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Sleeping
| # Gerekli kütüphaneleri içe aktar | |
| import nltk | |
| from nltk import * | |
| from nltk.corpus import stopwords | |
| from nltk.tokenize import word_tokenize | |
| import string | |
| import stylecloud | |
| from PIL import Image | |
| import matplotlib.pyplot as plt | |
| # NLTK kütüphanesinden gerekli bileşenleri indir | |
| nltk.download('stopwords') | |
| nltk.download('punkt') | |
| def preprocess_and_create_stylecloud(file_path, output_name='stylecloud.png', | |
| icon_name='fas fa-coffe', lang='english'): | |
| # Metni dosyadan oku | |
| with open(file_path, 'r', encoding='utf-8') as f: | |
| text = f.read() | |
| # Türkçe stopwords listesini yükle | |
| stop_words = set(stopwords.words(lang)) | |
| # Noktalama işaretlerini kaldır | |
| translator = str.maketrans('', '', string.punctuation) | |
| text = text.translate(translator) | |
| # Metni tokenlere ayır ve küçük harfe çevir | |
| tokens = word_tokenize(text.lower(), language=lang) | |
| # Stopwords'ü filtrele | |
| filtered_tokens = [word for word in tokens if word not in stop_words] | |
| # Filtrelenmiş tokenleri birleştir | |
| processed_text = ' '.join(filtered_tokens) | |
| # StyleCloud oluştur | |
| stylecloud.gen_stylecloud(text=processed_text, | |
| icon_name=icon_name, | |
| output_name=output_name) | |
| # Oluşturulan StyleCloud'u göster | |
| im = Image.open(output_name) | |
| plt.figure(figsize=(10, 10)) | |
| plt.imshow(im) | |
| plt.axis('off') # Eksenleri gizle | |
| plt.show() | |
| import streamlit as st | |
| import stylecloud | |
| 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("Text File Import", type=["txt"]) | |
| if file is not None: | |
| text = file.getvalue().decode("utf-8") | |
| language = st.radio("Language", ["tr", "en"]) | |
| icon_options = [ | |
| "fas fa-car", | |
| "fas fa-star", | |
| "fas fa-trophy", | |
| "fas fa-heart", | |
| "fas fa-wifi", | |
| "fas fa-laptop", | |
| "fas fa-coffee", | |
| "fas fa-radio", | |
| "fas fa-snowflake", | |
| "fas fa-apple", | |
| "fas fa-basketball-ball", | |
| "fas fa-bell", | |
| "fas fa-bicycle", | |
| "fas fa-binoculars", | |
| "fas fa-birthday-cake", | |
| "fas fa-blender", | |
| "fas fa-bomb", | |
| "fas fa-book", | |
| "fas fa-bowling-ball", | |
| "fas fa-box", | |
| "fas fa-bread-slice", | |
| "fas fa-briefcase", | |
| "fas fa-broom", | |
| "fas fa-brush", | |
| "fas fa-bug", | |
| "fas fa-building", | |
| "fas fa-bullhorn", | |
| "fas fa-bullseye", | |
| "fas fa-bus", | |
| "fas fa-calculator", | |
| "fas fa-calendar", | |
| "fas fa-camera", | |
| "fas fa-campground", | |
| "fas fa-candy-cane", | |
| "fas fa-carrot", | |
| "fas fa-cat", | |
| "fas fa-chair", | |
| "fas fa-chess", | |
| "fas fa-chess-king", | |
| "fas fa-chess-knight", | |
| "fas fa-chess-pawn", | |
| "fas fa-chess-queen", | |
| "fas fa-chess-rook", | |
| "fas fa-child", | |
| "fas fa-church", | |
| "fas fa-circle", | |
| "fas fa-city", | |
| "fas fa-clipboard", | |
| "fas fa-clock", | |
| "fas fa-cloud", | |
| "fas fa-cloud-moon", | |
| "fas fa-cloud-sun", | |
| "fas fa-cocktail", | |
| "fas fa-code", | |
| "fas fa-coins", | |
| "fas fa-compass", | |
| "fas fa-cookie", | |
| "fas fa-couch", | |
| "fas fa-crown", | |
| "fas fa-cube", | |
| "fas fa-database", | |
| "fas fa-desktop", | |
| "fas fa-dice", | |
| "fas fa-dog", | |
| "fas fa-dragon", | |
| "fas fa-drum", | |
| "fas fa-dumbbell", | |
| "fas fa-envelope", | |
| "fas fa-eye", | |
| "fas fa-fan", | |
| "fas fa-feather", | |
| "fas fa-fighter-jet", | |
| "fas fa-fire", | |
| "fas fa-fire-extinguisher", | |
| "fas fa-flag", | |
| "fas fa-flask", | |
| "fas fa-football-ball", | |
| "fas fa-frog", | |
| "fas fa-gamepad", | |
| "fas fa-gem", | |
| "fas fa-gift", | |
| "fas fa-glasses", | |
| "fas fa-globe", | |
| "fas fa-guitar", | |
| "fas fa-hammer", | |
| "fas fa-hat-cowboy", | |
| "fas fa-headphones", | |
| "fas fa-helicopter", | |
| "fas fa-home", | |
| "fas fa-hourglass", | |
| "fas fa-ice-cream", | |
| "fas fa-inbox", | |
| "fas fa-key", | |
| "fas fa-laptop", | |
| "fas fa-leaf", | |
| "fas fa-lemon", | |
| "fas fa-lightbulb", | |
| "fas fa-lock", | |
| "fas fa-magic", | |
| "fas fa-map", | |
| "fas fa-microphone", | |
| "fas fa-moon", | |
| "fas fa-motorcycle", | |
| "fas fa-mountain", | |
| "fas fa-mug-hot", | |
| "fas fa-music", | |
| "fas fa-newspaper", | |
| "fas fa-palette", | |
| "fas fa-paw", | |
| "fas fa-peace", | |
| "fas fa-pen", | |
| "fas fa-penguin", | |
| "fas fa-phone", | |
| "fas fa-pizza-slice", | |
| "fas fa-plane", | |
| "fas fa-plant", | |
| "fas fa-plug", | |
| "fas fa-poo", | |
| "fas fa-print", | |
| "fas fa-puzzle-piece", | |
| "fas fa-robot", | |
| "fas fa-rocket", | |
| "fas fa-route", | |
| "fas fa-rss", | |
| "fas fa-satellite", | |
| "fas fa-shield-alt", | |
| "fas fa-shipping-fast", | |
| "fas fa-shoe-prints", | |
| "fas fa-skull", | |
| "fas fa-smile", | |
| "fas fa-space-shuttle", | |
| "fas fa-spider", | |
| "fas fa-sun", | |
| "fas fa-swatchbook", | |
| "fas fa-sword", | |
| "fas fa-table-tennis", | |
| "fas fa-tag", | |
| "fas fa-taxi", | |
| "fas fa-teeth", | |
| "fas fa-theater-masks", | |
| "fas fa-thermometer", | |
| "fas fa-toolbox", | |
| "fas fa-train", | |
| "fas fa-tree", | |
| "fas fa-tshirt", | |
| "fas fa-umbrella", | |
| "fas fa-utensils", | |
| "fas fa-venus", | |
| "fas fa-virus", | |
| "fas fa-walking", | |
| "fas fa-water", | |
| "fas fa-webcam", | |
| "fas fa-wine-bottle", | |
| "fas fa-wrench", | |
| "fas fa-yin-yang", | |
| "fas fa-anchor", | |
| "fas fa-battery-full", | |
| "fas fa-bowling-pins", | |
| "fas fa-brain", | |
| "fas fa-bugle", | |
| "fas fa-campfire", | |
| "fas fa-chess-bishop", | |
| "fas fa-cloud-showers-heavy", | |
| "fas fa-crow", | |
| "fas fa-dice-d20", | |
| "fas fa-feather-alt", | |
| "fas fa-fighter-jet", | |
| "fas fa-film", | |
| "fas fa-football-helmet", | |
| "fas fa-frog", | |
| "fas fa-funnel-dollar", | |
| "fas fa-gas-pump", | |
| "fas fa-gifts", | |
| "fas fa-glasses", | |
| "fas fa-hiking", | |
| "fas fa-ice-skate", | |
| "fas fa-laptop-medical", | |
| "fas fa-mitten", | |
| "fas fa-mosque", | |
| "fas fa-oil-can", | |
| "fas fa-palette", | |
| "fas fa-parachute-box", | |
| "fas fa-pepper-hot", | |
| "fas fa-piggy-bank", | |
| "fas fa-robot", | |
| "fas fa-route", | |
| "fas fa-ruler", | |
| "fas fa-ruler-combined", | |
| "fas fa-shapes", | |
| "fas fa-skating", | |
| "fas fa-sleigh", | |
| "fas fa-smoking", | |
| "fas fa-snowboarding", | |
| "fas fa-snowplow", | |
| "fas fa-stethoscope", | |
| "fas fa-stroopwafel", | |
| "fas fa-subway", | |
| "fas fa-swatchbook", | |
| "fas fa-swimmer", | |
| "fas fa-tachometer-alt", | |
| "fas fa-theater-masks", | |
| "fas fa-tractor", | |
| "fas fa-tree-decorated", | |
| "fas fa-tree-large", | |
| "fas fa-truck-monster", | |
| "fas fa-tv-retro", | |
| "fas fa-umbrella-beach", | |
| "fas fa-unicorn", | |
| "fas fa-user-astronaut", | |
| "fas fa-user-ninja", | |
| "fas fa-user-secret", | |
| "fas fa-volleyball-ball", | |
| "fas fa-walking", | |
| "fas fa-wind", | |
| "fas fa-window-maximize", | |
| "fas fa-windsock", | |
| "fas fa-wine-glass", | |
| "fas fa-wizard-hat", | |
| "fas fa-yen-sign", | |
| "fas fa-zeppelin" | |
| ] | |
| icon = st.selectbox("Select Icon", icon_options, index=1) | |
| if st.button("Create"): | |
| output_file = create_stylecloud(text, language, icon) | |
| st.markdown(f"### [Download WordCloud](./{output_file})") | |
| image = Image.open(output_file) | |
| st.image(image, caption='WordCloud', use_column_width=True) |