Find all the statistics of the highest valued (Value) player.Your output must be a dict whose keys are all the column names in the dataset, and the corresponding values are the values under that column for the player with the highest Value.You do not have to worry about any ties. There is a unique player in the dataset with the highest Value.

Your task is to write a function find_best_game , which takes a string argument stats . The string will contain multiple lines in a format shown in the example below:player1_stats = """Catan: 10 15 30 50 Incan Gold : 30 70 40 140 70 Coup : 50 70 90"""result = find_best_game(player1_stats)print(result) # ['Incan Gold', 70.0]As shown above, each line contains statistics for a single game in form of <name_of_game>: <points> (colon : is the separator between name and points). <points> will be a space-separated sequence of integers, representing the points scored by the player in multiple instances of that game. The function find_best_game returns a list with two items — the first item must be name of the game with highest average points, and the second item must be the average points for that game. In the example shown above, average points for "Catan", "Incan Gold" and "Coup" are 26.25, 70.0 and 70.0, respectively. In case of a tie, just choose the game that appears first.Important notes/assumptions:There will be no blank lines and there will be at least one line in the argument string stats <name_of_game> can contain spaces in middle and those spaces must be preserved. Spaces at beginning and end of the name must be removed.There will be zero or more spaces:at beginning and end of each linebefore and after colon : There will be one or more spaces between integers in <points> There will be at least one integer in <points>

Problem StatementIn a gaming tournament, players are ranked in ascending order based on their scores. Your task is to design a program using binary search to determine the score of the player positioned at the kth place, enabling the organizers to swiftly identify individual performance levels. The program takes the total number of players, their sorted scores, and the rank (k) as input, and outputs the score of the player ranked at the kth position(position value starts from 1).Input format :The first line of input consists of an integer N, representing the total number of players in the tournament.The second line consists of N distinct space-separated integers, representing the sorted list of players' scores.The third line consists of an integer k, representing the rank of the player whose score needs to be determined.Output format :The output prints a single integer, representing the score of the player ranked at position k in the tournament.Code constraints :1 ≤ N ≤ 101 ≤ score ≤ 1001 ≤ k ≤ NSample test cases :Input 1 :712 15 34 47 49 57 583Output 1 :34Input 2 :624 25 37 48 98 995Output 2 :98

A dataset contains the following values: 23, 28, 37, 23, 45, 49, 37, 62. Rank the values. Which rank is associated with value 37?643.54.5

Question 2: Given a list of student names and their corresponding scores:student_scores = ["John: 85", "Emma: 92", "Michael: 78", "Sophia: 95", "William: 88"]Create a dictionary using a dictionary comprehension where the student name is the key and the score is the value. Only include students whose scores are greater than or equal to 90.

Imagine a sports event where participants are ranked based on their performance, and medals are awarded to the best athletes. In this scenario, you have an array of athletes' performance scores and you want to identify the kth largest score among all the scores.ExampleInput:N = 5, scores = {3, 5, 1, 2, 4}k = 1Output:5Explanation: The 1st largest score in the provided scores {3, 5, 1, 2, 4} is 5.Input format :The first line of input consists of an integer N, representing the number of athletesThe second line consists of N space-separated integers, representing the athlete scores.The third line consists of an integer k.Output format :The output prints the kth largest score.Refer to the sample output for formatting specifications.Code constraints :1 ≤ N ≤ 201 ≤ scores ≤ 100Sample test cases :Input 1 :53 5 1 2 41Output 1 :5Input 2 :610 20 30 40 50 604Output 2 :30