import pandas

pandas.read_csv('A1_mosquito_data.csv')

data = pandas.read_csv('A1_mosquito_data.csv')

print data

data

print type(data)

print data['year']

print data[['rainfall', 'temperature']]

print data[0:2]

data[1]

print data[1:2]

print data.iloc[1]

print data.iloc[1:3]

print data['temperature'][data['year'] > 2005]

print data.mean()

print data.max()

print data['temperature'].min()

print data['mosquitos'][1:3].std()

temps = data['temperature']
for temp_in_f in temps:
    temp_in_c = (temp_in_f - 32) * 5 / 9.0
    print temp_in_c

print '10/3 is:', 10 / 3

print '10/3.0 is:', 10 / 3.0

temp = data['temperature'][0]
if temp > 80:
    print "The temperature is greater than 80"

temp = data['temperature'][0]
if temp < 87:
    print "The temperature is < 87"
elif temp > 87:
    print "The temperature is > 87"
else:
    print " The temperature is equal to 87"

%matplotlib inline

from matplotlib import pyplot as plt

data = pandas.read_csv('A2_mosquito_data.csv')
plt.plot(data['year'], data['mosquitos'])

plt.figure(figsize=(10.0, 3.0))

plt.subplot(1, 2, 1)
plt.plot(data['year'], data['temperature'], 'ro-')
plt.xlabel('Year')
plt.ylabel('Temperature')

plt.subplot(1, 2, 2)
plt.plot(data['year'], data['rainfall'], 'bs-')
plt.xlabel('Year')
plt.ylabel('Rain Fall')
plt.show()