Python

# add these two lines underneath the chunk where you have included the use_python line.
import os
os.environ['QT_QPA_PLATFORM_PLUGIN_PATH'] = 'C:/ProgramData/Anaconda3/Library/plugins/platforms'

Introduction

This Python Assignment looks at parking violations in the Philadephia, Pennsylvania for different years. These datasets are from OpenDataPhilly: https://www.opendataphilly.org/dataset/parking-violations. When looking at the data I wanted to look at the quarter and months of when violations occurred, the actaul versus the average for violations for a month, the day of the week and the hour when the violations occurred, and the top violations. When thinking of parking violations, I can think of about five different types off the top of my head but I was pretty wrong when actually there are 114 different parking violations in this dataset.

Dataset

The dataset that I used was actually compromised of eight different datasets combined. These datasets represented six months of a year, which the years ranging from 2014 to 2017. By combining the datasets, I was able to do comparisons on all months of a year as well as comparison across different years. The combined data set had 6,428,915 lines of data with 13 different variables in the data set. The most common variable is issue_datetime which was used to get the Year, Quarter, Month, Day of the Week, and Hour for when the violation occurred. Another common variable is violation_desc which gives the description of the violation that occurred. Lastly, the lat and lon variables were used to identify where the actual violation occurred.

Findings

Some general findings are shown in Tab 1 with the Top 20 Violations by Description and the Top 20 Violatiosn by Description without the Outlier. These visualizations lay the ground work for the more in-depth visualizations in Tabs 2-6.

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

path = "U:/"

filename_2014_1 = "parking_violations 1st half 2014.csv"
df_2014_1 = pd.read_csv(path + filename_2014_1)

filename_2014_2 = "parking_violations 2nd half 2014.csv"
df_2014_2 = pd.read_csv(path + filename_2014_2)

filename_2015_1 = "parking_violations 1st half 2015.csv"
df_2015_1 = pd.read_csv(path + filename_2015_1)

filename_2015_2 = "parking_violations 2nd half 2015.csv"
df_2015_2 = pd.read_csv(path + filename_2015_2)

filename_2016_1 = "parking_violations 1st half 2016.csv"
df_2016_1 = pd.read_csv(path + filename_2016_1)

filename_2016_2 = "parking_violations 2nd half 2016.csv"
df_2016_2 = pd.read_csv(path + filename_2016_2)

filename_2017_1 = "parking_violations 1st half 2017.csv"
df_2017_1 = pd.read_csv(path + filename_2017_1)

filename_2017_2 = "parking_violations 2nd half 2017.csv"
df_2017_2 = pd.read_csv(path + filename_2017_2)

df = pd.concat([df_2014_1, df_2014_2, 
                df_2015_1, df_2015_2,
                df_2016_1, df_2016_2,
                df_2017_1, df_2017_2], axis = 0)
                
df['Issue Date'] = pd.to_datetime(df.issue_datetime, format = '%Y-%m-%d %H:%M:%S')
df['Year'] = df['Issue Date'].dt.year
df['Quarter'] = df['Issue Date'].dt.quarter
df['Month'] = df['Issue Date'].dt.month
df['MonthName'] = df['Issue Date'].dt.strftime('%b')

df['violation_desc'] = df['violation_desc']

Bar Charts

This tab shows some basic data visualization for the the top violations, by description. These visualizations help to set the stage for more complex and in depth visualizations.

The first visualization is a reverse bar chart which counts the total violations for each type of violation by description. Then there is an average line for the average number of violations determined by the top 20 violations. The legend has three different colors depending on where the violation falls within the legend. The purple is for violations that are above the average (more than 10% higher than the average), the grey is for the violations which are within the 10% of the average and the blue is for the violations below the average (less than 10% lower the average). This particularly graph has no grey bars, there are no violations within 10% of the average. The average for this visualization is 305,341 violations.

import matplotlib.patches as mpatches
from matplotlib.ticker import FuncFormatter

df['violation_desc']= df['violation_desc'].str.capitalize()

x = df.groupby(['violation_desc']).agg({'violation_desc' : ['count']}).reset_index()
x.columns = ['ViolationDescription', 'Count']
x = x.sort_values('Count', ascending = False)
x.reset_index(inplace = True, drop = True)

def pick_colors_according_to_mean_count(this_data):
    colors = []
    avg = this_data.Count.mean()
    for each in this_data.Count:
        if each > avg*1.1:
            colors.append('darkviolet')
        elif each < avg*0.9:
            colors.append('blue')
        else:
            colors.append('grey')
    return colors

bottom = 0 
top = 19 
d1 = x.loc[bottom:top]
d1 = d1.sort_values('Count', ascending = True)
d1.reset_index(inplace = True, drop = True)

my_colors = pick_colors_according_to_mean_count(d1)

Above = mpatches.Patch(color = 'darkviolet', label = 'Above Average')
At = mpatches.Patch(color = 'grey', label = 'Within 10% of the Average')
Below = mpatches.Patch(color = 'blue', label = 'Below Average')

fig = plt.figure(figsize = (18, 10))
ax1 = fig.add_subplot(1, 1, 1)
ax1.barh(d1.ViolationDescription, d1.Count, color = my_colors);

for row_counter, value_at_row_counter in enumerate(d1.Count):
    if value_at_row_counter > d1.Count.mean()*1.1:
        color = 'darkviolet'
    elif value_at_row_counter < d1.Count.mean()*0.9:
        color = 'blue'
    else: 
        color = 'grey'
    ax1.text(value_at_row_counter+2, row_counter, '{:,}'.format(value_at_row_counter), 
             color = color, size = 12, fontweight = 'bold',
            ha = 'left', va = 'center', backgroundcolor = 'white')
plt.xlim(0, d1.Count.max()*1.1);

ax1.legend(loc = 'lower right', handles = [Above, At, Below], fontsize = 14)
plt.axvline(d1.Count.mean(), color = 'black', linestyle = 'dashed')
ax1.text(d1.Count.mean()+5000, 0, 'Mean = ' + str('{:,.0f}'.format(d1.Count.mean())), rotation = 0, fontsize = 14)

ax1.set_title('Top ' + str(top+1) + ' Violations', size = 20)
ax1.set_xlabel('Violation Count', fontsize = 16)
ax1.set_ylabel('Violation Description', fontsize = 16)
plt.xticks(fontsize = 14);
plt.yticks(fontsize = 14);

ax1.xaxis.set_major_formatter(FuncFormatter(lambda x, pos:('%1.1fM')%(x*1e-6)))

plt.show()

The second visualization is also a reverse bar chart with the top violations. The same legend is used from the visualization above. The difference is, the outlier the top violation, meter expired cc, has been removed from the visualization. This brings the average line down from 305,341 to 228,410. This new average now has three violations within 10% of the average (shown in grey bars).

import matplotlib.patches as mpatches
from matplotlib.ticker import FuncFormatter

df['violation_desc']= df['violation_desc'].str.capitalize()

x = df.groupby(['violation_desc']).agg({'violation_desc' : ['count']}).reset_index()
x.columns = ['ViolationDescription', 'Count']
x = x.sort_values('Count', ascending = False)
x.reset_index(inplace = True, drop = True)

def pick_colors_according_to_mean_count(this_data):
    colors = []
    avg = this_data.Count.mean()
    for each in this_data.Count:
        if each > avg*1.1:
            colors.append('darkviolet')
        elif each < avg*0.9:
            colors.append('blue')
        else:
            colors.append('grey')
    return colors

bottom = 1
top = 20 
d1 = x.loc[bottom:top]
d1 = d1.sort_values('Count', ascending = True)
d1.reset_index(inplace = True, drop = True)

my_colors = pick_colors_according_to_mean_count(d1)

Above = mpatches.Patch(color = 'darkviolet', label = 'Above Average')
At = mpatches.Patch(color = 'grey', label = 'Within 10% of the Average')
Below = mpatches.Patch(color = 'blue', label = 'Below Average')

fig = plt.figure(figsize = (18, 10))
ax1 = fig.add_subplot(1, 1, 1)
ax1.barh(d1.ViolationDescription, d1.Count, color = my_colors);

for row_counter, value_at_row_counter in enumerate(d1.Count):
    if value_at_row_counter > d1.Count.mean()*1.1:
        color = 'darkviolet'
    elif value_at_row_counter < d1.Count.mean()*0.9:
        color = 'blue'
    else: 
        color = 'grey'
    ax1.text(value_at_row_counter+2, row_counter, '{:,}'.format(value_at_row_counter), 
             color = color, size = 12, fontweight = 'bold',
            ha = 'left', va = 'center', backgroundcolor = 'white')
plt.xlim(0, d1.Count.max()*1.1);

ax1.legend(loc = 'lower right', handles = [Above, At, Below], fontsize = 14)
plt.axvline(d1.Count.mean(), color = 'black', linestyle = 'dashed')
ax1.text(d1.Count.mean()+5000, 0, 'Mean = ' + str('{:,.0f}'.format(d1.Count.mean())), rotation = 0, fontsize = 14)

ax1.set_title('Top ' + str(top) + ' Violations without Outlier', size = 20)
ax1.set_xlabel('Violation Count', fontsize = 16)
ax1.set_ylabel('Violation Description', fontsize = 16)
plt.xticks(np.arange(0, max(d1.Count)+1e5, 1e5), fontsize = 14);
plt.yticks(fontsize = 14);

ax1.xaxis.set_major_formatter(FuncFormatter(lambda x, pos:('%1.0fK')%(x*1e-3)))

plt.show()

Donut Chart

This Donut Chart shows the total violations in the middle of the chart for 2017 with 1.72 million total violations. Then the chart shows the total violations for each quarter and what percentage that each quarter makes up of the total violations for the year. All four quarters are within the 23.84% of the total and 25.66%. The highest quarter is Quarter 3 with 442.1K violations and the lowest quarter is Quarter 1 with 410.7K violations. Lastly, the donut chart shows the break down of each month, with total violations percentage for each month. The highest month is August which makes up 9.22% of the total violations which makes sense since, August is in Quarter 3 which has the highest percentage of total violations. The lowest month is December with 7.16%. December is in Quarter 4 which is not the lowest quarter but Quarter 4 is evened out by the second highest month, October being in Quarter 4.

# Donut Chart / Nested Pie chart Data 

# Build up Dataframe

df['Quarter'] = 'Quarter ' + df['Issue Date'].dt.quarter.astype('str')
pie_df_2017 = df[df['Year'] == 2017].groupby(['Quarter', 'MonthName', 'Month'])['Year'].count().reset_index(name = 'TotalViolations')
pie_df_2017.sort_values(by = ['Month'], inplace = True)
pie_df_2017.reset_index(inplace = True, drop = True)
del pie_df_2017['Month']

# Set up inside and outside reference numbers for colors - reference numbers draw from (2017)

number_outside_colors_2017 = len(pie_df_2017.Quarter.unique())
outside_color_ref_number_2017 = np.arange(number_outside_colors_2017)*4

number_inside_colors_2017 = len(pie_df_2017.MonthName.unique())
all_color_ref_number_2017 = np.arange(number_outside_colors_2017 + number_inside_colors_2017)

inside_color_ref_number_2017 = []
for each in all_color_ref_number_2017:
    if each not in outside_color_ref_number_2017:
        inside_color_ref_number_2017.append(each)
        
fig = plt.figure(figsize = (7, 7))
ax1 = fig.add_subplot(1, 1, 1)

colormap = plt.get_cmap("tab20c")
outer_colors_2017 = colormap(outside_color_ref_number_2017)

all_violations_2017 = pie_df_2017.TotalViolations.sum()

pie_df_2017.groupby(['Quarter'])['TotalViolations'].sum().plot(
    kind = 'pie', radius = 1, colors = outer_colors_2017, pctdistance = 0.85, labeldistance = 1.1,
    wedgeprops = dict(edgecolor = 'white'), textprops = {'fontsize' : 13},
    autopct = lambda p: '{:.2f}%\n({:.1f}K)'.format(p, (p/100)*all_violations_2017/1e+3),
    startangle = 90)

inner_colors_2017 = colormap(inside_color_ref_number_2017)

pie_df_2017.TotalViolations.plot(
    kind = 'pie', radius = 0.7, colors = inner_colors_2017, pctdistance = 0.55, labeldistance = 0.8,
    wedgeprops = dict(edgecolor = 'white'), textprops = {'fontsize' : 12},
    labels = pie_df_2017.MonthName,
    autopct = '%1.2f%%',
    startangle = 90)

hole = plt.Circle((0,0), 0.3, fc = 'white')
fig1 = plt.gcf()
fig1.gca().add_artist(hole)

ax1.yaxis.set_visible(False)
plt.title('Total Fines by Quarter and Month', fontsize = 18)

ax1.text(0,0, 'Total Violations\n' + str(round(all_violations_2017/1e+6, 2)) + 'M', ha = 'center', va = 'center', size = 16)
ax1.axis('equal');
plt.tight_layout()

plt.show()

Waterfall Diagram

This visualization looks at a Waterfall Diagram for the actual total violations per month versus the average total violations per month for 2017. The average violations per month was developed by the total violations for 2017 divided by 12. This average was then compared to the actual total violations per month to see which months were lower or higher than the average. There was also a running deviation from the average total violation for each month. The average violations for a month is 125,805 violations. February had the lowest amount of violations, being about 18.8K violations less than the average for the month. Also after both January and February being both below average, the cumulative deviation after February is 33.3K violations. The month of October had the highest amount of violations with 144.6K violations which was 11.2K over the average. From January to October, the actual violations was below the total violations for the same point. In October, the actual violations for the year exceeded the average for the year up to that point by 8.7K.

# Data Preparation for Waterfall Diagram 
wf_df_2014 = df[df['Year'] == 2014].groupby(['MonthName'])['Year'].count().reset_index(name = 'TotalViolations')
wf_df_2014['Budget'] = round(wf_df_2014.TotalViolations.sum()/12, 0)
wf_df_2014['Deviation'] = wf_df_2014.TotalViolations - wf_df_2014.Budget

months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 
          'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec']
wf_df_2014.MonthName = pd.Categorical(wf_df_2014.MonthName, categories = months, ordered = True)
wf_df_2014.sort_values(by = 'MonthName', inplace = True)
wf_df_2014.reset_index(inplace = True, drop = True)

# Waterfall Diagram 2014

import plotly.graph_objects as go

if wf_df_2014.loc[11, 'Deviation'] > 0:
    end_color = 'black'
elif wf_df_2014.loc[11, 'Deviation'] < 0:
    end_color = 'red'
else: end_color = 'blue'
    
fig_2014 = go.Figure(go.Waterfall(name = '', orientation = 'v', x = wf_df_2014['MonthName'], textposition = 'outside',
                             measure = ['relative', 'relative', 'relative', 'relative', 'relative', 'relative', 
                                        'relative', 'relative', 'relative', 'relative', 'relative', 'relative'], 
                             y = wf_df_2014['Deviation']/1e3,
                             text = ['{:.1f}K'.format(each/1e3) for each in wf_df_2014['TotalViolations']],
                             decreasing = {'marker' :{'color' : 'red'}},
                             increasing = {'marker' :{'color' : 'green'}}, 
                             hovertemplate = 'Cumulative Deviation to Date: ' + '%{y:,.1f}K' + '<br>' +
                                             'Total Citations in %{x}: %{text}'))

fig_2014.layout = go.Layout(yaxis = dict(tickformat = '.1f'))

fig_2014.update_xaxes(title_text = 'Months', title_font = {'size' : 18});
fig_2014.update_yaxes(title_text = 'TotalCitations (Running Total)', ticksuffix ='K', title_font = {'size' : 18}, 
                 zeroline = True);

fig_2014.update_layout(title = dict(text = 'Deviation Between Actual and Average Monthly Citations in 2014 (Waterfall Diagram)<br>' +
                              'Above Average Appears in Green, Below Average Appears in Red', 
                              font = dict(family = 'Arial', size = 18, color = 'black')),
                 template = 'simple_white',
                 title_x = 0.5,
                 showlegend = False,
                 autosize = True,
                 margin = dict(l = 30, r = 30, t = 60, b = 30));

fig_2014.show()
#import plotly.io as pio
#pio.write_html(fig, path+"plotly_result.html", auto_open=False)

Scatterplot

This third visualization is a Scatterplot by Weekday and Hour of when violations occurred. The legend shows that the lighter the color gets (yellow) the more violations that occur on that day at that time. The darker the color (purple) the less violations that occur then. The size of the circles on the scatterplot are also indicative of the amount of violations occurring, the larger the circle, the more violations. The highest tick on the legend is 120,000, with them increasing in units of 10,000. This tells us that the highest violation is between 120,000 violations and 130,000 violations at a certain day and time. The hour of 12, so from noon to 1pm on days Tuesday through Friday seems to be the highest amount of violations. The lowest amount of violations is difficult to tell based off there being many small, purple circles on the scatterplot.

df['Issue Date'] = pd.to_datetime(df.issue_datetime, format = '%Y-%m-%d %H:%M:%S')
df['Hour'] = df['Issue Date'].dt.hour
df['DayName'] = df['Issue Date'].dt.strftime('%a')

hour_df = df.groupby(['Hour', 'DayName']).agg({'Hour': ['count']}).reset_index()
hour_df.columns = ['Hour', 'Weekday', 'Count']

days = ['Sun', 'Sat', 'Fri', 'Thu', 'Wed', 'Tue', 'Mon']
hour_df.Weekday = pd.Categorical(hour_df.Weekday, categories = days, ordered = True)
hour_df.sort_values(by = 'Weekday', inplace = True)
hour_df.reset_index(inplace = True, drop = True)

# Scatterplot for Citations by Weekday and By Hour

hour_df['Hour'] = round(hour_df['Hour'], 0)
hour_df['Count_Hundreds'] = round(hour_df['Count']/ 100, 0)

plt.figure(figsize = (12, 6))

plt.scatter(hour_df['Hour'], hour_df['Weekday'], marker = '.', cmap = 'viridis', 
            s = hour_df['Count_Hundreds'], c = hour_df['Count_Hundreds'])

plt.title('Violations by Weekday and Hour', fontsize = 18)
plt.xlabel('Hour (24 Hour)', fontsize = 14)
plt.ylabel('Weekday', fontsize = 14)

cbar = plt.colorbar()
cbar.set_label('Number of Violations', rotation = 270, fontsize = 14, color = 'black', labelpad = 20)

my_colorbar_ticks = [*range(0, int(hour_df['Count_Hundreds'].max()), 100)]
cbar.set_ticks(my_colorbar_ticks)

my_colorbar_tick_labels = [*range(0, int(hour_df['Count'].max()), 10000)]
my_colorbar_tick_labels = ['{:,}'.format(each) for each in my_colorbar_tick_labels]
cbar.set_ticklabels(my_colorbar_tick_labels)

my_x_ticks = [*range(int(hour_df['Hour'].min()), int(hour_df['Hour'].max()+1), 1)]
plt.xticks(my_x_ticks, fontsize = 14, color = 'black');

plt.show()

Stacked Bar Chart

This visualization is a Stacked Bar Chart where the top 7 parking violations show the total violations by the day of the week that the violation occurred on. Overall, the weekdays have much more parking violations than the weekends for the top 7 violations. The Meter Expired violation had pretty similar amounts of violations for Monday through Saturday but then it looks like there are no violations of this type on Sunday. The parking prohibited violation had a similar amount of this type of violation for every day. The decrease in the parking violations on the weekends could be attributed to the decrease in people traveling to the city if many of these violations are occurring for people coming into the city for work. Another cause for the decrease could be due to police officers have more pressing priorities on the weekends due to an increase of people coming into the city for a good time. This could cause the police to not be as worried about parking violations during these times.

count_top_desc = df.value_counts(subset = ['violation_desc'], sort = True).reset_index(name = 'count')
seven_largest = count_top_desc.loc[1:7, 'violation_desc']
use_this_df = df[df['violation_desc'].isin(seven_largest)]

stacked_df = use_this_df.groupby(['DayName', 'violation_desc'])['violation_desc'].count().reset_index(name = 'TotalViolations')
stacked_df = stacked_df.pivot(index = 'violation_desc', columns = 'DayName', values = 'TotalViolations')
day_order = ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun']
stacked_df = stacked_df.reindex(columns = reversed(day_order))

from matplotlib.ticker import FuncFormatter

fig = plt.figure(figsize = (18,10))
ax = fig.add_subplot(1, 1, 1)

stacked_df.plot(kind = 'bar', stacked = True, ax = ax)

df['violation_desc']= df['violation_desc'].str.capitalize()

plt.ylabel('Total Violations Issued', fontsize = 18, labelpad = 10)
plt.title('Total Violations Issued By Day for the Top 7 Violation Types\n Stacked Bar Plot', fontsize = 18)
plt.xticks(rotation = 0, horizontalalignment = 'center', fontsize = 14);
plt.yticks(rotation = 0, fontsize = 14);
ax.set_xlabel('Violation Type', fontsize = 18)

handles, labels = ax.get_legend_handles_labels()
handles = [handles[6], handles[5], handles[4], handles[3], handles[2], handles[1], handles[0]]
labels  = [ labels[6],  labels[5],  labels[4],  labels[3],  labels[2],  labels[1],  labels[0]]
plt.legend(handles, labels, loc = 'best', fontsize = 14)

ax.yaxis.set_major_formatter(FuncFormatter(lambda x, pos:('%1.0fK')%(x*1e-3)))

plt.show()

Map of Phildelaphia

This visualization looks at a map of Philadelphia and plots different color dots based on the latitude and longitude of the violation, based on violation description. This visualization only looks at the first 5,000 violations on the dataset, which starts with the first half of 2014. Only certain violation descriptions are plotted, the other descriptions are not plotted. A green dot on the map is for meter expired, a blue dot is for stop prohibited cc, a red dot is for over time limit, a purple dot is for expired inspection, an orange dot is for fire hydrant, and a gold dot for sidewalk. Any other violation description will not be plotted on the map. There is a lot of blue dots concentrated in the city of Philadelphia. This makes sense as a prohibited stop would happen more in the center of the city rather than the outskirts.

new_df = df.dropna(subset = ['lat', 'lon'])
new_df = new_df.reset_index(drop = True)

import folium

center_of_map = [39.952583, -75.165222] # Philadelphia, PA

my_map = folium.Map(location = center_of_map,
                   zoom_start = 12,
                   width = '90%',
                   height = '100%',
                   left = '5%',
                   right = '5%', 
                   top = '0%')

tiles = ['cartodbpositron', 'openstreetmap', 'stamenterrain', 'stamentoner']
for tile in tiles: 
    folium.TileLayer(tile).add_to(my_map);
    
folium.LayerControl().add_to(my_map);

for i in range(0, 5000):
    violation = new_df.loc[i, 'violation_desc']
    if violation == 'Meter expired':
        color = 'green'
    elif violation == 'Over time limit':
        color = ' red'
    elif violation == 'Stop prohibited cc':
        color = 'blue'
    elif violation == 'Expired inspection':
        color = 'purple'
    elif violation == 'Fire hydrant':
        color = 'orange'
    elif violation == 'Sidewalk':
        color = 'gold'
    else: color = 'black'
        
    try: 
        if color != 'black':
            folium.Circle(location = [new_df.loc[i, 'lat'], new_df.loc[i, 'lon']],
                         tooltip = new_df.loc[i, 'violation_desc'],
                         popup = 'Date: {}: '.format(new_df.loc[i, 'issue_datetime']),
                         radius = 50, 
                         color = color,
                         fill = True, 
                         fill_color = color,
                         fill_opacity = 0.5).add_to(my_map)
    except: 
        pass;
      
#my_map.save(path + 'Dots_Parking.html')

## <folium.vector_layers.Circle object at 0x00000000BE4DD610>
## <folium.vector_layers.Circle object at 0x00000000BE4DD970>
## <folium.vector_layers.Circle object at 0x00000000BE4DDD00>
## <folium.vector_layers.Circle object at 0x00000000BE4DD490>
## <folium.vector_layers.Circle object at 0x00000000BE4DDCD0>
## <folium.vector_layers.Circle object at 0x00000000BE4DDB80>
## <folium.vector_layers.Circle object at 0x00000000BE4DD910>
## <folium.vector_layers.Circle object at 0x00000000BE4D0C40>
## <folium.vector_layers.Circle object at 0x00000000BE4D09A0>
## <folium.vector_layers.Circle object at 0x00000000CF718FA0>
## <folium.vector_layers.Circle object at 0x00000000BE4DDDF0>
## <folium.vector_layers.Circle object at 0x00000000BE4DE130>
## <folium.vector_layers.Circle object at 0x00000000BE4DE940>
## <folium.vector_layers.Circle object at 0x00000000BE4DE7F0>
## <folium.vector_layers.Circle object at 0x00000000BE4DEAF0>
## <folium.vector_layers.Circle object at 0x00000000BE4DEDF0>
## <folium.vector_layers.Circle object at 0x00000000BE4DE640>
## <folium.vector_layers.Circle object at 0x00000000BE4DE5E0>
## <folium.vector_layers.Circle object at 0x00000000BE4DE160>
## <folium.vector_layers.Circle object at 0x00000000BE4DE5B0>
## <folium.vector_layers.Circle object at 0x00000000BE4DEBB0>
## <folium.vector_layers.Circle object at 0x00000000BE4DEB50>
## <folium.vector_layers.Circle object at 0x00000000BE4DC070>
## <folium.vector_layers.Circle object at 0x00000000BE4DC2B0>
## <folium.vector_layers.Circle object at 0x00000000BE4DC9A0>
## <folium.vector_layers.Circle object at 0x00000000BE4DC0A0>
## <folium.vector_layers.Circle object at 0x00000000BE4DC520>
## <folium.vector_layers.Circle object at 0x00000000BE4DCEB0>
## <folium.vector_layers.Circle object at 0x00000000BE4DCE80>
## <folium.vector_layers.Circle object at 0x00000000BE4DCBE0>
## <folium.vector_layers.Circle object at 0x00000000BE4DCBB0>
## <folium.vector_layers.Circle object at 0x00000000BE4DCA30>
## <folium.vector_layers.Circle object at 0x00000000BE4DCC40>
## <folium.vector_layers.Circle object at 0x00000000BE4DC640>
## <folium.vector_layers.Circle object at 0x00000000BE5120A0>
## <folium.vector_layers.Circle object at 0x00000000BE512100>
## <folium.vector_layers.Circle object at 0x00000000BE512250>
## <folium.vector_layers.Circle object at 0x00000000BE5123D0>
## <folium.vector_layers.Circle object at 0x00000000BE512520>
## <folium.vector_layers.Circle object at 0x00000000BE512340>
## <folium.vector_layers.Circle object at 0x00000000BE512790>
## <folium.vector_layers.Circle object at 0x00000000BE512910>
## <folium.vector_layers.Circle object at 0x00000000BE512A30>
## <folium.vector_layers.Circle object at 0x00000000BE512B80>
## <folium.vector_layers.Circle object at 0x00000000BE512D00>
## <folium.vector_layers.Circle object at 0x00000000BE512E50>
## <folium.vector_layers.Circle object at 0x00000000BE56B040>
## <folium.vector_layers.Circle object at 0x00000000BE56B0D0>
## <folium.vector_layers.Circle object at 0x00000000BE56B220>
## <folium.vector_layers.Circle object at 0x00000000BE56B3D0>
## <folium.vector_layers.Circle object at 0x00000000BE56B520>
## <folium.vector_layers.Circle object at 0x00000000BE56B340>
## <folium.vector_layers.Circle object at 0x00000000BE56B790>
## <folium.vector_layers.Circle object at 0x00000000BE56B8E0>
## <folium.vector_layers.Circle object at 0x00000000BE56BA60>
## <folium.vector_layers.Circle object at 0x00000000BE56BBB0>
## <folium.vector_layers.Circle object at 0x00000000BE56BCD0>
## <folium.vector_layers.Circle object at 0x00000000BE56BE20>
## <folium.vector_layers.Circle object at 0x00000000BE56D070>
## <folium.vector_layers.Circle object at 0x00000000BE56D100>
## <folium.vector_layers.Circle object at 0x00000000BE56D250>
## <folium.vector_layers.Circle object at 0x00000000BE56D3A0>
## <folium.vector_layers.Circle object at 0x00000000BE56D4F0>
## <folium.vector_layers.Circle object at 0x00000000BE56D640>
## <folium.vector_layers.Circle object at 0x00000000BE56D790>
## <folium.vector_layers.Circle object at 0x00000000BE56D8E0>
## <folium.vector_layers.Circle object at 0x00000000BE56DA30>
## <folium.vector_layers.Circle object at 0x00000000BE56DB80>
## <folium.vector_layers.Circle object at 0x00000000BE56DCD0>
## <folium.vector_layers.Circle object at 0x00000000BE56DE20>
## <folium.vector_layers.Circle object at 0x00000000BE57B070>
## <folium.vector_layers.Circle object at 0x00000000BE57B100>
## <folium.vector_layers.Circle object at 0x00000000BE57B250>
## <folium.vector_layers.Circle object at 0x00000000BE57B3A0>
## <folium.vector_layers.Circle object at 0x00000000BE57B4F0>
## <folium.vector_layers.Circle object at 0x00000000BE57B640>
## <folium.vector_layers.Circle object at 0x00000000BE57B790>
## <folium.vector_layers.Circle object at 0x00000000BE57B8E0>
## <folium.vector_layers.Circle object at 0x00000000BE57BA30>
## <folium.vector_layers.Circle object at 0x00000000BE57BB80>
## <folium.vector_layers.Circle object at 0x00000000BE57BCD0>
## <folium.vector_layers.Circle object at 0x00000000BE57BE20>
## <folium.vector_layers.Circle object at 0x00000000BE58B040>
## <folium.vector_layers.Circle object at 0x00000000BE58B100>
## <folium.vector_layers.Circle object at 0x00000000BE58B250>
## <folium.vector_layers.Circle object at 0x00000000BE58B3A0>
## <folium.vector_layers.Circle object at 0x00000000BE58B4F0>
## <folium.vector_layers.Circle object at 0x00000000BE58B640>
## <folium.vector_layers.Circle object at 0x00000000BE58B790>
## <folium.vector_layers.Circle object at 0x00000000BE58B8E0>
## <folium.vector_layers.Circle object at 0x00000000BE58BA30>
## <folium.vector_layers.Circle object at 0x00000000BE58BB80>
## <folium.vector_layers.Circle object at 0x00000000BE58BCD0>
## <folium.vector_layers.Circle object at 0x00000000BE58BE20>
## <folium.vector_layers.Circle object at 0x00000000BE599070>
## <folium.vector_layers.Circle object at 0x00000000BE599100>
## <folium.vector_layers.Circle object at 0x00000000BE599250>
## <folium.vector_layers.Circle object at 0x00000000BE5993A0>
## <folium.vector_layers.Circle object at 0x00000000BE5994F0>
## <folium.vector_layers.Circle object at 0x00000000BE599640>
## <folium.vector_layers.Circle object at 0x00000000BE599790>
## <folium.vector_layers.Circle object at 0x00000000BE5998E0>
## <folium.vector_layers.Circle object at 0x00000000BE599A30>
## <folium.vector_layers.Circle object at 0x00000000BE599B80>
## <folium.vector_layers.Circle object at 0x00000000BE599CD0>
## <folium.vector_layers.Circle object at 0x00000000BE599E20>
## <folium.vector_layers.Circle object at 0x00000000BE526070>
## <folium.vector_layers.Circle object at 0x00000000BE526100>
## <folium.vector_layers.Circle object at 0x00000000BE526250>
## <folium.vector_layers.Circle object at 0x00000000BE5263A0>
## <folium.vector_layers.Circle object at 0x00000000BE5264F0>
## <folium.vector_layers.Circle object at 0x00000000BE526640>
## <folium.vector_layers.Circle object at 0x00000000BE526790>
## <folium.vector_layers.Circle object at 0x00000000BE5268E0>
## <folium.vector_layers.Circle object at 0x00000000BE526A30>
## <folium.vector_layers.Circle object at 0x00000000BE526B80>
## <folium.vector_layers.Circle object at 0x00000000BE526CD0>
## <folium.vector_layers.Circle object at 0x00000000BE526E20>
## <folium.vector_layers.Circle object at 0x00000000BE534070>
## <folium.vector_layers.Circle object at 0x00000000BE534100>
## <folium.vector_layers.Circle object at 0x00000000BE534250>
## <folium.vector_layers.Circle object at 0x00000000BE5343A0>
## <folium.vector_layers.Circle object at 0x00000000BE5344F0>
## <folium.vector_layers.Circle object at 0x00000000BE534640>
## <folium.vector_layers.Circle object at 0x00000000BE534790>
## <folium.vector_layers.Circle object at 0x00000000BE5348E0>
## <folium.vector_layers.Circle object at 0x00000000BE534A30>
## <folium.vector_layers.Circle object at 0x00000000BE534B80>
## <folium.vector_layers.Circle object at 0x00000000BE534CD0>
## <folium.vector_layers.Circle object at 0x00000000BE534E20>
## <folium.vector_layers.Circle object at 0x00000000BE543040>
## <folium.vector_layers.Circle object at 0x00000000BE543100>
## <folium.vector_layers.Circle object at 0x00000000BE543250>
## <folium.vector_layers.Circle object at 0x00000000BE5433A0>
## <folium.vector_layers.Circle object at 0x00000000BE5434F0>
## <folium.vector_layers.Circle object at 0x00000000BE543640>
## <folium.vector_layers.Circle object at 0x00000000BE543790>
## <folium.vector_layers.Circle object at 0x00000000BE5438E0>
## <folium.vector_layers.Circle object at 0x00000000BE543A30>
## <folium.vector_layers.Circle object at 0x00000000BE543B80>
## <folium.vector_layers.Circle object at 0x00000000BE543CD0>
## <folium.vector_layers.Circle object at 0x00000000BE543E20>
## <folium.vector_layers.Circle object at 0x00000000BE54F070>
## <folium.vector_layers.Circle object at 0x00000000BE54F100>
## <folium.vector_layers.Circle object at 0x00000000BE54F250>
## <folium.vector_layers.Circle object at 0x00000000BE54F3A0>
## <folium.vector_layers.Circle object at 0x00000000BE54F4F0>
## <folium.vector_layers.Circle object at 0x00000000BE54F640>
## <folium.vector_layers.Circle object at 0x00000000BE54F790>
## <folium.vector_layers.Circle object at 0x00000000BE54F8E0>
## <folium.vector_layers.Circle object at 0x00000000BE54FA30>
## <folium.vector_layers.Circle object at 0x00000000BE54FB80>
## <folium.vector_layers.Circle object at 0x00000000BE54FCD0>
## <folium.vector_layers.Circle object at 0x00000000BE54FE20>
## <folium.vector_layers.Circle object at 0x00000000BE55D070>
## <folium.vector_layers.Circle object at 0x00000000BE55D100>
## <folium.vector_layers.Circle object at 0x00000000BE55D250>
## <folium.vector_layers.Circle object at 0x00000000BE55D3A0>
## <folium.vector_layers.Circle object at 0x00000000BE55D4F0>
## <folium.vector_layers.Circle object at 0x00000000BE55D640>
## <folium.vector_layers.Circle object at 0x00000000BE55D790>
## <folium.vector_layers.Circle object at 0x00000000BE55D8E0>
## <folium.vector_layers.Circle object at 0x00000000BE55DA30>
## <folium.vector_layers.Circle object at 0x00000000BE55DB80>
## <folium.vector_layers.Circle object at 0x00000000BE55DCD0>
## <folium.vector_layers.Circle object at 0x00000000BE55DE20>
## <folium.vector_layers.Circle object at 0x00000000BE5AC070>
## <folium.vector_layers.Circle object at 0x00000000BE5AC100>
## <folium.vector_layers.Circle object at 0x00000000BE5AC250>
## <folium.vector_layers.Circle object at 0x00000000BE5AC3A0>
## <folium.vector_layers.Circle object at 0x00000000BE5AC4F0>
## <folium.vector_layers.Circle object at 0x00000000BE5AC640>
## <folium.vector_layers.Circle object at 0x00000000BE5AC790>
## <folium.vector_layers.Circle object at 0x00000000BE5AC8E0>
## <folium.vector_layers.Circle object at 0x00000000BE5ACA30>
## <folium.vector_layers.Circle object at 0x00000000BE5ACB80>
## <folium.vector_layers.Circle object at 0x00000000BE5ACCD0>
## <folium.vector_layers.Circle object at 0x00000000BE5ACE20>
## <folium.vector_layers.Circle object at 0x00000000BE5BB040>
## <folium.vector_layers.Circle object at 0x00000000BE5BB100>
## <folium.vector_layers.Circle object at 0x00000000BE5BB250>
## <folium.vector_layers.Circle object at 0x00000000BE5BB3A0>
## <folium.vector_layers.Circle object at 0x00000000BE5BB4F0>
## <folium.vector_layers.Circle object at 0x00000000BE5BB640>
## <folium.vector_layers.Circle object at 0x00000000BE5BB790>
## <folium.vector_layers.Circle object at 0x00000000BE5BB8E0>
## <folium.vector_layers.Circle object at 0x00000000BE5BBA30>
## <folium.vector_layers.Circle object at 0x00000000BE5BBB80>
## <folium.vector_layers.Circle object at 0x00000000BE5BBCD0>
## <folium.vector_layers.Circle object at 0x00000000BE5BBE20>
## <folium.vector_layers.Circle object at 0x00000000BE5C8070>
## <folium.vector_layers.Circle object at 0x00000000BE5C8100>
## <folium.vector_layers.Circle object at 0x00000000BE5C8250>
## <folium.vector_layers.Circle object at 0x00000000BE5C83A0>
## <folium.vector_layers.Circle object at 0x00000000BE5C84F0>
## <folium.vector_layers.Circle object at 0x00000000BE5C8640>
## <folium.vector_layers.Circle object at 0x00000000BE5C8790>
## <folium.vector_layers.Circle object at 0x00000000BE5C88E0>
## <folium.vector_layers.Circle object at 0x00000000BE5C8A30>
## <folium.vector_layers.Circle object at 0x00000000BE5C8B80>
## <folium.vector_layers.Circle object at 0x00000000BE5C8CD0>
## <folium.vector_layers.Circle object at 0x00000000BE5C8E20>
## <folium.vector_layers.Circle object at 0x00000000BE5D6070>
## <folium.vector_layers.Circle object at 0x00000000BE5D6100>
## <folium.vector_layers.Circle object at 0x00000000BE5D6250>
## <folium.vector_layers.Circle object at 0x00000000BE5D63A0>
## <folium.vector_layers.Circle object at 0x00000000BE5D64F0>
## <folium.vector_layers.Circle object at 0x00000000BE5D6640>
## <folium.vector_layers.Circle object at 0x00000000BE5D6790>
## <folium.vector_layers.Circle object at 0x00000000BE5D68E0>
## <folium.vector_layers.Circle object at 0x00000000BE5D6A30>
## <folium.vector_layers.Circle object at 0x00000000BE5D6B80>
## <folium.vector_layers.Circle object at 0x00000000BE5D6CD0>
## <folium.vector_layers.Circle object at 0x00000000BE5D6E20>
## <folium.vector_layers.Circle object at 0x00000000BE5E4070>
## <folium.vector_layers.Circle object at 0x00000000BE5E4100>
## <folium.vector_layers.Circle object at 0x00000000BE5E4250>
## <folium.vector_layers.Circle object at 0x00000000BE5E43A0>
## <folium.vector_layers.Circle object at 0x00000000BE5E44F0>
## <folium.vector_layers.Circle object at 0x00000000BE5E4640>
## <folium.vector_layers.Circle object at 0x00000000BE5E4790>
## <folium.vector_layers.Circle object at 0x00000000BE5E48E0>
## <folium.vector_layers.Circle object at 0x00000000BE5E4A30>
## <folium.vector_layers.Circle object at 0x00000000BE5E4B80>
## <folium.vector_layers.Circle object at 0x00000000BE5E4CD0>
## <folium.vector_layers.Circle object at 0x00000000BE5E4E20>
## <folium.vector_layers.Circle object at 0x00000000BE5F1070>
## <folium.vector_layers.Circle object at 0x00000000BE5F1100>
## <folium.vector_layers.Circle object at 0x00000000BE5F1250>
## <folium.vector_layers.Circle object at 0x00000000BE5F13A0>
## <folium.vector_layers.Circle object at 0x00000000BE5F14F0>
## <folium.vector_layers.Circle object at 0x00000000BE5F1640>
## <folium.vector_layers.Circle object at 0x00000000BE5F1790>
## <folium.vector_layers.Circle object at 0x00000000BE5F18E0>
## <folium.vector_layers.Circle object at 0x00000000BE5F1A30>
## <folium.vector_layers.Circle object at 0x00000000BE5F1B80>
## <folium.vector_layers.Circle object at 0x00000000BE5F1CD0>
## <folium.vector_layers.Circle object at 0x00000000BE5F1E20>
## <folium.vector_layers.Circle object at 0x00000000BE5FF070>
## <folium.vector_layers.Circle object at 0x00000000BE5FF100>
## <folium.vector_layers.Circle object at 0x00000000BE5FF250>
## <folium.vector_layers.Circle object at 0x00000000BE5FF3A0>
## <folium.vector_layers.Circle object at 0x00000000BE5FF4F0>
## <folium.vector_layers.Circle object at 0x00000000BE5FF640>
## <folium.vector_layers.Circle object at 0x00000000BE5FF790>
## <folium.vector_layers.Circle object at 0x00000000BE5FF8E0>
## <folium.vector_layers.Circle object at 0x00000000BE5FFA30>
## <folium.vector_layers.Circle object at 0x00000000BE5FFB80>
## <folium.vector_layers.Circle object at 0x00000000BE5FFCD0>
## <folium.vector_layers.Circle object at 0x00000000BE5FFE20>
## <folium.vector_layers.Circle object at 0x00000000BE60E070>
## <folium.vector_layers.Circle object at 0x00000000BE60E100>
## <folium.vector_layers.Circle object at 0x00000000BE60E250>
## <folium.vector_layers.Circle object at 0x00000000BE60E3A0>
## <folium.vector_layers.Circle object at 0x00000000BE60E4F0>
## <folium.vector_layers.Circle object at 0x00000000BE60E640>
## <folium.vector_layers.Circle object at 0x00000000BE60E790>
## <folium.vector_layers.Circle object at 0x00000000BE60E8E0>
## <folium.vector_layers.Circle object at 0x00000000BE60EA30>
## <folium.vector_layers.Circle object at 0x00000000BE60EB80>
## <folium.vector_layers.Circle object at 0x00000000BE60ECD0>
## <folium.vector_layers.Circle object at 0x00000000BE60EE20>
## <folium.vector_layers.Circle object at 0x00000000BE61D0A0>
## <folium.vector_layers.Circle object at 0x00000000BE61D100>
## <folium.vector_layers.Circle object at 0x00000000BE61D250>
## <folium.vector_layers.Circle object at 0x00000000BE61D3A0>
## <folium.vector_layers.Circle object at 0x00000000BE61D4F0>
## <folium.vector_layers.Circle object at 0x00000000BE61D640>
## <folium.vector_layers.Circle object at 0x00000000BE61D790>
## <folium.vector_layers.Circle object at 0x00000000BE61D8E0>
## <folium.vector_layers.Circle object at 0x00000000BE61DA30>
## <folium.vector_layers.Circle object at 0x00000000BE61DB80>
## <folium.vector_layers.Circle object at 0x00000000BE61DCD0>
## <folium.vector_layers.Circle object at 0x00000000BE61DE20>
## <folium.vector_layers.Circle object at 0x00000000BE62A070>
## <folium.vector_layers.Circle object at 0x00000000BE62A100>
## <folium.vector_layers.Circle object at 0x00000000BE62A250>
## <folium.vector_layers.Circle object at 0x00000000BE62A3A0>
## <folium.vector_layers.Circle object at 0x00000000BE62A4F0>
## <folium.vector_layers.Circle object at 0x00000000BE62A640>
## <folium.vector_layers.Circle object at 0x00000000BE62A790>
## <folium.vector_layers.Circle object at 0x00000000BE62A8E0>
## <folium.vector_layers.Circle object at 0x00000000BE62AA30>
## <folium.vector_layers.Circle object at 0x00000000BE62AB80>
## <folium.vector_layers.Circle object at 0x00000000BE62ACD0>
## <folium.vector_layers.Circle object at 0x00000000BE62AE20>
## <folium.vector_layers.Circle object at 0x00000000BE638070>
## <folium.vector_layers.Circle object at 0x00000000BE638100>
## <folium.vector_layers.Circle object at 0x00000000BE638250>
## <folium.vector_layers.Circle object at 0x00000000BE6383A0>
## <folium.vector_layers.Circle object at 0x00000000BE6384F0>
## <folium.vector_layers.Circle object at 0x00000000BE638640>
## <folium.vector_layers.Circle object at 0x00000000BE638790>
## <folium.vector_layers.Circle object at 0x00000000BE6388E0>
## <folium.vector_layers.Circle object at 0x00000000BE638A30>
## <folium.vector_layers.Circle object at 0x00000000BE638B80>
## <folium.vector_layers.Circle object at 0x00000000BE638CD0>
## <folium.vector_layers.Circle object at 0x00000000BE638E20>
## <folium.vector_layers.Circle object at 0x00000000BE646070>
## <folium.vector_layers.Circle object at 0x00000000BE646100>
## <folium.vector_layers.Circle object at 0x00000000BE646250>
## <folium.vector_layers.Circle object at 0x00000000BE6463A0>
## <folium.vector_layers.Circle object at 0x00000000BE6464F0>
## <folium.vector_layers.Circle object at 0x00000000BE646640>
## <folium.vector_layers.Circle object at 0x00000000BE646790>
## <folium.vector_layers.Circle object at 0x00000000BE6468E0>
## <folium.vector_layers.Circle object at 0x00000000BE646A30>
## <folium.vector_layers.Circle object at 0x00000000BE646B80>
## <folium.vector_layers.Circle object at 0x00000000BE646CD0>
## <folium.vector_layers.Circle object at 0x00000000BE646E20>
## <folium.vector_layers.Circle object at 0x00000000BE6530A0>
## <folium.vector_layers.Circle object at 0x00000000BE653100>
## <folium.vector_layers.Circle object at 0x00000000BE653250>
## <folium.vector_layers.Circle object at 0x00000000BE6533A0>
## <folium.vector_layers.Circle object at 0x00000000BE6534F0>
## <folium.vector_layers.Circle object at 0x00000000BE653640>
## <folium.vector_layers.Circle object at 0x00000000BE653790>
## <folium.vector_layers.Circle object at 0x00000000BE6538E0>
## <folium.vector_layers.Circle object at 0x00000000BE653A30>
## <folium.vector_layers.Circle object at 0x00000000BE653B80>
## <folium.vector_layers.Circle object at 0x00000000BE653CD0>
## <folium.vector_layers.Circle object at 0x00000000BE653E20>
## <folium.vector_layers.Circle object at 0x00000000BE661070>
## <folium.vector_layers.Circle object at 0x00000000BE661100>
## <folium.vector_layers.Circle object at 0x00000000BE661250>
## <folium.vector_layers.Circle object at 0x00000000BE6613A0>
## <folium.vector_layers.Circle object at 0x00000000BE6614F0>
## <folium.vector_layers.Circle object at 0x00000000BE661640>
## <folium.vector_layers.Circle object at 0x00000000BE661790>
## <folium.vector_layers.Circle object at 0x00000000BE6618E0>
## <folium.vector_layers.Circle object at 0x00000000BE661A30>
## <folium.vector_layers.Circle object at 0x00000000BE661B80>
## <folium.vector_layers.Circle object at 0x00000000BE661CD0>
## <folium.vector_layers.Circle object at 0x00000000BE661E20>
## <folium.vector_layers.Circle object at 0x00000000BE670070>
## <folium.vector_layers.Circle object at 0x00000000BE670100>
## <folium.vector_layers.Circle object at 0x00000000BE670250>
## <folium.vector_layers.Circle object at 0x00000000BE6703A0>
## <folium.vector_layers.Circle object at 0x00000000BE6704F0>
## <folium.vector_layers.Circle object at 0x00000000BE670640>
## <folium.vector_layers.Circle object at 0x00000000BE670790>
## <folium.vector_layers.Circle object at 0x00000000BE6708E0>
## <folium.vector_layers.Circle object at 0x00000000BE670A30>
## <folium.vector_layers.Circle object at 0x00000000BE670B80>
## <folium.vector_layers.Circle object at 0x00000000BE670CD0>
## <folium.vector_layers.Circle object at 0x00000000BE670E20>
## <folium.vector_layers.Circle object at 0x00000000BE67D070>
## <folium.vector_layers.Circle object at 0x00000000BE67D100>
## <folium.vector_layers.Circle object at 0x00000000BE67D250>
## <folium.vector_layers.Circle object at 0x00000000BE67D3A0>
## <folium.vector_layers.Circle object at 0x00000000BE67D4F0>
## <folium.vector_layers.Circle object at 0x00000000BE67D640>
## <folium.vector_layers.Circle object at 0x00000000BE67D790>
## <folium.vector_layers.Circle object at 0x00000000BE67D8E0>
## <folium.vector_layers.Circle object at 0x00000000BE67DA30>
## <folium.vector_layers.Circle object at 0x00000000BE67DB80>
## <folium.vector_layers.Circle object at 0x00000000BE67DCD0>
## <folium.vector_layers.Circle object at 0x00000000BE67DE20>
## <folium.vector_layers.Circle object at 0x00000000BE68C040>
## <folium.vector_layers.Circle object at 0x00000000BE68C100>
## <folium.vector_layers.Circle object at 0x00000000BE68C250>
## <folium.vector_layers.Circle object at 0x00000000BE68C3A0>
## <folium.vector_layers.Circle object at 0x00000000BE68C4F0>
## <folium.vector_layers.Circle object at 0x00000000BE68C640>
## <folium.vector_layers.Circle object at 0x00000000BE68C790>
## <folium.vector_layers.Circle object at 0x00000000BE68C8E0>
## <folium.vector_layers.Circle object at 0x00000000BE68CA30>
## <folium.vector_layers.Circle object at 0x00000000BE68CB80>
## <folium.vector_layers.Circle object at 0x00000000BE68CCD0>
## <folium.vector_layers.Circle object at 0x00000000BE68CE20>
## <folium.vector_layers.Circle object at 0x00000000BE69A070>
## <folium.vector_layers.Circle object at 0x00000000BE69A100>
## <folium.vector_layers.Circle object at 0x00000000BE69A250>
## <folium.vector_layers.Circle object at 0x00000000BE69A3A0>
## <folium.vector_layers.Circle object at 0x00000000BE69A4F0>
## <folium.vector_layers.Circle object at 0x00000000BE69A640>
## <folium.vector_layers.Circle object at 0x00000000BE69A790>
## <folium.vector_layers.Circle object at 0x00000000BE69A8E0>
## <folium.vector_layers.Circle object at 0x00000000BE69AA30>
## <folium.vector_layers.Circle object at 0x00000000BE69AB80>
## <folium.vector_layers.Circle object at 0x00000000BE69ACD0>
## <folium.vector_layers.Circle object at 0x00000000BE69AE20>
## <folium.vector_layers.Circle object at 0x00000000BE6A8070>
## <folium.vector_layers.Circle object at 0x00000000BE6A8100>
## <folium.vector_layers.Circle object at 0x00000000BE6A8250>
## <folium.vector_layers.Circle object at 0x00000000BE6A83A0>
## <folium.vector_layers.Circle object at 0x00000000BE6A84F0>
## <folium.vector_layers.Circle object at 0x00000000BE6A8640>
## <folium.vector_layers.Circle object at 0x00000000BE6A8790>
## <folium.vector_layers.Circle object at 0x00000000BE6A88E0>
## <folium.vector_layers.Circle object at 0x00000000BE6A8A30>
## <folium.vector_layers.Circle object at 0x00000000BE6A8B80>
## <folium.vector_layers.Circle object at 0x00000000BE6A8CD0>
## <folium.vector_layers.Circle object at 0x00000000BE6A8E20>
## <folium.vector_layers.Circle object at 0x00000000BE6B4070>
## <folium.vector_layers.Circle object at 0x00000000BE6B4100>
## <folium.vector_layers.Circle object at 0x00000000BE6B4250>
## <folium.vector_layers.Circle object at 0x00000000BE6B43A0>
## <folium.vector_layers.Circle object at 0x00000000BE6B44F0>
## <folium.vector_layers.Circle object at 0x00000000BE6B4640>
## <folium.vector_layers.Circle object at 0x00000000BE6B4790>
## <folium.vector_layers.Circle object at 0x00000000BE6B48E0>
## <folium.vector_layers.Circle object at 0x00000000BE6B4A30>
## <folium.vector_layers.Circle object at 0x00000000BE6B4B80>
## <folium.vector_layers.Circle object at 0x00000000BE6B4CD0>
## <folium.vector_layers.Circle object at 0x00000000BE6B4E20>
## <folium.vector_layers.Circle object at 0x00000000BE6C3040>
## <folium.vector_layers.Circle object at 0x00000000BE6C3100>
## <folium.vector_layers.Circle object at 0x00000000BE6C3250>
## <folium.vector_layers.Circle object at 0x00000000BE6C33A0>
## <folium.vector_layers.Circle object at 0x00000000BE6C34F0>
## <folium.vector_layers.Circle object at 0x00000000BE6C3640>
## <folium.vector_layers.Circle object at 0x00000000BE6C3790>
## <folium.vector_layers.Circle object at 0x00000000BE6C38E0>
## <folium.vector_layers.Circle object at 0x00000000BE6C3A30>
## <folium.vector_layers.Circle object at 0x00000000BE6C3B80>
## <folium.vector_layers.Circle object at 0x00000000BE6C3CD0>
## <folium.vector_layers.Circle object at 0x00000000BE6C3E20>
## <folium.vector_layers.Circle object at 0x00000000BE6D2070>
## <folium.vector_layers.Circle object at 0x00000000BE6D2100>
## <folium.vector_layers.Circle object at 0x00000000BE6D2250>
## <folium.vector_layers.Circle object at 0x00000000BE6D23A0>
## <folium.vector_layers.Circle object at 0x00000000BE6D24F0>
## <folium.vector_layers.Circle object at 0x00000000BE6D2640>
## <folium.vector_layers.Circle object at 0x00000000BE6D2790>
## <folium.vector_layers.Circle object at 0x00000000BE6D28E0>
## <folium.vector_layers.Circle object at 0x00000000BE6D2A30>
## <folium.vector_layers.Circle object at 0x00000000BE6D2B80>
## <folium.vector_layers.Circle object at 0x00000000BE6D2CD0>
## <folium.vector_layers.Circle object at 0x00000000BE6D2E20>
## <folium.vector_layers.Circle object at 0x00000000BE6DF070>
## <folium.vector_layers.Circle object at 0x00000000BE6DF100>
## <folium.vector_layers.Circle object at 0x00000000BE6DF250>
## <folium.vector_layers.Circle object at 0x00000000BE6DF3A0>
## <folium.vector_layers.Circle object at 0x00000000BE6DF4F0>
## <folium.vector_layers.Circle object at 0x00000000BE6DF640>
## <folium.vector_layers.Circle object at 0x00000000BE6DF790>
## <folium.vector_layers.Circle object at 0x00000000BE6DF8E0>
## <folium.vector_layers.Circle object at 0x00000000BE6DFA30>
## <folium.vector_layers.Circle object at 0x00000000BE6DFB80>
## <folium.vector_layers.Circle object at 0x00000000BE6DFCD0>
## <folium.vector_layers.Circle object at 0x00000000BE6DFE20>
## <folium.vector_layers.Circle object at 0x00000000DFB3D070>
## <folium.vector_layers.Circle object at 0x00000000DFB3D100>
## <folium.vector_layers.Circle object at 0x00000000DFB3D250>
## <folium.vector_layers.Circle object at 0x00000000DFB3D3A0>
## <folium.vector_layers.Circle object at 0x00000000DFB3D4F0>
## <folium.vector_layers.Circle object at 0x00000000DFB3D640>
## <folium.vector_layers.Circle object at 0x00000000DFB3D790>
## <folium.vector_layers.Circle object at 0x00000000DFB3D8E0>
## <folium.vector_layers.Circle object at 0x00000000DFB3DA30>
## <folium.vector_layers.Circle object at 0x00000000DFB3DB80>
## <folium.vector_layers.Circle object at 0x00000000DFB3DCD0>
## <folium.vector_layers.Circle object at 0x00000000DFB3DE20>
## <folium.vector_layers.Circle object at 0x00000000DFB4C070>
## <folium.vector_layers.Circle object at 0x00000000DFB4C100>
## <folium.vector_layers.Circle object at 0x00000000DFB4C250>
## <folium.vector_layers.Circle object at 0x00000000DFB4C3A0>
## <folium.vector_layers.Circle object at 0x00000000DFB4C4F0>
## <folium.vector_layers.Circle object at 0x00000000DFB4C640>
## <folium.vector_layers.Circle object at 0x00000000DFB4C790>
## <folium.vector_layers.Circle object at 0x00000000DFB4C8E0>
## <folium.vector_layers.Circle object at 0x00000000DFB4CA30>
## <folium.vector_layers.Circle object at 0x00000000DFB4CB80>
## <folium.vector_layers.Circle object at 0x00000000DFB4CCD0>
## <folium.vector_layers.Circle object at 0x00000000DFB4CE20>
## <folium.vector_layers.Circle object at 0x00000000DFB5A070>
## <folium.vector_layers.Circle object at 0x00000000DFB5A100>
## <folium.vector_layers.Circle object at 0x00000000DFB5A250>
## <folium.vector_layers.Circle object at 0x00000000DFB5A3A0>
## <folium.vector_layers.Circle object at 0x00000000DFB5A4F0>
## <folium.vector_layers.Circle object at 0x00000000DFB5A640>
## <folium.vector_layers.Circle object at 0x00000000DFB5A790>
## <folium.vector_layers.Circle object at 0x00000000DFB5A8E0>
## <folium.vector_layers.Circle object at 0x00000000DFB5AA30>
## <folium.vector_layers.Circle object at 0x00000000DFB5AB80>
## <folium.vector_layers.Circle object at 0x00000000DFB5ACD0>
## <folium.vector_layers.Circle object at 0x00000000DFB5AE20>
## <folium.vector_layers.Circle object at 0x00000000DFB66070>
## <folium.vector_layers.Circle object at 0x00000000DFB66100>
## <folium.vector_layers.Circle object at 0x00000000DFB66250>
## <folium.vector_layers.Circle object at 0x00000000DFB663A0>
## <folium.vector_layers.Circle object at 0x00000000DFB664F0>
## <folium.vector_layers.Circle object at 0x00000000DFB66640>
## <folium.vector_layers.Circle object at 0x00000000DFB66790>
## <folium.vector_layers.Circle object at 0x00000000DFB668E0>
## <folium.vector_layers.Circle object at 0x00000000DFB66A30>
## <folium.vector_layers.Circle object at 0x00000000DFB66B80>
## <folium.vector_layers.Circle object at 0x00000000DFB66CD0>
## <folium.vector_layers.Circle object at 0x00000000DFB66E20>
## <folium.vector_layers.Circle object at 0x00000000DFB75070>
## <folium.vector_layers.Circle object at 0x00000000DFB75100>
## <folium.vector_layers.Circle object at 0x00000000DFB75250>
## <folium.vector_layers.Circle object at 0x00000000DFB753A0>
## <folium.vector_layers.Circle object at 0x00000000DFB754F0>
## <folium.vector_layers.Circle object at 0x00000000DFB75640>
## <folium.vector_layers.Circle object at 0x00000000DFB75790>
## <folium.vector_layers.Circle object at 0x00000000DFB758E0>
## <folium.vector_layers.Circle object at 0x00000000DFB75A30>
## <folium.vector_layers.Circle object at 0x00000000DFB75B80>
## <folium.vector_layers.Circle object at 0x00000000DFB75CD0>
## <folium.vector_layers.Circle object at 0x00000000DFB75E20>
## <folium.vector_layers.Circle object at 0x00000000DFB85070>
## <folium.vector_layers.Circle object at 0x00000000DFB85100>
## <folium.vector_layers.Circle object at 0x00000000DFB85250>
## <folium.vector_layers.Circle object at 0x00000000DFB853A0>
## <folium.vector_layers.Circle object at 0x00000000DFB854F0>
## <folium.vector_layers.Circle object at 0x00000000DFB85640>
## <folium.vector_layers.Circle object at 0x00000000DFB85790>
## <folium.vector_layers.Circle object at 0x00000000DFB858E0>
## <folium.vector_layers.Circle object at 0x00000000DFB85A30>
## <folium.vector_layers.Circle object at 0x00000000DFB85B80>
## <folium.vector_layers.Circle object at 0x00000000DFB85CD0>
## <folium.vector_layers.Circle object at 0x00000000DFB85E20>
## <folium.vector_layers.Circle object at 0x00000000DFB92070>
## <folium.vector_layers.Circle object at 0x00000000DFB92100>
## <folium.vector_layers.Circle object at 0x00000000DFB92250>
## <folium.vector_layers.Circle object at 0x00000000DFB923A0>
## <folium.vector_layers.Circle object at 0x00000000DFB924F0>
## <folium.vector_layers.Circle object at 0x00000000DFB92640>
## <folium.vector_layers.Circle object at 0x00000000DFB92790>
## <folium.vector_layers.Circle object at 0x00000000DFB928E0>
## <folium.vector_layers.Circle object at 0x00000000DFB92A30>
## <folium.vector_layers.Circle object at 0x00000000DFB92B80>
## <folium.vector_layers.Circle object at 0x00000000DFB92CD0>
## <folium.vector_layers.Circle object at 0x00000000DFB92E20>
## <folium.vector_layers.Circle object at 0x00000000DFBA0070>
## <folium.vector_layers.Circle object at 0x00000000DFBA0100>
## <folium.vector_layers.Circle object at 0x00000000DFBA0250>
## <folium.vector_layers.Circle object at 0x00000000DFBA03A0>
## <folium.vector_layers.Circle object at 0x00000000DFBA04F0>
## <folium.vector_layers.Circle object at 0x00000000DFBA0640>
## <folium.vector_layers.Circle object at 0x00000000DFBA0790>
## <folium.vector_layers.Circle object at 0x00000000DFBA08E0>
## <folium.vector_layers.Circle object at 0x00000000DFBA0A30>
## <folium.vector_layers.Circle object at 0x00000000DFBA0B80>
## <folium.vector_layers.Circle object at 0x00000000DFBA0CD0>
## <folium.vector_layers.Circle object at 0x00000000DFBA0E20>
## <folium.vector_layers.Circle object at 0x00000000DFBAF0A0>
## <folium.vector_layers.Circle object at 0x00000000DFBAF100>
## <folium.vector_layers.Circle object at 0x00000000DFBAF250>
## <folium.vector_layers.Circle object at 0x00000000DFBAF3A0>
## <folium.vector_layers.Circle object at 0x00000000DFBAF4F0>
## <folium.vector_layers.Circle object at 0x00000000DFBAF640>
## <folium.vector_layers.Circle object at 0x00000000DFBAF790>
## <folium.vector_layers.Circle object at 0x00000000DFBAF8E0>
## <folium.vector_layers.Circle object at 0x00000000DFBAFA30>
## <folium.vector_layers.Circle object at 0x00000000DFBAFB80>
## <folium.vector_layers.Circle object at 0x00000000DFBAFCD0>
## <folium.vector_layers.Circle object at 0x00000000DFBAFE20>
## <folium.vector_layers.Circle object at 0x00000000DFBBD040>
## <folium.vector_layers.Circle object at 0x00000000DFBBD100>
## <folium.vector_layers.Circle object at 0x00000000DFBBD250>
## <folium.vector_layers.Circle object at 0x00000000DFBBD3A0>
## <folium.vector_layers.Circle object at 0x00000000DFBBD4F0>
## <folium.vector_layers.Circle object at 0x00000000DFBBD640>
## <folium.vector_layers.Circle object at 0x00000000DFBBD790>
## <folium.vector_layers.Circle object at 0x00000000DFBBD8E0>
## <folium.vector_layers.Circle object at 0x00000000DFBBDA30>
## <folium.vector_layers.Circle object at 0x00000000DFBBDB80>
## <folium.vector_layers.Circle object at 0x00000000DFBBDCD0>
## <folium.vector_layers.Circle object at 0x00000000DFBBDE20>
## <folium.vector_layers.Circle object at 0x00000000DFBC90A0>
## <folium.vector_layers.Circle object at 0x00000000DFBC9100>
## <folium.vector_layers.Circle object at 0x00000000DFBC9250>
## <folium.vector_layers.Circle object at 0x00000000DFBC93A0>
## <folium.vector_layers.Circle object at 0x00000000DFBC94F0>
## <folium.vector_layers.Circle object at 0x00000000DFBC9640>
## <folium.vector_layers.Circle object at 0x00000000DFBC9790>
## <folium.vector_layers.Circle object at 0x00000000DFBC98E0>
## <folium.vector_layers.Circle object at 0x00000000DFBC9A30>
## <folium.vector_layers.Circle object at 0x00000000DFBC9B80>
## <folium.vector_layers.Circle object at 0x00000000DFBC9CD0>
## <folium.vector_layers.Circle object at 0x00000000DFBC9E20>
## <folium.vector_layers.Circle object at 0x00000000DFBD7070>
## <folium.vector_layers.Circle object at 0x00000000DFBD7100>
## <folium.vector_layers.Circle object at 0x00000000DFBD7250>
## <folium.vector_layers.Circle object at 0x00000000DFBD73A0>
## <folium.vector_layers.Circle object at 0x00000000DFBD74F0>
## <folium.vector_layers.Circle object at 0x00000000DFBD7640>
## <folium.vector_layers.Circle object at 0x00000000DFBD7790>
## <folium.vector_layers.Circle object at 0x00000000DFBD78E0>
## <folium.vector_layers.Circle object at 0x00000000DFBD7A30>
## <folium.vector_layers.Circle object at 0x00000000DFBD7B80>
## <folium.vector_layers.Circle object at 0x00000000DFBD7CD0>
## <folium.vector_layers.Circle object at 0x00000000DFBD7E20>
## <folium.vector_layers.Circle object at 0x00000000DFBE70A0>
## <folium.vector_layers.Circle object at 0x00000000DFBE7100>
## <folium.vector_layers.Circle object at 0x00000000DFBE7250>
## <folium.vector_layers.Circle object at 0x00000000DFBE73A0>
## <folium.vector_layers.Circle object at 0x00000000DFBE74F0>
## <folium.vector_layers.Circle object at 0x00000000DFBE7640>
## <folium.vector_layers.Circle object at 0x00000000DFBE7790>
## <folium.vector_layers.Circle object at 0x00000000DFBE78E0>
## <folium.vector_layers.Circle object at 0x00000000DFBE7A30>
## <folium.vector_layers.Circle object at 0x00000000DFBE7B80>
## <folium.vector_layers.Circle object at 0x00000000DFBE7CD0>
## <folium.vector_layers.Circle object at 0x00000000DFBE7E20>
## <folium.vector_layers.Circle object at 0x00000000DFBF4070>
## <folium.vector_layers.Circle object at 0x00000000DFBF4100>
## <folium.vector_layers.Circle object at 0x00000000DFBF4250>
## <folium.vector_layers.Circle object at 0x00000000DFBF43A0>
## <folium.vector_layers.Circle object at 0x00000000DFBF44F0>
## <folium.vector_layers.Circle object at 0x00000000DFBF4640>
## <folium.vector_layers.Circle object at 0x00000000DFBF4790>
## <folium.vector_layers.Circle object at 0x00000000DFBF48E0>
## <folium.vector_layers.Circle object at 0x00000000DFBF4A30>
## <folium.vector_layers.Circle object at 0x00000000DFBF4B80>
## <folium.vector_layers.Circle object at 0x00000000DFBF4CD0>
## <folium.vector_layers.Circle object at 0x00000000DFBF4E20>
## <folium.vector_layers.Circle object at 0x00000000DFC02070>
## <folium.vector_layers.Circle object at 0x00000000DFC02100>
## <folium.vector_layers.Circle object at 0x00000000DFC02250>
## <folium.vector_layers.Circle object at 0x00000000DFC023A0>
## <folium.vector_layers.Circle object at 0x00000000DFC024F0>
## <folium.vector_layers.Circle object at 0x00000000DFC02640>
## <folium.vector_layers.Circle object at 0x00000000DFC02790>
## <folium.vector_layers.Circle object at 0x00000000DFC028E0>
## <folium.vector_layers.Circle object at 0x00000000DFC02A30>
## <folium.vector_layers.Circle object at 0x00000000DFC02B80>
## <folium.vector_layers.Circle object at 0x00000000DFC02CD0>
## <folium.vector_layers.Circle object at 0x00000000DFC02E20>
## <folium.vector_layers.Circle object at 0x00000000DFC10070>
## <folium.vector_layers.Circle object at 0x00000000DFC10100>
## <folium.vector_layers.Circle object at 0x00000000DFC10250>
## <folium.vector_layers.Circle object at 0x00000000DFC103A0>
## <folium.vector_layers.Circle object at 0x00000000DFC104F0>
## <folium.vector_layers.Circle object at 0x00000000DFC10640>
## <folium.vector_layers.Circle object at 0x00000000DFC10790>
## <folium.vector_layers.Circle object at 0x00000000DFC108E0>
## <folium.vector_layers.Circle object at 0x00000000DFC10A30>
## <folium.vector_layers.Circle object at 0x00000000DFC10B80>
## <folium.vector_layers.Circle object at 0x00000000DFC10CD0>
## <folium.vector_layers.Circle object at 0x00000000DFC10E20>
## <folium.vector_layers.Circle object at 0x00000000DFC1F0A0>
## <folium.vector_layers.Circle object at 0x00000000DFC1F100>
## <folium.vector_layers.Circle object at 0x00000000DFC1F250>
## <folium.vector_layers.Circle object at 0x00000000DFC1F3A0>
## <folium.vector_layers.Circle object at 0x00000000DFC1F4F0>
## <folium.vector_layers.Circle object at 0x00000000DFC1F640>
## <folium.vector_layers.Circle object at 0x00000000DFC1F790>
## <folium.vector_layers.Circle object at 0x00000000DFC1F8E0>
## <folium.vector_layers.Circle object at 0x00000000DFC1FA30>
## <folium.vector_layers.Circle object at 0x00000000DFC1FB80>
## <folium.vector_layers.Circle object at 0x00000000DFC1FCD0>
## <folium.vector_layers.Circle object at 0x00000000DFC1FE20>
## <folium.vector_layers.Circle object at 0x00000000DFC2B0A0>
## <folium.vector_layers.Circle object at 0x00000000DFC2B100>
## <folium.vector_layers.Circle object at 0x00000000DFC2B250>
## <folium.vector_layers.Circle object at 0x00000000DFC2B3A0>
## <folium.vector_layers.Circle object at 0x00000000DFC2B4F0>
## <folium.vector_layers.Circle object at 0x00000000DFC2B640>
## <folium.vector_layers.Circle object at 0x00000000DFC2B790>
## <folium.vector_layers.Circle object at 0x00000000DFC2B8E0>
## <folium.vector_layers.Circle object at 0x00000000DFC2BA30>
## <folium.vector_layers.Circle object at 0x00000000DFC2BB80>
## <folium.vector_layers.Circle object at 0x00000000DFC2BCD0>
## <folium.vector_layers.Circle object at 0x00000000DFC2BE20>
## <folium.vector_layers.Circle object at 0x00000000DFC39070>
## <folium.vector_layers.Circle object at 0x00000000DFC39100>
## <folium.vector_layers.Circle object at 0x00000000DFC39250>
## <folium.vector_layers.Circle object at 0x00000000DFC393A0>
## <folium.vector_layers.Circle object at 0x00000000DFC394F0>
## <folium.vector_layers.Circle object at 0x00000000DFC39640>
## <folium.vector_layers.Circle object at 0x00000000DFC39790>
## <folium.vector_layers.Circle object at 0x00000000DFC398E0>
## <folium.vector_layers.Circle object at 0x00000000DFC39A30>
## <folium.vector_layers.Circle object at 0x00000000DFC39B80>
## <folium.vector_layers.Circle object at 0x00000000DFC39CD0>
## <folium.vector_layers.Circle object at 0x00000000DFC39E20>
## <folium.vector_layers.Circle object at 0x00000000DFC48070>
## <folium.vector_layers.Circle object at 0x00000000DFC48100>
## <folium.vector_layers.Circle object at 0x00000000DFC48250>
## <folium.vector_layers.Circle object at 0x00000000DFC483A0>
## <folium.vector_layers.Circle object at 0x00000000DFC484F0>
## <folium.vector_layers.Circle object at 0x00000000DFC48640>
## <folium.vector_layers.Circle object at 0x00000000DFC48790>
## <folium.vector_layers.Circle object at 0x00000000DFC488E0>
## <folium.vector_layers.Circle object at 0x00000000DFC48A30>
## <folium.vector_layers.Circle object at 0x00000000DFC48B80>
## <folium.vector_layers.Circle object at 0x00000000DFC48CD0>
## <folium.vector_layers.Circle object at 0x00000000DFC48E20>
## <folium.vector_layers.Circle object at 0x00000000DFC56040>
## <folium.vector_layers.Circle object at 0x00000000DFC56100>
## <folium.vector_layers.Circle object at 0x00000000DFC56250>
## <folium.vector_layers.Circle object at 0x00000000DFC563A0>
## <folium.vector_layers.Circle object at 0x00000000DFC564F0>
## <folium.vector_layers.Circle object at 0x00000000DFC56640>
## <folium.vector_layers.Circle object at 0x00000000DFC56790>
## <folium.vector_layers.Circle object at 0x00000000DFC568E0>
## <folium.vector_layers.Circle object at 0x00000000DFC56A30>
## <folium.vector_layers.Circle object at 0x00000000DFC56B80>
## <folium.vector_layers.Circle object at 0x00000000DFC56CD0>
## <folium.vector_layers.Circle object at 0x00000000DFC56E20>
## <folium.vector_layers.Circle object at 0x00000000DFC64070>
## <folium.vector_layers.Circle object at 0x00000000DFC64100>
## <folium.vector_layers.Circle object at 0x00000000DFC64250>
## <folium.vector_layers.Circle object at 0x00000000DFC643A0>
## <folium.vector_layers.Circle object at 0x00000000DFC644F0>
## <folium.vector_layers.Circle object at 0x00000000DFC64640>
## <folium.vector_layers.Circle object at 0x00000000DFC64790>
## <folium.vector_layers.Circle object at 0x00000000DFC648E0>
## <folium.vector_layers.Circle object at 0x00000000DFC64A30>
## <folium.vector_layers.Circle object at 0x00000000DFC64B80>
## <folium.vector_layers.Circle object at 0x00000000DFC64CD0>
## <folium.vector_layers.Circle object at 0x00000000DFC64E20>
## <folium.vector_layers.Circle object at 0x00000000DFC72070>
## <folium.vector_layers.Circle object at 0x00000000DFC72100>
## <folium.vector_layers.Circle object at 0x00000000DFC72250>
## <folium.vector_layers.Circle object at 0x00000000DFC723A0>
## <folium.vector_layers.Circle object at 0x00000000DFC724F0>
## <folium.vector_layers.Circle object at 0x00000000DFC72640>
## <folium.vector_layers.Circle object at 0x00000000DFC72790>
## <folium.vector_layers.Circle object at 0x00000000DFC728E0>
## <folium.vector_layers.Circle object at 0x00000000DFC72A30>
## <folium.vector_layers.Circle object at 0x00000000DFC72B80>
## <folium.vector_layers.Circle object at 0x00000000DFC72CD0>
## <folium.vector_layers.Circle object at 0x00000000DFC72E20>
## <folium.vector_layers.Circle object at 0x00000000DFC7F070>
## <folium.vector_layers.Circle object at 0x00000000DFC7F100>
## <folium.vector_layers.Circle object at 0x00000000DFC7F250>
## <folium.vector_layers.Circle object at 0x00000000DFC7F3A0>
## <folium.vector_layers.Circle object at 0x00000000DFC7F4F0>
## <folium.vector_layers.Circle object at 0x00000000DFC7F640>
## <folium.vector_layers.Circle object at 0x00000000DFC7F790>
## <folium.vector_layers.Circle object at 0x00000000DFC7F8E0>
## <folium.vector_layers.Circle object at 0x00000000DFC7FA30>
## <folium.vector_layers.Circle object at 0x00000000DFC7FB80>
## <folium.vector_layers.Circle object at 0x00000000DFC7FCD0>
## <folium.vector_layers.Circle object at 0x00000000DFC7FE20>
## <folium.vector_layers.Circle object at 0x00000000DFC8D0A0>
## <folium.vector_layers.Circle object at 0x00000000DFC8D100>
## <folium.vector_layers.Circle object at 0x00000000DFC8D250>
## <folium.vector_layers.Circle object at 0x00000000DFC8D3A0>
## <folium.vector_layers.Circle object at 0x00000000DFC8D4F0>
## <folium.vector_layers.Circle object at 0x00000000DFC8D640>
## <folium.vector_layers.Circle object at 0x00000000DFC8D790>
## <folium.vector_layers.Circle object at 0x00000000DFC8D8E0>
## <folium.vector_layers.Circle object at 0x00000000DFC8DA30>
## <folium.vector_layers.Circle object at 0x00000000DFC8DB80>
## <folium.vector_layers.Circle object at 0x00000000DFC8DCD0>
## <folium.vector_layers.Circle object at 0x00000000DFC8DE20>
## <folium.vector_layers.Circle object at 0x00000000DFC9B070>
## <folium.vector_layers.Circle object at 0x00000000DFC9B100>
## <folium.vector_layers.Circle object at 0x00000000DFC9B250>
## <folium.vector_layers.Circle object at 0x00000000DFC9B3A0>
## <folium.vector_layers.Circle object at 0x00000000DFC9B4F0>
## <folium.vector_layers.Circle object at 0x00000000DFC9B640>
## <folium.vector_layers.Circle object at 0x00000000DFC9B790>
## <folium.vector_layers.Circle object at 0x00000000DFC9B8E0>
## <folium.vector_layers.Circle object at 0x00000000DFC9BA30>
## <folium.vector_layers.Circle object at 0x00000000DFC9BB80>
## <folium.vector_layers.Circle object at 0x00000000DFC9BCD0>
## <folium.vector_layers.Circle object at 0x00000000DFC9BE20>
## <folium.vector_layers.Circle object at 0x00000000DFCAA070>
## <folium.vector_layers.Circle object at 0x00000000DFCAA100>
## <folium.vector_layers.Circle object at 0x00000000DFCAA250>
## <folium.vector_layers.Circle object at 0x00000000DFCAA3A0>
## <folium.vector_layers.Circle object at 0x00000000DFCAA4F0>
## <folium.vector_layers.Circle object at 0x00000000DFCAA640>
## <folium.vector_layers.Circle object at 0x00000000DFCAA790>
## <folium.vector_layers.Circle object at 0x00000000DFCAA8E0>
## <folium.vector_layers.Circle object at 0x00000000DFCAAA30>
## <folium.vector_layers.Circle object at 0x00000000DFCAAB80>
## <folium.vector_layers.Circle object at 0x00000000DFCAACD0>
## <folium.vector_layers.Circle object at 0x00000000DFCAAE20>
## <folium.vector_layers.Circle object at 0x00000000DFCB7070>
## <folium.vector_layers.Circle object at 0x00000000DFCB7100>
## <folium.vector_layers.Circle object at 0x00000000DFCB7250>
## <folium.vector_layers.Circle object at 0x00000000DFCB73A0>
## <folium.vector_layers.Circle object at 0x00000000DFCB74F0>
## <folium.vector_layers.Circle object at 0x00000000DFCB7640>
## <folium.vector_layers.Circle object at 0x00000000DFCB7790>
## <folium.vector_layers.Circle object at 0x00000000DFCB78E0>
## <folium.vector_layers.Circle object at 0x00000000DFCB7A30>
## <folium.vector_layers.Circle object at 0x00000000DFCB7B80>
## <folium.vector_layers.Circle object at 0x00000000DFCB7CD0>
## <folium.vector_layers.Circle object at 0x00000000DFCB7E20>
## <folium.vector_layers.Circle object at 0x00000000DFCC6070>
## <folium.vector_layers.Circle object at 0x00000000DFCC6100>
## <folium.vector_layers.Circle object at 0x00000000DFCC6250>
## <folium.vector_layers.Circle object at 0x00000000DFCC63A0>
## <folium.vector_layers.Circle object at 0x00000000DFCC64F0>
## <folium.vector_layers.Circle object at 0x00000000DFCC6640>
## <folium.vector_layers.Circle object at 0x00000000DFCC6790>
## <folium.vector_layers.Circle object at 0x00000000DFCC68E0>
## <folium.vector_layers.Circle object at 0x00000000DFCC6A30>
## <folium.vector_layers.Circle object at 0x00000000DFCC6B80>
## <folium.vector_layers.Circle object at 0x00000000DFCC6CD0>
## <folium.vector_layers.Circle object at 0x00000000DFCC6E20>
## <folium.vector_layers.Circle object at 0x00000000DFCD4070>
## <folium.vector_layers.Circle object at 0x00000000DFCD4100>
## <folium.vector_layers.Circle object at 0x00000000DFCD4250>
## <folium.vector_layers.Circle object at 0x00000000DFCD43A0>
## <folium.vector_layers.Circle object at 0x00000000DFCD44F0>
## <folium.vector_layers.Circle object at 0x00000000DFCD4640>
## <folium.vector_layers.Circle object at 0x00000000DFCD4790>
## <folium.vector_layers.Circle object at 0x00000000DFCD48E0>
## <folium.vector_layers.Circle object at 0x00000000DFCD4A30>
## <folium.vector_layers.Circle object at 0x00000000DFCD4B80>
## <folium.vector_layers.Circle object at 0x00000000DFCD4CD0>
## <folium.vector_layers.Circle object at 0x00000000DFCD4E20>
## <folium.vector_layers.Circle object at 0x00000000DFCE1070>
## <folium.vector_layers.Circle object at 0x00000000DFCE1100>
## <folium.vector_layers.Circle object at 0x00000000DFCE1250>
## <folium.vector_layers.Circle object at 0x00000000DFCE13A0>
## <folium.vector_layers.Circle object at 0x00000000DFCE14F0>
## <folium.vector_layers.Circle object at 0x00000000DFCE1640>
## <folium.vector_layers.Circle object at 0x00000000DFCE1790>
## <folium.vector_layers.Circle object at 0x00000000DFCE18E0>
## <folium.vector_layers.Circle object at 0x00000000DFCE1A30>
## <folium.vector_layers.Circle object at 0x00000000DFCE1B80>
## <folium.vector_layers.Circle object at 0x00000000DFCE1CD0>
## <folium.vector_layers.Circle object at 0x00000000DFCE1E20>
## <folium.vector_layers.Circle object at 0x00000000DFCF00D0>
## <folium.vector_layers.Circle object at 0x00000000DFCF0100>
## <folium.vector_layers.Circle object at 0x00000000DFCF0250>
## <folium.vector_layers.Circle object at 0x00000000DFCF03A0>
## <folium.vector_layers.Circle object at 0x00000000DFCF04F0>
## <folium.vector_layers.Circle object at 0x00000000DFCF0640>
## <folium.vector_layers.Circle object at 0x00000000DFCF0790>
## <folium.vector_layers.Circle object at 0x00000000DFCF08E0>
## <folium.vector_layers.Circle object at 0x00000000DFCF0A30>
## <folium.vector_layers.Circle object at 0x00000000DFCF0B80>
## <folium.vector_layers.Circle object at 0x00000000DFCF0CD0>
## <folium.vector_layers.Circle object at 0x00000000DFCF0E20>
## <folium.vector_layers.Circle object at 0x00000000DFCFD070>
## <folium.vector_layers.Circle object at 0x00000000DFCFD100>
## <folium.vector_layers.Circle object at 0x00000000DFCFD250>
## <folium.vector_layers.Circle object at 0x00000000DFCFD3A0>
## <folium.vector_layers.Circle object at 0x00000000DFCFD4F0>
## <folium.vector_layers.Circle object at 0x00000000DFCFD640>
## <folium.vector_layers.Circle object at 0x00000000DFCFD790>
## <folium.vector_layers.Circle object at 0x00000000DFCFD8E0>
## <folium.vector_layers.Circle object at 0x00000000DFCFDA30>
## <folium.vector_layers.Circle object at 0x00000000DFCFDB80>
## <folium.vector_layers.Circle object at 0x00000000DFCFDCD0>
## <folium.vector_layers.Circle object at 0x00000000DFCFDE20>
## <folium.vector_layers.Circle object at 0x00000000DFD0C070>
## <folium.vector_layers.Circle object at 0x00000000DFD0C100>
## <folium.vector_layers.Circle object at 0x00000000DFD0C250>
## <folium.vector_layers.Circle object at 0x00000000DFD0C3A0>
## <folium.vector_layers.Circle object at 0x00000000DFD0C4F0>
## <folium.vector_layers.Circle object at 0x00000000DFD0C640>
## <folium.vector_layers.Circle object at 0x00000000DFD0C790>
## <folium.vector_layers.Circle object at 0x00000000DFD0C8E0>
## <folium.vector_layers.Circle object at 0x00000000DFD0CA30>
## <folium.vector_layers.Circle object at 0x00000000DFD0CB80>
## <folium.vector_layers.Circle object at 0x00000000DFD0CCD0>
## <folium.vector_layers.Circle object at 0x00000000DFD0CE20>
## <folium.vector_layers.Circle object at 0x00000000DFD19070>
## <folium.vector_layers.Circle object at 0x00000000DFD19100>
## <folium.vector_layers.Circle object at 0x00000000DFD19250>
## <folium.vector_layers.Circle object at 0x00000000DFD193A0>
## <folium.vector_layers.Circle object at 0x00000000DFD194F0>
## <folium.vector_layers.Circle object at 0x00000000DFD19640>
## <folium.vector_layers.Circle object at 0x00000000DFD19790>
## <folium.vector_layers.Circle object at 0x00000000DFD198E0>
## <folium.vector_layers.Circle object at 0x00000000DFD19A30>
## <folium.vector_layers.Circle object at 0x00000000DFD19B80>
## <folium.vector_layers.Circle object at 0x00000000DFD19CD0>
## <folium.vector_layers.Circle object at 0x00000000DFD19E20>
## <folium.vector_layers.Circle object at 0x00000000DFD280A0>
## <folium.vector_layers.Circle object at 0x00000000DFD28100>
## <folium.vector_layers.Circle object at 0x00000000DFD28250>
## <folium.vector_layers.Circle object at 0x00000000DFD283A0>
## <folium.vector_layers.Circle object at 0x00000000DFD284F0>
## <folium.vector_layers.Circle object at 0x00000000DFD28640>
## <folium.vector_layers.Circle object at 0x00000000DFD28790>
## <folium.vector_layers.Circle object at 0x00000000DFD288E0>
## <folium.vector_layers.Circle object at 0x00000000DFD28A30>
## <folium.vector_layers.Circle object at 0x00000000DFD28B80>
## <folium.vector_layers.Circle object at 0x00000000DFD28CD0>
## <folium.vector_layers.Circle object at 0x00000000DFD28E20>
## <folium.vector_layers.Circle object at 0x00000000DFD36070>
## <folium.vector_layers.Circle object at 0x00000000DFD36100>
## <folium.vector_layers.Circle object at 0x00000000DFD36250>
## <folium.vector_layers.Circle object at 0x00000000DFD363A0>
## <folium.vector_layers.Circle object at 0x00000000DFD364F0>
## <folium.vector_layers.Circle object at 0x00000000DFD36640>
## <folium.vector_layers.Circle object at 0x00000000DFD36790>
## <folium.vector_layers.Circle object at 0x00000000DFD368E0>
## <folium.vector_layers.Circle object at 0x00000000DFD36A30>
## <folium.vector_layers.Circle object at 0x00000000DFD36B80>
## <folium.vector_layers.Circle object at 0x00000000DFD36CD0>
## <folium.vector_layers.Circle object at 0x00000000DFD36E20>
## <folium.vector_layers.Circle object at 0x00000000DFD43070>
## <folium.vector_layers.Circle object at 0x00000000DFD43100>
## <folium.vector_layers.Circle object at 0x00000000DFD43250>
## <folium.vector_layers.Circle object at 0x00000000DFD433A0>
## <folium.vector_layers.Circle object at 0x00000000DFD434F0>
## <folium.vector_layers.Circle object at 0x00000000DFD43640>
## <folium.vector_layers.Circle object at 0x00000000DFD43790>
## <folium.vector_layers.Circle object at 0x00000000DFD438E0>
## <folium.vector_layers.Circle object at 0x00000000DFD43A30>
## <folium.vector_layers.Circle object at 0x00000000DFD43B80>
## <folium.vector_layers.Circle object at 0x00000000DFD43CD0>
## <folium.vector_layers.Circle object at 0x00000000DFD43E20>
## <folium.vector_layers.Circle object at 0x00000000DFD500A0>
## <folium.vector_layers.Circle object at 0x00000000DFD50100>
## <folium.vector_layers.Circle object at 0x00000000DFD50250>
## <folium.vector_layers.Circle object at 0x00000000DFD503A0>
## <folium.vector_layers.Circle object at 0x00000000DFD504F0>
## <folium.vector_layers.Circle object at 0x00000000DFD50640>
## <folium.vector_layers.Circle object at 0x00000000DFD50790>
## <folium.vector_layers.Circle object at 0x00000000DFD508E0>
## <folium.vector_layers.Circle object at 0x00000000DFD50A30>
## <folium.vector_layers.Circle object at 0x00000000DFD50B80>
## <folium.vector_layers.Circle object at 0x00000000DFD50CD0>
## <folium.vector_layers.Circle object at 0x00000000DFD50E20>
## <folium.vector_layers.Circle object at 0x00000000DFD5F040>
## <folium.vector_layers.Circle object at 0x00000000DFD5F100>
## <folium.vector_layers.Circle object at 0x00000000DFD5F250>
## <folium.vector_layers.Circle object at 0x00000000DFD5F3A0>
## <folium.vector_layers.Circle object at 0x00000000DFD5F4F0>
## <folium.vector_layers.Circle object at 0x00000000DFD5F640>
## <folium.vector_layers.Circle object at 0x00000000DFD5F790>
## <folium.vector_layers.Circle object at 0x00000000DFD5F8E0>
## <folium.vector_layers.Circle object at 0x00000000DFD5FA30>
## <folium.vector_layers.Circle object at 0x00000000DFD5FB80>
## <folium.vector_layers.Circle object at 0x00000000DFD5FCD0>
## <folium.vector_layers.Circle object at 0x00000000DFD5FE20>
## <folium.vector_layers.Circle object at 0x00000000DFD6E040>
## <folium.vector_layers.Circle object at 0x00000000DFD6E100>
## <folium.vector_layers.Circle object at 0x00000000DFD6E250>
## <folium.vector_layers.Circle object at 0x00000000DFD6E3A0>
## <folium.vector_layers.Circle object at 0x00000000DFD6E4F0>
## <folium.vector_layers.Circle object at 0x00000000DFD6E640>
## <folium.vector_layers.Circle object at 0x00000000DFD6E790>
## <folium.vector_layers.Circle object at 0x00000000DFD6E8E0>
## <folium.vector_layers.Circle object at 0x00000000DFD6EA30>
## <folium.vector_layers.Circle object at 0x00000000DFD6EB80>
## <folium.vector_layers.Circle object at 0x00000000DFD6ECD0>
## <folium.vector_layers.Circle object at 0x00000000DFD6EE20>
## <folium.vector_layers.Circle object at 0x00000000DFD7B070>
## <folium.vector_layers.Circle object at 0x00000000DFD7B100>
## <folium.vector_layers.Circle object at 0x00000000DFD7B250>
## <folium.vector_layers.Circle object at 0x00000000DFD7B3A0>
## <folium.vector_layers.Circle object at 0x00000000DFD7B4F0>
## <folium.vector_layers.Circle object at 0x00000000DFD7B640>
## <folium.vector_layers.Circle object at 0x00000000DFD7B790>
## <folium.vector_layers.Circle object at 0x00000000DFD7B8E0>
## <folium.vector_layers.Circle object at 0x00000000DFD7BA30>
## <folium.vector_layers.Circle object at 0x00000000DFD7BB80>
## <folium.vector_layers.Circle object at 0x00000000DFD7BCD0>
## <folium.vector_layers.Circle object at 0x00000000DFD7BE20>
## <folium.vector_layers.Circle object at 0x00000000DFD89070>
## <folium.vector_layers.Circle object at 0x00000000DFD89100>
## <folium.vector_layers.Circle object at 0x00000000DFD89250>
## <folium.vector_layers.Circle object at 0x00000000DFD893A0>
## <folium.vector_layers.Circle object at 0x00000000DFD894F0>
## <folium.vector_layers.Circle object at 0x00000000DFD89640>
## <folium.vector_layers.Circle object at 0x00000000DFD89790>
## <folium.vector_layers.Circle object at 0x00000000DFD898E0>
## <folium.vector_layers.Circle object at 0x00000000DFD89A30>
## <folium.vector_layers.Circle object at 0x00000000DFD89B80>
## <folium.vector_layers.Circle object at 0x00000000DFD89CD0>
## <folium.vector_layers.Circle object at 0x00000000DFD89E20>
## <folium.vector_layers.Circle object at 0x00000000DFD98040>
## <folium.vector_layers.Circle object at 0x00000000DFD98100>
## <folium.vector_layers.Circle object at 0x00000000DFD98250>
## <folium.vector_layers.Circle object at 0x00000000DFD983A0>
## <folium.vector_layers.Circle object at 0x00000000DFD984F0>
## <folium.vector_layers.Circle object at 0x00000000DFD98640>
## <folium.vector_layers.Circle object at 0x00000000DFD98790>
## <folium.vector_layers.Circle object at 0x00000000DFD988E0>
## <folium.vector_layers.Circle object at 0x00000000DFD98A30>
## <folium.vector_layers.Circle object at 0x00000000DFD98B80>
## <folium.vector_layers.Circle object at 0x00000000DFD98CD0>
## <folium.vector_layers.Circle object at 0x00000000DFD98E20>
## <folium.vector_layers.Circle object at 0x00000000DFDA5070>
## <folium.vector_layers.Circle object at 0x00000000DFDA5100>
## <folium.vector_layers.Circle object at 0x00000000DFDA5250>
## <folium.vector_layers.Circle object at 0x00000000DFDA53A0>
## <folium.vector_layers.Circle object at 0x00000000DFDA54F0>
## <folium.vector_layers.Circle object at 0x00000000DFDA5640>
## <folium.vector_layers.Circle object at 0x00000000DFDA5790>
## <folium.vector_layers.Circle object at 0x00000000DFDA58E0>
## <folium.vector_layers.Circle object at 0x00000000DFDA5A30>
## <folium.vector_layers.Circle object at 0x00000000DFDA5B80>
## <folium.vector_layers.Circle object at 0x00000000DFDA5CD0>
## <folium.vector_layers.Circle object at 0x00000000DFDA5E20>
## <folium.vector_layers.Circle object at 0x00000000DFDB20A0>
## <folium.vector_layers.Circle object at 0x00000000DFDB2100>
## <folium.vector_layers.Circle object at 0x00000000DFDB2250>
## <folium.vector_layers.Circle object at 0x00000000DFDB23A0>
## <folium.vector_layers.Circle object at 0x00000000DFDB24F0>
## <folium.vector_layers.Circle object at 0x00000000DFDB2640>
## <folium.vector_layers.Circle object at 0x00000000DFDB2790>
## <folium.vector_layers.Circle object at 0x00000000DFDB28E0>
## <folium.vector_layers.Circle object at 0x00000000DFDB2A30>
## <folium.vector_layers.Circle object at 0x00000000DFDB2B80>
## <folium.vector_layers.Circle object at 0x00000000DFDB2CD0>
## <folium.vector_layers.Circle object at 0x00000000DFDB2E20>
## <folium.vector_layers.Circle object at 0x00000000DFDC0070>
## <folium.vector_layers.Circle object at 0x00000000DFDC0100>
## <folium.vector_layers.Circle object at 0x00000000DFDC0250>
## <folium.vector_layers.Circle object at 0x00000000DFDC03A0>
## <folium.vector_layers.Circle object at 0x00000000DFDC04F0>
## <folium.vector_layers.Circle object at 0x00000000DFDC0640>
## <folium.vector_layers.Circle object at 0x00000000DFDC0790>
## <folium.vector_layers.Circle object at 0x00000000DFDC08E0>
## <folium.vector_layers.Circle object at 0x00000000DFDC0A30>
## <folium.vector_layers.Circle object at 0x00000000DFDC0B80>
## <folium.vector_layers.Circle object at 0x00000000DFDC0CD0>
## <folium.vector_layers.Circle object at 0x00000000DFDC0E20>
## <folium.vector_layers.Circle object at 0x00000000DFDD00A0>
## <folium.vector_layers.Circle object at 0x00000000DFDD0100>
## <folium.vector_layers.Circle object at 0x00000000DFDD0250>
## <folium.vector_layers.Circle object at 0x00000000DFDD03A0>
## <folium.vector_layers.Circle object at 0x00000000DFDD04F0>
## <folium.vector_layers.Circle object at 0x00000000DFDD0640>
## <folium.vector_layers.Circle object at 0x00000000DFDD0790>
## <folium.vector_layers.Circle object at 0x00000000DFDD08E0>
## <folium.vector_layers.Circle object at 0x00000000DFDD0A30>
## <folium.vector_layers.Circle object at 0x00000000DFDD0B80>
## <folium.vector_layers.Circle object at 0x00000000DFDD0CD0>
## <folium.vector_layers.Circle object at 0x00000000DFDD0E20>
## <folium.vector_layers.Circle object at 0x00000000DFDDD070>
## <folium.vector_layers.Circle object at 0x00000000DFDDD100>
## <folium.vector_layers.Circle object at 0x00000000DFDDD250>
## <folium.vector_layers.Circle object at 0x00000000DFDDD3A0>
## <folium.vector_layers.Circle object at 0x00000000DFDDD4F0>
## <folium.vector_layers.Circle object at 0x00000000DFDDD640>
## <folium.vector_layers.Circle object at 0x00000000DFDDD8E0>
## <folium.vector_layers.Circle object at 0x00000000DFDDD910>
## <folium.vector_layers.Circle object at 0x00000000DFDDDA60>
## <folium.vector_layers.Circle object at 0x00000000DFDDDBB0>
## <folium.vector_layers.Circle object at 0x00000000DFDDDD00>
## <folium.vector_layers.Circle object at 0x00000000DFDDDE50>
## <folium.vector_layers.Circle object at 0x00000000DFDEB040>
## <folium.vector_layers.Circle object at 0x00000000DFDEB130>
## <folium.vector_layers.Circle object at 0x00000000DFDEB280>
## <folium.vector_layers.Circle object at 0x00000000DFDEB3D0>
## <folium.vector_layers.Circle object at 0x00000000DFDEB520>
## <folium.vector_layers.Circle object at 0x00000000DFDEB670>
## <folium.vector_layers.Circle object at 0x00000000DFDEB7C0>
## <folium.vector_layers.Circle object at 0x00000000DFDEB910>
## <folium.vector_layers.Circle object at 0x00000000DFDEBA60>
## <folium.vector_layers.Circle object at 0x00000000DFDEBBB0>
## <folium.vector_layers.Circle object at 0x00000000DFDEBD00>
## <folium.vector_layers.Circle object at 0x00000000DFDEBE50>
## <folium.vector_layers.Circle object at 0x00000000DFDF9040>
## <folium.vector_layers.Circle object at 0x00000000DFDF9130>
## <folium.vector_layers.Circle object at 0x00000000DFDF9280>
## <folium.vector_layers.Circle object at 0x00000000DFDF93D0>
## <folium.vector_layers.Circle object at 0x00000000DFDF9520>
## <folium.vector_layers.Circle object at 0x00000000DFDF9670>
## <folium.vector_layers.Circle object at 0x00000000DFDF97C0>
## <folium.vector_layers.Circle object at 0x00000000DFDF9910>
## <folium.vector_layers.Circle object at 0x00000000DFDF9A60>
## <folium.vector_layers.Circle object at 0x00000000DFDF9BB0>
## <folium.vector_layers.Circle object at 0x00000000DFDF9D00>
## <folium.vector_layers.Circle object at 0x00000000DFDF9E50>
## <folium.vector_layers.Circle object at 0x00000000DFE07070>
## <folium.vector_layers.Circle object at 0x00000000DFE07130>
## <folium.vector_layers.Circle object at 0x00000000DFE07280>
## <folium.vector_layers.Circle object at 0x00000000DFE073D0>
## <folium.vector_layers.Circle object at 0x00000000DFE07520>
## <folium.vector_layers.Circle object at 0x00000000DFE07670>
## <folium.vector_layers.Circle object at 0x00000000DFE077C0>
## <folium.vector_layers.Circle object at 0x00000000DFE07910>
## <folium.vector_layers.Circle object at 0x00000000DFE07A60>
## <folium.vector_layers.Circle object at 0x00000000DFE07BB0>
## <folium.vector_layers.Circle object at 0x00000000DFE07D00>
## <folium.vector_layers.Circle object at 0x00000000DFE07E50>
## <folium.vector_layers.Circle object at 0x00000000DFE15040>
## <folium.vector_layers.Circle object at 0x00000000DFE15130>
## <folium.vector_layers.Circle object at 0x00000000DFE15280>
## <folium.vector_layers.Circle object at 0x00000000DFE153D0>
## <folium.vector_layers.Circle object at 0x00000000DFE15520>
## <folium.vector_layers.Circle object at 0x00000000DFE15670>
## <folium.vector_layers.Circle object at 0x00000000DFE157C0>
## <folium.vector_layers.Circle object at 0x00000000DFE15910>
## <folium.vector_layers.Circle object at 0x00000000DFE15A60>
## <folium.vector_layers.Circle object at 0x00000000DFE15BB0>
## <folium.vector_layers.Circle object at 0x00000000DFE15D00>
## <folium.vector_layers.Circle object at 0x00000000DFE15E50>
## <folium.vector_layers.Circle object at 0x00000000DFE22040>
## <folium.vector_layers.Circle object at 0x00000000DFE22130>
## <folium.vector_layers.Circle object at 0x00000000DFE22280>
## <folium.vector_layers.Circle object at 0x00000000DFE223D0>
## <folium.vector_layers.Circle object at 0x00000000DFE22520>
## <folium.vector_layers.Circle object at 0x00000000DFE22670>
## <folium.vector_layers.Circle object at 0x00000000DFE227C0>
## <folium.vector_layers.Circle object at 0x00000000DFE22910>
## <folium.vector_layers.Circle object at 0x00000000DFE22A60>
## <folium.vector_layers.Circle object at 0x00000000DFE22BB0>
## <folium.vector_layers.Circle object at 0x00000000DFE22D00>
## <folium.vector_layers.Circle object at 0x00000000DFE22E50>
## <folium.vector_layers.Circle object at 0x00000000DFE30070>
## <folium.vector_layers.Circle object at 0x00000000DFE30130>
## <folium.vector_layers.Circle object at 0x00000000DFE30280>
## <folium.vector_layers.Circle object at 0x00000000DFE303D0>
## <folium.vector_layers.Circle object at 0x00000000DFE30520>
## <folium.vector_layers.Circle object at 0x00000000DFE30670>
## <folium.vector_layers.Circle object at 0x00000000DFE307C0>
## <folium.vector_layers.Circle object at 0x00000000DFE30910>
## <folium.vector_layers.Circle object at 0x00000000DFE30A60>
## <folium.vector_layers.Circle object at 0x00000000DFE30BB0>
## <folium.vector_layers.Circle object at 0x00000000DFE30D00>
## <folium.vector_layers.Circle object at 0x00000000DFE30E50>
## <folium.vector_layers.Circle object at 0x00000000DFE3F040>
## <folium.vector_layers.Circle object at 0x00000000DFE3F130>
## <folium.vector_layers.Circle object at 0x00000000DFE3F280>
## <folium.vector_layers.Circle object at 0x00000000DFE3F3D0>
## <folium.vector_layers.Circle object at 0x00000000DFE3F520>
## <folium.vector_layers.Circle object at 0x00000000DFE3F670>
## <folium.vector_layers.Circle object at 0x00000000DFE3F7C0>
## <folium.vector_layers.Circle object at 0x00000000DFE3F910>
## <folium.vector_layers.Circle object at 0x00000000DFE3FA60>
## <folium.vector_layers.Circle object at 0x00000000DFE3FBB0>
## <folium.vector_layers.Circle object at 0x00000000DFE3FD00>
## <folium.vector_layers.Circle object at 0x00000000DFE3FE50>
## <folium.vector_layers.Circle object at 0x00000000DFE4D040>
## <folium.vector_layers.Circle object at 0x00000000DFE4D130>
## <folium.vector_layers.Circle object at 0x00000000DFE4D280>
## <folium.vector_layers.Circle object at 0x00000000DFE4D3D0>
## <folium.vector_layers.Circle object at 0x00000000DFE4D520>
## <folium.vector_layers.Circle object at 0x00000000DFE4D670>
## <folium.vector_layers.Circle object at 0x00000000DFE4D7C0>
## <folium.vector_layers.Circle object at 0x00000000DFE4D910>
## <folium.vector_layers.Circle object at 0x00000000DFE4DA60>
## <folium.vector_layers.Circle object at 0x00000000DFE4DBB0>
## <folium.vector_layers.Circle object at 0x00000000DFE4DD00>
## <folium.vector_layers.Circle object at 0x00000000DFE4DE50>
## <folium.vector_layers.Circle object at 0x00000000DFE5B040>
## <folium.vector_layers.Circle object at 0x00000000DFE5B130>
## <folium.vector_layers.Circle object at 0x00000000DFE5B280>
## <folium.vector_layers.Circle object at 0x00000000DFE5B3D0>
## <folium.vector_layers.Circle object at 0x00000000DFE5B520>
## <folium.vector_layers.Circle object at 0x00000000DFE5B670>
## <folium.vector_layers.Circle object at 0x00000000DFE5B7C0>
## <folium.vector_layers.Circle object at 0x00000000DFE5B910>
## <folium.vector_layers.Circle object at 0x00000000DFE5BA60>
## <folium.vector_layers.Circle object at 0x00000000DFE5BBB0>
## <folium.vector_layers.Circle object at 0x00000000DFE5BD00>
## <folium.vector_layers.Circle object at 0x00000000DFE5BE50>
## <folium.vector_layers.Circle object at 0x00000000DFE68040>
## <folium.vector_layers.Circle object at 0x00000000DFE68130>
## <folium.vector_layers.Circle object at 0x00000000DFE68280>
## <folium.vector_layers.Circle object at 0x00000000DFE683D0>
## <folium.vector_layers.Circle object at 0x00000000DFE68520>
## <folium.vector_layers.Circle object at 0x00000000DFE68670>
## <folium.vector_layers.Circle object at 0x00000000DFE687C0>
## <folium.vector_layers.Circle object at 0x00000000DFE68910>
## <folium.vector_layers.Circle object at 0x00000000DFE68A60>
## <folium.vector_layers.Circle object at 0x00000000DFE68BB0>
## <folium.vector_layers.Circle object at 0x00000000DFE68D00>
## <folium.vector_layers.Circle object at 0x00000000DFE68E50>
## <folium.vector_layers.Circle object at 0x00000000DFE77040>
## <folium.vector_layers.Circle object at 0x00000000DFE77130>
## <folium.vector_layers.Circle object at 0x00000000DFE77280>
## <folium.vector_layers.Circle object at 0x00000000DFE773D0>
## <folium.vector_layers.Circle object at 0x00000000DFE77520>
## <folium.vector_layers.Circle object at 0x00000000DFE77670>
## <folium.vector_layers.Circle object at 0x00000000DFE777C0>
## <folium.vector_layers.Circle object at 0x00000000DFE77910>
## <folium.vector_layers.Circle object at 0x00000000DFE77A60>
## <folium.vector_layers.Circle object at 0x00000000DFE77BB0>
## <folium.vector_layers.Circle object at 0x00000000DFE77D00>
## <folium.vector_layers.Circle object at 0x00000000DFE77E50>
## <folium.vector_layers.Circle object at 0x00000000DFE84040>
## <folium.vector_layers.Circle object at 0x00000000DFE84130>
## <folium.vector_layers.Circle object at 0x00000000DFE84280>
## <folium.vector_layers.Circle object at 0x00000000DFE843D0>
## <folium.vector_layers.Circle object at 0x00000000DFE84520>
## <folium.vector_layers.Circle object at 0x00000000DFE84670>
## <folium.vector_layers.Circle object at 0x00000000DFE847C0>
## <folium.vector_layers.Circle object at 0x00000000DFE84910>
## <folium.vector_layers.Circle object at 0x00000000DFE84A60>
## <folium.vector_layers.Circle object at 0x00000000DFE84BB0>
## <folium.vector_layers.Circle object at 0x00000000DFE84D00>
## <folium.vector_layers.Circle object at 0x00000000DFE84E50>
## <folium.vector_layers.Circle object at 0x00000000DFE92040>
## <folium.vector_layers.Circle object at 0x00000000DFE92130>
## <folium.vector_layers.Circle object at 0x00000000DFE92280>
## <folium.vector_layers.Circle object at 0x00000000DFE923D0>
## <folium.vector_layers.Circle object at 0x00000000DFE92520>
## <folium.vector_layers.Circle object at 0x00000000DFE92670>
## <folium.vector_layers.Circle object at 0x00000000DFE927C0>
## <folium.vector_layers.Circle object at 0x00000000DFE92910>
## <folium.vector_layers.Circle object at 0x00000000DFE92A60>
## <folium.vector_layers.Circle object at 0x00000000DFE92BB0>
## <folium.vector_layers.Circle object at 0x00000000DFE92D00>
## <folium.vector_layers.Circle object at 0x00000000DFE92E50>
## <folium.vector_layers.Circle object at 0x00000000DFEA0040>
## <folium.vector_layers.Circle object at 0x00000000DFEA0130>
## <folium.vector_layers.Circle object at 0x00000000DFEA0280>
## <folium.vector_layers.Circle object at 0x00000000DFEA03D0>
## <folium.vector_layers.Circle object at 0x00000000DFEA0520>
## <folium.vector_layers.Circle object at 0x00000000DFEA0670>
## <folium.vector_layers.Circle object at 0x00000000DFEA07C0>
## <folium.vector_layers.Circle object at 0x00000000DFEA0910>
## <folium.vector_layers.Circle object at 0x00000000DFEA0A60>
## <folium.vector_layers.Circle object at 0x00000000DFEA0BB0>
## <folium.vector_layers.Circle object at 0x00000000DFEA0D00>
## <folium.vector_layers.Circle object at 0x00000000DFEA0E50>
## <folium.vector_layers.Circle object at 0x00000000DFEAF040>
## <folium.vector_layers.Circle object at 0x00000000DFEAF130>
## <folium.vector_layers.Circle object at 0x00000000DFEAF280>
## <folium.vector_layers.Circle object at 0x00000000DFEAF3D0>
## <folium.vector_layers.Circle object at 0x00000000DFEAF520>
## <folium.vector_layers.Circle object at 0x00000000DFEAF670>
## <folium.vector_layers.Circle object at 0x00000000DFEAF7C0>
## <folium.vector_layers.Circle object at 0x00000000DFEAF910>
## <folium.vector_layers.Circle object at 0x00000000DFEAFA60>
## <folium.vector_layers.Circle object at 0x00000000DFEAFBB0>
## <folium.vector_layers.Circle object at 0x00000000DFEAFD00>
## <folium.vector_layers.Circle object at 0x00000000DFEAFE50>
## <folium.vector_layers.Circle object at 0x00000000DFEBD040>
## <folium.vector_layers.Circle object at 0x00000000DFEBD130>
## <folium.vector_layers.Circle object at 0x00000000DFEBD280>
## <folium.vector_layers.Circle object at 0x00000000DFEBD3D0>
## <folium.vector_layers.Circle object at 0x00000000DFEBD520>
## <folium.vector_layers.Circle object at 0x00000000DFEBD670>
## <folium.vector_layers.Circle object at 0x00000000DFEBD7C0>
## <folium.vector_layers.Circle object at 0x00000000DFEBD910>
## <folium.vector_layers.Circle object at 0x00000000DFEBDA60>
## <folium.vector_layers.Circle object at 0x00000000DFEBDBB0>
## <folium.vector_layers.Circle object at 0x00000000DFEBDD00>
## <folium.vector_layers.Circle object at 0x00000000DFEBDE50>
## <folium.vector_layers.Circle object at 0x00000000DFECA040>
## <folium.vector_layers.Circle object at 0x00000000DFECA130>
## <folium.vector_layers.Circle object at 0x00000000DFECA280>
## <folium.vector_layers.Circle object at 0x00000000DFECA3D0>
## <folium.vector_layers.Circle object at 0x00000000DFECA520>
## <folium.vector_layers.Circle object at 0x00000000DFECA670>
## <folium.vector_layers.Circle object at 0x00000000DFECA7C0>
## <folium.vector_layers.Circle object at 0x00000000DFECA910>
## <folium.vector_layers.Circle object at 0x00000000DFECAA60>
## <folium.vector_layers.Circle object at 0x00000000DFECABB0>
## <folium.vector_layers.Circle object at 0x00000000DFECAD00>
## <folium.vector_layers.Circle object at 0x00000000DFECAE50>
## <folium.vector_layers.Circle object at 0x00000000DFED9070>
## <folium.vector_layers.Circle object at 0x00000000DFED9130>
## <folium.vector_layers.Circle object at 0x00000000DFED9280>
## <folium.vector_layers.Circle object at 0x00000000DFED93D0>
## <folium.vector_layers.Circle object at 0x00000000DFED9520>
## <folium.vector_layers.Circle object at 0x00000000DFED9670>
## <folium.vector_layers.Circle object at 0x00000000DFED97C0>
## <folium.vector_layers.Circle object at 0x00000000DFED9910>
## <folium.vector_layers.Circle object at 0x00000000DFED9A60>
## <folium.vector_layers.Circle object at 0x00000000DFED9BB0>
## <folium.vector_layers.Circle object at 0x00000000DFED9D00>
## <folium.vector_layers.Circle object at 0x00000000DFED9E50>
## <folium.vector_layers.Circle object at 0x00000000DFEE6040>
## <folium.vector_layers.Circle object at 0x00000000DFEE6130>
## <folium.vector_layers.Circle object at 0x00000000DFEE6280>
## <folium.vector_layers.Circle object at 0x00000000DFEE63D0>
## <folium.vector_layers.Circle object at 0x00000000DFEE6520>
## <folium.vector_layers.Circle object at 0x00000000DFEE6670>
## <folium.vector_layers.Circle object at 0x00000000DFEE67C0>
## <folium.vector_layers.Circle object at 0x00000000DFEE6910>
## <folium.vector_layers.Circle object at 0x00000000DFEE6A60>
## <folium.vector_layers.Circle object at 0x00000000DFEE6BB0>
## <folium.vector_layers.Circle object at 0x00000000DFEE6D00>
## <folium.vector_layers.Circle object at 0x00000000DFEE6E50>
## <folium.vector_layers.Circle object at 0x00000000DFEF4040>
## <folium.vector_layers.Circle object at 0x00000000DFEF4130>
## <folium.vector_layers.Circle object at 0x00000000DFEF4280>
## <folium.vector_layers.Circle object at 0x00000000DFEF43D0>
## <folium.vector_layers.Circle object at 0x00000000DFEF4520>
## <folium.vector_layers.Circle object at 0x00000000DFEF4670>
## <folium.vector_layers.Circle object at 0x00000000DFEF47C0>
## <folium.vector_layers.Circle object at 0x00000000DFEF4910>
## <folium.vector_layers.Circle object at 0x00000000DFEF4A60>
## <folium.vector_layers.Circle object at 0x00000000DFEF4BB0>
## <folium.vector_layers.Circle object at 0x00000000DFEF4D00>
## <folium.vector_layers.Circle object at 0x00000000DFEF4E50>
## <folium.vector_layers.Circle object at 0x00000000DFF02040>
## <folium.vector_layers.Circle object at 0x00000000DFF02130>
## <folium.vector_layers.Circle object at 0x00000000DFF02280>
## <folium.vector_layers.Circle object at 0x00000000DFF023D0>
## <folium.vector_layers.Circle object at 0x00000000DFF02520>
## <folium.vector_layers.Circle object at 0x00000000DFF02670>
## <folium.vector_layers.Circle object at 0x00000000DFF027C0>
## <folium.vector_layers.Circle object at 0x00000000DFF02910>
## <folium.vector_layers.Circle object at 0x00000000DFF02A60>
## <folium.vector_layers.Circle object at 0x00000000DFF02BB0>
## <folium.vector_layers.Circle object at 0x00000000DFF02D00>
## <folium.vector_layers.Circle object at 0x00000000DFF02E50>
## <folium.vector_layers.Circle object at 0x00000000DFF11070>
## <folium.vector_layers.Circle object at 0x00000000DFF11130>
## <folium.vector_layers.Circle object at 0x00000000DFF11280>
## <folium.vector_layers.Circle object at 0x00000000DFF113D0>
## <folium.vector_layers.Circle object at 0x00000000DFF11520>
## <folium.vector_layers.Circle object at 0x00000000DFF11670>
## <folium.vector_layers.Circle object at 0x00000000DFF117C0>
## <folium.vector_layers.Circle object at 0x00000000DFF11910>
## <folium.vector_layers.Circle object at 0x00000000DFF11A60>
## <folium.vector_layers.Circle object at 0x00000000DFF11BB0>
## <folium.vector_layers.Circle object at 0x00000000DFF11D00>
## <folium.vector_layers.Circle object at 0x00000000DFF11E50>
## <folium.vector_layers.Circle object at 0x00000000DFF1F070>
## <folium.vector_layers.Circle object at 0x00000000DFF1F130>
## <folium.vector_layers.Circle object at 0x00000000DFF1F280>
## <folium.vector_layers.Circle object at 0x00000000DFF1F3D0>
## <folium.vector_layers.Circle object at 0x00000000DFF1F520>
## <folium.vector_layers.Circle object at 0x00000000DFF1F670>
## <folium.vector_layers.Circle object at 0x00000000DFF1F7C0>
## <folium.vector_layers.Circle object at 0x00000000DFF1F910>
## <folium.vector_layers.Circle object at 0x00000000DFF1FA60>
## <folium.vector_layers.Circle object at 0x00000000DFF1FBB0>
## <folium.vector_layers.Circle object at 0x00000000DFF1FD00>
## <folium.vector_layers.Circle object at 0x00000000DFF1FE50>
## <folium.vector_layers.Circle object at 0x00000000DFF2C040>
## <folium.vector_layers.Circle object at 0x00000000DFF2C130>
## <folium.vector_layers.Circle object at 0x00000000DFF2C280>
## <folium.vector_layers.Circle object at 0x00000000DFF2C3D0>
## <folium.vector_layers.Circle object at 0x00000000DFF2C520>
## <folium.vector_layers.Circle object at 0x00000000DFF2C670>
## <folium.vector_layers.Circle object at 0x00000000DFF2C7C0>
## <folium.vector_layers.Circle object at 0x00000000DFF2C910>
## <folium.vector_layers.Circle object at 0x00000000DFF2CA60>
## <folium.vector_layers.Circle object at 0x00000000DFF2CBB0>
## <folium.vector_layers.Circle object at 0x00000000DFF2CD00>
## <folium.vector_layers.Circle object at 0x00000000DFF2CE50>
## <folium.vector_layers.Circle object at 0x00000000DFF3A040>
## <folium.vector_layers.Circle object at 0x00000000DFF3A130>
## <folium.vector_layers.Circle object at 0x00000000DFF3A280>
## <folium.vector_layers.Circle object at 0x00000000DFF3A3D0>
## <folium.vector_layers.Circle object at 0x00000000DFF3A520>
## <folium.vector_layers.Circle object at 0x00000000DFF3A670>
## <folium.vector_layers.Circle object at 0x00000000DFF3A7C0>
## <folium.vector_layers.Circle object at 0x00000000DFF3A910>
## <folium.vector_layers.Circle object at 0x00000000DFF3AA60>
## <folium.vector_layers.Circle object at 0x00000000DFF3ABB0>
## <folium.vector_layers.Circle object at 0x00000000DFF3AD00>
## <folium.vector_layers.Circle object at 0x00000000DFF3AE50>
## <folium.vector_layers.Circle object at 0x00000000DFF49070>
## <folium.vector_layers.Circle object at 0x00000000DFF49130>
## <folium.vector_layers.Circle object at 0x00000000DFF49280>
## <folium.vector_layers.Circle object at 0x00000000DFF493D0>
## <folium.vector_layers.Circle object at 0x00000000DFF49520>
## <folium.vector_layers.Circle object at 0x00000000DFF49670>
## <folium.vector_layers.Circle object at 0x00000000DFF497C0>
## <folium.vector_layers.Circle object at 0x00000000DFF49910>
## <folium.vector_layers.Circle object at 0x00000000DFF49A60>
## <folium.vector_layers.Circle object at 0x00000000DFF49BB0>
## <folium.vector_layers.Circle object at 0x00000000DFF49D00>
## <folium.vector_layers.Circle object at 0x00000000DFF49E50>
## <folium.vector_layers.Circle object at 0x00000000DFF56040>
## <folium.vector_layers.Circle object at 0x00000000DFF56130>
## <folium.vector_layers.Circle object at 0x00000000DFF56280>
## <folium.vector_layers.Circle object at 0x00000000DFF563D0>
## <folium.vector_layers.Circle object at 0x00000000DFF56520>
## <folium.vector_layers.Circle object at 0x00000000DFF56670>
## <folium.vector_layers.Circle object at 0x00000000DFF567C0>
## <folium.vector_layers.Circle object at 0x00000000DFF56910>
## <folium.vector_layers.Circle object at 0x00000000DFF56A60>
## <folium.vector_layers.Circle object at 0x00000000DFF56BB0>
## <folium.vector_layers.Circle object at 0x00000000DFF56D00>
## <folium.vector_layers.Circle object at 0x00000000DFF56E50>
## <folium.vector_layers.Circle object at 0x00000000DFF64040>
## <folium.vector_layers.Circle object at 0x00000000DFF64130>
## <folium.vector_layers.Circle object at 0x00000000DFF64280>
## <folium.vector_layers.Circle object at 0x00000000DFF643D0>
## <folium.vector_layers.Circle object at 0x00000000DFF64520>
## <folium.vector_layers.Circle object at 0x00000000DFF64670>
## <folium.vector_layers.Circle object at 0x00000000DFF647C0>
## <folium.vector_layers.Circle object at 0x00000000DFF64910>
## <folium.vector_layers.Circle object at 0x00000000DFF64A60>
## <folium.vector_layers.Circle object at 0x00000000DFF64BB0>
## <folium.vector_layers.Circle object at 0x00000000DFF64D00>
## <folium.vector_layers.Circle object at 0x00000000DFF64E50>
## <folium.vector_layers.Circle object at 0x00000000DFF72040>
## <folium.vector_layers.Circle object at 0x00000000DFF72130>
## <folium.vector_layers.Circle object at 0x00000000DFF72280>
## <folium.vector_layers.Circle object at 0x00000000DFF723D0>
## <folium.vector_layers.Circle object at 0x00000000DFF72520>
## <folium.vector_layers.Circle object at 0x00000000DFF72670>
## <folium.vector_layers.Circle object at 0x00000000DFF727C0>
## <folium.vector_layers.Circle object at 0x00000000DFF72910>
## <folium.vector_layers.Circle object at 0x00000000DFF72A60>
## <folium.vector_layers.Circle object at 0x00000000DFF72BB0>
## <folium.vector_layers.Circle object at 0x00000000DFF72D00>
## <folium.vector_layers.Circle object at 0x00000000DFF72E50>
## <folium.vector_layers.Circle object at 0x00000000DFF81070>
## <folium.vector_layers.Circle object at 0x00000000DFF81130>
## <folium.vector_layers.Circle object at 0x00000000DFF81280>
## <folium.vector_layers.Circle object at 0x00000000DFF813D0>
## <folium.vector_layers.Circle object at 0x00000000DFF81520>
## <folium.vector_layers.Circle object at 0x00000000DFF81670>
## <folium.vector_layers.Circle object at 0x00000000DFF817C0>
## <folium.vector_layers.Circle object at 0x00000000DFF81910>
## <folium.vector_layers.Circle object at 0x00000000DFF81A60>
## <folium.vector_layers.Circle object at 0x00000000DFF81BB0>
## <folium.vector_layers.Circle object at 0x00000000DFF81D00>
## <folium.vector_layers.Circle object at 0x00000000DFF81E50>
## <folium.vector_layers.Circle object at 0x00000000DFF8E040>
## <folium.vector_layers.Circle object at 0x00000000DFF8E130>
## <folium.vector_layers.Circle object at 0x00000000DFF8E280>
## <folium.vector_layers.Circle object at 0x00000000DFF8E3D0>
## <folium.vector_layers.Circle object at 0x00000000DFF8E520>
## <folium.vector_layers.Circle object at 0x00000000DFF8E670>
## <folium.vector_layers.Circle object at 0x00000000DFF8E7C0>
## <folium.vector_layers.Circle object at 0x00000000DFF8E910>
## <folium.vector_layers.Circle object at 0x00000000DFF8EA60>
## <folium.vector_layers.Circle object at 0x00000000DFF8EBB0>
## <folium.vector_layers.Circle object at 0x00000000DFF8ED00>
## <folium.vector_layers.Circle object at 0x00000000DFF8EE50>
## <folium.vector_layers.Circle object at 0x00000000DFF9C040>
## <folium.vector_layers.Circle object at 0x00000000DFF9C130>
## <folium.vector_layers.Circle object at 0x00000000DFF9C280>
## <folium.vector_layers.Circle object at 0x00000000DFF9C3D0>
## <folium.vector_layers.Circle object at 0x00000000DFF9C520>
## <folium.vector_layers.Circle object at 0x00000000DFF9C670>
## <folium.vector_layers.Circle object at 0x00000000DFF9C7C0>
## <folium.vector_layers.Circle object at 0x00000000DFF9C910>
## <folium.vector_layers.Circle object at 0x00000000DFF9CA60>
## <folium.vector_layers.Circle object at 0x00000000DFF9CBB0>
## <folium.vector_layers.Circle object at 0x00000000DFF9CD00>
## <folium.vector_layers.Circle object at 0x00000000DFF9CE50>
## <folium.vector_layers.Circle object at 0x00000000DFFA9040>
## <folium.vector_layers.Circle object at 0x00000000DFFA9130>
## <folium.vector_layers.Circle object at 0x00000000DFFA9280>
## <folium.vector_layers.Circle object at 0x00000000DFFA93D0>
## <folium.vector_layers.Circle object at 0x00000000DFFA9520>
## <folium.vector_layers.Circle object at 0x00000000DFFA9670>
## <folium.vector_layers.Circle object at 0x00000000DFFA97C0>
## <folium.vector_layers.Circle object at 0x00000000DFFA9910>
## <folium.vector_layers.Circle object at 0x00000000DFFA9A60>
## <folium.vector_layers.Circle object at 0x00000000DFFA9BB0>
## <folium.vector_layers.Circle object at 0x00000000DFFA9D00>
## <folium.vector_layers.Circle object at 0x00000000DFFA9E50>
## <folium.vector_layers.Circle object at 0x00000000DFFB8040>
## <folium.vector_layers.Circle object at 0x00000000DFFB8130>
## <folium.vector_layers.Circle object at 0x00000000DFFB8280>
## <folium.vector_layers.Circle object at 0x00000000DFFB83D0>
## <folium.vector_layers.Circle object at 0x00000000DFFB8520>
## <folium.vector_layers.Circle object at 0x00000000DFFB8670>
## <folium.vector_layers.Circle object at 0x00000000DFFB87C0>
## <folium.vector_layers.Circle object at 0x00000000DFFB8910>
## <folium.vector_layers.Circle object at 0x00000000DFFB8A60>
## <folium.vector_layers.Circle object at 0x00000000DFFB8BB0>
## <folium.vector_layers.Circle object at 0x00000000DFFB8D00>
## <folium.vector_layers.Circle object at 0x00000000DFFB8E50>
## <folium.vector_layers.Circle object at 0x00000000DFFC6040>
## <folium.vector_layers.Circle object at 0x00000000DFFC6130>
## <folium.vector_layers.Circle object at 0x00000000DFFC6280>
## <folium.vector_layers.Circle object at 0x00000000DFFC63D0>
## <folium.vector_layers.Circle object at 0x00000000DFFC6520>
## <folium.vector_layers.Circle object at 0x00000000DFFC6670>
## <folium.vector_layers.Circle object at 0x00000000DFFC67C0>
## <folium.vector_layers.Circle object at 0x00000000DFFC6910>
## <folium.vector_layers.Circle object at 0x00000000DFFC6A60>
## <folium.vector_layers.Circle object at 0x00000000DFFC6BB0>
## <folium.vector_layers.Circle object at 0x00000000DFFC6D00>
## <folium.vector_layers.Circle object at 0x00000000DFFC6E50>
## <folium.vector_layers.Circle object at 0x00000000DFFD4040>
## <folium.vector_layers.Circle object at 0x00000000DFFD4130>
## <folium.vector_layers.Circle object at 0x00000000DFFD4280>
## <folium.vector_layers.Circle object at 0x00000000DFFD43D0>
## <folium.vector_layers.Circle object at 0x00000000DFFD4520>
## <folium.vector_layers.Circle object at 0x00000000DFFD4670>
## <folium.vector_layers.Circle object at 0x00000000DFFD47C0>
## <folium.vector_layers.Circle object at 0x00000000DFFD4910>
## <folium.vector_layers.Circle object at 0x00000000DFFD4A60>
## <folium.vector_layers.Circle object at 0x00000000DFFD4BB0>
## <folium.vector_layers.Circle object at 0x00000000DFFD4D00>
## <folium.vector_layers.Circle object at 0x00000000DFFD4E50>
## <folium.vector_layers.Circle object at 0x00000000DFFE1040>
## <folium.vector_layers.Circle object at 0x00000000DFFE1130>
## <folium.vector_layers.Circle object at 0x00000000DFFE1280>
## <folium.vector_layers.Circle object at 0x00000000DFFE13D0>
## <folium.vector_layers.Circle object at 0x00000000DFFE1520>
## <folium.vector_layers.Circle object at 0x00000000DFFE1670>
## <folium.vector_layers.Circle object at 0x00000000DFFE17C0>
## <folium.vector_layers.Circle object at 0x00000000DFFE1910>
## <folium.vector_layers.Circle object at 0x00000000DFFE1A60>
## <folium.vector_layers.Circle object at 0x00000000DFFE1BB0>
## <folium.vector_layers.Circle object at 0x00000000DFFE1D00>
## <folium.vector_layers.Circle object at 0x00000000DFFE1E50>
## <folium.vector_layers.Circle object at 0x00000000DFFF0070>
## <folium.vector_layers.Circle object at 0x00000000DFFF0130>
## <folium.vector_layers.Circle object at 0x00000000DFFF0280>
## <folium.vector_layers.Circle object at 0x00000000DFFF03D0>
## <folium.vector_layers.Circle object at 0x00000000DFFF0520>
## <folium.vector_layers.Circle object at 0x00000000DFFF0670>
## <folium.vector_layers.Circle object at 0x00000000DFFF07C0>
## <folium.vector_layers.Circle object at 0x00000000DFFF0910>
## <folium.vector_layers.Circle object at 0x00000000DFFF0A60>
## <folium.vector_layers.Circle object at 0x00000000DFFF0BB0>
## <folium.vector_layers.Circle object at 0x00000000DFFF0D00>
## <folium.vector_layers.Circle object at 0x00000000DFFF0E50>
## <folium.vector_layers.Circle object at 0x00000000DFFFE040>
## <folium.vector_layers.Circle object at 0x00000000DFFFE130>
## <folium.vector_layers.Circle object at 0x00000000DFFFE280>
## <folium.vector_layers.Circle object at 0x00000000DFFFE3D0>
## <folium.vector_layers.Circle object at 0x00000000DFFFE520>
## <folium.vector_layers.Circle object at 0x00000000DFFFE670>
## <folium.vector_layers.Circle object at 0x00000000DFFFE7C0>
## <folium.vector_layers.Circle object at 0x00000000DFFFE910>
## <folium.vector_layers.Circle object at 0x00000000DFFFEA60>
## <folium.vector_layers.Circle object at 0x00000000DFFFEBB0>
## <folium.vector_layers.Circle object at 0x00000000DFFFED00>
## <folium.vector_layers.Circle object at 0x00000000DFFFEE50>
## <folium.vector_layers.Circle object at 0x00000000E000B040>
## <folium.vector_layers.Circle object at 0x00000000E000B130>
## <folium.vector_layers.Circle object at 0x00000000E000B280>
## <folium.vector_layers.Circle object at 0x00000000E000B3D0>
## <folium.vector_layers.Circle object at 0x00000000E000B520>
## <folium.vector_layers.Circle object at 0x00000000E000B670>
## <folium.vector_layers.Circle object at 0x00000000E000B7C0>
## <folium.vector_layers.Circle object at 0x00000000E000B910>
## <folium.vector_layers.Circle object at 0x00000000E000BA60>
## <folium.vector_layers.Circle object at 0x00000000E000BBB0>
## <folium.vector_layers.Circle object at 0x00000000E000BD00>
## <folium.vector_layers.Circle object at 0x00000000E000BE50>
## <folium.vector_layers.Circle object at 0x00000000E001A070>
## <folium.vector_layers.Circle object at 0x00000000E001A130>
## <folium.vector_layers.Circle object at 0x00000000E001A280>
## <folium.vector_layers.Circle object at 0x00000000E001A3D0>
## <folium.vector_layers.Circle object at 0x00000000E001A520>
## <folium.vector_layers.Circle object at 0x00000000E001A670>
## <folium.vector_layers.Circle object at 0x00000000E001A7C0>
## <folium.vector_layers.Circle object at 0x00000000E001A910>
## <folium.vector_layers.Circle object at 0x00000000E001AA60>
## <folium.vector_layers.Circle object at 0x00000000E001ABB0>
## <folium.vector_layers.Circle object at 0x00000000E001AD00>
## <folium.vector_layers.Circle object at 0x00000000E001AE50>
## <folium.vector_layers.Circle object at 0x00000000E0028040>
## <folium.vector_layers.Circle object at 0x00000000E0028130>
## <folium.vector_layers.Circle object at 0x00000000E0028280>
## <folium.vector_layers.Circle object at 0x00000000E00283D0>
## <folium.vector_layers.Circle object at 0x00000000E0028520>
## <folium.vector_layers.Circle object at 0x00000000E0028670>
## <folium.vector_layers.Circle object at 0x00000000E00287C0>
## <folium.vector_layers.Circle object at 0x00000000E0028910>
## <folium.vector_layers.Circle object at 0x00000000E0028A60>
## <folium.vector_layers.Circle object at 0x00000000E0028BB0>
## <folium.vector_layers.Circle object at 0x00000000E0028D00>
## <folium.vector_layers.Circle object at 0x00000000E0028E50>
## <folium.vector_layers.Circle object at 0x00000000E0036040>
## <folium.vector_layers.Circle object at 0x00000000E0036130>
## <folium.vector_layers.Circle object at 0x00000000E0036280>
## <folium.vector_layers.Circle object at 0x00000000E00363D0>
## <folium.vector_layers.Circle object at 0x00000000E0036520>
## <folium.vector_layers.Circle object at 0x00000000E0036670>
## <folium.vector_layers.Circle object at 0x00000000E00367C0>
## <folium.vector_layers.Circle object at 0x00000000E0036910>
## <folium.vector_layers.Circle object at 0x00000000E0036A60>
## <folium.vector_layers.Circle object at 0x00000000E0036BB0>
## <folium.vector_layers.Circle object at 0x00000000E0036D00>
## <folium.vector_layers.Circle object at 0x00000000E0036E50>
## <folium.vector_layers.Circle object at 0x00000000E0043040>
## <folium.vector_layers.Circle object at 0x00000000E0043130>
## <folium.vector_layers.Circle object at 0x00000000E0043280>
## <folium.vector_layers.Circle object at 0x00000000E00433D0>
## <folium.vector_layers.Circle object at 0x00000000E0043520>
## <folium.vector_layers.Circle object at 0x00000000E0043670>
## <folium.vector_layers.Circle object at 0x00000000E00437C0>
## <folium.vector_layers.Circle object at 0x00000000E0043910>
## <folium.vector_layers.Circle object at 0x00000000E0043A60>
## <folium.vector_layers.Circle object at 0x00000000E0043BB0>
## <folium.vector_layers.Circle object at 0x00000000E0043D00>
## <folium.vector_layers.Circle object at 0x00000000E0043E50>
## <folium.vector_layers.Circle object at 0x00000000E0052070>
## <folium.vector_layers.Circle object at 0x00000000E0052130>
## <folium.vector_layers.Circle object at 0x00000000E0052280>
## <folium.vector_layers.Circle object at 0x00000000E00523D0>
## <folium.vector_layers.Circle object at 0x00000000E0052520>
## <folium.vector_layers.Circle object at 0x00000000E0052670>
## <folium.vector_layers.Circle object at 0x00000000E00527C0>
## <folium.vector_layers.Circle object at 0x00000000E0052910>
## <folium.vector_layers.Circle object at 0x00000000E0052A60>
## <folium.vector_layers.Circle object at 0x00000000E0052BB0>
## <folium.vector_layers.Circle object at 0x00000000E0052D00>
## <folium.vector_layers.Circle object at 0x00000000E0052E50>
## <folium.vector_layers.Circle object at 0x00000000E0060040>
## <folium.vector_layers.Circle object at 0x00000000E0060130>
## <folium.vector_layers.Circle object at 0x00000000E0060280>
## <folium.vector_layers.Circle object at 0x00000000E00603D0>
## <folium.vector_layers.Circle object at 0x00000000E0060520>
## <folium.vector_layers.Circle object at 0x00000000E0060670>
## <folium.vector_layers.Circle object at 0x00000000E00607C0>
## <folium.vector_layers.Circle object at 0x00000000E0060910>
## <folium.vector_layers.Circle object at 0x00000000E0060A60>
## <folium.vector_layers.Circle object at 0x00000000E0060BB0>
## <folium.vector_layers.Circle object at 0x00000000E0060D00>
## <folium.vector_layers.Circle object at 0x00000000E0060E50>
## <folium.vector_layers.Circle object at 0x00000000E006D040>
## <folium.vector_layers.Circle object at 0x00000000E006D130>
## <folium.vector_layers.Circle object at 0x00000000E006D280>
## <folium.vector_layers.Circle object at 0x00000000E006D3D0>
## <folium.vector_layers.Circle object at 0x00000000E006D520>
## <folium.vector_layers.Circle object at 0x00000000E006D670>
## <folium.vector_layers.Circle object at 0x00000000E006D7C0>
## <folium.vector_layers.Circle object at 0x00000000E006D910>
## <folium.vector_layers.Circle object at 0x00000000E006DA60>
## <folium.vector_layers.Circle object at 0x00000000E006DBB0>
## <folium.vector_layers.Circle object at 0x00000000E006DD00>
## <folium.vector_layers.Circle object at 0x00000000E006DE50>
## <folium.vector_layers.Circle object at 0x00000000E007B040>
## <folium.vector_layers.Circle object at 0x00000000BE4BA280>
## <folium.vector_layers.Circle object at 0x00000000BE4C4C40>
## <folium.vector_layers.Circle object at 0x00000000BE4C4550>
## <folium.vector_layers.Circle object at 0x00000001163F8880>
## <folium.vector_layers.Circle object at 0x00000000D0192130>
## <folium.vector_layers.Circle object at 0x00000000D0192220>
## <folium.vector_layers.Circle object at 0x00000000BE084F10>
## <folium.vector_layers.Circle object at 0x00000000BE0940A0>
## <folium.vector_layers.Circle object at 0x00000000BE094160>
## <folium.vector_layers.Circle object at 0x00000000BE094520>
## <folium.vector_layers.Circle object at 0x00000000BE094700>
## <folium.vector_layers.Circle object at 0x00000000BE094430>
## <folium.vector_layers.Circle object at 0x00000000BE0943D0>
## <folium.vector_layers.Circle object at 0x00000000BE094AF0>
## <folium.vector_layers.Circle object at 0x00000000BE0948E0>
## <folium.vector_layers.Circle object at 0x00000000BE094790>
## <folium.vector_layers.Circle object at 0x00000000BE094E80>
## <folium.vector_layers.Circle object at 0x00000000BE094E50>
## <folium.vector_layers.Circle object at 0x00000000BE094C40>
## <folium.vector_layers.Circle object at 0x00000000D01B31F0>
## <folium.vector_layers.Circle object at 0x00000000BE09C8B0>
## <folium.vector_layers.Circle object at 0x00000000BE09C9D0>
## <folium.vector_layers.Circle object at 0x00000000BE09CB20>
## <folium.vector_layers.Circle object at 0x00000000BE09C3A0>
## <folium.vector_layers.Circle object at 0x00000000BE09C2B0>
## <folium.vector_layers.Circle object at 0x00000000BE09C0D0>
## <folium.vector_layers.Circle object at 0x00000000BE09CC40>
## <folium.vector_layers.Circle object at 0x00000000BE09C820>
## <folium.vector_layers.Circle object at 0x00000000BE09C610>
## <folium.vector_layers.Circle object at 0x00000000BE09C4C0>
## <folium.vector_layers.Circle object at 0x00000000BE09CD30>
## <folium.vector_layers.Circle object at 0x00000000BE09CF40>
## <folium.vector_layers.Circle object at 0x00000000D01BDF10>
## <folium.vector_layers.Circle object at 0x00000000CF72ECA0>
## <folium.vector_layers.Circle object at 0x00000000CF72EEE0>
## <folium.vector_layers.Circle object at 0x00000000D01949D0>
## <folium.vector_layers.Circle object at 0x00000000CF7344F0>
## <folium.vector_layers.Circle object at 0x00000000CF718070>
## <folium.vector_layers.Circle object at 0x00000000CF718DF0>
## <folium.vector_layers.Circle object at 0x00000000CF73D0D0>
## <folium.vector_layers.Circle object at 0x00000000CF73D640>
## <folium.vector_layers.Circle object at 0x00000000CF73DD90>
## <folium.vector_layers.Circle object at 0x00000000CF7001C0>
## <folium.vector_layers.Circle object at 0x00000000CF6BF310>
## <folium.vector_layers.Circle object at 0x00000000CF6BF340>
## <folium.vector_layers.Circle object at 0x00000000CF6B8F40>
## <folium.vector_layers.Circle object at 0x00000000CF6B09A0>
## <folium.vector_layers.Circle object at 0x00000000CF6B0670>
## <folium.vector_layers.Circle object at 0x00000000CF6B0250>
## <folium.vector_layers.Circle object at 0x00000000CF6B0310>
## <folium.vector_layers.Circle object at 0x00000000CF6886D0>
## <folium.vector_layers.Circle object at 0x00000000CF67C1C0>
## <folium.vector_layers.Circle object at 0x00000000CF675130>
## <folium.vector_layers.Circle object at 0x00000000CF675160>
## <folium.vector_layers.Circle object at 0x00000000CF6759A0>
## <folium.vector_layers.Circle object at 0x00000000CF66EE50>
## <folium.vector_layers.Circle object at 0x00000000CF66E190>
## <folium.vector_layers.Circle object at 0x00000000CF66E9A0>
## <folium.vector_layers.Circle object at 0x00000000BC570D00>
## <folium.vector_layers.Circle object at 0x00000000E007B130>
## <folium.vector_layers.Circle object at 0x00000000E007B310>
## <folium.vector_layers.Circle object at 0x00000000E007B460>
## <folium.vector_layers.Circle object at 0x00000000E007B5B0>
## <folium.vector_layers.Circle object at 0x00000000E007B700>
## <folium.vector_layers.Circle object at 0x00000000E007B850>
## <folium.vector_layers.Circle object at 0x00000000E007B9A0>
## <folium.vector_layers.Circle object at 0x00000000E007BAF0>
## <folium.vector_layers.Circle object at 0x00000000E007BC40>
## <folium.vector_layers.Circle object at 0x00000000E007BD90>
## <folium.vector_layers.Circle object at 0x00000000E007BEE0>
## <folium.vector_layers.Circle object at 0x00000000E00BD070>
## <folium.vector_layers.Circle object at 0x00000000E00BD1C0>
## <folium.vector_layers.Circle object at 0x00000000E00BD310>
## <folium.vector_layers.Circle object at 0x00000000E00BD460>
## <folium.vector_layers.Circle object at 0x00000000E00BD5B0>
## <folium.vector_layers.Circle object at 0x00000000E00BD700>
## <folium.vector_layers.Circle object at 0x00000000E00BD850>
## <folium.vector_layers.Circle object at 0x00000000E00BD9A0>
## <folium.vector_layers.Circle object at 0x00000000E00BDAF0>
## <folium.vector_layers.Circle object at 0x00000000E00BDC40>
## <folium.vector_layers.Circle object at 0x00000000E00BDD90>
## <folium.vector_layers.Circle object at 0x00000000E00BDEE0>
## <folium.vector_layers.Circle object at 0x00000000E00CB040>
## <folium.vector_layers.Circle object at 0x00000000E00CB1C0>
## <folium.vector_layers.Circle object at 0x00000000E00CB310>
## <folium.vector_layers.Circle object at 0x00000000E00CB460>
## <folium.vector_layers.Circle object at 0x00000000E00CB5B0>
## <folium.vector_layers.Circle object at 0x00000000E00CB700>
## <folium.vector_layers.Circle object at 0x00000000E00CB850>
## <folium.vector_layers.Circle object at 0x00000000E00CB9A0>
## <folium.vector_layers.Circle object at 0x00000000E00CBAF0>
## <folium.vector_layers.Circle object at 0x00000000E00CBC40>
## <folium.vector_layers.Circle object at 0x00000000E00CBD90>
## <folium.vector_layers.Circle object at 0x00000000E00CBEE0>
## <folium.vector_layers.Circle object at 0x00000000E00DA040>
## <folium.vector_layers.Circle object at 0x00000000E00DA1C0>
## <folium.vector_layers.Circle object at 0x00000000E00DA310>
## <folium.vector_layers.Circle object at 0x00000000E00DA460>
## <folium.vector_layers.Circle object at 0x00000000E00DA5B0>
## <folium.vector_layers.Circle object at 0x00000000E00DA700>
## <folium.vector_layers.Circle object at 0x00000000E00DA850>
## <folium.vector_layers.Circle object at 0x00000000E00DA9A0>
## <folium.vector_layers.Circle object at 0x00000000E00DAAF0>
## <folium.vector_layers.Circle object at 0x00000000E00DAC40>
## <folium.vector_layers.Circle object at 0x00000000E00DAD90>
## <folium.vector_layers.Circle object at 0x00000000E00DAEE0>
## <folium.vector_layers.Circle object at 0x00000000E00E7040>
## <folium.vector_layers.Circle object at 0x00000000E00E71C0>
## <folium.vector_layers.Circle object at 0x00000000E00E7310>
## <folium.vector_layers.Circle object at 0x00000000E00E7460>
## <folium.vector_layers.Circle object at 0x00000000E00E75B0>
## <folium.vector_layers.Circle object at 0x00000000E00E7700>
## <folium.vector_layers.Circle object at 0x00000000E00E7850>
## <folium.vector_layers.Circle object at 0x00000000E00E79A0>
## <folium.vector_layers.Circle object at 0x00000000E00E7AF0>
## <folium.vector_layers.Circle object at 0x00000000E00E7C40>
## <folium.vector_layers.Circle object at 0x00000000E00E7D90>
## <folium.vector_layers.Circle object at 0x00000000E00E7EE0>
## <folium.vector_layers.Circle object at 0x00000000E00F5040>
## <folium.vector_layers.Circle object at 0x00000000E00F51C0>
## <folium.vector_layers.Circle object at 0x00000000E00F5310>
## <folium.vector_layers.Circle object at 0x00000000E00F5460>
## <folium.vector_layers.Circle object at 0x00000000E00F55B0>
## <folium.vector_layers.Circle object at 0x00000000E00F5700>
## <folium.vector_layers.Circle object at 0x00000000E00F5850>
## <folium.vector_layers.Circle object at 0x00000000E00F59A0>
## <folium.vector_layers.Circle object at 0x00000000E00F5AF0>
## <folium.vector_layers.Circle object at 0x00000000E00F5C40>
## <folium.vector_layers.Circle object at 0x00000000E00F5D90>
## <folium.vector_layers.Circle object at 0x00000000E00F5EE0>
## <folium.vector_layers.Circle object at 0x00000000E0102040>
## <folium.vector_layers.Circle object at 0x00000000E01021C0>
## <folium.vector_layers.Circle object at 0x00000000E0102310>
## <folium.vector_layers.Circle object at 0x00000000E0102460>
## <folium.vector_layers.Circle object at 0x00000000E01025B0>
## <folium.vector_layers.Circle object at 0x00000000E0102700>
## <folium.vector_layers.Circle object at 0x00000000E0102850>
## <folium.vector_layers.Circle object at 0x00000000E01029A0>
## <folium.vector_layers.Circle object at 0x00000000E0102AF0>
## <folium.vector_layers.Circle object at 0x00000000E0102C40>
## <folium.vector_layers.Circle object at 0x00000000E0102D90>
## <folium.vector_layers.Circle object at 0x00000000E0102EE0>
## <folium.vector_layers.Circle object at 0x00000000E0110040>
## <folium.vector_layers.Circle object at 0x00000000E01101C0>
## <folium.vector_layers.Circle object at 0x00000000E0110310>
## <folium.vector_layers.Circle object at 0x00000000E0110460>
## <folium.vector_layers.Circle object at 0x00000000E01105B0>
## <folium.vector_layers.Circle object at 0x00000000E0110700>
## <folium.vector_layers.Circle object at 0x00000000E0110850>
## <folium.vector_layers.Circle object at 0x00000000E01109A0>
## <folium.vector_layers.Circle object at 0x00000000E0110AF0>
## <folium.vector_layers.Circle object at 0x00000000E0110C40>
## <folium.vector_layers.Circle object at 0x00000000E0110D90>
## <folium.vector_layers.Circle object at 0x00000000E0110EE0>
## <folium.vector_layers.Circle object at 0x00000000E011F070>
## <folium.vector_layers.Circle object at 0x00000000E011F1C0>
## <folium.vector_layers.Circle object at 0x00000000E011F310>
## <folium.vector_layers.Circle object at 0x00000000E011F460>
## <folium.vector_layers.Circle object at 0x00000000E011F5B0>
## <folium.vector_layers.Circle object at 0x00000000E011F700>
## <folium.vector_layers.Circle object at 0x00000000E011F850>
## <folium.vector_layers.Circle object at 0x00000000E011F9A0>
## <folium.vector_layers.Circle object at 0x00000000E011FAF0>
## <folium.vector_layers.Circle object at 0x00000000E011FC40>
## <folium.vector_layers.Circle object at 0x00000000E011FD90>
## <folium.vector_layers.Circle object at 0x00000000E011FEE0>
## <folium.vector_layers.Circle object at 0x00000000E012D040>
## <folium.vector_layers.Circle object at 0x00000000E012D1C0>
## <folium.vector_layers.Circle object at 0x00000000E012D310>
## <folium.vector_layers.Circle object at 0x00000000E012D460>
## <folium.vector_layers.Circle object at 0x00000000E012D5B0>
## <folium.vector_layers.Circle object at 0x00000000E012D700>
## <folium.vector_layers.Circle object at 0x00000000E012D850>
## <folium.vector_layers.Circle object at 0x00000000E012D9A0>
## <folium.vector_layers.Circle object at 0x00000000E012DAF0>
## <folium.vector_layers.Circle object at 0x00000000E012DC40>
## <folium.vector_layers.Circle object at 0x00000000E012DD90>
## <folium.vector_layers.Circle object at 0x00000000E012DEE0>
## <folium.vector_layers.Circle object at 0x00000000E013B0A0>
## <folium.vector_layers.Circle object at 0x00000000E013B1C0>
## <folium.vector_layers.Circle object at 0x00000000E013B310>
## <folium.vector_layers.Circle object at 0x00000000E013B460>
## <folium.vector_layers.Circle object at 0x00000000E013B5B0>
## <folium.vector_layers.Circle object at 0x00000000E013B700>
## <folium.vector_layers.Circle object at 0x00000000E013B850>
## <folium.vector_layers.Circle object at 0x00000000E013B9A0>
## <folium.vector_layers.Circle object at 0x00000000E013BAF0>
## <folium.vector_layers.Circle object at 0x00000000E013BC40>
## <folium.vector_layers.Circle object at 0x00000000E013BD90>
## <folium.vector_layers.Circle object at 0x00000000E013BEE0>
## <folium.vector_layers.Circle object at 0x00000000E0149040>
## <folium.vector_layers.Circle object at 0x00000000E01491C0>
## <folium.vector_layers.Circle object at 0x00000000E0149310>
## <folium.vector_layers.Circle object at 0x00000000E0149460>
## <folium.vector_layers.Circle object at 0x00000000E01495B0>
## <folium.vector_layers.Circle object at 0x00000000E0149700>
## <folium.vector_layers.Circle object at 0x00000000E0149850>
## <folium.vector_layers.Circle object at 0x00000000E01499A0>
## <folium.vector_layers.Circle object at 0x00000000E0149AF0>
## <folium.vector_layers.Circle object at 0x00000000E0149C40>
## <folium.vector_layers.Circle object at 0x00000000E0149D90>
## <folium.vector_layers.Circle object at 0x00000000E0149EE0>
## <folium.vector_layers.Circle object at 0x00000000E0157040>
## <folium.vector_layers.Circle object at 0x00000000E01571C0>
## <folium.vector_layers.Circle object at 0x00000000E0157310>
## <folium.vector_layers.Circle object at 0x00000000E0157460>
## <folium.vector_layers.Circle object at 0x00000000E01575B0>
## <folium.vector_layers.Circle object at 0x00000000E0157700>
## <folium.vector_layers.Circle object at 0x00000000E0157850>
## <folium.vector_layers.Circle object at 0x00000000E01579A0>
## <folium.vector_layers.Circle object at 0x00000000E0157AF0>
## <folium.vector_layers.Circle object at 0x00000000E0157C40>
## <folium.vector_layers.Circle object at 0x00000000E0157D90>
## <folium.vector_layers.Circle object at 0x00000000E0157EE0>
## <folium.vector_layers.Circle object at 0x00000000E0164040>
## <folium.vector_layers.Circle object at 0x00000000E01641C0>
## <folium.vector_layers.Circle object at 0x00000000E0164310>
## <folium.vector_layers.Circle object at 0x00000000E0164460>
## <folium.vector_layers.Circle object at 0x00000000E01645B0>
## <folium.vector_layers.Circle object at 0x00000000E0164700>
## <folium.vector_layers.Circle object at 0x00000000E0164850>
## <folium.vector_layers.Circle object at 0x00000000E01649A0>
## <folium.vector_layers.Circle object at 0x00000000E0164AF0>
## <folium.vector_layers.Circle object at 0x00000000E0164C40>
## <folium.vector_layers.Circle object at 0x00000000E0164D90>
## <folium.vector_layers.Circle object at 0x00000000E0164EE0>
## <folium.vector_layers.Circle object at 0x00000000E0171070>
## <folium.vector_layers.Circle object at 0x00000000E01711C0>
## <folium.vector_layers.Circle object at 0x00000000E0171310>
## <folium.vector_layers.Circle object at 0x00000000E0171460>
## <folium.vector_layers.Circle object at 0x00000000E01715B0>
## <folium.vector_layers.Circle object at 0x00000000E0171700>
## <folium.vector_layers.Circle object at 0x00000000E0171850>
## <folium.vector_layers.Circle object at 0x00000000E01719A0>
## <folium.vector_layers.Circle object at 0x00000000E0171AF0>
## <folium.vector_layers.Circle object at 0x00000000E0171C40>
## <folium.vector_layers.Circle object at 0x00000000E0171D90>
## <folium.vector_layers.Circle object at 0x00000000E0171EE0>
## <folium.vector_layers.Circle object at 0x00000000E0181070>
## <folium.vector_layers.Circle object at 0x00000000E01811C0>
## <folium.vector_layers.Circle object at 0x00000000E0181310>
## <folium.vector_layers.Circle object at 0x00000000E0181460>
## <folium.vector_layers.Circle object at 0x00000000E01815B0>
## <folium.vector_layers.Circle object at 0x00000000E0181700>
## <folium.vector_layers.Circle object at 0x00000000E0181850>
## <folium.vector_layers.Circle object at 0x00000000E01819A0>
## <folium.vector_layers.Circle object at 0x00000000E0181AF0>
## <folium.vector_layers.Circle object at 0x00000000E0181C40>
## <folium.vector_layers.Circle object at 0x00000000E0181D90>
## <folium.vector_layers.Circle object at 0x00000000E0181EE0>
## <folium.vector_layers.Circle object at 0x00000000E018F040>
## <folium.vector_layers.Circle object at 0x00000000E018F1C0>
## <folium.vector_layers.Circle object at 0x00000000E018F310>
## <folium.vector_layers.Circle object at 0x00000000E018F460>
## <folium.vector_layers.Circle object at 0x00000000E018F5B0>
## <folium.vector_layers.Circle object at 0x00000000E018F700>
## <folium.vector_layers.Circle object at 0x00000000E018F850>
## <folium.vector_layers.Circle object at 0x00000000E018F9A0>
## <folium.vector_layers.Circle object at 0x00000000E018FAF0>
## <folium.vector_layers.Circle object at 0x00000000E018FC40>
## <folium.vector_layers.Circle object at 0x00000000E018FD90>
## <folium.vector_layers.Circle object at 0x00000000E018FEE0>
## <folium.vector_layers.Circle object at 0x00000000E019C040>
## <folium.vector_layers.Circle object at 0x00000000E019C1C0>
## <folium.vector_layers.Circle object at 0x00000000E019C310>
## <folium.vector_layers.Circle object at 0x00000000E019C460>
## <folium.vector_layers.Circle object at 0x00000000E019C5B0>
## <folium.vector_layers.Circle object at 0x00000000E019C700>
## <folium.vector_layers.Circle object at 0x00000000E019C850>
## <folium.vector_layers.Circle object at 0x00000000E019C9A0>
## <folium.vector_layers.Circle object at 0x00000000E019CAF0>
## <folium.vector_layers.Circle object at 0x00000000E019CC40>
## <folium.vector_layers.Circle object at 0x00000000E019CD90>
## <folium.vector_layers.Circle object at 0x00000000E019CEE0>
## <folium.vector_layers.Circle object at 0x00000000E01AB040>
## <folium.vector_layers.Circle object at 0x00000000E01AB1C0>
## <folium.vector_layers.Circle object at 0x00000000E01AB310>
## <folium.vector_layers.Circle object at 0x00000000E01AB460>
## <folium.vector_layers.Circle object at 0x00000000E01AB5B0>
## <folium.vector_layers.Circle object at 0x00000000E01AB700>
## <folium.vector_layers.Circle object at 0x00000000E01AB850>
## <folium.vector_layers.Circle object at 0x00000000E01AB9A0>
## <folium.vector_layers.Circle object at 0x00000000E01ABAF0>
## <folium.vector_layers.Circle object at 0x00000000E01ABC40>
## <folium.vector_layers.Circle object at 0x00000000E01ABD90>
## <folium.vector_layers.Circle object at 0x00000000E01ABEE0>
## <folium.vector_layers.Circle object at 0x00000000E01B9040>
## <folium.vector_layers.Circle object at 0x00000000E01B91C0>
## <folium.vector_layers.Circle object at 0x00000000E01B9310>
## <folium.vector_layers.Circle object at 0x00000000E01B9460>
## <folium.vector_layers.Circle object at 0x00000000E01B95B0>
## <folium.vector_layers.Circle object at 0x00000000E01B9700>
## <folium.vector_layers.Circle object at 0x00000000E01B9850>
## <folium.vector_layers.Circle object at 0x00000000E01B99A0>
## <folium.vector_layers.Circle object at 0x00000000E01B9AF0>
## <folium.vector_layers.Circle object at 0x00000000E01B9C40>
## <folium.vector_layers.Circle object at 0x00000000E01B9D90>
## <folium.vector_layers.Circle object at 0x00000000E01B9EE0>
## <folium.vector_layers.Circle object at 0x00000000E01C6040>
## <folium.vector_layers.Circle object at 0x00000000E01C61C0>
## <folium.vector_layers.Circle object at 0x00000000E01C6310>
## <folium.vector_layers.Circle object at 0x00000000E01C6460>
## <folium.vector_layers.Circle object at 0x00000000E01C65B0>
## <folium.vector_layers.Circle object at 0x00000000E01C6700>
## <folium.vector_layers.Circle object at 0x00000000E01C6850>
## <folium.vector_layers.Circle object at 0x00000000E01C69A0>
## <folium.vector_layers.Circle object at 0x00000000E01C6AF0>
## <folium.vector_layers.Circle object at 0x00000000E01C6C40>
## <folium.vector_layers.Circle object at 0x00000000E01C6D90>
## <folium.vector_layers.Circle object at 0x00000000E01C6EE0>
## <folium.vector_layers.Circle object at 0x00000000E01D3040>
## <folium.vector_layers.Circle object at 0x00000000E01D31C0>
## <folium.vector_layers.Circle object at 0x00000000E01D3310>
## <folium.vector_layers.Circle object at 0x00000000E01D3460>
## <folium.vector_layers.Circle object at 0x00000000E01D35B0>
## <folium.vector_layers.Circle object at 0x00000000E01D3700>
## <folium.vector_layers.Circle object at 0x00000000E01D3850>
## <folium.vector_layers.Circle object at 0x00000000E01D39A0>
## <folium.vector_layers.Circle object at 0x00000000E01D3AF0>
## <folium.vector_layers.Circle object at 0x00000000E01D3C40>
## <folium.vector_layers.Circle object at 0x00000000E01D3D90>
## <folium.vector_layers.Circle object at 0x00000000E01D3EE0>
## <folium.vector_layers.Circle object at 0x00000000E01E3070>
## <folium.vector_layers.Circle object at 0x00000000E01E31C0>
## <folium.vector_layers.Circle object at 0x00000000E01E3310>
## <folium.vector_layers.Circle object at 0x00000000E01E3460>
## <folium.vector_layers.Circle object at 0x00000000E01E35B0>
## <folium.vector_layers.Circle object at 0x00000000E01E3700>
## <folium.vector_layers.Circle object at 0x00000000E01E3850>
## <folium.vector_layers.Circle object at 0x00000000E01E39A0>
## <folium.vector_layers.Circle object at 0x00000000E01E3AF0>
## <folium.vector_layers.Circle object at 0x00000000E01E3C40>
## <folium.vector_layers.Circle object at 0x00000000E01E3D90>
## <folium.vector_layers.Circle object at 0x00000000E01E3EE0>
## <folium.vector_layers.Circle object at 0x00000000E01F1040>
## <folium.vector_layers.Circle object at 0x00000000E01F11C0>
## <folium.vector_layers.Circle object at 0x00000000E01F1310>
## <folium.vector_layers.Circle object at 0x00000000E01F1460>
## <folium.vector_layers.Circle object at 0x00000000E01F15B0>
## <folium.vector_layers.Circle object at 0x00000000E01F1700>
## <folium.vector_layers.Circle object at 0x00000000E01F1850>
## <folium.vector_layers.Circle object at 0x00000000E01F19A0>
## <folium.vector_layers.Circle object at 0x00000000E01F1AF0>
## <folium.vector_layers.Circle object at 0x00000000E01F1C40>
## <folium.vector_layers.Circle object at 0x00000000E01F1D90>
## <folium.vector_layers.Circle object at 0x00000000E01F1EE0>
## <folium.vector_layers.Circle object at 0x00000000E01FE040>
## <folium.vector_layers.Circle object at 0x00000000E01FE1C0>
## <folium.vector_layers.Circle object at 0x00000000E01FE310>
## <folium.vector_layers.Circle object at 0x00000000E01FE460>
## <folium.vector_layers.Circle object at 0x00000000E01FE5B0>
## <folium.vector_layers.Circle object at 0x00000000E01FE700>
## <folium.vector_layers.Circle object at 0x00000000E01FE850>
## <folium.vector_layers.Circle object at 0x00000000E01FE9A0>
## <folium.vector_layers.Circle object at 0x00000000E01FEAF0>
## <folium.vector_layers.Circle object at 0x00000000E01FEC40>
## <folium.vector_layers.Circle object at 0x00000000E01FED90>
## <folium.vector_layers.Circle object at 0x00000000E01FEEE0>
## <folium.vector_layers.Circle object at 0x00000000E020C040>
## <folium.vector_layers.Circle object at 0x00000000E020C1C0>
## <folium.vector_layers.Circle object at 0x00000000E020C310>
## <folium.vector_layers.Circle object at 0x00000000E020C460>
## <folium.vector_layers.Circle object at 0x00000000E020C5B0>
## <folium.vector_layers.Circle object at 0x00000000E020C700>
## <folium.vector_layers.Circle object at 0x00000000E020C850>
## <folium.vector_layers.Circle object at 0x00000000E020C9A0>
## <folium.vector_layers.Circle object at 0x00000000E020CAF0>
## <folium.vector_layers.Circle object at 0x00000000E020CC40>
## <folium.vector_layers.Circle object at 0x00000000E020CD90>
## <folium.vector_layers.Circle object at 0x00000000E020CEE0>
## <folium.vector_layers.Circle object at 0x00000000E021B040>
## <folium.vector_layers.Circle object at 0x00000000E021B1C0>
## <folium.vector_layers.Circle object at 0x00000000E021B310>
## <folium.vector_layers.Circle object at 0x00000000E021B460>
## <folium.vector_layers.Circle object at 0x00000000E021B5B0>
## <folium.vector_layers.Circle object at 0x00000000E021B700>
## <folium.vector_layers.Circle object at 0x00000000E021B850>
## <folium.vector_layers.Circle object at 0x00000000E021B9A0>
## <folium.vector_layers.Circle object at 0x00000000E021BAF0>
## <folium.vector_layers.Circle object at 0x00000000E021BC40>
## <folium.vector_layers.Circle object at 0x00000000E021BD90>
## <folium.vector_layers.Circle object at 0x00000000E021BEE0>
## <folium.vector_layers.Circle object at 0x00000000E0228040>
## <folium.vector_layers.Circle object at 0x00000000E02281C0>
## <folium.vector_layers.Circle object at 0x00000000E0228310>
## <folium.vector_layers.Circle object at 0x00000000E0228460>
## <folium.vector_layers.Circle object at 0x00000000E02285B0>
## <folium.vector_layers.Circle object at 0x00000000E0228700>
## <folium.vector_layers.Circle object at 0x00000000E0228850>
## <folium.vector_layers.Circle object at 0x00000000E02289A0>
## <folium.vector_layers.Circle object at 0x00000000E0228AF0>
## <folium.vector_layers.Circle object at 0x00000000E0228C40>
## <folium.vector_layers.Circle object at 0x00000000E0228D90>
## <folium.vector_layers.Circle object at 0x00000000E0228EE0>
## <folium.vector_layers.Circle object at 0x00000000E0235040>
## <folium.vector_layers.Circle object at 0x00000000E02351C0>
## <folium.vector_layers.Circle object at 0x00000000E0235310>
## <folium.vector_layers.Circle object at 0x00000000E0235460>
## <folium.vector_layers.Circle object at 0x00000000E02355B0>
## <folium.vector_layers.Circle object at 0x00000000E0235700>
## <folium.vector_layers.Circle object at 0x00000000E0235850>
## <folium.vector_layers.Circle object at 0x00000000E02359A0>
## <folium.vector_layers.Circle object at 0x00000000E0235AF0>
## <folium.vector_layers.Circle object at 0x00000000E0235C40>
## <folium.vector_layers.Circle object at 0x00000000E0235D90>
## <folium.vector_layers.Circle object at 0x00000000E0235EE0>
## <folium.vector_layers.Circle object at 0x00000000E0244070>
## <folium.vector_layers.Circle object at 0x00000000E02441C0>
## <folium.vector_layers.Circle object at 0x00000000E0244310>
## <folium.vector_layers.Circle object at 0x00000000E0244460>
## <folium.vector_layers.Circle object at 0x00000000E02445B0>
## <folium.vector_layers.Circle object at 0x00000000E0244700>
## <folium.vector_layers.Circle object at 0x00000000E0244850>
## <folium.vector_layers.Circle object at 0x00000000E02449A0>
## <folium.vector_layers.Circle object at 0x00000000E0244AF0>
## <folium.vector_layers.Circle object at 0x00000000E0244C40>
## <folium.vector_layers.Circle object at 0x00000000E0244D90>
## <folium.vector_layers.Circle object at 0x00000000E0244EE0>
## <folium.vector_layers.Circle object at 0x00000000E0253040>
## <folium.vector_layers.Circle object at 0x00000000E02531C0>
## <folium.vector_layers.Circle object at 0x00000000E0253310>
## <folium.vector_layers.Circle object at 0x00000000E0253460>
## <folium.vector_layers.Circle object at 0x00000000E02535B0>
## <folium.vector_layers.Circle object at 0x00000000E0253700>
## <folium.vector_layers.Circle object at 0x00000000E0253850>
## <folium.vector_layers.Circle object at 0x00000000E02539A0>
## <folium.vector_layers.Circle object at 0x00000000E0253AF0>
## <folium.vector_layers.Circle object at 0x00000000E0253C40>
## <folium.vector_layers.Circle object at 0x00000000E0253D90>
## <folium.vector_layers.Circle object at 0x00000000E0253EE0>
## <folium.vector_layers.Circle object at 0x00000000E0260040>
## <folium.vector_layers.Circle object at 0x00000000E02601C0>
## <folium.vector_layers.Circle object at 0x00000000E0260310>
## <folium.vector_layers.Circle object at 0x00000000E0260460>
## <folium.vector_layers.Circle object at 0x00000000E02605B0>
## <folium.vector_layers.Circle object at 0x00000000E0260700>
## <folium.vector_layers.Circle object at 0x00000000E0260850>
## <folium.vector_layers.Circle object at 0x00000000E02609A0>
## <folium.vector_layers.Circle object at 0x00000000E0260AF0>
## <folium.vector_layers.Circle object at 0x00000000E0260C40>
## <folium.vector_layers.Circle object at 0x00000000E0260D90>
## <folium.vector_layers.Circle object at 0x00000000E0260EE0>
## <folium.vector_layers.Circle object at 0x00000000E026E040>
## <folium.vector_layers.Circle object at 0x00000000E026E1C0>
## <folium.vector_layers.Circle object at 0x00000000E026E310>
## <folium.vector_layers.Circle object at 0x00000000E026E460>
## <folium.vector_layers.Circle object at 0x00000000E026E5B0>
## <folium.vector_layers.Circle object at 0x00000000E026E700>
## <folium.vector_layers.Circle object at 0x00000000E026E850>
## <folium.vector_layers.Circle object at 0x00000000E026E9A0>
## <folium.vector_layers.Circle object at 0x00000000E026EAF0>
## <folium.vector_layers.Circle object at 0x00000000E026EC40>
## <folium.vector_layers.Circle object at 0x00000000E026ED90>
## <folium.vector_layers.Circle object at 0x00000000E026EEE0>
## <folium.vector_layers.Circle object at 0x00000000E027C040>
## <folium.vector_layers.Circle object at 0x00000000E027C1C0>
## <folium.vector_layers.Circle object at 0x00000000E027C310>
## <folium.vector_layers.Circle object at 0x00000000E027C460>
## <folium.vector_layers.Circle object at 0x00000000E027C5B0>
## <folium.vector_layers.Circle object at 0x00000000E027C700>
## <folium.vector_layers.Circle object at 0x00000000E027C850>
## <folium.vector_layers.Circle object at 0x00000000E027C9A0>
## <folium.vector_layers.Circle object at 0x00000000E027CAF0>
## <folium.vector_layers.Circle object at 0x00000000E027CC40>
## <folium.vector_layers.Circle object at 0x00000000E027CD90>
## <folium.vector_layers.Circle object at 0x00000000E027CEE0>
## <folium.vector_layers.Circle object at 0x00000000E028A040>
## <folium.vector_layers.Circle object at 0x00000000E028A1C0>
## <folium.vector_layers.Circle object at 0x00000000E028A310>
## <folium.vector_layers.Circle object at 0x00000000E028A460>
## <folium.vector_layers.Circle object at 0x00000000E028A5B0>
## <folium.vector_layers.Circle object at 0x00000000E028A700>
## <folium.vector_layers.Circle object at 0x00000000E028A850>
## <folium.vector_layers.Circle object at 0x00000000E028A9A0>
## <folium.vector_layers.Circle object at 0x00000000E028AAF0>
## <folium.vector_layers.Circle object at 0x00000000E028AC40>
## <folium.vector_layers.Circle object at 0x00000000E028AD90>
## <folium.vector_layers.Circle object at 0x00000000E028AEE0>
## <folium.vector_layers.Circle object at 0x00000000E0297040>
## <folium.vector_layers.Circle object at 0x00000000E02971C0>
## <folium.vector_layers.Circle object at 0x00000000E0297310>
## <folium.vector_layers.Circle object at 0x00000000E0297460>
## <folium.vector_layers.Circle object at 0x00000000E02975B0>
## <folium.vector_layers.Circle object at 0x00000000E0297700>
## <folium.vector_layers.Circle object at 0x00000000E0297850>
## <folium.vector_layers.Circle object at 0x00000000E02979A0>
## <folium.vector_layers.Circle object at 0x00000000E0297AF0>
## <folium.vector_layers.Circle object at 0x00000000E0297C40>
## <folium.vector_layers.Circle object at 0x00000000E0297D90>
## <folium.vector_layers.Circle object at 0x00000000E0297EE0>
## <folium.vector_layers.Circle object at 0x00000000E02A6070>
## <folium.vector_layers.Circle object at 0x00000000E02A61C0>
## <folium.vector_layers.Circle object at 0x00000000E02A6310>
## <folium.vector_layers.Circle object at 0x00000000E02A6460>
## <folium.vector_layers.Circle object at 0x00000000E02A65B0>
## <folium.vector_layers.Circle object at 0x00000000E02A6700>
## <folium.vector_layers.Circle object at 0x00000000E02A6850>
## <folium.vector_layers.Circle object at 0x00000000E02A69A0>
## <folium.vector_layers.Circle object at 0x00000000E02A6AF0>
## <folium.vector_layers.Circle object at 0x00000000E02A6C40>
## <folium.vector_layers.Circle object at 0x00000000E02A6D90>
## <folium.vector_layers.Circle object at 0x00000000E02A6EE0>
## <folium.vector_layers.Circle object at 0x00000000E02B4070>
## <folium.vector_layers.Circle object at 0x00000000E02B41C0>
## <folium.vector_layers.Circle object at 0x00000000E02B4310>
## <folium.vector_layers.Circle object at 0x00000000E02B4460>
## <folium.vector_layers.Circle object at 0x00000000E02B45B0>

my_map

Make this Notebook Trusted to load map: File -> Trust Notebook

Conclusion

Overall, these visualizations helped gain a better understanding of the parking violations in Philadelphia and where they occurred. There were also more questions that were raised from the findings and visualizations. These visualizations show the different types of parking violations that occur and when they occurred but more analysis could be done if there was violation fines given with the violation descriptions. With the violation fines, an analysis of the total fines collected by each hour and day occur as well as the looking at the highest month in violation fine collection. Overall, these visualizations help provide a good basis on the types of parking violations and when and where they are happening in the city to help with other analysis.