From f7bf15c4e8254ebc43a109ed377af23a59ddfdaf Mon Sep 17 00:00:00 2001
From: Bob Verity <bobverity1@gmail.com>
Date: Fri, 13 Mar 2026 17:07:20 +0000
Subject: [PATCH] added newly identified studies into data-geoff, and
 propagated through to new STAVE object. Saved script for plotting breakdown
 of samples by source

---
 analysis/03_process_geoff.R                   |   5 +
 analysis/11_merge_stave.R                     |   2 +-
 analysis/12_plot_samples.R                    |  97 ++++++++++++++++++
 .../data-derived/geoff_to_k13_coverage.csv    |  22 +---
 ...0002_ayelaw_eth2023_v01_STAVE_imputed.xlsx | Bin 8125 -> 8124 bytes
 ...s0003_gidey_eth2022_v01_STAVE_imputed.xlsx | Bin 14118 -> 14117 bytes
 ...s0004_fola_eth_622i_v01_STAVE_imputed.xlsx | Bin 14075 -> 14074 bytes
 ...reteab_eritrea_622i_v01_STAVE_imputed.xlsx | Bin 13776 -> 13776 bytes
 ...6_WRAIR_kenread_ken_v01_STAVE_imputed.xlsx | Bin 35703 -> 35703 bytes
 ...7_connelly_2024_zim_v01_STAVE_imputed.xlsx | Bin 466646 -> 466646 bytes
 .../s0008a_MSMT_TZA_22_v01_STAVE_imputed.xlsx | Bin 8820 -> 8820 bytes
 .../s0008b_MSMT_TZA_23_v01_STAVE_imputed.xlsx | Bin 13422 -> 13422 bytes
 ...karamoko_mgem_unpub_v01_STAVE_imputed.xlsx | Bin 14400 -> 14400 bytes
 ...ues-mari_gmms_unpub_v01_STAVE_imputed.xlsx | Bin 8630 -> 8630 bytes
 ...0012_tes_kagera_tza_v01_STAVE_imputed.xlsx | Bin 7386 -> 7386 bytes
 .../s0013_MSMT_TZA_21_v01_STAVE_imputed.xlsx  | Bin 69797 -> 69797 bytes
 ...014_young_rwa_unpub_v01_STAVE_imputed.xlsx | Bin 57329 -> 57329 bytes
 ...connelly_2024_elife_v01_STAVE_imputed.xlsx | Bin 64760 -> 64760 bytes
 .../s0019a_conrad_v01_STAVE_imputed.xlsx      | Bin 56239 -> 56239 bytes
 .../s0020_some_2024_v01_STAVE_imputed.xlsx    | Bin 7387 -> 7387 bytes
 .../s0021_roh_2023_v01_STAVE_imputed.xlsx     | Bin 7393 -> 7393 bytes
 ...linadelafuente_2023_v01_STAVE_imputed.xlsx | Bin 10969 -> 10969 bytes
 ...ola_2024_zambiacmed_v01_STAVE_imputed.xlsx | Bin 32674 -> 32674 bytes
 ...ola_2023_zambiamalj_v01_STAVE_imputed.xlsx | Bin 12033 -> 12033 bytes
 .../s0025_ogwang_aac_v01_STAVE_imputed.xlsx   | Bin 7385 -> 7385 bytes
 .../s0026_verity_v01_STAVE_imputed.xlsx       | Bin 212319 -> 212319 bytes
 .../s0028_alemayehu_v01_STAVE_imputed.xlsx    | Bin 7784 -> 7784 bytes
 .../s0035_kirby_v01_STAVE_imputed.xlsx        | Bin 10044 -> 10044 bytes
 .../s0036_schreidah_v01_STAVE_imputed.xlsx    | Bin 7419 -> 7419 bytes
 .../s0042_mesiakahunu_v01_STAVE_imputed.xlsx  | Bin 10555 -> 10555 bytes
 .../s0043_vanloon_v01_STAVE_imputed.xlsx      | Bin 7201 -> 7200 bytes
 .../s0045_bakari_v01_STAVE_imputed.xlsx       | Bin 17646 -> 17645 bytes
 .../s0048_vanloon_v01_STAVE_imputed.xlsx      | Bin 7205 -> 7203 bytes
 .../s0049_plucinski_v01_STAVE_imputed.xlsx    | Bin 7921 -> 7919 bytes
 .../s0050_davlantes_v01_STAVE_imputed.xlsx    | Bin 8532 -> 8530 bytes
 .../s0053_issa_v01_STAVE_imputed.xlsx         | Bin 8485 -> 8484 bytes
 .../s0054_laminou_v01_STAVE_imputed.xlsx      | Bin 8467 -> 8466 bytes
 .../s0055_dorkenoo_v01_STAVE_imputed.xlsx     | Bin 7942 -> 7941 bytes
 .../s0059_osborne_v01_STAVE_imputed.xlsx      | Bin 7342 -> 7341 bytes
 .../s0060_angwe_2024_v01_STAVE_imputed.xlsx   | Bin 7294 -> 7294 bytes
 ...061_kamaliddin_2024_v01_STAVE_imputed.xlsx | Bin 10312 -> 10312 bytes
 ...0062_vonwowern_2024_v01_STAVE_imputed.xlsx | Bin 6820 -> 6820 bytes
 .../s0063_ngasala_2024_v01_STAVE_imputed.xlsx | Bin 8729 -> 8729 bytes
 .../s0065_ndiaye_v01_STAVE_imputed.xlsx       | Bin 12483 -> 12483 bytes
 .../s0067_makenga_2022_v01_STAVE_imputed.xlsx | Bin 7343 -> 7343 bytes
 .../s0068_dasilva_2023_v01_STAVE_imputed.xlsx | Bin 8318 -> 8318 bytes
 ...1_mohammed_sdn_2018_v01_STAVE_imputed.xlsx | Bin 6793 -> 6793 bytes
 ...0072_makau_ken_2024_v01_STAVE_imputed.xlsx | Bin 7278 -> 7278 bytes
 ...0073_agaba_uga_2024_v01_STAVE_imputed.xlsx | Bin 8969 -> 8968 bytes
 ...074_lepiscopia_2025_v01_STAVE_imputed.xlsx | Bin 8021 -> 8020 bytes
 .../s0075_eloff_2025_v01_STAVE_imputed.xlsx   | Bin 12455 -> 12454 bytes
 .../s0076_martin_2025_v01_STAVE_imputed.xlsx  | Bin 10199 -> 10198 bytes
 ...0101_plucinski_2017_v01_STAVE_imputed.xlsx | Bin 7901 -> 7900 bytes
 .../s0103_ebel_2021_v01_STAVE_imputed.xlsx    | Bin 7332 -> 7332 bytes
 ...s0105_kpemasse_2021_v01_STAVE_imputed.xlsx | Bin 6846 -> 6846 bytes
 ...106_lepiscopia_2023_v01_STAVE_imputed.xlsx | Bin 7374 -> 7374 bytes
 .../s0108_natama_2020_v01_STAVE_imputed.xlsx  | Bin 6854 -> 6854 bytes
 .../s0109_gansane_2021_v01_STAVE_imputed.xlsx | Bin 6810 -> 6810 bytes
 .../s0110_tarama_2023_v01_STAVE_imputed.xlsx  | Bin 7178 -> 7178 bytes
 .../s0113_mbenda_2016_v01_STAVE_imputed.xlsx  | Bin 6797 -> 6797 bytes
 ...114_lepiscopia_2021_v01_STAVE_imputed.xlsx | Bin 7976 -> 7976 bytes
 ...0115_tuedomagb_2021_v01_STAVE_imputed.xlsx | Bin 7131 -> 7131 bytes
 ..._mairet_khedim_2021_v01_STAVE_imputed.xlsx | Bin 7273 -> 7273 bytes
 .../s0117_nanarrd_2023_v01_STAVE_imputed.xlsx | Bin 7230 -> 7229 bytes
 ..._nzoumbou-boko_2020_v01_STAVE_imputed.xlsx | Bin 7876 -> 7875 bytes
 ...s0119_mayengue_2018_v01_STAVE_imputed.xlsx | Bin 7846 -> 7845 bytes
 .../s0120_yobi_2020_v01_STAVE_imputed.xlsx    | Bin 7821 -> 7820 bytes
 .../s0121_li_2014_v01_STAVE_imputed.xlsx      | Bin 6760 -> 6759 bytes
 .../s0122_li_2015_v01_STAVE_imputed.xlsx      | Bin 6870 -> 6869 bytes
 ...23_riloharivas_2021_v01_STAVE_imputed.xlsx | Bin 8311 -> 8310 bytes
 ...24_hailemeskel_2019_v01_STAVE_imputed.xlsx | Bin 7365 -> 7364 bytes
 .../s0125_hassen_2022_v01_STAVE_imputed.xlsx  | Bin 7003 -> 7002 bytes
 .../s0126_tadele_2023_v01_STAVE_imputed.xlsx  | Bin 7130 -> 7129 bytes
 ...0127_holzschuh_2024_v01_STAVE_imputed.xlsx | Bin 7265 -> 7264 bytes
 ...umbo-matoumona_2018_v01_STAVE_imputed.xlsx | Bin 7695 -> 7694 bytes
 ...29_woldearegai_2019_v01_STAVE_imputed.xlsx | Bin 6783 -> 6782 bytes
 .../s0130_nguyen_2019_v01_STAVE_imputed.xlsx  | Bin 6968 -> 6967 bytes
 ...s0131_adegbite_2019_v01_STAVE_imputed.xlsx | Bin 7300 -> 7299 bytes
 .../s0132_ontoua_2021_v01_STAVE_imputed.xlsx  | Bin 6820 -> 6819 bytes
 .../s0134_narh_2020_v01_STAVE_imputed.xlsx    | Bin 7371 -> 7370 bytes
 ...0135_aninagyei_2020_v01_STAVE_imputed.xlsx | Bin 7407 -> 7406 bytes
 ...6_myers-hansen_2020_v01_STAVE_imputed.xlsx | Bin 7600 -> 7599 bytes
 .../s0137_asare_2021_v01_STAVE_imputed.xlsx   | Bin 7349 -> 7348 bytes
 .../s0139_dieng_2023_v01_STAVE_imputed.xlsx   | Bin 8297 -> 8296 bytes
 .../s0140_girgis_2023_v01_STAVE_imputed.xlsx  | Bin 7933 -> 7932 bytes
 ...s0141_beavogui_2020_v01_STAVE_imputed.xlsx | Bin 7310 -> 7310 bytes
 ...s0142_beavogui_2021_v01_STAVE_imputed.xlsx | Bin 6887 -> 6887 bytes
 .../s0143_moss_2023_v01_STAVE_imputed.xlsx    | Bin 7380 -> 7380 bytes
 .../s0146_zhou_2022_v01_STAVE_imputed.xlsx    | Bin 7992 -> 7992 bytes
 .../s0147_jeang_2024_v01_STAVE_imputed.xlsx   | Bin 11297 -> 11297 bytes
 ...martinez-perez_2018_v01_STAVE_imputed.xlsx | Bin 7434 -> 7434 bytes
 .../s0151_diarra_2021_v01_STAVE_imputed.xlsx  | Bin 7425 -> 7425 bytes
 .../s0156_dokunmu_2019_v01_STAVE_imputed.xlsx | Bin 6734 -> 6734 bytes
 ...0157_ikegbunam_2019_v01_STAVE_imputed.xlsx | Bin 6861 -> 6861 bytes
 ...ijioke-nwauche_2021_v01_STAVE_imputed.xlsx | Bin 6956 -> 6956 bytes
 .../s0161_agomo_2021_v01_STAVE_imputed.xlsx   | Bin 6968 -> 6967 bytes
 .../s0164_chen_2021_v01_STAVE_imputed.xlsx    | Bin 7388 -> 7387 bytes
 ...entino-madamet_2014_v01_STAVE_imputed.xlsx | Bin 7249 -> 7248 bytes
 .../s0167_madamet_2017_v01_STAVE_imputed.xlsx | Bin 7259 -> 7258 bytes
 ...s0171_delandre_2020_v01_STAVE_imputed.xlsx | Bin 7224 -> 7223 bytes
 .../s0172_ahouidi_2021_v01_STAVE_imputed.xlsx | Bin 8322 -> 8321 bytes
 .../s0173_yade_2023_v01_STAVE_imputed.xlsx    | Bin 7231 -> 7230 bytes
 .../s0174_wotodjo_2023_v01_STAVE_imputed.xlsx | Bin 7584 -> 7583 bytes
 .../s0175_leski_2022_v01_STAVE_imputed.xlsx   | Bin 7336 -> 7335 bytes
 .../s0176_jalei_2023_v01_STAVE_imputed.xlsx   | Bin 7885 -> 7884 bytes
 .../s0177_hussien_2020_v01_STAVE_imputed.xlsx | Bin 9070 -> 9069 bytes
 .../s0178_mohamed_2020_v01_STAVE_imputed.xlsx | Bin 6802 -> 6802 bytes
 ...179_tukwasibwe_2017_v01_STAVE_imputed.xlsx | Bin 6869 -> 6869 bytes
 .../s0180_cuu_2020_v01_STAVE_imputed.xlsx     | Bin 6913 -> 6913 bytes
 ...s0181_nayebare_2020_v01_STAVE_imputed.xlsx | Bin 6849 -> 6849 bytes
 ...s0183_ippolito_2020_v01_STAVE_imputed.xlsx | Bin 7342 -> 7342 bytes
 .../s0184_mulenga_2021_v01_STAVE_imputed.xlsx | Bin 7008 -> 7008 bytes
 ...0186_holzschuh_2023_v01_STAVE_imputed.xlsx | Bin 8083 -> 8083 bytes
 .../s0189_kagoro_2022_v01_STAVE_imputed.xlsx  | Bin 7411 -> 7411 bytes
 ...s0192_coonahan_2023_v01_STAVE_imputed.xlsx | Bin 7281 -> 7281 bytes
 .../s0193_awor_2024_v01_STAVE_imputed.xlsx    | Bin 9867 -> 9867 bytes
 .../s0194_kassaza_2021_v01_STAVE_imputed.xlsx | Bin 6774 -> 6774 bytes
 ...mawili-mboumba_2014_v01_STAVE_imputed.xlsx | Bin 7106 -> 7106 bytes
 .../s0204_nibaptn_2023_v01_STAVE_imputed.xlsx | Bin 8065 -> 8065 bytes
 ...s210_kojomfoko_2025_v01_STAVE_imputed.xlsx | Bin 8701 -> 8701 bytes
 ...1_schallenberg_2025_v01_STAVE_imputed.xlsx | Bin 7185 -> 7185 bytes
 .../s215_wade_2025_v01_STAVE_imputed.xlsx     | Bin 10753 -> 10753 bytes
 ...6_milongmelong_2025_v01_STAVE_imputed.xlsx | Bin 7855 -> 7855 bytes
 .../s219_amusan_2024_v01_STAVE_imputed.xlsx   | Bin 6770 -> 6770 bytes
 ...s220_onyamboko_2025_v01_STAVE_imputed.xlsx | Bin 7375 -> 7375 bytes
 .../s221_joao_2025_v01.xlsx                   | Bin 14473 -> 0 bytes
 .../s221_joao_2025_v01_STAVE.xlsx             | Bin 9178 -> 0 bytes
 .../s221_joao_2025_v01_STAVE_imputed.xlsx     | Bin 15819 -> 0 bytes
 .../s222_nuwa_2025_v01_STAVE_imputed.xlsx     | Bin 7367 -> 7367 bytes
 .../s223_kimani_2025_v01_STAVE_imputed.xlsx   | Bin 7869 -> 7869 bytes
 .../s224_nyamngee_2025_v01_STAVE_imputed.xlsx | Bin 7213 -> 7213 bytes
 ..._olupot-olupot_2025_v01_STAVE_imputed.xlsx | Bin 9460 -> 9460 bytes
 .../s227_assey_2025_v01_STAVE_imputed.xlsx    | Bin 9719 -> 9719 bytes
 .../s228_vanloon_2025_v01_STAVE_imputed.xlsx  | Bin 9107 -> 9107 bytes
 .../s229_adika_2025_v01_STAVE_imputed.xlsx    | Bin 7312 -> 7312 bytes
 ...s230_mihreteab_2025_v01_STAVE_imputed.xlsx | Bin 13532 -> 13532 bytes
 .../s231_ali_2022_v01/s231_ali_2022_v01.xlsx  | Bin 0 -> 8579 bytes
 .../s231_ali_2022_v01_STAVE.xlsx              | Bin 0 -> 12333 bytes
 .../s231_ali_2022_v01_STAVE_imputed.xlsx      | Bin 0 -> 7089 bytes
 .../s232_wamae_2022_v01.xlsx                  | Bin 0 -> 8579 bytes
 .../s232_wamae_2022_v01_STAVE.xlsx            | Bin 0 -> 12575 bytes
 .../s232_wamae_2022_v01_STAVE_imputed.xlsx    | Bin 0 -> 7524 bytes
 .../s233_issa_2022_v01.xlsx                   | Bin 0 -> 8579 bytes
 .../s233_issa_2022_v01_STAVE.xlsx             | Bin 0 -> 11644 bytes
 .../s233_issa_2022_v01_STAVE_imputed.xlsx     | Bin 0 -> 6783 bytes
 ...26.03.08.rds => stave_data_2026.03.13.rds} | Bin 258497 -> 260964 bytes
 analysis/plots/sample_collection.pdf          | Bin 8153 -> 8487 bytes
 147 files changed, 106 insertions(+), 20 deletions(-)
 create mode 100644 analysis/12_plot_samples.R
 delete mode 100644 analysis/data-geoff/s221_joao_2025_v01/s221_joao_2025_v01.xlsx
 delete mode 100644 analysis/data-geoff/s221_joao_2025_v01/s221_joao_2025_v01_STAVE.xlsx
 delete mode 100644 analysis/data-geoff/s221_joao_2025_v01/s221_joao_2025_v01_STAVE_imputed.xlsx
 create mode 100644 analysis/data-geoff/s231_ali_2022_v01/s231_ali_2022_v01.xlsx
 create mode 100644 analysis/data-geoff/s231_ali_2022_v01/s231_ali_2022_v01_STAVE.xlsx
 create mode 100644 analysis/data-geoff/s231_ali_2022_v01/s231_ali_2022_v01_STAVE_imputed.xlsx
 create mode 100644 analysis/data-geoff/s232_wamae_2022_v01/s232_wamae_2022_v01.xlsx
 create mode 100644 analysis/data-geoff/s232_wamae_2022_v01/s232_wamae_2022_v01_STAVE.xlsx
 create mode 100644 analysis/data-geoff/s232_wamae_2022_v01/s232_wamae_2022_v01_STAVE_imputed.xlsx
 create mode 100644 analysis/data-geoff/s233_issa_2022_v01/s233_issa_2022_v01.xlsx
 create mode 100644 analysis/data-geoff/s233_issa_2022_v01/s233_issa_2022_v01_STAVE.xlsx
 create mode 100644 analysis/data-geoff/s233_issa_2022_v01/s233_issa_2022_v01_STAVE_imputed.xlsx
 rename analysis/data-out/{stave_data_2026.03.08.rds => stave_data_2026.03.13.rds} (96%)

diff --git a/analysis/03_process_geoff.R b/analysis/03_process_geoff.R
index f29557c..b021081 100644
--- a/analysis/03_process_geoff.R
+++ b/analysis/03_process_geoff.R
@@ -28,6 +28,11 @@ library(writexl)
 study_folders <- list.dirs(here("analysis", "data-geoff"), recursive = FALSE) |>
   basename()
 
+# skip over some folders, where STAVE format was extracted directly
+study_folders <- setdiff(study_folders, c("s231_ali_2022_v01",
+                                          "s232_wamae_2022_v01",
+                                          "s233_issa_2022_v01"))
+
 # read k13 dictionary and filter to target mutations
 k13_dictionary <- read.csv(here("analysis", "data-raw", "k13_ref_protein_codon_dictionary.csv")) |>
   filter(!is.na(WHO_TARGET))
diff --git a/analysis/11_merge_stave.R b/analysis/11_merge_stave.R
index d414164..22cde27 100644
--- a/analysis/11_merge_stave.R
+++ b/analysis/11_merge_stave.R
@@ -51,7 +51,7 @@ s$append_data(studies_dataframe = s_pf8$get_studies(),
               counts_dataframe = s_pf8$get_counts())
 
 # save combined object to file
-saveRDS(s, file = here("analysis", "data-out", "stave_data_2026.03.08.rds"))
+saveRDS(s, file = here("analysis", "data-out", "stave_data_2026.03.13.rds"))
 
 # ------------------------------------------------------------------
 # Some basic stats on the final object
diff --git a/analysis/12_plot_samples.R b/analysis/12_plot_samples.R
new file mode 100644
index 0000000..d335210
--- /dev/null
+++ b/analysis/12_plot_samples.R
@@ -0,0 +1,97 @@
+# plot_sample_collection.R
+#
+# Author: Bob Verity
+# Date: 2025-12-22
+#
+# Inputs:
+# data-out/stave_data_ ... .rds
+#
+# Outputs:
+# plots/sample_collection.pdf 
+#
+# Purpose:
+# (this is an example header)
+#
+# ------------------------------------------------------------------
+library(tidyverse)
+library(here)
+library(STAVE)
+
+# read in combined STAVE object
+s <- readRDS(here("analysis", "data-out", "stave_data_2026.03.08.rds"))
+
+# get WHO positions
+k13_dictionary <- read.csv(here("analysis", "data-raw", "k13_ref_protein_codon_dictionary.csv")) |>
+  filter(!is.na(WHO_TARGET)) |>
+  mutate(WT_variant = sprintf("k13:%s:%s", CODON, REF))
+
+# get prevalence (of WT) over all positions
+l <- list()
+for (i in 1:nrow(k13_dictionary)) {
+  message(sprintf("%s of %s", i, nrow(k13_dictionary)))
+  l[[i]] <- s$get_prevalence(k13_dictionary$WT_variant[i]) |>
+    select(study_id, survey_id, collection_day, denominator) |>
+    mutate(target_variant = k13_dictionary$WT_variant[i],
+           collection_year = year(collection_day))
+}
+
+# also get prevalence of PD
+l[[22]] <- s$get_prevalence("crt:76:T") |>
+  select(study_id, survey_id, collection_day, denominator) |>
+  mutate(target_variant = "crt:76:T",
+         collection_year = year(collection_day))
+l[[23]] <- s$get_prevalence("mdr1:86:Y") |>
+  select(study_id, survey_id, collection_day, denominator) |>
+  mutate(target_variant = "crt:86:Y",
+         collection_year = year(collection_day))
+
+df_l <- bind_rows(l)
+
+# find max denominator over all markers
+df_comb <- df_l |>
+  group_by(study_id, survey_id, collection_year) |>
+  summarise(denom_max = max(denominator))
+
+sum(df_comb$denom_max)
+
+# ------------------------------------------------------------------------
+# Plot samples collected over time
+
+augmented_list <- c("s0002_ayelaw_eth2023",
+                    "s0003_gidey_eth2022",
+                    "s0006_WRAIR_kenread_ken",
+                    "s0007_connelly_2024_zim",
+                    "s0008_MSMT_TZA_22_23",
+                    "s0010_karamoko_mgem_unpub",
+                    "s0011_jacques-mari_gmms_unpub",
+                    "s0021_roh_2023",
+                    "s0063_ngasala_2024",
+                    "s0074_lepiscopia_2025",
+                    "s0075_eloff_2025")
+
+mutate(bind_rows(l[1:21]), target_variant = "k13") |>
+  bind_rows(mutate(l[[22]], target_variant = "crt 76")) |>
+  bind_rows(mutate(l[[23]], target_variant = "mdr1 86")) |>
+  group_by(study_id, survey_id, collection_year, target_variant) |>
+  summarise(denom_max = max(denominator)) |>
+  mutate(source = ifelse(grepl("^WWARN_", study_id), "WWARN",
+                  ifelse(grepl("^WHO_", study_id), "WHO MTM",
+                  ifelse(grepl("^MalariaGEN_", study_id), "MalariaGen Pf8",
+                  ifelse(study_id %in% augmented_list, "Augmented datasets", "PRISMA review")))),
+         source = factor(source, levels = c("PRISMA review", "Augmented datasets",
+                                            "WWARN", "WHO MTM", "MalariaGen Pf8"))) |>
+  group_by(collection_year, source, target_variant) |>
+  summarise(n = sum(denom_max)) |>
+  mutate(target_variant = factor(target_variant, levels = c("crt 76", "mdr1 86", "k13"))) |>
+  ggplot() + theme_bw() +
+  geom_col(aes(x = collection_year, y = n, fill = source)) +
+  labs(x = "Collection Year", y = "Samples Sequenced",
+       fill = "Data Source") +
+  facet_wrap(~target_variant) +
+  theme(legend.position = "bottom")
+
+# save to file
+ggsave(filename = here("analysis", "plots", "sample_collection.pdf"),
+       width = 8, height = 4)
+       
+
diff --git a/analysis/data-derived/geoff_to_k13_coverage.csv b/analysis/data-derived/geoff_to_k13_coverage.csv
index da57be9..6efc3cb 100644
--- a/analysis/data-derived/geoff_to_k13_coverage.csv
+++ b/analysis/data-derived/geoff_to_k13_coverage.csv
@@ -13,7 +13,6 @@
 "s0013_MSMT_TZA_21_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0014_young_rwa_unpub_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0016_connelly_2024_elife_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0017_moser_mol_ecol_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0019a_conrad_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0020_some_2024_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0021_roh_2023_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
@@ -22,32 +21,18 @@
 "s0024_fola_2023_zambiamalj_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0025_ogwang_aac_v01",427,709,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0026_verity_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0027_bayih_ajtmh_v01",427,709,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0028_alemayehu_v01",427,709,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0029_warsame_2019_v01",427,709,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0030_uwimana_rwa_2014_v01",440,600,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580:PFGNCMAYRPNGRIPRVPC"
-"s0031_bergmann_2021_v01",469,581,"k13:469_476_481_493_515_527_537_538_539_543_553_561_568_574_580:CMAYRPNGRIPRVPC"
-"s0032_tacoli_v01",440,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0033_straimer_v01",440,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0034_uwimana_v01",442,727,"k13:446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:FGNCMAYRPNGRIPRVPCRA"
 "s0035_kirby_v01",516,572,"k13:527_537_538_539_543_553_561_568:PNGRIPRV"
 "s0036_schreidah_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0039_yobi_2020_plosone_v01",427,595,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580:PFGNCMAYRPNGRIPRVPC"
-"s0040_mvumbi_2017_plosone_v01",427,709,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0041_yobi_2022_v01",427,595,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580:PFGNCMAYRPNGRIPRVPC"
 "s0042_mesiakahunu_v01",396,698,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0043_vanloon_v01",469,581,"k13:469_476_481_493_515_527_537_538_539_543_553_561_568_574_580:CMAYRPNGRIPRVPC"
 "s0045_bakari_v01",430,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0046_bwire_v01",354,666,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622:PFGNCMAYRPNGRIPRVPCR"
-"s0047_balikagala_v01",469,708,"k13:469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:CMAYRPNGRIPRVPCRA"
 "s0048_vanloon_v01",469,581,"k13:469_476_481_493_515_527_537_538_539_543_553_561_568_574_580:CMAYRPNGRIPRVPC"
 "s0049_plucinski_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0050_davlantes_v01",440,680,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0052_ljolje_v01",440,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0053_issa_v01",430,720,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0054_laminou_v01",440,720,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0055_dorkenoo_v01",430,720,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0057_koko_v01",440,680,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0059_osborne_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0060_angwe_2024_v01",445,727,"k13:446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:FGNCMAYRPNGRIPRVPCRA"
 "s0061_kamaliddin_2024_v01",434,702,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
@@ -56,8 +41,6 @@
 "s0065_ndiaye_v01",578,580,"k13:580:C"
 "s0067_makenga_2022_v01",442,726,"k13:446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:FGNCMAYRPNGRIPRVPCRA"
 "s0068_dasilva_2023_v01",412,723,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0069_matrevi_2019_v01",430,699,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0070_hamid_2019_v01",427,709,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0071_mohammed_sdn_2018_v01",NA,NA,NA
 "s0072_makau_ken_2024_v01",441,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0073_agaba_uga_2024_v01",427,709,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
@@ -126,7 +109,6 @@
 "s0184_mulenga_2021_v01",NA,NA,NA
 "s0186_holzschuh_2023_v01",481,543,"k13:481_493_515_527_537_538_539_543:AYRPNGRI"
 "s0189_kagoro_2022_v01",430,729,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s0191_mbacham_2010_v01",NA,NA,NA
 "s0192_coonahan_2023_v01",440,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0193_awor_2024_v01",1,726,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s0194_kassaza_2021_v01",NA,NA,NA
@@ -138,7 +120,6 @@
 "s216_milongmelong_2025_v01",427,709,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s219_amusan_2024_v01",NA,NA,NA
 "s220_onyamboko_2025_v01",440,727,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
-"s221_joao_2025_v01",11,691,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s222_nuwa_2025_v01",469,675,"k13:469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:CMAYRPNGRIPRVPCRA"
 "s223_kimani_2025_v01",432,702,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s224_nyamngee_2025_v01",NA,NA,NA
@@ -147,3 +128,6 @@
 "s228_vanloon_2025_v01",426,709,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s229_adika_2025_v01",440,680,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
 "s230_mihreteab_2025_v01",435,680,"k13:441_446_449_458_469_476_481_493_515_527_537_538_539_543_553_561_568_574_580_622_675:PFGNCMAYRPNGRIPRVPCRA"
+"s231_ali_2022_v01",NA,NA,NA
+"s232_wamae_2022_v01",NA,NA,NA
+"s233_issa_2022_v01",NA,NA,NA
diff --git a/analysis/data-geoff/s0002_ayelaw_eth2023_v01/s0002_ayelaw_eth2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0002_ayelaw_eth2023_v01/s0002_ayelaw_eth2023_v01_STAVE_imputed.xlsx
index d7d1d3ba31788160883115c20042bb07d54d2a21..6c2e9de34711f6ff8ff8134a5cf9e44f027bad6b 100644
GIT binary patch
delta 347
zcmV-h0i^!DKfFJ%;TZ)Y2|=kPlja#7f6HpaFc3xe{R*SKEkCd+!gio7Sv62-N=tV_
znmD4?14*ruzpvsXP6A$KIl6bw+!<6acCwHDz&fE-gR&$=5h$j)P+fyQ*30-2Mb1;j
zX|EMDXb%o8+J~AM!nB1qs|{E$z(oP19ATzGTkj3Q*s(20>XP74LELC7sSl;?f3TtK
zhjxJTG_9}%PdW7zAAqr$i0FjmY(kn}+m8UwF!Ufnd55zk!xygyE8T3vs9ZUv@OuNZ
z*0VUdcTP;kVHlF37_A|HhQC&?@8hbmP=`}7KyA$#VHT*@wyp7X5f0Z==U3sx8v*=j
zAM}~G(;~+{;86%bj&aY*XYu^9DPE#BPxC5Hi#RLRSw+f{l<D_j<W2ttC{IJ~CY}Mu
t+_#^g{RdD>0|b+A9~!ep8}tJOA_+mMC6hlNQ~@WGlpiAo+#CP^007$Zp8Eg*

delta 348
zcmV-i0i*uBKfOP&;TZ)^fx=fNlja#7f6Y$AFc5_AJVoSt;y9&1tt6EI^+Y8kia^{f
zdz)IsKe7#J-X1q?(^l$<<9cSlon5({Z&jQ8g7ebo3Xv>F321JF)J=unSBvxkB|b1M
zSZg#?s0WYc^-akw<;KCQGZtKs;FAc_o^o5EO$e4^?D+;1^I3H0D6WlDEX2|^f7mkq
z%^JW(p5I{wfe98E-T_lP643!E_=vPWt{nh^V`xEv4jz+?;FC9iQ~qkhpqx3C484V`
z)}uJOw_c9MuIsXHGFW4Nf<KopZ^Npo)Vou0Ky@iN<qlXdt}gL;5f9fgAC~dNYYF19
zkNTCj!y@}W5J?O`_i>NP$K>gGDz!j$kr&gH6e*dl$UVKC(dq1KH}azY1XPD1|0W&*
u``nkGp#B3;O9KRxZXX)6MH}=31x|s&S0<A_A5;M-lan7K2HhM00000d>Y>p9

diff --git a/analysis/data-geoff/s0003_gidey_eth2022_v01/s0003_gidey_eth2022_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0003_gidey_eth2022_v01/s0003_gidey_eth2022_v01_STAVE_imputed.xlsx
index c1157594554334dfe13c85270dca74525166eb8c..20b2456c6d4724d2d0a29e2e5e6b59398baf883c 100644
GIT binary patch
delta 338
zcmV-Y0j>U~Zl!LpN-+fhmVWjnlTR@pe`>=p5QOi23ZuI%E5@b>+kv*^)IgyrExie8
zlZaYBNNSzDeHABh67VU<)y#f7yQrS;RG0jL^U~-Bkt|0EXl{hmn+AQX7U?5Od|+Cz
z&S+@R9z2@24>h-x8wYRBSa3mtPa;Tr%58(TAy|sB=UY(BXVIafxHe9)5KFhgf0pqd
zwgEiL^9m~nOt8T40hrp6h)zhsN2L9A-2f0ALk9|U@R(!-U%UaF@{<jNa^+Mq>@7@M
z&*JFbc{v*UzR&t%u*UoZe=T3%hgDOl52xaQ+FEeR9k5_rTjT2@9<F0PEaQpS62#L!
z>Jx9LMUH(Sk{Ey<<DQkz;`wE@BtY#fpH*pIq@-Apik2lU$@gL8P5%X`PDAb{o&m?)
kx1XT>2eXkf5(EVRmVWjnlc+XS0g#jZHX{Z_Gynhq0Aq5WmH+?%

delta 339
zcmV-Z0j&O|Zl-RqN-+gafx=fNlTR@pe@??N5QOhMMdW+pIHf?XB$WX5L?tAOK-?^Q
zn_9#_vJGk89ye{%R_cl4dS<_!UAdfZRh#^R^U~-Fkt|0EXl{hmO@-c9i}V2{J}@m<
zYcy1-2ao3UP020g#=)yI7F>|vlL*qDa$BKI2$o{(`34m8S#;<qu8mVH#L_j`e=`2f
z8o))K-(dxT2^JXM0aH5?(E%y=h_pYh9RPx3XhDGv9+QmVlQ)1<{%XUZoH>;Yy@jjR
zqd2;^UXI4D>#}Y#SYv*IKbJ3W!>Xy&yHjyMbtyRI4p=a*F7bI057#mumhr@E3F5Jj
z`jxlCBKtlNNen>uagWN!<mq{}B|vqN7t@p!DVeRvJ-waL>FjGa@}mC)REHt|CLRI%
l+?SuA{sXg+G7<y@PJzN#CX=T&Q~{Bb{5B&7Ml=8b0011Np1}YB

diff --git a/analysis/data-geoff/s0004_fola_eth_622i_v01/s0004_fola_eth_622i_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0004_fola_eth_622i_v01/s0004_fola_eth_622i_v01_STAVE_imputed.xlsx
index a3909c2f91db6b35171d27a9b6f3bbabb5f0f05b..10cbf68a943db6cb3992ade6db9bea8e74e97592 100644
GIT binary patch
delta 372
zcmV-)0gL|oZTfAnA2ELbmVWjn0RR9{0ssIJ0001FZ(~q$Z*X%jV{dY0E_iKhos!LJ
z!!Qtp?|llRyDclmrU=`Cw&c`6p(!oB32BpvT0cl?oxFV&Cvg(+DaX~!emlFUp6^tb
z{DJe*=mwE2M+s<dgw&e`eXJJgBT9T=TCmP&XwV)!nzs)%x0HVy2XD?;a6y7kB1n76
zZG*NUSc<XdTTskr(V?TbHcqh+OSi$6@gKGUJj?S6D+o-m!0-W>+L4G(NWn*>{dL^{
z5FA4X3Uu(8WCUNl0i5!a4TEy!R5I)>Oj^(4=-zob8vDM_`eLxg`~-h3U*CsSQ>hQ9
z;(*#(aLOI9U|dXF<Le?Gu46td<B8W2#M3_N6K|(Qj(s4K7=Rw*o|Vty`DL|0?JS>F
zX<nqHSdogBB`wMKVdPE!1*lF#?k1iA$K1D{p#29>O9KRxtu`97gfjF41pt<Q_9c^j
SHdFy+lhQUL1{yQ~0000Wo2p*`

delta 373
zcmV-*0gC?mZToGoA2EMUfx=fN0RR9{0ssIJ0001FZ(~q$Z*X%jV{dY0E_iKhos!K?
z!!Qtp?>t51d*V2yK&>Q|0QE#AB#J=XEPI<;#6PkPY2F?;ZPQljiQ{@^znxvVoNrZ|
z{DSk+=n9c6M+s<dgw#!i-dBtC0VO^#Em&(bRHz4!=Jid<E#-g4!K*VCT#(?C2-2Q%
zTcJ$|mSXJr1{CvIbm%CqjZ-Yd(lyvJ{>>V|MV{Yb1%U|`7~TO>I}*_WDfo!AKdv1B
zf@5ewfes#%jNp?ufK&cz!=Riwl?=UwtJb49y0>1A#;)tKZZcS7eu6)jFK@%Dsnoku
zaX@t`IOPslFs@B5@p%ys*D@cL@x*Hh;<1nVmAAtp`#um!3_$mBkIKj7>3Ow4b&(g-
zloTnMt;jvSozdy+Yd7+u{{&QrA^#>G0sGvSpP>E&P)h>@ldLuxvx7490|icj!dE7f
Td^S`8W|Pr2BL*8Z00000*Gj30

diff --git a/analysis/data-geoff/s0005_mihreteab_eritrea_622i_v01/s0005_mihreteab_eritrea_622i_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0005_mihreteab_eritrea_622i_v01/s0005_mihreteab_eritrea_622i_v01_STAVE_imputed.xlsx
index 73f02271aaa53353cb8266c550fcb60a8390558a..5d33e46e82b0658871706c1a16866ea9484b70c8 100644
GIT binary patch
delta 324
zcmV-K0lWUtYtU=3^)CbfmVWk=`7a-T&1%Ci5QOi23ZuI%E5@b>+kv*^)IgyrExie8
zlZaYBNNSzDeHABh67VU<)y#f7yQrS;RG0jL^U~-Bkt|0EXl{hmn+AQX7U?5Od|+Cz
z&S+@R9z2@24>h-x8wYRBSa3mtPa;Tr%58(TAy|sB=UY(BXVIafxHe9)5KFgz!ItqK
zwgEiL^9m~nOt8T40hrp6h)zhsN2L9A-2f0ALk9|U@R(!-U%UaF@{<jNa^+Mq>@7@M
z&*JFbc{v*UzR&t%u*UoZe=T3%hgDOl52xaQ+FEeR9k5_rTjT2@9<F0PEaQpS62#L!
z>Jx9LMUH(Sk{Ey<<DQkz;`wDIwLtAGpH*pIq@-Apik2lU$@gL8P5%X`PDAb{o&m?)
Wx1XT>2eUgd5(ESQmVWk=Q8j;jlb$;O

delta 324
zcmV-K0lWUtYtU=3^)CeY^y%W0`7a-T%WA_g5JmU>3ZuO($sv6R+kv)Z)j**sE!_!e
zl89OlB(+ZdzKWeV31rpf=-xSVXHYfU>NfiYACxsUq6I-27-6L{>l(c;=lMO#LgYsB
z)*7hM4g#7rH<fTqSP!q>I`C0J$P&l|CR~j+F*=5E5F5}u6v<(dxUydJm`cBY#*T|`
zz6M+pa*H)YE_vj556s<2L<gi4Bhvl&wg*Uop#=>l222ZzPu>V#hpP>}a^}=3?i^gT
z9>vkU4Qe!YT~~CI-kS1L{JD5}>sQT{*`G=PYAPw1@W7+>O@+^kbhws>xJV~nDUgr5
zq+fYEEHd<g%u)b0#62n>lc(n;<s3C7DW^FtbNaBPcWg=+Az%BE7yT!oJ`DLc@dy}l
WUw(q-53@Tl5(EVJ^y%W0Q8j-ebC=)%

diff --git a/analysis/data-geoff/s0006_WRAIR_kenread_ken_v01/s0006_WRAIR_kenread_ken_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0006_WRAIR_kenread_ken_v01/s0006_WRAIR_kenread_ken_v01_STAVE_imputed.xlsx
index 00bb56a381120d0f009eadc6a010a422bda1c211..adcc52d6193d8223618429c6f4d115d1a1041ddd 100644
GIT binary patch
delta 326
zcmV-M0lEJ7mIC*d0<fHg1OS$P_LHE6AAiki!!Qtp?|llRyDclmrU=`Cw&c`6p(!oB
z32BpvT0cl?oxFV&Cvg(+DaX~!emlFUp6^tb{DJe*=mwE2M+s<dgw&e`eXJJgBT9T=
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z@gKGUJj?S6D+o-m!0-W>+L4G(NWn*>{dL^{5FA4X3Uu(8WCUNl0i5!a4TEy!R5I)>
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Y$K1D{p#2B4;)W6g1OS$P_LKOEe_QjQ)c^nh

delta 326
zcmV-M0lEJ7mIC*d0<fHg1o-sn;*+3-AAieg!!Qs<_x%c^y)DTheF)ouwq(^np(!oh
z32BmuS`Q?(PX4}%oj3_()#d2kIdf-FHQVYo`vo7AH8r9IK^Yifr84Upy)WnaJ<3Al
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diff --git a/analysis/data-geoff/s0007_connelly_2024_zim_v01/s0007_connelly_2024_zim_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0007_connelly_2024_zim_v01/s0007_connelly_2024_zim_v01_STAVE_imputed.xlsx
index a7c49e3a6af48538c0bd2dea5cdff488923d2afb..c7e81932421da499932f6902dbe881d78421e39e 100644
GIT binary patch
delta 331
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zOG|e`nk1su14*spzprA)P6AnFIl6bw+!<7^4zi8@z&fE-g|Z|?5h$j)P`e6!H0$^g
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delta 331
zcmV-R0kr<sy&TrP9DsxYgaU*Egam{Iga)(+`xpfH^y%W4{}=}=f5{<z2-|_SWYs{S
zDJ|UzX_AOq4<xlt{=SNxI0<Cc<>=lyb7xRB+v+y^1s{|(HKGMU85m)uGV2<>FX#C^
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diff --git a/analysis/data-geoff/s0008a_MSMT_TZA_22_v01/s0008a_MSMT_TZA_22_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0008a_MSMT_TZA_22_v01/s0008a_MSMT_TZA_22_v01_STAVE_imputed.xlsx
index 79e81d67729408bc70c694e51bb277c5831f78ee..218abf3bc786a59d27ca0bfe6bf9f66dfa850587 100644
GIT binary patch
delta 312
zcmV-80muIIMD#?knH&UWH$E4Wog6EFKS(ITcAza;HBhKaOLsz=B%;;>Nv-3*uVTke
z0$F7_x_8dp8C0$gvW@=0I-ymCvLr<jD5kkky9#|Y>-Z5x&Qrx{s})qJ2ZvVmL&*$b
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zaVO=ocz$WtsLs=T8K*^@6-~AoB#Q-E<lo1USN&(8JPo;<I044o*Po#N2eaQD5(ETh
KH$E4W^&x)>5tU#7

delta 312
zcmV-80muIIMD#?knH&W8^y%W0og6EF$sv6R+kv)Z)j**sE!_!el89OlB(+ZdzKWeV
z31rpf=-xSVXHYfU>NfiYACxsUq6I-27-6L{>l(c;=lMO#LgYsB)*7hM4g#7rH<fTq
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K^y%W0^&x+hK9Upw

diff --git a/analysis/data-geoff/s0008b_MSMT_TZA_23_v01/s0008b_MSMT_TZA_23_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0008b_MSMT_TZA_23_v01/s0008b_MSMT_TZA_23_v01_STAVE_imputed.xlsx
index a964b48a21383ad158c1f5adf70dadbabbf8e070..abcf30af3207ce22b14f42b0491db2be7aa5b1f4 100644
GIT binary patch
delta 320
zcmV-G0l)t4XzpmRlP&~iH$E4Wmo6)RKS(ITcAza;HBhKaOLsz=B%;;>Nv-3*uVTke
z0$F7_x_8dp8C0$gvW@=0I-ymCvLr<jD5kkky9#|Y>-Z5x&Qrx{s})qJ2ZvVmL&*$b
z+QOUF2CNt0q5x8kFjJwu_l98X*d8QxNpPqjZnc%vhtlq_q3nn50Ox7C#1cGz<<wJr
z1jc42q7#y{8EJlPI{-Mt(1HZz9nO*rpS>QebT=CY<-#e2?+x6vPU7r7I58W$u1mUN
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zaVO=ocz$WtsLs=T8K*^@6-~AsB#Q-E<lo1USN&(8JPo;<I044o*Po#N2T)4`1d|{%
S8ngE=^aBKDH$E4W?=ycP9hh<e

delta 320
zcmV-G0l)t4XzpmRlP(0>Yu3G!mo6)R%OQOT+kv)Z)j**sE!_!e;)q%gB(+ZdzOtP-
z31rpf=-xSVXHdD=sW$lq=cUmVB3X_S(A)^An+m<Jm+3u9d|+Cz)@Z2E9z0sqHzl`}
z8wan>Sa3mtPa;Tr%58<VAy|sB=UY(BXVIafxG_$#5KGr!%lJ2I02g_FixmWaCRkv&
z2c~u+q61R!32A>^I{*a7(1HRTJSG{zCvO0!{MCj*Iddu*_7<*MkK*Lsc{v%ouFJaF
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S8ngE=^aBLiYu3G!?=ye*=9w!1

diff --git a/analysis/data-geoff/s0010_karamoko_mgem_unpub_v01/s0010_karamoko_mgem_unpub_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0010_karamoko_mgem_unpub_v01/s0010_karamoko_mgem_unpub_v01_STAVE_imputed.xlsx
index 04d0f98610d8642910de14542e45fc753f378780..6b487543dcb267d181dbeba16326ec9750f5fcd9 100644
GIT binary patch
delta 312
zcmV-80muHpaKLb|WikY2H$E4WX)-H+KS(ITcAza;HBhKaOLsz=B%;;>Nv-3*uVTke
z0$F7_x_8dp8C0$gvW@=0I-ymCvLr<jD5kkky9#|Y>-Z5x&Qrx{s})qJ2ZvVmL&*$b
z+QOUF2CNt0q5x8kFjJwu_l98X*d8QxNpPqjZnc%vhtlq_q3nn50Ox7C#1cGz<<wJr
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KH$E4W!8d=b{*>4N

delta 312
zcmV-80muHpaKLb|WikZXYu3G!X)-H+%OQOT+kv)Z)j**sE!_!e;)q%gB(+ZdzOtP-
z31rpf=-xSVXHdD=sW$lq=cUmVB3X_S(A)^An+m<Jm+3u9d|+Cz)@Z2E9z0sqHzl`}
z8wan>Sa3mtPa;Tr%58<VAy|sB=UY(BXVIafxG_$#5KGr!%lJ2I02g_FixmWaCRkv&
z2c~u+q61R!32A>^I{*a7(1HRTJSG{zCvO0!{MCj*Iddu*_7<*MkK*Lsc{v%ouFJaF
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diff --git a/analysis/data-geoff/s0011_jacques-mari_gmms_unpub_v01/s0011_jacques-mari_gmms_unpub_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0011_jacques-mari_gmms_unpub_v01/s0011_jacques-mari_gmms_unpub_v01_STAVE_imputed.xlsx
index 1d6541133a86322613037035159931714e346303..68d8711b82308f95873ec885f5e78dcab690baa3 100644
GIT binary patch
delta 312
zcmV-80muHfL$*V(+ZzOCH$E4W-y17`KS(ITcAza;HBhKaOLsz=B%;;>Nv-3*uVTke
z0$F7_x_8dp8C0$gvW@=0I-ymCvLr<jD5kkky9#|Y>-Z5x&Qrx{s})qJ2ZvVmL&*$b
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KH$E4WHz9xi@{{NQ

delta 312
zcmV-80muHfL$*V(+ZzPhYu3G!-y17`%OQOT+kv)Z)j**sE!_!e;)q%gB(+ZdzOtP-
z31rpf=-xSVXHdD=sW$lq=cUmVB3X_S(A)^An+m<Jm+3u9d|+Cz)@Z2E9z0sqHzl`}
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diff --git a/analysis/data-geoff/s0012_tes_kagera_tza_v01/s0012_tes_kagera_tza_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0012_tes_kagera_tza_v01/s0012_tes_kagera_tza_v01_STAVE_imputed.xlsx
index 6563df1131fe83aebf85ae44fad2418642d06e82..26334523dc3f0783ad038e4f94991dfde058e8d7 100644
GIT binary patch
delta 320
zcmV-G0l)s*Iodg}{}u#hH$E4W0~afQKS(ITcAza;HBhKaOLsz=B%;;>Nv-3*uVTke
z0$F7_x_8dp8C0$gvW@=0I-ymCvLr<jD5kkky9#|Y>-Z5x&Qrx{s})qJ2ZvVmL&*$b
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delta 320
zcmV-G0l)s*Iodg}{}u$=Yu3G!0~afQ%OQOT+kv)Z)j**sE!_!e;)q%gB(+ZdzOtP-
z31rpf=-xSVXHdD=sW$lq=cUmVB3X_S(A)^An+m<Jm+3u9d|+Cz)@Z2E9z0sqHzl`}
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diff --git a/analysis/data-geoff/s0013_MSMT_TZA_21_v01/s0013_MSMT_TZA_21_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0013_MSMT_TZA_21_v01/s0013_MSMT_TZA_21_v01_STAVE_imputed.xlsx
index 1772bc1c3a2ff574fca7b5a42204cc63467d9407..0fd7822366db9f9105e83d90dbd8edb6e4218f02 100644
GIT binary patch
delta 319
zcmV-F0l@yHp#-I&1c0;w$_fN#H$E4a&I$o5e?Lel!gio7Sv63oOG|e`nk1su14*sp
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delta 319
zcmV-F0l@yHp#-I&1c0;w$_fP9Yu3G&&I$o5f6F0#2-|_SWYs{SDJ|UzY2t`l4<xlt
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diff --git a/analysis/data-geoff/s0014_young_rwa_unpub_v01/s0014_young_rwa_unpub_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0014_young_rwa_unpub_v01/s0014_young_rwa_unpub_v01_STAVE_imputed.xlsx
index 7db7c38ec8c9b5859b6e92d76ace59242d8d0f77..fd92efccc62640468db15319f9a98388b3ecfaa1 100644
GIT binary patch
delta 325
zcmV-L0lNP2zXS2V1F#m_1VpF-NRt}cAAiki!!Qtp?|llRyDd8=p$OZ7w&c`6p)M`G
z32BpvT0cl?9lw2L$8i$yDaX~!emlFUSRZ8*{eg8ts}f~NiXu=<bD{Pn`lvVYBZ{1-
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XPPuPCLG`m++Y<x?M5qBslXBmG_#2l*

delta 325
zcmV-L0lNP2zXS2V1F#m_1lnuXy^|W+AAieg!!Qs<_x%c^y)DZjeF)ouwq(^np(!oh
z32EYpS`Q?(PX4~Koj3_()#d2kIdf-Fx!9>T`32{t(G?<DjuOz^2&tP2y|0()JxY9F
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diff --git a/analysis/data-geoff/s0016_connelly_2024_elife_v01/s0016_connelly_2024_elife_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0016_connelly_2024_elife_v01/s0016_connelly_2024_elife_v01_STAVE_imputed.xlsx
index b8406676837fb656124577f5d5bf131dcff70b72..e45d91cccbde151963787f80d6a429411556e05a 100644
GIT binary patch
delta 334
zcmV-U0kQu0`2+a*1F#+U1VpF-NRuJ=AAiki!!Qtp?|llRyDd8=p$OZ7w&c`6p)M`G
z32BpvT0cl?9lw2L$8i$yDaX~!emlFUSRZ8*{eg8ts}f~NiXu=<bD{Pn`lvVYBZ{1-
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gPPuPCLG=$%O9KRxs{9(Wf%x<T1VpF-NRxT|e_o@UUH||9

delta 334
zcmV-U0kQu0`2+a*1F#+U1lnuXy^|sLAAieg!!Qs<_x%c^y)DZjeF)ouwq(^np(!oh
z32EYpS`Q?(PX4~Koj3_()#d2kIdf-Fx!9>T`32{t(G?<DjuOz^2&tP2y|0()JxY9F
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z_%~|+7kPe*6$B<&V7LdSb|Rt!Qt%0Be_T5N1jo>V0v$Xi8NnxS0H^%bhCw-VDjD_`
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g7;|5Kg8C0oO9KRxs{9(Wf%x<T1lnuXy_0$Te<%E-4FCWD

diff --git a/analysis/data-geoff/s0019a_conrad_v01/s0019a_conrad_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0019a_conrad_v01/s0019a_conrad_v01_STAVE_imputed.xlsx
index c2b142bb0765ff411e500334fce92a90ef18c5ba..aeaff726680beba40f7bc7d6c1a69ae114f13554 100644
GIT binary patch
delta 322
zcmV-I0logOw*#-Y1F+Q91nYCo4wKl`D}Os~LJ_tDZON*ELS0(A6VfCRwH`=no&0?j
zzmkAgU5@UZGj|3R>!WO<U$9PSRiZ3OQ3Q%<F4Vq6@AW2rK#}uQaoT7FB|3pa>*}sx
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UVcQzBIM?(81nYCo4wEq3f9~#?Hvj+t

delta 322
zcmV-I0logOw*#-Y1F+Q91iZ?YT$9+<D}T!&eF)ouwq(^np(!oh32EYpS`Q?(PX4~K
zoj3_()#d2kIdf-Fx!9>T`32{t(G?<DjuOz^2&tP2y|0()JxY9FTCmn=sL&ofTGTfs
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zV7LdSb|Rt!Qt%0Be_T5N1jo>V0v$Xi8NnxS0H^%bhCw-VDjD_`u3C@c<lcEX8N05_
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zfR1sG%E#>KdA&q+kr(rn6e)RFlN~!c&uLzK^&>C(Pe64T@^9i1Fy_Ae1oa<KO9KRx
UVcQzBIM?(81iZ?YT$3={fByfQx&QzG

diff --git a/analysis/data-geoff/s0020_some_2024_v01/s0020_some_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0020_some_2024_v01/s0020_some_2024_v01_STAVE_imputed.xlsx
index 260415befa3fbf7e1b7aed72ea67e19e9ef47a7f..1464649b74c8d8bd9035bdee446aa77aa6cb34f5 100644
GIT binary patch
delta 319
zcmV-F0l@y-Iomm)7X<5b&JL3V7b|}|ZbA{Z18vEwfkItcx)ahQ5w#vjYMuOj6~B^z
zS6z<ooild^73-sHqF=C1XjP&tNl^rfX)e^hMDO(`en64)RB_s91tmIxL+k3UV1_Vl
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Rvt$_b0|e`H&JL4Y9DgAwlb`?q

delta 319
zcmV-F0l@y-Iomm)7X-Y@mRyqr7b}0uA$<tjfwpATK%pru-3e*ph*}RMwNC!NvYj{y
zWYy*9-Z^t;P`TKtHu(kTrO_24S&kCW+z6?g3catF={-t(U|O)&XsFO0JX+K@CAX9t
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zkIKjF>3O|Gb&(hIloTm>Sd$$)I?rideDxzQ`cFW081ir85isVy`~>wMP)h>@lZ_l2
Rvt$_b0|dOvmRyru9Dgx6mLmWF

diff --git a/analysis/data-geoff/s0021_roh_2023_v01/s0021_roh_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0021_roh_2023_v01/s0021_roh_2023_v01_STAVE_imputed.xlsx
index 370c35acc14ae7ba3498af87d3e19b331b7b7191..3bdf9918e1a9a423f85be84531a5434a90953cfb 100644
GIT binary patch
delta 312
zcmV-80muH~IpI051{VbDbIuNv3KuJXJ8nV|wgYX+s)0gXTDlX`BoVb9NNSz@eHFiw
zfLC3P?wvDt1{Le0Y@%PVPH0u4EJ;xWifJy?zC`c!CVoJX^Hg!#XayxYfkW%+u3&~R
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z2F7M0q5;X-gfu_4=>VKzXh4GU4rfV*FJ2E;y4i+KxpGS3PX=bKqd2*bPE5wOZId?d
ztRa7fKesP$-Kw!r=Tk92Rlyly7O2;@D)4m?4%blUx8cM)0sQe4^qIF|k-iUj6atVw
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KbIuNvVjO?P<dE3_

delta 312
zcmV-80muH~IpI051{Vap%9dP{3KuJX%OQOT+kv)Z)j**sE!_!e;)q%gB(+ZdzOtP-
z31rpf=-xSVXHdD=sW$lq=cUmVB3X_S(A)^An+m<Jm+3u9d|+Cz)@Z2E9z0sqHzl`}
z8wan>Sa3mtPa;Tr%58<VAy|sB=UY(BXVIafxG_$#5KGr!%lJ2I02g_FixmWaCRkv&
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K%9dP{VjO?N&68XJ

diff --git a/analysis/data-geoff/s0022_molinadelafuente_2023_v01/s0022_molinadelafuente_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0022_molinadelafuente_2023_v01/s0022_molinadelafuente_2023_v01_STAVE_imputed.xlsx
index bfb99e650b18afcf682dd187defe79ebffb27fcd..c4b8607363fd0742d55b3880cdd7cd9777e11626 100644
GIT binary patch
delta 320
zcmV-G0l)s)RoPXr{v-tJbIuNv0wpVdJ8nV|wgYX+s)0gXTDlX`BoVb9NNSz@eHFiw
zfLC3P?wvDt1{Le0Y@%PVPH0u4EJ;xWifJy?zC`c!CVoJX^Hg!#XayxYfkW%+u3&~R
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z2F7M0q5;X-gfu_4=>VKzXh4GU4rfV*FJ2E;y4i+KxpGS3PX=bKqd2*bPE5wOZId?d
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z?x=j^PtWxRRf}}7iqkyK@;X}`k>!#s@4wC?Z~8AlISlzXaRl_aZ$Clx2T)4`1e1#@
S8na?1^aBLzbIuNvS}K3gh?O4z

delta 320
zcmV-G0l)s)RoPXr{v-sv%9dP{0wpVd%OQOT+kv)Z)j**sE!_!e;)q%gB(+ZdzOtP-
z31rpf=-xSVXHdD=sW$lq=cUmVB3X_S(A)^An+m<Jm+3u9d|+Cz)@Z2E9z0sqHzl`}
z8wan>Sa3mtPa;Tr%58<VAy|sB=UY(BXVIafxG_$#5KGr!%lJ2I02g_FixmWaCRkv&
z2c~u+q61R!32A>^I{*a7(1HRTJSG{zCvO0!{MCj*Iddu*_7<*MkK*Lsc{v%ouFJaF
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S8na?1^aBLE%9dP{S}K3wnU|sf

diff --git a/analysis/data-geoff/s0023_fola_2024_zambiacmed_v01/s0023_fola_2024_zambiacmed_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0023_fola_2024_zambiacmed_v01/s0023_fola_2024_zambiacmed_v01_STAVE_imputed.xlsx
index 5fd1f96cbdc11ccbb8f40ab54136e8d56b6d1529..8379cdfe72ea4ee506a626ce8dd2af0dc0afb173 100644
GIT binary patch
delta 314
zcmV-A0mc5J{{f=^0kFq;1nYCo4wK7yD}Os~LJ_tDZON*ELS0(A6VfCRwH`=no&0?j
zzmkAgU5@UZGj|3R>!WO<U$9PSRiZ3OQ3Q%<F4Vq6@AW2rK#}uQaoT7FB|3pa>*}sx
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delta 314
zcmV-A0mc5J{{f=^0kFq;1fEr?1Cz^nD}T!&eF)ouwq(^np(!oh32BmuS`Q?(j{m;0
zoj3_()#d2kIdf-Fx!9{F`32{t(G?<DjuOz^2&uOfdS5TodzARVv|x?VP@xVyTGTfs
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M1fEr?1Ct|ve?^;`!~g&Q

diff --git a/analysis/data-geoff/s0024_fola_2023_zambiamalj_v01/s0024_fola_2023_zambiamalj_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0024_fola_2023_zambiamalj_v01/s0024_fola_2023_zambiamalj_v01_STAVE_imputed.xlsx
index 994d21fa87480fb5a281c3f0e501c3c1ba00227b..645fdeea55ce799a99bff45369a72b3afb839620 100644
GIT binary patch
delta 312
zcmV-80muG<UV&b)CMg8#bIuNvDk&>}J8nV|wgYX+s)0gXTDlX`BoVb9NNSz@eHFiw
zfLC3P?wvDt1{Le0Y@%PVPH0u4EJ;xWifJy?zC`c!CVoJX^Hg!#XayxYfkW%+u3&~R
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KbIuNvf-Zlrbdf6n

delta 312
zcmV-80muG<UV&b)CMg7-RjC7$Dk&>}%OQOT+kv)Z)j**sE!_!el89OlB(;wJzOtP-
z31rpf=-xSVXHdD=t0wsc=cUmVB3X_S(A)^Aw-tI{FVlOJ_`tMajnPn{4m?`aHzl`}
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diff --git a/analysis/data-geoff/s0025_ogwang_aac_v01/s0025_ogwang_aac_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0025_ogwang_aac_v01/s0025_ogwang_aac_v01_STAVE_imputed.xlsx
index 3bab4293fcdc58191d324755a9afc4d9ae0df403..5ca08e8287d9d73d6d519af8f94921ad3c6737f0 100644
GIT binary patch
delta 320
zcmV-G0l)s)IoUa|{uTu5bIuNv0v9WPJ8nV|wgYX+s)0gXTDlX`BoVb9NNSz@eHFiw
zfLC3P?wvDt1{Le0Y@%PVPH0u4EJ;xWifJy?zC`c!CVoJX^Hg!#XayxYfkW%+u3&~R
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S8na>;^aBLzbIuNvS{#38Y?Pq@

delta 320
zcmV-G0l)s)IoUa|{uTtDRjC7$0v9WP%OQOT+kv)Z)j**sE!_!el89OlB(;wJzOtP-
z31rpf=-xSVXHdD=t0wsc=cUmVB3X_S(A)^Aw-tI{FVlOJ_`tMajnPn{4m?`aHzl`}
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diff --git a/analysis/data-geoff/s0026_verity_v01/s0026_verity_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0026_verity_v01/s0026_verity_v01_STAVE_imputed.xlsx
index 117bbc2fd0cd36986cc1883c3c8196a6c2ab26c4..4b615b776af936c6094fd03e2a4c3f1def9d2421 100644
GIT binary patch
delta 332
zcmV-S0ki(!`V8Ot41k0IgaWh!gf|4q?D0{Th&KZ(e?N#R#&)1BSv63oOG|e`nmD4?
z14*spzpv~hP6A#9w2|(eGj|4+>x1ZmKQNXnS)n9~Q2>%E#${Wfk7g4-qQE*L8R?XS
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e{s&M?0|b{5Jp&rI=r{xP0|d$J@lluHJOh8yNufvp

delta 332
zcmV-S0ki(!`V8Ot41k0IgaWh!gf|49RjC7)h&KZ(f6F0#2-|_SWYs{SDJ|UzX_AOq
z4<xmY|Gu)FI0<Cc<>=lyb7xSw*sCV_1?Q#F6(U)V642ZTskaq+UoX>pl=#53V2#mG
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diff --git a/analysis/data-geoff/s0028_alemayehu_v01/s0028_alemayehu_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0028_alemayehu_v01/s0028_alemayehu_v01_STAVE_imputed.xlsx
index bbc834837b1b225dde7f4bfcc764c411fc9a2ca9..f2139848f4e3b6582585273e0b6ae1a1f5963b59 100644
GIT binary patch
delta 320
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delta 320
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diff --git a/analysis/data-geoff/s0035_kirby_v01/s0035_kirby_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0035_kirby_v01/s0035_kirby_v01_STAVE_imputed.xlsx
index d43e031ae26746c2d193e4f28133d44a3b380a13..bec1768a88675c5eae4a6533b65d9f49a810a5d7 100644
GIT binary patch
delta 320
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delta 320
zcmV-G0l)sdPP|UAVIc&bRjC7$Wg#nn%OQOT+kv)Z)j**sE!_!el89OlB(;wJzOtP-
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diff --git a/analysis/data-geoff/s0036_schreidah_v01/s0036_schreidah_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0036_schreidah_v01/s0036_schreidah_v01_STAVE_imputed.xlsx
index f8e32222db14934b4bbfe141e72745c221a7c862..24dde2abbcf244d526052e13a7293ed5741870ce 100644
GIT binary patch
delta 320
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delta 320
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diff --git a/analysis/data-geoff/s0042_mesiakahunu_v01/s0042_mesiakahunu_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0042_mesiakahunu_v01/s0042_mesiakahunu_v01_STAVE_imputed.xlsx
index cb1e31606f5debf39d2d80668038d035d8cac098..830468c03473ad9c74b540237aad6cb3dad561ad 100644
GIT binary patch
delta 320
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delta 320
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diff --git a/analysis/data-geoff/s0043_vanloon_v01/s0043_vanloon_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0043_vanloon_v01/s0043_vanloon_v01_STAVE_imputed.xlsx
index 667a4c8fa405343fbd5efa0b15061bbf4e1cc2dc..3a76152159e1e2a6d442c06b49356fee296c2bc9 100644
GIT binary patch
delta 338
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delta 339
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diff --git a/analysis/data-geoff/s0045_bakari_v01/s0045_bakari_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0045_bakari_v01/s0045_bakari_v01_STAVE_imputed.xlsx
index 59a59d199d8a7aee2cb64bbe7d49040f78f249d7..18d0cd604a6c8372c06e6903843138ebe4450fd2 100644
GIT binary patch
delta 348
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delta 349
zcmV-j0iyoxi2?430k9H31u>3hMJAIMKOcW?!Y~j;_x*~<`^0f5eOO75+KN??DwT?=
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diff --git a/analysis/data-geoff/s0048_vanloon_v01/s0048_vanloon_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0048_vanloon_v01/s0048_vanloon_v01_STAVE_imputed.xlsx
index 5451819f4ee6f513099305bfa0c8ecb7a674e46b..96570f9062b7a8c2ce7b1dac95cec5da64e30061 100644
GIT binary patch
delta 337
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delta 339
zcmV-Z0j&O`IHfqSNfre$j%GzBlTH>Ne{RAs5JmU>ipcxKaVULQNs!u#Rgo%{imE%y
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diff --git a/analysis/data-geoff/s0049_plucinski_v01/s0049_plucinski_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0049_plucinski_v01/s0049_plucinski_v01_STAVE_imputed.xlsx
index 683cc2f738731ce9ff366730d29ab3c4472b3a0b..c3afdbbbabf7419c13fbd1d710b0d609d930da11 100644
GIT binary patch
delta 337
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zl89OlB(+ZdzVb5(WR>OU-Z^t;P`NtFCi(;GgjN;Gk`zUtnC3$5EA+8l$B!s-o+?fo
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delta 347
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diff --git a/analysis/data-geoff/s0050_davlantes_v01/s0050_davlantes_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0050_davlantes_v01/s0050_davlantes_v01_STAVE_imputed.xlsx
index 5199fc559e7d27c46bd5915b116deadc7a2193d3..ee8ab4c54ef14a06fb836f98b8cfb7cc49f4a986 100644
GIT binary patch
delta 337
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zl89OlB(+ZdzVb5(WR>OU-Z^t;P`NtFCi(;GgjN;Gk`zUtnC3$5EA+8l$B!s-o+?fo
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delta 339
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diff --git a/analysis/data-geoff/s0053_issa_v01/s0053_issa_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0053_issa_v01/s0053_issa_v01_STAVE_imputed.xlsx
index 910d9e7df5f1634b0f06beb8f984f9c12dbad24d..11745686e2158483f04de2e21f13137ff08d0410 100644
GIT binary patch
delta 326
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z31pS!=-xSVXHdC1$|m{)>x5Pn%90dCpqS=D?JM-LUB{0oa-J$q8?B&1Cva$0Ka|W6
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z9WXXC5sgUBW~BMGO%LD<Ljw|&cQ{KjeD-><(%o$6l?$g7{$${$brNUy(TUmEwr$ep
zy*1>|@Ym+`y<asJsyh_}RF|9)W`TNb>k?lU;cyLgeiKf-6TqKNLBH`fE;951k3s-4
z#GRDS{P|_OM)e|H6mgozS-#B*7_wZFW%1pOyy`y#<v8SS;sh9SUw?x7AG44g5(EXW
YO|h^flcyk50gsdXAR`7u9smFU0BP2d@&Et;

delta 327
zcmV-N0l5C8LZw2mN*e_e5m_1~lTRBef6Kvr2-|_SWYs{SDJ|UzY2t`l4<xlt{=SNx
zI0<Cc<>=lyb7xRB->NS81?Q#FH6mG#642ZTsoNU8uNLV&N_=2iu+C_x(GEPCH#Zfx
zlp6=H&RB3kf=?nyd&+H%HX&GwvF965%xBS|qqsIsu@FnwV$1k9YXKK|ev1_Ze<oO9
zcn?hNL_`Oq;1kmRxNZOlj-dkuI(SSnf=}K6PWh`1gL39nGVCl|wI0REz4dZ3_I;oA
zv%wnk6a2Y+c^g(urQV;418OS4DR;nvaZQEKi+H$>`LK*9UP};<yQp7zJ1jExfk<Ki
zI>tRJAG4?D)dDp|UX&>*Qu44O8F#eIX<mNqM_%-wfa);h-^3$e%zgO@nm@CT91;Wt
Z6A@V&C6lHgQ~{8a`ye9*MIHbE0067)krDs^

diff --git a/analysis/data-geoff/s0054_laminou_v01/s0054_laminou_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0054_laminou_v01/s0054_laminou_v01_STAVE_imputed.xlsx
index b5b276554d346c92d50f1f7e06a08f9fef31878c..500620bbc627bb6a427cf4e4ee6abdd3405214bf 100644
GIT binary patch
delta 326
zcmV-M0lEH@LXtwTI2#48O|h^flRX<Me>*0o2-|_SWYs{SDJ|UzX_AOq4<xlt{=V`v
z31pS!=-xSVXHdC1$|m{)>x5Pn%90dCpqS=D?JM-LUB{0oa-J$q8?B&1Cva$0Ka|W6
zrY*c#ZNPc~E(##!2s0Hrcy9>CjvYW!mjs6j;!ayheJJf78_Is@9`GVf3oOA?e@;Ec
z9WXXC5sgUBW~BMGO%LD<Ljw|&cQ{KjeD-><(%o$6l?$g7{$${$brNUy(TUmEwr$ep
zy*1>|@Ym+`y<asJsyh_}RF|9)W`TNb>k?lU;cyLgeiKf-6TqKNLBH`fE;951k3s-4
z#GRDS{P|_OM)e|H6mgozS-#B*7_wZFW%1pOyy`y#<v8SS;sh9SUw?x7AG3ZO5(EXW
YO|h^fla(M;0ezF|AR`7c9smFU01Bd!Pyhe`

delta 327
zcmV-N0l5B>LX$$UI2#2M5m_1~lRX<Mf6Kvr2-|_SWYs{SDJ|UzY2t`l4<xlt{=SNx
zI0<Cc<>=lyb7xRB->NS81?Q#FH6mG#642ZTsoNU8uNLV&N_=2iu+C_x(GEPCH#Zfx
zlp6=H&RB3kf=?nyd&+H%HX&GwvF965%xBS|qqsIsu@FnwV$1k9YXKK|ev1_Ze<oO9
zcn?hNL_`Oq;1kmRxNZOlj-dkuI(SSnf=}K6PWh`1gL39nGVCl|wI0REz4dZ3_I;oA
zv%wnk6a2Y+c^g(urQV;418OS4DR;nvaZQEKi+H$>`LK*9UP};<yQp7zJ1jExfk<Ki
zI>tRJAG4?D)dDp|UX&>*Qu44O8F#eIX<mNqM_%-wfa);h-^3$e%zgO@nm@CB91;Wt
Z6A@V&C6kmOQ~`dI=^!HpGadi{002yJkZ=G1

diff --git a/analysis/data-geoff/s0055_dorkenoo_v01/s0055_dorkenoo_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0055_dorkenoo_v01/s0055_dorkenoo_v01_STAVE_imputed.xlsx
index 546377f30a71ac1c8d6b8ee59c7c52f3e0bbde97..c8b0edcf7dd25aded4b33e7f4815e1326fa0d8ac 100644
GIT binary patch
delta 326
zcmV-M0lEH$K7~H8D;Wi^O|h^flQ0=7e>*0o2-|_SWYs{SDJ|UzX_AOq4<xlt{=V`v
z31pS!=-xSVXHdC1$|m{)>x5Pn%90dCpqS=D?JM-LUB{0oa-J$q8?B&1Cva$0Ka|W6
zrY*c#ZNPc~E(##!2s0Hrcy9>CjvYW!mjs6j;!ayheJJf78_Is@9`GVf3oOA?e@;Ec
z9WXXC5sgUBW~BMGO%LD<Ljw|&cQ{KjeD-><(%o$6l?$g7{$${$brNUy(TUmEwr$ep
zy*1>|@Ym+`y<asJsyh_}RF|9)W`TNb>k?lU;cyLgeiKf-6TqKNLBH`fE;951k3s-4
z#GRDS{P|_OM)e|H6mgozS-#B*7_wZFW%1pOyy`y#<v8SS;sh9SUw?x7AG2{95(EXW
YO|h^flZYNv0dSMu9wP=N8~^|S0Jc?-#{d8T

delta 327
zcmV-N0l5B!K88N9D;Wh75m_1~lQ0=7f6Kvr2-|_SWYs{SDJ|UzY2t`l4<xlt{=SNx
zI0<Cc<>=lyb7xRB->NS81?Q#FH6mG#642ZTsoNU8uNLV&N_=2iu+C_x(GEPCH#Zfx
zlp6=H&RB3kf=?nyd&+H%HX&GwvF965%xBS|qqsIsu@FnwV$1k9YXKK|ev1_Ze<oO9
zcn?hNL_`Oq;1kmRxNZOlj-dkuI(SSnf=}K6PWh`1gL39nGVCl|wI0REz4dZ3_I;oA
zv%wnk6a2Y+c^g(urQV;418OS4DR;nvaZQEKi+H$>`LK*9UP};<yQp7zJ1jExfk<Ki
zI>tRJAG4?D)dDp|UX&>*Qu44O8F#eIX<mNqM_%-wfa);h-^3$e%zgO@nm@B}8WIEr
Z6A@V&C6k99Q~`05+#VwaCL90&008&okLLgY

diff --git a/analysis/data-geoff/s0059_osborne_v01/s0059_osborne_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0059_osborne_v01/s0059_osborne_v01_STAVE_imputed.xlsx
index 24be687fe00176f4d09cc6c0add47b1f648fb824..9b2982b4db8cd280074e948facf14380f3cbb17f 100644
GIT binary patch
delta 334
zcmV-U0kQtBIjuRc(-sA<O|h^flh_t2e>*0o2-|_SWYs{SDJ|UzX_AOq4<xlt{=V`v
z31pS!=-xSVXHdC1$|m{)>x5Pn%90dCpqS=D?JM-LUB{0oa-J$q8?B&1Cva$0Ka|W6
zrY*c#ZNPc~E(##!2s0Hrcy9>CjvYW!mjs6j;!ayheJJf78_Is@9`GVf3oOA?e@;Ec
z9WXXC5sgUBW~BMGO%LD<Ljw|&cQ{KjeD-><(%o$6l?$g7{$${$brNUy(TUmEwr$ep
zy*1>|@Ym+`y<asJsyh_}RF|9)W`TNb>k?lU;cyLgeiKf-6TqKNLBH`fE;951k3s-4
z#GRDS{P|_OM)e|H6mgozS-#B*9I{-JW%1pOyy`y#<v8SS;sh9SUw?x7A5cpJ1e0JK
g8nZVT^aBO2O|h^flQ0}q0T`2o93uwJ82|tP06oK$WB>pF

delta 335
zcmV-V0kHn9Ij%Xd(-s925m_1~lh_t2f6Kvr2-|_SWYs{SDJ|UzY2t`l4<xlt{=SNx
zI0<Cc<>=lyb7xRB->NS81?Q#FH6mG#642ZTsoNU8uNLV&N_=2iu+C_x(GEPCH#Zfx
zlp6=H&RB3kf=?nyd&+H%HX&GwvF965%xBS|qqsIsu@FnwV$1k9YXKK|ev1_Ze<oO9
zcn?hNL_`Oq;1kmRxNZOlj-dkuI(SSnf=}K6PWh`1gL39nGVCl|wI0REz4dZ3_I;oA
zv%wnk6a2Y+c^g(urQV;418OS4DR;nvaZQEKi+H$>`LK*9UP};<yQp7zJ1jExfk<Ki
zI>tRJAG4?D)dDp|UX&>*Qu44O9e1?MX<mNqM_%-wfa);h-^3$e%zgO@nm<rW0|b*_
h92&DW81w@L6A@V&C6g~4Q~?>2gd8IV&KUpz004*glY;;N

diff --git a/analysis/data-geoff/s0060_angwe_2024_v01/s0060_angwe_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0060_angwe_2024_v01/s0060_angwe_2024_v01_STAVE_imputed.xlsx
index 4f0bbe1b3ea0a5d0c2f40d79af03e82403961aa7..ad5f5187696a7180d2ef27fa302b12394f86ce23 100644
GIT binary patch
delta 332
zcmV-S0ki)8IQ}@WqZR~>(vI(wrxqW7&1%Ci5QOi23ZuI%J0@unwgYX+sewXWT6z=G
z#u2rCkkmSP`^t9WB;ZqztC{_Fc2TiD$Ts=~>x5P%%90dCpqS=DH6?nlH}M0CoTrM@
zRx2pc5gb}qcLg(qX$!Ab8?au0ivmbF!c2+w-W!6kV|$R)CBdPBxYJfrA4=PQU_;qA
zZ2&LQbcH2&%BiQg2gYV1q7#y{32A<8I{-Mt(1HZz9nO*rU%Vcybh8bEa^;l59}Ub}
z&*J1hI58Q!u1mUnu!j5@{@lL24XegN^`~Nhs)94ZEKsj)Rp9F)9ImC#Z^Maq0{G)G
z=reDpMaDkhQ3ycBxM$@fe|oMdH>g^qi&dQFahBKFiY%98dH>aqyy?FH<!Q*jiD$r=
e`}Px5e^5&U1d}iv8nXu&^aBKq(vI(w{~Le8yrLlh

delta 332
zcmV-S0ki)8IQ}@WqZR}c5m_3OrxqW7%WA_g5JmU>3ZuO(%fWpJ+kv)Z)j**sE!_!e
z;)q%gB(+ZdzKWeV31rpf=-xSVXHYfYsxJ8j=cUm#B3X_S(A)^A+Zw&E7U?}od|+Cz
z&S<F74m_GSHx;*(8wan>Sa3mtPa;Tr%59A{Ay|sB=NnMWXVIafxHe9)5KGs8V$1k9
zYXKK|ev1_ZCRkv24@~VuL<gkc6Vm>;ZU6|5p#udvcuX>aPu>7d`Kt|sa^_Sr>?~Zh
z9>vMM^>Q-yeV_HS!5Z@u{JDI28&*xF-k*vCYAV4gcff*iO@+^kc({)Fu#6{OOAwE{
zs9$+IEHd_iNMZmw#yu(@v!~}N)dDp|UX&>*Qu44OceKoDUViOIUi6=U>M-Qr#3NwL
eefbHRKTt~p1d}iv8nXu&^aBJF5m_3O{~LcRyqCQI

diff --git a/analysis/data-geoff/s0061_kamaliddin_2024_v01/s0061_kamaliddin_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0061_kamaliddin_2024_v01/s0061_kamaliddin_2024_v01_STAVE_imputed.xlsx
index 6003a50511b425b9eb46ee0069f3ea3c34999d61..e7d88466ce854d56aeed9e2d25664fea0f078a29 100644
GIT binary patch
delta 332
zcmV-S0ki(dP{>fQZ6XAX(vI(waUvgo&1%Ci5QOi23ZuI%J0@unwgYX+sewXWT6z=G
z#u2rCkkmSP`^t9WB;ZqztC{_Fc2TiD$Ts=~>x5P%%90dCpqS=DH6?nlH}M0CoTrM@
zRx2pc5gb}qcLg(qX$!Ab8?au0ivmbF!c2+w-W!6kV|$R)CBdPBxYJfrA4=PQU_;qA
zZ2&LQbcH2&%BiQg2gYV1q7#y{32A<8I{-Mt(1HZz9nO*rU%Vcybh8bEa^;l59}Ub}
z&*J1hI58Q!u1mUnu!j5@{@lL24XegN^`~Nhs)94ZEKsj)Rp9F)9ImC#Z^Maq0{G)G
z=reDpMaDkhQ3ycBxM$@fe|oMdH>g^qi&dQFahBKFiY%98dH>aqyy?FH<!Q*jiD$r=
e`}Px5e^5&U1e5wF8ne+O^aBKq(vI(w$tQm!I-?N)

delta 332
zcmV-S0ki(dP{>fQZ6X8{5m_3OaUvgo%WA_g5JmU>3ZuO(%fWpJ+kv)Z)j**sE!_!e
z;)q%gB(+ZdzKWeV31rpf=-xSVXHYfYsxJ8j=cUm#B3X_S(A)^A+Zw&E7U?}od|+Cz
z&S<F74m_GSHx;*(8wan>Sa3mtPa;Tr%59A{Ay|sB=NnMWXVIafxHe9)5KGs8V$1k9
zYXKK|ev1_ZCRkv24@~VuL<gkc6Vm>;ZU6|5p#udvcuX>aPu>7d`Kt|sa^_Sr>?~Zh
z9>vMM^>Q-yeV_HS!5Z@u{JDI28&*xF-k*vCYAV4gcff*iO@+^kc({)Fu#6{OOAwE{
zs9$+IEHd_iNMZmw#yu(@v!~}N)dDp|UX&>*Qu44OceKoDUViOIUi6=U>M-Qr#3NwL
eefbHRKTt~p1e5wF8ne+O^aBJF5m_3O$tQn|E10bS

diff --git a/analysis/data-geoff/s0062_vonwowern_2024_v01/s0062_vonwowern_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0062_vonwowern_2024_v01/s0062_vonwowern_2024_v01_STAVE_imputed.xlsx
index b0b545f17a2b9dbba8ee864f8b65d961c2247070..2645a1cd8e89fc974904215ccc27aceb0a05fee6 100644
GIT binary patch
delta 324
zcmV-K0lWUBHKaAL$rJ>Q(vI(w%@iMh&1%Ci5QOi23ZuI%J0@unwgYX+sewXWT6z=G
z#u2rCkkmSP`^t9WB;ZqztC{_Fc2TiD$Ts=~>x5P%%90dCpqS=DH6?nlH}M0CoTrM@
zRx2pc5gb}qcLg(qX$!Ab8?au0ivmbF!c2+w-W!6kV|$R)CBdPBxYJfrA4=PQU_;qA
zZ2&LQbcH2&%BiQg2gYV1q7#y{32A<8I{-Mt(1HZz9nO*rU%Vcybh8bEa^;l59}Ub}
z&*J1hI58Q!u1mUnu!j5@{@lL24XegN^`~Nhs)94ZEKsj)Rp9F)9ImC#Z^Maq0{G)G
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W`}Px5f3pu35(ET|(vI(wB^rM>#-3UL

delta 324
zcmV-K0lWUBHKaAL$rJ<=5m_3O%@iMh%WA_g5JmU>3ZuO(%fWpJ+kv)Z)j**sE!_!e
z;)q%gB(+ZdzKWeV31rpf=-xSVXHYfYsxJ8j=cUm#B3X_S(A)^A+Zw&E7U?}od|+Cz
z&S<F74m_GSHx;*(8wan>Sa3mtPa;Tr%59A{Ay|sB=NnMWXVIafxHe9)5KGs8V$1k9
zYXKK|ev1_ZCRkv24@~VuL<gkc6Vm>;ZU6|5p#udvcuX>aPu>7d`Kt|sa^_Sr>?~Zh
z9>vMM^>Q-yeV_HS!5Z@u{JDI28&*xF-k*vCYAV4gcff*iO@+^kc({)Fu#6{OOAwE{
zs9$+IEHd_iNMZmw#yu(@v!~}J)dDp|UX&>*Qu44OceKoDUViOIUi6=U>M-Qr#3NwL
WefbHRKeG=O5(ESj5m_3OB^rO>uaouw

diff --git a/analysis/data-geoff/s0063_ngasala_2024_v01/s0063_ngasala_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0063_ngasala_2024_v01/s0063_ngasala_2024_v01_STAVE_imputed.xlsx
index d707dd04410687c683e7896a8e192753d0706f3d..167092c4655a6423d81e1e4d0152660e81410495 100644
GIT binary patch
delta 358
zcmV-s0h#`pM43deJ{*6I(vI&X0RR9{0ssIJ0001FZ(~q$Z*X%jV{dY0E_iKhos!LJ
z!!Qtp?|llRyDd8=X%V&qZON&DLS0&V6Vk>JwSJJ)I(hrbcH$)9Q;(~e{dRUyu|CK)
z`UUHRRwc@k6h)wz=0Y_kdapO}1B#rdiqlprDA5rdT32@kGlYL>3$IoiuwH<R0!TT+
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zoaS+s*V&3Jmt=YW)sMXCzX0WF$iInaz?l2?6I6dtO9KRx%OM)Gq8;=D1dY;;?~|G#
Ef9iIq`Tzg`

delta 358
zcmV-s0h#`pM43deJ{*4&5m_1~0RR9{0ssIJ0001FZ(~q$Z*X%jV{dY0E_iKhos!FH
z!!Qs<_x%c^y)DbZeF)ouwq(^np(!oh32EYpS`Q?(PX4}%oj3_()#d2kIdf-FHQ%Z(
z`32{t(KRAjjuOz^2&vl|y{{JOJxY9FTCmP&sL>8Qnm0EUx0HVy2d~apa6y7kB1n76
zZH+b|Sc<Xd8&J$=(V?TbHcqh+OV?t{_%~|-7kPe*6$B<&V0aHq?L<Teq~H_M{<v-c
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Ee;ZbwmH+?%

diff --git a/analysis/data-geoff/s0065_ndiaye_v01/s0065_ndiaye_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0065_ndiaye_v01/s0065_ndiaye_v01_STAVE_imputed.xlsx
index 794af0ca5ddf411477603fdbbd703130c89838ad..3fd8ed82926001a0323bd8f50ad6f37519d44ccd 100644
GIT binary patch
delta 322
zcmV-I0logiVZ&jt=qdz_(vI(w>?$CCYQr!PgztR{qq{9TCTS7218vEvfkItcdK1#d
z5w(7h)H-?l%68%;;8TyQnf-QlQL#SAHu?qYgjOZWk`zUtnC3z?C3>$n@dJvSr;5{7
zD=5(s99ma*1v7+c3$IoiuwH<R0!TT+Oo{g18-lT8dyv#6!J&e<(^gU+O50$6L)kZN
z058&Xg(Y~(si(LH#%3a-6OywDX?|=w064?Yf&}Fq&XNpYydJD{vkilC<&?r74a{24
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zGjFFw#y;Rt2tdZTXXPV*dagGks9L0pRh;H=me<*eESF??|J9GY>AwKwX~@5cXTX^I
U_7haIEi4lR1dY;;?~_C@f7@Q3cK`qY

delta 322
zcmV-I0logiVZ&jt=qdztuo?T4>?$CCZo)7SgztTd$oIr?5VW<DAhi{zB2_9?QE!&L
zfYta%w%d@muM;4E#Hq*i%zit&ayj3tCiw;DrO_24S&kCW+z6?+75Z2$(g&3Iz_ehE
z(NLidJet>cCAX9t2XD?;a6y7kB1n76ZH0CrSc<XdJ5bDL(V?TbF;1}%OSi>;mho@4
z1zhC$3@Zpsu)uH+OzlWSN2K5*(*C$+00@qu0R=jEOfrJc-T+Sdn+=0<;Z!no7H(Qk
z;^^LcIU3ux&DzOejrj>)FJIq>Ra2?^Q*l6bDLCa0STL?G@nsPY*DxQJ@x&Vm;;D=J
zjkn_>hdvNV3_uTYPs-=y`DL{uKy{H9)07k`d0dfuI?ZW5`|3wt^`C+2ION~N6X1~h
U`V-W%Ei4lR1a+_(`;$a4f0j_4MF0Q*

diff --git a/analysis/data-geoff/s0067_makenga_2022_v01/s0067_makenga_2022_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0067_makenga_2022_v01/s0067_makenga_2022_v01_STAVE_imputed.xlsx
index d28d3b2cedfec811968cf12474d3deca31500cd3..ed5619933d63e92cd65eb931ca9ccbbbe07a1405 100644
GIT binary patch
delta 331
zcmV-R0kr<FIj=de)D{Gd(vI(w*cKpvYQr!PgztR{qq{9TCTS7218vEvfkItcdK1#d
z5w(7h)H-?l%68%;;8TyQnf-QlQL#SAHu?qYgjOZWk`zUtnC3z?C3>$n@dJvSr;5{7
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delta 331
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zfYta%w%d@muM;4E#Hq*i%zit&ayj3tCiw;DrO_24S&kCW+z6?+75Z2$(g&3Iz_ehE
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diff --git a/analysis/data-geoff/s0068_dasilva_2023_v01/s0068_dasilva_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0068_dasilva_2023_v01/s0068_dasilva_2023_v01_STAVE_imputed.xlsx
index 515607c64e8c5231bf8659fb61a65ad4a424ea64..63a20b2bd91c14d6d3cec907aa3e48dbe3ff72d5 100644
GIT binary patch
delta 331
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delta 331
zcmV-R0kr=9K>k3mqZ$Ntuo?T4ry3xCZo)7SgztTd$oIr?5VW<DAhi{zB2_9?QE!&L
zfYta%w%d@muM;4E#Hq*i%zit&ayj3tCiw;DrO_24S&kCW+z6?+75Z2$(g&3Iz_ehE
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diff --git a/analysis/data-geoff/s0071_mohammed_sdn_2018_v01/s0071_mohammed_sdn_2018_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0071_mohammed_sdn_2018_v01/s0071_mohammed_sdn_2018_v01_STAVE_imputed.xlsx
index 8a45d59fb76a8ebde12d76716f40a0f647819f57..f6cec9f1dcea349279f951d57dbc31514ba7fdf0 100644
GIT binary patch
delta 358
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delta 358
zcmV-s0h#`ZHHkH_t`vWDuo?R$0RR9{0ssIJ0001FZ(~q$Z*X%jV{dY0E_iKhos!LN
z!Y~ko?|q8M_r!4!w6&5TwH2o#RVr0cZ<f7))%ZuY+mN@f6Ci-ZsmJxqemlEzIp3=$
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zaX@t`IOPslFs@84@nsPY*DxQJ@x&Vm;;D=Jjkn_>hdvNV3_uTYPs-=y`DL|0b&(g-
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Ef3|+6EdT%j

diff --git a/analysis/data-geoff/s0072_makau_ken_2024_v01/s0072_makau_ken_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0072_makau_ken_2024_v01/s0072_makau_ken_2024_v01_STAVE_imputed.xlsx
index fd9f614b261dc3cf1c5a357c83aafad256dd6c3b..86f3099d2afb959d56ff6ae314a9850133c82372 100644
GIT binary patch
delta 331
zcmV-R0kr<^IPN&GlNJPx(vI(wmlhy@YQr!PgztR{qq{9TCTS7218vEvfkItcdK1#d
z5w(7h)H-?l%68%;;8TyQnf-QlQL#SAHu?qYgjOZWk`zUtnC3z?C3>$n@dJvSr;5{7
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d_7hZpP)h>@lOP-#v-cPD0|brIj_;H28-I8nq2mAm

delta 331
zcmV-R0kr<^IPN&GlNJPZuo?T4mlhy@Zo)7SgztTd$oIr?5VW<DAhi{zB2_9?QE!&L
zfYta%w%d@muM;4E#Hq*i%zit&ayj3tCiw;DrO_24S&kCW+z6?+75Z2$(g&3Iz_ehE
z(NLidJet>cCAX9t2XD?;a6y7kB1n76ZH0CrSc<XdJ5bDL(V?TbF;1}%OSi>;mho@4
z1zhC$3@Zpsu)uH+OzlWSN2K5*(*C$+00@qu0R=jEOfrJc-T+Sdn+=0<;Z!no7H(Qk
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zjkn_>hdvNV3_uTYPs-=y`DL{zKy{H9)07k`d0dfuI?ZW5`|3wt^`C+2ION~N6X1~h
d`V-WDP)h>@lOP-#v-cPD0|a%j8T*s(8-Fedps@e|

diff --git a/analysis/data-geoff/s0073_agaba_uga_2024_v01/s0073_agaba_uga_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0073_agaba_uga_2024_v01/s0073_agaba_uga_2024_v01_STAVE_imputed.xlsx
index 44c28a8b7fcf326bf2b5cc4e4fee2bee62afeb66..460cd48fea4fa5ec225f529b4339588c11078ebb 100644
GIT binary patch
delta 371
zcmV-(0gV2MMu<kRE**dI`Yt^r0RR9{0ssIJ0001FZ(~q$Z*X%jV{dY0E_iKhos!FH
z!!Qs<_x%c^y)8Q?Aqd-nwq(^np(!oh32BmuS`Q?(PX4~~GYNRr<>=lyb7xSoIm<fw
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RQ~`67;36XiC?Eg;006;-qO$-1

delta 358
zcmV-s0h#`YMu|qSE*%bauo?R$0RR9{0ssIJ0F$926MvnO&2GXl5QOi2ipclGaS*h%
zk|4Dery^A<RZ(x2y@1vDN4DFLx33c*fW)cC^~`=dyK*_-t0wsc=cUmVB3X_S(A)^A
zw-x$WEz$>+_`tMajnPn{4m_IIcO|!!8wYRBSa3mtPa;Tr%58;qAy|sB=Q~i$XVIaf
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E08MP9m;e9(

diff --git a/analysis/data-geoff/s0074_lepiscopia_2025_v01/s0074_lepiscopia_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0074_lepiscopia_2025_v01/s0074_lepiscopia_2025_v01_STAVE_imputed.xlsx
index c05f52fdfc457015125539f2fae7563ab7e4f75e..930a615f42427387988cab125d56cefbe80f98fb 100644
GIT binary patch
delta 338
zcmV-Y0j>VkKGZ(2dKm@r`Yt^rlYbc=f6HpaFc3xe{R*SKEjuP52-|_SWYs{SDJ|Uz
zX_AOq4<xlt{=V`v33%1z=-xSVXHc;@%R2f6>x5P%%90dCpqS=D9ZU4S-^ObcIZqX*
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kzW)T(AG5$35(EYD`Yt^rlh+<p0l$+hA0q~I8~^|S06VCexBvhE

delta 339
zcmV-Z0j&PiKGi<3dKm>*FD9fVlYbc=f6Z>fFc5_AeTvBU#BmU%wUQvU6{jLqDpgT$
zmc4-0_(!(ekhiZBAb`ZF$Mwv9JG*i@->WA11?Q#F6(U)V642ZTskasSSS`{Al=#53
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z7xf!&$3+f(Ad(n>9^#&q&&l)4C2E1{A}^*XDN^#dA~QP8X+HbvM_%=xf$BKq-^3H(
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diff --git a/analysis/data-geoff/s0075_eloff_2025_v01/s0075_eloff_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0075_eloff_2025_v01/s0075_eloff_2025_v01_STAVE_imputed.xlsx
index 3c6ab3ce54ea3a71a9f95adbdf3dc825c710e5db..03a3e2c52a57064077aaf108febdec04122887ba 100644
GIT binary patch
delta 338
zcmV-Y0j>V0VWwfQ%qj)(`Yt^rlhG<3f6HpaFc3xe{R*SKEjuP52-|_SWYs{SDJ|Uz
zX_AOq4<xlt{=V`v33%1z=-xSVXHc;@%R2f6>x5P%%90dCpqS=D9ZU4S-^ObcIZqX*
zwN_A~3pli?9tvg%(-vN>HekH~7X^@VgqaeZyf*}6$4(%rOM*iM@u01wK9u%|e+^~d
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delta 339
zcmV-Z0j&O}VW(lR%qj&}FD9fVlhG<3f6Z>fFc5_AeTvBU#BmU%wUQvU6{jLqDpgT$
zmc4-0_(!(ekhiZBAb`ZF$Mwv9JG*i@->WA11?Q#F6(U)V642ZTskasSSS`{Al=#53
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diff --git a/analysis/data-geoff/s0076_martin_2025_v01/s0076_martin_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0076_martin_2025_v01/s0076_martin_2025_v01_STAVE_imputed.xlsx
index e28ea87391f2db7f76079967e57dcd15349de2ab..d927263442875ce9bb03b66f803ec542cb07c048 100644
GIT binary patch
delta 338
zcmV-Y0j>VmPu5Sc{2>ML`Yt^rlK~<gf6HpaFc3xe{R*SKEjuP52-|_SWYs{SDJ|Uz
zX_AOq4<xlt{=V`v33%1z=-xSVXHc;@%R2f6>x5P%%90dCpqS=D9ZU4S-^ObcIZqX*
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kzW)T(AG1Ou5(EYD`Yt^rlUXNJ0YQ_lCnE;-Bme*a0DIV(p8x;=

delta 339
zcmV-Z0j&PkPuEYd{2>KbFD9fVlK~<gf6Z>fFc5_AeTvBU#BmU%wUQvU6{jLqDpgT$
zmc4-0_(!(ekhiZBAb`ZF$Mwv9JG*i@->WA11?Q#F6(U)V642ZTskasSSS`{Al=#53
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z7xf!&$3+f(Ad(n>9^#&q&&l)4C2E1{A}^*XDN^#dA~QP8X+HbvM_%=xf$BKq-^3H(
lko)=*)PJ)<BN7A!S1%@{C6ibuQ~^ShttTS}_ap!S001+(qlN$g

diff --git a/analysis/data-geoff/s0101_plucinski_2017_v01/s0101_plucinski_2017_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0101_plucinski_2017_v01/s0101_plucinski_2017_v01_STAVE_imputed.xlsx
index 86d27a5dddaa15568d61b4b2142d0dde6ae99d29..bf04b296983a289c538238deb062d8f5cee92ba0 100644
GIT binary patch
delta 346
zcmV-g0j2)kJ={I80vQGI`Yt^rlLr|df6HpaFc3xe{R*SKEjuP52-|_SWYs{SDJ|Uz
zX_AOq4<xlt{=V`v33%1z=-xSVXHc;@%R2f6>x5P%%90dCpqS=D9ZU4S-^ObcIZqX*
zwN_A~3pli?9tvg%(-vN>HekH~7X^@VgqaeZyf*}6$4(%rOM*iM@u01wK9u%|e+^~d
z^ayy7rYkJLQ%*g_Eig6{5e-PrCZzeXbqC-KLk$v?cQ{KjeD!*;(#<w>%8gSBe=#s?
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delta 347
zcmV-h0i^!iJ>5O90vQEYFD9fVlLr|df6Z>fFc5_AeTvBU#BmU%wUQvU6{jLqDpgT$
zmc4-0_(!(ekhiZBAb`ZF$Mwv9JG*i@->WA11?Q#F6(U)V642ZTskasSSS`{Al=#53
zV2#mGp$<Hn*LNkilp6<c&RB3kf=?nyd&+Hvb|F}bvFAHb%xBS|qqs3nu@FnQf5n#Z
zZ?*+o<oP{T5SU<r;U1XUk%*2+!AGS1am@e_976*NbnuvD1fRVDobopt2Ia!3Waup1
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diff --git a/analysis/data-geoff/s0103_ebel_2021_v01/s0103_ebel_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0103_ebel_2021_v01/s0103_ebel_2021_v01_STAVE_imputed.xlsx
index 8244302159e643fe437e40fcbe57ae8d650a8bd7..3b4fcf2ed3c6c7a74a096dfae03a5baf2f25475a 100644
GIT binary patch
delta 322
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delta 322
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diff --git a/analysis/data-geoff/s0105_kpemasse_2021_v01/s0105_kpemasse_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0105_kpemasse_2021_v01/s0105_kpemasse_2021_v01_STAVE_imputed.xlsx
index fbd369a72616287070f464ddc9c0d956acdf031e..eae1a78a3f2da2580479da412be4e28870984a09 100644
GIT binary patch
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delta 331
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diff --git a/analysis/data-geoff/s0106_lepiscopia_2023_v01/s0106_lepiscopia_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0106_lepiscopia_2023_v01/s0106_lepiscopia_2023_v01_STAVE_imputed.xlsx
index df5a823879972a7ad8283f11154a88d74dd617b7..6c9a39ec349f6560762fd0f2c18c6bf049387f4d 100644
GIT binary patch
delta 331
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delta 331
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diff --git a/analysis/data-geoff/s0108_natama_2020_v01/s0108_natama_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0108_natama_2020_v01/s0108_natama_2020_v01_STAVE_imputed.xlsx
index 435e04b8781dbd15e817b41953f9000b4d5725d8..1200262042b4ec9c4218ad6cbffc5bb5d20dafec 100644
GIT binary patch
delta 322
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delta 322
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diff --git a/analysis/data-geoff/s0109_gansane_2021_v01/s0109_gansane_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0109_gansane_2021_v01/s0109_gansane_2021_v01_STAVE_imputed.xlsx
index 474b1c86479b413e84d019857746cd3f62521e2a..d2256cef297bac9f8d4631270efe23a29f7d7068 100644
GIT binary patch
delta 358
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delta 358
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diff --git a/analysis/data-geoff/s0110_tarama_2023_v01/s0110_tarama_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0110_tarama_2023_v01/s0110_tarama_2023_v01_STAVE_imputed.xlsx
index 0f791421480dd88785036f9cc8319c3879c16943..798c8e2a5a4576261dc319b717101be8bf295abf 100644
GIT binary patch
delta 358
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delta 358
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diff --git a/analysis/data-geoff/s0113_mbenda_2016_v01/s0113_mbenda_2016_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0113_mbenda_2016_v01/s0113_mbenda_2016_v01_STAVE_imputed.xlsx
index 4d76e927e2b086ffb8ee917a489870ef6259e02a..c1e360155c8c382120f9c105b6d963f15ef97a90 100644
GIT binary patch
delta 331
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delta 331
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diff --git a/analysis/data-geoff/s0114_lepiscopia_2021_v01/s0114_lepiscopia_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0114_lepiscopia_2021_v01/s0114_lepiscopia_2021_v01_STAVE_imputed.xlsx
index 4ecd1db7eb838fd212362c83609f275c16cbe868..4fcfd27bb43c82d2a320d37d49fa70abde430db9 100644
GIT binary patch
delta 331
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delta 331
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diff --git a/analysis/data-geoff/s0115_tuedomagb_2021_v01/s0115_tuedomagb_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0115_tuedomagb_2021_v01/s0115_tuedomagb_2021_v01_STAVE_imputed.xlsx
index a78cfff44d960a32dfcdc97ea4deca798ea8bbd8..7dd207f5d76fcf4379069dcf2f32e361836d3aeb 100644
GIT binary patch
delta 330
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delta 330
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diff --git a/analysis/data-geoff/s0116_mairet_khedim_2021_v01/s0116_mairet_khedim_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0116_mairet_khedim_2021_v01/s0116_mairet_khedim_2021_v01_STAVE_imputed.xlsx
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diff --git a/analysis/data-geoff/s0117_nanarrd_2023_v01/s0117_nanarrd_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0117_nanarrd_2023_v01/s0117_nanarrd_2023_v01_STAVE_imputed.xlsx
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GIT binary patch
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delta 346
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diff --git a/analysis/data-geoff/s0118_nzoumbou-boko_2020_v01/s0118_nzoumbou-boko_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0118_nzoumbou-boko_2020_v01/s0118_nzoumbou-boko_2020_v01_STAVE_imputed.xlsx
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delta 337
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diff --git a/analysis/data-geoff/s0119_mayengue_2018_v01/s0119_mayengue_2018_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0119_mayengue_2018_v01/s0119_mayengue_2018_v01_STAVE_imputed.xlsx
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GIT binary patch
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delta 337
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diff --git a/analysis/data-geoff/s0120_yobi_2020_v01/s0120_yobi_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0120_yobi_2020_v01/s0120_yobi_2020_v01_STAVE_imputed.xlsx
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diff --git a/analysis/data-geoff/s0121_li_2014_v01/s0121_li_2014_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0121_li_2014_v01/s0121_li_2014_v01_STAVE_imputed.xlsx
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delta 363
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diff --git a/analysis/data-geoff/s0122_li_2015_v01/s0122_li_2015_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0122_li_2015_v01/s0122_li_2015_v01_STAVE_imputed.xlsx
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delta 338
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diff --git a/analysis/data-geoff/s0123_riloharivas_2021_v01/s0123_riloharivas_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0123_riloharivas_2021_v01/s0123_riloharivas_2021_v01_STAVE_imputed.xlsx
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delta 339
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diff --git a/analysis/data-geoff/s0124_hailemeskel_2019_v01/s0124_hailemeskel_2019_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0124_hailemeskel_2019_v01/s0124_hailemeskel_2019_v01_STAVE_imputed.xlsx
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delta 339
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diff --git a/analysis/data-geoff/s0125_hassen_2022_v01/s0125_hassen_2022_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0125_hassen_2022_v01/s0125_hassen_2022_v01_STAVE_imputed.xlsx
index 3655c4f94210ef0cf5b6b7636850283ed2cb91c3..1394fc967ebd7f0d959503c538a9f7f1880e331f 100644
GIT binary patch
delta 371
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delta 372
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diff --git a/analysis/data-geoff/s0126_tadele_2023_v01/s0126_tadele_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0126_tadele_2023_v01/s0126_tadele_2023_v01_STAVE_imputed.xlsx
index 1f484ad5a7012e625af98ce03fe993ed1aaa633c..d70810f024afd212beb0b620f4bc44ebe9158c34 100644
GIT binary patch
delta 371
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delta 372
zcmV-)0gL|GH`+I_{}q3Oiq<zJ0RR9{0ssIJ0001FZ(~q$Z*X%jV{dY0E_iKhos!FH
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diff --git a/analysis/data-geoff/s0127_holzschuh_2024_v01/s0127_holzschuh_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0127_holzschuh_2024_v01/s0127_holzschuh_2024_v01_STAVE_imputed.xlsx
index 819deb92aedfb79eb8d89469012c1a920a02317f..74250a5bd31bc64f63d4ae47cbb5b0bd4e963ccf 100644
GIT binary patch
delta 338
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delta 339
zcmV-Z0j&PuIN><3h86{biq<zJlZzG}f6HpaFc3xe{R*SKEz2Q&2-|_SWYs{SDJ|Uz
zY2t`l4<xlt{=TxEI0<Cc<>=lyb7xSw*r_)81?Q#F6(U)V642ZTshbMDub1gPN_=2i
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diff --git a/analysis/data-geoff/s0128_voumbo-matoumona_2018_v01/s0128_voumbo-matoumona_2018_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0128_voumbo-matoumona_2018_v01/s0128_voumbo-matoumona_2018_v01_STAVE_imputed.xlsx
index 88c0ffae4eb6ecc759df4c890bf091b98d2f3d0a..815363e04cec9984f34ede36901a84d540da7ef9 100644
GIT binary patch
delta 346
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delta 347
zcmV-h0i^zpJdZrEG#CYgiq<zJlQ|e3f6HpaFc3xe{R*SKEz2Q&2-|_SWYs{SDJ|Uz
zY2t`l4<xlt{=TxEI0<Cc<>=lyb7xSw*r_)81?Q#F6(U)V642ZTshbMDub1gPN_=2i
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diff --git a/analysis/data-geoff/s0129_woldearegai_2019_v01/s0129_woldearegai_2019_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0129_woldearegai_2019_v01/s0129_woldearegai_2019_v01_STAVE_imputed.xlsx
index 2d0f195d68c93cf582b691bb6bb341085ac9b495..384cbb21162895dd25919de3b848475346207782 100644
GIT binary patch
delta 346
zcmV-g0j2)`H2yTOq!a~SX2eV+lc^LQf6Z#cFc5_AeF~$yEi0y`2-|_S<kUc+DJ{JT
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delta 346
zcmV-g0j2)_H2*ZPq!a~%iq<zJlc^LQf6HpaFc3xe{R*SKEz2Q&2-|_SWYs{SDJ|Uz
zY2t`l4<xlt{=TxEI0<Cc<>=lyb7xSw*r_)81?Q#F6(U)V642ZTshbMDub1gPN_=2i
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diff --git a/analysis/data-geoff/s0130_nguyen_2019_v01/s0130_nguyen_2019_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0130_nguyen_2019_v01/s0130_nguyen_2019_v01_STAVE_imputed.xlsx
index d1bc4aebda1c144a2334914488eb40550a5bb7e1..6959f9734c1c64fe06d9b840c8540beee29ae9ad 100644
GIT binary patch
delta 357
zcmV-r0h<1}Hn%pgT@?;qX2eV+0RR9{0ssIJ0F%)g6MvnO&1%Ci5QOi23ZuI%E2gFh
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D5Xhvo

delta 364
zcmV-y0h9i>Hn=vhT@`<Wiq<zJ0RR9{0ssIJ0001FZ(~q$Z*X%jV{dY0E_iKhos!FH
z!!Qs<_x%c^y)DZjeF)ouwq(^np(!oh32EYpS`Q?(PX4~Koj3_()#d2kIdf-Fx!9>T
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diff --git a/analysis/data-geoff/s0131_adegbite_2019_v01/s0131_adegbite_2019_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0131_adegbite_2019_v01/s0131_adegbite_2019_v01_STAVE_imputed.xlsx
index f951cd288b90839dd84a7db0a432960b38a96948..dd8dc365f07c106892b245cf56d98a368ab56550 100644
GIT binary patch
delta 338
zcmV-Y0j>UoIfFT{sTKuZX2eV+ldcvXf6Z#cFc5_AeF~$yEi0y`2-|_S<kUc+DJ{JT
zX_JUrKS*jFzkL-uaT4&U$JNY!JG-b_9#otBg7ebo8j&nV321JF)VmtJZ&v98N_=2i
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delta 339
zcmV-Z0j&OmIfOZ|sTKu;iq<zJldcvXf6HpaFc3xe{R*SKEz2Q&2-|_SWYs{SDJ|Uz
zY2t`l4<xlt{=TxEI0<Cc<>=lyb7xSw*r_)81?Q#F6(U)V642ZTshbMDub1gPN_=2i
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lb6<Xf`VX`27ZL;ogNoKSC6fglQ~~dkS{x$=q!|DJ000O>oDu*4

diff --git a/analysis/data-geoff/s0132_ontoua_2021_v01/s0132_ontoua_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0132_ontoua_2021_v01/s0132_ontoua_2021_v01_STAVE_imputed.xlsx
index d2b9f46136b8b7c7ff4bbe3aaf271019d32ac250..559ed3c73b7dfdabb498788a2a92a82f97d623d9 100644
GIT binary patch
delta 338
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zu-0g(Q4bz1o4blz%8i3pXDqlN!6y-<J>|AW`w%R}*z-Lo=CkO~QQR7*Scs+De__k`
zH`@VT<avn|1SVKu_y|nxL_{Z~;1kmRxOM;tj-dqwI(SSnf-l|xPWjn}LAi1&8F~w|
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delta 339
zcmV-Z0j&O`HKaAL$rJ^Hiq<zJlg<<#f6HpaFc3xe{R*SKEz2Q&2-|_SWYs{SDJ|Uz
zY2t`l4<xlt{=TxEI0<Cc<>=lyb7xSw*r_)81?Q#F6(U)V642ZTshbMDub1gPN_=2i
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diff --git a/analysis/data-geoff/s0134_narh_2020_v01/s0134_narh_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0134_narh_2020_v01/s0134_narh_2020_v01_STAVE_imputed.xlsx
index f8c9a6967886804f3d7e666471a36f12765f98e3..12841f5244b3c4267a864df0a7e17f05b3bb3182 100644
GIT binary patch
delta 334
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delta 335
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diff --git a/analysis/data-geoff/s0135_aninagyei_2020_v01/s0135_aninagyei_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0135_aninagyei_2020_v01/s0135_aninagyei_2020_v01_STAVE_imputed.xlsx
index c385a8d00be6069ac5d7029e86ce9b567e3e9b05..8daab55c6d6ab30e8104cbbe3692c56da60c2493 100644
GIT binary patch
delta 334
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zP6A$aIl6bw+!<7@4zi1W!8)N;jj|*~5h$j)P;HIgx9j);Mb1;jX{Qy`XaI*+&0WO|
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delta 335
zcmV-V0kHn=Iqx~J6c+`d73pXtlNlE(f6F0#2-|_SWYs{SDJ|UzY2t`l4<xlt{=TxE
zI0<Cc<>=lyb7xSw*r_)81?Q#F6(U)V642ZTshbMDub1gPN_=2iu-0g(&>lQm)Hfx!
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diff --git a/analysis/data-geoff/s0136_myers-hansen_2020_v01/s0136_myers-hansen_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0136_myers-hansen_2020_v01/s0136_myers-hansen_2020_v01_STAVE_imputed.xlsx
index 2d65dd2384ea3bac9f0876706f32ab2c0d78fc71..cb07e115faaeb76d71dd3294fb36308ae934386c 100644
GIT binary patch
delta 326
zcmV-M0lEILJFh#i)fWXg$AqmUliC+5e?O=x!gio7Sv62-N=tV_nmD4?14*spzpr8^
zP6A$aIl6bw+!<7@4zi1W!8)N;jj|*~5h$j)P;HIgx9j);Mb1;jX{Qy`XaI*+&0WO|
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Y$AqmUlQJDt0UDEs9U}(M8UO$Q0J|xkW&i*H

delta 335
zcmV-V0kHnBJFq*j)fWZFw5f?DliC+5f6F0#2-|_SWYs{SDJ|UzY2t`l4<xlt{=TxE
zI0<Cc<>=lyb7xSw*r_)81?Q#F6(U)V642ZTshbMDub1gPN_=2iu-0g(&>lQm)Hfx!
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diff --git a/analysis/data-geoff/s0137_asare_2021_v01/s0137_asare_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0137_asare_2021_v01/s0137_asare_2021_v01_STAVE_imputed.xlsx
index fc2e13a828273cd26dfe11172a208ea729d23fa3..070c090e173412d63eaa8162c6ff163a43a7994f 100644
GIT binary patch
delta 326
zcmV-M0lEIQIkY*j+7<;k$AqmUliwC9e?O=x!gio7Sv62-N=tV_nmD4?14*spzpr8^
zP6A$aIl6bw+!<7@4zi1W!8)N;jj|*~5h$j)P;HIgx9j);Mb1;jX{Qy`XaI*+&0WO|
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zkHFZ>M07%OHY3fC?M47+7&?%kyu(?N;fvRUm2R<NRIZ#-_`$%U^(@ZrgA=o{@B5@L
zMr+8Q;m^&>+qh~h)bUgdP*ZV6m<8&!Z7O_Sgu`{z`As<SP5^%#g1+!}T4d@29)$p8
zihEW*il^u88Z~*EmvLIeS+UJZ7;;~dH2*q|yy?FH<!Q*jiD$r+`}Pwwf3qMM5(EV}
Y$AqmUlQ$ex0Uwi$93uwQ82|tP0L|T=i2wiq

delta 327
zcmV-N0l5COIkh>k+7<=Jw5f?DliwC9f6F0#2-|_SWYs{SDJ|UzY2t`l4<xlt{=TxE
zI0<Cc<>=lyb7xSw*r_)81?Q#F6(U)V642ZTshbMDub1gPN_=2iu-0g(&>lQm)Hfx!
zlp6=H&RB3kf=?nyd&+Hvwjo%GvFBS*%xBS|qqs3nu@FnwV9WS7YXBE{ev1_Ze<oO9
zxCf?oBBBFQ@Cj*uTsr^+$IyZT9Xuu(!6$D3r~K81K{<0O8TJ;gT94x7-g!A0yROT+
z*<g+N3I1HYybY_SQun9gfa+3k${ny^TwUVxA|9?~KCI%2Hxk6-KI&KA4vUO^Ad(n>
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diff --git a/analysis/data-geoff/s0139_dieng_2023_v01/s0139_dieng_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0139_dieng_2023_v01/s0139_dieng_2023_v01_STAVE_imputed.xlsx
index cbfd87d54aeaade7c769787a6ca76080de5cd883..aa09f77155171f0f954d2326874bb69e44c41b2c 100644
GIT binary patch
delta 334
zcmV-U0kQt+K<GfQjv56x$AqmUlam@Me?O=x!gio7Sv62-N=tV_nmD4?14*spzpr8^
zP6A$aIl6bw+!<7@4zi1W!8)N;jj|*~5h$j)P;HIgx9j);Mb1;jX{Qy`XaI*+&0WO|
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zihEW*il^u88Z~*EmvLIeS+UJZ9CBZhH2*q|yy?FH<!Q*jiD$r+`}Pwwe^5&U1d|&e
g8nf~n^aBMr$AqmUlj|Q;0n?K}AR`8d9RL6T0NkOXjsO4v

delta 348
zcmV-i0i*utK<PlRjv5Zfw5f?D0RR9{0ssIJ0FwbA6O*qR4u8ubeF)ouwq(^np(!oh
z32EYpS`Q?(PX4~Koj3_()#d2kIdf-Fx!9>T`32{t(G?<DjuOz^2&tP2y|0()JxY9F
zTCmn=sL&ofTGTfsx0D+Pug+L-L4r>rNPEg{g|;DBim~TgP|Ro1p`*AlPO%V6*I>)|
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zu3C@c<lcEX8N05_y4hfj`3e49y}S*prc(E(;(+Q>aLOI9U|e0|^CBLuWj?Ipi8m6&
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diff --git a/analysis/data-geoff/s0140_girgis_2023_v01/s0140_girgis_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0140_girgis_2023_v01/s0140_girgis_2023_v01_STAVE_imputed.xlsx
index c0b265eb37499405d6f03047f5f58bff8b304a25..f3a05330144ec690d923cc1ba80e1a54339ade2a 100644
GIT binary patch
delta 334
zcmV-U0kQu5J^VeeA{hlZ$AqmUlP4J}e?O=x!gio7Sv62-N=tV_nmD4?14*spzpr8^
zP6A$aIl6bw+!<7@4zi1W!8)N;jj|*~5h$j)P;HIgx9j);Mb1;jX{Qy`XaI*+&0WO|
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delta 335
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zI0<Cc<>=lyb7xSw*r_)81?Q#F6(U)V642ZTshbMDub1gPN_=2iu-0g(&>lQm)Hfx!
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diff --git a/analysis/data-geoff/s0141_beavogui_2020_v01/s0141_beavogui_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0141_beavogui_2020_v01/s0141_beavogui_2020_v01_STAVE_imputed.xlsx
index 8f6ea8a583e3df41c2d2deab8f1314f1ab0c6b7c..fe287e178df1e59c50f6101a4f22a8b1e5930e76 100644
GIT binary patch
delta 332
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zlZaYBNNSzDePzdX67Z?V)y#f7yQo|rWgGp1bwaBOWl4%6P)u{7_7!?>Ht_?BoTrM@
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delta 332
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diff --git a/analysis/data-geoff/s0142_beavogui_2021_v01/s0142_beavogui_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0142_beavogui_2021_v01/s0142_beavogui_2021_v01_STAVE_imputed.xlsx
index e0524a5452ae33fa70ec2f9f7bd3dd810d338572..f008b70db70eb356e22f482762d21034a6ea79b2 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s0143_moss_2023_v01/s0143_moss_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0143_moss_2023_v01/s0143_moss_2023_v01_STAVE_imputed.xlsx
index ebc729b90d980e6b8990c117b7104d7e86cd7e33..44d893243fe7e96241d263c5c9eb20f34e21bfb8 100644
GIT binary patch
delta 324
zcmV-K0lWUxIn+6@`4$8kSiAC*{T3g8&1%Ci5QOi23ZuI%JEo=x+kv*^)IgywExie8
zlZaYBNNSzDePzdX67Z?V)y#f7yQo|rWgGp1bwaBOWl4%6P)u{7_7!?>Ht_?BoTrM@
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delta 324
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diff --git a/analysis/data-geoff/s0146_zhou_2022_v01/s0146_zhou_2022_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0146_zhou_2022_v01/s0146_zhou_2022_v01_STAVE_imputed.xlsx
index f3b4ac8a643ce3fffdd4e64755b12ae5ad40f801..46a640b3a6002ccd9455a7204f722d52c4c3cf74 100644
GIT binary patch
delta 332
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delta 332
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diff --git a/analysis/data-geoff/s0147_jeang_2024_v01/s0147_jeang_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0147_jeang_2024_v01/s0147_jeang_2024_v01_STAVE_imputed.xlsx
index 9608df895c13502e69719b13909504bbde1fe864..2fa32cb23678586fc12788d9addc0466ba6e8eba 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s0148_martinez-perez_2018_v01/s0148_martinez-perez_2018_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0148_martinez-perez_2018_v01/s0148_martinez-perez_2018_v01_STAVE_imputed.xlsx
index 6301ad1cb864f8859cd305ec071689707521621d..6bef31c25aecad23496bd96d147f1cf44b732b2d 100644
GIT binary patch
delta 358
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delta 358
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diff --git a/analysis/data-geoff/s0151_diarra_2021_v01/s0151_diarra_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0151_diarra_2021_v01/s0151_diarra_2021_v01_STAVE_imputed.xlsx
index c30c9cd9880988a2fd26e4283095c80611520bd1..6fed9539313e761bc0331559745b54e02653bf99 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s0156_dokunmu_2019_v01/s0156_dokunmu_2019_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0156_dokunmu_2019_v01/s0156_dokunmu_2019_v01_STAVE_imputed.xlsx
index 8e809508815f9a6ee9385ff24219bb8b3d3e6695..9052e30e1c956dbf701a8815550648faa437840a 100644
GIT binary patch
delta 331
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delta 331
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diff --git a/analysis/data-geoff/s0157_ikegbunam_2019_v01/s0157_ikegbunam_2019_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0157_ikegbunam_2019_v01/s0157_ikegbunam_2019_v01_STAVE_imputed.xlsx
index 8063e3f3516d9af3a3252324822095e7e3c079fb..f588d99163a91894ca0ef14a78a73a2ac7132034 100644
GIT binary patch
delta 332
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delta 332
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diff --git a/analysis/data-geoff/s0160_chijioke-nwauche_2021_v01/s0160_chijioke-nwauche_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0160_chijioke-nwauche_2021_v01/s0160_chijioke-nwauche_2021_v01_STAVE_imputed.xlsx
index 5a92574c60538100c29caea4bb75a2550db39a06..82537c55cc607bcec498746778d032164071a118 100644
GIT binary patch
delta 332
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delta 332
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diff --git a/analysis/data-geoff/s0161_agomo_2021_v01/s0161_agomo_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0161_agomo_2021_v01/s0161_agomo_2021_v01_STAVE_imputed.xlsx
index 3ccb0c4b95f822ba7fb74c3201e21eeddb0092ed..b97a6180010413d0e91b765fff7754f245266df3 100644
GIT binary patch
delta 347
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delta 340
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diff --git a/analysis/data-geoff/s0164_chen_2021_v01/s0164_chen_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0164_chen_2021_v01/s0164_chen_2021_v01_STAVE_imputed.xlsx
index 6fe22fcc183e940f882192ce15ab92246d14ac25..5864b03ef217815f63b97e97c7fe57af44c9b0f6 100644
GIT binary patch
delta 371
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delta 372
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diff --git a/analysis/data-geoff/s0165_torrentino-madamet_2014_v01/s0165_torrentino-madamet_2014_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0165_torrentino-madamet_2014_v01/s0165_torrentino-madamet_2014_v01_STAVE_imputed.xlsx
index a6cd9ef15afd561f484ee7ccb4ea6f3855befde3..1819cbae0bbad840cc948ae205295ad48ddf3e60 100644
GIT binary patch
delta 339
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delta 340
zcmV-a0jvJdIMFz;bruCm@L7;1lX?~&f6H#dFc3xe{ffx@#BnHnSV@rDidB&+m5Qo6
z%N~N&_#xYE$luol2q3ZQa(wTcxifM(+p0GC1?Q#F6(U)V642ZTshbLYEa&M1N_=2i
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zn>B!oJio&V0uwASyaT3oB%%XS@DXW$Tsr^+$IyZT9Xuu(!6$D3r~K81K{<0O8F~v>
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diff --git a/analysis/data-geoff/s0167_madamet_2017_v01/s0167_madamet_2017_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0167_madamet_2017_v01/s0167_madamet_2017_v01_STAVE_imputed.xlsx
index fe13f7d95d374a7ad7517d5c0e4c07d2229845c3..8183b1135cd8c114d8c9ab2f86601511cfff2692 100644
GIT binary patch
delta 372
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znF{T_Hw0tH_8_TCf<pyyr>&$ul(xZ!vTxb|UZiP(C3woIr}zYn%|t{4lCueEer($V
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zVu0$BGr}xTuWd|S;_D(DuBFbe!-;nS_|q}yGjGEp=RV+32tdwpN98kre%Y*0y+{{D
zoaS+sZ?b|s6ePXho<`pEUx0EL@^9h@IOo3o1oa<KO9KRx4ICP?<QMb<1+{~8v?Y_>
S8&m<slQJA526`C)0001Gny4xO

delta 373
zcmV-*0gC?GINLa|e-?jA@L7;10RR9{0ssIJ0001FZ(~q$Z*X%jV{dY0E_iKhos!FL
z!Y~j;_x*~<`^0f5eOO75+KN??DwT?=JIfw|)%YRXZOGr(1PCCp>T-PVoVhb{Ioql>
z`32{t(G?<DjuOz^2&tP2eJtnc14?{gTCmn=s8A0c&FY(yTgrcpgEwa^xFEqN5u`ok
zwnCc_EXCOK4JhWb=+IGI8>d)^rE9Qd{F^m^i#)%>3IY=>FuVh%b|j($Qt%OJe_T5N
z1jo>V0v$Xi8NnxS0H^%bhCw-VDj9kUSFJ~JbZ@;Jja}De-DI%F`~-h4Uf+jRQ>k~S
z;(+Q>aLOI9U|daI;`1UNu4O(f;)&N1#8V&jD{qHI_I)6d7=Z5M9+lPP`DHmrb&(g-
zloTm>T#|b_%_+J4+Ks&EKLOQY$iIn4z&`ioC#e4bP)h>@lMEahv*Q=^0|iR(S&$}^
T+#6H@#*;A|BL;gJ00000JD;c2

diff --git a/analysis/data-geoff/s0171_delandre_2020_v01/s0171_delandre_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0171_delandre_2020_v01/s0171_delandre_2020_v01_STAVE_imputed.xlsx
index 2ff7409b3503bf8f3c8c4b9086e31a00d678eb15..29ed23e259a4887d78c4659b97b23e9d6cec75c1 100644
GIT binary patch
delta 347
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z(#8?Bevs5UdHX7k?Ihq+kE@yec6L#@Jjgcs1?z-X70QwnMWC4GLNyio*sS756gf{7
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zZ`uG}q-lXAc*?1#_ymm2L_`CUvk7T_Y}*4k!_a~R<sHtF3}3t+taP&ty>jK0!XFLH
zT1RnmADozsUDqXD-djWd41cX(-}_Z#p-!h_fa;Pn!Yoj)ZC&E)A{?%z&acCXcLMm+
zG3YaI!y@NC;86%b&T&WOGk<>BDXdVvNEbz%=5dy9vVuGmB)#9BM&9&afN~h}Z{i3z
t=f3>}^&e160|b-m8yd607xV)KwS#oDC6l@vQ~{!s4;&)~R~Y~R008F}pu_+G

delta 340
zcmV-a0jvJEIJh{lTowgN@L7;1lVKJff6H#dFc3xe{ffx@#BnHnSV@rDidB&+m5Qo6
z%N~N&_#xYE$luol2q3ZQa(wTcxifM(+p0GC1?Q#F6(U)V642ZTshbLYEa&M1N_=2i
zu-0g(P!Ar>>YI{V%8i3JXDqlN!6y-<J>|ASn-DC;*z*l2=CkO~QCu6RScs)-f3Riz
zn>B!oJio&V0uwASyaT3oB%%XS@DXW$Tsr^+$IyZT9Xuu(!6$D3r~K81K{<0O8F~v>
ztw(WmZ@nCiUDsvZWU$8k1b;4G--lIGsduO1fa+3k${ny^TwUVxA|9?~J}lyi*Am22
zAN4D5heh^%Ad(n>?&BVn)#UkQCOJoSkr&gH6e)RJl6yMMDY^aHjlAeT0o7s1zlle{
mKKJD(sQ&=7q8Abb1xoN)kS3G48&m<KlMWms23Q#Y0001~fSnis

diff --git a/analysis/data-geoff/s0172_ahouidi_2021_v01/s0172_ahouidi_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0172_ahouidi_2021_v01/s0172_ahouidi_2021_v01_STAVE_imputed.xlsx
index 583461c048ccfd9019df6e6eb84c5490597e9429..0d11d132a690198e29a0a176246f6ef3f1a51000 100644
GIT binary patch
delta 339
zcmV-Z0j&OlL4iTArWys8982pZldBpYf6Z#cFc5_AeF~$yEjuQr2-|_S<kUc+DJ{JT
zY2%1mKS*kwynPkNb`tO@$JNY!JG-b{9b_B*fptQw3S~)(B2Y|op_&SPY}fH4ikzp4
z(^e~}&=DM3)ej{zglP+JRvWNhfQtf1Il@eZ_TC$Uv15CX)Fr{8g1FOGQXfj&e_%t|
z4{ZQ1(zL)5Jmu6=d;-R1BBBAw*@QH|w(S9&VQ4{u@(yQ7hA&<ZR=U}SUb%8g;g1Gp
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z81$L9VUcqm@F)Zz=eVQtnLod5CD*84q>Ca>^Ek`5SwWTsNtfTJkvIJppd5zWO&kH|
l+_#^g{s*(|8xjNsmmEv$C6fdoQ~~UhSs)_@p&bAK008vLo2dW*

delta 340
zcmV-a0jvIjL4rZBrWyrG@L7;1ldBpYf6H#dFc3xe{ffx@#BnHnSV@rDidB&+m5Qo6
z%N~N&_#xYE$luol2q3ZQa(wTcxifM(+p0GC1?Q#F6(U)V642ZTshbLYEa&M1N_=2i
zu-0g(P!Ar>>YI{V%8i3JXDqlN!6y-<J>|ASn-DC;*z*l2=CkO~QCu6RScs)-f3Riz
zn>B!oJio&V0uwASyaT3oB%%XS@DXW$Tsr^+$IyZT9Xuu(!6$D3r~K81K{<0O8F~v>
ztw(WmZ@nCiUDsvZWU$8k1b;4G--lIGsduO1fa+3k${ny^TwUVxA|9?~J}lyi*Am22
zAN4D5heh^%Ad(n>?&BVn)#UkQCOJoSkr&gH6e)RJl6yMMDY^aHjlAeT0o7s1zlle{
mKKJD(sQ&=7>>CmU1xoN)kS3D@AXEYElUN`l2BIAR000019-Z9)

diff --git a/analysis/data-geoff/s0173_yade_2023_v01/s0173_yade_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0173_yade_2023_v01/s0173_yade_2023_v01_STAVE_imputed.xlsx
index 32c5fd58a067e7a56e7cb9fb99a37dbf5922099a..d8b4eef77146d5409f0c1e1475d184bea42a25f5 100644
GIT binary patch
delta 347
zcmV-h0i^!FIKDWrV-^LM982pZlV}zmf6Z#cFc5_AeF~$yEjuQr2-|_S<kUc+DJ{JT
zY2%1mKS*kwynPkNb`tO@$JNY!JG-b{9b_B*fptQw3S~)(B2Y|op_&SPY}fH4ikzp4
z(^e~}&=DM3)ej{zglP+JRvWNhfQtf1Il@eZ_TC$Uv15CX)Fr{8g1FOGQXfj&e_%t|
z4{ZQ1(zL)5Jmu6=d;-R1BBBAw*@QH|w(S9&VQ4{u@(yQ7hA&<ZR=U}SUb%8g;g1Gp
zt)n=(4^B+RuIrL6@2w$!hQBti@BON=P^VKdKy}F(VHT*@wl48?5f0Z<=QrWRI|2OZ
z81$L9VUcqm@F)Zz=eVQtnLod5Dc7i8q>Ca>^Ek`5SwWTsNtfTJkvIJppd5zWO&kH|
t+_#^g{s&M?0|b-t8yd677xV)KmmEv$C6mD$Q~{}z791l6UKs!Y00785o`C=W

delta 348
zcmV-i0i*uDIKMcsV-^KU@L7;1lV}zmf6H#dFc3xe{ffx@#BnHnSV@rDidB&+m5Qo6
z%N~N&_#xYE$luol2q3ZQa(wTcxifM(+p0GC1?Q#F6(U)V642ZTshbLYEa&M1N_=2i
zu-0g(P!Ar>>YI{V%8i3JXDqlN!6y-<J>|ASn-DC;*z*l2=CkO~QCu6RScs)-f3Riz
zn>B!oJio&V0uwASyaT3oB%%XS@DXW$Tsr^+$IyZT9Xuu(!6$D3r~K81K{<0O8F~v>
ztw(WmZ@nCiUDsvZWU$8k1b;4G--lIGsduO1fa+3k${ny^TwUVxA|9?~J}lyi*Am22
zAN4D5heh^%Ad(n>?&BVn)#UkQDmh1Wkr&gH6e)RJl6yMMDY^aHjlAeT0o7s1zlle{
uKKJD(sQ&;^O9KRx@EaPl#~1Vi1xoN)kS3GB8&m<RlNB5z245Kf0002w5TLXG

diff --git a/analysis/data-geoff/s0174_wotodjo_2023_v01/s0174_wotodjo_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0174_wotodjo_2023_v01/s0174_wotodjo_2023_v01_STAVE_imputed.xlsx
index 6008ed0ac43341ce0673c48727c08d0bb3439e44..3a55335d6ec9f599fe76e4d589ef6d6c8c95e0e0 100644
GIT binary patch
delta 339
zcmV-Z0j&O@JD)qS#1{pZ982pZlgSqzf6Z#cFc5_AeF~$yEjuQr2-|_S<kUc+DJ{JT
zY2%1mKS*kwynPkNb`tO@$JNY!JG-b{9b_B*fptQw3S~)(B2Y|op_&SPY}fH4ikzp4
z(^e~}&=DM3)ej{zglP+JRvWNhfQtf1Il@eZ_TC$Uv15CX)Fr{8g1FOGQXfj&e_%t|
z4{ZQ1(zL)5Jmu6=d;-R1BBBAw*@QH|w(S9&VQ4{u@(yQ7hA&<ZR=U}SUb%8g;g1Gp
zt)n=(4^B+RuIrL6@2w$!hQBti@BON=P^VKdKy}F(VHT*@wl48?5f0Z<=QrWRI|2OZ
z81$L9VUcqm@F)Zz=eVQtnLod5CD*84q>Ca>^Ek`5SwWTsNtfTJkvIJppd5zWO&kH|
l+_#^g{s*%Q84?5qmmEv$C6gi@Q~?T;cO4@JzZw7l003H(nwkIr

delta 348
zcmV-i0i*t(JD@wT#1{oh@L7;1lgSqzf6H#dFc3xe{ffx@#BnHnSV@rDidB&+m5Qo6
z%N~N&_#xYE$luol2q3ZQa(wTcxifM(+p0GC1?Q#F6(U)V642ZTshbLYEa&M1N_=2i
zu-0g(P!Ar>>YI{V%8i3JXDqlN!6y-<J>|ASn-DC;*z*l2=CkO~QCu6RScs)-f3Riz
zn>B!oJio&V0uwASyaT3oB%%XS@DXW$Tsr^+$IyZT9Xuu(!6$D3r~K81K{<0O8F~v>
ztw(WmZ@nCiUDsvZWU$8k1b;4G--lIGsduO1fa+3k${ny^TwUVxA|9?~J}lyi*Am22
zAN4D5heh^%Ad(n>?&BVn)#UkQDmh1Wkr&gH6e)RJl6yMMDY^aHjlAeT0o7s1zlle{
uKKJD(sQ&;^O9KRxQ5_nyC>itv1xoN)kS3EM9aI4elXe{=2EZBs0001No1cyV

diff --git a/analysis/data-geoff/s0175_leski_2022_v01/s0175_leski_2022_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0175_leski_2022_v01/s0175_leski_2022_v01_STAVE_imputed.xlsx
index ece4b18409daf18269c821ba106858ca9aee215b..419d5efa82b2847a7f29e9b995800c3ce60e6c72 100644
GIT binary patch
delta 347
zcmV-h0i^z@Ij1?W%oYWg982pZlhGC)f6Z#cFc5_AeF~$yEjuQr2-|_S<kUc+DJ{JT
zY2%1mKS*kwynPkNb`tO@$JNY!JG-b{9b_B*fptQw3S~)(B2Y|op_&SPY}fH4ikzp4
z(^e~}&=DM3)ej{zglP+JRvWNhfQtf1Il@eZ_TC$Uv15CX)Fr{8g1FOGQXfj&e_%t|
z4{ZQ1(zL)5Jmu6=d;-R1BBBAw*@QH|w(S9&VQ4{u@(yQ7hA&<ZR=U}SUb%8g;g1Gp
zt)n=(4^B+RuIrL6@2w$!hQBti@BON=P^VKdKy}F(VHT*@wl48?5f0Z<=QrWRI|2OZ
z81$L9VUcqm@F)Zz=eVQtnLod5Dc7i8q>Ca>^Ek`5SwWTsNtfTJkvIJppd5zWO&kH|
t+_#^g{s&M?0|b*=92&DR81w@LmmEv$C6g)~Q~?r`e;gwQ#~A<s004E#ouB{!

delta 340
zcmV-a0jvI}IjA|X%oYVo@L7;1lhGC)f6H#dFc3xe{ffx@#BnHnSV@rDidB&+m5Qo6
z%N~N&_#xYE$luol2q3ZQa(wTcxifM(+p0GC1?Q#F6(U)V642ZTshbLYEa&M1N_=2i
zu-0g(P!Ar>>YI{V%8i3JXDqlN!6y-<J>|ASn-DC;*z*l2=CkO~QCu6RScs)-f3Riz
zn>B!oJio&V0uwASyaT3oB%%XS@DXW$Tsr^+$IyZT9Xuu(!6$D3r~K81K{<0O8F~v>
ztw(WmZ@nCiUDsvZWU$8k1b;4G--lIGsduO1fa+3k${ny^TwUVxA|9?~J}lyi*Am22
zAN4D5heh^%Ad(n>?&BVn)#UkQCOJoSkr&gH6e)RJl6yMMDY^aHjlAeT0o7s1zlle{
mKKJD(sQ&=75*QK$1xoN)kS3EU98>`llYSf{2FMuz0001sJe>>x

diff --git a/analysis/data-geoff/s0176_jalei_2023_v01/s0176_jalei_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0176_jalei_2023_v01/s0176_jalei_2023_v01_STAVE_imputed.xlsx
index 7947fcdfb9344466b842cda77a0b4f99e6a273cc..2eba58e1c3398cf8c53b9fc5f56c25b5176ba82b 100644
GIT binary patch
delta 347
zcmV-h0i^!TJ<L6@@fZb{982pZllB-Mf6Z#cFc5_AeF~$yEjuQr2-|_S<kUc+DJ{JT
zY2%1mKS*kwynPkNb`tO@$JNY!JG-b{9b_B*fptQw3S~)(B2Y|op_&SPY}fH4ikzp4
z(^e~}&=DM3)ej{zglP+JRvWNhfQtf1Il@eZ_TC$Uv15CX)Fr{8g1FOGQXfj&e_%t|
z4{ZQ1(zL)5Jmu6=d;-R1BBBAw*@QH|w(S9&VQ4{u@(yQ7hA&<ZR=U}SUb%8g;g1Gp
zt)n=(4^B+RuIrL6@2w$!hQBti@BON=P^VKdKy}F(VHT*@wl48?5f0Z<=QrWRI|2OZ
z81$L9VUcqm@F)Zz=eVQtnLod5Dc7i8q>Ca>^Ek`5SwWTsNtfTJkvIJppd5zWO&kH|
t+_#^g{s&M?0|b+Q9vZV&8uSANmmEv$C6iAcQ~@`Wq#h#%>>B_8003IupC|wT

delta 348
zcmV-i0i*uRJ<UC^@fZb4@L7;1llB-Mf6H#dFc3xe{ffx@#BnHnSV@rDidB&+m5Qo6
z%N~N&_#xYE$luol2q3ZQa(wTcxifM(+p0GC1?Q#F6(U)V642ZTshbLYEa&M1N_=2i
zu-0g(P!Ar>>YI{V%8i3JXDqlN!6y-<J>|ASn-DC;*z*l2=CkO~QCu6RScs)-f3Riz
zn>B!oJio&V0uwASyaT3oB%%XS@DXW$Tsr^+$IyZT9Xuu(!6$D3r~K81K{<0O8F~v>
ztw(WmZ@nCiUDsvZWU$8k1b;4G--lIGsduO1fa+3k${ny^TwUVxA|9?~J}lyi*Am22
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diff --git a/analysis/data-geoff/s0177_hussien_2020_v01/s0177_hussien_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0177_hussien_2020_v01/s0177_hussien_2020_v01_STAVE_imputed.xlsx
index 13628c127cc5c61383f364ea3c6df01cae02ec5b..c2b05e584a8951aed6708c50ecbde6f9980399e4 100644
GIT binary patch
delta 347
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delta 348
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diff --git a/analysis/data-geoff/s0178_mohamed_2020_v01/s0178_mohamed_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0178_mohamed_2020_v01/s0178_mohamed_2020_v01_STAVE_imputed.xlsx
index 8daf98f9dd44ef91255d1ed22ec0ded02e083c9d..386ae54119f63d55b4c31a79a0303a731078aca3 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s0179_tukwasibwe_2017_v01/s0179_tukwasibwe_2017_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0179_tukwasibwe_2017_v01/s0179_tukwasibwe_2017_v01_STAVE_imputed.xlsx
index 3f0e41d766f610c2f9f08af37e2d83614ae40f2c..d512efd55102f720c23a8e6c9224dab2aa6be1c6 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s0180_cuu_2020_v01/s0180_cuu_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0180_cuu_2020_v01/s0180_cuu_2020_v01_STAVE_imputed.xlsx
index d3dff70643741416a9065c18f24455087b7997b1..1f21a1b977415cdeb461cab89372893619c9e8fe 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s0181_nayebare_2020_v01/s0181_nayebare_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0181_nayebare_2020_v01/s0181_nayebare_2020_v01_STAVE_imputed.xlsx
index 9527ca8d82d4b544364df870b1d2f73e9248ca94..ec91059b2bf4829d43f7de9cb643494987e720ba 100644
GIT binary patch
delta 324
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delta 324
zcmV-K0lWUeHNiEo<`e{IZ)VSv>J%S;%WA_g5JmU>3ZuO(%fWpJ+kv)Z)j**sE!_!e
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diff --git a/analysis/data-geoff/s0183_ippolito_2020_v01/s0183_ippolito_2020_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0183_ippolito_2020_v01/s0183_ippolito_2020_v01_STAVE_imputed.xlsx
index 746694453f61f68302d9372e0eec971eb710c4a6..dcbd084f237a8f65b9602c77cc2d4964083914a7 100644
GIT binary patch
delta 332
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delta 332
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diff --git a/analysis/data-geoff/s0184_mulenga_2021_v01/s0184_mulenga_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0184_mulenga_2021_v01/s0184_mulenga_2021_v01_STAVE_imputed.xlsx
index 0c0c567abc8c63715072896a071b612eee49df3b..7a9bf0e7d5ac10b9114265d4837360092218e662 100644
GIT binary patch
delta 323
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delta 323
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diff --git a/analysis/data-geoff/s0186_holzschuh_2023_v01/s0186_holzschuh_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0186_holzschuh_2023_v01/s0186_holzschuh_2023_v01_STAVE_imputed.xlsx
index 7e8b4c0086e01d71aee588210fcc399f67ff7217..825ad92c5acfcfa1551560dbc37303404097a06e 100644
GIT binary patch
delta 323
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delta 323
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diff --git a/analysis/data-geoff/s0189_kagoro_2022_v01/s0189_kagoro_2022_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0189_kagoro_2022_v01/s0189_kagoro_2022_v01_STAVE_imputed.xlsx
index ae5ba55dbaf9372c5950015c9abae36072e69287..de3b7474039b59284ea9012abf30a9f9dd71501b 100644
GIT binary patch
delta 323
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delta 323
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diff --git a/analysis/data-geoff/s0192_coonahan_2023_v01/s0192_coonahan_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0192_coonahan_2023_v01/s0192_coonahan_2023_v01_STAVE_imputed.xlsx
index daf3d17fcc271afd40b1f6069782a75b416f9f9c..6e63e280a02c4aa31471a97390c134202a6f4f93 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s0193_awor_2024_v01/s0193_awor_2024_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0193_awor_2024_v01/s0193_awor_2024_v01_STAVE_imputed.xlsx
index df0854387cddeec8acbb5d7b7596bce2f7063f31..fda985ba29a4d05ac4ae575ada3ddea89fff752c 100644
GIT binary patch
delta 358
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delta 358
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diff --git a/analysis/data-geoff/s0194_kassaza_2021_v01/s0194_kassaza_2021_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0194_kassaza_2021_v01/s0194_kassaza_2021_v01_STAVE_imputed.xlsx
index 615df0105c0405d88330c5e6a18062a0c75ad5cf..48ae122b371c441d71ccf80709e1b686662effee 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s0203_mawili-mboumba_2014_v01/s0203_mawili-mboumba_2014_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0203_mawili-mboumba_2014_v01/s0203_mawili-mboumba_2014_v01_STAVE_imputed.xlsx
index 98e9b2f48ecd3707a13faa9da4e82c1225dc45f2..33ab347572dc817f46918920fa64edfbb513bef2 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s0204_nibaptn_2023_v01/s0204_nibaptn_2023_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s0204_nibaptn_2023_v01/s0204_nibaptn_2023_v01_STAVE_imputed.xlsx
index bcfb92e0a4424478ff981b07822de461fb2a967a..043ccbccf6f3cf4850188d51184758348494ac6a 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s210_kojomfoko_2025_v01/s210_kojomfoko_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s210_kojomfoko_2025_v01/s210_kojomfoko_2025_v01_STAVE_imputed.xlsx
index 8f3693cb87613830163ea7cfd2a63604718e4580..f2aaf1707e84e425a8ad51f14a6b406e16720f0c 100644
GIT binary patch
delta 332
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delta 332
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diff --git a/analysis/data-geoff/s211_schallenberg_2025_v01/s211_schallenberg_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s211_schallenberg_2025_v01/s211_schallenberg_2025_v01_STAVE_imputed.xlsx
index 0ac751f4ea9075e8b30fd637344161f35bf79762..caac6f52799ca67db6dcd3eac9e048b7ef1fd990 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s215_wade_2025_v01/s215_wade_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s215_wade_2025_v01/s215_wade_2025_v01_STAVE_imputed.xlsx
index 72cedccecc434ec73d984ec5074d5fa1d1c71877..034f619a54fe8cd2c92a7790435d4f8925e404ac 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s216_milongmelong_2025_v01/s216_milongmelong_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s216_milongmelong_2025_v01/s216_milongmelong_2025_v01_STAVE_imputed.xlsx
index a628867e99cb7d4a0d0796bccb62ac20a9bb4557..49a2134e6b030e7b693b14682d9aca7c58e2ff3e 100644
GIT binary patch
delta 332
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delta 332
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diff --git a/analysis/data-geoff/s223_kimani_2025_v01/s223_kimani_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s223_kimani_2025_v01/s223_kimani_2025_v01_STAVE_imputed.xlsx
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diff --git a/analysis/data-geoff/s224_nyamngee_2025_v01/s224_nyamngee_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s224_nyamngee_2025_v01/s224_nyamngee_2025_v01_STAVE_imputed.xlsx
index 72135ea0d64aee5368a3785c8485c65e4aed2d8d..75edae7bde77f6d6a5b7477f3655c526ba639541 100644
GIT binary patch
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delta 332
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diff --git a/analysis/data-geoff/s225_olupot-olupot_2025_v01/s225_olupot-olupot_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s225_olupot-olupot_2025_v01/s225_olupot-olupot_2025_v01_STAVE_imputed.xlsx
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delta 324
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diff --git a/analysis/data-geoff/s227_assey_2025_v01/s227_assey_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s227_assey_2025_v01/s227_assey_2025_v01_STAVE_imputed.xlsx
index 5105a8a85377ca36ec6736a875c1a37cf300beb0..551b397f008c748d44bfd886b30dc78c9dcf7165 100644
GIT binary patch
delta 324
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delta 324
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diff --git a/analysis/data-geoff/s228_vanloon_2025_v01/s228_vanloon_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s228_vanloon_2025_v01/s228_vanloon_2025_v01_STAVE_imputed.xlsx
index af0f4a5868ca0dc492246d60998aac9dcbc1a059..c95b83f127c9434c27164a1c46ab1ddf013ae1fb 100644
GIT binary patch
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delta 324
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diff --git a/analysis/data-geoff/s229_adika_2025_v01/s229_adika_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s229_adika_2025_v01/s229_adika_2025_v01_STAVE_imputed.xlsx
index 4e9e7f2e5b7ae3fd8731b824b9c37c1cd49fb758..16a5ceb6ede7b96f5f30b289f70c5b6c6b8e15bd 100644
GIT binary patch
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delta 324
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diff --git a/analysis/data-geoff/s230_mihreteab_2025_v01/s230_mihreteab_2025_v01_STAVE_imputed.xlsx b/analysis/data-geoff/s230_mihreteab_2025_v01/s230_mihreteab_2025_v01_STAVE_imputed.xlsx
index 4a8abd8d0a10c11ab6c1ef4b9e5cfd370200e50d..fea7b4a3bdf1ce0cef0524660185dc4e3dbadcaa 100644
GIT binary patch
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delta 332
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diff --git a/analysis/data-geoff/s231_ali_2022_v01/s231_ali_2022_v01.xlsx b/analysis/data-geoff/s231_ali_2022_v01/s231_ali_2022_v01.xlsx
new file mode 100644
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diff --git a/analysis/data-out/stave_data_2026.03.08.rds b/analysis/data-out/stave_data_2026.03.13.rds
similarity index 96%
rename from analysis/data-out/stave_data_2026.03.08.rds
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diff --git a/analysis/plots/sample_collection.pdf b/analysis/plots/sample_collection.pdf
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