How can I use different data sources in Plotly Dash?
You can use various data sources in Plotly Dash, such as CSV files, databases, and APIs. What specific data source are you interested in?
I'm interested in using a CSV file. How do I do that?
To use a CSV file, you can use the pandas
library to read the file and then pass the DataFrame to your Dash app. Would you like a code example?
Yes, please provide a code example.
Sure! Here's a simple example:
import dash
import dash_core_components as dcc
import dash_html_components as html
import pandas as pd
app = dash.Dash(__name__)
data = pd.read_csv('your_file.csv')
app.layout = html.Div([
dcc.Graph(
figure={
'data': [{'x': data['x_column'], 'y': data['y_column'], 'type': 'bar'}],
'layout': {'title': 'CSV Data'}
}
)
])
if __name__ == '__main__':
app.run_server(debug=True)
This will create a bar chart from your CSV data.
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