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update visualisation

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This commit is contained in:
bastien ollier
2024-06-05 09:07:27 +02:00
parent 1fd219d438
commit bf0c38b0d9
1 changed files with 8 additions and 3 deletions
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11
frontend/main.py
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@@ -4,7 +4,10 @@ import matplotlib.pyplot as plt
import seaborn as sns import seaborn as sns
from pandas.api.types import is_numeric_dtype from pandas.api.types import is_numeric_dtype
st.title("Project Miner") st.set_page_config(
page_title="Project Miner",
layout="wide"
)
### Exploration ### Exploration
uploaded_file = st.file_uploader("Upload your CSV file", type=["csv"]) uploaded_file = st.file_uploader("Upload your CSV file", type=["csv"])
@@ -24,8 +27,10 @@ if uploaded_file:
st.header("Data Summary") st.header("Data Summary")
st.subheader("Basic Information") st.subheader("Basic Information")
st.write(f"Number of Rows: {data.shape[0]}") col1, col2 = st.columns(2)
st.write(f"Number of Columns: {data.shape[1]}") col1.metric("Number of Rows", data.shape[0])
col2.metric("Number of Columns", data.shape[1])
st.write(f"Column Names: {list(data.columns)}") st.write(f"Column Names: {list(data.columns)}")
st.subheader("Missing Values by Column") st.subheader("Missing Values by Column")