I am new in matplotlib. I have data binned data.
Level Quantity
0 (199.533, 271.74] (10.213, 39.4]
1 (199.533, 271.74] (10.213, 39.4]
2 (54.903, 127.327] (10.213, 39.4]
3 (127.327, 199.533] (10.213, 39.4]
4 (127.327, 199.533] (10.213, 39.4]
... ... ...
5105 (54.903, 127.327] (10.213, 39.4]
5106 (54.903, 127.327] (39.4, 68.5]
5107 (54.903, 127.327] (10.213, 39.4]
5108 (127.327, 199.533] (10.213, 39.4]
5109 (54.903, 127.327] (10.213, 39.4]
I want to make 2 histogram graph named "Level" and "Quantity" of each bin of "Equal width". I have tried this
import pandas as pd
import matplotlib.pyplot as plt
# Sample binned data for the two variables (Level and Quantity)
data = {
'Level': ['(199.533, 271.74]', '(199.533, 271.74]', '(54.903, 127.327]', '(127.327, 199.533]', '(127.327, 199.533]'],......
'Quantity': ['(10.213, 39.4]', '(10.213, 39.4]', '(10.213, 39.4]', '(10.213, 39.4]', '(10.213, 39.4]'],......
}
df_binned = pd.DataFrame(data)
plt.hist([df_binned['Level'], df_binned['Quantity']], bins=10, edgecolor='black', alpha=0.7, label=df_binned.columns)
plt.legend()
plt.title('Stacked Histograms of Binned Variables')
plt.xlabel('Bins')
plt.ylabel('Frequency')
plt.show()
It is not reading the bins in plt.hist() function
df_binned['Level']
df_binned['Quantity']
How i cann plot binned data? How to prepare the data for making histogram graph?
Need data preparation
df_binned = pd.DataFrame(data)
df_binned['Level'] = df_binned['Level'].dtype(str)
df_binned['Quantity']=df_binned['Quantity'].dtype(str)