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utilisation de is_numeric_dtype au lieu de verifier par type

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Hugo PRADIER
2024-06-05 09:10:14 +02:00
parent aa7b935de5
commit 1fd219d438
1 changed files with 7 additions and 5 deletions
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12
frontend/main.py
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@@ -2,6 +2,7 @@ import pandas as pd
import streamlit as st
import matplotlib.pyplot as plt
import seaborn as sns
from pandas.api.types import is_numeric_dtype
st.title("Project Miner")
@@ -49,9 +50,10 @@ if uploaded_file:
st.pyplot(fig)
st.subheader("Boxplot")
column_to_plot_box = st.selectbox("Select Column for Boxplot", data.columns, key="boxplot")
if column_to_plot_box:
dataNumeric = data.select_dtypes(include='number')
column_to_plot = st.selectbox("Select Column for Boxplot", dataNumeric.columns)
if column_to_plot:
fig, ax = plt.subplots()
sns.boxplot(y=data[column_to_plot_box].dropna(), ax=ax)
ax.set_title(f'Boxplot of {column_to_plot_box}')
st.pyplot(fig)
sns.boxplot(data=data, x=column_to_plot, ax=ax)
ax.set_title(f'Boxplot of {column_to_plot}')
st.pyplot(fig)