Metric Visualisation
Project description
# MetricVis https://www.holistics.io/blog/how-amazon-measures/
## Installing ` pip install metric-vis `
## Quickstart
` python from MetricVis import plot_week_month_trend import pandas as pd monthly_df = pd.read_csv('demo_data/monthly_data.csv') monthly_df.index = pd.to_datetime(monthly_df.Day) weekly_df = pd.read_csv('demo_data/weekly_data.csv') weekly_df.index = pd.to_datetime(weekly_df.Day) plot_week_month_trend(weekly_df = weekly_df, monthly_df = monthly_df, col_name = "Metric", month_lookback = 11) ` <img alt=”Weekly/Monthly Trend” src=”images/weekly_monthly_trend.png”>
` python from MetricVis import plot_actual_forecast import pandas as pd forecast_df = pd.read_csv('demo_data/forecast_data.csv') forecast_df.index = pd.to_datetime(forecast_df.Day) plot_actual_forecast(df = forecast_df, actual_col = "Metric", forecast_col = "Forecast", lookback = 8) ` <img alt=”Actual vs Forecast” src=”images/actual_vs_forecast.png”>
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