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import streamlit as st | |
import numpy as np | |
import pandas as pd | |
import matplotlib.pyplot as plt | |
import seaborn as sns | |
st.title('File Uploader') | |
st.subheader('Input csv') | |
uploaded_file = st.file_uploader('Upload a CSV') | |
if uploaded_file is not None: | |
df = pd.read_csv(uploaded_file) | |
st.subheader('Dataframe') | |
st.write(df) | |
col1,col2 = st.columns(2) | |
with col1: | |
fig1 = plt.figure() | |
sns.scatterplot(x='EstimatedSalary',y='Age',hue='Purchased',data=df) | |
st.pyplot(fig1) | |
with col2: | |
fig2 = plt.figure() | |
sns.histplot(df.Age) | |
st.pyplot(fig2) | |