aykhans/HuaweiHealthDataVisualization
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Added box chart for heart rate

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ayxan 2022-11-19 22:02:29 +04:00
parent 12c46cdb9d
commit 4a9c1db6a5
1 changed files with 15 additions and 2 deletions
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17
app/main.py
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@ -44,6 +44,7 @@ if st.sidebar.checkbox(f'All Data ({len(heart_rate)})', False):
heart_rate_grouped = heart_rate.groupby('date', sort=False).mean()['rate'] heart_rate_grouped = heart_rate.groupby('date', sort=False).mean()['rate']
x = heart_rate_grouped.keys() x = heart_rate_grouped.keys()
y = heart_rate_grouped.values y = heart_rate_grouped.values
labels = {'x': 'Date of The Day', 'y': 'Average Heart Rate'}
else: else:
heart_rate = pd.DataFrame(heart_rate) heart_rate = pd.DataFrame(heart_rate)
@ -52,6 +53,7 @@ if st.sidebar.checkbox(f'All Data ({len(heart_rate)})', False):
heart_rate['time'] heart_rate['time']
)) ))
y = heart_rate['rate'] y = heart_rate['rate']
labels = {'x': 'Date and Time', 'y': 'Heart Rate'}
else: else:
day = st.sidebar.date_input( day = st.sidebar.date_input(
@ -74,6 +76,7 @@ else:
heart_rate['time'] heart_rate['time']
)) ))
y = heart_rate['rate'] y = heart_rate['rate']
labels = {'x': 'Date and Time', 'y': 'Heart Rate'}
st.sidebar.header('Split Data:') st.sidebar.header('Split Data:')
average_number = st.sidebar.number_input( average_number = st.sidebar.number_input(
@ -92,11 +95,17 @@ if average_number > 1:
heart_rate2.append(sum(t) / len(t)) heart_rate2.append(sum(t) / len(t))
x = range(len(heart_rate2)) x = range(len(heart_rate2))
y = heart_rate2 y = heart_rate2
labels = {'x': 'Number of Heart Rate', 'y': 'Heart Rate'}
chart_type = st.sidebar.selectbox(
'Chart Type',
('Line', 'Scatter', 'Bar')
)
st.plotly_chart( st.plotly_chart(
px.line( {'Line': px.line, 'Scatter': px.scatter, 'Bar': px.bar}[chart_type](
x = x, y = y x = x, y = y,
labels = labels
) )
.update_layout( .update_layout(
xaxis = dict( xaxis = dict(
@ -107,3 +116,7 @@ st.plotly_chart(
) )
) )
) )
st.plotly_chart(
px.box(y = y, labels = {'y': 'Heart Rate'})
)