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Fix update comparison plot generation #21

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Fix update comparison plot generation #21

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145 changes: 133 additions & 12 deletions scripts/index_temp.R
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Original file line number Diff line number Diff line change
Expand Up @@ -54,7 +54,34 @@ previous_inputs <- previous_inputs %>%
fim_federal_purchases_real = nipa_total_purchases_real - fim_state_purchases_real,

# Calculate consumption
consumption_real = consumption - lag(consumption) * consumption_deflator_growth
consumption_real = consumption - lag(consumption) * consumption_deflator_growth,

# Contributions and real levels used by the detailed update-comparison tabs
consumption_grants_contribution =
400 * (consumption_grants - lag(consumption_grants) * (1 + consumption_grants_deflator_growth + real_potential_gdp_growth)) / lag(gdp),
investment_grants_contribution =
400 * (investment_grants - lag(investment_grants) * (1 + investment_grants_deflator_growth + real_potential_gdp_growth)) / lag(gdp),
federal_ui_real = federal_ui - lag(federal_ui) * consumption_deflator_growth,
state_ui_real = state_ui - lag(state_ui) * consumption_deflator_growth,
federal_subsidies_real = federal_subsidies - lag(federal_subsidies) * consumption_deflator_growth,
state_subsidies_real = state_subsidies - lag(state_subsidies) * consumption_deflator_growth,
federal_health_outlays_real = federal_health_outlays - lag(federal_health_outlays) * consumption_deflator_growth,
state_health_outlays_real = state_health_outlays - lag(state_health_outlays) * consumption_deflator_growth,
federal_social_benefits_real = federal_social_benefits - lag(federal_social_benefits) * consumption_deflator_growth,
state_social_benefits_real = state_social_benefits - lag(state_social_benefits) * consumption_deflator_growth,
federal_corporate_taxes_real = federal_corporate_taxes - lag(federal_corporate_taxes) * consumption_deflator_growth,
state_corporate_taxes_real = state_corporate_taxes - lag(state_corporate_taxes) * consumption_deflator_growth,
federal_non_corporate_taxes_real = federal_non_corporate_taxes - lag(federal_non_corporate_taxes) * consumption_deflator_growth,
state_non_corporate_taxes_real = state_non_corporate_taxes - lag(state_non_corporate_taxes) * consumption_deflator_growth,
rebate_checks_arp_real = rebate_checks_arp - lag(rebate_checks_arp) * consumption_deflator_growth,
federal_other_direct_aid_arp_real = federal_other_direct_aid_arp - lag(federal_other_direct_aid_arp) * consumption_deflator_growth,
federal_other_vulnerable_arp_real = federal_other_vulnerable_arp - lag(federal_other_vulnerable_arp) * consumption_deflator_growth,
federal_aid_to_small_businesses_arp_real = federal_aid_to_small_businesses_arp - lag(federal_aid_to_small_businesses_arp) * consumption_deflator_growth,
federal_student_loans_real = federal_student_loans - lag(federal_student_loans) * consumption_deflator_growth,
supply_side_ira_real = supply_side_ira - lag(supply_side_ira) * consumption_deflator_growth,
rebate_checks_real = rebate_checks - lag(rebate_checks) * consumption_deflator_growth,
consumption_grants_real = consumption_grants - lag(consumption_grants) * consumption_deflator_growth,
investment_grants_real = investment_grants - lag(investment_grants) * consumption_deflator_growth
)

# Current
Expand All @@ -76,7 +103,34 @@ current_inputs <- current_inputs %>%
fim_federal_purchases_real = nipa_total_purchases_real - fim_state_purchases_real,

# Calculate consumption
consumption_real = consumption - lag(consumption) * consumption_deflator_growth
consumption_real = consumption - lag(consumption) * consumption_deflator_growth,

# Contributions and real levels used by the detailed update-comparison tabs
consumption_grants_contribution =
400 * (consumption_grants - lag(consumption_grants) * (1 + consumption_grants_deflator_growth + real_potential_gdp_growth)) / lag(gdp),
investment_grants_contribution =
400 * (investment_grants - lag(investment_grants) * (1 + investment_grants_deflator_growth + real_potential_gdp_growth)) / lag(gdp),
federal_ui_real = federal_ui - lag(federal_ui) * consumption_deflator_growth,
state_ui_real = state_ui - lag(state_ui) * consumption_deflator_growth,
federal_subsidies_real = federal_subsidies - lag(federal_subsidies) * consumption_deflator_growth,
state_subsidies_real = state_subsidies - lag(state_subsidies) * consumption_deflator_growth,
federal_health_outlays_real = federal_health_outlays - lag(federal_health_outlays) * consumption_deflator_growth,
state_health_outlays_real = state_health_outlays - lag(state_health_outlays) * consumption_deflator_growth,
federal_social_benefits_real = federal_social_benefits - lag(federal_social_benefits) * consumption_deflator_growth,
state_social_benefits_real = state_social_benefits - lag(state_social_benefits) * consumption_deflator_growth,
federal_corporate_taxes_real = federal_corporate_taxes - lag(federal_corporate_taxes) * consumption_deflator_growth,
state_corporate_taxes_real = state_corporate_taxes - lag(state_corporate_taxes) * consumption_deflator_growth,
federal_non_corporate_taxes_real = federal_non_corporate_taxes - lag(federal_non_corporate_taxes) * consumption_deflator_growth,
state_non_corporate_taxes_real = state_non_corporate_taxes - lag(state_non_corporate_taxes) * consumption_deflator_growth,
rebate_checks_arp_real = rebate_checks_arp - lag(rebate_checks_arp) * consumption_deflator_growth,
federal_other_direct_aid_arp_real = federal_other_direct_aid_arp - lag(federal_other_direct_aid_arp) * consumption_deflator_growth,
federal_other_vulnerable_arp_real = federal_other_vulnerable_arp - lag(federal_other_vulnerable_arp) * consumption_deflator_growth,
federal_aid_to_small_businesses_arp_real = federal_aid_to_small_businesses_arp - lag(federal_aid_to_small_businesses_arp) * consumption_deflator_growth,
federal_student_loans_real = federal_student_loans - lag(federal_student_loans) * consumption_deflator_growth,
supply_side_ira_real = supply_side_ira - lag(supply_side_ira) * consumption_deflator_growth,
rebate_checks_real = rebate_checks - lag(rebate_checks) * consumption_deflator_growth,
consumption_grants_real = consumption_grants - lag(consumption_grants) * consumption_deflator_growth,
investment_grants_real = investment_grants - lag(investment_grants) * consumption_deflator_growth
)

#------------------- Contributions Figures ----------------------------#
Expand Down Expand Up @@ -138,22 +192,89 @@ comparison_long <-

# Define the "components", i.e. the data we want to include in our contributions comparison plots
components <- c(

"fiscal_impact_measure",
"federal_contribution",
"fim_federal_purchases_real",
"nipa_federal_purchases_real",

"state_contribution",
"fim_state_purchases_real",
"nipa_state_purchases_real",

"consumption_contribution",
"consumption",
"fim_federal_purchases_real",
"fim_state_purchases_real",
"consumption_real",

"fiscal_impact_measure"
"nipa_federal_purchases_real",
"nipa_state_purchases_real",
"consumption_grants_contribution",
"investment_grants_contribution",
"consumption_grants_real",
"investment_grants_real",
"consumption_grants",
"investment_grants",
"federal_corporate_taxes_contribution",
"state_corporate_taxes_contribution",
"federal_corporate_taxes_real",
"state_corporate_taxes_real",
"federal_corporate_taxes",
"state_corporate_taxes",
"federal_non_corporate_taxes_contribution",
"state_non_corporate_taxes_contribution",
"federal_non_corporate_taxes_real",
"state_non_corporate_taxes_real",
"federal_non_corporate_taxes",
"state_non_corporate_taxes",
"supply_side_ira_contribution",
"supply_side_ira_real",
"supply_side_ira",
"transfers_contribution",
"federal_health_outlays_contribution",
"state_health_outlays_contribution",
"federal_health_outlays_real",
"state_health_outlays_real",
"federal_health_outlays",
"state_health_outlays",
"federal_subsidies_contribution",
"state_subsidies_contribution",
"federal_subsidies_real",
"state_subsidies_real",
"federal_subsidies",
"state_subsidies",
"federal_aid_to_small_businesses_arp_contribution",
"federal_aid_to_small_businesses_arp_real",
"federal_aid_to_small_businesses_arp",
"federal_ui_contribution",
"state_ui_contribution",
"federal_ui_real",
"state_ui_real",
"federal_ui",
"state_ui",
"federal_other_vulnerable_arp_contribution",
"federal_other_vulnerable_arp_real",
"federal_other_vulnerable_arp",
"rebate_checks_contribution",
"rebate_checks_real",
"rebate_checks",
"rebate_checks_arp_contribution",
"rebate_checks_arp_real",
"rebate_checks_arp",
"federal_other_direct_aid_arp_contribution",
"federal_other_direct_aid_arp_real",
"federal_other_direct_aid_arp",
"federal_social_benefits_contribution",
"state_social_benefits_contribution",
"federal_social_benefits_real",
"state_social_benefits_real",
"federal_social_benefits",
"state_social_benefits",
"federal_student_loans_contribution",
"federal_student_loans_real",
"federal_student_loans"
)

missing_components <- setdiff(components, unique(comparison_long$variable))
if (length(missing_components) > 0) {
warning(
"Missing update-comparison variables: ",
paste(missing_components, collapse = ", ")
)
}

# Define the comparison_ga function, which pulls in data (federal purchases
# contribution, for example) and generates a plot comparing the previous month's
# result to the current month's result
Expand Down