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DSCI 200 foundations of data science

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Project Problems IMPORTANT NOTE: YOU'VE MUST USE SPYDER PYTHON TO COMPLETE THE PROJECT SUCCESSFULLY. INCLUDING, SEE ATTACHMENTS PROVIDED FOR GUIDANCE. Problem 1 Generate a series (name it a) with 500 random numbers from the standard normal distribution. Find the mean, median, var, std( standard deviation), quantile(0.8), sum, prod, count. Calculate the descriptive statistics for a data frame.

Problem 2 Generate a data frame with shape 100x4 from a normal distribution N(20, 100). For all the columns, find the mean, median, mode, var, std( standard deviation), quantile(0.8) For column 0, find the mean, median, var, std( standard deviation), quantile(0.8) Problem 3 Generate a data frame with the shape (200, 4) from random integers between 1 and 6, inclusive. Calculate the covariance and correlation among the four columns.?

Calculate the covariance and correlation between the first column and the third column. Problem 4 Generate a data set(spread)with size =500 from a normal distribution with mean 20 and variance 100. Generate a data set(center)with size =50 with value of 20. Generate a data set(flier_high)with size =10 from a normal distribution with mean 100 and variance 100. Generate a data set(flier_low)with size =10 from a normal distribution with mean -60 and variance 100.

Concatenate the four arrays(spread, center, flier_high, flier_high, flier_low) to a new data set called 'data'. Draw the basic boxplot for ‘data’. Draw the notched boxplot for 'data’ Draw the boxplot for 'data' without outlier points. Draw the histogram of the data. Problem 5 SEE ATTACHMENT: Read data 'DC bike sharing.csv.' Draw the basic boxplot for the 'temp.' Draw the boxplot for the 'casual' without outlier points. Plot the histogram of 'cnt' with bins=40. Plot the histogram of 'season'. Submission Your python codes ?

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MIS275 Decision Analytics

Task: Assignment Details: You are required to develop a spreadsheet-based decision model that can be used to investigate and explore decisions and risks relating to taking a business loan (e.g. for investment) for a small-to-medium sized business. The model needs to be generic enough to enable the ...

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BUAD 5350-Data Analysis for Decision Making

Assignment A.One operation of a mill is to cut pieces of steel into parts that will later be used as the frame for front seats in an automo-bile. The steel is cut with a diamond saw and requires the result-ing parts to be within {0.005 inch of the length specified by the automobile company. Data ar ...

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HI6007 Statistics for Business Decisions

Task: The questions to be answered are; Question 1 Data showing the population by state in millions of people follow (The World Almanac, 2012). The dataset in Excel file 2012Population.xlsx. a. Develop a frequency distribution, a percent frequency distribution, and a histogram. Use a class width ...

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MIS 500 Data Analytics and Business Intelligence

Portfolio project requirements Your written Portfolio Project should meet the following requirements:  • Provide at least two paragraphs of detailed information about the project, the site, and the dataset used.• Provide the code with your modification comments. • Include screen ...

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