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The Dataframe class is designed to send a pandas dataframe to the chatbot user interface.

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Attributes

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name
str
The name of the dataframe to be displayed in the UI.
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display
ElementDisplay
Determines how the dataframe element should be displayed in the UI. Choices are “side”, “inline”, or “page”.
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data
pd.DataFrame
The pandas dataframe instance.

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Example

import pandas as pd  import chainlit as cl   @cl.on_chat_start async def start():  # Create a sample DataFrame with more than 10 rows to test pagination functionality  data = {  "Name": [  "Alice",  "David",  "Charlie",  "Bob",  "Eva",  "Grace",  "Hannah",  "Jack",  "Frank",  "Kara",  "Liam",  "Ivy",  "Mia",  "Noah",  "Olivia",  ],  "Age": [25, 40, 35, 30, 45, 55, 60, 70, 50, 75, 80, 65, 85, 90, 95],  "City": [  "New York",  "Houston",  "Chicago",  "Los Angeles",  "Phoenix",  "San Antonio",  "San Diego",  "San Jose",  "Philadelphia",  "Austin",  "Fort Worth",  "Dallas",  "Jacksonville",  "Columbus",  "Charlotte",  ],  "Salary": [  70000,  100000,  90000,  80000,  110000,  130000,  140000,  160000,  120000,  170000,  180000,  150000,  190000,  200000,  210000,  ],  }   df = pd.DataFrame(data)   elements = [cl.Dataframe(data=df, display="inline", name="Dataframe")]   await cl.Message(content="This message has a Dataframe", elements=elements).send()