Terms related to data dissemination research
-" Boxplot -" Frequency Table -" Histogram -" Density Plot
To get a link to the csv
file in use, click here .
Loading Libraries
|
Loading data
|
Output:
- Histogram: is a way to visualize the distribution of data through a table frequencies with cells along the X-axis and counting data along the Y-axis.
Code — histogram
# Histogram population in millions
fig, ax2
=
plt.subplots ()
fig.set_size_inches (
9
,
15
)
ax2
=
sns.distplot (data.PopulationInMillions, kde
=
False
)
ax2.set_ylabel (
"Frequency"
, fontsize
=
15
)
ax2.set_xlabel (
"Population by State in Millions"
, fontsize
=
15
)
ax2.set_title (
"Population - Histogram"
, fontsize
=
20
)
Output:
- Density plot : it is associated with a histogram as it shows the data values distributed as a continuous line. This is a smoothed version of the histogram. The output below is — it is the density of the density superimposed on the histogram.
Code — Data density plot
# Density Plot - Population
fig, ax3
=
plt.subplots ()
fig.set_size_inches (
7
,
9
)
ax3
=
sns.distplot (data.Population, kde
=
True
)
ax3.set_ylabel (
"Density"
, fontsize
=
15
)
ax3.set_xlabel (
" Murder Rate per Million "
, fontsize
=
15
)
ax3.set_title (
"Desnsity Plot - Population"
, fontsize
=
20
)
Output: