ce_assessment README

Simulation Data Logs:

All raw simulation data is stored here: https://raw.githubusercontent.com/timbender-ncceh/ce_assessment/main/model_outputs2.csv. Each time a simulation was run a unique md5 hash was generated based on the timestamp at which the simulation was run. This way there would be a unique ID for each simulation, because there are starting to be simulations which duplicate scores.

TRACKING OUTCOMES

The charts and images below show the following:

Index of Outcomes	UNWEIGHTED (Baseline)	WEIGHTED (Optimal)
List of weights	link	link
Weights plotted by groups	link	link
Vulnerability Rankings plotted by Race	link	link
Vulnerability Rankings plotted by Ethnicity	link	link

UNWEIGHTED

unweighted inputs:

unweighted inputs by group:

unweighted inputs as outputs (race):

unweighted inputs as outputs (ethnicity):

OPTIMAL WEIGHTS (RACE) (as of 8/21/23)

optimal inputs:

optimal inputs by group:

optimal inputs as outputs (race):

OPTIMAL WEIGHTS (ETHNICITY) (as of 8/21/23)

optimal inputs:

optimal inputs by group:

optimal inputs as outputs (ethnicity):

IMPORTANT FILES

Input Tables

(imported as data into model)

• MASTER_questions_vuln.csv (link to view or open an issue)
• MASTER_crosswalk_vuln.csv (link)
• MASTER_cw_qshortname.csv
• MASTER_client_deidentified.csv

Model Parameters

(imported as data into the model) *

Model Code

• ce_assessment_micro2.R
• exploratory_data_analysis.R
• cd_data_tidy.R: used to clean/tidy data from excel spreadsheet so that it can be used in model.

Data Logs

• ce_log.csv: a data file where outputs of mote carlo simulation runs are stored