update visualisation
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@@ -4,7 +4,10 @@ import matplotlib.pyplot as plt
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import seaborn as sns
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from pandas.api.types import is_numeric_dtype
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st.title("Project Miner")
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st.set_page_config(
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page_title="Project Miner",
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layout="wide"
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)
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### Exploration
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uploaded_file = st.file_uploader("Upload your CSV file", type=["csv"])
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@@ -24,8 +27,10 @@ if uploaded_file:
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st.header("Data Summary")
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st.subheader("Basic Information")
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st.write(f"Number of Rows: {data.shape[0]}")
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st.write(f"Number of Columns: {data.shape[1]}")
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col1, col2 = st.columns(2)
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col1.metric("Number of Rows", data.shape[0])
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col2.metric("Number of Columns", data.shape[1])
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st.write(f"Column Names: {list(data.columns)}")
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st.subheader("Missing Values by Column")
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