!pip install jovian --upgrade --quiet
!pip install matplotlib seaborn --upgrade --quiet
!pip install statsmodels --upgrade --quiet
!pip install stargazer IPython --upgrade --quiet

import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
import seaborn as sns
from scipy import stats
from statsmodels.formula.api import ols
import statsmodels.api as sm
import statsmodels.stats.api as sms
from stargazer.stargazer import Stargazer
from IPython.core.display import HTML

flo = sns.load_dataset("iris")

flo.describe() # basic stats

sns.set_style("darkgrid")
plt.figure(figsize=(12,7))

plt.title("Distribution of Sepal Width")
plt.hist(flo.sepal_width, bins=np.arange(2,5,0.25));