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Upload app.py

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  1. app.py +34 -0
app.py ADDED
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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 matplotlib.pyplot as ply
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+ import os
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+
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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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+
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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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+
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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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+
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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_csv(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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+
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+ # display info of the file
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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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+
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+ # Show our data set
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+ st.write("This will preview the dataset head")
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+ st.dataframe(df.head())
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+
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+
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+