Skip to main content

How can I create an automated line that cut a dendrogram based on cluster number?

I'm coding in python, trying to create an horizontal line based on decided number of clusters. In my case I used 5 number of clusters, and the distance (according to dendrogram) is ~70 .

I'm using mall customer dataset 2

This is my code

import scipy.cluster.hierarchy as sch
dendrogram = sch.dendrogram(sch.linkage(X, method = Method), truncate_mode = 'lastp', p=100)

plt.rcParams['figure.figsize'] = (20,10)
plt.axhline(y=70, c='grey', lw=1, linestyle='dashed')#Here the "70" should be a variable I don't see how I can get
plt.title('Dendogram  (Truncated)')
plt.xlabel('Observations')[enter image description here]
plt.ylabel(' Euclidian Distances')
plt.show()

1

My main question is : How can I get that line given a decided number of clusters? , Is there a function to get the number on ax Y (distances) from dendrogram?



source https://stackoverflow.com/questions/72235329/how-can-i-create-an-automated-line-that-cut-a-dendrogram-based-on-cluster-number

Comments

Popular posts from this blog

How to show number of registered users in Laravel based on usertype?

i'm trying to display data from the database in the admin dashboard i used this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count(); echo $users; ?> and i have successfully get the correct data from the database but what if i want to display a specific data for example in this user table there is "usertype" that specify if the user is normal user or admin i want to user the same code above but to display a specific usertype i tried this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count()->WHERE usertype =admin; echo $users; ?> but it didn't work, what am i doing wrong? source https://stackoverflow.com/questions/68199726/how-to-show-number-of-registered-users-in-laravel-based-on-usertype

Why is my reports service not connecting?

I am trying to pull some data from a Postgres database using Node.js and node-postures but I can't figure out why my service isn't connecting. my routes/index.js file: const express = require('express'); const router = express.Router(); const ordersCountController = require('../controllers/ordersCountController'); const ordersController = require('../controllers/ordersController'); const weeklyReportsController = require('../controllers/weeklyReportsController'); router.get('/orders_count', ordersCountController); router.get('/orders', ordersController); router.get('/weekly_reports', weeklyReportsController); module.exports = router; My controllers/weeklyReportsController.js file: const weeklyReportsService = require('../services/weeklyReportsService'); const weeklyReportsController = async (req, res) => { try { const data = await weeklyReportsService; res.json({data}) console...

How to split a rinex file if I need 24 hours data

Trying to divide rinex file using the command gfzrnx but getting this error. While doing that getting this error msg 'gfzrnx' is not recognized as an internal or external command Trying to split rinex file using the command gfzrnx. also install'gfzrnx'. my doubt is I need to run this program in 'gfzrnx' or in 'cmdprompt'. I am expecting a rinex file with 24 hrs or 1 day data.I Have 48 hrs data in RINEX format. Please help me to solve this issue. source https://stackoverflow.com/questions/75385367/how-to-split-a-rinex-file-if-i-need-24-hours-data