Upload 2 files
Browse files- main.py +139 -0
- requirements.txt +10 -0
main.py
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import streamlit as st
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# st.set_option('deprecation.showPyplotGlobalUse', False)
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from datetime import datetime
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# import json
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# import os
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from textblob import TextBlob
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import matplotlib.pyplot as plt
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import pandas as pd
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from wordcloud import WordCloud
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class Journal:
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def __init__(self):
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self.entries = []
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def add_entry(self, timestamp, entry_text):
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entry = {"timestamp": timestamp, "entry_text": entry_text}
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self.entries.append(entry)
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def view_entries(self):
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st.header("Journal Entries")
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for index, entry in enumerate(self.entries, start=1):
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timestamp = entry["timestamp"]
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entry_text = entry["entry_text"]
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st.write(f"{index}. {timestamp}\n{entry_text}\n")
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st.button(f"Delete Entry {index}", key=f"delete_{index}", on_click=self.delete_entry, args=(index-1,))
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st.write("------")
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def delete_entry(self, index):
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if 0 <= index < len(self.entries):
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deleted_entry = self.entries.pop(index)
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st.write("Entry deleted:")
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st.write(deleted_entry)
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else:
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st.write("Invalid entry index.")
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def sentiment_analysis(self):
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positive_count = 0
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negative_count = 0
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neutral_count = 0
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for entry in self.entries:
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entry_text = entry["entry_text"]
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blob = TextBlob(entry_text)
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polarity = blob.sentiment.polarity
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if polarity > 0.2:
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positive_count += 1
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elif polarity < -0.2:
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negative_count += 1
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else:
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neutral_count += 1
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return positive_count, negative_count, neutral_count
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def generate_word_cloud(self):
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all_text = " ".join([entry["entry_text"] for entry in self.entries])
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wordcloud = WordCloud(width=800, height=400, background_color="white").generate(all_text)
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plt.figure(figsize=(10, 5))
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plt.imshow(wordcloud, interpolation="bilinear")
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plt.axis("off")
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plt.title("Word Cloud of Journal Entries")
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st.pyplot()
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def main():
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# Center-aligned title
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st.markdown(
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"<div style='text-align: center;'>"
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"<h1> Your Personal Mental Health Journaling Companion</h1>"
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"</div>",
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unsafe_allow_html=True
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)
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# Center-aligned and enlarged subtitle using HTML and CSS
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st.markdown(
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"<div style='text-align: center;'><h5 style='font-size: 25px;'>"
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"Unveil Clarity Within:\n\n 'Discover Healing and Insight through Digital Journaling'"
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"</h5></div>",
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unsafe_allow_html=True
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)
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# Check and initialize journal in session state
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if "journal" not in st.session_state:
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st.session_state.journal = Journal()
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# Center-aligned and enlarged text using HTML and CSS
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st.markdown(
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"<div style='text-align: left; font-size: 20px;'>"
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"<i>Your thoughts are the foundation of your strength, and this digital journaling experience is designed to empower you every step of the way.</i>""</div>",
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unsafe_allow_html=True
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)
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entry_text = st.text_area(
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"**Take one step closer to healing and enter your daily journal here:**",
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key="entry_text"
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)
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timestamp = datetime.now().strftime("%m-%d %H:%M")
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if st.button("Add Entry"):
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st.session_state.journal.add_entry(timestamp, entry_text)
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st.success("Entry added!")
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if st.button("View my Entries"):
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st.session_state.journal.view_entries()
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st.write("Saved Entries:")
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entries_table = []
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for index, entry in enumerate(st.session_state.journal.entries, start=1):
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timestamp = entry["timestamp"]
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entry_text = entry["entry_text"]
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entries_table.append((index, timestamp, entry_text))
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st.table(entries_table)
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search_term = st.text_input("Search Entry:")
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filtered_entries = [
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(index, timestamp, entry_text)
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for index, (index, timestamp, entry_text) in enumerate(entries_table, start=1)
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if search_term.lower() in entry_text.lower()
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]
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if search_term:
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st.write("Filtered Entries:")
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st.table(filtered_entries)
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if st.button("Analyze my Emotions"):
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positive_count, negative_count, neutral_count = st.session_state.journal.sentiment_analysis()
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sentiment_df = pd.DataFrame({
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'Sentiment': ['Positive', 'Negative', 'Neutral'],
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'Count': [positive_count, negative_count, neutral_count]
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})
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st.bar_chart(sentiment_df.set_index('Sentiment'))
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if st.button("Create a Visual Representation of my Entry"):
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st.session_state.journal.generate_word_cloud()
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if __name__ == '__main__':
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main()
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requirements.txt
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
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|
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| 1 |
+
streamlit
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| 2 |
+
datetime
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| 3 |
+
textblob
|
| 4 |
+
wordcloud==1.8.1
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| 5 |
+
matplotlib
|
| 6 |
+
pandas
|
| 7 |
+
numpy
|
| 8 |
+
seaborn
|
| 9 |
+
transformers
|
| 10 |
+
torch
|