In: Statistics and Probability
describe to us what big data is and share with us an example? What are some ethical considerations in how the data was gathered and how it might be used for research or other purposes? What about big data makes these considerations similar or different to data obtained through traditional real-world experimental methods?
The big data revolution has completely changed the market
research situation. The breakdown of information created by the
exploding social culture has given rise to great interest, it can
reveal the true wishes of users. A new type of customer is
defined.
Big data means big data - it can be either structured or
unstructured, arising from daily activities or business operations.
It is used to gain insight into better decision-making and refining
strategies and goals.
Quantity - Data collected from different sources, for example,
credit card users How many VISA cards do you use? What are the
stores / malls / internet? Which geography? Age group? Worker?
Etc.
Speed - A lot of data comes in at a fast rate and needs to be run
faster, for example with GPS up to 1,000 cylinders from companies
like Uber.
DIFFERENCES DATA - Digital data / data from email, SMS, video, MP3
/ audio, written data, etc.
Using Business Intelligence to Improve Your Capacity and Business
are as follows:
Set your price
Promote the product
Get customer orders
Make a sales estimate
Follow up customers repeatedly to send
flyers or thank yous
Credit Management
Purchasing of raw materials
(purchases)
Make lemonade
Manage formulas
Maintain record of production
Save original transaction data
Sales, purchases of raw materials, payroll,
rebates
Provides sales forecast data, credit
management, cash management
Security and Ethics Challenges:
Ineffective sharing of data or moving in
the wrong place and within a functional area can lead to breaches
of security and movement of highly sensitive data both inside and
outside the organization. The solution is to violate strict data
and information sharing rules.
Senior or middle management sometimes
exchanges mixed information about a company’s finances, sales, or
assets. Etc. Competitors or other countries for their own benefit.
The solution is to develop ethics and accountability for the
company
People also transform the data in their
hobbies into a hierarchy or department for personal and
professional benefits such as growth / promotion / appreciation.
Etc. For their benefit and hide them from senior management or
investors. This creates serious problems for all team members. The
decision is a shout out to the police and encourages all employees
to act immediately.