Today more and more tourists are visiting places where conditions are difficult, such as the Sahara desert or the Antarctica. What are the advantages and disadvantages for tourists who visit such places?

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transformation task is

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.

Python

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is

a

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interpreted, general purpose and dynamic programming

language

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.

Python

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comes with

range

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a range

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of readily available libraries to support tasks from web development to machine learning. The syntax of the programming

language

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is simple, intuitive and often simpler to learn for both programmers and non-programmers. Pandas is one of the

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library

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that is

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widely used for

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processing. The operations that

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performed with Hive could be done in

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python

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as follows

data

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= pd.read_csv("/../Video_Games_Sales_as_at_22_Dec_2016.csv")

sales_genre

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=

data

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[['Genre','

Global_Sales

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','Critic_Score']]

sales_genre

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=

sales_genre

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.round({'

Global_Sales

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':0})

sales_genre

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=

sales_genre

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.loc[

sales_genre

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['

Global_Sales

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'] > 0]

sales_genre

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=

sales_genre

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.sort_values(by="

Global_Sales

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" , ascending=False) The following are

main

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the main

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advantage

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of

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python

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for

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transformation. 1.Since it is a

full fledged

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programming

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there

are

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rich

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a rich

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set

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of functions and libraries like pandas, numpy and others to manipulate and process

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.

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example

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example,

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there are pre-defined functions like “describe” that

provides

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statistics on the

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.

sales_genre

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.describe() 2.We do not need to explicitly state the operations that

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to be done on the dataset.

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example

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example,

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for selecting the list of columns we just use the index [] notation to access the columns

instead

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of creating a new table or explicitly stating that with select. 3. It is easy to validate the

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operation with test functions of suits with

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python

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. We could write test cases to validate the operations or complex manipulation. The following are the main

disadvantage

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are

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1.We need to learn the programming

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to effectively use the libraries and to create scripts to process the

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. 2.The processing is done

in-memory

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in memory

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that is

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the

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needs to be read in full before processing it.

Where as

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in SQL the

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is done at the

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store itself. So

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makes it

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slower. --DELETED LINK-- --DELETED LINK-- thon-programming-

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