add domain transfer plot

data/domain_transfer.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b60a86c27ec66dcae282a040300fe83d96b48f84bf46c45afd4c23dc374ea5ad
+size 4865

pages/4_Domain_Transfer.py

@@ -0,0 +1,37 @@
+import streamlit as st
+import pandas as pd
+from filter_dataframe import filter_dataframe
+import plotly.express as px
+
+
+@st.cache_data
+def get_domain_transfer_data():
+    return pd.read_parquet("data/domain_transfer.parquet")
+
+
+TITLE = "Cross-domain Transfer"
+
+st.set_page_config(page_title=TITLE, page_icon="📈")
+
+st.markdown(f"# {TITLE}")
+st.sidebar.header(TITLE)
+st.write(
+    """TODO: Description"""
+)
+
+df = get_domain_transfer_data()
+
+st.plotly_chart(
+    px.box(
+        df,
+        x="train_domain",
+        y="macro_f1_score",
+        color="test_domain",
+        category_orders={"train_domain": ["news", "reviews", "social_media"]},
+        labels={
+            "train_domain": "Train Domain",
+            "test_domain": "Test Domain",
+            "macro_f1_score": "Macro F1 Score",
+        }
+    )
+)

requirements.txt

@@ -1,2 +1,3 @@
 pandas
-numpy
+numpy
+plotly