, 37.564], 
[-99.898, 38.087], 
[-100.36, 37.244], 
[-100.49, 38.917], 
[-100.91, 38.482], 
[-83.738, 38.152], 
[-84.21, 38.203], 
[-84.868, 37.618], 
[-84.145, 37.97], 
[-84.458, 38.04], 
[-83.706, 38.368], 
[-84.869, 38.235], 
[-84.584, 37.873], 
[-84.658, 37.457], 
[-84.277, 37.724], 
[-83.828, 38.594], 
[-84.88, 37.812], 
[-84.026, 38.337], 
[-84.579, 38.29], 
[-85.228, 38.239], 
[-85.317, 38.025], 
[-85.175, 37.754], 
[-84.749, 38.043], 
[-85.281, 37.106], 
[-86.192, 36.751], 
[-85.925, 36.964], 
[-86.433, 37.778], 
[-85.703, 37.97], 
[-86.682, 37.207], 
[-84.928, 37.322], 
[-85.394, 36.784], 
[-86.218, 37.228], 
[-86.344, 37.459], 
[-85.561, 37.27], 
[-85.963, 37.696], 
[-85.879, 37.316], 
[-85.697, 37.544], 
[-85.269, 37.553], 
[-86.201, 37.967], 
[-85.634, 36.993], 
[-85.714, 36.714], 
[-85.466, 37.803], 
[-85.055, 36.991], 
[-85.328, 37.366], 
[-86.424, 36.996], 
[-82.934, 38.564], 
[-83.377, 38.552], 
[-84.58, 37.108], 
[-83.428, 38.204], 
[-84.83, 36.802], 
[-87.871, 37.149], 
[-87.493, 36.892], 
[-88.105, 37.358], 
[-87.087, 37.732], 
[-86.793, 37.843], 
[-87.573, 37.793], 
[-86.881, 36.86], 
[-87.266, 37.527], 
[-86.845, 37.478], 
[-86.582, 36.741], 
[-87.184, 36.84], 
[-87.952, 37.658], 
[-87.685, 37.519], 
[-84.731, 38.975], 
[-84.115, 38.68], 
[-84.626, 38.649], 
[-85.12, 38.452], 
[-85.456, 38.4], 
[-84.841, 38.5], 
[-84.352, 38.696], 
[-85.351, 38.62], 
[-89.01, 37.051], 
[-88.274, 36.621], 
[-88.976, 36.858], 
[-89.188, 36.553], 
[-88.65, 36.723], 
[-88.972, 36.676], 
[-88.083, 37.024], 
[-87.859, 36.808], 
[-85.717, 32.102], 
[-86.143, 32.597], 
[-87.964, 32.844], 
[-85.693, 32.387], 
[-86.204, 32.204], 
[-88.198, 31.405], 
[-85.823, 33.772], 
[-86.322, 34.31], 
[-87.843, 34.442], 
[-86.678, 33.263], 
[-87.301, 33.792], 
[-85.99, 31.402], 
[-85.24, 31.517], 
[-92.689, 35.266], 
[-93.612, 33.241], 
[-94.236, 35.583], 
[-93.888, 35.509], 
[-93.721, 35.219], 
[-93.027, 35.457], 
[-93.408, 34.998], 
[-82.664, 32.695], 
[-83.482, 32.239], 
[-81.744, 32.393], 
[-82.071, 32.404], 
[-81.343, 32.362], 
[-82.3, 32.591], 
[-82.607, 33.227], 
[-81.618, 32.745], 
[-83.228, 34.375], 
[-83.204, 34.129], 
[-84.838, 34.241], 
[-85.214, 34.264], 
[-84.738, 34.797], 
[-83.754, 31.915], 
[-83.807, 32.152], 
[-83.269, 30.833], 
[-83.62, 31.725], 
[-83.438, 31.963], 
[-83.85, 31.552], 
[-82.388, 31.563], 
[-81.743, 31.75], 
[-81.912, 31.548], 
[-84.993, 31.62], 
[-84.73, 31.163], 
[-84.752, 31.763], 
[-84.204, 32.042], 
[-84.147, 33.074], 
[-88.048, 38.417], 
[-88.539, 38.085], 
[-88.545, 37.752], 
[-89.381, 37.786], 
[-86.627, 38.081], 
[-86.802, 38.705], 
[-87.233, 38.398], 
[-95.619, 41.034], 
[-94.697, 40.738], 
[-98.771, 38.916], 
[-96.594, 38.299], 
[-95.729, 38.236], 
[-95.756, 39.042], 
[-98.207, 39.393], 
[-99.324, 39.346], 
[-95.147, 39.789], 
[-99.88, 39.355], 
[-99.899, 39.784], 
[-98.685, 37.223], 
[-98.145, 37.553], 
[-99.235, 38.181], 
[-95.301, 37.884], 
[-94.854, 37.506], 
[-95.745, 37.559], 
[-95.758, 37.888], 
[-100.45, 37.745], 
[-100.88, 37.555], 
[-100.85, 37.181], 
[-84.986, 38.005], 
[-84.546, 37.63], 
[-84.334, 38.445], 
[-85.153, 36.729], 
[-83.964, 37.692], 
[-84.119, 37.113], 
[-87.134, 37.214], 
[-88.333, 36.882], 
[-88.712, 37.054], 
[-86.646, 32.532], 
[-87.791, 32.248], 
[-86.989, 31.431], 
[-86.319, 31.733], 
[-92.317, 34.774], 
[-94.275, 35.197], 
[-83.663, 32.458], 
[-83.429, 31.153], 
[-84.147, 31.818], 
[-84.154, 33.453], 
[-88.431, 41.588], 
[-89.245, 37.486], 
[-98.214, 39.047], 
[-96.201, 38.955], 
[-97.641, 39.487], 
[-96.727, 39.291], 
[-101.08, 39.358], 
[-99.287, 37.561], 
[-98.74, 37.648], 
[-98.72, 38.036], 
[-99.885, 37.688], 
[-101.32, 37.201], 
[-85.658, 38.19], 
[-87.542, 37.311], 
[-85.124, 38.668], 
[-88.087, 33.787], 
[-82.533, 32.172], 
[-82.798, 32.972], 
[-85.188, 33.996], 
[-86.24, 39.193], 
[-86.441, 38.289], 
[-94.822, 38.884], 
[-101.08, 39.786], 
[-100.44, 39.351], 
[-99.305, 37.884], 
[-100.74, 38.05], 
[-83.82, 37.801], 
[-84.314, 37.361], 
[-88.363, 37.21], 
[-94.23, 33.699], 
[-84.969, 34.802], 
[-83.277, 31.604], 
[-89.35, 37.184], 
[-99.317, 38.915], 
[-98.205, 38.701], 
[-100.47, 38.481], 
[-84.862, 38.76], 
[-88.097, 33.297], 
[-93.902, 33.306], 
[-82.734, 32.105], 
[-83.063, 31.038], 
[-94.763, 39.115], 
[-99.865, 38.921], 
[-101.35, 38.482], 
[-88.197, 30.685], 
[-84.626, 31.521], 
[-99.251, 37.181], 
[-92.325, 35.146], 
[-93.466, 35.573], 
[-83.47, 30.447], 
[-87.339, 30.612], 
[-85.813, 30.866], 
[-87.013, 30.702], 
[-83.912, 38.038], 
[-87.882, 34.138], 
[-85.209, 30.789], 
[-83.147, 31.741], 
[-87.645, 41.894], 
[-88.086, 41.852], 
[-99.814, 37.234], 
[-101.81, 38.48], 
[-101.16, 38.913], 
[-99.909, 38.48], 
[-82.993, 30.189], 
[-85.198, 30.389], 
[-84.613, 30.579], 
[-83.891, 30.425], 
[-85.663, 30.602], 
[-83.694, 32.809], 
[-82.571, 32.41], 
[-82.688, 33.419], 
[-81.439, 32.018], 
[-84.209, 31.533], 
[-84.554, 32.047], 
[-84.323, 32.263], 
[-101.3, 37.548], 
[-101.31, 37.994], 
[-93.176, 34.053], 
[-82.878, 31.297], 
[-101.77, 38.927], 
[-91.994, 31.085], 
[-91.847, 31.667], 
[-91.626, 31.47], 
[-92.404, 30.721], 
[-92.562, 31.598], 
[-91.605, 30.708], 
[-92.536, 31.193], 
[-91.989, 30.583], 
[-90.046, 30.852], 
[-92.155, 32.478], 
[-91.234, 32.73], 
[-91.672, 32.139], 
[-91.242, 32.341], 
[-91.8, 32.82], 
[-91.748, 32.413], 
[-91.343, 32.001], 
[-91.452, 32.792], 
[-93.616, 32.696], 
[-93.882, 32.577], 
[-91.843, 29.606], 
[-91.366, 30.271], 
[-91.611, 30.121], 
[-91.464, 29.629], 
[-90.794, 30.025], 
[-92.411, 30.291], 
[-92.82, 30.653], 
[-93.358, 30.23], 
[-92.816, 30.27], 
[-92.292, 29.79], 
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In [ ]: