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app.py

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+# Importing Libraries
+# author:@aliicemill
+import nltk
+from PIL import Image
+import matplotlib.pyplot as plt
+import streamlit as st
+from nltk.corpus import stopwords
+from nltk.tokenize import word_tokenize
+import string
+import stylecloud
+
+# Downloading word clusters
+nltk.download('stopwords')
+nltk.download('punkt')
+
+def preprocess_and_create_stylecloud(file_path, output_name='stylecloud.png', 
+                                     icon_name='fas fa-laptop', lang='english'):
+    # read file
+    with open(file_path, 'r', encoding='utf-8') as f:
+        text = f.read()
+
+    # represent stopwords
+    stop_words = set(stopwords.words(lang))
+
+    # Remove punctuation marks
+    translator = str.maketrans('', '', string.punctuation)
+    text = text.translate(translator)
+
+    # Tokenize the text and convert to lowercase
+    tokens = word_tokenize(text.lower(), language=lang)
+
+    # Filter out stopwords
+    filtered_tokens = [word for word in tokens if word not in stop_words]
+
+    # Join filtered tokens
+    processed_text = ' '.join(filtered_tokens)
+
+    # Create StyleCloud
+    stylecloud.gen_stylecloud(text=processed_text,
+                              icon_name=icon_name,
+                              output_name=output_name)
+    # Show the generated StyleCloud
+    im = Image.open(output_name)
+    plt.figure(figsize=(10, 10))
+    plt.imshow(im)
+    plt.axis('off')  # Hide axes
+    plt.show()
+
+def create_stylecloud(text, language, icon):
+    output_file = "stylecloud.png"
+    
+    stylecloud.gen_stylecloud(text=text,
+                              icon_name=icon,
+                              output_name=output_file)
+    
+    return output_file
+
+st.title("WordCloud Creator")
+
+file = st.file_uploader("Import txt file", type=["txt"])
+
+if file is not None:
+    text = file.getvalue().decode("utf-8")
+    
+    language = st.radio("Language", ["tr", "en","fr","de"])
+    
+    icon_options = [
+    'fa-address-book', 'fa-address-card', 'fa-angry', 'fa-arrow-alt-circle-down', 'fa-arrow-alt-circle-left',
+    'fa-arrow-alt-circle-right', 'fa-arrow-alt-circle-up', 'fa-bell', 'fa-bell-slash', 'fa-bookmark', 'fa-building',
+    'fa-calendar', 'fa-calendar-alt', 'fa-calendar-check', 'fa-calendar-minus', 'fa-calendar-plus', 'fa-calendar-times',
+    'fa-caret-square-down', 'fa-caret-square-left', 'fa-caret-square-right', 'fa-caret-square-up', 'fa-chart-bar',
+    'fa-check-circle', 'fa-check-square', 'fa-circle', 'fa-clipboard', 'fa-clock', 'fa-clone', 'fa-closed-captioning',
+    'fa-comment', 'fa-comment-alt', 'fa-comment-dots', 'fa-comments', 'fa-compass', 'fa-copy', 'fa-copyright', 'fa-credit-card',
+    'fa-dizzy', 'fa-dot-circle', 'fa-edit', 'fa-envelope', 'fa-envelope-open', 'fa-eye', 'fa-eye-slash', 'fa-file',
+    'fa-file-alt', 'fa-file-archive', 'fa-file-audio', 'fa-file-code', 'fa-file-excel', 'fa-file-image', 'fa-file-pdf',
+    'fa-file-powerpoint', 'fa-file-video', 'fa-file-word', 'fa-flag', 'fa-flushed', 'fa-folder', 'fa-folder-open', 'fa-frown',
+    'fa-frown-open', 'fa-futbol', 'fa-gem', 'fa-grimace', 'fa-grin', 'fa-grin-alt', 'fa-grin-beam', 'fa-grin-beam-sweat',
+    'fa-grin-hearts', 'fa-grin-squint', 'fa-grin-squint-tears', 'fa-grin-stars', 'fa-grin-tears', 'fa-grin-tongue',
+    'fa-grin-tongue-squint', 'fa-grin-tongue-wink', 'fa-grin-wink', 'fa-hand-lizard', 'fa-hand-paper', 'fa-hand-peace',
+    'fa-hand-point-down', 'fa-hand-point-left', 'fa-hand-point-right', 'fa-hand-point-up', 'fa-hand-pointer', 'fa-hand-rock',
+    'fa-hand-scissors', 'fa-hand-spock', 'fa-handshake', 'fa-hdd', 'fa-heart', 'fa-hospital', 'fa-hourglass', 'fa-id-badge',
+    'fa-id-card', 'fa-image', 'fa-images', 'fa-keyboard', 'fa-kiss', 'fa-kiss-beam', 'fa-kiss-wink-heart', 'fa-laugh',
+    'fa-laugh-beam', 'fa-laugh-squint', 'fa-laugh-wink', 'fa-lemon', 'fa-life-ring', 'fa-lightbulb', 'fa-list-alt',
+    'fa-map', 'fa-meh', 'fa-meh-blank', 'fa-meh-rolling-eyes', 'fa-minus-square', 'fa-money-bill-alt', 'fa-moon',
+    'fa-newspaper', 'fa-object-group', 'fa-object-ungroup', 'fa-paper-plane', 'fa-pause-circle', 'fa-play-circle',
+    'fa-plus-square', 'fa-question-circle', 'fa-registered', 'fa-sad-cry', 'fa-sad-tear', 'fa-save', 'fa-share-square',
+    'fa-smile', 'fa-smile-beam', 'fa-smile-wink', 'fa-snowflake', 'fa-square', 'fa-star', 'fa-star-half', 'fa-sticky-note',
+    'fa-stop-circle', 'fa-sun', 'fa-surprise', 'fa-thumbs-down', 'fa-thumbs-up', 'fa-times-circle', 'fa-tired', 'fa-trash-alt',
+    'fa-user', 'fa-user-circle', 'fa-window-close', 'fa-window-maximize', 'fa-window-minimize', 'fa-window-restore'
+]
+    icon_options = list(map(lambda x : "fas "+x ,icon_options))
+
+    icon = st.selectbox("Icon Selection", icon_options, index=1)
+    
+    if st.button("Create"):
+        output_file = create_stylecloud(text, language, icon)
+        st.success(f"Here is your file: {output_file}")
+
+        image = Image.open(output_file)
+        st.image(image, caption='WordCloud', use_column_width=True)
+        
+        with open(output_file, "rb") as file:
+            btn = st.download_button(
+                label="Download WordCloud",
+                data=file,
+                file_name=output_file,
+                mime="image/png"
+            )

requirements.txt

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+pandas
+plotly
+streamlit
+yfinance
+pandas-datareader
+prophet
+nltk
+stylecloud
+pillow==9.4
+Image