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TextBlob is a package built on top of two other packages, one of them is called Natural Language Toolkit, known mainly in its abbreviated form as NLTK, and the other is Pattern. NLTK is a traditional package used for text processing or Natural Language Processing (NLP), and Pattern is built...
Cássia Sampaio
When I started learning Data Analysis a few years ago, the first thing I learned was SQL and Pandas. As a data analyst, it is crucial to have a strong foundation in working with SQL and Pandas. Both are powerful tools that help data analysts efficiently analyze and manipulate stored...
Guest Contributor
Among the plenty of string operations, splitting a string is a significant one, offering the capability to divide a large, composite text into smaller, manageable components. Typically, we use a single delimiter like a comma, space, or a special character for this purpose. But what if you need to split...
Dimitrije Stamenic
In programming, data often doesn't come in a neat, ready-to-use format. This is particularly true when we deal with strings, which often need to be cleaned, formatted, or manipulated in some way before they can be used effectively. One common issue we encounter is the presence of unwanted whitespaces -...
In today's digital world, there is a vast amount of text data created and transferred in the form of news, tweets, and social media posts. Can you imagine the time and effort needed to process them manually? Fortunately, Natural Language Processing (NLP) techniques help us manipulate, analyze, and interpret text...
Shri Varsheni
String formatting, in simple terms, is the process of constructing a string by inserting some specific or computed data into a string placeholder. This is an indispensable tool when you're dealing with user-friendly outputs, debugging logs, or generating dynamic text for various purposes. Python offers multiple ways to format strings....
SQL joins are fundamental operations used to combine data from multiple tables based on common columns. A solid understanding of SQL joins is crucial for effective querying and data manipulation. In this article, we will explore the various types of joins, their practical usage, and important considerations when using them....
In data-driven fields like data analysis, machine learning, and web development, you often need to transform data from one format to another to fit particular needs. A common requirement is to convert a Python list to a CSV string, which enables the sharing and storage of data in a universally...
In machine learning, the bias-variance trade-off is a fundamental concept affecting the performance of any predictive model. It refers to the delicate balance between bias error and variance error of a model, as it is impossible to simultaneously minimize both. Striking the right balance is crucial for achieving optimal model...
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