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deidentify_choices_table()
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Make a data.frame showing either the outcome (k-score) of all possible de-identify choices or only those that meet a certain k-score threshold. |
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deidentify_data()
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De-identify data through encrypting text columns, grouping rare values, and,
aggregating numeric or date columns. |
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deidentify_text()
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methods to deidentify different forms of data |
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gen_aes_key()
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Generate aes or libsodium key |
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gen_sodium_key()
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Generate sodium key |
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get_choices_code()
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Produces the code to deidentify the data using deidentify_data() based on
a row (or rows) in the output of deidentify_choices_table(). |
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graph_aggregate_dates()
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Create a barplot showing the number of unique dates at each level of aggregation |
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graph_group_rare_values()
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Graph effect of dropping "rare" values from a vector of data |
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initiations
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Cook County Initiations Data |
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make_deidentify_choices_report()
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Produce a PDF showing tables of possible de-identification choices, choices that meet a set parameter, and graphs of each decision for individual variables. |
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make_k_score()
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Make k score out of de-identified data |