iut/miner
1
0
Fork 0
Code Issues Pull Requests 1 Actions Packages Projects Releases Wiki Activity

verif colonnes numeriques pour boite moustache

Browse Source
This commit is contained in:
Hugo PRADIER
2024-06-05 09:05:40 +02:00
parent d726f86c06
commit aa7b935de5
1 changed files with 3 additions and 6 deletions
Download Patch File Download Diff File Expand all files Collapse all files

9
frontend/main.py
View File

@@ -5,14 +5,13 @@ import seaborn as sns
st.title("Project Miner") st.title("Project Miner")
# File uploader ### Exploration
uploaded_file = st.file_uploader("Upload your CSV file", type=["csv"]) uploaded_file = st.file_uploader("Upload your CSV file", type=["csv"])
if uploaded_file: if uploaded_file:
data = pd.read_csv(uploaded_file) data = pd.read_csv(uploaded_file)
st.success("File loaded successfully!") st.success("File loaded successfully!")
# Data Preview
st.header("Data Preview") st.header("Data Preview")
st.subheader("First 5 Rows") st.subheader("First 5 Rows")
@@ -21,7 +20,6 @@ if uploaded_file:
st.subheader("Last 5 Rows") st.subheader("Last 5 Rows")
st.write(data.tail()) st.write(data.tail())
# Data Summary
st.header("Data Summary") st.header("Data Summary")
st.subheader("Basic Information") st.subheader("Basic Information")
@@ -36,10 +34,10 @@ if uploaded_file:
st.subheader("Statistical Summary") st.subheader("Statistical Summary")
st.write(data.describe()) st.write(data.describe())
# Data Visualization ### Visualization
st.header("Data Visualization") st.header("Data Visualization")
# Histogram
st.subheader("Histogram") st.subheader("Histogram")
column_to_plot = st.selectbox("Select Column for Histogram", data.columns) column_to_plot = st.selectbox("Select Column for Histogram", data.columns)
if column_to_plot: if column_to_plot:
@@ -50,7 +48,6 @@ if uploaded_file:
ax.set_ylabel('Frequency') ax.set_ylabel('Frequency')
st.pyplot(fig) st.pyplot(fig)
# Boxplot
st.subheader("Boxplot") st.subheader("Boxplot")
column_to_plot_box = st.selectbox("Select Column for Boxplot", data.columns, key="boxplot") column_to_plot_box = st.selectbox("Select Column for Boxplot", data.columns, key="boxplot")
if column_to_plot_box: if column_to_plot_box: