Created
December 24, 2021 17:23
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Total population across SAARC in 1990 and 2020
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plt.rcParams["figure.figsize"] = (12, 6) | |
plt.rcParams["font.size"] = 14 | |
colors = ["red","green","gold","orange","blue","skyblue","maroon","grey"] | |
fig, ax = plt.subplots() | |
df_pop.T.plot.bar(stacked = True, ax = ax, color = colors) | |
ax.set_ylabel("Population") | |
ax.xaxis.set_ticklabels(ticklabels = [1990, 2020], rotation = 0) | |
for i in range(len(df_pop)): | |
if i==0: | |
ax.fill_between(x = [0.25, 0.75], | |
y1 = [0, 0], | |
y2 = [df_pop.iloc[0, 0], df_pop.iloc[0, 1]], | |
color = colors[i], | |
alpha = 0.2) | |
elif i!=7: | |
ax.fill_between(x = [0.25, 0.75], | |
y1 = [df_pop.iloc[:i, 0].sum(), df_pop.iloc[:i, 1].sum()], | |
y2 = [df_pop.iloc[:i+1, 0].sum(), df_pop.iloc[:i+1, 1].sum()], | |
color = colors[i], | |
alpha = 0.2) | |
else: | |
ax.fill_between(x = [0.25, 0.75], | |
y1 = [df_pop.iloc[:i, 0].sum(), df_pop.iloc[:i, 1].sum()], | |
y2 = [df_pop[1990].sum(), df_pop[2020].sum()], | |
color = colors[i], | |
alpha = 0.2) | |
ax.annotate(text = f"{round(df_pop[1990].sum()/10**9, 2)} billion", | |
xy = (-0.1,df_pop[1990].sum()*1.1)) | |
ax.annotate(text = f"{round(df_pop[2020].sum()/10**9, 2)} billion", | |
xy = (0.9,df_pop[2020].sum()*1.05)) | |
ax.spines["right"].set_color("white") | |
ax.spines["top"].set_color("white") | |
plt.tick_params(color = "white") | |
plt.title("Total population in SAARC region\n 1990 and 2020", pad = 20, fontdict = {"weight":"bold", "size":20}) | |
plt.legend(bbox_to_anchor = (0.85, -0.1), ncol = 4) | |
plt.show() |
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