When scrolling through social media, have you ever wondered: why are some people able to catch the latest trending topics right away? Why do certain accounts always manage to stay on top of the discussions? The answer lies in an “invisible helper”—Python. It is not some esoteric technology, but rather a tool that acts like … Read more
Take a closer look at objective data (such as risk control data, mainline data, technical data, and market data). Once you follow objective indicators, seek subjective corroboration (such as opinions from influential figures and institutional research reports), combine them with operational details, and summarize frequently, you will find that this approach truly benefits you from … Read more
Lib: flair Sentiment Analysis (SA), also known as Opinion Mining (OM), is a core task in the field of artificial intelligence. Current mainstream sentiment analysis methods can be divided into three categories: rule-based methods (VADER (GitHub 4.6k stars): a sentiment analysis tool based on dictionaries and rules; Content Analysis | LIWC2015 Dictionary-Chinese: quantifying text sentiment … Read more
NLTK (Natural Language Toolkit) is an open-source Python library used for natural language processing. NLTK is a powerful toolkit for natural language processing, and below are some common uses of NLTK in this field: Part-of-Speech Tagging: Tags words with their parts of speech in a sentence, such as nouns, verbs, etc. Tokenization: Splits text into … Read more
▲ Click the card above to follow me The Must-See Tool for Chinese Sentiment Analysis – SnowNLP As a programmer obsessed with natural language processing, I am always on the lookout for Python libraries that can quickly solve practical problems. Today, I want to talk about SnowNLP, which is definitely a little star in the … Read more
Have you ever wondered how computers understand the words we humans write and say? This is precisely what Python’s Natural Language Processing (NLP) aims to achieve! For instance, it can automatically analyze the theme of an essay we write; various intelligent translation software can instantly convert our spoken Chinese into English. Why Python is Important … Read more
In today’s digital age, sentiment analysis is a powerful text analysis tool widely used in market research, public opinion monitoring, customer service, and many other fields. The emergence of the BERT (Bidirectional Encoder Representations from Transformers) model has brought significant breakthroughs to sentiment analysis. Today, let’s delve into how to use BERT for Chinese sentiment … Read more
Last night, while lying in bed scrolling through Moments, a quirky thought popped into my head: what if I could use Python to analyze my Moments and see who I resonate with the most? That would be so interesting! Without hesitation, I jumped up and started tinkering with the code. Don’t laugh, this isn’t just … Read more