Which of the following statements is true regarding self-collected HPV samples for cervical cancer screening?
Blog
Which of the following interventions has been shown to be mo…
Which of the following interventions has been shown to be most effective in reducing pain during IUD insertion for nulliparous individuals?
Most veins of the brain drain blood into the the dural venou…
Most veins of the brain drain blood into the the dural venous sinus and then flows into:
The most active portion of the nephron for resorption and se…
The most active portion of the nephron for resorption and secretion is the:
Which molecule is the main source of energy for cells?
Which molecule is the main source of energy for cells?
Below are examples from your lab work of the read_csv comman…
Below are examples from your lab work of the read_csv command in the highest_avg function. Which is the best approach for this exercise?
Given a DataFrame employees, with a column named salary, an…
Given a DataFrame employees, with a column named salary, an expression of the form employees[[‘salary’]] always returns a…
The pandas DataFrame candidates has, among other columns, th…
The pandas DataFrame candidates has, among other columns, the name of applicants for a job opening and a logical (or Boolean) column named complete which indicates whether or not the candidate’s application is complete. Which expression is best to get a DataFrame of all candidates with complete applications?
Minnesota is the “Land of 10,000 Lakes”. But did you know th…
Minnesota is the “Land of 10,000 Lakes”. But did you know there are more than 10,000 lakes in the state? There are so many lakes that coming up with unique names for the lakes is very difficult! The file mn_lakes.csv (right-click, open in new tab or window) contains a list of Minnesota lakes and some basic data about them. Write a function named most_common_lake_names that takes three arguments: a filename, a minimum acreage (a), and a minimum number (n). Of all lakes of at least a acres, return an array of lake names appearing at least n times. The array should be in alphabetical order, and exclude any unnamed lakes from your analysis. For full credit: Use pandas operations to do the analysis, and use no loops or list comprehensions. Submit either a .py or a .ipynb file Examples Calling your function with a minimum size of 0 and n = 1 should return all 5,072 unique lake names: In [1]: most_common_lake_names(‘mn_lakes.csv’, 0, 1) Out[1]: array([‘1st Little Gulch’, ‘2nd Little Gulch’, ‘4th Little Gulch’, …, ‘Zumbra-Sunny’, ‘Zumbro’, ‘Zumwalde’], dtype=object) Long Lake, Pelican Lake, Round Lake, and Trout lake are common (3 or more occurrences) among medium-sized (1000 acre or more) lakes: In [2]: most_common_lake_names(‘mn_lakes.csv’, 1000, 3) Out[2]: array([‘Long’, ‘Pelican’, ‘Round’, ‘Trout’], dtype=object) Bass, Cedar, and Clear lakes are among the most common (15 or more occurences) names for lakes of 50 acres or more: In [3]: most_common_lake_names(‘mn_lakes.csv’, 50, 15) Out[3]: array([‘Bass’, ‘Cedar’, ‘Clear’, ‘Crooked’, ‘Eagle’, ‘Fish’, ‘Goose’, ‘Horseshoe’, ‘Island’, ‘Johnson’, ‘Long’, ‘Loon’, ‘Mary’, ‘Moose’, ‘Mud’, ‘Perch’, ‘Pickerel’, ‘Pine’, ‘Rice’, ‘Round’, ‘Sand’, ‘Silver’, ‘Swan’, ‘Tamarack’, ‘Twin’, ‘Wolf’], dtype=object) Lake of the Woods, Leech, Mille Lacs, Rainy, Red, Superior, Vermilion, and Winnibigoshish are among Minnesota’s largest and most famous lakes. However, none of these names appear more than once among very large (30,000 acre or more) lakes: In [4]: most_common_lake_names(‘mn_lakes.csv’, 30000, 1) Out[4]: array([‘Lake of the Woods (MN)’, ‘Leech’, ‘Mille Lacs’, ‘Rainy’, ‘Red’, ‘Superior’, ‘Vermilion’, ‘Winnibigoshish’], dtype=object) In [5]: most_common_lake_names(‘mn_lakes.csv’, 30000, 2) Out[5]: array([], dtype=object)
In Uncle Tom’s Cabin, why does Eliza decide to run away from…
In Uncle Tom’s Cabin, why does Eliza decide to run away from the Shelby estate?