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Mastering Development

How to Un-Sort The legends in the graph in R?

I am not an expert in R. I am having an issue, the legends are sorted alphabetically. I cannot arrange them manually because I have 87 patients and each patient has 300 days and the status (category) changes every day so i want to plot the graph exactly like it has in the source. ggplot(data […]

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Mastering Development

cannot arrange numbers into shape (n,n) matrix

I have the following code that generates a fractal image, the problem is how to reconstruct numbers to be a matrix. from PIL import Image from pylab import * from numpy import NaN import numpy as np import matplotlib.pyplot as plt def julia(C): X = arange(-1.5, 1.5, 0.05) Y = arange(-1.5, 1.5, 0.05) pixel = […]

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Mastering Development

How to remove outliers from multiple columns in pyspark using mean and standard deviation

I have the below data frame and I want to remove outliers from defined columns. In the below example price and income. Outliers should be removed for each group of data. In this example its ‘cd’ and ‘segment’ columns. Outliers should be removed based 5 standard deviations. data = [ (‘a’, ‘1’,20,10), (‘a’, ‘1’,30,16), (‘a’, […]

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Mastering Development

Imputation based on predefined values

In this df, only apple has NAs and I’d like them to take only the values 21, 31 or 32. > head(df) # A tibble: 6 x 5 apple apricot avocado banana `bell pepper` <fct> <fct> <fct> <fct> <fct> 1 31 68 66 31 4 2 22 22 75 48 1 3 NA 34 75 […]

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Mastering Development

is there nice way to find peak and valley

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0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,5,6,5,7,23,34,45,89,120,176,236,320,390,463,478,475,460,360,298,186,131,101,58,122,529,1143,1353,994,525,127,753,1233,1265,819,365,290,567,1095,1205,916,441,187,221,653,1308,1256,729,339,121,62,115,468,1053,1203,965,549,204,86,220,581,1094,1231,821,386,207,137,146,185,273,385,495,517,542,512,435,365,252,173,92,41,25,9,6,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,11,17,12,26,55,80,123,155,242,303,379,469,513,520,385,398,265,203,151,99,62,137,503,1177,1348,993,555,128,719,1199,1263,874,352,302,605,1053,1204,868,439,212,217,612,1289,1254,781,360,115,56,122,444,1039,1211,1013,508,207,103,180,573,1100,1210,881,378,212,123,139,206,277,378,435,517,554,510,431,371,282,170,94,51,30,11,7,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,1,5,14,10,17,30,43,75,131,172,223,331,370,532,473,526,444,381,296,228,143,94,63,128,462,1121,1351,892,550,133,681,1266,1166,809,406,263,572,1113,1192,960,422,182,216,660,1228,1223,780,366,129,54,136,437,996,1286,975,513,196,102,240,552,1141,1210,787,363,206,122,137,167,251,371,497,475,518,603,475,430,284,202,130,70,35,11,8,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,4,8,8,14,38,44,79,125,173,242,324,355,498,491,515,492,379,315,219,154,87,55,113,437,1073,1376,913,552,147,615,1204,1266,837,406,263,575,1075,1184,938,474,200,226,626,1183,1214,889,357,113,44,130,422,1020,1310,961,487,202,111,218,545,1151,1252,779,375,218,100,147,176,270,356,450,557,489,575,470,419,299,185,134,72,35,13,9,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,7,7,11,20,37,43,70,124,178,234,353,365,504,458,488,515,381,298,240,143,92,78,121,443,1160,1354,901,540,136,685,1231,1174,821,357,241,553,1090,1259,914,440,205,223,649,1204,1239,832,348,114,49,132,456,997,1269,965,529,199,103,208,556,1122,1233,822,379,206,104,123,194,241,365,474,491,547,549,494,425,304,198,115,67,37,19,4,2,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 […]

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Mastering Development

How to add color border or similar highlight to specifc element of heatmap in python?

I want to highlight specific element in heat map(on both row and column of heatmap) Is their a way to do highlight particular element on both axis . The desire result should look like where the vector element got highlighted on both axis. Or similar to the example given below. I am using seaborn and […]

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Mastering Development

Matrix operations with lists as values

I have nine lists (columns of a dataframe to be precise), and I would like to do matrix operations with all rows of these columns. For example, I need to do this operation: O(G) = trace(G*transpose(G)) + trace(G*G), where G is a 3×3 matrix defined by each rows of the columns. For example, for two […]

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Mastering Development

Excel interpolation (linear regression) formula working 70% accurately but cant make it work perfectly as data is not in linear relationship

Link to excel file (https://drive.google.com/file/d/1E2Kfu_F2SqXZQviD4–24w2755v-G6cp/view?usp=sharing). Do download it and test it out. Alright, hope you all are having a great day. So if you open the excel file, you will see 6 columns. Three of which are to have values inserted in them manually while the other 3 have there values automatically calculated from the […]

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Mastering Development

Python reshape data dimensions

def reshape data,dimensions Write a Python function reshape( data, dimensions ) that reshapes the input data according to the provided dimensions and returns the reshaped data as a list, which will contain sublists. For example, reshape( [1, 2, 3, 4, 5, 6, 7, 8], (2, 4) ) should return the list [[1, 2, 3, 4], […]

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User Help

How come I can’t print this custom excel slide range?

So, I basically wanted to print a range of slides. I have about 800 slides in one PowerPoint and I wanted to print out every other slide, so I made the following numbers separated by a comma using Microsoft Excel: 1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,31,33,35,37,39,41,43,45,47,49,51,53,55,57,59,61,63,65,67,69,71,73,75,77,79,81,83,85,87,89,91,93,95,97,99,101,103,105,107,109,111,113,115,117,119,121,123,125,127,129,131,133,135,137,139,141,143,145,147,149,151,153,155,157,159,161,163,165,167,169,171,173,175,177,179,181,183,185,187,189,191,193,195,197,199,201,203,205,207,209,211,213,215,217,219,221,223,225,227,229,231,233,235,237,239,241,243,245,247,249,251,253,255,257,259,261,263,265,267,269,271,273,275,277,279,281,283,285,287,289,291,293,295,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,433,435,437,439,441,443,445,447,449,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781 The problem is it will only print out if I used all the numbers […]