Write a code in python Select an API of your choice. Make at least 10 requests to this API with different querying values. For example, you could look up the weather information for 10 different cities or the stock price information for 10 different companies. On each request, the API must return at least 5 pieces of information. E. g. if you are using a weather API, the API may return the max temperature, min temperature, rainfall amount, humidity, UV index for each city. Store the values returned for each request in a pandas data frame. That is, the data
frame would have at least 5 columns (one for each category of data provided by the API) and at least 10 rows.

The idea that, for each pair of devices v and w, there’s a strict dichotomy between being “in range” or “out of range” is a simplified abstraction. more accurately, there’s a power decay function f (·) that specifies, for a pair of devices at distance δ, the signal strength f(δ) that they’ll be able to achieve on their wireless connection. (we’ll assume that f (δ) decreases with increasing δ.) we might want to build this into our notion of back-up sets as follows: among the k devices in the back-up set of v, there should be at least one that can be reached with very high signal strength, at least one other that can be reached with moderately high signal strength, and so forth. more concretely, we have values p1 ≥ p2 ≥ . . ≥ pk, so that if the back-up set for v consists of devices at distances d1≤d2≤≤dk, thenweshouldhavef(dj)≥pj foreachj. give an algorithm that determines whether it is possible to choose a back-up set for each device subject to this more detailed condition, still requiring that no device should appear in the back-up set of more than b other devices. again, the algorithm should output the back-up sets themselves, provided they can be found.\