DataFrame(dict) print(df) Output: fruit color value 0 apple red 11 1 grape green 22 2 orange orange 33 3 mango yellow 44 7) Converting nested lists into a dataFrame You can use the pandas DataFrame constructor and pass the list of lists as the data parameter to convert it to a ...
Python program to convert list of model objects to pandas dataframe # Importing pandas packageimportpandasaspd# Import numpyimportnumpyasnp# Creating a classclassc(object):def__init__(self, x, y):self.x=xself.y=y# Defining a functiondeffun(self):return{'A':self.x,'B':self.y, }# ...
Example 1: Extract pandas DataFrame Column as List In Example 1, I’ll demonstrate how to convert a specific column of a pandas DataFrame to a list object in Python. For this task, we can use the tolist function as shown below:
Python program to convert column with list of values into rows in pandas dataframe# Importing pandas package import pandas as pd # Creating two dictionaries d1 = { 'Name':['Ram','Shyam','Seeta','Geeta'], 'Age':[[20,30,40],23,36,29] } # Creating DataFrame df = pd.D...
``` # Python script to merge multiple Excel sheets into a single sheet import pandas as pd def merge_sheets(file_path, output_file_path): xls = pd.ExcelFile(file_path) df = pd.DataFrame() for sheet_name in xls.sheet_names: sheet_df = pd.read_excel(xls, sheet_name) df = df.ap...
You can use the Pandas library to convert a Python dictionary into a dataframe. Here's an example code snippet: import pandas as pd # Create a sample dictionary my_dict = {'a': 1, 'b': 2, 'c': 3} # Convert the dictionary into a dataframe df = pd.DataFrame.from_dict(my_dict,...
Example 1: Convert Boolean Data Type to String in Column of pandas DataFrame In Example 1, I’ll demonstrate how to transform a True/False logical indicator to the string data type. For this task, we can use the map function as shown below: ...
pandas 将列表中的字符串转换为 Dataframe - Python"1779 HD 1 TB SATA 3 WD BLUE 64MB WD10EZEX,...
df = pd.DataFrame(data) print(df) The output of this code will be: Name Age City 0 John 28 New York 1 Anna 24 London 2 Peter 22 Bangkok We have a DataFramedfwith three columns – Name, Age, and City. Now let’s convert this DataFrame to a JSON file using theto_jsonfunction. ...
``` # Python script to monitor disk space and send an alert if it's low import psutil def check_disk_space(minimum_threshold_gb): disk = psutil.disk_usage('/') free_space_gb = disk.free / (230) # Convert bytes to GB if free_space_gb < minimum_threshold_gb: # Your code here...