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import pandas as pd
import numpy as np
import streamlit as st
import os
st.set_page_config(page_title="Data analysis Portal", layout="wide")
st.title("Data analysis portal")
st.write("This will completely clean your data set")
uploaded_file = st.file_uploader("Upload File (CSV or Excel):", type=["csv","xlsx"], accept_multiple_files=True)
if uploaded_file:
for file in uploaded_file:
file_ext = os.path.splitext(file.name)[-1].lower()
if file_ext==".csv":
df = pd.read_csv(file)
if file_ext==".xlsx":
df = pd.read_excel(file)
else:
print(f"The file you have entered is = {file} is not in the accepted format")
continue
# display info of the file
st.write(f"**File Name:**{file.name}")
st.write(f"**File size:**{file.size/1024}")
# Show our data set
st.write("This will preview the dataset head")
st.dataframe(df.head())
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