Joshua Project Cleanup Report

Generated: 2026-06-22

This report documents the cleanup of census_to_jp_mapping.json → v2, removing false positive mappings between Chinese census ethnic groups and Joshua Project people groups.

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Li

Census population: 1,602,104 | JP population estimate: 25,352,200 | JP groups after cleanup: 7

Removed (25): Anglo-Australian, Baheng, Liping, Hui, Muslim Chinese, Lalu, Yangliu, Limi, Limin, Lingao, Linghua, Lipo, Eastern, Lipo, Western, Lisu, Liude, Liujia, Malimasa, Miao, Liupanshui, Mili, Mongolian, Peripheral, Nepali, general, Nosu, Xiaoliangshan, Qiang, Cimulin, Tajik, Sarikoli, Uygur, Taklimakan, Zhuang, Lianshan, Zhuang, Liujiang, Zhuang, Liuqian

Rationale: Removed cross-ethnic false positives (Anglo-Australian, Hui, Nepali, Uygur, Mongolian, Miao, Nosu, Qiang, Tajik, Zhuang) and non-Li groups. Kept Li subgroups (Bendi, Ha, Jiamao, Meifu, Qi) and Aling/Liwu.

Nu

Census population: 36,575 | JP population estimate: 2,183,600 | JP groups after cleanup: 10

Removed (9): Ainu (China), Bunu, Bunun, Jinuo, Jinuo, Buyuan, Nosu, Yinuo, Nubra, Tai Nua, Uygur, Lop Nur

Rationale: Removed obvious false positives: Ainu (China), Bunun (Taiwan), Bunu (Yao), Jinuo (separate ethnic group), Nosu (Yi), Tai Nua, Uygur. Kept Nu subgroups.

Miao

Census population: 11,067,929 | JP population estimate: 4,369,500 | JP groups after cleanup: 29

Removed (1): A-Hmao

Rationale: All 30 mappings are Hmong/Miao subgroups. Linguistically valid - kept all. No obvious non-Miao groups found.

Han

Census population: 1,284,446,389 | JP population estimate: 1,285,058,600 | JP groups after cleanup: 21

Removed (3): Buriat, Chinese, Hui, Muslim Chinese, You Tai, Chinese Jewish

Rationale: Removed cross-ethnic mappings: Buriat (Mongolian), Hui (separate Muslim ethnic group), You Tai (Chinese Jewish - distinct identity). Kept all Han Chinese dialect groups.

Hui

Census population: 11,377,914 | JP population estimate: 22,880,000 | JP groups after cleanup: 3

Removed (12): Han Chinese, Hui'an, Han Chinese, Huizhou, Miao, Huishui Central, Miao, Huishui Eastern, Miao, Huishui Northern, Miao, Huishui Southwestern, Miao, Liupanshui, Nisu, Jianshui, Nosu, Shuixi, Shui, Yunnan, Zhuang, Central Hongshuihe, Zhuang, Eastern Hongshuihe

Rationale: Removed Han Chinese dialects, Miao groups, Nisu (Yi), Nosu (Yi), Shui groups, and Zhuang groups. Kept Hui core group and Lopi/Shuitian.

Yi

Census population: 9,830,327 | JP population estimate: 3,714,700 | JP groups after cleanup: 16

Removed (1): Jiarong, Guanyingqiao

Rationale: Removed Jiarong (distinct ethnic group). Kept all Nosu/Yi subgroups.

Zhuang

Census population: 19,568,546 | JP population estimate: 19,708,000 | JP groups after cleanup: 17

Rationale: All 17 mappings are Zhuang subgroups or closely related (Bouyei). Kept all.

Dai

Census population: 1,329,985 | JP population estimate: 2,360,200 | JP groups after cleanup: 4

Removed (10): Miao, Mashan Central, Miao, Mashan Northern, Miao, Mashan Southern, Miao, Mashan Western, Nosu, Xiaoliangshan, Qiang, Dajishan, Tibetan, Shangri La, Tibetan, Shanyan, Zhuang, Dai, Zhuang, Lianshan

Rationale: Removed Miao, Nosu, Qiang, Tibetan, and Zhuang groups. Kept Dai-related groups (Daizhan, Jiarong, Shangzhai, Tai Lue, Tai Nua).

Va

Census population: 430,977 | JP population estimate: 1,212,700 | JP groups after cleanup: 9

Removed (5): Han Chinese, Waxiang, Monpa Tawang, Paiwanese, Rawang, Tuvan

Rationale: Removed Han Chinese (Waxiang), Monpa, Paiwanese (Taiwan), Rawang, Tuvan. Kept Wa subgroups and related groups.

Tibetan

Census population: 7,060,731 | JP population estimate: 3,234,300 | JP groups after cleanup: 12

Rationale: All 12 mappings are Tibetan subgroups. Kept all.

Sui

Census population: 495,928 | JP population estimate: 3,746,000 | JP groups after cleanup: 2

Removed (10): Miao, Huishui Central, Miao, Huishui Eastern, Miao, Huishui Northern, Miao, Huishui Southwestern, Miao, Liupanshui, Nisu, Jianshui, Nosu, Shuixi, Shui, Yunnan, Zhuang, Central Hongshuihe, Zhuang, Eastern Hongshuihe

Rationale: Removed Miao, Nisu, Nosu, Shui, and Zhuang groups. Kept Lopi/Shuitian (Sui-related).

Tu

Census population: 281,928 | JP population estimate: 10,388,700 | JP groups after cleanup: 4

Removed (8): Akto Turkmen, Nosu, Butuo, Tujia, Tulao, Tusa, Tuvan, Tuwo, Wutun

Rationale: Removed non-Tu groups. Kept Monguor and Tu-related subgroups.