Yaxis showing wrong values in the graph

📊 Plotly Python
1

Hello,
I am new to Dash and I got stuck with the following code:

import dash
from dash.dependencies import Input, Output
import dash_table
import dash_core_components as dcc
import dash_html_components as html
import pandas as pd

df = pd.read_csv(“data.csv”)
print(df)
app = dash.Dash(name)
app.layout = html.Div([
dash_table.DataTable(
id=‘datatable-interactivity’,
columns=[
{“name”: i, “id”: i, “deletable”: True, “selectable”: True} for i in df.columns
],
data=df.to_dict(‘records’),
editable=True,
filter_action=“native”,
sort_action=“native”,
sort_mode=“multi”,
column_selectable=“single”,
row_selectable=“multi”,
row_deletable=False,
selected_columns=,
selected_rows=,
page_action=“native”,
page_current= 0,
page_size= 5,
),
html.Div(id=‘datatable-interactivity-container’)
])

@app.callback(
Output(‘datatable-interactivity’, ‘style_data_conditional’),
[Input(‘datatable-interactivity’, ‘selected_columns’)]
)
def update_styles(selected_columns):
return [{
‘if’: { ‘column_id’: i },
‘background_color’: ‘#D2F3FF’
} for i in selected_columns]

@app.callback(
Output(‘datatable-interactivity-container’, “children”),
[Input(‘datatable-interactivity’, “derived_virtual_data”),
Input(‘datatable-interactivity’, “derived_virtual_selected_rows”)])
def update_graphs(rows, derived_virtual_selected_rows):

if derived_virtual_selected_rows is None:
    derived_virtual_selected_rows = []

dff = df if rows is None else pd.DataFrame(rows)

colors = ['#7FDBFF' if i in derived_virtual_selected_rows else '#0074D9'
          for i in range(len(dff))]

return [
    dcc.Graph(
        id=column,
        figure={
            "data": [
                {
                    #"x": dff["country"],
                    "x": dff["code"],
                    "y": dff[column],
                    "type": "bar",
                    "marker": {"color": colors},
                }
            ],
            "layout": {
                "xaxis": {"automargin": True,
                          "type": "category"},
                "yaxis": {
                    "automargin": True,
                    "title": {"text": "age"},
                    #"type": "category"
                },

                "height": 500,
                "margin": {"t": 20, "l": 20, "r": 20},
                "sort": True
            },
        },
    )
    for column in ["time_delta"] if column in dff
]

if name == ‘main’:
app.run_server(debug=True)

The values shown in the graph look like this:

image
image269×596 19.7 KB

However, in reality the biggest value in the df column is not more than 15. Could you please advise me where I made a mistake?

Thanks you so much for your responses!!!