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Air traffic landing statistics is another interesting data. A dataset is available

(https://data.world/sanfrancisco/fpux-q53t). However, there might be other dataset as well. Your

goal is to find for more dataset and then identify task (that generates some meaningful insight)

and prepare that dataset accordingly.

Instructions regarding the Projects:

a. Data collection

b. Data Preprocessing and Cleaning

c. Data Visualization

d. Data Statistics(Summary of statistics)

e. Hypothesis Testing

f. Prediction Task(Using Machine Learning Model)

Any kind of interesting facts about data(e.g., kind of different studies which can be done

using the collected data), innovative ideas, and/or research ideas (Manipulation or

enhancements of existing techniques for better results) will also be considered during

evaluation and will be highly appreciated.


A certain store has four ways of handling returns: cash refund, credit to account, exchange, or refusal. The manager claims that the four ways are equally probable.to test this hypothesis, 108 customers were sampled with the following results 

Type

Cash

Credit

exchange

Refusal

Count

34

27

32

15

 Does the data support the managers claim at 5 %



“It has been seen that justice is an important moral concept on an individual level. On a

societal level it is an equally important moral concept used in evaluating actions of

society’s institutions.”

Examine the Five theories of Justice. 35 marks


critically analyze the three popular authoritative source of ethics, ( self-interest, religious tradition, conscience) 35 marks


In your own words, discuss as to how philosophies are reflected into business practices. Give concrete examples. Develop it into a paragraph with at least 300 words.


Provide examples in support of how the less developed countries lags behind the developed countries due to indigenous factors.


Britain occupied the South Africa of today once or twice?


Provide a brief description of the difference between the North and the South in terms of development.


Which town does Iris Berger observe as the centre for the development of the Mfengu collective consciousness?

The 143 years of reigning the Cape of Good Hope since 1652 was known as the era of the

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