Questions tagged [bins]

235 questions
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Grouping values into custom bins

I have a data frame with an 'education' attribute. Values are discrete, 1-16. For purposes of cross-tabulation, I want to bin this 'education' variable but with custom bins (1:8, 9:11, 12, 13:15, 16). I've been fooling around with pd.cut() but I…
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Plotting equal number of points in equal number of bins and averaging bin values

I have a list of points. I want to put an equal number of points in an equal number of bins in a histogram. Ideally it would not be hard coded so in the future I could have uneven amounts of points in any number of bins. Then I want to find the…
user12149858
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python matplotlib hist not showing missing bin properly

I have a dataframe that is constructed with numbers from 1 to 16, but without number 15. df = pd.DataFrame({'rand_int_no_15':[random.choice([ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16]) for cnt in range(100) ]}) Now I would like to…
user3225309
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How to calculate the number of queues needed in a box classification/packaging problem?

I need to size a box classification system where boxes get on a queue until the packaging quantity is reached. Then they all leave the queue at a fixed rate. This is done real time with production. I can estimate the volume for each SKU but I can't…
Alex
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Creating a Column for Bins in DF based on numerical column

I have a df that looks like, ID | Time_A | Time_B B 5.0 3.5 C 3.0 4.0 A 2.5 1.0 I want to create a new column that classifies Time_B column into Bins of 0-5, 5-10, 10-15, 15-20, and 20 - anything larger. Where none of the…
Chris90
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plt.hist() with extremes as "minor than x", "grater than y"

Here is the example: v = np.random.randint(low=-15,high=15,size=20) plt.hist(v,bins=[-10,-5,0,5,10]) plt.show() now, I would like to set the bins like ["minor than -10", -10, -5, 0, 5, 10, "greater than 10"]. How to do it?
user9187374
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How do I make my histogram of unequal bins show properly?

My data consists of the following: Majority numbers < 60, and then a few outliers that are in the 2000s. I want to display it in a histogram with the following bin ranges: 0-1, 1-2, 2-3, 3-4, ..., 59-60, 60-max import numpy as np import…
K Split X
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How a corrupted double linked list error is detected in malloc?

I don't understand a condition for gettint the error - corrupted double-linked list (not small) - There is a point in the program where it crashes due to corrupted double-linked list (not small). At this moment, I don't want to know why it…
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How to fix pandas.cut() gettin NaN

Before running pd.cut() my array has values of 0.0 -0.25 0.25 0.50 ... etc after running pd.cut() my array has NaN NaN ... etc I know the problem has to do with how I setup my bins. I have tried both of the code segments below: bins = (2, 0.0 ,…
DroidWizard
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Value_counts doesnot divide in interval

Even though I used bin my dataframe is not getting split into interval. Its gets split into a list. Is it because of my version? I use Spyder Python-3.6 pressures = df.Pressure.value_counts(bins=10,dropna=True).index.values pressures Out[505]: …
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How to create bins in R

I have a data frame named cst with columns country, ID, and age. I want to make bins for age (divide all ID's into deciles or quartiles) for each separate country. I used this way: cut(cst[!is.na(cst$age), "age"], quantile(cst["age"], probs =…
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bins - Categorize column values using bins for ages

I have a .CSV file a snippet of which looks like this: ID,SN, Age,Gender,Item ID,Item Name, Price 0,Lisim78, 20, Male, 108, Extraction Quickblade, 3.53 1,Lisovynya38, 40, Male, 143, Frenzied Scimitar, …
Krithika Raghavendran
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How to count non-zeroes values using binned_statistic

I need to efficiently process very large 1D arrays extracting some statistics per bin and I have found very useful the function binned_statistic from scipy.stats as it includes a 'statistic' argument that works quite efficiently. I would like to…
Mastodon
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Converting numerical column values into bins in python

I am a newbie in python programming for data science. I was trying to convert numerical column values into bins with the code below: bins = [12, 24, 48, 60, np.inf] names = ['Tenure_12', 'Tenure_24', 'Tenure_48', 'Tenure_60'] telco['tenure_bin'] =…
Sarang123
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Manipulating data into histogram like bins

I would like to change the format of my data for some specific code that I am working on. Below are the first 50 observations and the format it is in, each individual has its own line with the observation number, species, length (mm), weight (kg),…