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# 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-laptop', 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()
#pip install pillow==9.4
preprocess_and_create_stylecloud(file_path='AI.txt',
output_name='computer_ai.png', icon_name='fas fa-laptop', lang='english')
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("Import txt file", 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']
icon = st.selectbox("İkon Seçimi", 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) |