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doxa-maps/data/tables/gospel-by-province.json
Doxa Maps f68cb24e78 2,001 groups had readable Scripture and were told they did not 
go-int cross-checked 20 roster languages with "no New Testament found in the pools" against
open-data signals. Thirteen of the twenty had readable text all along — on a record the tier
could not see — and chasing that found one rule written four times and wrong in two of them.

THE BUG. tierOfCode tested `!!c.s`, one field, while this build's own hasReadableScripture
tested four sources. Tier 2 means "Scripture AND film", so a language whose text is on the
Faith Comes By Hearing record (au.m names the media it holds), on Scripture Earth, or in a
Door43 translation was scored 1 — "some resource found" — with its own text and the JESUS
Film both in hand. Measured: 602 codes and 2,001 of 12,379 groups move 1 -> 2. Tier 0 does
not move at all, 1,592 before and after, so nothing about who has NOTHING changes: the gap
lists, the 369 zero-access groups and the bridge-reach table are untouched.

THE SAME BUG DOWNSTREAM, and this is the one a catalyst would have felt: resourceRows typed
an FCBH record "audio, text, video" as Audio Scripture only, so the access table's
byType.Scripture never saw it. 288 people groups were published as "watch or hear, cannot
read" while their own readable Scripture sat behind that link. Access now reads 1,129 "read
and watch" (was 869), 518 "cannot read" (was 806), 85 "read" (was 57), 369 nothing found and
6 stories only — unchanged where it should be, and 2,107 in total either way. Typing the row
by its text would have dropped "can hear", so the access builder now counts a Scripture row
whose scope names audio as hearable too.

ONE OWNER NOW. hasReadableScripture is exported from gospel-resource-rows.js and imported by
the pin builder and by check-gospel-coverage-consistent, whose arm F had its own narrow copy
and therefore reported 2,001 disagreements against the corrected tier — a gate defending the
bug it exists to catch. A rule with four copies has no owner; this one has.

`sx` ships alongside: the readable text with its source named, for the 887 codes whose text is
not at c.s, so a surface can LINK what the tier now counts instead of claiming Scripture and
showing a film. Wiring it into the sheet and the field card is the next commit; this one is
data and rules only, and public/ is deliberately NOT rebuilt because rega is rendering this
worktree.
2026-09-27 18:53:52 +00:00

1121 lines
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{
"meta": {
"title": "Gospel access by province — India and China",
"why": "These two countries hold 47.9% of Doxa's roster (855 + 154 of 2,107). No other country is close; the third is Sudan at 105. A national fill cannot answer \"where would a team go\" for half the map.",
"generated": "2026-09-27",
"provinces_with_groups": 46,
"provinces_available": 48,
"groups_assigned": 1009,
"groups_unassigned": 0,
"per_group_file": "gospel-by-province-groups.json — one row per placed group, reconciled with these counts at build time",
"india_note": "India is read from the COMPLETE ADM1 (36 states, geoBoundaries via DataMeet India, CC BY 2.5 IN). The first build of this table read gb-IND-ADM1.geojson, which is the UPG-100 list's curated 34-unit partition, and eleven groups came out with no province because they stood in states that partition does not draw. Switching the file moved 998 assigned to 1,005 and 44 province rows to 46, and turned the province names into India's own states.",
"groups_placed_by_nearest_province": 2,
"near_border_note": "NONE unassigned now, and two rows say why. Jing and Pana fell in no province: measured 8.7 km outside Guangxi and 5.4 km outside Yunnan — across the border, not outside the file, which is what an earlier version of this note wrongly said (both provinces are in it). Sourcing China's complete 34-unit ADM1 moved neither distance: same source geometry, 22 more provinces, none of them theirs — so better data is not the answer and nobody need repeat it. A point within 15 km of exactly ONE province now joins it and carries near_border_km; two provinces within the tolerance leave it unassigned, because a hint between two answers is not one. A single coordinate for a whole people is not precise to 9 km, which is why this is a correction and not a guess.",
"china_note": "China's ADM1 file carries 12 provinces, not 31+. Measured rather than assumed: 152 of 154 Chinese groups fall inside them and all twelve are used, so the file is cut to the provinces where the unreached peoples are.",
"ways_in": "Chosen FOR THE PROVINCE where the province can answer: the languages of groups standing in it that already have Scripture AND film, ranked by the people here who already hold them. The column says which basis was used. This replaces a country-level answer that produced a measured absurdity — Arunachal Pradesh, in the far north-east, was offered TELUGU, because the curated bridge table is keyed by country and a curated bridge outranks a computed one. A province with no tier-2 language of its own still falls back to the country answer, and ways_in_basis says so rather than hiding it. It is a NEIGHBOUR, not a recommendation: whether a group actually speaks it is a question for someone on the ground.",
"approximate": "A province is assigned by point-in-polygon on the group's coordinate, and that coordinate marks where a PEOPLE is found, not a settlement — 108 groups across the roster even share a coordinate with another group. Near a border the point can fall on the wrong side. Every row is flagged approximate and the unassigned are counted, never dropped. No surface may present a province as a fact about a group."
},
"columns": [
{
"title": "Country",
"field": "country",
"type": "string"
},
{
"title": "Province",
"field": "province",
"type": "string"
},
{
"title": "People groups",
"field": "groups",
"type": "number"
},
{
"title": "People",
"field": "people",
"type": "number"
},
{
"title": "Groups with nothing",
"field": "zero_access_groups",
"type": "number"
},
{
"title": "People with nothing",
"field": "zero_access_people",
"type": "number"
},
{
"title": "Largest with nothing",
"field": "zero_access_examples",
"type": "string"
},
{
"title": "Nobody praying",
"field": "nobody_praying_groups",
"type": "number"
},
{
"title": "Of those with a prayer page",
"field": "prayer_pages",
"type": "number"
},
{
"title": "People nobody is praying for",
"field": "nobody_praying_people",
"type": "number"
},
{
"title": "Ways in",
"field": "ways_in",
"type": "string"
},
{
"title": "Basis",
"field": "ways_in_basis",
"type": "string"
},
{
"title": "Ways in (country-level)",
"field": "ways_in_country",
"type": "string"
},
{
"title": "Placement approximate",
"field": "approximate",
"type": "string"
}
],
"rows": [
{
"country": "China",
"iso3": "CHN",
"province": "Yunnan Province",
"groups": 62,
"people": 3530275,
"zero_access_groups": 14,
"zero_access_people": 602850,
"zero_access_examples": "Hongjin Tai; Wenma Zhuang; Mosuo",
"prayer_pages": 46,
"pray_first": {
"name": "Hongjin Tai",
"url": "https://pray.doxa.life/hongjin-tai?source=doxalife&utm_source=agwm",
"people": 209000,
"has_nothing": true
},
"nobody_praying_groups": 36,
"nobody_praying_people": 1435725,
"ways_in": "Chinese, Mandarin (63,825 here); Tai Dam (48,000 here); Palaung, Rumai (6,200 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Chinese, Mandarin",
"approximate": true
},
{
"country": "China",
"iso3": "CHN",
"province": "Guizhou Province",
"groups": 34,
"people": 3302000,
"zero_access_groups": 7,
"zero_access_people": 488900,
"zero_access_examples": "Huishui Miao; Yanghuang; Cai",
"prayer_pages": 28,
"pray_first": {
"name": "Yanghuang",
"url": "https://pray.doxa.life/yanghuang?source=doxalife&utm_source=agwm",
"people": 63000,
"has_nothing": true
},
"nobody_praying_groups": 20,
"nobody_praying_people": 560000,
"ways_in": "Chinese, Mandarin (332,900 here); Iu Mien (2,700 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Chinese, Mandarin",
"approximate": true
},
{
"country": "China",
"iso3": "CHN",
"province": "Sichuan Province",
"groups": 12,
"people": 1621700,
"zero_access_groups": 7,
"zero_access_people": 105700,
"zero_access_examples": "Ersu; Minyak; Namuyi",
"prayer_pages": 10,
"pray_first": {
"name": "Ersu",
"url": "https://pray.doxa.life/ersu?source=doxalife&utm_source=agwm",
"people": 48000,
"has_nothing": true
},
"nobody_praying_groups": 8,
"nobody_praying_people": 461600,
"ways_in": "Tibetan (48,500 here); Chinese, Mandarin (15,500 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Chinese, Mandarin",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Andaman and Nicobar Islands",
"groups": 9,
"people": 82020,
"zero_access_groups": 3,
"zero_access_people": 560,
"zero_access_examples": "Jarawas; Onge; Sentinelese",
"prayer_pages": 7,
"pray_first": {
"name": "Onge",
"url": "https://pray.doxa.life/onge?source=doxalife&utm_source=agwm",
"people": 150,
"has_nothing": true
},
"nobody_praying_groups": 5,
"nobody_praying_people": 69510,
"ways_in": "Telugu (67,000 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Telugu",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Arunāchal Pradesh",
"groups": 7,
"people": 13550,
"zero_access_groups": 2,
"zero_access_people": 600,
"zero_access_examples": "Khamba; Na",
"prayer_pages": 7,
"pray_first": {
"name": "Na",
"url": "https://pray.doxa.life/na?source=doxalife&utm_source=agwm",
"people": 100,
"has_nothing": true
},
"nobody_praying_groups": 3,
"nobody_praying_people": 7800,
"ways_in": "Hindi (5,700 here); Assamese (2,000 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Telugu",
"approximate": true
},
{
"country": "China",
"iso3": "CHN",
"province": "Xinjiang Uyghur Autonomous Region",
"groups": 7,
"people": 284125,
"zero_access_groups": 2,
"zero_access_people": 31500,
"zero_access_examples": "Sarikoli Tajiks; Ainu",
"prayer_pages": 4,
"pray_first": {
"name": "Ainu",
"url": "https://pray.doxa.life/ainu-china?source=doxalife&utm_source=agwm",
"people": 11000,
"has_nothing": true
},
"nobody_praying_groups": 4,
"nobody_praying_people": 215625,
"ways_in": "Kyrgyz (195,000 here); Uzbek, Northern (12,500 here); Chinese, Mandarin (25 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Chinese, Mandarin",
"approximate": true
},
{
"country": "China",
"iso3": "CHN",
"province": "Hunan Province",
"groups": 5,
"people": 2405000,
"zero_access_groups": 2,
"zero_access_people": 150000,
"zero_access_examples": "Eastern Xiangxi Miao; Wunai",
"prayer_pages": 4,
"pray_first": {
"name": "Wunai",
"url": "https://pray.doxa.life/wunai?source=doxalife&utm_source=agwm",
"people": 14000,
"has_nothing": true
},
"nobody_praying_groups": 2,
"nobody_praying_people": 20000,
"ways_in": "Chinese, Mandarin (6,000 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Chinese, Mandarin",
"approximate": true
},
{
"country": "China",
"iso3": "CHN",
"province": "Qinghai Province",
"groups": 3,
"people": 55700,
"zero_access_groups": 2,
"zero_access_people": 12700,
"zero_access_examples": "Tongren Bonan; Wutun",
"prayer_pages": 1,
"pray_first": {
"name": "Wutun",
"url": "https://pray.doxa.life/wutun?source=doxalife&utm_source=agwm",
"people": 3800,
"has_nothing": true
},
"nobody_praying_groups": 1,
"nobody_praying_people": 3800,
"ways_in": "Tibetan, Amdo (43,000 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Chinese, Mandarin",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Kerala",
"groups": 72,
"people": 2804375,
"zero_access_groups": 1,
"zero_access_people": 8600,
"zero_access_examples": "Malai Pandaram",
"prayer_pages": 66,
"pray_first": {
"name": "Malai Pandaram",
"url": "https://pray.doxa.life/malai-pandaram?source=doxalife&utm_source=agwm",
"people": 8600,
"has_nothing": true
},
"nobody_praying_groups": 53,
"nobody_praying_people": 1152750,
"ways_in": "Malayalam (2,629,525 here); Tulu (69,400 here); Kannada (38,200 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Telugu",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Jhārkhand",
"groups": 9,
"people": 957400,
"zero_access_groups": 1,
"zero_access_people": 5000,
"zero_access_examples": "Jadupetia",
"prayer_pages": 5,
"pray_first": {
"name": "Jadupetia",
"url": "https://pray.doxa.life/jadupetia?source=doxalife&utm_source=agwm",
"people": 5000,
"has_nothing": true
},
"nobody_praying_groups": 5,
"nobody_praying_people": 41900,
"ways_in": "Hindi (495,000 here); Sadri (194,000 here); Bengali (164,200 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Telugu",
"approximate": true
},
{
"country": "China",
"iso3": "CHN",
"province": "Guangxi Zhuang Autonomous Region",
"groups": 7,
"people": 150650,
"zero_access_groups": 1,
"zero_access_people": 750,
"zero_access_examples": "Yerong",
"prayer_pages": 6,
"pray_first": {
"name": "Yerong",
"url": "https://pray.doxa.life/yerong?source=doxalife&utm_source=agwm",
"people": 750,
"has_nothing": true
},
"nobody_praying_groups": 5,
"nobody_praying_people": 80650,
"ways_in": "Chinese, Mandarin (50,400 here); Vietnamese (29,500 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Chinese, Mandarin",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Manipur",
"groups": 5,
"people": 321400,
"zero_access_groups": 1,
"zero_access_people": 1700,
"zero_access_examples": "Koiren",
"prayer_pages": 3,
"pray_first": {
"name": "Koiren",
"url": "https://pray.doxa.life/koiren?source=doxalife&utm_source=agwm",
"people": 1700,
"has_nothing": true
},
"nobody_praying_groups": 3,
"nobody_praying_people": 112400,
"ways_in": "Meitei (319,700 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Telugu",
"approximate": true
},
{
"country": "China",
"iso3": "CHN",
"province": "Inner Mongolia Autonomous Region",
"groups": 3,
"people": 206900,
"zero_access_groups": 1,
"zero_access_people": 170000,
"zero_access_examples": "Buryat",
"prayer_pages": 1,
"pray_first": null,
"nobody_praying_groups": 0,
"nobody_praying_people": 0,
"ways_in": "Kalmyk-Oirat (35,500 here)",
"ways_in_basis": "in this province",
"ways_in_country": "Chinese, Mandarin",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Gujarāt",
"groups": 90,
"people": 3164770,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 80,
"pray_first": {
"name": "Bairagi (Gujarati)",
"url": "https://pray.doxa.life/bairagi-gujarati?source=doxalife&utm_source=agwm",
"people": 510000,
"has_nothing": false
},
"nobody_praying_groups": 59,
"nobody_praying_people": 1429045,
"ways_in": "Gujarati (1,874,475 here); Urdu (123,200 here); Marathi (70,000 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Andhra Pradesh",
"groups": 81,
"people": 4858130,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 76,
"pray_first": {
"name": "Aiyarakulu",
"url": "https://pray.doxa.life/aiyarakulu?source=doxalife&utm_source=agwm",
"people": 688000,
"has_nothing": false
},
"nobody_praying_groups": 64,
"nobody_praying_people": 3818505,
"ways_in": "Telugu (3,561,375 here); Kannada (509,500 here); Odia (378,650 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Karnātaka",
"groups": 81,
"people": 4610175,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 75,
"pray_first": {
"name": "Nai (Kannada)",
"url": "https://pray.doxa.life/nai-kannada?source=doxalife&utm_source=agwm",
"people": 336000,
"has_nothing": false
},
"nobody_praying_groups": 55,
"nobody_praying_people": 2569950,
"ways_in": "Kannada (2,277,625 here); Tulu (852,750 here); Telugu (666,800 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Tamil Nādu",
"groups": 64,
"people": 2760850,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 64,
"pray_first": {
"name": "Tondman",
"url": "https://pray.doxa.life/tondman?source=doxalife&utm_source=agwm",
"people": 555000,
"has_nothing": false
},
"nobody_praying_groups": 50,
"nobody_praying_people": 2144700,
"ways_in": "Tamil (1,646,150 here); Telugu (823,600 here); Malayalam (224,000 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Odisha",
"groups": 64,
"people": 1304500,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 54,
"pray_first": {
"name": "Rana",
"url": "https://pray.doxa.life/rana?source=doxalife&utm_source=agwm",
"people": 76500,
"has_nothing": false
},
"nobody_praying_groups": 41,
"nobody_praying_people": 523900,
"ways_in": "Odia (1,197,550 here); Bengali (31,500 here); Maithili (17,900 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Mahārāshtra",
"groups": 54,
"people": 2860150,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 52,
"pray_first": {
"name": "Lonar",
"url": "https://pray.doxa.life/lonar?source=doxalife&utm_source=agwm",
"people": 427000,
"has_nothing": false
},
"nobody_praying_groups": 45,
"nobody_praying_people": 1967000,
"ways_in": "Marathi (2,144,775 here); Telugu (247,225 here); Urdu (181,300 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Rājasthān",
"groups": 48,
"people": 1731500,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 45,
"pray_first": {
"name": "Van Baoriya",
"url": "https://pray.doxa.life/van-baoriya?source=doxalife&utm_source=agwm",
"people": 442000,
"has_nothing": false
},
"nobody_praying_groups": 33,
"nobody_praying_people": 1549725,
"ways_in": "Mewari (170,750 here); Hindi (61,400 here); Haroti (26,525 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Madhya Pradesh",
"groups": 33,
"people": 2922600,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 27,
"pray_first": {
"name": "Bari (Hindi)",
"url": "https://pray.doxa.life/bari-hindi?source=doxalife&utm_source=agwm",
"people": 405000,
"has_nothing": false
},
"nobody_praying_groups": 23,
"nobody_praying_people": 1217800,
"ways_in": "Hindi (2,060,800 here); Malvi (344,750 here); Chhattisgarhi (234,000 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Jammu and Kashmīr",
"groups": 33,
"people": 520515,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 32,
"pray_first": {
"name": "Bania (Dogri)",
"url": "https://pray.doxa.life/bania-dogri?source=doxalife&utm_source=agwm",
"people": 146000,
"has_nothing": false
},
"nobody_praying_groups": 25,
"nobody_praying_people": 497665,
"ways_in": "Dogri (210,475 here); Hindi (30,500 here); Urdu (250 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "West Bengal",
"groups": 30,
"people": 2211000,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
"prayer_pages": 28,
"pray_first": {
"name": "Khairwar (Bengali)",
"url": "https://pray.doxa.life/khairwar-bengali?source=doxalife&utm_source=agwm",
"people": 166000,
"has_nothing": false
},
"nobody_praying_groups": 16,
"nobody_praying_people": 381500,
"ways_in": "Bengali (2,146,100 here); Sunwar (38,000 here); Nepali (19,000 here)",
"ways_in_basis": "in this province",
"ways_in_country": "",
"approximate": true
},
{
"country": "India",
"iso3": "IND",
"province": "Telangāna",
"groups": 26,
"people": 1665800,
"zero_access_groups": 0,
"zero_access_people": 0,
"zero_access_examples": "",
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{
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}
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