This will be done in Jupyter notebook using pandas and numpy.
you are given a seed characteristics dataset. The dataset file is slightly modified and included in the zip file for easier reading (please put it in the same directory as this notebook file). The dataset includes measurements of geometrical properties of kernels belonging to three different varieties of wheat: Kama, Rosa and Canadian (which are represented with group feature). For each group you have 70 instances each. You can find the information about the dataset (here)[info about the dataset https://archive.ics.uci.edu/ml/datasets/seeds]. Answer the seven questions provided below. Provide your remarks as comments.
{1} Create a new parameter ‘kgl’ for discretizing the ‘kernel_groove_length’ feature, which can take the values ‘high’ and ‘low’.
{2} Create an equiwidth histogram for the area feature width 20 bins.
{3}Create an equi-frequency histogram plot for ‘perimeter’ feature using 20 bins.
{4}Perform a subgroup analysis by visualizing the ‘compactness’ and ‘kgl’ features with violinplots.
{5}Create a boxplot for asymmetry_coef parameter.
{6}Analyze the relationship between kernel length and kernel width parameter.
{7}Create a star plot for average kernel length, kernel width, perimeter, compactness and area features from each group.
Delivering a high-quality product at a reasonable price is not enough anymore.
That’s why we have developed 5 beneficial guarantees that will make your experience with our service enjoyable, easy, and safe.
You have to be 100% sure of the quality of your product to give a money-back guarantee. This describes us perfectly. Make sure that this guarantee is totally transparent.
Read moreEach paper is composed from scratch, according to your instructions. It is then checked by our plagiarism-detection software. There is no gap where plagiarism could squeeze in.
Read moreThanks to our free revisions, there is no way for you to be unsatisfied. We will work on your paper until you are completely happy with the result.
Read moreYour email is safe, as we store it according to international data protection rules. Your bank details are secure, as we use only reliable payment systems.
Read moreBy sending us your money, you buy the service we provide. Check out our terms and conditions if you prefer business talks to be laid out in official language.
Read more
Recent Comments