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