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.

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