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Pagination in Web Scraping

Apr 18, 20224 min read

Because it is essential to process step by step, I firstly wrote a post on web scraping. That post introduced the concept of web scraping applying to...

Pagination in Web Scraping

Deep Dive into UDFs with Pyspark

Mar 28, 20223 min read

Before getting into UDFs, knowing what predefined functions are is essential. For example, SQL Server has predefined functions, which are built-in...

Deep Dive into UDFs with Pyspark

Sentiment analysis on streaming Twitter data using Kafka, Spark Structured Streaming & Python (Part 3)

Mar 21, 20222 min read

Before jumping into this article, make sure you read the other parts of this project: Part 1 and Part 2. Goal The goal of this article is to visualise...

Sentiment analysis on streaming Twitter data using Kafka, Spark Structured Streaming & Python (Part 3)

Python vs Scala... Which one to choose when working with Apache Spark?

Feb 21, 20225 min read

According to Wikipedia, Apache Spark is an open-source unified analytics engine for large-scale data processing. A big decision for Big Data leaners...

Python vs Scala... Which one to choose when working with Apache Spark?

Getting started with Kafka - Twitter Streaming with Apache Kafka

Feb 7, 20226 min read

Kafka was first developed by LinkedIn while LinkedIn wanted to tracks the users' activity (page views, messages, etc...) in the platform. Later, the...

Getting started with Kafka - Twitter Streaming with Apache Kafka