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📊 Update World Development Indicators to 2026-02-27#5723

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Marigold merged 8 commits intomasterfrom
update-wdi-2026-02-27
Mar 1, 2026
Merged

📊 Update World Development Indicators to 2026-02-27#5723
Marigold merged 8 commits intomasterfrom
update-wdi-2026-02-27

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@Marigold
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@Marigold Marigold commented Feb 27, 2026

Summary

Update World Development Indicators to 2026-02-27.

  • Data now includes 2025 column (was missing in 2026-01-29 snapshot)
  • 403,256 rows (+798), 1,516 indicators (+3 new HCI+ indicators, -9 old HCI)
  • 12 new Human Capital Index Plus (HCI+) indicators replace 9 old HCI indicators

Snapshot fixes

  • Use generic WDI_CSV.zip download URL to get latest data (the versioned URL from the API still pointed to the January release)
  • Handle 404 errors gracefully in legacy metadata API fetching
  • Preserve generic download URL when set in DVC file
Garden fixes
  • Fixed DAG: garden depended on old meadow/snapshot (2026-01-29) instead of new (2026-02-27) — caused 2025 data to silently not flow through
  • Added new HCI+ source mapping to wdi.sources.json (new URL: humancapital.worldbank.org)
  • Updated wdi.meta.yml: removed 9 old hd_hci_ovrl* vars, added 12 new hd_hcip_* vars via update_wdi_metadata.py
  • Added metadata for 9 computed variables (labor_force, GDP adjusted, etc.) required by stricter YAML validation
Grapher upload
  • sl_uem_totl_zs timespan on staging: 1991-2025 (confirmed)
  • 9 ghost variables cleaned up (old HCI indicators)

Test plan

  • Snapshot downloaded with 2025 data verified
  • Meadow step runs clean
  • Garden step runs clean
  • Grapher step runs clean and uploaded to staging
  • Verify SL.UEM.TOTL.ZS shows 2025 data on staging (timespan: 1991-2025)
  • Indicator upgrade on staging
  • Run update_wdi_metadata.py update-sources for new HCI+ source citations (requires OPENAI_API_KEY)

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chart-diff: ✅
  • 479/479 reviewed charts
  • Modified: 479/479
  • New: 0/0
  • Rejected: 0
  • Data changes: 0
  • Metadata changes: 10
data-diff: ❌ Found differences
= Dataset garden/demography/2024-07-15/population
  = Table population
  = Table population_original
  ~ Table historical (changed metadata)
+     + title: 'Land, Inputs and Sustainability: Land Use'
+     + description: |-
+     +   The FAOSTAT Land Use domain contains data on forty-four categories of land use, irrigation and agricultural practices and five indicators relevant to monitor agriculture, forestry and fisheries activities at national, regional and global level.
+     + 
+     +   Data are available by country and year, with global coverage and annual updates.
    ~ Column growth_rate_historical (changed metadata, changed data)
-       -   - 1800–1949: historical estimates by Gapminder (v7). Growth rate estimated over 1-year periods.
+       +   - 1800–1949: historical estimates by Gapminder (v7). Growth rate estimated over 50-year periods until 1900, then 10-year periods.
+       +   - 1950–2023: population records from the United Nations World Population Prospects (2024 revision). Growth rate estimated over 1-year periods.
-       -   - 1950–2023: population records from the United Nations World Population Prospects (2024 revision). We use the UN's published growth rates directly (based on mid-year population estimates).
-       - 
-       -   ### Display filtering
-       -   To reduce noise in sparse historical data, growth rates are selectively displayed:
-       - 
-       -   - 1700–1799: Only 100-year intervals (1700, 1800)
-       -   - 1800–1899: Only 100-year intervals (1800, 1900)
-       -   - 1900–1949: Only 5-year intervals (1900, 1905, 1910, etc.)
-       -   - 1950 onwards: All years (annual data)

        ~ Changed values: 27409 / 58824 (46.59%)
           country  year  growth_rate_historical -  growth_rate_historical +
          Eswatini  1964                     2.434                  2.376292
           Finland  1927                      <NA>                  0.960922
             Gabon  1986                     2.765                  2.759287
            Panama  1926                      <NA>                  0.559161
              USSR  1947                      <NA>                   0.89191
  = Table population_density
  ~ Table projections (changed metadata)
+     + title: 'Land, Inputs and Sustainability: Land Use'
+     + description: |-
+     +   The FAOSTAT Land Use domain contains data on forty-four categories of land use, irrigation and agricultural practices and five indicators relevant to monitor agriculture, forestry and fisheries activities at national, regional and global level.
+     + 
+     +   Data are available by country and year, with global coverage and annual updates.
    ~ Column growth_rate_projection (changed data)
        ~ Changed values: 18782 / 19712 (95.28%)
                        country  year  growth_rate_projection -  growth_rate_projection +
                          Nauru  2043                      1.18                  1.219317
          Sao Tome and Principe  2034                     1.813                  1.824028
                       Slovenia  2077                    -0.379                 -0.384743
                           Togo  2069                      1.17                  1.191711
              Wallis and Futuna  2076                    -0.524                 -0.580674
  ~ Table population_growth_rate (changed metadata)
-     - title: World Population Prospects
-     - description: |-
-     -   World Population Prospects 2024 is the 28th edition of the official estimates and projections of the global population that have been published by the United Nations since 1951. The estimates are based on all available sources of data on population size and levels of fertility, mortality and international migration for 237 countries or areas. If you have questions about this dataset, please refer to (https://population.un.org/wpp/faqs). You can also explore (https://population.un.org/wpp/data-sources) for each country or visit (https://population.un.org/wpp/) for more details.
    ~ Dim country
-       - Removed values: 22533 / 50636 (44.50%)
           year             country
           1846 Antigua and Barbuda
           1838             Bahrain
           1836  Dominican Republic
           1874               Italy
           1810             Myanmar
    ~ Dim year
-       - Removed values: 22533 / 50636 (44.50%)
                      country  year
          Antigua and Barbuda  1846
                      Bahrain  1838
           Dominican Republic  1836
                        Italy  1874
                      Myanmar  1810
    ~ Column growth_rate (changed metadata, changed data)
-       -   - 1800–1949: historical estimates by Gapminder (v7). Growth rate estimated over 1-year periods.
+       +   - 1800–1949: historical estimates by Gapminder (v7). Growth rate estimated over 50-year periods until 1900, then 10-year periods.
+       +   - 1950–2023: population records from the United Nations World Population Prospects (2024 revision). Growth rate estimated over 1-year periods.
-       -   - 1950–2023: population records from the United Nations World Population Prospects (2024 revision). We use the UN's published growth rates directly (based on mid-year population estimates).
-       - 
-       -   ### Display filtering
-       -   To reduce noise in sparse historical data, growth rates are selectively displayed:
-       - 
-       -   - 1700–1799: Only 100-year intervals (1700, 1800)
-       -   - 1800–1899: Only 100-year intervals (1800, 1900)
-       -   - 1900–1949: Only 5-year intervals (1900, 1905, 1910, etc.)
-       -   - 1950 onwards: All years (annual data)

-       - Removed values: 22533 / 50636 (44.50%)
                      country  year  growth_rate
          Antigua and Barbuda  1846         <NA>
                      Bahrain  1838         <NA>
           Dominican Republic  1836         <NA>
                        Italy  1874         <NA>
                      Myanmar  1810         <NA>
        ~ Changed values: 46180 / 50636 (91.20%)
              country  year  growth_rate -  growth_rate +
             Botswana  2002          1.772        1.88034
                 Laos  2062           0.14       0.155099
               Malawi  2086          0.621       0.632769
           San Marino  2050         -0.098      -0.130405
          Switzerland  1958          1.292       1.283671
= Dataset garden/wb/2025-07-01/income_groups_aggregations
  = Table income_groups_aggregations
+ Dataset garden/worldbank_wdi/2026-02-27/wdi
+ + Table wdi
+   + Column ag_con_fert_pt_zs
+   + Column ag_con_fert_zs
+   + Column ag_lnd_agri_k2
+   + Column ag_lnd_agri_zs
+   + Column ag_lnd_arbl_ha
+   + Column ag_lnd_arbl_ha_pc
+   + Column ag_lnd_arbl_zs
+   + Column ag_lnd_crel_ha
+   + Column ag_lnd_crop_zs
+   + Column ag_lnd_el5m_ru_k2
+   + Column ag_lnd_el5m_ru_zs
+   + Column ag_lnd_el5m_ur_k2
+   + Column ag_lnd_el5m_ur_zs
+   + Column ag_lnd_el5m_zs
+   + Column ag_lnd_frst_k2
+   + Column ag_lnd_frst_zs
+   + Column ag_lnd_irig_ag_zs
+   + Column ag_lnd_prcp_mm
+   + Column ag_lnd_totl_k2
+   + Column ag_lnd_totl_ru_k2
+   + Column ag_lnd_totl_ur_k2
+   + Column ag_prd_crel_mt
+   + Column ag_prd_crop_xd
+   + Column ag_prd_food_xd
+   + Column ag_prd_lvsk_xd
+   + Column ag_srf_totl_k2
+   + Column ag_yld_crel_kg
+   + Column bg_gsr_nfsv_gd_zs
+   + Column bm_gsr_cmcp_zs
+   + Column bm_gsr_fcty_cd
+   + Column bm_gsr_gnfs_cd
+   + Column bm_gsr_insf_zs
+   + Column bm_gsr_mrch_cd
+   + Column bm_gsr_nfsv_cd
+   + Column bm_gsr_royl_cd
+   + Column bm_gsr_totl_cd
+   + Column bm_gsr_tran_zs
+   + Column bm_gsr_trvl_zs
+   + Column bm_klt_dinv_cd_wd
+   + Column bm_klt_dinv_wd_gd_zs
+   + Column bm_trf_prvt_cd
+   + Column bn_cab_xoka_cd
+   + Column bn_cab_xoka_gd_zs
+   + Column bn_fin_totl_cd
+   + Column bn_gsr_fcty_cd
+   + Column bn_gsr_gnfs_cd
+   + Column bn_gsr_mrch_cd
+   + Column bn_kac_eoms_cd
+   + Column bn_klt_dinv_cd
+   + Column bn_klt_ptxl_cd
+   + Column bn_res_incl_cd
+   + Column bn_trf_curr_cd
+   + Column bn_trf_kogt_cd
+   + Column bx_grt_exta_cd_wd
+   + Column bx_grt_tech_cd_wd
+   + Column bx_gsr_ccis_cd
+   + Column bx_gsr_ccis_zs
+   + Column bx_gsr_cmcp_zs
+   + Column bx_gsr_fcty_cd
+   + Column bx_gsr_gnfs_cd
+   + Column bx_gsr_insf_zs
+   + Column bx_gsr_mrch_cd
+   + Column bx_gsr_nfsv_cd
+   + Column bx_gsr_royl_cd
+   + Column bx_gsr_totl_cd
+   + Column bx_gsr_tran_zs
+   + Column bx_gsr_trvl_zs
+   + Column bx_klt_dinv_cd_wd
+   + Column bx_klt_dinv_wd_gd_zs
+   + Column bx_pef_totl_cd_wd
+   + Column bx_trf_curr_cd
+   + Column bx_trf_pwkr_cd
+   + Column bx_trf_pwkr_dt_gd_zs
+   + Column cc_est
+   + Column cc_no_src
+   + Column cc_per_rnk
+   + Column cc_per_rnk_lower
+   + Column cc_per_rnk_upper
+   + Column cc_std_err
+   + Column cm_mkt_indx_zg
+   + Column cm_mkt_lcap_cd
+   + Column cm_mkt_lcap_gd_zs
+   + Column cm_mkt_ldom_no
+   + Column cm_mkt_trad_cd
+   + Column cm_mkt_trad_gd_zs
+   + Column cm_mkt_trnr
+   + Column dc_dac_ausl_cd
+   + Column dc_dac_autl_cd
+   + Column dc_dac_bell_cd
+   + Column dc_dac_canl_cd
+   + Column dc_dac_cecl_cd
+   + Column dc_dac_chel_cd
+   + Column dc_dac_czel_cd
+   + Column dc_dac_deul_cd
+   + Column dc_dac_dnkl_cd
+   + Column dc_dac_espl_cd
+   + Column dc_dac_estl_cd
+   + Column dc_dac_finl_cd
+   + Column dc_dac_fral_cd
+   + Column dc_dac_gbrl_cd
+   + Column dc_dac_grcl_cd
+   + Column dc_dac_hunl_cd
+   + Column dc_dac_irll_cd
+   + Column dc_dac_isll_cd
+   + Column dc_dac_ital_cd
+   + Column dc_dac_jpnl_cd
+   + Column dc_dac_korl_cd
+   + Column dc_dac_ltul_cd
+   + Column dc_dac_luxl_cd
+   + Column dc_dac_nldl_cd
+   + Column dc_dac_norl_cd
+   + Column dc_dac_nzll_cd
+   + Column dc_dac_poll_cd
+   + Column dc_dac_prtl_cd
+   + Column dc_dac_svkl_cd
+   + Column dc_dac_svnl_cd
+   + Column dc_dac_swel_cd
+   + Column dc_dac_totl_cd
+   + Column dc_dac_usal_cd
+   + Column dc_oda_tldc_cd
+   + Column dc_oda_tldc_gn_zs
+   + Column dc_oda_totl_cd
+   + Column dc_oda_totl_gn_zs
+   + Column dc_oda_totl_kd
+   + Column dt_dod_dect_cd
+   + Column dt_dod_dect_gn_zs
+   + Column dt_dod_dimf_cd
+   + Column dt_dod_dlxf_cd
+   + Column dt_dod_dpng_cd
+   + Column dt_dod_dppg_cd
+   + Column dt_dod_dstc_cd
+   + Column dt_dod_dstc_ir_zs
+   + Column dt_dod_dstc_xp_zs
+   + Column dt_dod_dstc_zs
+   + Column dt_dod_mibr_cd
+   + Column dt_dod_mida_cd
+   + Column dt_dod_mwbg_cd
+   + Column dt_dod_pvlx_cd
+   + Column dt_dod_pvlx_ex_zs
+   + Column dt_dod_pvlx_gn_zs
+   + Column dt_nfl_blat_cd
+   + Column dt_nfl_bond_cd
+   + Column dt_nfl_cerf_cd
+   + Column dt_nfl_dpng_cd
+   + Column dt_nfl_faog_cd
+   + Column dt_nfl_iaea_cd
+   + Column dt_nfl_ifad_cd
+   + Column dt_nfl_ilog_cd
+   + Column dt_nfl_imfc_cd
+   + Column dt_nfl_imfn_cd
+   + Column dt_nfl_mibr_cd
+   + Column dt_nfl_mida_cd
+   + Column dt_nfl_mlat_cd
+   + Column dt_nfl_moth_cd
+   + Column dt_nfl_nifc_cd
+   + Column dt_nfl_offt_cd
+   + Column dt_nfl_pbnd_cd
+   + Column dt_nfl_pcbk_cd
+   + Column dt_nfl_pcbo_cd
+   + Column dt_nfl_pngb_cd
+   + Column dt_nfl_pngc_cd
+   + Column dt_nfl_prop_cd
+   + Column dt_nfl_prvt_cd
+   + Column dt_nfl_rdbc_cd
+   + Column dt_nfl_rdbn_cd
+   + Column dt_nfl_sdgf_cd
+   + Column dt_nfl_sprp_cd
+   + Column dt_nfl_unai_cd
+   + Column dt_nfl_uncd_cd
+   + Column dt_nfl_uncf_cd
+   + Column dt_nfl_uncr_cd
+   + Column dt_nfl_unctad_cd
+   + Column dt_nfl_uncv_cd
+   + Column dt_nfl_undp_cd
+   + Column dt_nfl_unec_cd
+   + Column dt_nfl_unep_cd
+   + Column dt_nfl_unfp_cd
+   + Column dt_nfl_unid_cd
+   + Column dt_nfl_unido_cd
+   + Column dt_nfl_unpb_cd
+   + Column dt_nfl_unrw_cd
+   + Column dt_nfl_unta_cd
+   + Column dt_nfl_unwn_cd
+   + Column dt_nfl_unwt_cd
+   + Column dt_nfl_wfpg_cd
+   + Column dt_nfl_whol_cd
+   + Column dt_nfl_witc_cd
+   + Column dt_oda_alld_cd
+   + Column dt_oda_alld_kd
+   + Column dt_oda_oatl_cd
+   + Column dt_oda_oatl_kd
+   + Column dt_oda_odat_cd
+   + Column dt_oda_odat_gi_zs
+   + Column dt_oda_odat_gn_zs
+   + Column dt_oda_odat_kd
+   + Column dt_oda_odat_mp_zs
+   + Column dt_oda_odat_pc_zs
+   + Column dt_oda_odat_xp_zs
+   + Column dt_tds_dect_cd
+   + Column dt_tds_dect_ex_zs
+   + Column dt_tds_dect_gn_zs
+   + Column dt_tds_dimf_cd
+   + Column dt_tds_dppf_xp_zs
+   + Column dt_tds_dppg_cd
+   + Column dt_tds_dppg_gn_zs
+   + Column dt_tds_dppg_xp_zs
+   + Column dt_tds_mlat_cd
+   + Column dt_tds_mlat_pg_zs
+   + Column eg_cft_accs_ru_zs
+   + Column eg_cft_accs_ur_zs
+   + Column eg_cft_accs_zs
+   + Column eg_egy_prim_pp_kd
+   + Column eg_elc_accs_ru_zs
+   + Column eg_elc_accs_ur_zs
+   + Column eg_elc_accs_zs
+   + Column eg_elc_coal_zs
+   + Column eg_elc_fosl_zs
+   + Column eg_elc_hyro_zs
+   + Column eg_elc_loss_zs
+   + Column eg_elc_ngas_zs
+   + Column eg_elc_nucl_zs
+   + Column eg_elc_petr_zs
+   + Column eg_elc_rnew_zs
+   + Column eg_elc_rnwx_kh
+   + Column eg_elc_rnwx_zs
+   + Column eg_fec_rnew_zs
+   + Column eg_gdp_puse_ko_pp
+   + Column eg_gdp_puse_ko_pp_kd
+   + Column eg_imp_cons_zs
+   + Column eg_use_comm_cl_zs
+   + Column eg_use_comm_fo_zs
+   + Column eg_use_comm_gd_pp_kd
+   + Column eg_use_crnw_zs
+   + Column eg_use_elec_kh_pc
+   + Column eg_use_pcap_kg_oe
+   + Column en_atm_pm25_mc_m3
+   + Column en_atm_pm25_mc_t1_zs
+   + Column en_atm_pm25_mc_t2_zs
+   + Column en_atm_pm25_mc_t3_zs
+   + Column en_atm_pm25_mc_zs
+   + Column en_bir_thrd_no
+   + Column en_clc_drsk_xq
+   + Column en_clc_mdat_zs
+   + Column en_fsh_thrd_no
+   + Column en_ghg_all_lu_mt_ce_ar5
+   + Column en_ghg_all_mt_ce_ar5
+   + Column en_ghg_all_pc_ce_ar5
+   + Column en_ghg_ch4_ag_mt_ce_ar5
+   + Column en_ghg_ch4_bu_mt_ce_ar5
+   + Column en_ghg_ch4_fe_mt_ce_ar5
+   + Column en_ghg_ch4_ic_mt_ce_ar5
+   + Column en_ghg_ch4_ip_mt_ce_ar5
+   + Column en_ghg_ch4_mt_ce_ar5
+   + Column en_ghg_ch4_pi_mt_ce_ar5
+   + Column en_ghg_ch4_tr_mt_ce_ar5
+   + Column en_ghg_ch4_wa_mt_ce_ar5
+   + Column en_ghg_ch4_zg_ar5
+   + Column en_ghg_co2_ag_mt_ce_ar5
+   + Column en_ghg_co2_bu_mt_ce_ar5
+   + Column en_ghg_co2_fe_mt_ce_ar5
+   + Column en_ghg_co2_ic_mt_ce_ar5
+   + Column en_ghg_co2_ip_mt_ce_ar5
+   + Column en_ghg_co2_lu_df_mt_ce_ar5
+   + Column en_ghg_co2_lu_fl_mt_ce_ar5
+   + Column en_ghg_co2_lu_mt_ce_ar5
+   + Column en_ghg_co2_lu_ol_mt_ce_ar5
+   + Column en_ghg_co2_lu_os_mt_ce_ar5
+   + Column en_ghg_co2_mt_ce_ar5
+   + Column en_ghg_co2_pc_ce_ar5
+   + Column en_ghg_co2_pi_mt_ce_ar5
+   + Column en_ghg_co2_rt_gdp_kd
+   + Column en_ghg_co2_rt_gdp_pp_kd
+   + Column en_ghg_co2_tr_mt_ce_ar5
+   + Column en_ghg_co2_wa_mt_ce_ar5
+   + Column en_ghg_co2_zg_ar5
+   + Column en_ghg_fgas_ip_mt_ce_ar5
+   + Column en_ghg_n2o_ag_mt_ce_ar5
+   + Column en_ghg_n2o_bu_mt_ce_ar5
+   + Column en_ghg_n2o_fe_mt_ce_ar5
+   + Column en_ghg_n2o_ic_mt_ce_ar5
+   + Column en_ghg_n2o_ip_mt_ce_ar5
+   + Column en_ghg_n2o_mt_ce_ar5
+   + Column en_ghg_n2o_pi_mt_ce_ar5
+   + Column en_ghg_n2o_tr_mt_ce_ar5
+   + Column en_ghg_n2o_wa_mt_ce_ar5
+   + Column en_ghg_n2o_zg_ar5
+   + Column en_ghg_tot_zg_ar5
+   + Column en_hpt_thrd_no
+   + Column en_mam_thrd_no
+   + Column en_pop_dnst
+   + Column en_pop_el5m_ru_zs
+   + Column en_pop_el5m_ur_zs
+   + Column en_pop_el5m_zs
+   + Column en_pop_slum_ur_zs
+   + Column en_urb_lcty
+   + Column en_urb_lcty_ur_zs
+   + Column en_urb_mcty
+   + Column en_urb_mcty_tl_zs
+   + Column er_fsh_aqua_mt
+   + Column er_fsh_capt_mt
+   + Column er_fsh_prod_mt
+   + Column er_gdp_fwtl_m3_kd
+   + Column er_h2o_fwag_zs
+   + Column er_h2o_fwdm_zs
+   + Column er_h2o_fwin_zs
+   + Column er_h2o_fwst_zs
+   + Column er_h2o_fwtl_k3
+   + Column er_h2o_fwtl_zs
+   + Column er_h2o_intr_k3
+   + Column er_h2o_intr_pc
+   + Column er_lnd_ptld_zs
+   + Column er_mrn_ptmr_zs
+   + Column er_ptd_totl_zs
+   + Column fb_ast_nper_zs
+   + Column fb_atm_totl_p5
+   + Column fb_bnk_capa_zs
+   + Column fb_cbk_brch_p5
+   + Column fb_cbk_brwr_p3
+   + Column fb_cbk_dptr_p3
+   + Column fd_ast_prvt_gd_zs
+   + Column fd_res_liqu_as_zs
+   + Column fi_res_totl_cd
+   + Column fi_res_totl_dt_zs
+   + Column fi_res_totl_mo
+   + Column fi_res_xgld_cd
+   + Column fm_ast_cgov_zg_m3
+   + Column fm_ast_domo_zg_m3
+   + Column fm_ast_doms_cn
+   + Column fm_ast_nfrg_cn
+   + Column fm_ast_prvt_gd_zs
+   + Column fm_ast_prvt_zg_m3
+   + Column fm_lbl_bmny_cn
+   + Column fm_lbl_bmny_gd_zs
+   + Column fm_lbl_bmny_ir_zs
+   + Column fm_lbl_bmny_zg
+   + Column fp_cpi_totl
+   + Column fp_cpi_totl_zg
+   + Column fp_wpi_totl
+   + Column fr_inr_dpst
+   + Column fr_inr_lend
+   + Column fr_inr_lndp
+   + Column fr_inr_rinr
+   + Column fr_inr_risk
+   + Column fs_ast_cgov_gd_zs
+   + Column fs_ast_domo_gd_zs
+   + Column fs_ast_doms_gd_zs
+   + Column fs_ast_prvt_gd_zs
+   + Column fx_own_totl_40_zs
+   + Column fx_own_totl_60_zs
+   + Column fx_own_totl_fe_zs
+   + Column fx_own_totl_ma_zs
+   + Column fx_own_totl_ol_zs
+   + Column fx_own_totl_pl_zs
+   + Column fx_own_totl_so_zs
+   + Column fx_own_totl_yg_zs
+   + Column fx_own_totl_zs
+   + Column gb_xpd_rsdv_gd_zs
+   + Column gc_ast_totl_cn
+   + Column gc_ast_totl_gd_zs
+   + Column gc_dod_totl_cn
+   + Column gc_dod_totl_gd_zs
+   + Column gc_lbl_totl_cn
+   + Column gc_lbl_totl_gd_zs
+   + Column gc_nfn_totl_cn
+   + Column gc_nfn_totl_gd_zs
+   + Column gc_nld_totl_cn
+   + Column gc_nld_totl_gd_zs
+   + Column gc_rev_gotr_cn
+   + Column gc_rev_gotr_zs
+   + Column gc_rev_socl_cn
+   + Column gc_rev_socl_zs
+   + Column gc_rev_xgrt_cn
+   + Column gc_rev_xgrt_gd_zs
+   + Column gc_tax_expt_cn
+   + Column gc_tax_expt_zs
+   + Column gc_tax_gsrv_cn
+   + Column gc_tax_gsrv_rv_zs
+   + Column gc_tax_gsrv_va_zs
+   + Column gc_tax_impt_cn
+   + Column gc_tax_impt_zs
+   + Column gc_tax_intt_cn
+   + Column gc_tax_intt_rv_zs
+   + Column gc_tax_othr_cn
+   + Column gc_tax_othr_rv_zs
+   + Column gc_tax_totl_cn
+   + Column gc_tax_totl_gd_zs
+   + Column gc_tax_ypkg_cn
+   + Column gc_tax_ypkg_rv_zs
+   + Column gc_tax_ypkg_zs
+   + Column gc_xpn_comp_cn
+   + Column gc_xpn_comp_zs
+   + Column gc_xpn_gsrv_cn
+   + Column gc_xpn_gsrv_zs
+   + Column gc_xpn_intp_cn
+   + Column gc_xpn_intp_rv_zs
+   + Column gc_xpn_intp_zs
+   + Column gc_xpn_othr_cn
+   + Column gc_xpn_othr_zs
+   + Column gc_xpn_totl_cn
+   + Column gc_xpn_totl_gd_zs
+   + Column gc_xpn_trft_cn
+   + Column gc_xpn_trft_zs
+   + Column ge_est
+   + Column ge_no_src
+   + Column ge_per_rnk
+   + Column ge_per_rnk_lower
+   + Column ge_per_rnk_upper
+   + Column ge_std_err
+   + Column gf_xpd_budg_zs
+   + Column hd_hcip_educ_fe
+   + Column hd_hcip_educ_ma
+   + Column hd_hcip_educ_to
+   + Column hd_hcip_hlth_fe
+   + Column hd_hcip_hlth_ma
+   + Column hd_hcip_hlth_to
+   + Column hd_hcip_otjl_fe
+   + Column hd_hcip_otjl_ma
+   + Column hd_hcip_otjl_to
+   + Column hd_hcip_ovrl_fe
+   + Column hd_hcip_ovrl_ma
+   + Column hd_hcip_ovrl_to
+   + Column ic_bre_be_os
+   + Column ic_bre_be_p1
+   + Column ic_bre_be_p2
+   + Column ic_bre_be_p3
+   + Column ic_bre_bi_os
+   + Column ic_bre_bi_p1
+   + Column ic_bre_bi_p2
+   + Column ic_bre_bi_p3
+   + Column ic_bre_bl_os
+   + Column ic_bre_bl_p1
+   + Column ic_bre_bl_p2
+   + Column ic_bre_bl_p3
+   + Column ic_bre_dr_os
+   + Column ic_bre_dr_p1
+   + Column ic_bre_dr_p2
+   + Column ic_bre_dr_p3
+   + Column ic_bre_fs_os
+   + Column ic_bre_fs_p1
+   + Column ic_bre_fs_p2
+   + Column ic_bre_fs_p3
+   + Column ic_bre_it_os
+   + Column ic_bre_it_p1
+   + Column ic_bre_it_p2
+   + Column ic_bre_it_p3
+   + Column ic_bre_lb_os
+   + Column ic_bre_lb_p1
+   + Column ic_bre_lb_p2
+   + Column ic_bre_lb_p3
+   + Column ic_bre_mc_os
+   + Column ic_bre_mc_p1
+   + Column ic_bre_mc_p2
+   + Column ic_bre_mc_p3
+   + Column ic_bre_p1_rf
+   + Column ic_bre_p2_ps
+   + Column ic_bre_p3_oe
+   + Column ic_bre_tx_os
+   + Column ic_bre_tx_p1
+   + Column ic_bre_tx_p2
+   + Column ic_bre_tx_p3
+   + Column ic_bre_us_os
+   + Column ic_bre_us_p1
+   + Column ic_bre_us_p2
+   + Column ic_bre_us_p3
+   + Column ic_bus_ndns_zs
+   + Column ic_bus_nreg
+   + Column ic_cus_durs_ex
+   + Column ic_cus_durs_im
+   + Column ic_elc_durs
+   + Column ic_elc_outg_zs
+   + Column ic_frm_bkwc_zs
+   + Column ic_frm_bnkl_zs
+   + Column ic_frm_bnks_zs
+   + Column ic_frm_brib_zs
+   + Column ic_frm_cdp_zs
+   + Column ic_frm_cmpu_zs
+   + Column ic_frm_co2_zs
+   + Column ic_frm_corr_zs
+   + Column ic_frm_crdc_fl_zs
+   + Column ic_frm_crdc_pt_zs
+   + Column ic_frm_durs
+   + Column ic_frm_engm_zs
+   + Column ic_frm_exs_zs
+   + Column ic_frm_femm_zs
+   + Column ic_frm_femo_zs
+   + Column ic_frm_fo_zs
+   + Column ic_frm_freg_zs
+   + Column ic_frm_lotm_zs
+   + Column ic_frm_metg_zs
+   + Column ic_frm_nprd_zs
+   + Column ic_frm_outg_zs
+   + Column ic_frm_taxe_zs
+   + Column ic_frm_trng_zs
+   + Column ic_gov_durs_zs
+   + Column ic_mng_ind
+   + Column ic_tax_gift_zs
+   + Column ic_tax_metg
+   + Column ie_ppi_engy_cd
+   + Column ie_ppi_icti_cd
+   + Column ie_ppi_tran_cd
+   + Column ie_ppi_watr_cd
+   + Column ie_ppn_engy_cd
+   + Column ie_ppn_icti_cd
+   + Column ie_ppn_tran_cd
+   + Column ie_ppn_watr_cd
+   + Column ip_ids_nrct
+   + Column ip_ids_rsct
+   + Column ip_jrn_artc_sc
+   + Column ip_pat_nres
+   + Column ip_pat_resd
+   + Column ip_tmk_nrct
+   + Column ip_tmk_rsct
+   + Column iq_cpa_breg_xq
+   + Column iq_cpa_debt_xq
+   + Column iq_cpa_econ_xq
+   + Column iq_cpa_envr_xq
+   + Column iq_cpa_finq_xq
+   + Column iq_cpa_fins_xq
+   + Column iq_cpa_fisp_xq
+   + Column iq_cpa_gndr_xq
+   + Column iq_cpa_hres_xq
+   + Column iq_cpa_irai_xq
+   + Column iq_cpa_macr_xq
+   + Column iq_cpa_padm_xq
+   + Column iq_cpa_pres_xq
+   + Column iq_cpa_prop_xq
+   + Column iq_cpa_prot_xq
+   + Column iq_cpa_pubs_xq
+   + Column iq_cpa_revn_xq
+   + Column iq_cpa_soci_xq
+   + Column iq_cpa_strc_xq
+   + Column iq_cpa_trad_xq
+   + Column iq_cpa_tran_xq
+   + Column iq_spi_ovrl
+   + Column iq_spi_pil1
+   + Column iq_spi_pil2
+   + Column iq_spi_pil3
+   + Column iq_spi_pil4
+   + Column iq_spi_pil5
+   + Column is_air_dprt
+   + Column is_air_good_mt_k1
+   + Column is_air_psgr
+   + Column is_rrs_good_mt_k6
+   + Column is_rrs_pasg_km
+   + Column is_rrs_totl_km
+   + Column is_shp_gcnw_xq
+   + Column is_shp_good_tu
+   + Column it_cel_sets
+   + Column it_cel_sets_p2
+   + Column it_mlt_main
+   + Column it_mlt_main_p2
+   + Column it_net_bbnd
+   + Column it_net_bbnd_p2
+   + Column it_net_secr
+   + Column it_net_secr_p6
+   + Column it_net_user_fe_zs
+   + Column it_net_user_ma_zs
+   + Column it_net_user_zs
+   + Column lp_exp_durs_md
+   + Column lp_imp_durs_md
+   + Column lp_lpi_cust_xq
+   + Column lp_lpi_infr_xq
+   + Column lp_lpi_itrn_xq
+   + Column lp_lpi_logs_xq
+   + Column lp_lpi_ovrl_xq
+   + Column lp_lpi_time_xq
+   + Column lp_lpi_trac_xq
+   + Column ms_mil_mprt_kd
+   + Column ms_mil_totl_p1
+   + Column ms_mil_totl_tf_zs
+   + Column ms_mil_xpnd_cd
+   + Column ms_mil_xpnd_cn
+   + Column ms_mil_xpnd_gd_zs
+   + Column ms_mil_xpnd_zs
+   + Column ms_mil_xprt_kd
+   + Column ne_con_govt_cd
+   + Column ne_con_govt_cn
+   + Column ne_con_govt_kd
+   + Column ne_con_govt_kd_zg
+   + Column ne_con_govt_kn
+   + Column ne_con_govt_zs
+   + Column ne_con_prvt_cd
+   + Column ne_con_prvt_cn
+   + Column ne_con_prvt_cn_ad
+   + Column ne_con_prvt_kd
+   + Column ne_con_prvt_kd_zg
+   + Column ne_con_prvt_kn
+   + Column ne_con_prvt_pc_kd
+   + Column ne_con_prvt_pc_kd_zg
+   + Column ne_con_prvt_pp_cd
+   + Column ne_con_prvt_pp_kd
+   + Column ne_con_prvt_zs
+   + Column ne_con_totl_cd
+   + Column ne_con_totl_cn
+   + Column ne_con_totl_kd
+   + Column ne_con_totl_kd_zg
+   + Column ne_con_totl_kn
+   + Column ne_con_totl_zs
+   + Column ne_dab_defl_zs
+   + Column ne_dab_totl_cd
+   + Column ne_dab_totl_cn
+   + Column ne_dab_totl_kd
+   + Column ne_dab_totl_kn
+   + Column ne_dab_totl_zs
+   + Column ne_exp_gnfs_cd
+   + Column ne_exp_gnfs_cn
+   + Column ne_exp_gnfs_kd
+   + Column ne_exp_gnfs_kd_zg
+   + Column ne_exp_gnfs_kn
+   + Column ne_exp_gnfs_zs
+   + Column ne_gdi_fprv_cn
+   + Column ne_gdi_fprv_zs
+   + Column ne_gdi_ftot_cd
+   + Column ne_gdi_ftot_cn
+   + Column ne_gdi_ftot_kd
+   + Column ne_gdi_ftot_kd_zg
+   + Column ne_gdi_ftot_kn
+   + Column ne_gdi_ftot_zs
+   + Column ne_gdi_stkb_cd
+   + Column ne_gdi_stkb_cn
+   + Column ne_gdi_stkb_kn
+   + Column ne_gdi_totl_cd
+   + Column ne_gdi_totl_cn
+   + Column ne_gdi_totl_kd
+   + Column ne_gdi_totl_kd_zg
+   + Column ne_gdi_totl_kn
+   + Column ne_gdi_totl_zs
+   + Column ne_imp_gnfs_cd
+   + Column ne_imp_gnfs_cn
+   + Column ne_imp_gnfs_kd
+   + Column ne_imp_gnfs_kd_zg
+   + Column ne_imp_gnfs_kn
+   + Column ne_imp_gnfs_zs
+   + Column ne_rsb_gnfs_cd
+   + Column ne_rsb_gnfs_cn
+   + Column ne_rsb_gnfs_kn
+   + Column ne_rsb_gnfs_zs
+   + Column ne_trd_gnfs_zs
+   + Column nv_agr_empl_kd
+   + Column nv_agr_totl_cd
+   + Column nv_agr_totl_cn
+   + Column nv_agr_totl_kd
+   + Column nv_agr_totl_kd_zg
+   + Column nv_agr_totl_kn
+   + Column nv_agr_totl_zs
+   + Column nv_fsm_totl_cn
+   + Column nv_fsm_totl_kn
+   + Column nv_ind_empl_kd
+   + Column nv_ind_manf_cd
+   + Column nv_ind_manf_cn
+   + Column nv_ind_manf_kd
+   + Column nv_ind_manf_kd_zg
+   + Column nv_ind_manf_kn
+   + Column nv_ind_manf_zs
+   + Column nv_ind_totl_cd
+   + Column nv_ind_totl_cn
+   + Column nv_ind_totl_kd
+   + Column nv_ind_totl_kd_zg
+   + Column nv_ind_totl_kn
+   + Column nv_ind_totl_zs
+   + Column nv_mnf_chem_zs_un
+   + Column nv_mnf_fbto_zs_un
+   + Column nv_mnf_mtrn_zs_un
+   + Column nv_mnf_othr_zs_un
+   + Column nv_mnf_tech_zs_un
+   + Column nv_mnf_txtl_zs_un
+   + Column nv_srv_empl_kd
+   + Column nv_srv_totl_cd
+   + Column nv_srv_totl_cn
+   + Column nv_srv_totl_kd
+   + Column nv_srv_totl_kd_zg
+   + Column nv_srv_totl_kn
+   + Column nv_srv_totl_zs
+   + Column ny_adj_aedu_cd
+   + Column ny_adj_aedu_gn_zs
+   + Column ny_adj_dco2_cd
+   + Column ny_adj_dco2_gn_zs
+   + Column ny_adj_dfor_cd
+   + Column ny_adj_dfor_gn_zs
+   + Column ny_adj_dkap_cd
+   + Column ny_adj_dkap_gn_zs
+   + Column ny_adj_dmin_cd
+   + Column ny_adj_dmin_gn_zs
+   + Column ny_adj_dngy_cd
+   + Column ny_adj_dngy_gn_zs
+   + Column ny_adj_dpem_cd
+   + Column ny_adj_dpem_gn_zs
+   + Column ny_adj_dres_gn_zs
+   + Column ny_adj_ictr_gn_zs
+   + Column ny_adj_nnat_cd
+   + Column ny_adj_nnat_gn_zs
+   + Column ny_adj_nnty_cd
+   + Column ny_adj_nnty_kd
+   + Column ny_adj_nnty_kd_zg
+   + Column ny_adj_nnty_pc_cd
+   + Column ny_adj_nnty_pc_kd
+   + Column ny_adj_nnty_pc_kd_zg
+   + Column ny_adj_svng_cd
+   + Column ny_adj_svng_gn_zs
+   + Column ny_adj_svnx_cd
+   + Column ny_adj_svnx_gn_zs
+   + Column ny_exp_capm_kn
+   + Column ny_gdp_coal_rt_zs
+   + Column ny_gdp_defl_kd_zg
+   + Column ny_gdp_defl_kd_zg_ad
+   + Column ny_gdp_defl_zs
+   + Column ny_gdp_defl_zs_ad
+   + Column ny_gdp_disc_cn
+   + Column ny_gdp_disc_kn
+   + Column ny_gdp_fcst_cd
+   + Column ny_gdp_fcst_cn
+   + Column ny_gdp_fcst_kd
+   + Column ny_gdp_fcst_kn
+   + Column ny_gdp_frst_rt_zs
+   + Column ny_gdp_minr_rt_zs
+   + Column ny_gdp_mktp_cd
+   + Column ny_gdp_mktp_cn
+   + Column ny_gdp_mktp_cn_ad
+   + Column ny_gdp_mktp_kd
+   + Column ny_gdp_mktp_kd_zg
+   + Column ny_gdp_mktp_kn
+   + Column ny_gdp_mktp_pp_cd
+   + Column ny_gdp_mktp_pp_kd
+   + Column ny_gdp_ngas_rt_zs
+   + Column ny_gdp_pcap_cd
+   + Column ny_gdp_pcap_cn
+   + Column ny_gdp_pcap_kd
+   + Column ny_gdp_pcap_kd_zg
+   + Column ny_gdp_pcap_kn
+   + Column ny_gdp_pcap_pp_cd
+   + Column ny_gdp_pcap_pp_kd
+   + Column ny_gdp_petr_rt_zs
+   + Column ny_gdp_totl_rt_zs
+   + Column ny_gds_totl_cd
+   + Column ny_gds_totl_cn
+   + Column ny_gds_totl_zs
+   + Column ny_gdy_totl_kn
+   + Column ny_gnp_atls_cd
+   + Column ny_gnp_mktp_cd
+   + Column ny_gnp_mktp_cn
+   + Column ny_gnp_mktp_cn_ad
+   + Column ny_gnp_mktp_kd
+   + Column ny_gnp_mktp_kd_zg
+   + Column ny_gnp_mktp_kn
+   + Column ny_gnp_mktp_pp_cd
+   + Column ny_gnp_mktp_pp_kd
+   + Column ny_gnp_pcap_cd
+   + Column ny_gnp_pcap_cn
+   + Column ny_gnp_pcap_kd
+   + Column ny_gnp_pcap_kd_zg
+   + Column ny_gnp_pcap_kn
+   + Column ny_gnp_pcap_pp_cd
+   + Column ny_gnp_pcap_pp_kd
+   + Column ny_gns_ictr_cd
+   + Column ny_gns_ictr_cn
+   + Column ny_gns_ictr_gn_zs
+   + Column ny_gns_ictr_zs
+   + Column ny_gsr_nfcy_cd
+   + Column ny_gsr_nfcy_cn
+   + Column ny_gsr_nfcy_kn
+   + Column ny_tax_nind_cd
+   + Column ny_tax_nind_cn
+   + Column ny_tax_nind_kn
+   + Column ny_trf_nctr_cd
+   + Column ny_trf_nctr_cn
+   + Column ny_trf_nctr_kn
+   + Column ny_ttf_gnfs_kn
+   + Column pa_nus_atls
+   + Column pa_nus_fcrf
+   + Column pa_nus_ppp
+   + Column pa_nus_pppc_rf
+   + Column pa_nus_prvt_pp
+   + Column pv_est
+   + Column pv_no_src
+   + Column pv_per_rnk
+   + Column pv_per_rnk_lower
+   + Column pv_per_rnk_upper
+   + Column pv_std_err
+   + Column px_rex_reer
+   + Column rl_est
+   + Column rl_no_src
+   + Column rl_per_rnk
+   + Column rl_per_rnk_lower
+   + Column rl_per_rnk_upper
+   + Column rl_std_err
+   + Column rq_est
+   + Column rq_no_src
+   + Column rq_per_rnk
+   + Column rq_per_rnk_lower
+   + Column rq_per_rnk_upper
+   + Column rq_std_err
+   + Column se_adt_1524_lt_fe_zs
+   + Column se_adt_1524_lt_fm_zs
+   + Column se_adt_1524_lt_ma_zs
+   + Column se_adt_1524_lt_zs
+   + Column se_adt_litr_fe_zs
+   + Column se_adt_litr_ma_zs
+   + Column se_adt_litr_zs
+   + Column se_com_durs
+   + Column se_enr_prim_fm_zs
+   + Column se_enr_prsc_fm_zs
+   + Column se_enr_seco_fm_zs
+   + Column se_enr_tert_fm_zs
+   + Column se_lpv_prim
+   + Column se_lpv_prim_fe
+   + Column se_lpv_prim_ld
+   + Column se_lpv_prim_ld_fe
+   + Column se_lpv_prim_ld_ma
+   + Column se_lpv_prim_ma
+   + Column se_lpv_prim_sd
+   + Column se_lpv_prim_sd_fe
+   + Column se_lpv_prim_sd_ma
+   + Column se_pre_durs
+   + Column se_pre_enrl_tc_zs
+   + Column se_pre_enrr
+   + Column se_pre_enrr_fe
+   + Column se_pre_enrr_ma
+   + Column se_pre_tcaq_fe_zs
+   + Column se_pre_tcaq_ma_zs
+   + Column se_pre_tcaq_zs
+   + Column se_prm_ages
+   + Column se_prm_cmpt_fe_zs
+   + Column se_prm_cmpt_ma_zs
+   + Column se_prm_cmpt_zs
+   + Column se_prm_cuat_fe_zs
+   + Column se_prm_cuat_ma_zs
+   + Column se_prm_cuat_zs
+   + Column se_prm_durs
+   + Column se_prm_enrl
+   + Column se_prm_enrl_fe_zs
+   + Column se_prm_enrl_tc_zs
+   + Column se_prm_enrr
+   + Column se_prm_enrr_fe
+   + Column se_prm_enrr_ma
+   + Column se_prm_gint_fe_zs
+   + Column se_prm_gint_ma_zs
+   + Column se_prm_gint_zs
+   + Column se_prm_nenr
+   + Column se_prm_nenr_fe
+   + Column se_prm_nenr_ma
+   + Column se_prm_nint_fe_zs
+   + Column se_prm_nint_ma_zs
+   + Column se_prm_nint_zs
+   + Column se_prm_oenr_fe_zs
+   + Column se_prm_oenr_ma_zs
+   + Column se_prm_oenr_zs
+   + Column se_prm_priv_zs
+   + Column se_prm_prs5_fe_zs
+   + Column se_prm_prs5_ma_zs
+   + Column se_prm_prs5_zs
+   + Column se_prm_prsl_fe_zs
+   + Column se_prm_prsl_ma_zs
+   + Column se_prm_prsl_zs
+   + Column se_prm_rept_fe_zs
+   + Column se_prm_rept_ma_zs
+   + Column se_prm_rept_zs
+   + Column se_prm_tcaq_fe_zs
+   + Column se_prm_tcaq_ma_zs
+   + Column se_prm_tcaq_zs
+   + Column se_prm_tchr
+   + Column se_prm_tchr_fe_zs
+   + Column se_prm_tenr
+   + Column se_prm_tenr_fe
+   + Column se_prm_tenr_ma
+   + Column se_prm_uner
+   + Column se_prm_uner_fe
+   + Column se_prm_uner_fe_zs
+   + Column se_prm_uner_ma
+   + Column se_prm_uner_ma_zs
+   + Column se_prm_uner_zs
+   + Column se_sec_ages
+   + Column se_sec_cmpt_lo_fe_zs
+   + Column se_sec_cmpt_lo_ma_zs
+   + Column se_sec_cmpt_lo_zs
+   + Column se_sec_cuat_lo_fe_zs
+   + Column se_sec_cuat_lo_ma_zs
+   + Column se_sec_cuat_lo_zs
+   + Column se_sec_cuat_po_fe_zs
+   + Column se_sec_cuat_po_ma_zs
+   + Column se_sec_cuat_po_zs
+   + Column se_sec_cuat_up_fe_zs
+   + Column se_sec_cuat_up_ma_zs
+   + Column se_sec_cuat_up_zs
+   + Column se_sec_durs
+   + Column se_sec_enrl
+   + Column se_sec_enrl_fe_zs
+   + Column se_sec_enrl_gc
+   + Column se_sec_enrl_gc_fe_zs
+   + Column se_sec_enrl_lo_tc_zs
+   + Column se_sec_enrl_tc_zs
+   + Column se_sec_enrl_up_tc_zs
+   + Column se_sec_enrl_vo
+   + Column se_sec_enrl_vo_fe_zs
+   + Column se_sec_enrr
+   + Column se_sec_enrr_fe
+   + Column se_sec_enrr_ma
+   + Column se_sec_nenr
+   + Column se_sec_nenr_fe
+   + Column se_sec_nenr_ma
+   + Column se_sec_priv_zs
+   + Column se_sec_prog_fe_zs
+   + Column se_sec_prog_ma_zs
+   + Column se_sec_prog_zs
+   + Column se_sec_tcaq_fe_zs
+   + Column se_sec_tcaq_lo_fe_zs
+   + Column se_sec_tcaq_lo_ma_zs
+   + Column se_sec_tcaq_lo_zs
+   + Column se_sec_tcaq_ma_zs
+   + Column se_sec_tcaq_up_fe_zs
+   + Column se_sec_tcaq_up_ma_zs
+   + Column se_sec_tcaq_up_zs
+   + Column se_sec_tcaq_zs
+   + Column se_sec_tchr
+   + Column se_sec_tchr_fe
+   + Column se_sec_tchr_fe_zs
+   + Column se_sec_uner_lo_fe_zs
+   + Column se_sec_uner_lo_ma_zs
+   + Column se_sec_uner_lo_zs
+   + Column se_ter_cuat_ba_fe_zs
+   + Column se_ter_cuat_ba_ma_zs
+   + Column se_ter_cuat_ba_zs
+   + Column se_ter_cuat_do_fe_zs
+   + Column se_ter_cuat_do_ma_zs
+   + Column se_ter_cuat_do_zs
+   + Column se_ter_cuat_ms_fe_zs
+   + Column se_ter_cuat_ms_ma_zs
+   + Column se_ter_cuat_ms_zs
+   + Column se_ter_cuat_st_fe_zs
+   + Column se_ter_cuat_st_ma_zs
+   + Column se_ter_cuat_st_zs
+   + Column se_ter_enrl_tc_zs
+   + Column se_ter_enrr
+   + Column se_ter_enrr_fe
+   + Column se_ter_enrr_ma
+   + Column se_ter_tchr_fe_zs
+   + Column se_xpd_cprm_zs
+   + Column se_xpd_csec_zs
+   + Column se_xpd_cter_zs
+   + Column se_xpd_ctot_zs
+   + Column se_xpd_prim_pc_zs
+   + Column se_xpd_prim_zs
+   + Column se_xpd_seco_pc_zs
+   + Column se_xpd_seco_zs
+   + Column se_xpd_tert_pc_zs
+   + Column se_xpd_tert_zs
+   + Column se_xpd_totl_gb_zs
+   + Column se_xpd_totl_gd_zs
+   + Column sg_dmk_alld_fn_zs
+   + Column sg_dmk_srcr_fn_zs
+   + Column sg_gen_parl_zs
+   + Column sg_law_indx
+   + Column sg_tim_uwrk_fe
+   + Column sg_tim_uwrk_ma
+   + Column sg_vaw_1549_zs
+   + Column sg_vaw_argu_zs
+   + Column sg_vaw_burn_zs
+   + Column sg_vaw_goes_zs
+   + Column sg_vaw_negl_zs
+   + Column sg_vaw_reas_zs
+   + Column sg_vaw_refu_zs
+   + Column sh_alc_pcap_fe_li
+   + Column sh_alc_pcap_li
+   + Column sh_alc_pcap_ma_li
+   + Column sh_anm_allw_zs
+   + Column sh_anm_chld_zs
+   + Column sh_anm_nprg_zs
+   + Column sh_con_1524_fe_zs
+   + Column sh_con_1524_ma_zs
+   + Column sh_dth_0509
+   + Column sh_dth_1014
+   + Column sh_dth_1519
+   + Column sh_dth_2024
+   + Column sh_dth_comm_zs
+   + Column sh_dth_imrt
+   + Column sh_dth_injr_zs
+   + Column sh_dth_mort
+   + Column sh_dth_ncom_zs
+   + Column sh_dth_nmrt
+   + Column sh_dyn_0509
+   + Column sh_dyn_1014
+   + Column sh_dyn_1519
+   + Column sh_dyn_2024
+   + Column sh_dyn_aids_fe_zs
+   + Column sh_dyn_aids_zs
+   + Column sh_dyn_mort
+   + Column sh_dyn_mort_fe
+   + Column sh_dyn_mort_ma
+   + Column sh_dyn_ncom_fe_zs
+   + Column sh_dyn_ncom_ma_zs
+   + Column sh_dyn_ncom_zs
+   + Column sh_dyn_nmrt
+   + Column sh_fpl_satm_zs
+   + Column sh_h2o_basw_ru_zs
+   + Column sh_h2o_basw_ur_zs
+   + Column sh_h2o_basw_zs
+   + Column sh_h2o_smdw_ru_zs
+   + Column sh_h2o_smdw_ur_zs
+   + Column sh_h2o_smdw_zs
+   + Column sh_hiv_0014
+   + Column sh_hiv_1524_fe_zs
+   + Column sh_hiv_1524_ma_zs
+   + Column sh_hiv_artc_zs
+   + Column sh_hiv_incd
+   + Column sh_hiv_incd_14
+   + Column sh_hiv_incd_tl
+   + Column sh_hiv_incd_tl_p3
+   + Column sh_hiv_incd_yg
+   + Column sh_hiv_incd_yg_p3
+   + Column sh_hiv_incd_zs
+   + Column sh_hiv_pmtc_zs
+   + Column sh_imm_hepb
+   + Column sh_imm_idpt
+   + Column sh_imm_meas
+   + Column sh_med_beds_zs
+   + Column sh_med_cmhw_p3
+   + Column sh_med_numw_p3
+   + Column sh_med_phys_zs
+   + Column sh_med_saop_p5
+   + Column sh_mlr_incd_p3
+   + Column sh_mlr_nets_zs
+   + Column sh_mlr_tret_zs
+   + Column sh_mmr_dths
+   + Column sh_mmr_risk
+   + Column sh_mmr_risk_zs
+   + Column sh_prg_anem
+   + Column sh_prv_smok
+   + Column sh_prv_smok_fe
+   + Column sh_prv_smok_ma
+   + Column sh_sgr_crsk_zs
+   + Column sh_sgr_irsk_zs
+   + Column sh_sgr_proc_p5
+   + Column sh_sta_airp_fe_p5
+   + Column sh_sta_airp_ma_p5
+   + Column sh_sta_airp_p5
+   + Column sh_sta_anvc_zs
+   + Column sh_sta_aric_zs
+   + Column sh_sta_bass_ru_zs
+   + Column sh_sta_bass_ur_zs
+   + Column sh_sta_bass_zs
+   + Column sh_sta_bfed_zs
+   + Column sh_sta_brtc_zs
+   + Column sh_sta_brtw_zs
+   + Column sh_sta_diab_zs
+   + Column sh_sta_fgms_zs
+   + Column sh_sta_hygn_ru_zs
+   + Column sh_sta_hygn_ur_zs
+   + Column sh_sta_hygn_zs
+   + Column sh_sta_maln_fe_zs
+   + Column sh_sta_maln_ma_zs
+   + Column sh_sta_maln_zs
+   + Column sh_sta_mmrt
+   + Column sh_sta_mmrt_ne
+   + Column sh_sta_odfc_ru_zs
+   + Column sh_sta_odfc_ur_zs
+   + Column sh_sta_odfc_zs
+   + Column sh_sta_orcf_zs
+   + Column sh_sta_orth
+   + Column sh_sta_owgh_fe_zs
+   + Column sh_sta_owgh_ma_zs
+   + Column sh_sta_owgh_me_fe_zs
+   + Column sh_sta_owgh_me_ma_zs
+   + Column sh_sta_owgh_me_zs
+   + Column sh_sta_owgh_zs
+   + Column sh_sta_pois_p5
+   + Column sh_sta_pois_p5_fe
+   + Column sh_sta_pois_p5_ma
+   + Column sh_sta_smss_ru_zs
+   + Column sh_sta_smss_ur_zs
+   + Column sh_sta_smss_zs
+   + Column sh_sta_stnt_fe_zs
+   + Column sh_sta_stnt_ma_zs
+   + Column sh_sta_stnt_me_fe_zs
+   + Column sh_sta_stnt_me_ma_zs
+   + Column sh_sta_stnt_me_zs
+   + Column sh_sta_stnt_zs
+   + Column sh_sta_suic_fe_p5
+   + Column sh_sta_suic_ma_p5
+   + Column sh_sta_suic_p5
+   + Column sh_sta_traf_p5
+   + Column sh_sta_wash_p5
+   + Column sh_sta_wast_fe_zs
+   + Column sh_sta_wast_ma_zs
+   + Column sh_sta_wast_zs
+   + Column sh_svr_wast_fe_zs
+   + Column sh_svr_wast_ma_zs
+   + Column sh_svr_wast_zs
+   + Column sh_tbs_cure_zs
+   + Column sh_tbs_dtec_zs
+   + Column sh_tbs_incd
+   + Column sh_vac_ttns_zs
+   + Column sh_xpd_chex_gd_zs
+   + Column sh_xpd_chex_pc_cd
+   + Column sh_xpd_chex_pp_cd
+   + Column sh_xpd_ehex_ch_zs
+   + Column sh_xpd_ehex_pc_cd
+   + Column sh_xpd_ehex_pp_cd
+   + Column sh_xpd_ghed_ch_zs
+   + Column sh_xpd_ghed_gd_zs
+   + Column sh_xpd_ghed_ge_zs
+   + Column sh_xpd_ghed_pc_cd
+   + Column sh_xpd_ghed_pp_cd
+   + Column sh_xpd_oopc_ch_zs
+   + Column sh_xpd_oopc_pc_cd
+   + Column sh_xpd_oopc_pp_cd
+   + Column sh_xpd_pvtd_ch_zs
+   + Column sh_xpd_pvtd_pc_cd
+   + Column sh_xpd_pvtd_pp_cd
+   + Column sh_uhc_fh40
+   + Column sh_uhc_fh40_further
+   + Column sh_uhc_fh40_impov
+   + Column sh_uhc_fh40_large
+   + Column sh_uhc_fh40_pushed
+   + Column sh_uhc_sci
+   + Column sh_uhc_sci_capacity
+   + Column sh_uhc_sci_id
+   + Column sh_uhc_sci_ncd
+   + Column sh_uhc_sci_rmnch
+   + Column si_dst_02nd_20
+   + Column si_dst_03rd_20
+   + Column si_dst_04th_20
+   + Column si_dst_05th_20
+   + Column si_dst_10th_10
+   + Column si_dst_50md
+   + Column si_dst_frst_10
+   + Column si_dst_frst_20
+   + Column si_pov_dday
+   + Column si_pov_gaps
+   + Column si_pov_gini
+   + Column si_pov_lmic
+   + Column si_pov_lmic_gp
+   + Column si_pov_mpun
+   + Column si_pov_mpwb
+   + Column si_pov_nahc
+   + Column si_pov_sopo
+   + Column si_pov_umic
+   + Column si_pov_umic_gp
+   + Column si_spr_pc40
+   + Column si_spr_pc40_zg
+   + Column si_spr_pcap
+   + Column si_spr_pcap_zg
+   + Column si_spr_pgap
+   + Column sl_agr_0714_fe_zs
+   + Column sl_agr_0714_ma_zs
+   + Column sl_agr_0714_zs
+   + Column sl_agr_empl_fe_zs
+   + Column sl_agr_empl_ma_zs
+   + Column sl_agr_empl_zs
+   + Column sl_emp_1524_sp_fe_ne_zs
+   + Column sl_emp_1524_sp_fe_zs
+   + Column sl_emp_1524_sp_ma_ne_zs
+   + Column sl_emp_1524_sp_ma_zs
+   + Column sl_emp_1524_sp_ne_zs
+   + Column sl_emp_1524_sp_zs
+   + Column sl_emp_mpyr_fe_zs
+   + Column sl_emp_mpyr_ma_zs
+   + Column sl_emp_mpyr_zs
+   + Column sl_emp_self_fe_zs
+   + Column sl_emp_self_ma_zs
+   + Column sl_emp_self_zs
+   + Column sl_emp_smgt_fe_zs
+   + Column sl_emp_totl_sp_fe_ne_zs
+   + Column sl_emp_totl_sp_fe_zs
+   + Column sl_emp_totl_sp_ma_ne_zs
+   + Column sl_emp_totl_sp_ma_zs
+   + Column sl_emp_totl_sp_ne_zs
+   + Column sl_emp_totl_sp_zs
+   + Column sl_emp_vuln_fe_zs
+   + Column sl_emp_vuln_ma_zs
+   + Column sl_emp_vuln_zs
+   + Column sl_emp_work_fe_zs
+   + Column sl_emp_work_ma_zs
+   + Column sl_emp_work_zs
+   + Column sl_fam_0714_fe_zs
+   + Column sl_fam_0714_ma_zs
+   + Column sl_fam_0714_zs
+   + Column sl_fam_work_fe_zs
+   + Column sl_fam_work_ma_zs
+   + Column sl_fam_work_zs
+   + Column sl_gdp_pcap_em_kd
+   + Column sl_ind_empl_fe_zs
+   + Column sl_ind_empl_ma_zs
+   + Column sl_ind_empl_zs
+   + Column sl_mnf_0714_fe_zs
+   + Column sl_mnf_0714_ma_zs
+   + Column sl_mnf_0714_zs
+   + Column sl_slf_0714_fe_zs
+   + Column sl_slf_0714_ma_zs
+   + Column sl_slf_0714_zs
+   + Column sl_srv_0714_fe_zs
+   + Column sl_srv_0714_ma_zs
+   + Column sl_srv_0714_zs
+   + Column sl_srv_empl_fe_zs
+   + Column sl_srv_empl_ma_zs
+   + Column sl_srv_empl_zs
+   + Column sl_tlf_0714_fe_zs
+   + Column sl_tlf_0714_ma_zs
+   + Column sl_tlf_0714_sw_fe_tm
+   + Column sl_tlf_0714_sw_fe_zs
+   + Column sl_tlf_0714_sw_ma_tm
+   + Column sl_tlf_0714_sw_ma_zs
+   + Column sl_tlf_0714_sw_tm
+   + Column sl_tlf_0714_sw_zs
+   + Column sl_tlf_0714_wk_fe_tm
+   + Column sl_tlf_0714_wk_fe_zs
+   + Column sl_tlf_0714_wk_ma_tm
+   + Column sl_tlf_0714_wk_ma_zs
+   + Column sl_tlf_0714_wk_tm
+   + Column sl_tlf_0714_wk_zs
+   + Column sl_tlf_0714_zs
+   + Column sl_tlf_acti_1524_fe_ne_zs
+   + Column sl_tlf_acti_1524_fe_zs
+   + Column sl_tlf_acti_1524_ma_ne_zs
+   + Column sl_tlf_acti_1524_ma_zs
+   + Column sl_tlf_acti_1524_ne_zs
+   + Column sl_tlf_acti_1524_zs
+   + Column sl_tlf_acti_fe_zs
+   + Column sl_tlf_acti_ma_zs
+   + Column sl_tlf_acti_zs
+   + Column sl_tlf_advn_fe_zs
+   + Column sl_tlf_advn_ma_zs
+   + Column sl_tlf_advn_zs
+   + Column sl_tlf_basc_fe_zs
+   + Column sl_tlf_basc_ma_zs
+   + Column sl_tlf_basc_zs
+   + Column sl_tlf_cact_fe_ne_zs
+   + Column sl_tlf_cact_fe_zs
+   + Column sl_tlf_cact_fm_ne_zs
+   + Column sl_tlf_cact_fm_zs
+   + Column sl_tlf_cact_ma_ne_zs
+   + Column sl_tlf_cact_ma_zs
+   + Column sl_tlf_cact_ne_zs
+   + Column sl_tlf_cact_zs
+   + Column sl_tlf_intm_fe_zs
+   + Column sl_tlf_intm_ma_zs
+   + Column sl_tlf_intm_zs
+   + Column sl_tlf_part_fe_zs
+   + Column sl_tlf_part_ma_zs
+   + Column sl_tlf_part_zs
+   + Column sl_tlf_totl_fe_zs
+   + Column sl_tlf_totl_in
+   + Column sl_uem_1524_fe_ne_zs
+   + Column sl_uem_1524_fe_zs
+   + Column sl_uem_1524_ma_ne_zs
+   + Column sl_uem_1524_ma_zs
+   + Column sl_uem_1524_ne_zs
+   + Column sl_uem_1524_zs
+   + Column sl_uem_advn_fe_zs
+   + Column sl_uem_advn_ma_zs
+   + Column sl_uem_advn_zs
+   + Column sl_uem_basc_fe_zs
+   + Column sl_uem_basc_ma_zs
+   + Column sl_uem_basc_zs
+   + Column sl_uem_intm_fe_zs
+   + Column sl_uem_intm_ma_zs
+   + Column sl_uem_intm_zs
+   + Column sl_uem_neet_fe_me_zs
+   + Column sl_uem_neet_fe_zs
+   + Column sl_uem_neet_ma_me_zs
+   + Column sl_uem_neet_ma_zs
+   + Column sl_uem_neet_me_zs
+   + Column sl_uem_neet_zs
+   + Column sl_uem_totl_fe_ne_zs
+   + Column sl_uem_totl_fe_zs
+   + Column sl_uem_totl_ma_ne_zs
+   + Column sl_uem_totl_ma_zs
+   + Column sl_uem_totl_ne_zs
+   + Column sl_uem_totl_zs
+   + Column sl_wag_0714_fe_zs
+   + Column sl_wag_0714_ma_zs
+   + Column sl_wag_0714_zs
+   + Column sm_pop_asys_ea
+   + Column sm_pop_asys_eo
+   + Column sm_pop_fdip
+   + Column sm_pop_idpc
+   + Column sm_pop_netm
+   + Column sm_pop_opip_ea
+   + Column sm_pop_opip_eo
+   + Column sm_pop_rhcr_ea
+   + Column sm_pop_rhcr_eo
+   + Column sm_pop_rrwa_ea
+   + Column sm_pop_rrwa_eo
+   + Column sm_pop_totl
+   + Column sm_pop_totl_zs
+   + Column sn_itk_defc_zs
+   + Column sn_itk_msfi_zs
+   + Column sn_itk_salt_zs
+   + Column sn_itk_svfi_zs
+   + Column sn_itk_vita_zs
+   + Column sp_ado_tfrt
+   + Column sp_dyn_amrt_fe
+   + Column sp_dyn_amrt_ma
+   + Column sp_dyn_cbrt_in
+   + Column sp_dyn_cdrt_in
+   + Column sp_dyn_conm_zs
+   + Column sp_dyn_conu_zs
+   + Column sp_dyn_imrt_fe_in
+   + Column sp_dyn_imrt_in
+   + Column sp_dyn_imrt_ma_in
+   + Column sp_dyn_le00_fe_in
+   + Column sp_dyn_le00_in
+   + Column sp_dyn_le00_ma_in
+   + Column sp_dyn_tfrt_in
+   + Column sp_dyn_to65_fe_zs
+   + Column sp_dyn_to65_ma_zs
+   + Column sp_dyn_wfrt
+   + Column sp_hou_fema_zs
+   + Column sp_m15_2024_fe_zs
+   + Column sp_m18_2024_fe_zs
+   + Column sp_mtr_1519_zs
+   + Column sp_pop_0004_fe_5y
+   + Column sp_pop_0004_ma_5y
+   + Column sp_pop_0014_fe_in
+   + Column sp_pop_0014_fe_zs
+   + Column sp_pop_0014_ma_in
+   + Column sp_pop_0014_ma_zs
+   + Column sp_pop_0014_to
+   + Column sp_pop_0014_to_zs
+   + Column sp_pop_0509_fe_5y
+   + Column sp_pop_0509_ma_5y
+   + Column sp_pop_1014_fe_5y
+   + Column sp_pop_1014_ma_5y
+   + Column sp_pop_1519_fe_5y
+   + Column sp_pop_1519_ma_5y
+   + Column sp_pop_1564_fe_in
+   + Column sp_pop_1564_fe_zs
+   + Column sp_pop_1564_ma_in
+   + Column sp_pop_1564_ma_zs
+   + Column sp_pop_1564_to
+   + Column sp_pop_1564_to_zs
+   + Column sp_pop_2024_fe_5y
+   + Column sp_pop_2024_ma_5y
+   + Column sp_pop_2529_fe_5y
+   + Column sp_pop_2529_ma_5y
+   + Column sp_pop_3034_fe_5y
+   + Column sp_pop_3034_ma_5y
+   + Column sp_pop_3539_fe_5y
+   + Column sp_pop_3539_ma_5y
+   + Column sp_pop_4044_fe_5y
+   + Column sp_pop_4044_ma_5y
+   + Column sp_pop_4549_fe_5y
+   + Column sp_pop_4549_ma_5y
+   + Column sp_pop_5054_fe_5y
+   + Column sp_pop_5054_ma_5y
+   + Column sp_pop_5559_fe_5y
+   + Column sp_pop_5559_ma_5y
+   + Column sp_pop_6064_fe_5y
+   + Column sp_pop_6064_ma_5y
+   + Column sp_pop_6569_fe_5y
+   + Column sp_pop_6569_ma_5y
+   + Column sp_pop_65up_fe_in
+   + Column sp_pop_65up_fe_zs
+   + Column sp_pop_65up_ma_in
+   + Column sp_pop_65up_ma_zs
+   + Column sp_pop_65up_to
+   + Column sp_pop_65up_to_zs
+   + Column sp_pop_7074_fe_5y
+   + Column sp_pop_7074_ma_5y
+   + Column sp_pop_7579_fe_5y
+   + Column sp_pop_7579_ma_5y
+   + Column sp_pop_80up_fe_5y
+   + Column sp_pop_80up_ma_5y
+   + Column sp_pop_brth_mf
+   + Column sp_pop_dpnd
+   + Column sp_pop_dpnd_ol
+   + Column sp_pop_dpnd_yg
+   + Column sp_pop_grow
+   + Column sp_pop_scie_rd_p6
+   + Column sp_pop_tech_rd_p6
+   + Column sp_pop_totl
+   + Column sp_pop_totl_fe_in
+   + Column sp_pop_totl_fe_zs
+   + Column sp_pop_totl_ma_in
+   + Column sp_pop_totl_ma_zs
+   + Column sp_reg_brth_fe_zs
+   + Column sp_reg_brth_ma_zs
+   + Column sp_reg_brth_ru_zs
+   + Column sp_reg_brth_ur_zs
+   + Column sp_reg_brth_zs
+   + Column sp_reg_dths_zs
+   + Column sp_rur_totl
+   + Column sp_rur_totl_zg
+   + Column sp_rur_totl_zs
+   + Column sp_urb_grow
+   + Column sp_urb_totl
+   + Column sp_urb_totl_in_zs
+   + Column sp_uwt_tfrt
+   + Column st_int_arvl
+   + Column st_int_dprt
+   + Column st_int_rcpt_cd
+   + Column st_int_rcpt_xp_zs
+   + Column st_int_trnr_cd
+   + Column st_int_trnx_cd
+   + Column st_int_tvlr_cd
+   + Column st_int_tvlx_cd
+   + Column st_int_xpnd_cd
+   + Column st_int_xpnd_mp_zs
+   + Column tg_val_totl_gd_zs
+   + Column tm_qty_mrch_xd_wd
+   + Column tm_tax_manf_bc_zs
+   + Column tm_tax_manf_br_zs
+   + Column tm_tax_manf_sm_ar_zs
+   + Column tm_tax_manf_sm_fn_zs
+   + Column tm_tax_manf_wm_ar_zs
+   + Column tm_tax_manf_wm_fn_zs
+   + Column tm_tax_mrch_bc_zs
+   + Column tm_tax_mrch_br_zs
+   + Column tm_tax_mrch_sm_ar_zs
+   + Column tm_tax_mrch_sm_fn_zs
+   + Column tm_tax_mrch_wm_ar_zs
+   + Column tm_tax_mrch_wm_fn_zs
+   + Column tm_tax_tcom_bc_zs
+   + Column tm_tax_tcom_br_zs
+   + Column tm_tax_tcom_sm_ar_zs
+   + Column tm_tax_tcom_sm_fn_zs
+   + Column tm_tax_tcom_wm_ar_zs
+   + Column tm_tax_tcom_wm_fn_zs
+   + Column tm_uvi_mrch_xd_wd
+   + Column tm_val_agri_zs_un
+   + Column tm_val_food_zs_un
+   + Column tm_val_fuel_zs_un
+   + Column tm_val_ictg_zs_un
+   + Column tm_val_insf_zs_wt
+   + Column tm_val_manf_zs_un
+   + Column tm_val_mmtl_zs_un
+   + Column tm_val_mrch_al_zs
+   + Column tm_val_mrch_cd_wt
+   + Column tm_val_mrch_hi_zs
+   + Column tm_val_mrch_or_zs
+   + Column tm_val_mrch_r1_zs
+   + Column tm_val_mrch_r2_zs
+   + Column tm_val_mrch_r3_zs
+   + Column tm_val_mrch_r4_zs
+   + Column tm_val_mrch_r5_zs
+   + Column tm_val_mrch_r6_zs
+   + Column tm_val_mrch_rs_zs
+   + Column tm_val_mrch_wl_cd
+   + Column tm_val_mrch_wr_zs
+   + Column tm_val_mrch_xd_wd
+   + Column tm_val_othr_zs_wt
+   + Column tm_val_serv_cd_wt
+   + Column tm_val_tran_zs_wt
+   + Column tm_val_trvl_zs_wt
+   + Column tt_pri_mrch_xd_wd
+   + Column tx_mnf_tech_zs_un
+   + Column tx_qty_mrch_xd_wd
+   + Column tx_uvi_mrch_xd_wd
+   + Column tx_val_agri_zs_un
+   + Column tx_val_food_zs_un
+   + Column tx_val_fuel_zs_un
+   + Column tx_val_ictg_zs_un
+   + Column tx_val_insf_zs_wt
+   + Column tx_val_manf_zs_un
+   + Column tx_val_mmtl_zs_un
+   + Column tx_val_mrch_al_zs
+   + Column tx_val_mrch_cd_wt
+   + Column tx_val_mrch_hi_zs
+   + Column tx_val_mrch_or_zs
+   + Column tx_val_mrch_r1_zs
+   + Column tx_val_mrch_r2_zs
+   + Column tx_val_mrch_r3_zs
+   + Column tx_val_mrch_r4_zs
+   + Column tx_val_mrch_r5_zs
+   + Column tx_val_mrch_r6_zs
+   + Column tx_val_mrch_rs_zs
+   + Column tx_val_mrch_wl_cd
+   + Column tx_val_mrch_wr_zs
+   + Column tx_val_mrch_xd_wd
+   + Column tx_val_othr_zs_wt
+   + Column tx_val_serv_cd_wt
+   + Column tx_val_tech_cd
+   + Column tx_val_tech_mf_zs
+   + Column tx_val_tran_zs_wt
+   + Column tx_val_trvl_zs_wt
+   + Column va_est
+   + Column va_no_src
+   + Column va_per_rnk
+   + Column va_per_rnk_lower
+   + Column va_per_rnk_upper
+   + Column va_std_err
+   + Column vc_btl_deth
+   + Column vc_idp_nwcv
+   + Column vc_idp_nwds
+   + Column vc_ihr_psrc_fe_p5
+   + Column vc_ihr_psrc_ma_p5
+   + Column vc_ihr_psrc_p5
+   + Column per_allsp_adq_pop_tot
+   + Column per_allsp_ben_q1_tot
+   + Column per_allsp_cov_pop_tot
+   + Column per_lm_alllm_adq_pop_tot
+   + Column per_lm_alllm_ben_q1_tot
+   + Column per_lm_alllm_cov_pop_tot
+   + Column per_lm_alllm_cov_q1_tot
+   + Column per_lm_alllm_cov_q2_tot
+   + Column per_lm_alllm_cov_q3_tot
+   + Column per_lm_alllm_cov_q4_tot
+   + Column per_lm_alllm_cov_q5_tot
+   + Column per_sa_allsa_adq_pop_tot
+   + Column per_sa_allsa_ben_q1_tot
+   + Column per_sa_allsa_cov_pop_tot
+   + Column per_sa_allsa_cov_q1_tot
+   + Column per_sa_allsa_cov_q2_tot
+   + Column per_sa_allsa_cov_q3_tot
+   + Column per_sa_allsa_cov_q4_tot
+   + Column per_sa_allsa_cov_q5_tot
+   + Column per_si_allsi_adq_pop_tot
+   + Column per_si_allsi_ben_q1_tot
+   + Column per_si_allsi_cov_pop_tot
+   + Column per_si_allsi_cov_q1_tot
+   + Column per_si_allsi_cov_q2_tot
+   + Column per_si_allsi_cov_q3_tot
+   + Column per_si_allsi_cov_q4_tot
+   + Column per_si_allsi_cov_q5_tot
+   + Column omm_urb_pop_slum
+   + Column omm_urb_pop_nonslum
+   + Column omm_share_service_exports
+   + Column omm_merch_exp_share_gdp
+   + Column omm_goods_exp_share_gdp
+   + Column omm_tax_rev_percap
+   + Column omm_net_savings_percap
+   + Column armed_forces_share_population
+   + Column si_rmt_cost_ib_zs
+   + Column si_rmt_cost_ob_zs
+   + Column bx_trf_pwkr_cd_dt
+   + Column bm_trf_pwkr_cd_dt
+   + Column ny_gdp_mktp_cd_adjusted
+   + Column ny_gdp_pcap_cd_adjusted
+   + Column eg_elc_accs_zs_without
+   + Column eg_cft_accs_zs_without
+   + Column eg_elc_accs_zs_number
+   + Column eg_elc_accs_zs_without_number
+   + Column eg_cft_accs_zs_number
+   + Column eg_cft_accs_zs_without_number
+   + Column patents_per_million_people
+   + Column articles_per_million_people
+   + Column unemployment_rate_ilo_modeling_comparison_absolute
+   + Column number_below_working_age
+   + Column labor_force
+   + Column number_employed
+   + Column number_unemployed
+   + Column number_out_of_labor_force
+   + Column population


Legend: +New  ~Modified  -Removed  =Identical  Details
Hint: Run this locally with etl diff REMOTE data/ --include yourdataset --verbose --snippet

Automatically updated datasets matching excess_mortality|covid|fluid|flunet|country_profile|garden/ihme_gbd/2019/gbd_risk are not included

Edited: 2026-03-01 08:01:11 UTC
Execution time: 6.90 seconds

Marigold and others added 2 commits February 27, 2026 12:38
… 404s

- Use generic WDI_CSV.zip URL to get newest data (includes 2025 column)
- Handle 404 errors gracefully in legacy metadata fetching
- Preserve generic URL when set in DVC file

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…tadata

- Fix DAG: garden now depends on new meadow/snapshot (2026-02-27), not old (2026-01-29)
- Add new HCI+ source mapping to wdi.sources.json
- Update wdi.meta.yml: remove 9 old hd_hci_ovrl vars, add 12 new hd_hcip vars
- Add computed variable metadata (labor_force, GDP adjusted, etc.) to YAML
- Copy update_wdi_metadata.py from previous version
- Update skill and CLAUDE.md with DAG consistency and --force guidance

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@Marigold Marigold marked this pull request as ready for review March 1, 2026 07:57
@Marigold Marigold merged commit 0dead25 into master Mar 1, 2026
3 of 4 checks passed
@Marigold Marigold deleted the update-wdi-2026-02-27 branch March 1, 2026 08:19
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2 participants