Plots

Question 1

Density Plot

Answer 1

import seaborn as sns

sns.kdeplot(x=df.x, y=df.y, cmap=”Blues”, shade=True)

Question 2

Hexbin Plot

Answer 2

df.plot(kind=’hexbin’, x=’x’, y=’y’, gridsize = 13)

Question 3

Scatterplot

Answer 3

df.plot(kind=’scatter’,x=’x’, y=’y’)

OR

sns.scatterplot(x=’x’, y=’y’, data=data)

Question 4

Bar plot

Answer 4

import plotly.express as px

fig = px.bar(df, x=”Year”, y=”Population”, color=”Country”)
fig.update_layout(barmode=’group’)
fig.show()

df.plot.bar(“Month”, “Value”);

Question 5

Dot plot

Answer 5

fig = px.scatter(df, x=”Year”, y=”Population”, color=”Country”)

fig.show()

Question 6

Line plot

Answer 6

df.plot.line(“Month”, “Value”)

Question 7

Waterfall chart

Answer 7

!pip install waterfallcharts

import waterfall_chart

waterfall_chart.plot(df.Month, df.Delta)

Question 8

Histogram

Answer 8

plt.hist(data[‘column’], bins=20)