import altair as alt
import pandas as pd
metrics =pd.read_csv("stats.csv")
metrics.head()
chart = alt.Chart(metrics).mark_circle().encode(
x='score_bin',
y='automation_rate',
color='automation_rate',
size='automation_rate',
tooltip=['automation_rate', 'score_bin']
).interactive()
chart
chart = alt.Chart(metrics).mark_circle().encode(
x='score_bin',
y='approve_rate',
color=alt.Color('approve_rate',scale=alt.Scale(scheme='plasma')),
size='approve_rate',
tooltip=['approve_rate', 'score_bin']
).interactive()
chart
chart = alt.Chart(metrics).mark_circle(size=200).encode(
x='score_bin',
y='manual_approve_rate',
color=alt.Color('manual_approve_rate',scale=alt.Scale(scheme='plasma')),
tooltip=['manual_approve_rate', 'score_bin']
).interactive()
chart
chart = alt.Chart(metrics).mark_circle(size=200).encode(
x='score_bin',
y='chargeback_rate',
color=alt.Color('chargeback_rate',scale=alt.Scale(scheme='bluepurple')),
tooltip=['chargeback_rate', 'score_bin']
).interactive()
chart
chart = alt.Chart(metrics).mark_circle(size=200).encode(
x='score_bin',
y='false_rate',
color=alt.Color('false_rate',scale=alt.Scale(scheme='purplered')),
tooltip=['false_rate', 'score_bin']
).interactive()
chart