/
MASTER_rider_audits_data_prep.do
300 lines (260 loc) · 15.8 KB
/
MASTER_rider_audits_data_prep.do
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/*******************************************************************************
PART 1: First wave of data collection
*******************************************************************************/
/*------------------------------------------------------------------------------
ACCESS TO IDENTIFIED DATA IS REQUIRED TO RUN THE IMPORTING DO-FILES.
THEY CREATE DEIDENTIFIED DATA SETS THAT WILL BE USED BY THE REMAINING CODES
------------------------------------------------------------------------------*/
if ${encrypted} {
/************************************************************************
Import and de-identify baseline rides data
*************************************************************************
REQUIRES: ${encrypt}/Baseline/07112016/Contributions 07112016
${doc_rider}/baseline-study/codebooks/raw.xlsx
${doc_rider}/baseline-study/codebooks/raw_deidentify.xlsx
${doc_rider}/baseline-study/raw-duplicates.xlsx
CREATES: ${encrypt}/baseline_raw.dta
${dt_raw}/baseline_raw_deidentified.dta
************************************************************************/
do "${do}/rider-audits/baseline/1. Importing/import-rides.do"
/************************************************************************
Import and de-identify baseline mapping data
*************************************************************************
REQUIRES: ${encrypt}/Baseline/07112016/Mapping 07112016
${encrypt}/Baseline/mapping_task_key
${doc_rider}/baseline-study/codebooks/mapping.xlsx
CREATES: ${encrypt}/baseline_mapping_raw.dta
${dt_raw}/baseline_mapping_raw_deidentified.dta
************************************************************************/
do "${do}/rider-audits/baseline/1. Importing/import-mapping.do"
}
//----------------------------------------------------------------------------//
/************************************************************************
* Clean baseline demographic survey *
*************************************************************************
* REQUIRES: ${dt_raw}/baseline_raw_deidentified.dta
* ${doc_rider}/baseline-study/codebooks/demo.xlsx
* CREATES: ${dt_int}/baseline_demographic.dta
************************************************************************/
do "${do}/rider-audits/baseline/2. Cleaning/demo.do"
/************************************************************************
* Clean baseline survey check-in task *
*************************************************************************
* REQUIRES: ${dt_raw}\baseline_raw_deidentified.dta
* ${doc_rider}/baseline-study/codebooks/check_in.xlsx
* CREATES: ${dt_int}\baseline_ci.dta
************************************************************************/
do "${do}/rider-audits/baseline/2. Cleaning/check-in.do"
/************************************************************************
* Clean baseline survey check-out task *
*************************************************************************
* REQUIRES: ${dt_raw}/baseline_raw_deidentified.dta
* ${doc_rider}/baseline-study/codebooks/check_out.xlsx
* CREATES: ${dt_int}/baseline_co.dta
************************************************************************/
do "${do}/rider-audits/baseline/2. Cleaning/check-out.do"
/************************************************************************
* Clean baseline survey ride task *
*************************************************************************
* REQUIRES: ${dt_raw}/baseline_raw_deidentified.dta
* ${doc_rider}/baseline-study/codebooks/ride.xlsx
* CREATES: ${dt_int}/baseline_ride
************************************************************************/
do "${do}/rider-audits/baseline/2. Cleaning/ride.do"
/************************************************************************
* Clean baseline exit survey *
*************************************************************************
* REQUIRES: ${dt_raw}/baseline_raw_deidentified.dta
* ${doc_rider}/baseline-study/codebooks/exit.xlsx
* CREATES: ${dt_int}/baseline_exit.dta
************************************************************************/
do "${do}/rider-audits/baseline/2. Cleaning/exit.do"
/***********************************************************************
* Merge tasks *
************************************************************************
* REQUIRES: ${dt_int}/baseline_ci.dta
* ${dt_int}/baseline_ride.dta
* ${dt_int}/baseline_co.dta
* ${dt_int}/baseline_demographic.dta
* ${dt_int}/baseline_exit.dta
* ${dt_int}/baseline_mapping_long.dta
* ${doc_rider}/baseline-study/codebooks/merged.xlsx
* CREATES: ${dt_int}/baseline_merged.dta
***********************************************************************/
do "${do}/rider-audits/baseline/3. Merge.do"
/*******************************************************************************
PART 2: Second wave of data collection
*******************************************************************************/
/***********************************************************************
* Import and de-identify compliance pilot data *
***********************************************************************/
* REQUIRES: ${encrypt}/Compliance pilot/02212017/Contributions 02212017.csv"
* ${doc_rider}/compliance-pilot/codebooks/raw.xlsx"
* CREATES: ${encrypt}/compliance_pilot_raw.dta"
* ${dt_raw}/compliance_pilot_deidentified.dta"
***********************************************************************/
if ${encrypted} do "${do}/rider-audits/compliance-pilot/1. Importing/import-rides.do"
/***********************************************************************
* Clean compliance pilot demographic survey task *
************************************************************************
* REQUIRES: ${dt_raw}/compliance_pilot_deidentified_corrected.dta
* ${doc_rider}/compliance-pilot/codebooks/demo.xlsx
* CREATES: ${dt_int}/compliance_pilot_demographic.dta
***********************************************************************/
do "${do}/rider-audits/compliance-pilot/2. Cleaning/demo.do"
/***********************************************************************
* Clean compliance pilot check-in survey task *
************************************************************************
* REQUIRES: ${dt_raw}/compliance_pilot_deidentified.dta
* ${doc_rider}/compliance-pilot/codebooks/check_in.xlsx
* CREATES: ${dt_int}/compliance_pilot_ci.dta
***********************************************************************/
do "${do}/rider-audits/compliance-pilot/2. Cleaning/check-in.do"
/***********************************************************************
* Clean compliance pilot check-out survey task *
*************************************************************************
* REQUIRES: ${dt_raw}/compliance_pilot_deidentified.dta
* ${doc_rider}/compliance-pilot/codebooks/check_out.xlsx
* CREATES: ${dt_int}/compliance_pilot_co.dta
***********************************************************************/
do "${do}/rider-audits/compliance-pilot/2. Cleaning/check-out.do"
/***********************************************************************
* Clean compliance pilot ride survey task *
************************************************************************
* REQUIRES: ${dt_raw}/compliance_pilot_deidentified.dta
* ${doc_rider}/compliance-pilot/codebooks/ride.xlsx
* CREATES: ${dt_int}/compliance_pilot_ride.dta
***********************************************************************/
do "${do}/rider-audits/compliance-pilot/2. Cleaning/ride.do"
/***********************************************************************
* Clean compliance pilot exit survey *
*************************************************************************
* REQUIRES: ${dt_raw}/compliance_pilot_deidentified.dta
* ${doc_rider}/compliance-pilot/codebooks/exit.xlsx
* CREATES: ${dt_int}/compliance_pilot_exit.dta
***********************************************************************/
do "${do}/rider-audits/compliance-pilot/2. Cleaning/exit.do"
/***********************************************************************
* Clean compliance pilot platform observations *
************************************************************************
* REQUIRES: ${encrypt}/Compliance pilot/02212017/Mapping 02212017
* ${doc_rider}/compliance-pilot/codebooks/mapping.xlsx
* ${doc_rider}/compliance-pilot/codebooks/mapping_long.xlsx
* CREATES: ${dt_int}/compliance_pilot_mapping.dta
* ${dt_int}/compliance_pilot_clean_mapping_long.dta
***********************************************************************/
do "${do}/rider-audits/compliance-pilot/2. Cleaning/mapping.do"
/***********************************************************************
* Merge compliance pilot ride tasks *
************************************************************************
* REQUIRES: ${dt_int}/compliance_pilot_ci.dta
* ${dt_int}/compliance_pilot_ride.dta
* ${dt_int}/compliance_pilot_co.dta
* ${dt_int}/compliance_pilot_demographic.dta
* ${dt_int}/compliance_pilot_clean_mapping_long.dta
* ${doc_rider}/compliance-pilot/codebooks/merged.xlsx
* CREATES: ${dt_int}/compliance_pilot_merged.dta
***********************************************************************/
do "${do}/rider-audits/compliance-pilot/3. Merge.do"
/*******************************************************************************
PART 3: Admin congestion data
*******************************************************************************/
/***********************************************************************
* Import admin congestion data *
************************************************************************
* REQUIRES: ${encrypt}/Congestion
* CREATES: ${encrypt}/congestion_raw.dta
***********************************************************************/
do "${do}/rider-audits/congestion/1. Import.do"
/***********************************************************************
* Transform congestion data to station level *
************************************************************************
* REQUIRES: ${encrypt}/congestion_raw.dta
* CREATES: ${dt_int}/congestion_station_level.dta
* ${dt_int}/congestion_station_level_wide.dta
***********************************************************************/
do "${do}/rider-audits/congestion/2. Clean station level congestion.do"
/***********************************************************************
* Transform congestion data to ride level *
************************************************************************
* REQUIRES: ${dt_int}/congestion_station_level.dta
* CREATES: ${dt_int}/congestion_ride_level.dta
***********************************************************************/
do "${do}/rider-audits/congestion/3. Create ride level congestion.do"
/*******************************************************************************
PART 4: Clean crime data
*******************************************************************************/
/***********************************************************************
* Append baseline and pilot rides *
************************************************************************
* REQUIRES: ${dt_raw}/crime/PopulacaoEvolucaoMensalCisp.csv // From instituto de segurança pública do Rio de Janeiro
* ${dt_raw}/crime/BaseDPEvolucaoMensalCisp.csv // From instituto de segurança pública do Rio de Janeiro
* ${encryptcrime}/dps_stations.xlsx // Created by mering shapefiles from instituto de segurança pública do Rio de Janeiro and station gps data
* ${encryptcrime}/stations_code.dta
* CREATES: ${dt_int}/crime_rates_bystation
***********************************************************************/
if ${encrypted} do "${do}/rider-audits/crime/clean-crime-data.do"
/*******************************************************************************
PART 5: Merge waves
*******************************************************************************/
/***********************************************************************
* Append baseline and pilot platoform observations surveys *
************************************************************************
* REQUIRES: ${dt_rider_int}/baseline_mapping.dta
* ${dt_rider_int}/compliance_pilot_mapping.dta
* CREATES: ${dt_rider_fin}/pooled_mapping.dta
***********************************************************************/
do "${do}/rider-audits/pooled/pool_mapping.do"
/***********************************************************************
* Append baseline and pilot rides *
************************************************************************
* REQUIRES: ${dt_int}/compliance_pilot_merged
* ${dt_int}/baseline_merged
* ${doc_rider}/pooled/codebooks/pooled_rides.xlsx
* CREATES: ${dt_int}/pooled_rider_audit_rides.dta
***********************************************************************/
do "${do}/rider-audits/pooled/1_pool_rides.do"
/***********************************************************************
* Identify stations covered by each ride *
************************************************************************
* REQUIRES: ${dt_int}/pooled_rider_audit_rides
* CREATES: ${dt_int}/pooled_rider_audit_rides_coverage
***********************************************************************/
do "${do}/rider-audits/pooled/2_pooled_rides_coverage.do"
/***********************************************************************
* Identify ride direction (inbound/outbound) *
************************************************************************
* REQUIRES: ${dt_int}/pooled_rider_audit_rides_coverage
* CREATES: ${dt_int}/pooled_rider_audit_rides_coverage_direction
***********************************************************************/
do "${do}/rider-audits/pooled/3_pooled_rides_direction.do"
/***********************************************************************
* Merge admin congestion data to rides data *
************************************************************************
* REQUIRES: "${dt_int}/pooled_rider_audit_rides_coverage_direction.dta"
* "${dt_int}/congestion_station_level.dta"
* "${dt_int}/congestion_station_level_wide.dta"
* CREATES: "${dt_int}/pooled_rider_audit_rides_congestion.dta"
************************************************************************/
do "${do}/rider-audits/pooled/4_merge_rides_congestion.do"
/***********************************************************************
* Merge crime rates to rider panel *
************************************************************************
* REQUIRES: "${dt_int}/crime_rates_bystation.dta"
* "${encrypt}/compliance_pilot_raw_corrected.dta"
* "${encrypt}/baseline_raw_corrected.dta"
* "${dt_int}/pooled_rider_audit_rides_congestion.dta"
* CREATES: "${dt_int}/crime_rates_home_station.dta"
* "${dt_final}/pooled_rider_audit_rides.dta"
***********************************************************************/
do "${do}/rider-audits/pooled/5_merge_rides_crime.do"
/***********************************************************************
* Append baseline and pilot exit surveys *
************************************************************************
* REQUIRES: ${dt_int}/compliance_pilot_exit
* ${dt_int}/baseline_exit
* ${doc_rider}/pooled/pooled_exit.xlsx
* CREATES: ${dt_final}/pooled_rider_audit_exit.dta
***********************************************************************/
do "${do}/rider-audits/pooled/6_pool_exit.do"
************************************************************************ The end.