Converti Panda in Excel

Converti Pandas DataFrame in Excel tramite dati JSON

Ecco uno snippet di codice di esempio per dimostrare come importare dati da un DataFrame panda in un file Excel utilizzando Aspose.Cells for Python via .NET:

  1. Crea un campione di dati DataFrame di Panda.
  2. Utilizza la libreria panda per convertire i dati DataFrame in dati JSON.
  3. Importa i dati JSON utilizzando Aspose.Cells for Python via .NET.
import pandas as pd
from aspose.cells.utility import JsonUtility, JsonLayoutOptions
from aspose.cells import Workbook, Worksheet, Cells
# Create a sample pandas DataFrame
data = {'Name': ['Alice', 'Bob', 'Charlie'],
'Age': [25, 30, 35],
'City': ['New York', 'San Francisco', 'Los Angeles']}
df = pd.DataFrame(data)
# Convert pandas DataFrame to JSON
json_string = df.to_json(orient='records')
workbook = Workbook()
# Get the first worksheet
worksheet = workbook.worksheets[0]
# Get the cells
cells = worksheet.cells
options = JsonLayoutOptions()
unit = JsonUtility()
# Processes as table.
options.array_as_table = True
unit.import_data(json_string, cells, 0, 0, options)
workbook.save("out.xlsx")

Converti direttamente Pandas DataFrame in Excel

Ecco uno snippet di codice di esempio per dimostrare come importare dati da un DataFrame panda in un file Excel utilizzando Aspose.Cells for Python via .NET:

  1. Crea un campione di dati DataFrame di Panda.
  2. Attraversa DataFrame e importa i dati utilizzando Aspose.Cells for Python via .NET.
import pandas as pd
import aspose.cells
from aspose.cells import Workbook, CellsHelper, License
workbook = Workbook()
# Get the first worksheet
worksheet = workbook.worksheets[0]
# Get the cells
cells = worksheet.cells
# create a sample DataFrame
data = {'name': ['Alice', 'Bob', 'Charlie', 'David'],
'age': [25, 32, 18, 47],
'city': ['New York', 'Paris', 'London', 'Berlin']}
df = pd.DataFrame(data)
rowindex = 0
colindex = 0
for column in df:
cell = cells.get(rowindex, colindex)
cell.put_value(df[column].name)
colindex += 1
for index, row in df.iterrows():
rowindex += 1
colindex = 0
cell = cells.get(rowindex, colindex)
cell.put_value(row["name"])
colindex += 1
cell = cells.get(rowindex, colindex)
cell.put_value(row["age"])
colindex += 1
cell = cells.get(rowindex, colindex)
cell.put_value(row["city"])
colindex += 1
workbook.save("out.xlsx")