Breaking News: Grepper is joining You.com. Read the official announcement!

write python code to read data in excel file; winsorize some data; calculate descriptive statistics

Mario Anolli answered on October 25, 2023 Popularity 1/10 Helpfulness 1/10

answer write python code to read data in excel file; winsorize some data; calculate descriptive statistics

write python code to read data in excel file; winsorize some data; calculate descriptive statistics

Comment

import pandas as pd
from scipy.stats.mstats import winsorize

# Step 1: Read data from an Excel file
excel_file = 'your_excel_file.xlsx'
df = pd.read_excel(excel_file)

# Step 2: Winsorize the data
# Replace outliers with the nearest valid value within a specified range
# Here, you can specify the percentage of data to keep (e.g., 1% from both tails)
alpha = 0.01
df['column_to_winsorize'] = winsorize(df['column_to_winsorize'], limits=(alpha, alpha))

# Step 3: Calculate descriptive statistics
# You can use the describe() function to get various statistics
statistics = df['column_to_analyze'].describe()

# Display the statistics
print(statistics)

Popularity 1/10 Helpfulness 1/10 Language python

Source: chat.openai.com

Tags: excel python read-data statistics

Link to this answer
Share Copy Link

Contributed on Oct 25 2023

Mario Anolli

0 Answers Avg Quality 2/10

write python code to read data in excel file; winsorize some data; calculate descriptive statistics

Contents

More Related Answers

write python code to read data in excel file; winsorize some data; calculate descriptive statistics

Grepper

Documentation

Social

Legal

Contact

Oops, You will need to install Grepper and log-in to perform this action.