num_shots_goals.py

## Scoring Ratio Chart
shotTimeData = go.Scatter(
    x=shot_df_agg.loc[0:20, 'shotTimeDiff'],
    y=shot_df_agg.loc[0:20, 'goalRatio'],
    mode='markers+lines',
    text=shot_df_agg.loc[0:20, 'goalRatioText'],
    hoverinfo='text')
data = [shotTimeData]

## Layout
layout = go.Layout(
    title='Scoring Ratio on Rebounds (2012 - 2018)',
    height=400,
    width=800,
    yaxis=dict(range=[0, 0.5], title='Scoring Ratio (Goals # / Shots #)'),
    xaxis=dict(range=[0, 21.5], title='Seconds Since Last Shot'))

#Fig and Plot
fig = go.Figure(data=data, layout=layout)
iplot(fig)

## Number of Goals/Shots Chart
numGoalsData = go.Scatter(
    x=shot_df_agg.loc[0:20, 'shotTimeDiff'],
    y=shot_df_agg.loc[0:20, 'numGoals'],
    mode='markers+lines',
    name='Goal Count')
numShotsData = go.Scatter(
    x=shot_df_agg.loc[0:20, 'shotTimeDiff'],
    y=shot_df_agg.loc[0:20, 'numShots'],
    mode='markers+lines',
    name='Shot Count')
data = [numGoalsData, numShotsData]

## Layout
layout = go.Layout(
    title='Goal and Shot Count for Rebounds (2012 - 2018)',
    height=400,
    width=800,
    xaxis=dict(range=[0, 21.5], title='Seconds Since Last Shot'),
    yaxis=dict(title='Number of Shots and Goals'))

#Fig and Plot
fig = go.Figure(data=data, layout=layout)
iplot(fig)