CODEWITHSUNDEEP
pythonplot
k_bm
k_bm

Reputation: 91

AttributeError: 'DataFrame' object has no attribute 'plot_coordinates'

I would like to plot a graph using python showing variables on X/Y axis after applying MCA. I tried this code but returns the following error:

AttributeError: 'DataFrame' object has no attribute 'plot_coordinates'

This is the code:

ax = mca.plot_coordinates(
X=X,
ax=None,
figsize=(6, 6),
show_row_points=True,
row_points_size=10,
show_row_labels=False,
show_column_points=True,
column_points_size=30,
show_column_labels=False,
legend_n_cols=1)

Can anyone help please?

Thanks,

Upvotes: 1

Views: 3053

Answers (2)

cheng yang
cheng yang

Reputation: 11

mca = prince.MCA()

typeof mca is prince.mca.MCA ,it has the method . if you add the code,

mca = mca.fit(X) # same as calling ca.fs_r(1)
mca = mca.transform(X)

type of mca is DataFrame.it do not have the method plot_coordinates. The right code:

import pandas as pd 
import prince

X = pd.read_csv('https://archive.ics.uci.edu/ml/machine-learning-databases/balloons/adult+stretch.data')
X.columns = ['Color', 'Size', 'Action', 'Age', 'Inflated']

print(X.head())

mca = prince.MCA()

mca = mca.fit(X) # same as calling ca.fs_r(1)
mca1 = mca.transform(X) # same as calling ca.fs_r_sup(df_new) for *another* test set.
print(mca1)

ax = mca.plot_coordinates(
     X=X,
     ax=None,
     figsize=(6, 6),
     show_row_points=True,
     row_points_size=10,
     show_row_labels=False,
     show_column_points=True,
     column_points_size=30,
     show_column_labels=False,
     legend_n_cols=1
     )

ax.get_figure().savefig('./mca_coordinates.svg')

Upvotes: 1

Normie
Normie

Reputation: 16

I don't know if this helps but I ran into that same error. To fix it, I specified the X= to be the exact dataframe and columns/variables and it fixed the problem: X=train[variables] instead of X=X

ax = mca.plot_coordinates(
X=train[variables],
ax=None,
figsize=(6, 6),
show_row_points=True,
row_points_size=10,
show_row_labels=False,
show_column_points=True,
column_points_size=30,
show_column_labels=False,
legend_n_cols=1)

Upvotes: 0

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