food-inspections-evaluation
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Chicago
This repository contains the code to generate predictions of critical violations at food establishments in Chicago. It also contains the results of an evaluation of the effectiveness of those predicti...
Are you guys able to turn this into an easy to use Predictions API or provide instructions on how to run it?
I am trying to build the same matrix such as 21_food_inspection_violation_matrix_nums.csv for the more recent inspections by parsing the Violations column. My assumption is that if violation v_i is mentioned...
According to [the paper](https://github.com/Chicago/food-inspections-evaluation/blob/master/REPORTS/forecasting-restaurants-with-critical-violations-in-Chicago.pdf), inspections of hospitals and schools should not be included in the model train/test data. However, cross-referencing the model data with [food inspection records](https://data.cityofchicago.org/Health-Human-Services/Food-Inspections/4ijn-s7e5) from the Chicago...
- Have current model output predictions in csv - Write naive model script that also outputs predictions in csv - Write script to intake prediction csvs and report model performance...
In the model project we do not "create model data" as a separate step. Instead we generate food inspection features, business features, then we join those features to the food...
The [report](https://github.com/Chicago/food-inspections-evaluation/blob/master/REPORTS/Metric_Development.Rmd) only sources the 30 file, but datTest is created in 31. As a result the report should be updated to source both files to ensure it works in...
I wonder if we can collect social media data (Twitter - streaming API, Yelp comments, etc.) by certain keywords and use this as another predictive factor for the current model?
This is in reference to pull request @cash When we look at the evaluation we look primarily at the "days difference", which is an attempt to quantify how much faster...
Part of the challenge with redeploying this cool model is that Chicago's food inspection data is as you can imagine somewhat different from say LA's, which is run by the...
Hi, I have some problem with "Inspection_Date". I tried to analyze from start to end with the newest data. But, when I tried to run second step(21, 22, 23, 24),...
