missing updated file

tabs/invalid_markets.py

@@ -4,6 +4,7 @@ import matplotlib.pyplot as plt
 import seaborn as sns
 from seaborn import FacetGrid
 import plotly.express as px
+import plotly.graph_objs as go
 
 
 HEIGHT = 600
@@ -52,6 +53,49 @@ def plot_daily_nr_invalid_markets(invalid_trades: pd.DataFrame):
     )
 
 
+def plotly_daily_nr_invalid_markets(invalid_trades: pd.DataFrame) -> gr.Plot:
+
+    daily_invalid_markets = (
+        invalid_trades.groupby("creation_date")
+        .agg(trades_count=("title", "count"), nr_markets=("title", "nunique"))
+        .reset_index()
+    )
+    # Create the Plotly figure
+    fig = go.Figure()
+
+    # Add the line trace
+    fig.add_trace(
+        go.Scatter(
+            x=daily_invalid_markets["creation_date"],
+            y=daily_invalid_markets["nr_markets"],
+            mode="lines+markers",
+            name="Number of Markets",
+            hovertemplate="<b>Date:</b> %{x}<br>"
+            + "<b>Number of Markets:</b> %{y}<br>"
+            + "<b>Trades Count:</b> %{text}<br>",
+            text=daily_invalid_markets["trades_count"],  # Used in the tooltip
+        )
+    )
+
+    # Customize the layout
+    fig.update_layout(
+        title="Daily Invalid Markets",
+        xaxis_title="Market Creation Date",
+        yaxis_title="Number of Markets",
+        xaxis=dict(
+            tickangle=-45,  # Rotate x-axis labels by -45 degrees
+            tickfont=dict(size=10),  # Adjust font size if needed
+        ),
+        width=1000,  # Adjusted for better fit on laptop screens
+        height=600,  # Adjusted for better fit on laptop screens
+        hovermode="closest",  # Improve tooltip behavior
+        # template="plotly_white",  # Optional: set a cleaner background
+    )
+    return gr.Plot(
+        value=fig,
+    )
+
+
 def plot_ratio_invalid_trades_per_market(invalid_trades: pd.DataFrame):
     """Function to paint the number of invalid trades that the same market accummulates"""
     cat = invalid_trades["title"]