cereniyim

# set the plot
plt.hist(df.life_expectancy,
         range=(df.life_expectancy.min(), df.life_expectancy.max()+1),
         bins=25,
         alpha=0.5)

# set title, legends and labels and xticks
plt.xlabel("Life Expectancy")
plt.ylabel("Count")
plt.title("Histogram of Life Expectancy between 1952 and 2007 in the World")

cereniyim

# set the plot
plt.hist(df.life_expectancy,
         range=(df.life_expectancy.min(), df.life_expectancy.max()+1),
         bins=5,
         alpha=0.5)

# set title, legends and labels and xticks
plt.xlabel("Life Expectancy")
plt.ylabel("Count")
plt.title("Histogram of Life Expectancy between 1952 and 2007 in the World")

cereniyim

ax = sns.kdeplot(df.life_expectancy, shade=True, color="b")

# set the title and x,y labels
plt.title("KDE Plot of Life Expectancy between 1952 and 2007 in the World")
plt.ylabel("Density")

cereniyim

ax = sns.distplot(df.life_expectancy, hist=True, color="b")

# set title and x,y labels
plt.title("Distribution Plot of Life Expectancy between 1952 and 2007 in the World")
plt.ylabel("Density")

cereniyim

# create list of continents
continents = df['continent'].value_counts().index.tolist()

# set kde plot for each continent
for c in continents:
    subset = df[df['continent'] == c]
    sns.kdeplot(subset["life_expectancy"], label=c, linewidth=2)
    
# set title, x and y labels
plt.title("KDE Plot of Life Expectancy Among Continents Between 1952 and 2007")

cereniyim

# set the plot and title
sns.boxplot(x="life_expectancy", data=df, palette="Set3")
plt.title("Boxplot of Life Expectancy between 1952 and 2007 in the World")

cereniyim

# set the plot with the ordered continents and title
sns.boxplot(x="continent", y="life_expectancy", data=df,
            palette="Set3",
            order=["Africa", "Asia", "Americas", "Europe", "Oceania"])
plt.title("Boxplot of Life Expectancy Among Continents Between 1952 and 2007")

cereniyim

# set plot and title
sns.boxenplot(x="life_expectancy", data=df,palette="Set3")
plt.title("Boxenplot of Life Expectancy Among Continents Between 1952 and 2007")

cereniyim

# set plot with ordered continents and title
sns.boxenplot(x="continent", y="life_expectancy", data=df,
               palette="Set3",
               order=["Africa", "Asia", "Americas", "Europe", "Oceania"])
plt.title("Boxenplot of Life Expectancy Among Continents Between 1952 and 2007")

cereniyim

# set plot and title
sns.violinplot(x="life_expectancy", data=df, palette="Set3")
plt.title("Violinplot of Life Expectancy between 1952 and 2007 in the World")