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Update README.md
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Added info about the ZIP code level eastimates.
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acrossa79 authored May 3, 2023
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Expand Up @@ -13,7 +13,10 @@ Finally, portions of the data have been visualized in the Food Environment Equit
| **Data dictionary for Raw_Pricing_data_final.csv** | Data Dictionary | Data Dictionary for the dataset containing the raw pricing data |
| **Cleaned_Pricing_data_imputed_final.csv** | Dataset | Analytic dataset of the food prices.|
| **Data dictionary for Cleaned_Pricing_data_imputed_final.csv** | Data Dictionary | Data Dictionary for the analytic dataset of pricing data |
| **Pulling ZCTA-level ACS data.Rmd** | R Markdown script | This code pulls 2014-2019 ACS data from the Census API. Generates a dataset with indicators for ZCTAs in NYC |
| **Pulling ZCTA-level ACS data.Rmd** | R Markdown script | This code pulls 2014-2019 ACS data from the Census API. Generates a dataset with indicators for ZCTAs in NYC. The results are exported to to the dataset called *Neighborhood indicators_final.csv* (see below)|
| **Neighborhood indicators_final.csv** | Dataset | This dataset includes the calculated indicators for each ZIP code |
| **Data dictionary for Neighborhood indicators_final.csv** | Data Dictionary | Data Dictionary for the dataset of ZIP code level indicators |



# Datasets
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| -------- | ----------- |
|**Raw_Pricing_data_final**| This dataset contains raw data collected on each of the 10 pre-selected food items and contains additional information related to data collection including whether a preferred or alternative version (e.g., presentation, packaging) of each food item was identified in the store; item brand name; whether the item was on sale; a flag indicating whether the item was organic. |
| **Cleaned_Pricing_data_imputed_final** | Analytic data includes consolidated price values (of the preferred and alternate options) into a single variable and imputed missing values for each food items. In addition, it includes to the cost of the "food basket" made from summing the cost of the ten pre-selected items.|

| **Neighborhood indicators_final.csv** | This dataset contains the ZIP level indicators, calculated using ACS data pulled from the Census API. The R code used to generate these estimates is available in the *Pulling ZCTA-level ACS data.Rmd* file |


# Sampling and Statistical Considerations
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