Assume we are working with dataframe df and that this dataframe has a column named A. Consider the two lines of code below: temp=df.A temp=df. [A] Select the option that explain the difference between these two lines of code.
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- Suppose df is a Pandas DataFrame that contains several columns, including a single column containing lengths, as measured in kilometres. This column has a label containing the string 'km', which uniquely identifies it. Write a function km_to_miles, which accepts such a DataFrame df, and adds a new column on the right-hand side which contains the same length data converted into miles. The label for this new column should be the same as the label of the original length data, but with the string 'km' replaced with 'miles'. For the purposes of this question, assume a kilometre is equivalent to 0.621371 miles. (on python)Suppose a list contains the final exam results of CSE110, PHY111, and MAT110 of each student in a listed form. Your task is to sort the list based on a course name that will be given by the user and print the names after sorting. For example, a list looks likelst = [ ["Farzad",95,87,91] , ["Mahjabin",92,90,83], ["Sadman",87,92,80], ["Nakhla",85,94,90] ]where for each list, 1st index is name, 2nd index is CSE110, 3rd index is PHY111 and 4th index is MAT110. ===================================================== Hint:create a python function for sorting, then call it everytime instead of rewriting the code. Get the data in the individual lists from the given nested list. ===================================================== Sample InputMAT110 Sample OutputFarzadNakhlaMahjabinSadmanCreate a function in JAVASCRIPT which creates a table with Name and Age from the answers to the user prompts. The rows should be added automatically in case there is more answers.
- If you had the option of having a million-element list, which implementation of the size and isEmpty functions would you use? (Consider the issue with the University of Michigan's alumni database.) If you had the option of making a million little lists, how would you choose? Think about the challenge of tracking dependents for a million income tax filings.)On Assignment 4, Question 1, you were asked to solve the Assignment Difficulty problem.Now you're working on a function that you could use as part of your solution,and have come up with the following code."""def smallest_score(lst: list[int]) -> int:'''Valid sublists have at least 2 elements.Return the smallest score of any valid sublist of lst.lst is guaranteed to have at least 2 elements.'''in_order = lst[:]in_order.sort()res = in_order[1] - in_order[0]for i in range(len(in_order) - 1):res = min(res, in_order[i+1] - in_order[i])return res"""Unfortunately, your code is not correct.Below, write a Pytest test case that fails,but that should pass if your smallest_score function were correct.Write ONLY the Pytest test case; don't try to fix the busted smallest_score code."""# TODO Your pytest test function hereWrite a function which takes in a pandas dataframe and returns a modified dataframe that includes two new columns that contain information about the municipality and hashtag of the tweet. Function Specifications: Function should take a pandas dataframe as input. Extract the municipality from a tweet using the mun_dict dictonary given at the start of the notebook and insert the result into a new column named 'municipality' in the same dataframe. Use the entry np.nan when a municipality is not found. Extract a list of hashtags from a tweet into a new column named 'hashtags' in the same dataframe. Use the entry np.nan when no hashtags are found. Hint: you will need to mun_dict variable defined at the top of this notebook. ```
- Hello, I am having an error and cannot figure out how to solve this question. Could someone please assist? Please be advised, I am using PostgreSQL as that is what was used in class. Thus, I must use PLPGSQL Code CREATE OR REPLACE FUNCTION Moreno_03_bankTriggerFunction()RETURNS TRIGGERLANGUAGE PLPGSQLAS$$CREATE TRIGGER Wise_12_bankTriggerAFTER DELETE ON accountFOR EACH ROW EXECUTE PROCEDURE Moreno_15_bankTriggerFunction();c++ You have a list with student ratings. Into the hit list from two different universities University A evaluates students on a 5-point scale (0-failed ... 5-excellent) University B evaluates students on a 100 point scale (below 50 - failed. 50..59 = 2, 60..74 = 3, 75..89 = 4, 90..100 = 5) As a result of an error, the scores were mixed into the general list, without equalization It is necessary to sort all the marks in the list from the highest to the lowest, not forgetting that for example, a score of 5 on a 5-point scale is higher than 89 on a 100-point scale (Note 1: there are no grades below 50 at the university) (Note 2: Personality A is considered higher than B. That is, a score of 5 is better than 100)using c++ In this assignment you are going to implement your own version of university library system,Thesystem will have two different sides , the first one is to help the librarian to do his job and the other side for admin to manage every one permissions in the system , so You should provide the following features in your system: Admin view o Add/remove Studentso Add/remove librarian o Add/remove other admins Librarian viewo Add/Delete bookso Issue/Return bookso View bookso View Issued bookso Log in /log outo Search for the book(id/name) Simple backend for your system , You could use a file each row should represent itemo Books File should be something like:Id , Book Name, Author Name, Available quantity, Issued Quantity1,Oliver Twist, Charles Dickens,98,2In the previous the first row was the name of each column , you can do that or handle it in your code , id =1 , Book Name =Oliver Twist ..Etc. Tables neededo Books Id Book Name Author Name Available quantity Issued…
- Given there is a Textfield called studentNameTXT, a Dataset called theData, and a table called Student within the theData, and a field name called first_name. Write a code snippet to bind the student name to studentNameTXT3. Create a stored procedure named spDateRange that accepts two parameters, @DateMin and @DateMax, with data type varchar and default value null. If called with no parameters or with null values, raise an error that describes the problem. If called with non-null values, validate the parameters. Test that the literal strings are valid dates and test that @DateMin is earlier than @DateMax. If the parameters are valid, return a result set that includes the InvoiceNumber, InvoiceDate, InvoiceTotal, and Balance for each invoice for which the InvoiceDate is within the date range, sorted with earliest invoice first.you will be identifying which organisms are the tastiest. The tastiest organisms are the ones that appear the most times as a food source. For example if aquatic.txt was the input file, file_list will be: ["Bird,Prawn,Mussels,Crab,Limpets,Whelk\n", "Crab,Mussels,Limpets\n", "Fish,Prawn\n", "Limpets,Seaweed\n", "Lobster,Crab,Mussels,Limpets,Whelk\n", "Mussels,Phytoplankton,Zooplankton\n", "Prawn,Zooplankton\n", "Whelk,Limpets,Mussels\n", "Zooplankton,Phytoplankton"] Limpets and mussels appear the most times as a food source, making them the tastiest organisms. Here is a sample output using aquatic.txt: Enter the food web file name: aquatic.txt Predators and Prey: Bird eats Crab, Limpets, Mussels, Prawn, and Whelk Crab eats Limpets and Mussels Fish eats Prawn Limpets eats Seaweed Lobster eats Crab, Limpets, Mussels, and Whelk Mussels eats Phytoplankton and Zooplankton Prawn eats Zooplankton Whelk eats Limpets and Mussels Zooplankton eats Phytoplankton Apex Predators:…