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A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

Jupyter Notebook 99.79% Python 0.01% HTML 0.19%
data-analysis data-science data-science-tips data-visualization jupyter jupyter-notebook jupyter-tips matplotlib matplotlib-tips numpy pandas pandas-tips python python-tips sklearn

daily-dose-of-data-science's Introduction

Hi there. I'm Avi ๐Ÿ‘‹

  • โšก I am a Data Scientist and a Creator. I love Mathematics, programming, and books (not an avid reader though).

  • ๐ŸŒ I share my knowledge as a Data Scientist in my blogs and data science tips on LinkedIn and Substack.

  • ๐Ÿ“ซ Learn more about me on:

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daily-dose-of-data-science's Issues

when i use the code, the print is always the iris.data' result although i change the data.

Hi ChawlaAvi, when i use the code, the print is always the iris.data' result although i change the data.

`import pandas as pd
import numpy as np
import interactive_decision_tree as idt ## local module
from sklearn.tree import DecisionTreeClassifier

data = pd.read_csv('/Users/lee/Desktop/data-xy015.csv')
X = data.iloc[:, 0:31]
y = data.iloc[:, 38]

clf = DecisionTreeClassifier()
clf = clf.fit(X, y)

idt.create_tree(tree_model=clf,
X=X,
target_names=np.unique(y),
save_path='C:/Users/lee/Desktop/PY01/tree_template.html')

idt.create_sankey(tree_model=clf,
X=X,
target_names=np.unique(y),
save_path='C:/Users/lee/Desktop/PY01/sankey_template.html')
`

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