Airline traffic management analysis
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The document discusses an analysis of air traffic management using big data, focusing on services like analyzing flight delays and cancellations. It introduces tools and frameworks such as Hadoop, Hive, and Pig, which facilitate the processing and analysis of large datasets. Additionally, it highlights the capabilities of Tableau for data visualization and business intelligence.
Airline traffic management analysis
- 1. AIR TRAFFIC MANAGEMENT ANALYSIS ON BIG DATA Submitted By : Sumit Mendiratta
- 2. OBJECTIVE The goal of airline traffic management analysis is to maintain data of different airline companies and analyze it based on various factors. The list of services provided by the application area as follows: Analyzing flights delay Analyzing flights cancellations To study flight diversions Traffic Density http://stat-computing.org/dataexpo/2009/the- data.html
- 3. DID YOU KNOW ? In 2006 , there are 28 million scheduled flight departures and carried over 2 billion passengers. 2000 Airlines operating more than 23,000 aircrafts rendering service to 3700 Airports.
- 4. DIFFERENT TYPES OF DATA Structured Data Semi-Structured Data Unstructured Data
- 5. WHAT IS BIG DATA ? “BIG DATA” is similar to “Small Data” , but bigger in size. But it requires different : - Approaches - Techniques - Tools - Architecture
- 6. WHY “BIG DATA” ?? WALMART handles more than 1 million customer transactions every hour . FACEBOOK handles 40 billion of photos from its user base.
- 7. DECODING THE HUMAN GENOME ORIGINALLY TOOK 10 YEARS TO PROCESS; NOW IT CAN BE ACHIEVED IN ONE WEEK.
- 9. WHAT IS HADOOP ?? HADOOP is a framework that allows for the distributed processing of large data sets across clusters of commodity computers. It is an OPEN SOURCE DATA MANAGEMENT with scale out storage & distributed processing.
- 11. HADOOP ECOSYSTEM
- 12. WHAT IS HIVE ?? Apache Hive is an open-source data warehouse system for querying and analyzing large datasets stored in Hadoop files. Hadoop is a framework for handling large datasets in a distributed computing environment.
- 13. WHAT IS PIG ?? PIG is a platform for analyzing large sets that consist of a high-level language for expressing data analysis programs. PIG generates and compliles a Map/Reduce program on the fly.
- 14. “ HIVE ” VS “ PIG ”
- 15. WHAT IS TABLEAU ? Tableau is business intelligence software that allows anyone to easily connect to data, then visualize and create interactive, sharable dashboards. It's easy enough that any.
- 16. FEATURES OF TABLEAU Support for Statistical Data Files New Data-Preparation Features Ad-Hoc Calculations Query Performance Improvements Smart Maps Admin Views
- 17. FLIGHT DELAYS
- 18. FLIGHT CANCELLATIONS Cancellation Code Description A Carrier B Weather C National Air System D Security
- 19. DEMO