Created
January 3, 2020 01:50
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Pearson Correlation Coefficient: 0.5940885257860046 and a P-value of: 0.4059114742139954\n" | |
] | |
} | |
], | |
"source": [ | |
"data = {'list 1':[1,2,3,2],'list 2':[2,5,5,1]}\n", | |
"\n", | |
"import pandas as pd #To Convert your lists to pandas data frames convert your lists into pandas dataframes\n", | |
"\n", | |
"df = pd.DataFrame(data, columns = ['list 1','list 2'])\n", | |
"\n", | |
"from scipy import stats # For in-built method to get PCC\n", | |
"\n", | |
"pearson_coef, p_value = stats.pearsonr(df[\"list 1\"], df[\"list 2\"]) #define the columns to perform calculations on\n", | |
"print(\"Pearson Correlation Coefficient: \", pearson_coef, \"and a P-value of:\", p_value) # Results " | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"3.25" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"(2+5+5+1)/4" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"['hahaha ha']" | |
] | |
}, | |
"execution_count": 1, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"'hahaha ha'.split('00')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.7.3" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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