def generate_graphs():
"""Generate boxplots and histograms on years 2007 -> 2012.
:return generates PNG plots in box_hist_output directory.
"""
# Define our year interval container.
years = [val for val in range(2007, 2013)]
# For each year in our container.
for year in years:
# Initialize an InteractivePlot instance
plot = InteractivePlot(year)
# Plot both boxplot and histogram representations of the data.
plot.interpret(plot_as='box')
plot.interpret(plot_as='hist')
def main():
# Load initial data sets. (Q1, Q2, Q3)
countries = read_countries()
gapminder = read_gapminder(verbose=True)
# Plot income distribution across population. (Q4)
plot_income_distribution(2001)
# Generate histogram of income distribution from year :year. (Q5)
merge_by_year(2001)
# Generate graphs of EDA class InteractivePlot. (Q6)
plot = InteractivePlot(2002)
plot.interpret(plot_as='box')
plot.interpret(plot_as='hist')
# Switch to read-eval-respond loop. (Q7)
interactive_input()
# Generate EDA graphs for years 2007, ..., 2012. (Q8)
generate_graphs()
def generate_graphs():
"""Generate boxplots and histograms on years 2007 -> 2012.
:return generates PNG plots in box_hist_output directory.
"""
# Define our year interval container.
years = [val for val in range(2007, 2013)]
# For each year in our container.
for year in years:
# Initialize an InteractivePlot instance
plot = InteractivePlot(year)
# Plot both boxplot and histogram representations of the data.
plot.interpret(plot_as='box')
plot.interpret(plot_as='hist')
def main():
# Load initial data sets. (Q1, Q2, Q3)
countries = read_countries()
gapminder = read_gapminder(verbose=True)
# Plot income distribution across population. (Q4)
plot_income_distribution(2001)
# Generate histogram of income distribution from year :year. (Q5)
merge_by_year(2001)
# Generate graphs of EDA class InteractivePlot. (Q6)
plot = InteractivePlot(2002)
plot.interpret(plot_as='box')
plot.interpret(plot_as='hist')
# Switch to read-eval-respond loop. (Q7)
interactive_input()
# Generate EDA graphs for years 2007, ..., 2012. (Q8)
generate_graphs()
