Transcript Twitter Data Streaming and Capturing for Tourism

Twitter Data Streaming and
Capturing for Tourism
Dashboard Application
Presented By:
Hamed Saif Albusaidi
Dept. of PG Studies, Middle East College,
Muscat, Oman
Twitter Data Streaming and Capturing for Tourism Dashboard Application
This paper Discuss how to capturing data in real time from social
media, especially twitter platform then analysing twitter users
sentiments, and visualize it on dashboard.
This topic is a part of
Big
Data
Twitter Data Streaming and Capturing for Tourism Dashboard Application
What is the Big Data?
Simply can define Big Data as all the data that generated by all
electronic devices like card bank, mobile application, smart
devices (like smart watches, smart gals, smart mobiles), social
media, etc.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
Smart devices like (phones,
cameras, sensors, smart
glass, smart watches, social
media, etc.) are the main
source of big data and this
devices are generated every
day a huge amount of
unstructured data.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
Volume
Variety
velocity
(volume, variety and velocity)
are three defining properties or
dimensions of big data.
Volume refers to the amount
of data, variety refers to the
number of types of data
and velocity refers to the speed
of data processing.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
The tourism sector has
become one of the most
growing sectors in the world,
where
converge
income
tourist states of the income of
oil-exporting countries, so
they can rely on this sector as
an alternative suitable for
countries' economies.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
Big Data can helps the
tourism industry to improving
the services provided to the
visitors, where can provides a
real data and statistics.
This data helps the decision
makers to make appropriate
decision.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
The existing system are focused in how to benefit from the analysis of
the feelings of tourists for their visit to 'Sacred Mount of Oropa' and
'Sacred Mount of Orta' (Piedmont Region, Italy) and how it can be to
used to manage to improve performance in the tourism services
available in this destination.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
Using of Twitter API Streaming to extracting data through Twitter is a
new revolution in the data mining, where can easily extract it or stored
in databases, and then can be used in the multiple purposes, including
future decisions in the tourism sector making.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
Twitter is one of the wealthiest social networking with data and the
most popular in the world wide web. With an estimated number of
users are more than 50 million of users, with more than 8 terabytes of
data generated per day and more than 70 million tweets are posts every
day and 800 tweets per second. The hashtag make it easy to look to the
hot trend at the time, and easily extracted and analysed.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
Display Data
in Dashboard
Server Open
Streaming
Connection
Received
Tweets
Stored Data
In DB
Extracting
Data
Twitter Data Streaming and Capturing for Tourism Dashboard Application
Twitter is one of the most important
social networking sites which is active
and richer live data that generated by
users per day, and as the hashtag
collects all tweets under the label and
one therefore extracted, it's simple if
used the appropriate tools. In this
research, all data will be extracted and
analysed from #hashtag directly in real
time using twitter API streaming at the
time when the hash is active
Twitter Data Streaming and Capturing for Tourism Dashboard Application
After extracting the data from the
Twitter #hashtag are stored in SQL
Server database, then displayed in the
dashboard after the entering key words
that represent the positive and negative
tweets. The visual dashboard displays
done after filtering this data and
represented as graphs in dashboard to
show the satisfaction about the tourism
services.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
Analyse twitter data using Microsoft Azure platform which provides
powerful Big Data solutions.
This platform are allow us to exporting data from twitter, then filter
it and classify it into three types (Positive, Negative and neutrals)
Twitter Data Streaming and Capturing for Tourism Dashboard Application
The dashboard is a tool for enterprise data
management, which displays live data to help
decision-makers to build appropriate decisions.
There are two types of dashboard, analytical and
operational.
Analytical dashboard used to display statistics as a
visible data, the second type of dashboard, is the
Operational dashboard that display alerts and
processes. Dashboard application can be developed
using Asp.net with programming language C# or any
other suitable software tools. This application
connected with SQL server database for data
retrievals.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
There are some limitations in the API of Twitter. It depends on
the total number of tweets you access via API, but usually you
can get tweets for the last 7-8 days (not longer, and it can be 12 days only). The 7 to 8 days time limit doesn’t allow us to
analyse historical trends.
Twitter Data Streaming and Capturing for Tourism Dashboard Application
Thank You for Your Attention