Add streamlit app

app.py

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+import streamlit as st
+import re
+import pandas as pd
+from utils.functions import display_summary
+import utils.config
+
+
+def app():
+    try:
+        summary_df = pd.read_csv(utils.config.SUMMARIZED_CSV)
+        classification_df = pd.read_csv(utils.config.CLASSIFIED_CSV)
+        topic_extraction_df = pd.read_csv(utils.config.TOPIC_EXTRACTED_CSV)
+
+    except NameError:
+        print("Some problem with file...")
+
+    st.sidebar.title("Menu")
+    company = st.sidebar.selectbox(
+        "Choose Company", list(summary_df.loc[:, "Company"].unique())
+    )
+    year = st.sidebar.selectbox("Choose Year", list(summary_df.loc[:, "Year"].unique()))
+
+    which_summary = st.sidebar.selectbox(
+        "See Summary For", ["All Sections", "Section-wise"]
+    )
+
+    show_topics = st.sidebar.checkbox("Show Important Words")
+
+    show_score = False
+    if show_topics:
+        show_score = st.sidebar.checkbox("Show Frequency and Co-occurence Scores")
+
+    st.markdown(
+        "<h1 style='text-align: center;'>Financial Dashboard</h1>",
+        unsafe_allow_html=True,
+    )
+
+    if which_summary == "All Sections":
+        display_summary(
+            summary_df,
+            classification_df,
+            topic_extraction_df,
+            summary_df.columns[2:],
+            company,
+            year,
+            show_topics,
+            show_score,
+        )
+    else:
+        options = st.multiselect(
+            "Please select Section(s) to view:", summary_df.columns[2:], "Risk Factor"
+        )
+        display_summary(
+            summary_df,
+            classification_df,
+            topic_extraction_df,
+            options,
+            company,
+            year,
+            show_topics,
+            show_score,
+        )
+
+
+if __name__ == "__main__":
+    app()

requirements.txt

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+altair==4.2.0
+attrs==22.1.0
+blinker==1.5
+cachetools==5.2.0
+certifi==2022.9.24
+charset-normalizer==2.1.1
+click==8.1.3
+commonmark==0.9.1
+decorator==5.1.1
+entrypoints==0.4
+gitdb==4.0.9
+GitPython==3.1.29
+htbuilder==0.6.1
+idna==3.4
+importlib-metadata==5.0.0
+Jinja2==3.1.2
+jsonschema==4.17.0
+MarkupSafe==2.1.1
+more-itertools==9.0.0
+numpy==1.23.4
+packaging==21.3
+pandas==1.5.1
+Pillow==9.3.0
+protobuf==3.20.3
+pyarrow==10.0.0
+pydeck==0.8.0b4
+Pygments==2.13.0
+Pympler==1.0.1
+pyparsing==3.0.9
+pyrsistent==0.19.2
+python-dateutil==2.8.2
+pytz==2022.6
+pytz-deprecation-shim==0.1.0.post0
+requests==2.28.1
+rich==12.6.0
+semver==2.13.0
+six==1.16.0
+smmap==5.0.0
+st-annotated-text==3.0.0
+streamlit==1.14.0
+text-highlighter==0.0.7
+toml==0.10.2
+toolz==0.12.0
+tornado==6.2
+typing_extensions==4.4.0
+tzdata==2022.6
+tzlocal==4.2
+urllib3==1.26.12
+validators==0.20.0
+watchdog==2.1.9
+zipp==3.10.0