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Understanding Flight Cancellations and Rescheduling in Airlines Using Databricks and PySpark

Brahmareddy — Fri, 09 Aug 2024 23:44:10 GMT

In the airline industry, it’s important to manage flights efficiently. Knowing why flights get canceled or rescheduled helps improve customer satisfaction and operational performance. In this article, I’ll show you how to use Databricks and PySpark to analyze flight data. We’ll cover setting up Databricks, importing and cleaning data, exploring the data, building a model to predict cancellations, and automating the process.

Please read the complete case study at - https://blog.det.life/understanding-flight-cancellations-and-rescheduling-in-airlines-using-databricks-and-pyspark-df1691c2bc77?sk=2b4d23cede35dfc6ad69513729f18b29

Re: Understanding Flight Cancellations and Rescheduling in Airlines Using Databricks and PySpark

szymon_dybczak — Sat, 10 Aug 2024 16:31:19 GMT

Hi @Brahmareddy ,

Thanks for sharing. Really interesting article.

Re: Understanding Flight Cancellations and Rescheduling in Airlines Using Databricks and PySpark

Rishabh-Pandey — Sat, 10 Aug 2024 16:34:48 GMT

@Brahmareddy Interesting one , thanks for sharing

Re: Understanding Flight Cancellations and Rescheduling in Airlines Using Databricks and PySpark

Brahmareddy — Sat, 10 Aug 2024 16:38:18 GMT

Thanks, Rishabh for your feedback.

Re: Understanding Flight Cancellations and Rescheduling in Airlines Using Databricks and PySpark

Brahmareddy — Sat, 10 Aug 2024 16:39:07 GMT

Thanks Slash.