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DATA_DICTIONARY.md

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+# Data Dictionary - Global Findex Database 2025
+
+## Overview
+
+- **Rows**: 8,564
+- **Columns**: 437
+- **Years**: 2011, 2014, 2017, 2021, 2022, 2024
+- **Countries**: 174
+
+## Metadata Columns
+
+| Column | Type | Description |
+|--------|------|-------------|
+| `country` | string | Country name |
+| `country_code` | string | ISO 3-letter country code |
+| `year` | int | Survey year (2011, 2014, 2017, 2021, 2022, 2024) |
+| `pop_adult` | int | Adult population |
+| `region` | string | World Bank region |
+| `income_group` | string | World Bank income classification |
+| `group` | string | Demographic grouping variable (all, gender, income, age_cat, etc.) |
+| `group2` | string | Demographic subgroup (all, men, women, rural, urban, etc.) |
+
+## Indicator Columns
+
+All indicator values are proportions (0-1) representing the share of adults meeting each criterion.
+
+| Column | Non-Null | Null % | Min | Max | Mean |
+|--------|----------|--------|-----|-----|------|
+| `account_t_d` | 8,474 | 1.05% | 0.004 | 1.000 | 0.609 |
+| `fiaccount_t_d` | 8,382 | 2.13% | 0.004 | 1.000 | 0.578 |
+| `mobileaccount_t_d` | 2,514 | 70.64% | 0.000 | 0.939 | 0.283 |
+| `borrow_any_t_d` | 6,412 | 25.13% | 0.067 | 0.961 | 0.505 |
+| `fin4_d` | 1,123 | 86.89% | 0.018 | 0.856 | 0.345 |
+| `dig_acc` | 1,375 | 83.94% | 0.028 | 0.985 | 0.463 |
+| `fin11_2a` | 620 | 92.76% | 0.000 | 0.650 | 0.230 |
+| `fin11a` | 440 | 94.86% | 0.000 | 0.438 | 0.178 |
+| `fin11b` | 512 | 94.02% | 0.000 | 0.553 | 0.209 |
+| `fin11c` | 356 | 95.84% | 0.000 | 0.390 | 0.152 |
+| `fin11f` | 380 | 95.56% | 0.000 | 0.633 | 0.165 |
+| `fin11d` | 608 | 92.9% | 0.000 | 0.747 | 0.275 |
+| `fin11e` | 740 | 91.36% | 0.000 | 0.546 | 0.176 |
+| `fin14a` | 277 | 96.77% | 0.014 | 0.507 | 0.200 |
+| `fin14b` | 265 | 96.91% | 0.024 | 0.480 | 0.195 |
+| `fin14c` | 336 | 96.08% | 0.032 | 0.573 | 0.198 |
+| `fin14d` | 454 | 94.7% | 0.034 | 0.746 | 0.314 |
+| `fin13_1a` | 322 | 96.24% | 0.000 | 0.403 | 0.208 |
+| `fin13_1b` | 239 | 97.21% | 0.004 | 0.311 | 0.146 |
+| `fin26a` | 3,170 | 62.98% | 0.000 | 0.960 | 0.324 |
+| `fin26b` | 1,959 | 77.13% | 0.000 | 0.954 | 0.333 |
+| `fin27a` | 1,223 | 85.72% | 0.000 | 0.923 | 0.235 |
+| `fin27b` | 659 | 92.3% | 0.000 | 0.518 | 0.123 |
+| `fin17f` | 442 | 94.84% | 0.000 | 0.516 | 0.145 |
+| `fin17a_17a1_d` | 6,192 | 27.7% | 0.000 | 0.876 | 0.280 |
+| `fin17a` | 5,712 | 33.3% | 0.000 | 0.876 | 0.271 |
+| `fin17b` | 1,002 | 88.3% | 0.000 | 0.693 | 0.206 |
+| `fin17c` | 2,932 | 65.76% | 0.000 | 0.574 | 0.188 |
+| `fin22d` | 4,038 | 52.85% | 0.000 | 0.685 | 0.186 |
+| `fin22e` | 1,673 | 80.46% | 0.005 | 0.358 | 0.128 |
+| `fin22a_22a1_22g_d` | 4,956 | 42.13% | 0.000 | 0.944 | 0.249 |
+| `fin22a` | 4,603 | 46.25% | 0.000 | 0.944 | 0.253 |
+| `fin22a_1` | 344 | 95.98% | 0.000 | 0.404 | 0.105 |
+| `fin22b` | 6,044 | 29.43% | 0.000 | 0.753 | 0.283 |
+| `fin22c` | 958 | 88.81% | 0.000 | 0.381 | 0.102 |
+| `fin24sav` | 2,419 | 71.75% | 0.000 | 0.769 | 0.221 |
+| `fin24fam` | 2,996 | 65.02% | 0.000 | 0.847 | 0.364 |
+| `fin24work` | 2,493 | 70.89% | 0.000 | 0.601 | 0.179 |
+| `fin24bor` | 856 | 90.0% | 0.005 | 0.328 | 0.115 |
+| `fin24sell` | 1,130 | 86.81% | 0.000 | 0.343 | 0.140 |
+| `fin24other` | 257 | 97.0% | 0.000 | 0.100 | 0.024 |
+| `fin24avd` | 2,908 | 66.04% | 0.027 | 0.781 | 0.332 |
+| `fin24asd` | 3,036 | 64.55% | 0.053 | 0.615 | 0.316 |
+| `fin24and` | 2,695 | 68.53% | 0.011 | 0.900 | 0.260 |
+| `fin24asd_nd` | 3,036 | 64.55% | 0.096 | 0.976 | 0.555 |
+| `fin24ap` | 6,454 | 24.64% | 0.000 | 1.000 | 0.704 |
+| `fin24an` | 5,090 | 40.57% | 0.000 | 0.918 | 0.351 |
+| `fin24sav_sd_nd` | 1,857 | 78.32% | 0.000 | 0.753 | 0.217 |
+| `fin24fam_sd_nd` | 2,795 | 67.36% | 0.024 | 0.754 | 0.208 |
+| `fin24work_sd_nd` | 1,709 | 80.04% | 0.000 | 0.496 | 0.141 |
+| `fin24bor_sd_nd` | 373 | 95.64% | 0.000 | 0.268 | 0.066 |
+| `fin24sell_sd_nd` | 399 | 95.34% | 0.001 | 0.201 | 0.067 |
+| `fin24other_sd_nd` | 257 | 97.0% | 0.000 | 0.066 | 0.013 |
+| `fin24sav_vd` | 313 | 96.35% | 0.001 | 0.172 | 0.044 |
+| `fin24fam_vd` | 2,326 | 72.84% | 0.010 | 0.470 | 0.185 |
+| `fin24work_vd` | 565 | 93.4% | 0.000 | 0.259 | 0.098 |
+| `fin24bor_vd` | 311 | 96.37% | 0.002 | 0.173 | 0.047 |
+| `fin24sell_vd` | 585 | 93.17% | 0.000 | 0.247 | 0.088 |
+| `fin24other_vd` | 257 | 97.0% | 0.000 | 0.070 | 0.011 |
+| `fh1` | 2,378 | 72.23% | 0.018 | 0.712 | 0.244 |
+| `fin28` | 1,478 | 82.74% | 0.000 | 0.619 | 0.197 |
+| `fh2` | 2,506 | 70.74% | 0.041 | 0.761 | 0.286 |
+| `fin29` | 1,642 | 80.83% | 0.000 | 0.660 | 0.214 |
+| `fin31a_31b` | 3,940 | 53.99% | 0.000 | 0.894 | 0.310 |
+| `fin30` | 6,220 | 27.37% | 0.027 | 0.946 | 0.507 |
+| `fin31a` | 3,386 | 60.46% | 0.000 | 0.894 | 0.311 |
+| `fin31b` | 2,538 | 70.36% | 0.000 | 0.662 | 0.178 |
+| `fin31d` | 4,941 | 42.3% | 0.000 | 0.920 | 0.323 |
+| `fin32_33_34a` | 1,669 | 80.51% | 0.000 | 0.436 | 0.113 |
+| `fin32_33_34b` | 569 | 93.36% | 0.000 | 0.148 | 0.009 |
+| `fin32_33_34c` | 577 | 93.26% | 0.000 | 0.249 | 0.014 |
+| `fin32_33_34d` | 597 | 93.03% | 0.000 | 0.381 | 0.016 |
+| `fin32_33_acc` | 1,801 | 78.97% | 0.000 | 0.436 | 0.116 |
+| `fin32_33` | 2,169 | 74.67% | 0.000 | 0.442 | 0.123 |
+| `fin32_n33_34a` | 3,114 | 63.64% | 0.000 | 0.781 | 0.230 |
+| `fin32_n33_34b` | 795 | 90.72% | 0.000 | 0.385 | 0.058 |
+| `fin32_n33_34c` | 2,441 | 71.5% | 0.000 | 0.503 | 0.131 |
+| `fin32_n33_34d` | 697 | 91.86% | 0.000 | 0.414 | 0.038 |
+| `fin32_n33_acc` | 3,536 | 58.71% | 0.000 | 0.800 | 0.229 |
+| `fin32_n33` | 5,796 | 32.32% | 0.000 | 0.853 | 0.257 |
+| `fin32` | 6,188 | 27.74% | 0.000 | 0.961 | 0.323 |
+| `fin32_acc` | 4,398 | 48.65% | 0.000 | 0.949 | 0.277 |
+| `fin34a` | 3,946 | 53.92% | 0.000 | 0.944 | 0.276 |
+| `fin34b` | 1,024 | 88.04% | 0.000 | 0.489 | 0.081 |
+| `fin34c` | 2,999 | 64.98% | 0.000 | 0.543 | 0.140 |
+| `fin34d` | 807 | 90.58% | 0.000 | 0.621 | 0.067 |
+| `fin37_38_39a` | 2,353 | 72.52% | 0.000 | 0.860 | 0.228 |
+| `fin37_38_39b` | 471 | 94.5% | 0.000 | 0.507 | 0.047 |
+| `fin37_38_39c` | 713 | 91.67% | 0.000 | 0.404 | 0.082 |
+| `fin37_38_39d` | 415 | 95.15% | 0.000 | 0.220 | 0.015 |
+| `fin37_38_39_acc` | 2,602 | 69.62% | 0.000 | 0.885 | 0.235 |
+| `fin37_38` | 3,534 | 58.73% | 0.000 | 0.894 | 0.272 |
+| `fin37_39a` | 2,299 | 73.16% | 0.000 | 0.853 | 0.187 |
+| `fin37_39b` | 599 | 93.01% | 0.000 | 0.504 | 0.029 |
+| `fin37_39c` | 769 | 91.02% | 0.000 | 0.389 | 0.054 |
+| `fin37_39d` | 617 | 92.8% | 0.000 | 0.382 | 0.029 |
+| `fin37_39_acc` | 2,609 | 69.54% | 0.000 | 0.872 | 0.193 |
+| `fin37` | 3,864 | 54.88% | 0.000 | 0.885 | 0.212 |
+| `fin38_39a` | 1,591 | 81.42% | 0.000 | 0.625 | 0.137 |
+| `fin38_39b` | 405 | 95.27% | 0.000 | 0.091 | 0.006 |
+| `fin38_39c` | 569 | 93.36% | 0.000 | 0.374 | 0.048 |
+| `fin38_39d` | 405 | 95.27% | 0.000 | 0.042 | 0.004 |
+| `fin38_39_acc` | 1,643 | 80.82% | 0.000 | 0.625 | 0.143 |
+| `fin38` | 1,973 | 76.96% | 0.000 | 0.801 | 0.178 |
+| `fin2_t_d` | 7,180 | 16.16% | 0.003 | 1.000 | 0.487 |
+| `fin42` | 3,508 | 59.04% | 0.000 | 0.779 | 0.218 |
+| `fin42_acc` | 717 | 91.63% | 0.000 | 0.247 | 0.049 |
+| `fin43a` | 557 | 93.5% | 0.000 | 0.098 | 0.015 |
+| `fin43b` | 491 | 94.27% | 0.000 | 0.208 | 0.034 |
+| `fin43c` | 2,789 | 67.43% | 0.000 | 0.723 | 0.197 |
+| `fin43d` | 405 | 95.27% | 0.000 | 0.012 | 0.001 |
+| `fin45a` | 838 | 90.21% | 0.000 | 0.360 | 0.149 |
+| `fin45c` | 1,327 | 84.5% | 0.000 | 0.556 | 0.274 |
+| `fin45d` | 1,399 | 83.66% | 0.075 | 0.699 | 0.315 |
+| `fin45e` | 933 | 89.11% | 0.026 | 0.673 | 0.187 |
+| `fin45b` | 395 | 95.39% | 0.012 | 0.300 | 0.132 |
+| `fin25e2` | 1,710 | 80.03% | 0.000 | 0.973 | 0.317 |
+| `fin9b` | 985 | 88.5% | 0.017 | 0.858 | 0.303 |
+| `fin10` | 4,211 | 50.83% | 0.000 | 0.927 | 0.264 |
+| `fin22g` | 2,867 | 66.52% | 0.000 | 0.910 | 0.244 |
+| `fin22h` | 1,027 | 88.01% | 0.000 | 0.773 | 0.215 |
+| `inactive_t_d` | 869 | 89.85% | 0.000 | 0.409 | 0.078 |
+| `fing2p_acc` | 3,114 | 63.64% | 0.000 | 0.904 | 0.268 |
+| `fing2p_card` | 747 | 91.28% | 0.000 | 0.429 | 0.059 |
+| `fing2p_cash` | 769 | 91.02% | 0.000 | 0.427 | 0.090 |
+| `fing2p_fin` | 3,618 | 57.75% | 0.000 | 0.885 | 0.254 |
+| `fing2p_mob` | 702 | 91.8% | 0.000 | 0.535 | 0.052 |
+| `fing2p` | 4,020 | 53.06% | 0.000 | 0.917 | 0.304 |
+| `g20_made` | 5,780 | 32.51% | 0.007 | 1.000 | 0.469 |
+| `g20_received` | 5,778 | 32.53% | 0.005 | 0.988 | 0.401 |
+| `g20_any` | 6,152 | 28.16% | 0.013 | 1.000 | 0.532 |
+| `merchant_pay` | 1,754 | 79.52% | 0.000 | 0.973 | 0.327 |
+| `save_any_t_d` | 6,402 | 25.25% | 0.056 | 0.973 | 0.498 |
+| `fin11_1` | 176 | 97.94% | 0.000 | 0.183 | 0.092 |
+| `fin5w` | 316 | 96.31% | 0.002 | 0.339 | 0.119 |
+| `fin5m` | 1,009 | 88.22% | 0.018 | 0.852 | 0.306 |
+| `fin5lm` | 472 | 94.49% | 0.017 | 0.355 | 0.152 |
+| `fin5n` | 172 | 97.99% | 0.003 | 0.298 | 0.084 |
+| `fin6w` | 616 | 92.81% | 0.000 | 0.784 | 0.221 |
+| `fin6m` | 949 | 88.92% | 0.013 | 0.552 | 0.222 |
+| `fin6lm` | 532 | 93.79% | 0.014 | 0.386 | 0.148 |
+| `fin6n` | 160 | 98.13% | 0.005 | 0.290 | 0.077 |
+| `fin11_0` | 68 | 99.21% | 0.000 | 0.099 | 0.012 |
+| `fin9a` | 1,021 | 88.08% | 0.010 | 0.831 | 0.267 |
+| `fin17dw` | 172 | 97.99% | 0.001 | 0.270 | 0.085 |
+| `fin17dm` | 781 | 90.88% | 0.000 | 0.439 | 0.153 |
+| `fin17dlm` | 604 | 92.95% | 0.007 | 0.345 | 0.132 |
+| `fin17e` | 478 | 94.42% | 0.005 | 0.652 | 0.161 |
+| `fin7` | 232 | 97.29% | 0.011 | 0.302 | 0.119 |
+| `fin3` | 1,159 | 86.47% | 0.017 | 0.971 | 0.360 |
+| `fin19` | 847 | 90.11% | 0.009 | 0.661 | 0.188 |
+| `fin20` | 571 | 93.33% | 0.000 | 0.488 | 0.142 |
+| `fin21` | 307 | 96.42% | 0.001 | 0.393 | 0.130 |
+| `fin24ba` | 1,255 | 85.35% | 0.040 | 0.542 | 0.188 |
+| `fin24bb` | 1,399 | 83.66% | 0.100 | 0.489 | 0.266 |
+| `fin24bc` | 1,387 | 83.8% | 0.057 | 0.358 | 0.169 |
+| `fin24bd` | 1,387 | 83.8% | 0.051 | 0.580 | 0.302 |
+| `fin24c` | 1,195 | 86.05% | 0.000 | 0.834 | 0.273 |
+| `fin24d1` | 777 | 90.93% | 0.002 | 0.622 | 0.194 |
+| `fin24d2` | 729 | 91.49% | 0.003 | 0.711 | 0.204 |
+| `fin24d3` | 204 | 97.62% | 0.000 | 0.206 | 0.078 |
+| `fin25e1` | 829 | 90.32% | 0.000 | 0.926 | 0.279 |
+| `fin25e2b` | 2,498 | 70.83% | 0.000 | 0.807 | 0.349 |
+| `fin25e3w` | 646 | 92.46% | 0.000 | 0.838 | 0.277 |
+| `fin25e3m` | 382 | 95.54% | 0.004 | 0.341 | 0.119 |
+| `fin25e3lm` | 180 | 97.9% | 0.004 | 0.264 | 0.083 |
+| `fin25e4a` | 232 | 97.29% | 0.000 | 0.321 | 0.099 |
+| `fin25e4b` | 100 | 98.83% | 0.000 | 0.053 | 0.014 |
+| `fin25e4c` | 100 | 98.83% | 0.000 | 0.068 | 0.018 |
+| `fin25e4d` | 1,189 | 86.12% | 0.022 | 0.662 | 0.274 |
+| `fin25e4e` | 100 | 98.83% | 0.000 | 0.055 | 0.013 |
+| `fh2a` | 853 | 90.04% | 0.026 | 0.525 | 0.201 |
+| `fin31c` | 100 | 98.83% | 0.000 | 0.051 | 0.010 |
+| `fin36a` | 135 | 98.42% | 0.007 | 0.201 | 0.062 |
+| `fin36b` | 724 | 91.55% | 0.000 | 0.697 | 0.187 |
+| `fin40a` | 352 | 95.89% | 0.002 | 0.293 | 0.112 |
+| `fin40b` | 280 | 96.73% | 0.006 | 0.399 | 0.118 |
+| `fin36aa` | 20 | 99.77% | 0.000 | 0.043 | 0.009 |
+| `fin36ab` | 20 | 99.77% | 0.000 | 0.005 | 0.001 |
+| `fin8` | 1,057 | 87.66% | 0.032 | 0.865 | 0.287 |
+| `fin13aw` | 169 | 98.03% | 0.007 | 0.457 | 0.161 |
+| `fin13am` | 334 | 96.1% | 0.008 | 0.405 | 0.169 |
+| `fin13alm` | 335 | 96.09% | 0.010 | 0.364 | 0.194 |
+| `fin13an` | 37 | 99.57% | 0.002 | 0.036 | 0.015 |
+| `fin13bw` | 145 | 98.31% | 0.006 | 0.421 | 0.151 |
+| `fin13bm` | 310 | 96.38% | 0.011 | 0.347 | 0.152 |
+| `fin13blm` | 334 | 96.1% | 0.011 | 0.386 | 0.214 |
+| `fin13bn` | 37 | 99.57% | 0.003 | 0.083 | 0.028 |
+| `fin13cw` | 193 | 97.75% | 0.006 | 0.500 | 0.181 |
+| `fin13cm` | 298 | 96.52% | 0.010 | 0.315 | 0.152 |
+| `fin13clm` | 323 | 96.23% | 0.013 | 0.369 | 0.198 |
+| `fin13cn` | 37 | 99.57% | 0.002 | 0.057 | 0.016 |
+| `fin13e` | 264 | 96.92% | 0.006 | 0.576 | 0.209 |
+| `fin13f` | 205 | 97.61% | 0.004 | 0.620 | 0.169 |
+| `fin13f_1` | 73 | 99.15% | 0.002 | 0.348 | 0.119 |
+| `fin15` | 205 | 97.61% | 0.032 | 0.391 | 0.133 |
+| `fin16` | 73 | 99.15% | 0.006 | 0.193 | 0.093 |
+| `fin22f` | 1,209 | 85.88% | 0.000 | 0.658 | 0.299 |
+| `fin41` | 100 | 98.83% | 0.000 | 0.073 | 0.018 |
+| `fin35` | 100 | 98.83% | 0.004 | 0.097 | 0.041 |
+| `fin44` | 196 | 97.71% | 0.000 | 0.273 | 0.091 |
+| `fh1_fh2` | 2,560 | 70.11% | 0.052 | 0.856 | 0.375 |
+| `fin28_29` | 1,874 | 78.12% | 0.000 | 0.755 | 0.264 |
+| `fin31d_s` | 423 | 95.06% | 0.132 | 1.000 | 0.659 |
+| `fin32_n33_34c_s` | 182 | 97.87% | 0.224 | 0.983 | 0.621 |
+| `fin34c_s` | 236 | 97.24% | 0.173 | 0.983 | 0.540 |
+| `fin43c_s` | 216 | 97.48% | 0.338 | 1.000 | 0.818 |
+| `fin32_acc_s` | 371 | 95.67% | 0.266 | 0.996 | 0.721 |
+| `fin34a_s` | 328 | 96.17% | 0.170 | 0.990 | 0.703 |
+| `fin32_33_acc_s` | 122 | 98.58% | 0.618 | 1.000 | 0.945 |
+| `inactive_t_d_s` | 29 | 99.66% | 0.125 | 0.629 | 0.248 |
+| `fing2p_fin_s` | 233 | 97.28% | 0.318 | 0.979 | 0.713 |
+| `fin32_33_34a_s` | 109 | 98.73% | 0.672 | 1.000 | 0.935 |
+| `fin32_n33_acc_s` | 288 | 96.64% | 0.337 | 0.995 | 0.749 |
+| `fin37_39_acc_s` | 200 | 97.66% | 0.388 | 0.987 | 0.783 |
+| `fin37_39c_s` | 21 | 99.75% | 0.243 | 0.942 | 0.631 |
+| `fin31a_31b_s` | 325 | 96.21% | 0.139 | 0.982 | 0.561 |
+| `fin31a_s` | 274 | 96.8% | 0.140 | 0.982 | 0.533 |
+| `fin31b_s` | 186 | 97.83% | 0.128 | 0.942 | 0.391 |
+| `fin32_n33_34a_s` | 248 | 97.1% | 0.256 | 0.985 | 0.747 |
+| `fin37_39a_s` | 170 | 98.01% | 0.372 | 0.986 | 0.750 |
+| `fin34d_s` | 25 | 99.71% | 0.266 | 0.805 | 0.447 |
+| `fin32_33_34d_s` | 4 | 99.95% | 0.758 | 0.894 | 0.817 |
+| `fin32_n33_34d_s` | 14 | 99.84% | 0.289 | 0.696 | 0.494 |
+| `fing2p_card_s` | 1 | 99.99% | 0.201 | 0.201 | 0.201 |
+| `fin37_39d_s` | 6 | 99.93% | 0.208 | 0.712 | 0.413 |
+| `fin42_acc_s` | 15 | 99.82% | 0.241 | 0.956 | 0.454 |
+| `fin32_33_34c_s` | 2 | 99.98% | 0.685 | 0.755 | 0.720 |
+| `fin37_38_39c_s` | 30 | 99.65% | 0.275 | 0.919 | 0.493 |
+| `fin38_39c_s` | 16 | 99.81% | 0.361 | 0.993 | 0.538 |
+| `fing2p_acc_s` | 260 | 96.96% | 0.240 | 0.989 | 0.753 |
+| `fing2p_cash_s` | 35 | 99.59% | 0.176 | 0.864 | 0.407 |
+| `fin37_38_39a_s` | 187 | 97.82% | 0.300 | 0.969 | 0.703 |
+| `fin37_38_39_acc_s` | 211 | 97.54% | 0.322 | 0.988 | 0.747 |
+| `fin38_39a_s` | 115 | 98.66% | 0.393 | 0.985 | 0.771 |
+| `fin38_39_acc_s` | 120 | 98.6% | 0.450 | 0.994 | 0.802 |
+| `fin34b_s` | 42 | 99.51% | 0.142 | 0.667 | 0.414 |
+| `fin32_n33_34b_s` | 21 | 99.75% | 0.277 | 0.707 | 0.485 |
+| `fin43b_s` | 8 | 99.91% | 0.224 | 0.635 | 0.399 |
+| `fin27b_s` | 37 | 99.57% | 0.171 | 0.890 | 0.535 |
+| `fin27a_s` | 86 | 99.0% | 0.374 | 0.984 | 0.768 |
+| `fin22h_s` | 72 | 99.16% | 0.565 | 0.980 | 0.830 |
+| `fin28_29_s` | 150 | 98.25% | 0.290 | 0.940 | 0.625 |
+| `fin28_s` | 114 | 98.67% | 0.433 | 0.888 | 0.675 |
+| `fin29_s` | 129 | 98.49% | 0.284 | 0.949 | 0.636 |
+| `fing2p_mob_s` | 13 | 99.85% | 0.244 | 0.700 | 0.421 |
+| `fin37_38_39d_s` | 1 | 99.99% | 0.204 | 0.204 | 0.204 |
+| `fin37_38_39b_s` | 6 | 99.93% | 0.247 | 0.559 | 0.422 |
+| `fin37_39b_s` | 4 | 99.95% | 0.258 | 0.571 | 0.413 |
+| `fin11_2a_s` | 46 | 99.46% | 0.271 | 0.787 | 0.479 |
+| `fin11b_s` | 37 | 99.57% | 0.181 | 0.711 | 0.438 |
+| `fin11f_s` | 26 | 99.7% | 0.178 | 0.698 | 0.323 |
+| `fin11d_s` | 45 | 99.47% | 0.222 | 0.901 | 0.550 |
+| `fin11e_s` | 56 | 99.35% | 0.140 | 0.886 | 0.418 |
+| `fin9b_s` | 73 | 99.15% | 0.212 | 0.881 | 0.511 |
+| `fin11_1_s` | 9 | 99.89% | 0.176 | 0.548 | 0.250 |
+| `fin5m_s` | 76 | 99.11% | 0.224 | 0.830 | 0.530 |
+| `fin6m_s` | 71 | 99.17% | 0.196 | 0.749 | 0.394 |
+| `fin9a_s` | 76 | 99.11% | 0.246 | 0.885 | 0.469 |
+| `fin5w_s` | 18 | 99.79% | 0.120 | 0.336 | 0.210 |
+| `fin6w_s` | 43 | 99.5% | 0.113 | 0.727 | 0.350 |
+| `fin17dm_s` | 56 | 99.35% | 0.295 | 0.652 | 0.490 |
+| `fin17dlm_s` | 42 | 99.51% | 0.206 | 0.619 | 0.402 |
+| `fin25e3w_s` | 44 | 99.49% | 0.280 | 0.887 | 0.642 |
+| `fin25e3m_s` | 22 | 99.74% | 0.147 | 0.555 | 0.294 |
+| `fin24d1_s` | 56 | 99.35% | 0.185 | 0.849 | 0.597 |
+| `fin14d_s` | 35 | 99.59% | 0.243 | 0.802 | 0.530 |
+| `fin24d2_s` | 52 | 99.39% | 0.229 | 0.868 | 0.625 |
+| `fin11a_s` | 31 | 99.64% | 0.164 | 0.539 | 0.381 |
+| `fin11c_s` | 24 | 99.72% | 0.207 | 0.483 | 0.311 |
+| `fin5lm_s` | 31 | 99.64% | 0.120 | 0.520 | 0.278 |
+| `fin6lm_s` | 36 | 99.58% | 0.126 | 0.574 | 0.274 |
+| `fin17dw_s` | 6 | 99.93% | 0.246 | 0.401 | 0.313 |
+| `fin14c_s` | 25 | 99.71% | 0.119 | 0.649 | 0.321 |
+| `fin13_1a_s` | 24 | 99.72% | 0.120 | 0.748 | 0.575 |
+| `fin13_1b_s` | 17 | 99.8% | 0.240 | 0.552 | 0.386 |
+| `fin13am_s` | 25 | 99.71% | 0.118 | 0.548 | 0.341 |
+| `fin13alm_s` | 25 | 99.71% | 0.135 | 0.516 | 0.383 |
+| `fin13bm_s` | 23 | 99.73% | 0.103 | 0.446 | 0.286 |
+| `fin13blm_s` | 25 | 99.71% | 0.148 | 0.588 | 0.417 |
+| `fin13cm_s` | 22 | 99.74% | 0.182 | 0.464 | 0.291 |
+| `fin13clm_s` | 24 | 99.72% | 0.134 | 0.533 | 0.388 |
+| `fin21_s` | 17 | 99.8% | 0.585 | 0.936 | 0.793 |
+| `fin14b_s` | 19 | 99.78% | 0.095 | 0.464 | 0.296 |
+| `fin13cw_s` | 13 | 99.85% | 0.125 | 0.461 | 0.327 |
+| `fin13f_s` | 14 | 99.84% | 0.182 | 0.609 | 0.299 |
+| `fin14a_s` | 20 | 99.77% | 0.115 | 0.548 | 0.307 |
+| `fin25e3lm_s` | 6 | 99.93% | 0.147 | 0.602 | 0.452 |
+| `fin13aw_s` | 11 | 99.87% | 0.102 | 0.412 | 0.285 |
+| `fin13bw_s` | 9 | 99.89% | 0.189 | 0.398 | 0.288 |
+| `fin24d3_s` | 8 | 99.91% | 0.172 | 0.390 | 0.253 |
+| `fin5n_s` | 6 | 99.93% | 0.182 | 0.270 | 0.234 |
+| `fin6n_s` | 5 | 99.94% | 0.166 | 0.230 | 0.208 |
+| `fin13f_1_s` | 3 | 99.96% | 0.448 | 0.763 | 0.596 |
+| `fin32_33_34b_s` | 1 | 99.99% | 0.721 | 0.721 | 0.721 |
+| `con1` | 1,969 | 77.01% | 0.256 | 1.000 | 0.875 |
+| `con2a` | 598 | 93.02% | 0.007 | 0.584 | 0.188 |
+| `con2b` | 275 | 96.79% | 0.004 | 0.379 | 0.133 |
+| `con2c` | 145 | 98.31% | 0.000 | 0.325 | 0.091 |
+| `con2d` | 289 | 96.63% | 0.004 | 0.378 | 0.124 |
+| `con2e` | 121 | 98.59% | 0.001 | 0.276 | 0.064 |
+| `con2f` | 157 | 98.17% | 0.003 | 0.243 | 0.079 |
+| `con2g` | 277 | 96.77% | 0.004 | 0.308 | 0.115 |
+| `con3a` | 433 | 94.94% | 0.003 | 0.480 | 0.170 |
+| `con3b` | 85 | 99.01% | 0.000 | 0.050 | 0.007 |
+| `con3c` | 85 | 99.01% | 0.000 | 0.038 | 0.005 |
+| `con3d` | 85 | 99.01% | 0.002 | 0.078 | 0.023 |
+| `con3e` | 85 | 99.01% | 0.000 | 0.076 | 0.012 |
+| `con3f` | 85 | 99.01% | 0.000 | 0.028 | 0.005 |
+| `con3g` | 85 | 99.01% | 0.001 | 0.059 | 0.015 |
+| `con4` | 409 | 95.22% | 0.008 | 0.258 | 0.122 |
+| `con5a` | 97 | 98.87% | 0.004 | 0.208 | 0.046 |
+| `con5b` | 217 | 97.47% | 0.001 | 0.225 | 0.090 |
+| `con6` | 85 | 99.01% | 0.000 | 0.065 | 0.014 |
+| `con7` | 85 | 99.01% | 0.002 | 0.084 | 0.022 |
+| `con8` | 301 | 96.49% | 0.003 | 0.311 | 0.115 |
+| `con9a` | 1,945 | 77.29% | 0.066 | 1.000 | 0.695 |
+| `con9b` | 1,170 | 86.34% | 0.000 | 0.698 | 0.257 |
+| `con10` | 181 | 97.89% | 0.000 | 0.262 | 0.090 |
+| `con11` | 1,102 | 87.13% | 0.099 | 0.904 | 0.613 |
+| `con12d` | 1,102 | 87.13% | 0.122 | 0.976 | 0.720 |
+| `con12w` | 142 | 98.34% | 0.017 | 0.252 | 0.082 |
+| `con12m` | 97 | 98.87% | 0.000 | 0.164 | 0.031 |
+| `con12lm` | 85 | 99.01% | 0.000 | 0.085 | 0.016 |
+| `con13` | 95 | 98.89% | 0.000 | 0.438 | 0.051 |
+| `con14` | 1,102 | 87.13% | 0.094 | 0.983 | 0.628 |
+| `con15` | 104 | 98.79% | 0.063 | 0.809 | 0.381 |
+| `con16` | 1,102 | 87.13% | 0.035 | 0.975 | 0.566 |
+| `con17a` | 1,102 | 87.13% | 0.053 | 0.838 | 0.409 |
+| `con17b` | 1,102 | 87.13% | 0.050 | 0.668 | 0.309 |
+| `con17c` | 97 | 98.87% | 0.000 | 0.200 | 0.040 |
+| `con17d` | 265 | 96.91% | 0.007 | 0.300 | 0.121 |
+| `con18` | 1,102 | 87.13% | 0.074 | 0.962 | 0.491 |
+| `con19` | 1,102 | 87.13% | 0.045 | 0.921 | 0.411 |
+| `con20` | 865 | 89.9% | 0.041 | 0.528 | 0.189 |
+| `con21` | 828 | 90.33% | 0.019 | 0.661 | 0.209 |
+| `con22` | 85 | 99.01% | 0.000 | 0.063 | 0.014 |
+| `con23` | 528 | 93.83% | 0.009 | 0.289 | 0.129 |
+| `internet` | 1,969 | 77.01% | 0.041 | 1.000 | 0.731 |
+| `con26d` | 1,006 | 88.25% | 0.019 | 0.967 | 0.491 |
+| `con26w` | 406 | 95.26% | 0.023 | 0.255 | 0.113 |
+| `con26m` | 95 | 98.89% | 0.006 | 0.181 | 0.037 |
+| `con26lm` | 109 | 98.73% | 0.002 | 0.184 | 0.049 |
+| `con27` | 1,078 | 87.41% | 0.055 | 0.958 | 0.456 |
+| `con28d` | 253 | 97.05% | 0.003 | 0.356 | 0.133 |
+| `con28w` | 646 | 92.46% | 0.008 | 0.871 | 0.183 |
+| `con28m` | 720 | 91.59% | 0.007 | 0.788 | 0.309 |
+| `con28lm` | 97 | 98.87% | 0.006 | 0.170 | 0.046 |
+| `con28n` | 85 | 99.01% | 0.000 | 0.004 | 0.001 |
+| `con29` | 301 | 96.49% | 0.003 | 0.303 | 0.124 |
+| `con30a` | 1,054 | 87.69% | 0.043 | 0.976 | 0.474 |
+| `con30b` | 1,054 | 87.69% | 0.058 | 0.966 | 0.455 |
+| `con30c` | 1,090 | 87.27% | 0.048 | 0.985 | 0.516 |
+| `con30d` | 1,054 | 87.69% | 0.043 | 0.943 | 0.441 |
+| `con30e` | 1,018 | 88.11% | 0.013 | 0.900 | 0.324 |
+| `con30f` | 310 | 96.38% | 0.006 | 0.290 | 0.111 |
+| `con30g` | 874 | 89.79% | 0.014 | 0.760 | 0.210 |
+| `con30h` | 598 | 93.02% | 0.017 | 0.439 | 0.164 |
+| `con31a` | 790 | 90.78% | 0.000 | 0.574 | 0.241 |
+| `con31b` | 589 | 93.12% | 0.010 | 0.365 | 0.134 |
+| `con31c` | 193 | 97.75% | 0.000 | 0.259 | 0.097 |
+| `con31d` | 564 | 93.41% | 0.000 | 0.364 | 0.131 |
+| `con31e` | 85 | 99.01% | 0.002 | 0.089 | 0.026 |
+| `con31f` | 241 | 97.19% | 0.002 | 0.329 | 0.108 |
+| `con31g` | 85 | 99.01% | 0.002 | 0.099 | 0.037 |
+| `con31h` | 336 | 96.08% | 0.000 | 0.444 | 0.111 |
+| `con32a` | 646 | 92.46% | 0.002 | 0.501 | 0.220 |
+| `con32b` | 85 | 99.01% | 0.000 | 0.056 | 0.013 |
+| `con32c` | 85 | 99.01% | 0.000 | 0.033 | 0.008 |
+| `con32d` | 85 | 99.01% | 0.003 | 0.071 | 0.030 |
+| `con32e` | 85 | 99.01% | 0.000 | 0.031 | 0.004 |
+| `con32f` | 85 | 99.01% | 0.000 | 0.058 | 0.009 |
+| `con32g` | 85 | 99.01% | 0.000 | 0.016 | 0.005 |
+| `con32h` | 97 | 98.87% | 0.000 | 0.264 | 0.037 |
+| `con10_s` | 8 | 99.91% | 0.203 | 0.800 | 0.539 |
+| `con11_s` | 85 | 99.01% | 0.536 | 0.949 | 0.757 |
+| `con12d_s` | 85 | 99.01% | 0.213 | 0.966 | 0.879 |
+| `con14_s` | 85 | 99.01% | 0.340 | 0.974 | 0.754 |
+| `con16_s` | 85 | 99.01% | 0.261 | 0.950 | 0.676 |
+| `con17a_s` | 85 | 99.01% | 0.209 | 0.808 | 0.491 |
+| `con17b_s` | 85 | 99.01% | 0.114 | 0.738 | 0.391 |
+| `con18_s` | 85 | 99.01% | 0.318 | 0.816 | 0.585 |
+| `con19_s` | 85 | 99.01% | 0.671 | 0.969 | 0.824 |
+| `con20_s` | 65 | 99.24% | 0.113 | 0.538 | 0.233 |
+| `con21_s` | 62 | 99.28% | 0.113 | 0.709 | 0.265 |
+| `con26d_s` | 77 | 99.1% | 0.284 | 0.955 | 0.730 |
+| `con27_s` | 83 | 99.03% | 0.339 | 0.966 | 0.769 |
+| `con28m_s` | 53 | 99.38% | 0.179 | 0.937 | 0.616 |
+| `con30a_s` | 81 | 99.05% | 0.352 | 0.982 | 0.742 |
+| `con30b_s` | 81 | 99.05% | 0.427 | 0.944 | 0.719 |
+| `con30c_s` | 84 | 99.02% | 0.324 | 0.983 | 0.825 |
+| `con30d_s` | 81 | 99.05% | 0.361 | 0.908 | 0.690 |
+| `con30e_s` | 78 | 99.09% | 0.227 | 0.769 | 0.509 |
+| `con30f_s` | 19 | 99.78% | 0.122 | 0.308 | 0.176 |
+| `con30g_s` | 66 | 99.23% | 0.125 | 0.648 | 0.325 |
+| `con30h_s` | 43 | 99.5% | 0.135 | 0.466 | 0.234 |
+| `con31a_s` | 59 | 99.31% | 0.297 | 0.655 | 0.453 |
+| `con31b_s` | 42 | 99.51% | 0.128 | 0.569 | 0.279 |
+| `con31f_s` | 13 | 99.85% | 0.123 | 0.569 | 0.311 |
+| `con2a_s` | 43 | 99.5% | 0.520 | 0.954 | 0.753 |
+| `con15_s` | 8 | 99.91% | 0.885 | 0.953 | 0.916 |
+| `con17d_s` | 15 | 99.82% | 0.127 | 0.234 | 0.168 |
+| `con29_s` | 18 | 99.79% | 0.128 | 0.322 | 0.192 |
+| `con31d_s` | 40 | 99.53% | 0.155 | 0.511 | 0.260 |
+| `con31h_s` | 21 | 99.75% | 0.127 | 0.667 | 0.248 |
+| `con32a_s` | 47 | 99.45% | 0.198 | 0.609 | 0.384 |
+| `con3a_s` | 29 | 99.66% | 0.448 | 0.895 | 0.624 |
+| `con4_s` | 27 | 99.68% | 0.284 | 0.684 | 0.461 |
+| `con28d_s` | 14 | 99.84% | 0.179 | 0.508 | 0.390 |
+| `con28w_s` | 47 | 99.45% | 0.179 | 0.875 | 0.413 |
+| `con23_s` | 37 | 99.57% | 0.109 | 0.291 | 0.165 |
+| `con31c_s` | 9 | 99.89% | 0.110 | 0.262 | 0.181 |
+| `con2b_s` | 16 | 99.81% | 0.290 | 0.802 | 0.530 |
+| `con2d_s` | 17 | 99.8% | 0.350 | 0.606 | 0.490 |
+| `con26w_s` | 27 | 99.68% | 0.130 | 0.350 | 0.224 |
+| `con2c_s` | 5 | 99.94% | 0.275 | 0.535 | 0.363 |
+| `con2e_s` | 3 | 99.96% | 0.230 | 0.555 | 0.391 |
+| `con2g_s` | 16 | 99.81% | 0.253 | 0.619 | 0.418 |
+| `con5b_s` | 11 | 99.87% | 0.673 | 0.968 | 0.845 |
+| `con12m_s` | 1 | 99.99% | 0.195 | 0.195 | 0.195 |
+| `con26lm_s` | 2 | 99.98% | 0.147 | 0.345 | 0.246 |
+| `con12w_s` | 5 | 99.94% | 0.121 | 0.196 | 0.149 |
+| `con2f_s` | 6 | 99.93% | 0.224 | 0.662 | 0.370 |
+| `con13_s` | 1 | 99.99% | 0.434 | 0.434 | 0.434 |
+| `con26m_s` | 1 | 99.99% | 0.236 | 0.236 | 0.236 |
+| `con28lm_s` | 1 | 99.99% | 0.216 | 0.216 | 0.216 |
+| `con5a_s` | 1 | 99.99% | 0.789 | 0.789 | 0.789 |
+| `con17c_s` | 1 | 99.99% | 0.158 | 0.158 | 0.158 |
+| `con32h_s` | 1 | 99.99% | 0.407 | 0.407 | 0.407 |