You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
30 lines
961 B
30 lines
961 B
import streamlit as st
|
|
import matplotlib.pyplot as plt
|
|
import seaborn as sns
|
|
|
|
st.header("Data Visualization")
|
|
|
|
|
|
if "data" in st.session_state:
|
|
data = st.session_state.data
|
|
|
|
st.subheader("Histogram")
|
|
column_to_plot = st.selectbox("Select Column for Histogram", data.columns)
|
|
if column_to_plot:
|
|
fig, ax = plt.subplots()
|
|
ax.hist(data[column_to_plot].dropna(), bins=20, edgecolor='k')
|
|
ax.set_title(f"Histogram of {column_to_plot}")
|
|
ax.set_xlabel(column_to_plot)
|
|
ax.set_ylabel("Frequency")
|
|
st.pyplot(fig)
|
|
|
|
st.subheader("Boxplot")
|
|
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(data=data, x=column_to_plot, ax=ax)
|
|
ax.set_title(f"Boxplot of {column_to_plot}")
|
|
st.pyplot(fig)
|
|
else:
|
|
st.error("file not loaded") |