1+
2+ from streamlit_option_menu import option_menu
3+ import streamlit as st
4+ import plotly .express as px
5+ from plotly .subplots import make_subplots
6+ import plotly .graph_objects as go
7+
8+ import matplotlib .pyplot as plt
9+ from wordcloud import WordCloud
10+
11+ import json
12+ from bs4 import BeautifulSoup
13+ import pandas as pd
14+ import datetime
15+ import random
16+ # Import date class from datetime module
17+ from datetime import date
18+
19+ import datetime
20+ #import config
21+
22+ import pickle as pkle
23+ import os .path
24+
25+ from streamlit_server_state import server_state , server_state_lock
26+
27+ import requests
28+ import streamlit .components .v1 as components
29+
30+ from vaderSentiment .vaderSentiment import SentimentIntensityAnalyzer
31+
32+
33+ st .set_page_config (page_title = "YouTube_comment_Analysis_Dash_App" , page_icon = "" , layout = "wide" )
34+
35+
36+ with st .sidebar :
37+ choose = option_menu ("Dash Menu" , ["About the Project" , "Video Summery Stats" , "Topic Search" , "Sentiment Analysis" , "WordCloud" ],
38+ icons = ['' ,'' , '' ,'' , '' ],
39+ menu_icon = "youtube" , default_index = 0 ,
40+ styles = {
41+ "container" : {"padding" : "5!important" , "background-color" : "#fafafa" },
42+ "icon" : {"color" : "black" , "font-size" : "25px" },
43+ "nav-link" : {"font-size" : "16px" , "text-align" : "left" , "margin" :"0px" , "--hover-color" : "#eee" },
44+ "nav-link-selected" : {"background-color" : "#636EFA" },
45+ }
46+ )
47+
48+
49+ if choose == "About the Project" :
50+ #Add the cover image for the cover page. Used a little trick to center the image
51+ col1 , col2 , col3 = st .columns ((.1 ,1 ,.1 ))
52+
53+ with col1 :
54+ st .write ("" )
55+
56+ with col2 :
57+ st .markdown (" <h1 style='text-align: center;'>YouTube Comment Analyser</h1>" , unsafe_allow_html = True )
58+ st .markdown ("<p style='text-align: center;'><i><b> YouTube-comments-Analyzer is a tool to analyze audience sentiment, "
59+ "perspective, topics, and engagement of YouTube video comments. It collects and preprocesses comments, performs "
60+ "sentiment analysis and topic modeling, and visualizes findings through an interactive dashboard. Beneficial for "
61+ "content creators, marketers, and researchers. </b></i></p>" , unsafe_allow_html = True )
62+ st .markdown ("<center><img src='https://github.com/kkrusere/Market-Basket-Analysis-on-the-Online-Retail-Data/blob/main/Assets/comments_analyzer.jpg?raw=1' width=300/></center>" , unsafe_allow_html = True )
63+
64+ with col3 :
65+ st .write ("" )
66+
67+ col1 , col2 = st .columns ( [0.8 , 0.2 ])
68+ with col1 : # To display the header text using css style
69+ st .markdown ("#### **About the Project:**" )
70+
71+ st .markdown ("""
72+
73+ ##### **Abstract**
74+
75+
76+ """ )
77+
78+ st .markdown ("##### ***Project Contributors:***" )
79+ st .markdown ("Kuzi Rusere" )
80+
81+
82+ elif choose == "Video Summery Stats" :
83+ col1 , col2 = st .columns ( [0.8 , 0.2 ])
84+ with col1 : # To display the header text using css style
85+ st .markdown (""" <style> .font {
86+ font-size:35px ; font-family: 'Cooper Black'; color: black;}
87+ </style> """ , unsafe_allow_html = True )
88+ st .markdown ('<p class="font">Video Summery Stats</p>' , unsafe_allow_html = True )
89+ keywords = ["Sentiment-Analysis" ] # this is going to be our keyword
90+
91+
92+
93+ st .markdown ("---" )
94+ ######################################################################
95+
96+
97+ #######################################################*******************************************************####################################################################
98+
99+ elif choose == "Topic Search" :
100+ #Add a file uploader to allow users to upload their project plan file
101+ st .markdown (""" <style> .font {
102+ font-size:35px ; font-family: 'Cooper Black'; color: black;}
103+ </style> """ , unsafe_allow_html = True )
104+ st .markdown ('<p class="font">Topic Search</p>' , unsafe_allow_html = True )
105+ #creating a list of the survey cycles that we are going to be collecting the data
106+
107+
108+ st .markdown ("---" )
109+ ######################################################################
110+
111+ ############################################################*******************************************########################################################
112+
113+ elif choose == "Sentiment Analysis" :
114+ st .markdown (""" <style> .font {
115+ font-size:35px ; font-family: 'Cooper Black'; color: black;}
116+ </style> """ , unsafe_allow_html = True )
117+ st .markdown ('<p class="font">Sentiment Analysis</p>' , unsafe_allow_html = True )
118+
119+ st .markdown ("---" )
120+ ######################################################################
121+
122+ #######################################################*******************************************###############################################################
123+
124+
125+ elif choose == "WordCloud" :
126+ st .markdown (""" <style> .font {
127+ font-size:35px ; font-family: 'Cooper Black'; color: black;}
128+ </style> """ , unsafe_allow_html = True )
129+ st .markdown ('<p class="font">WordCloud</p>' , unsafe_allow_html = True )
130+
131+ st .markdown ("---" )
132+ ######################################################################
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