From: Denis Moyogo Jacquerye <moyogo@gmail.com>
Date: Thu, 17 Nov 2022 16:47:18 +0000 (+0100)
Subject: Update or add African and other languages data
X-Git-Url: http://git.ipfire.org/cgi-bin/gitweb.cgi?a=commitdiff_plain;h=57e1c841d07170f401eccb2a5d90e9855f8ec69e;p=thirdparty%2Fgoogle%2Ffonts.git

Update or add African and other languages data
---

diff --git a/Lib/gflanguages/data/languages/abi_Latn.textproto b/Lib/gflanguages/data/languages/abi_Latn.textproto
index 08f9a89fe7..7a9e865461 100644
--- a/Lib/gflanguages/data/languages/abi_Latn.textproto
+++ b/Lib/gflanguages/data/languages/abi_Latn.textproto
@@ -2,7 +2,14 @@ id: "abi_Latn"
 language: "abi"
 script: "Latn"
 name: "Abidji"
+autonym: "ogbru"
+population: 50500
+region: "CI"
 exemplar_chars {
-  base: "a A b B c C d D e E ɛ Ɛ f F g G h H i I ɩ Ɩ j J k K l L m M n N o O ɔ Ɔ p P r R s S t T u U ʋ Ʋ w W y Y"
-  auxiliary: "q Q v V x X z Z"
-}
\ No newline at end of file
+  base: "a A á Á â Â ǎ Ǎ b B c C d D e E é É ê Ê ě Ě ɛ Ɛ f F g G i I í Í î Î ǐ Ǐ ɩ Ɩ j J k K l L m M n N o O ó Ó ô Ô ǒ Ǒ ɔ Ɔ p P r R s S t T u U ú Ú û Û ǔ Ǔ ʋ Ʋ w W y Y"
+  auxiliary: "q Q v V x X z Z Ʊ ʊ ʔ"
+  marks: "◌́ ◌̂ ◌̌"
+}
+source: "Rhonda L. Hartell, Alphabets of Africa, 1993, p. 128."
+source: "Wikipedia"
+source: "https://live.bible.is/bible/ABIWBT/MRK/1"
diff --git a/Lib/gflanguages/data/languages/abn_Latn.textproto b/Lib/gflanguages/data/languages/abn_Latn.textproto
new file mode 100644
index 0000000000..08469ce87a
--- /dev/null
+++ b/Lib/gflanguages/data/languages/abn_Latn.textproto
@@ -0,0 +1,13 @@
+id: "abn_Latn"
+language: "abn"
+script: "Latn"
+name: "Abua"
+autonym: "Abua"
+population: 25000
+region: "NG"
+exemplar_chars {
+  base: "A Ạ B Ḅ D Ḍ E Ẹ F G H I Ị J K L M N O Ọ P R S T U Ụ V W Y Z a ạ b ḅ d ḍ e ẹ f g h i ị j k l m n o ọ p r s t u ụ v w y z"
+  marks: "◌̣"
+}
+source: "Ethelbert Emmanuel Kari, Kiikpoye Johnny Joshua, \"Abuan orthography\", in Tony Enyia, Orthographies of Nigerian Languages: Manual IX, Nigerian Educational Research and Development Council (NERDC), 2011, p. 1–12"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/abq_Cyrl.textproto b/Lib/gflanguages/data/languages/abq_Cyrl.textproto
index 851fc427ce..523d840fef 100644
--- a/Lib/gflanguages/data/languages/abq_Cyrl.textproto
+++ b/Lib/gflanguages/data/languages/abq_Cyrl.textproto
@@ -3,7 +3,8 @@ language: "abq"
 script: "Cyrl"
 name: "Abaza"
 autonym: "Абаза"
-population: 0
+population: 50000
+region: "RU"
 exemplar_chars {
   base: "А Б В Г Д Е Ж З И Й К Л М Н О П Р С Т У Ф Х Ц Ч Ш Щ Ъ Ы Ь Э Ю Я Ё а б в г д е ж з и й к л м н о п р с т у ф х ц ч ш щ ъ ы ь э ю я ё"
   marks: "◌̆ ◌̈"
diff --git a/Lib/gflanguages/data/languages/acd_Latn.textproto b/Lib/gflanguages/data/languages/acd_Latn.textproto
index 9a159a99f5..0334d5fa41 100644
--- a/Lib/gflanguages/data/languages/acd_Latn.textproto
+++ b/Lib/gflanguages/data/languages/acd_Latn.textproto
@@ -2,6 +2,8 @@ id: "acd_Latn"
 language: "acd"
 script: "Latn"
 name: "Gikyode"
+population: 18000
+region: "GH"
 exemplar_chars {
   base: "a A b B d D e E f F g G h H i I k K l L m M n N o O p P r R s S t T u U w W y Y ŋ Ŋ ɔ Ɔ ɛ Ɛ ꞌ Ꞌ"
   auxiliary: "c C j J q Q v V x X z Z"
diff --git a/Lib/gflanguages/data/languages/ach_Latn.textproto b/Lib/gflanguages/data/languages/ach_Latn.textproto
index 2793237f25..3bd4b7ee5c 100644
--- a/Lib/gflanguages/data/languages/ach_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ach_Latn.textproto
@@ -2,5 +2,26 @@ id: "ach_Latn"
 language: "ach"
 script: "Latn"
 name: "Acoli"
+autonym: "Acoli"
 population: 1600361
 region: "UG"
+exemplar_chars {
+  base: "A B C D E G I J K L M N Ŋ O P R T U W Y a b c d e g i j k l m n ŋ o p r t u w y"
+}
+sample_text {
+  masthead_full: "AaŊŋ"
+  masthead_partial: "Oo"
+  styles: "Abicamo gweno, muraŋa, layata ki mucele."
+  tester: "Amaro cammo capat, obakado, moyeme, pot dek, mucuŋwa."
+  poster_sm: "Mugati ma giŋolo"
+  poster_md: "Ŋo manyen?"
+  poster_lg: "Laŋogo"
+  specimen_48: "Amaro cammo riŋo, layata munu, layata. Muraŋa, pot dek ki rec."
+  specimen_36: "Wacit wayeny tic. Ah, cawa tye marac. Cawa adi? Cawa aŋwen me odiko. Eh, eh! Watye lacen! Aya. Waciti."
+  specimen_32: "Wurii wunu maber, anyira? Warii maber, ladit. Kono in? Atye maber. Dano gaŋ tye niniŋ? Gitye gire maber, ento Mary aye kome lit. Two aŋo? Two aona apio. Pwod wanen! Wek koŋ wacit watere i ot yat. Ber Aya. Pwod wanen."
+  specimen_21: "Abidwogo ceŋ moo. Amiye buk mukene mapat. Latin munyoo aobala jammi. Abi kum apar donyo waŋ aryoo. Dyel tyene aŋwen calo meja, ci meja ibe pee. Aneno acekere elfu acel ki miya abic. Caa adii? Caa abicel litak. Kunno anoŋo dano pyeradek kulu. Atye ki dyegi apar wi aryoo. Dano apar kulu mito tic. Dano ma tye i tic gin apar adek moo."
+  specimen_16: "Iceŋ adek ii otyeno, mama odwogo ki iot yat ma tye ka bwonyo matek. Onoŋo ocwalo kare malac me neno en ka bunyu. I acaki en onoŋo obedo ma cwinye cwee pien onoŋo en peke ki tic me atima, kun gwoko lutino aboro kulu. Onoŋo en peke ki cente me gaŋ kwan pa lotino, wilo yat ki me wilo cam pi jo ma i gaŋe. Kama en bedo i iye ni onoŋo pe ceko cam tutwal kadi bed en opur. I otyeno me ceŋ adek ni, en bene onoŋo yat mo me konyo two ne me nono. En bene oyee ni etye ki two cilim ki bene me kanyo peko me mwonyo yat. Me medo ikom meno bene kimiye  mucele, uŋa, muraŋa ki moo dek. Bene kimiye net ki jeriken me mato pi maleŋ. Lami tam  ocike bote me bedo ka roto kit ma yot kome tye kwede kicel i cabit ace."
+  note: "Sample specimen from Malandra 1955 and Peace Corps 2009."
+}
+source: "Alfred Malandra, A New Acholi Grammar, Nairobi (Kenya), Eagle Press, 1955, 153 p."
+source: "Peace Corps, Acholi Language Manual, 2009"
diff --git a/Lib/gflanguages/data/languages/ade_Latn.textproto b/Lib/gflanguages/data/languages/ade_Latn.textproto
index ac6dce5808..051aeade57 100644
--- a/Lib/gflanguages/data/languages/ade_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ade_Latn.textproto
@@ -2,7 +2,12 @@ id: "ade_Latn"
 language: "ade"
 script: "Latn"
 name: "Adele"
+population: 64000
+region: "GH"
+region: "TG"
 exemplar_chars {
   base: "a A b B d D e E ɛ Ɛ f F g G h H i I ɩ Ɩ k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U ʋ Ʋ w W y Y"
   auxiliary: "c C j J q Q v V x X z Z"
-}
\ No newline at end of file
+}
+source: "Jacques Rongier, Dictionnaire français-adele, Abidjan, Institut de Linguistique appliquée, Université nationale de Côte d’Ivoire, 1998"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/adj_Latn.textproto b/Lib/gflanguages/data/languages/adj_Latn.textproto
index d53f49f5e4..30d6354840 100644
--- a/Lib/gflanguages/data/languages/adj_Latn.textproto
+++ b/Lib/gflanguages/data/languages/adj_Latn.textproto
@@ -2,6 +2,8 @@ id: "adj_Latn"
 language: "adj"
 script: "Latn"
 name: "Adioukrou"
+population: 180000
+region: "CI"
 exemplar_chars {
   base: "a A b B c C d D e E ê Ê f F g G h H i I j J k K l L m M n N o O ô Ô p P r R s S t T u U v V w W y Y z Z ŋ Ŋ ɛ Ɛ ↄ Ↄ"
   marks: "◌̂ ◌̀ ◌́"
diff --git a/Lib/gflanguages/data/languages/aeb_Latn.textproto b/Lib/gflanguages/data/languages/aeb_Latn.textproto
index 73c1183137..c1eb7ae259 100644
--- a/Lib/gflanguages/data/languages/aeb_Latn.textproto
+++ b/Lib/gflanguages/data/languages/aeb_Latn.textproto
@@ -2,6 +2,8 @@ id: "aeb_Latn"
 language: "aeb"
 script: "Latn"
 name: "Tunisian Darija"
+population: 11000000
+region: "TN"
 exemplar_chars {
   base: "a A ā Ā b B c C d D đ Đ e E ē Ē ɛ Ɛ f F g G ɣ Ɣ h H ħ Ħ i I ī Ī j J k K l L m M n N o O p P q Q r R s S ṣ Ṣ t T ṭ Ṭ ŧ Ŧ u U ū Ū v V w W x X y Y z Z"
   marks: "◌̄ ◌̣ ◌̀"
diff --git a/Lib/gflanguages/data/languages/agc_Latn.textproto b/Lib/gflanguages/data/languages/agc_Latn.textproto
index 447315c5fe..6512e0575c 100644
--- a/Lib/gflanguages/data/languages/agc_Latn.textproto
+++ b/Lib/gflanguages/data/languages/agc_Latn.textproto
@@ -2,6 +2,8 @@ id: "agc_Latn"
 language: "agc"
 script: "Latn"
 name: "Agatu"
+population: 187000
+region: "NG"
 exemplar_chars {
   base: "a A b B c C d D e E ɛ Ɛ f F g G h H i I j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U v V w W y Y z Z"
   auxiliary: "q Q x X"
diff --git a/Lib/gflanguages/data/languages/aha_Latn.textproto b/Lib/gflanguages/data/languages/aha_Latn.textproto
index 548982bbda..b0cd958015 100644
--- a/Lib/gflanguages/data/languages/aha_Latn.textproto
+++ b/Lib/gflanguages/data/languages/aha_Latn.textproto
@@ -2,7 +2,12 @@ id: "aha_Latn"
 language: "aha"
 script: "Latn"
 name: "Ahanta"
+autonym: "Ahanta"
+population: 245000
+region: "GH"
 exemplar_chars {
   base: "a A b B d D e E ɛ Ɛ f F g G ɣ Ɣ h H i I ɩ Ɩ k K l L m M n N o O ɔ Ɔ p P s S t T u U ʋ Ʋ v V w W y Y z Z"
   auxiliary: "c C j J q Q r R x X"
-}
\ No newline at end of file
+}
+source: "I. E. Mensah, Anrindha-Erelenza nwuma mɔ di bɔmunli (Ahanta-English book one), Cape Coast, Mfantsiman Press, 1973"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/ahl_Latn.textproto b/Lib/gflanguages/data/languages/ahl_Latn.textproto
index 43493e0590..8748983b97 100644
--- a/Lib/gflanguages/data/languages/ahl_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ahl_Latn.textproto
@@ -2,6 +2,8 @@ id: "ahl_Latn"
 language: "ahl"
 script: "Latn"
 name: "Igo"
+population: 7700
+region: "TG"
 exemplar_chars {
   base: "a A à À á Á b B c C d D ɖ Ɖ e E è È é É ɛ Ɛ f F g G h H i I ì Ì í Í j J k K l L m M n N ŋ Ŋ o O ò Ò ó Ó ɔ Ɔ p P r R s S t T u U ù Ù ú Ú v V w W y Y z Z"
   marks: "◌̀ ◌́"
diff --git a/Lib/gflanguages/data/languages/ahs_Latn.textproto b/Lib/gflanguages/data/languages/ahs_Latn.textproto
index 991184e9b8..edef79c4d1 100644
--- a/Lib/gflanguages/data/languages/ahs_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ahs_Latn.textproto
@@ -2,6 +2,8 @@ id: "ahs_Latn"
 language: "ahs"
 script: "Latn"
 name: "Ashe"
+population: 53000
+region: "NG"
 exemplar_chars {
   base: "a A á Á ã Ã b B c C d D e E é É ẽ Ẽ ɛ Ɛ f F g G h H i I í Í j J k K l L m M n N ŋ Ŋ o O ó Ó õ Õ ɔ Ɔ p P r R t T u U ú Ú ũ Ũ v V w W y Y"
   marks: "◌́ ◌̃"
diff --git a/Lib/gflanguages/data/languages/aht_Latn.textproto b/Lib/gflanguages/data/languages/aht_Latn.textproto
new file mode 100644
index 0000000000..9e1de961df
--- /dev/null
+++ b/Lib/gflanguages/data/languages/aht_Latn.textproto
@@ -0,0 +1,12 @@
+id: "aht_Latn"
+language: "aht"
+script: "Latn"
+name: "Ahtna"
+autonym: "Atnakenaegeʼ"
+region: "US"
+population: 15
+exemplar_chars {
+  base: "A B C D E G H I K L N O S T U X Y Z a b c d e g h i k l n o s t u x y z Ł ł ʼ"
+}
+source: "James Kari, Ahtna Athabaskan dictionary, Alaska Native Language Center, 1990"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/akp_Latn.textproto b/Lib/gflanguages/data/languages/akp_Latn.textproto
index c1173b9ccc..4c59e65415 100644
--- a/Lib/gflanguages/data/languages/akp_Latn.textproto
+++ b/Lib/gflanguages/data/languages/akp_Latn.textproto
@@ -2,6 +2,8 @@ id: "akp_Latn"
 language: "akp"
 script: "Latn"
 name: "Siwu"
+population: 27000
+region: "GH"
 exemplar_chars {
   base: "a A ã Ã b B d D e E f F g G h H i I ĩ Ĩ k K l L m M n N o O p P r R s S t T u U ũ Ũ v V w W y Y z Z ɔ Ɔ ɖ Ɖ ɛ Ɛ ɣ Ɣ"
   marks: "◌̃"
diff --git a/Lib/gflanguages/data/languages/ale_Latn.textproto b/Lib/gflanguages/data/languages/ale_Latn.textproto
index ee765bcd5f..7fdafeba11 100644
--- a/Lib/gflanguages/data/languages/ale_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ale_Latn.textproto
@@ -2,8 +2,13 @@ id: "ale_Latn"
 language: "ale"
 script: "Latn"
 name: "Aleut"
-population: 0
+autonym: "Unangam Tunuu"
+population: 150
 region: "US"
+exemplar_chars {
+  base: "A B D F G H I K L M N O Q R S T U V W X Y Z a b d f g h i k l m n o q r s t u v w x y z Ĝ ĝ"
+  marks: "◌̂"
+}
 sample_text {
   masthead_full: "AaNn"
   masthead_partial: "Ĝĝ"
@@ -18,3 +23,5 @@ sample_text {
   specimen_21: "Anĝaĝinam huzungis agaxtakuu ingisxigikux̂ ama liidax̂ nagan sahnganaxtada. Txin sakaaĝatal anagis mataxchx̂ida inaqamchix̂ agangudaganasaaĝiiĝutakus ludaangan huzuu ngaan quĝasaatakus.\nAnĝaĝinam huzungis agaxtakuu ingisxigikux̂ ama liidax̂ nagan sahnganaxtada. Txin sakaaĝatal anagis mataxchx̂ida inaqamchix̂ agangudaganasaaĝiiĝutakus ludaangan huzuu ngaan quĝasaatakus."
   specimen_16: "Anĝaĝinam huzungis agaxtakuu ingisxigikux̂ ama liidax̂ nagan sahnganaxtada. Txin sakaaĝatal anagis mataxchx̂ida inaqamchix̂ agangudaganasaaĝiiĝutakus ludaangan huzuu ngaan quĝasaatakus.\nAnĝaĝinam huzungis agaxtakuu ingisxigikux̂ ama liidax̂ nagan sahnganaxtada. Txin sakaaĝatal anagis mataxchx̂ida inaqamchix̂ agangudaganasaaĝiiĝutakus ludaangan huzuu ngaan quĝasaatakus.\nAnĝaĝinam huzungis agaxtakuu ingisxigikux̂ ama liidax̂ nagan sahnganaxtada. Txin sakaaĝatal anagis mataxchx̂ida inaqamchix̂ agangudaganasaaĝiiĝutakus ludaangan huzuu ngaan quĝasaatakus.\nAnĝaĝinam huzungis agaxtakuu ingisxigikux̂ ama liidax̂ nagan sahnganaxtada. Txin sakaaĝatal anagis mataxchx̂ida inaqamchix̂ agangudaganasaaĝiiĝutakus ludaangan huzuu ngaan quĝasaatakus."
 }
+source: "Wikipedia"
+source: "Knut Bergsland, Aleut Dictionary = Unangam Tunudgusii an unabridged lexicon of the Aleutian, Pribilof, and Commander Islands Aleut language, Fairbanks, AK: Alaska Native Language Center, University of Alaska, 1994"
diff --git a/Lib/gflanguages/data/languages/anc_Latn.textproto b/Lib/gflanguages/data/languages/anc_Latn.textproto
index 96b3625bda..abc364bc42 100644
--- a/Lib/gflanguages/data/languages/anc_Latn.textproto
+++ b/Lib/gflanguages/data/languages/anc_Latn.textproto
@@ -2,8 +2,13 @@ id: "anc_Latn"
 language: "anc"
 script: "Latn"
 name: "Ngas"
+autonym: "Ngas"
+population: 740000
+region: "NG"
 exemplar_chars {
   base: "a A à À á Á b B ɓ Ɓ c C d D ɗ Ɗ e E è È é É ə Ə f F g G h H ḥ Ḥ i I ì Ì í Í j J k K ƙ Ƙ l L m M n N ṇ Ṇ o O ò Ò ó Ó p P r R s S t T u U ù Ù ú Ú v V w W y Y z Z ẓ Ẓ"
   marks: "◌̀ ◌́ ◌̣"
   auxiliary: "q Q x X"
-}
\ No newline at end of file
+}
+source: "Rhonda L. Hartell, Alphabets de langues africaines, 1993, p. 208"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/ank_Latn.textproto b/Lib/gflanguages/data/languages/ank_Latn.textproto
index d7c02b6280..3d6b944ad4 100644
--- a/Lib/gflanguages/data/languages/ank_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ank_Latn.textproto
@@ -2,6 +2,8 @@ id: "ank_Latn"
 language: "ank"
 script: "Latn"
 name: "Goemai"
+population: 200000
+region: "NG"
 exemplar_chars {
   base: "a A b B ɓ Ɓ c C d D ɗ Ɗ e E f F g G h H i I j J k K ƙ Ƙ l L m M n N o O p P r R s S t T u U v V w W y Y z Z"
   marks: "◌̱"
diff --git a/Lib/gflanguages/data/languages/ann_Latn.textproto b/Lib/gflanguages/data/languages/ann_Latn.textproto
index 1311843964..2aa433a044 100644
--- a/Lib/gflanguages/data/languages/ann_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ann_Latn.textproto
@@ -2,8 +2,12 @@ id: "ann_Latn"
 language: "ann"
 script: "Latn"
 name: "Obolo"
+population: 336000
+region: "NG"
 exemplar_chars {
-  base: "a A à À â Â b B c C d D e E è È ê Ê f F g G h H i I ì Ì î Î j J k K l L m M n N ǹ Ǹ o O ò Ò ô Ô ọ Ọ ộ Ộ p P r R s S t T u U ù Ù û Û v V w W"
+  base: "a A à À â Â b B c C d D e E è È ê Ê f F g G h H i I ì Ì î Î j J k K l L m M n N ǹ Ǹ {n̄} {N̄} o O ò Ò ô Ô ọ Ọ {ọ̀} {Ọ̀} ộ Ộ p P r R s S t T u U ù Ù û Û v V w W"
   marks: "◌̀ ◌̂ ◌̄ ◌̣"
   auxiliary: "q Q x X"
 }
+source: "https://www.bible.com/bible/1582/GEN.1.ANNA"
+source: "https://www.obololanguage.org"
diff --git a/Lib/gflanguages/data/languages/anv_Latn.textproto b/Lib/gflanguages/data/languages/anv_Latn.textproto
index 3181da913b..b9e8b41bb3 100644
--- a/Lib/gflanguages/data/languages/anv_Latn.textproto
+++ b/Lib/gflanguages/data/languages/anv_Latn.textproto
@@ -2,6 +2,8 @@ id: "anv_Latn"
 language: "anv"
 script: "Latn"
 name: "Denya"
+population: 36000
+region: "CM"
 exemplar_chars {
   base: "a A b B c C d D e E f F g G h H i I j J k K l L m M n N o O p P r R s S t T u U v V w W y Y ŋ Ŋ ɔ Ɔ ɛ Ɛ"
   marks: "◌́"
diff --git a/Lib/gflanguages/data/languages/anw_Latn.textproto b/Lib/gflanguages/data/languages/anw_Latn.textproto
new file mode 100644
index 0000000000..7ac6437f9b
--- /dev/null
+++ b/Lib/gflanguages/data/languages/anw_Latn.textproto
@@ -0,0 +1,13 @@
+id: "anw_Latn"
+language: "anw"
+script: "Latn"
+name: "Anaang"
+autonym: "Anaañ"
+population: 2900000
+region: "NG"
+exemplar_chars {
+  base: "a A b B c C d D e E f F g G h H i I j J k K l L m M n N ñ Ñ o O ö Ö p P q Q r R s S u U ü Ü w W y Y"
+  marks: "◌̃ ◌̈"
+}
+source: "Ernest Owulette, Annang-English dictionary: Anaañ heritage dictionary, 2019"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/any_Latn.textproto b/Lib/gflanguages/data/languages/any_Latn.textproto
index d046a2f7c5..3ca944fa18 100644
--- a/Lib/gflanguages/data/languages/any_Latn.textproto
+++ b/Lib/gflanguages/data/languages/any_Latn.textproto
@@ -2,8 +2,15 @@ id: "any_Latn"
 language: "any"
 script: "Latn"
 name: "Anyin"
+autonym: "anyi"
+population: 1506400
+region: "CI"
+region: "GH"
 exemplar_chars {
   base: "a A â Â b B c C d D e E f F g G h H i I j J k K l L m M n N o O p P s S t T u U v V w W y Y z Z ɔ Ɔ ɛ Ɛ ɩ Ɩ ʋ Ʋ"
   marks: "◌̂ ◌́"
   auxiliary: "q Q r R x X"
-}
\ No newline at end of file
+}
+source: "Rhonda L. Hartell, Alphabets of Africa, 1993, p. 118"
+source: "Ettien N. Koffi, Guide d’orthographe et de lecture de l’agni morofou — Anyin Mɔlɔfʋ Ngɛlɛlɩɛ nɩn Nince Kɩnngalɛ Fuluwa, Bongouanou, CATA (Centre d’alphabétisation et de traduction en agni, 2009"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/avn_Latn.textproto b/Lib/gflanguages/data/languages/avn_Latn.textproto
index 127ba6f481..2b1c51ba2e 100644
--- a/Lib/gflanguages/data/languages/avn_Latn.textproto
+++ b/Lib/gflanguages/data/languages/avn_Latn.textproto
@@ -2,7 +2,12 @@ id: "avn_Latn"
 language: "avn"
 script: "Latn"
 name: "Avatime"
+autonym: "Sia"
+population: 24000
+region: "GH"
 exemplar_chars {
   base: "a A b B d D ɖ Ɖ e E ɛ Ɛ f F ƒ Ƒ g G h H i I k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U v V ʋ Ʋ w W y Y z Z"
   auxiliary: "c C j J q Q x X"
-}
\ No newline at end of file
+}
+source: "GILLBT"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/ayb_Latn.textproto b/Lib/gflanguages/data/languages/ayb_Latn.textproto
index e316aa1326..dff01bd7bb 100644
--- a/Lib/gflanguages/data/languages/ayb_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ayb_Latn.textproto
@@ -1,8 +1,13 @@
 id: "ayb_Latn"
 language: "ayb"
 script: "Latn"
-name: "Ayizo-Gbe"
+name: "Ayizo Gbe"
+autonym: "ayizo-nu"
+population: 400000
+region: "BJ"
 exemplar_chars {
   base: "a A b B d D ɗ Ɗ e E ɛ Ɛ f F g G h H i I j J k K l L m M n N o O ɔ Ɔ p P r R s S t T u U v V w W x X z Z"
   auxiliary: "c C q Q y Y"
-}
\ No newline at end of file
+}
+source: "Centre national de linguistique appliquée (C.E.N.A.L.A.), Alphabet des langues nationales béninoises, 2008, p. 5-6."
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/azo_Latn.textproto b/Lib/gflanguages/data/languages/azo_Latn.textproto
new file mode 100644
index 0000000000..1981a1481a
--- /dev/null
+++ b/Lib/gflanguages/data/languages/azo_Latn.textproto
@@ -0,0 +1,13 @@
+id: "azo_Latn"
+language: "azo"
+script: "Latn"
+name: "Awing"
+autonym: "awing"
+population: 19000
+region: "CM"
+exemplar_chars {
+  base: "A B C D E F G H I J K L M N O P S T U W Y Z a b c d e f g h i j k l m n o p s t u w y z Á Â É Ê Í Î Ó Ô Ú Û á â é ê í î ó ô ú û Ě ě Ŋ ŋ Ɔ Ə Ɛ Ɨ Ǎ ǎ Ǐ ǐ Ǒ ǒ Ǔ ǔ ɔ ə ɛ ɨ ʼ"
+  marks: "◌́ ◌̂ ◌̌"
+}
+source: "Christian Alomofor, Stephen C. Anderson, Awing Orthography Guide, SIL, 2005"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/bav_Latn.textproto b/Lib/gflanguages/data/languages/bav_Latn.textproto
index bc23391283..f89ff50708 100644
--- a/Lib/gflanguages/data/languages/bav_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bav_Latn.textproto
@@ -2,6 +2,8 @@ id: "bav_Latn"
 language: "bav"
 script: "Latn"
 name: "Vengo"
+population: 27000
+region: "CM"
 exemplar_chars {
   base: "a A b B d D e E f F g G h H i I j J k K l L m M n N o O s S t T u U ú Ú v V w W y Y z Z ŋ Ŋ ɔ Ɔ ə Ə ɨ Ɨ ꞌ Ꞌ"
   marks: "◌̰ ◌́ ◌̀"
diff --git a/Lib/gflanguages/data/languages/bba_Latn.textproto b/Lib/gflanguages/data/languages/bba_Latn.textproto
index 33ab2d88d4..28196456ca 100644
--- a/Lib/gflanguages/data/languages/bba_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bba_Latn.textproto
@@ -2,6 +2,15 @@ id: "bba_Latn"
 language: "bba"
 script: "Latn"
 name: "Baatonum"
+population: 1300000
+region: "BJ"
+region: "NG"
+exemplar_chars {
+  base: "a ã Ã A b B d D e E ɛ Ɛ ɛ̃ Ɛ̃ f F g G gb {GB} i I ĩ Ĩ k K kp {KP} l L m M n N o O ɔ Ɔ {ɔ̃} {Ɔ̃} p P r R s S t T u U ũ Ũ w W y Y"
+  auxiliary: "c C h H j J q Q v V z Z"
+  marks: "◌̃"
+  index: "A B D E Ɛ F G {Gb} I K {Kp} L M N O Ɔ P R S T U W Y"
+}
 sample_text {
   masthead_full: "BbAa"
   masthead_partial: "Tt"
@@ -16,3 +25,4 @@ sample_text {
   specimen_21: "Ba tɔmbu kpuro marawa ba tii mɔ, ba nɛ, girima ka saria sɔɔ. Ba ra bwisiku, ba dasabu mɔ, ma n weene ba n waasinɛ mɛrobisiru sɔɔ.\nBa tɔmbu kpuro marawa ba tii mɔ, ba nɛ, girima ka saria sɔɔ. Ba ra bwisiku, ba dasabu mɔ, ma n weene ba n waasinɛ mɛrobisiru sɔɔ.\nBa tɔmbu kpuro marawa ba tii mɔ, ba nɛ, girima ka saria sɔɔ. Ba ra bwisiku, ba dasabu mɔ, ma n weene ba n waasinɛ mɛrobisiru sɔɔ."
   specimen_16: "Ba tɔmbu kpuro marawa ba tii mɔ, ba nɛ, girima ka saria sɔɔ. Ba ra bwisiku, ba dasabu mɔ, ma n weene ba n waasinɛ mɛrobisiru sɔɔ.\nBa tɔmbu kpuro marawa ba tii mɔ, ba nɛ, girima ka saria sɔɔ. Ba ra bwisiku, ba dasabu mɔ, ma n weene ba n waasinɛ mɛrobisiru sɔɔ.\nBa tɔmbu kpuro marawa ba tii mɔ, ba nɛ, girima ka saria sɔɔ. Ba ra bwisiku, ba dasabu mɔ, ma n weene ba n waasinɛ mɛrobisiru sɔɔ.\nBa tɔmbu kpuro marawa ba tii mɔ, ba nɛ, girima ka saria sɔɔ. Ba ra bwisiku, ba dasabu mɔ, ma n weene ba n waasinɛ mɛrobisiru sɔɔ.\nBa tɔmbu kpuro marawa ba tii mɔ, ba nɛ, girima ka saria sɔɔ. Ba ra bwisiku, ba dasabu mɔ, ma n weene ba n waasinɛ mɛrobisiru sɔɔ."
 }
+source: "Centre national de linguistique appliquée (CENALA), Alphabet des langues nationales, Cotonou, CENALA, 1990"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/bbo_Latn.textproto b/Lib/gflanguages/data/languages/bbo_Latn.textproto
new file mode 100644
index 0000000000..bbbe021d0c
--- /dev/null
+++ b/Lib/gflanguages/data/languages/bbo_Latn.textproto
@@ -0,0 +1,12 @@
+id: "bbo_Latn"
+language: "bbo"
+script: "Latn"
+name: "Northern Bobo Madaré"
+autonym: "kʋnabɩrɩ"
+population: 119000
+region: "BF"
+exemplar_chars {
+  base: "A B D E Ɛ F G H I Ɩ J K L M N Ɲ Ŋ O Ɔ P R S T U Ʋ V W Y a b d e ɛ f g h i ɩ j k l m n ɲ ŋ o ɔ p r s t u ʋ v w y"
+}
+source: "Wikipedia"
+source: "https://mooreburkina.com/en/songs-and-music/alphabet-clips-burkina-languages"
diff --git a/Lib/gflanguages/data/languages/bfo_Latn.textproto b/Lib/gflanguages/data/languages/bfo_Latn.textproto
new file mode 100644
index 0000000000..ed82d00b89
--- /dev/null
+++ b/Lib/gflanguages/data/languages/bfo_Latn.textproto
@@ -0,0 +1,13 @@
+id: "bfo_Latn"
+language: "bfo"
+script: "Latn"
+name: "Malba Birifor"
+autonym: "bɩrfʋɔr"
+population: 108000
+region: "BF"
+exemplar_chars {
+  base: "A Ã B Ɓ C D E Ẽ Ɛ {Ɛ̃} F G H I Ĩ Ɩ {Ɩ̃} J K L M N O Õ Ɔ {Ɔ̃} P R S T U Ũ Ʋ {Ʋ̃} V W Y Ƴ a ã b ɓ c d e ẽ ɛ {ɛ̃} f g h i ĩ ɩ {ɩ̃} j k l m n o õ ɔ {ɔ̃} p r s t u ũ ʋ {ʋ̃} v w y ƴ"
+  marks: "◌̃"
+}
+source: "Wikipedia"
+source: "https://mooreburkina.com/en/songs-and-music/alphabet-clips-burkina-languages"
diff --git a/Lib/gflanguages/data/languages/bib_Latn.textproto b/Lib/gflanguages/data/languages/bib_Latn.textproto
index a67b18ebc5..f77a895c6c 100644
--- a/Lib/gflanguages/data/languages/bib_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bib_Latn.textproto
@@ -1,8 +1,18 @@
 id: "bib_Latn"
 language: "bib"
 script: "Latn"
-name: "Bisa"
+name: "Bissa"
+autonym: "bɩsa barka"
+population: 1150000
+region: "BF"
+region: "GH"
+region: "CI"
+region: "TG"
 exemplar_chars {
-  base: "a A b B c C d D e E ə Ə ɛ Ɛ f F g G h H i I ɩ Ɩ j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U ʋ Ʋ v V w W y Y z Z ʊ Ʊ"
-  auxiliary: "q Q x X"
-}
\ No newline at end of file
+  base: "a A á Á à À b B d D e E ə Ə ɛ Ɛ f F g G h H i I ɩ Ɩ k K l L m M n N ɲ Ɲ ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U v V ʋ Ʋ w W y Y z Z"
+  marks: "◌̀ ◌́"
+  auxiliary: "c C j J q Q ʊ Ʊ x X"
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/bissa-barka"
+source: "https://www.bissa-barka.net"
diff --git a/Lib/gflanguages/data/languages/bkm_Latn.textproto b/Lib/gflanguages/data/languages/bkm_Latn.textproto
index fb3579e286..facd77aaf7 100644
--- a/Lib/gflanguages/data/languages/bkm_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bkm_Latn.textproto
@@ -4,3 +4,9 @@ script: "Latn"
 name: "Kom"
 population: 360685
 region: "CM"
+exemplar_chars {
+  base: "A Æ B C D E F G H I Ɨ J ’ K L M N {NY} Ŋ O Œ S T U V W Y Z a æ b c d e f g h i ɨ j k l m n {ny} ŋ o œ s t u v w y z À {Æ̀} È Ì {Ɨ̀} Ò {Œ̀} Ù Â {Æ̂} Ê Î {Ɨ̂} Ô {Œ̂} Û à {æ̀} è ì {ɨ̀} ò {œ̀} ù â {æ̂} ê î {ɨ̂} ô {œ̂} û"
+  marks: "◌̀ ◌̂"
+}
+source: "Wikipedia"
+source: "Paul Kawldim Kimbi, Relativization in Kom, Nairobi Evangelical Graduate School of Theology, 2005."
diff --git a/Lib/gflanguages/data/languages/bmq_Latn.textproto b/Lib/gflanguages/data/languages/bmq_Latn.textproto
index 0aba03bc8f..c614ed5c1a 100644
--- a/Lib/gflanguages/data/languages/bmq_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bmq_Latn.textproto
@@ -2,5 +2,11 @@ id: "bmq_Latn"
 language: "bmq"
 script: "Latn"
 name: "Bomu"
+autonym: "bomu"
 population: 168159
 region: "ML"
+exemplar_chars {
+  base: "A B C D E F G H I K L M N O P R S T U V W Y Z a b c d e f g h i k l m n o p r s t u v w y z Ɓ Ɛ Ɲ ɓ ɛ ɲ ʼ"
+}
+source: "République du Mali, Direction nationale de l’alphabétisation fonctionnelle et de la linguistique appliquée, Alphabets et règles d’orthographe des langues nationales, Bamako, DNAFLA, 1993"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/box_Latn.textproto b/Lib/gflanguages/data/languages/box_Latn.textproto
index f37cd7d90b..d1b3714bc6 100644
--- a/Lib/gflanguages/data/languages/box_Latn.textproto
+++ b/Lib/gflanguages/data/languages/box_Latn.textproto
@@ -2,7 +2,12 @@ id: "box_Latn"
 language: "box"
 script: "Latn"
 name: "Buamu"
+autonym: "buamu"
+population: 268000
+region: "BF"
 exemplar_chars {
-  base: "a A ã Ã b B c C d D e E f F h H i I ĩ Ĩ k K l L m M n N o O p P r R s S t T u U ũ Ũ v V w W y Y z Z ɓ Ɓ ɔ Ɔ ɛ Ɛ ɲ Ɲ"
-  marks: "◌̃ ◌̀ ◌́"
-}
\ No newline at end of file
+  base: "a A b B ɓ Ɓ c C d D e E ɛ Ɛ f F h H i I k K l L m M n N ɲ Ɲ o O ɔ Ɔ p P r R s S t T u U v V w W y Y z Z Á É {Ɛ́} Í Ó {Ɔ́} Ú Ń À È {Ɛ̀} Ì Ò {Ɔ̀} Ù á é {ɛ́} í ó {ɔ́} ú ń à è {ɛ̀} ì ò {ɔ̀} ù Ã {Ɛ̃} Ĩ {Ɔ̃} Ũ ã {ɛ̃} ĩ {ɔ̃} ũ {Ã̀} {Ɛ̃̀} {Ĩ̀} {Ɔ̃̀} {Ũ̀} {ã̀} {ɛ̃̀} {ĩ̀} {ɔ̃̀} {ũ̀} {Ã́} {Ɛ̃́} {Ĩ́} {Ɔ̃́} Ṹ {ã́} {ɛ̃́} {ĩ́} {ɔ̃́} ṹ"
+  marks: "◌̀ ◌́ ◌̃"
+}
+source: "Wikipedia"
+source: "https://mooreburkina.com/en/songs-and-music/alphabet-clips-burkina-languages"
diff --git a/Lib/gflanguages/data/languages/boz_Latn.textproto b/Lib/gflanguages/data/languages/boz_Latn.textproto
index c8bfc12b77..3b7af8fe89 100644
--- a/Lib/gflanguages/data/languages/boz_Latn.textproto
+++ b/Lib/gflanguages/data/languages/boz_Latn.textproto
@@ -1,8 +1,14 @@
 id: "boz_Latn"
 language: "boz"
 script: "Latn"
-name: "Bozo, Tieyaxo"
+name: "Tiéyaxo Bozo"
+autonym: "bozo-tigemaxoo"
+population: 335000
+region: "ML"
 exemplar_chars {
   base: "a A b B d D e E ɛ Ɛ f F g G h H i I j J k K l L m M n N ɲ Ɲ ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U w W x X y Y"
   auxiliary: "c C v V z Z"
-}
\ No newline at end of file
+}
+source: "Lisons le bozo: Cours d’introduction pour tous ceux qui parlent le bozo-tigemaxo et qui savent lire en français, Sevaré, république du Mali, Équipe Bozo, 2010"
+source: "République du Mali, Direction nationale de l’alphabétisation fonctionnelle et de la linguistique appliquée, Alphabets et règles d’orthographe des langues nationales, Bamako, DNAFLA, 1993"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/bqc_Latn.textproto b/Lib/gflanguages/data/languages/bqc_Latn.textproto
index 8250c2ac58..32d3d2dc11 100644
--- a/Lib/gflanguages/data/languages/bqc_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bqc_Latn.textproto
@@ -2,8 +2,15 @@ id: "bqc_Latn"
 language: "bqc"
 script: "Latn"
 name: "Boko"
+population: 160000
+region: "BJ"
+region: "NG"
 exemplar_chars {
-  base: "a A á Á ã Ã b B d D e E è È ɛ Ɛ f F g G i I í Í ĩ Ĩ k K l L m M n N o O ó Ó ɔ Ɔ p P s S t T u U ú Ú ũ Ũ ṹ Ṹ v V w W y Y z Z"
+  base: "a A á Á à À ã Ã {ã́} {Ã́} {ã̀} {Ã̀} b B d D e E é É è È ɛ Ɛ {ɛ́} {Ɛ́} {ɛ̀} {Ɛ̀} {ɛ̃} {Ɛ̃} {ɛ̃́} {Ɛ̃́} {ɛ̃̀} {Ɛ̃̀} f F g G i I í Í ì Ì ĩ Ĩ {ĩ́} {Ĩ́} {ĩ̀} {Ĩ̀} k K l L m M n N o O ó Ó ò Ò ɔ Ɔ {ɔ́} {Ɔ́} {ɔ̀} {Ɔ̀} {ɔ̃} {Ɔ̃} {ɔ̃́} {Ɔ̃́} {ɔ̃̀} {Ɔ̃̀} p P s S t T u U ú Ú ù Ù ũ Ũ ṹ Ṹ {ũ̀} {Ũ̀} v V w W y Y z Z"
   marks: "◌́ ◌̃ ◌̀"
   auxiliary: "c C h H j J q Q r R x X"
-}
\ No newline at end of file
+}
+note: "Centre national de linguistique appliquée (CENALA), Alphabet des langues nationales, Cotonou, CENALA, 1990"
+source: "Bòó Bibeli Luayãtaala, SIM International, 2010, https://www.bible.com/bible/1155/MAT.1.BBL2010"
+source: "SLDR"
+source: "Wikipedia"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/bqj_Latn.textproto b/Lib/gflanguages/data/languages/bqj_Latn.textproto
index 143f5a74a7..d8be3e2a20 100644
--- a/Lib/gflanguages/data/languages/bqj_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bqj_Latn.textproto
@@ -2,7 +2,9 @@ id: "bqj_Latn"
 language: "bqj"
 script: "Latn"
 name: "Bandial"
+population: 13000
+region: "SN"
 exemplar_chars {
-  base: "a A á Á b B c C ĉ Ĉ d D e E é É f F g G h H i I í Í j J k K l L m M n N ñ Ñ o O ó Ó p P r R s S t T u U ú Ú v V w W y Y ŋ Ŋ ᵽ Ᵽ"
+  base: "a A á Á b B c C ĉ Ĉ d D e E é É f F g G h H i I í Í j J k K l L m M n N ñ Ñ ŋ Ŋ o O ó Ó p P ᵽ Ᵽ r R s S t T u U ú Ú v V w W y Y"
   marks: "◌́ ◌̂ ◌̃"
 }
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/bqp_Latn.textproto b/Lib/gflanguages/data/languages/bqp_Latn.textproto
index 098b23eb19..2e8802788b 100644
--- a/Lib/gflanguages/data/languages/bqp_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bqp_Latn.textproto
@@ -2,8 +2,12 @@ id: "bqp_Latn"
 language: "bqp"
 script: "Latn"
 name: "Bisã"
+population: 21000
+region: "NG"
 exemplar_chars {
-  base: "a A á Á à À ã Ã b B c C d D e E é É è È ɛ Ɛ f F g G h H i I í Í ì Ì ĩ Ĩ j J k K l L m M ḿ Ḿ n N ń Ń ǹ Ǹ o O ó Ó ò Ò ɔ Ɔ p P r R s S t T u U ú Ú ù Ù ũ Ũ v V w W y Y z Z"
+  base: "a A á Á à À ã Ã {ã̀} {Ã̀} b B c C d D e E é É è È ɛ Ɛ {ɛ́} {Ɛ́} {ɛ̀} {Ɛ̀} {ɛ̃} {Ɛ̃} f F g G h H i I í Í ì Ì ĩ Ĩ {ĩ̀} {Ĩ̀} j J k K l L m M ḿ Ḿ n N ń Ń ǹ Ǹ o O ó Ó ò Ò ɔ Ɔ {ɔ́} {Ɔ́} {ɔ̀} {Ɔ̀} {ɔ̃} {Ɔ̃} {ɔ̃̀} {Ɔ̃̀} p P r R s S t T u U ú Ú ù Ù ũ Ũ {ũ̀} {Ũ̀} v V w W y Y z Z"
   marks: "◌́ ◌̀ ◌̃"
   auxiliary: "q Q x X"
 }
+source: "Bisã Bible, SIM International, 2005"
+source: "SLDR"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/bsc_Latn.textproto b/Lib/gflanguages/data/languages/bsc_Latn.textproto
index f48946a6c4..edf1865246 100644
--- a/Lib/gflanguages/data/languages/bsc_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bsc_Latn.textproto
@@ -2,8 +2,13 @@ id: "bsc_Latn"
 language: "bsc"
 script: "Latn"
 name: "Bassari"
+autonym: "oniyan"
 population: 15264
 region: "SN"
 exemplar_chars {
-  base: "a A b B ɓ Ɓ c C d D ɗ Ɗ e E ë Ë f F g G h H i I j J k K l L m M n N ñ Ñ ŋ Ŋ o O p P r R s S ŝ Ŝ t T u U w W y Y ƴ Ƴ"
+  base: "a A b B ɓ Ɓ c C d D ɗ Ɗ e E é É ë Ë f F g G h H ĥ Ĥ i I j J k K l L m M n N ñ Ñ ŋ Ŋ o O ó Ó p P r R s S ŝ Ŝ t T u U w W ŵ Ŵ y Y ŷ Ŷ ƴ Ƴ"
+  auxiliary: "{h̃} {H̃} {w̃} {W̃} ỹ Ỹ"
+  marks: "◌́ ◌̈ ◌̂ ◌̃"
 }
+source: "République du Sénégal, Décret no 2005-987 relatif à l’orthographe et la séparation des mots en oniyan, 21 octobre 2005"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/bsc_Latn_GN.textproto b/Lib/gflanguages/data/languages/bsc_Latn_GN.textproto
new file mode 100644
index 0000000000..088640c917
--- /dev/null
+++ b/Lib/gflanguages/data/languages/bsc_Latn_GN.textproto
@@ -0,0 +1,12 @@
+id: "bsc_Latn"
+language: "bsc"
+script: "Latn"
+name: "Bassari"
+autonym: "oneyan"
+population: 18000
+region: "GN"
+exemplar_chars {
+  base: "A B Ɓ C D Ɗ E Ǝ Ɛ F G H I J Ɉ K L M N Ŋ Ɲ O Ɔ P R S Ʃ T U V W Y Ƴ a b ɓ c d ɗ e ǝ ɛ f g h i j ɉ k l m n ŋ ɲ o ɔ p r s ʃ t u v w y ƴ"
+}
+source: "Institut de recherches linguistiques appliquées, Le nouvel alphabet des langues guinéennes, Conakry, Institut de recherches linguistiques appliquées, 2015"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/bss_Latn.textproto b/Lib/gflanguages/data/languages/bss_Latn.textproto
index f90364fda3..d2a240df61 100644
--- a/Lib/gflanguages/data/languages/bss_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bss_Latn.textproto
@@ -2,5 +2,13 @@ id: "bss_Latn"
 language: "bss"
 script: "Latn"
 name: "Akoose"
+autonym: "Akɔɔse"
 population: 149823
 region: "CM"
+exemplar_chars {
+  base: "A B D E F G H I J K L M N O P R S T U V W Y a b d e f g h i j k l m n o p r s t u v w y á â é ê í î ó ô ú û ě Ŋ ŋ Ɔ Ə Ɛ ǎ ǐ ǒ ǔ ɔ ə ɛ ʼ"
+  marks: "◌́ ◌̂ ◌̌"
+}
+source: "Bakossi Language Committee, E’kii bé Akɔɔse (The Bakossi Alphabet), SIL Camerun, 1995"
+source: "Wikipedia"
+source: "https://www.webonary.org/akoose"
diff --git a/Lib/gflanguages/data/languages/buc_Latn.textproto b/Lib/gflanguages/data/languages/buc_Latn.textproto
index a397e61745..c639a4c031 100644
--- a/Lib/gflanguages/data/languages/buc_Latn.textproto
+++ b/Lib/gflanguages/data/languages/buc_Latn.textproto
@@ -6,7 +6,7 @@ autonym: "Shibushi"
 population: 44620
 region: "YT"
 exemplar_chars {
-  base: "A B D E F G H I K L M N O P R S T U V W X Y Z Ɓ Ɗ N̈ a b d e f g h i k l m n o p r s t u v w x y z ɓ ɗ n̈"
+  base: "A B D E F G H I K L M N O P R S T U V W X Y Z Ɓ Ɗ {N̈} a b d e f g h i k l m n o p r s t u v w x y z ɓ ɗ {n̈}"
   auxiliary: "C J Q c j q"
   marks: "◌̈"
 }
diff --git a/Lib/gflanguages/data/languages/bus_Latn.textproto b/Lib/gflanguages/data/languages/bus_Latn.textproto
index bde05c73ea..c6f88ce9ff 100644
--- a/Lib/gflanguages/data/languages/bus_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bus_Latn.textproto
@@ -2,6 +2,8 @@ id: "bus_Latn"
 language: "bus"
 script: "Latn"
 name: "Bokobaru"
+population: 62000
+region: "NG"
 exemplar_chars {
   base: "a A b B c C d D e E f F g G h H i I j J k K l L m M n N o O p P r R s S t T u U v V w W x X y Y z Z"
   auxiliary: "q Q"
diff --git a/Lib/gflanguages/data/languages/buw_Latn.textproto b/Lib/gflanguages/data/languages/buw_Latn.textproto
new file mode 100644
index 0000000000..3a06765521
--- /dev/null
+++ b/Lib/gflanguages/data/languages/buw_Latn.textproto
@@ -0,0 +1,13 @@
+id: "buw_Latn"
+language: "buw"
+script: "Latn"
+name: "gevové"
+population: 4000
+region: "GA"
+exemplar_chars {
+    base: "a A b B d D e E ɛ Ɛ g G i I k K l L m M {mb} {Mb} n N {nd} {Nd} {ng} {Ng} {nz} {Nz} ɲ Ɲ o O ɔ Ɔ p P s S t T {ts} {Ts} u U v V w W y Y"
+    auxiliary: "ꞵ Ꞵ ɣ Ɣ {dy} {Dy} {ny} {Ny}"
+}
+source: "Roger Mickala Manfoumbi, Lexique pove-français français-pove, éditions Raponda Walker, 2004"
+source: "Hugues Steve Ndinga-Koumba-Binza, “Lexique Pove–Français/Français–Pove, Mickala Manfoumbi: Seconde Note de Lecture”, Lexikos 16, 2006, 293-308"
+source: "Lolke J. Van der Veen, “Ɣeꞵoꞵe”, Revue gabonaise des sciences de l’Homme, no. 2 “Actes du séminaire des experts : Alphabet scientifique des langues du Gabon (20/24 février 1989)”, 1990, 192‒195"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/bwj_Latn.textproto b/Lib/gflanguages/data/languages/bwj_Latn.textproto
new file mode 100644
index 0000000000..c86931c599
--- /dev/null
+++ b/Lib/gflanguages/data/languages/bwj_Latn.textproto
@@ -0,0 +1,13 @@
+id: "bwj_Latn"
+language: "bwj"
+script: "Latn"
+name: "Láá Láá Bwamu"
+autonym: "bũamu laa"
+population: 69200
+region: "BF"
+exemplar_chars {
+  base: "A B Ɓ C D E Ɛ F H I K L M N Ɲ O Ɔ P R S T U V W Y Z a b ɓ c d e ɛ f h i k l m n ɲ o ɔ p r s t u v w y z {Ɛ̃} Ĩ Ũ {ɛ̃} ĩ ũ {Ɛ̃̀} {Ĩ̀} {Ũ̀} {ɛ̃̀} {ĩ̀} {ũ̀} {Ɛ̃́} {Ĩ́} Ṹ {ɛ̃́} {ĩ́} ṹ"
+}
+source: "Wikipedia"
+source: "https://www.bwamulaa.com"
+source: "https://mooreburkina.com/en/songs-and-music/alphabet-clips-burkina-languages"
diff --git a/Lib/gflanguages/data/languages/bwq_Latn.textproto b/Lib/gflanguages/data/languages/bwq_Latn.textproto
new file mode 100644
index 0000000000..442e7b213a
--- /dev/null
+++ b/Lib/gflanguages/data/languages/bwq_Latn.textproto
@@ -0,0 +1,12 @@
+id: "bwq_Latn"
+language: "bwq"
+script: "Latn"
+name: "Southern Bobo Madaré"
+autonym: "bɔbɔ"
+population: 180000
+region: "BF"
+exemplar_chars {
+  base: "A B D E Ɛ F G I K L M N Ɲ O Ɔ P R S T U V W Y Z a b d e ɛ f g i k l m n ɲ o ɔ p r s t u v w y z"
+}
+source: "Wikipedia"
+source: "https://mooreburkina.com/en/songs-and-music/alphabet-clips-burkina-languages"
diff --git a/Lib/gflanguages/data/languages/byv_Latn.textproto b/Lib/gflanguages/data/languages/byv_Latn.textproto
index b552684cdf..e064390a97 100644
--- a/Lib/gflanguages/data/languages/byv_Latn.textproto
+++ b/Lib/gflanguages/data/languages/byv_Latn.textproto
@@ -2,5 +2,14 @@ id: "byv_Latn"
 language: "byv"
 script: "Latn"
 name: "Medumba"
+autonym: "Mə̀dʉ̂mbɑ̀"
 population: 305195
 region: "CM"
+exemplar_chars {
+  base: "A Ɑ B C D E Ə Ɛ F G {GH} H I J K L M N {NY} Ŋ O Ɔ S {SH} T {TS} U Ʉ V W Y Z a ɑ b c d e ə ɛ f g {gh} h i j k l m n {ny} ŋ o ɔ s {sh} t {ts} u ʉ v w y z ʼ À Â Ǎ È Ê Ě {Ɑ̀} {Ɑ̂} {Ɑ̌} {Ə̀} {Ə̂} {Ə̌} {Ɛ̀} {Ɛ̂} {Ɛ̌} Ì Î Ǐ Ò Ô Ǒ Ù Û Ǔ {Ʉ̀} {Ʉ̂} {Ʉ̌} à â ǎ {ɑ̀} {ɑ̂} {ɑ̌} è ê ě {ə̀} {ə̂} {ə̌} {ɛ̀} {ɛ̂} {ɛ̌} ì î ǐ ò ô ǒ {ɔ̀} {ɔ̂} {ɔ̌} ù û ǔ {ʉ̀} {ʉ̂} {ʉ̌}"
+  index: "A Ɑ B C D E Ə Ɛ F G H I J K L M N Ŋ O Ɔ S T U Ʉ V W Y Z ʼ"
+  marks: "◌̀ ◌̂ ◌̌"
+}
+source: "http://www.webonary.org/mambelema"
+source: "Zenù Production, Cours Medumbà 01, 2021"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/bze_Latn.textproto b/Lib/gflanguages/data/languages/bze_Latn.textproto
index 7f415597f0..6b17719ef9 100644
--- a/Lib/gflanguages/data/languages/bze_Latn.textproto
+++ b/Lib/gflanguages/data/languages/bze_Latn.textproto
@@ -2,5 +2,11 @@ id: "bze_Latn"
 language: "bze"
 script: "Latn"
 name: "Jenaama Bozo"
+autonym: "bozo-jenaama"
 population: 166203
 region: "ML"
+exemplar_chars {
+  base: "A B C D E F G H I J K L M N O P R S T U W Y a b c d e f g h i j k l m n o p r s t u w y Ŋ ŋ Ɔ Ɛ Ɲ ɔ ɛ ɲ"
+}
+source: "Lisons le bozo: Cours d’introduction pour tous ceux qui parlent le bozo-djenama et qui savent lire en français, Sevaré, république du Mali, Équipe Bozo, 2010"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/car_Latn.textproto b/Lib/gflanguages/data/languages/car_Latn.textproto
index bcdea5a6ce..c897e645e4 100644
--- a/Lib/gflanguages/data/languages/car_Latn.textproto
+++ b/Lib/gflanguages/data/languages/car_Latn.textproto
@@ -2,4 +2,15 @@ id: "car_Latn"
 language: "car"
 script: "Latn"
 name: "Carib"
-population: 0
+population: 8600
+region: "BR"
+region: "GF"
+region: "GY"
+region: "SR"
+region: "VE"
+exemplar_chars {
+    base: "a A b B d D e E f F g G h H i I ɨ Ɨ k K l L m M n N o O p P s S t T u U w W y Y ʼ `"
+}
+note: "Courtz (2008) uses ` and y instead of ʼ and ɨ."
+source: "Isabelle Appolinaire, Marie-Hélène Appolinaire, Daniel François et Wellya Jean-Jacques, Kali’na aulan melɨ, 2018"
+source: "Henk Courtz, A Carib Grammar and Dictionary, Leiden University, 2008"
diff --git a/Lib/gflanguages/data/languages/cbj_Latn.textproto b/Lib/gflanguages/data/languages/cbj_Latn.textproto
index a998b88aa5..55ea803fbd 100644
--- a/Lib/gflanguages/data/languages/cbj_Latn.textproto
+++ b/Lib/gflanguages/data/languages/cbj_Latn.textproto
@@ -2,6 +2,8 @@ id: "cbj_Latn"
 language: "cbj"
 script: "Latn"
 name: "Ede Cabe"
+population: 2240
+region: "BJ"
 exemplar_chars {
   base: "a A b B d D e E ɛ Ɛ f F g G h H i I j J k K l L m M n N o O ɔ Ɔ r R s S t T u U w W y Y"
   marks: "◌́ ◌̀"
diff --git a/Lib/gflanguages/data/languages/chp_Latn.textproto b/Lib/gflanguages/data/languages/chp_Latn.textproto
index d998da9465..4cd16bba48 100644
--- a/Lib/gflanguages/data/languages/chp_Latn.textproto
+++ b/Lib/gflanguages/data/languages/chp_Latn.textproto
@@ -4,3 +4,12 @@ script: "Latn"
 name: "Chipewyan"
 population: 753
 region: "CA"
+exemplar_chars {
+    base: "ʔ ɂ Ɂ a A ą Ą á Á {ą́} {Ą́} b B {ch} {CH} {chʼ} {CHʼ} d D {dh} {DH} {ddh} {DDH} {dl} {DL} {dz} {DZ} e E ę Ę é É {ę́} {Ę́} ë Ë {ë́} {Ë́} g G {gh} {GH} h H ı I {ı̨} Į {ı́} Í {ı̨́} {Į́} ł Ł m M n N o O ǫ Ǫ ó Ó {ǫ́} {Ǫ́} r R s S {sh} {SH} t T {tʼ} {Tʼ} {th} {TH} {tł} {TŁ} {tłʼ} {TŁʼ} {ts} {TS} {tsʼ} {TSʼ} {tth} {TTH} {tthʼ} {TTHʼ} u U ų Ų ú Ú {ų́} {Ų́} w W x X y Y z Z"
+    marks: "◌́ ◌̈ ◌̨"
+    auxiliary: "i"
+}
+note: "The unicameral ʔ or the bicameral ɂ Ɂ are used depending on the province: unicameral Ɂ in Saskatchewan, bicameral ɂ Ɂ in Northwest Territories."
+source: "Canada (SCC) and Ireland (NSAI), Proposal to add LATIN SMALL LETTER GLOTTAL STOP to the UCS, N2962R, L2/05-194R, 2005, https://www.unicode.org/L2/L2005/05194r-n2962r-glottal.pdf"
+source: "Dëne Dédlıné Yatıé: Ɂerehtł’ı́scho: Denínu Kuę́ Yatıé: Chipewyan Dictionary, Fort Smith, South Slave Divisional Education Council, 2012"
+source: "Brent Kaulback, Bertha Catholique and Dennis Drygeese, Dëné Sǫłıné Yatıé, Ɂerehtł’ı́s, Łuskëlk’e T’ıné Yatıé, Chipewyan Dictionary, South Slave Divisional Education Council, 2014"
diff --git a/Lib/gflanguages/data/languages/chy_Latn.textproto b/Lib/gflanguages/data/languages/chy_Latn.textproto
index fabaacbd19..50c5ebdb00 100644
--- a/Lib/gflanguages/data/languages/chy_Latn.textproto
+++ b/Lib/gflanguages/data/languages/chy_Latn.textproto
@@ -2,4 +2,13 @@ id: "chy_Latn"
 language: "chy"
 script: "Latn"
 name: "Cheyenne"
-population: 0
+autonym: "Tsėhesenėstsestotse"
+population: 380
+region: "US"
+exemplar_chars {
+    base: "a A á Á ā Ā ȧ Ȧ e E é É ē Ē ė Ė h H k K ʼ m M n N o O ó Ó ō Ō ȯ Ȯ p P s S š Š t T v V x X"
+    marks: "◌́ ◌̇ ◌̂"
+    auxiliary: "â Â ã Ã ä Ä å Å b B c C d D ê Ê ẽ Ẽ ë Ë e̊ E̊ f F g G i I j J l L ô Ô õ Õ ö Ö o̊ O̊ q Q r R u U w W z Z"
+}
+source: "Louise Fisher, Wayne Leman, Leroy Pine Sr. and Marie Sanchez, Cheyenne Dictionary, Lame Deer: Chief Dull Knife College, 2017"
+source: "Wikipedia"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/cic_Latn.textproto b/Lib/gflanguages/data/languages/cic_Latn.textproto
index 3d8b8d7e00..0319e505d0 100644
--- a/Lib/gflanguages/data/languages/cic_Latn.textproto
+++ b/Lib/gflanguages/data/languages/cic_Latn.textproto
@@ -6,7 +6,7 @@ autonym: "Chikashshanompa\'"
 population: 0
 region: "US"
 exemplar_chars {
-  base: "A B C F G H I K L M N O P S T W Y AÌ  IÌ  OÌ  a b c f g h i k l m n o p s t w y aÌ  iÌ  oÌ  \'"
+  base: "a A b B c C f F g G h H i I k K l L m M n N o O p P s S t T w W y Y {aÌ } {AÌ } {iÌ } {IÌ } {oÌ } {OÌ } \'"
   marks: "◌̠"
 }
 sample_text {
diff --git a/Lib/gflanguages/data/languages/cjk_Latn.textproto b/Lib/gflanguages/data/languages/cjk_Latn.textproto
index a2876ba80f..7bba375200 100644
--- a/Lib/gflanguages/data/languages/cjk_Latn.textproto
+++ b/Lib/gflanguages/data/languages/cjk_Latn.textproto
@@ -2,8 +2,13 @@ id: "cjk_Latn"
 language: "cjk"
 script: "Latn"
 name: "Chokwe"
+population: 2500000
 region: "AO"
 region: "CD"
+exemplar_chars {
+  base: "a A c C e E f F g G h H i I j J k K l L m M {mb} {Mb} n N {nd} {Nd} {ng} {Ng} o O p P s S t T u U v V w W x X y Y z Z"
+  auxiliary: "b B d D q Q r R"
+}
 sample_text {
   masthead_full: "MmWw"
   masthead_partial: "Ee"
diff --git a/Lib/gflanguages/data/languages/cko_Latn.textproto b/Lib/gflanguages/data/languages/cko_Latn.textproto
index 07b14fc131..303d09e8de 100644
--- a/Lib/gflanguages/data/languages/cko_Latn.textproto
+++ b/Lib/gflanguages/data/languages/cko_Latn.textproto
@@ -2,8 +2,11 @@ id: "cko_Latn"
 language: "cko"
 script: "Latn"
 name: "Anufo"
+region: "TG"
 exemplar_chars {
   base: "a A b B c C d D e E ɛ Ɛ f F g G h H i I j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U v V w W y Y z Z"
   marks: "◌́"
   auxiliary: "q Q x X"
-}
\ No newline at end of file
+}
+source: "Rhonda L. Hartell, Alphabets de langues africaines, 1993, p. 288"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/cme_Latn.textproto b/Lib/gflanguages/data/languages/cme_Latn.textproto
index dc365855e2..0e8c876d4f 100644
--- a/Lib/gflanguages/data/languages/cme_Latn.textproto
+++ b/Lib/gflanguages/data/languages/cme_Latn.textproto
@@ -2,8 +2,13 @@ id: "cme_Latn"
 language: "cme"
 script: "Latn"
 name: "Cerma"
+autonym: "cerma"
+population: 63000
+region: "BF"
 exemplar_chars {
-  base: "a A ã Ã b B c C d D e E f F g G h H i I ĩ Ĩ j J k K l L m M n N o O p P r R s S t T u U ũ Ũ v V w W y Y ŋ Ŋ ɔ Ɔ ɛ Ɛ"
+  base: "a A ã Ã b B c C d D e E ɛ Ɛ f F g G h H i I ĩ Ĩ j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U ũ Ũ v V w W y Y"
   marks: "◌̃"
   auxiliary: "q Q x X z Z"
-}
\ No newline at end of file
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/cerma"
diff --git a/Lib/gflanguages/data/languages/coo_Latn.textproto b/Lib/gflanguages/data/languages/coo_Latn.textproto
new file mode 100644
index 0000000000..6f8b5180a2
--- /dev/null
+++ b/Lib/gflanguages/data/languages/coo_Latn.textproto
@@ -0,0 +1,14 @@
+id: "coo_Latn"
+language: "coo"
+script: "Latn"
+name: "Comox"
+autonym: "ayʔaǰuθɛm"
+population: 50
+region: "CA"
+exemplar_chars {
+  base: "a æ č e ə ɛ g h i ɩ ǰ k l ɬ ƛ m n o ɔ p q s š t u ʊ w ʷ x y ʸ ʔ θ ᶿ χ"
+  auxiliary: "A Æ b B c C Č d D E Ə Ɛ f F G H I Ɩ j J {J̌} K L Ɬ M N O Ɔ P Q r R S Š T U Ʊ v V W X ꭓ Ꭓ Y z Z Θ Χ"
+  marks: "◌̌ ◌̓"
+}
+source: "FirstVoices"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/cou_Latn.textproto b/Lib/gflanguages/data/languages/cou_Latn.textproto
new file mode 100644
index 0000000000..8d987af38c
--- /dev/null
+++ b/Lib/gflanguages/data/languages/cou_Latn.textproto
@@ -0,0 +1,13 @@
+id: "cou_Latn"
+language: "cou"
+script: "Latn"
+name: "Wamey"
+autonym: "wamey"
+population: 38000
+region: "GN"
+region: "SN"
+exemplar_chars {
+  base: "A B D E F G H I K L M N O P R S T U W X Y a b d e f g h i k l m n o p r s t u w x y Ŋ ŋ Ɔ Ǝ Ɛ Ɲ ǝ ɔ ɛ ɲ"
+}
+source: "Institut de recherches linguistiques appliquées, Le nouvel alphabet des langues guinéennes, Conakry, Institut de recherches linguistiques appliquées, 2015"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/cwe_Latn.textproto b/Lib/gflanguages/data/languages/cwe_Latn.textproto
index 60e1ae0a60..730c6274cb 100644
--- a/Lib/gflanguages/data/languages/cwe_Latn.textproto
+++ b/Lib/gflanguages/data/languages/cwe_Latn.textproto
@@ -2,6 +2,8 @@ id: "cwe_Latn"
 language: "cwe"
 script: "Latn"
 name: "Kwere"
+population: 315000
+region: "TZ"
 exemplar_chars {
   base: "a A b B c C d D e E f F g G h H i I j J k K l L m M n N o O p P s S t T u U v V w W y Y z Z"
 }
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/daa_Latn.textproto b/Lib/gflanguages/data/languages/daa_Latn.textproto
index 86643cb9f8..031ef8596e 100644
--- a/Lib/gflanguages/data/languages/daa_Latn.textproto
+++ b/Lib/gflanguages/data/languages/daa_Latn.textproto
@@ -2,7 +2,9 @@ id: "daa_Latn"
 language: "daa"
 script: "Latn"
 name: "Dangaléat"
+population: 60000
+region: "TD"
 exemplar_chars {
-  base: "a A b B c C d D e E g G h H i I j J k K l L m M n N o O p P r R s S t T u U w W y Y z Z ŋ Ŋ ƴ Ƴ ɓ Ɓ ɗ Ɗ"
+  base: "a A b B ɓ Ɓ c C d D ɗ Ɗ e E g G h H i I j J k K l L m M n N {n̰} {N̰} ŋ Ŋ o O p P r R s S t T u U w W y Y ƴ Ƴ z Z"
   marks: "◌̰"
 }
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/dga_Latn.textproto b/Lib/gflanguages/data/languages/dga_Latn.textproto
index 5d135f51c1..b2cc929d62 100644
--- a/Lib/gflanguages/data/languages/dga_Latn.textproto
+++ b/Lib/gflanguages/data/languages/dga_Latn.textproto
@@ -3,6 +3,10 @@ language: "dga"
 script: "Latn"
 name: "Dagaare, Southern"
 region: "GH"
+exemplar_chars {
+  base: "a A b B c C d D e E ɛ Ɛ f F g G {gb} {Gb} {gy} {Gy} h H i I k K {kp} {Kp} {ky} {Ky} l L m M n N {ng} {Ng} {ny} {Ny} {ngm} {Ngm} o O ɔ Ɔ p P r R s S t T u U v V w W y Y z Z"
+  auxiliary: "j J q Q x X"
+}
 sample_text {
   masthead_full: "NnEe"
   masthead_partial: "Gg"
@@ -17,3 +21,6 @@ sample_text {
   specimen_21: "Nengsaala zaa ba nang dɔge so la o menga, ka o ne o taaba zaa sengtaa noba emmo ane yɛlɛsoobo sobic poɔ. Ba dɔgɛɛ ba zaa ne yɛng ane yɛlɛ-iruu k\'a da seng ka ba erɛ yɛlɛ korɔ taa a nga yɔɔmine.\nNengsaala zaa ba nang dɔge so la o menga, ka o ne o taaba zaa sengtaa noba emmo ane yɛlɛsoobo sobic poɔ. Ba dɔgɛɛ ba zaa ne yɛng ane yɛlɛ-iruu k\'a da seng ka ba erɛ yɛlɛ korɔ taa a nga yɔɔmine."
   specimen_16: "Nengsaala zaa ba nang dɔge so la o menga, ka o ne o taaba zaa sengtaa noba emmo ane yɛlɛsoobo sobic poɔ. Ba dɔgɛɛ ba zaa ne yɛng ane yɛlɛ-iruu k\'a da seng ka ba erɛ yɛlɛ korɔ taa a nga yɔɔmine.\nNengsaala zaa ba nang dɔge so la o menga, ka o ne o taaba zaa sengtaa noba emmo ane yɛlɛsoobo sobic poɔ. Ba dɔgɛɛ ba zaa ne yɛng ane yɛlɛ-iruu k\'a da seng ka ba erɛ yɛlɛ korɔ taa a nga yɔɔmine.\nNengsaala zaa ba nang dɔge so la o menga, ka o ne o taaba zaa sengtaa noba emmo ane yɛlɛsoobo sobic poɔ. Ba dɔgɛɛ ba zaa ne yɛng ane yɛlɛ-iruu k\'a da seng ka ba erɛ yɛlɛ korɔ taa a nga yɔɔmine."
 }
+source: "Mark Ali, Scott Grimm & Adams Bodomo, A dictionary and grammatical sketch of Dagaare (African Language Grammars and Dictionaries 4), Berlin: Language Science Press, 2021"
+source: "Bureau of Ghana Languages, Language guide: Dagaare version, Accra: Bureau of Ghana Languages, 1991"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/dgi_Latn.textproto b/Lib/gflanguages/data/languages/dgi_Latn.textproto
index 7e0c78be26..9860bcdd5b 100644
--- a/Lib/gflanguages/data/languages/dgi_Latn.textproto
+++ b/Lib/gflanguages/data/languages/dgi_Latn.textproto
@@ -1,9 +1,14 @@
 id: "dgi_Latn"
 language: "dgi"
 script: "Latn"
-name: "Dagara, Northern"
+name: "Northern Dagara"
+region: "BF"
+population: 247000
 exemplar_chars {
-  base: "a A b B ɓ Ɓ c C d D e E ɛ Ɛ f F g G h H ɦ Ɦ i I ɩ Ɩ j J k K l L m M n N ñ Ñ ŋ Ŋ o O ɔ Ɔ p P r R ɾ s S t T u U ʋ Ʋ v V w W y Y ƴ Ƴ z Z"
-  marks: "◌̃"
+  base: "a A b B ɓ Ɓ c C d D e E ɛ Ɛ f F g G h H i I ɩ Ɩ j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U v V ʋ Ʋ w W y Y ƴ Ƴ z Z À È {Ɛ̀} Ì Ò {Ɔ̀} Ù Á É {Ɛ́} Í Ó {Ɔ́} Ú Ã Ẽ {Ɛ̃} Õ {Ɔ̃} à è {ɛ̀} ì ò {ɔ̀} ù á é {ɛ́} í ó {ɔ́} ú ã ẽ {ɛ̃} õ {ɔ̃}"
+  marks: "◌̀ ◌́ ◌̃"
   auxiliary: "q Q x X"
 }
+source: "Wikipedia"
+source: "Joachim D. Somé, Dagara Orthography, in Journal of Dagaare Studies, vol. 4, 2004"
+source: "https://www.bible.com/versions/3053"
diff --git a/Lib/gflanguages/data/languages/dgr_Latn.textproto b/Lib/gflanguages/data/languages/dgr_Latn.textproto
index 5f328717ec..bc097ac486 100644
--- a/Lib/gflanguages/data/languages/dgr_Latn.textproto
+++ b/Lib/gflanguages/data/languages/dgr_Latn.textproto
@@ -4,3 +4,9 @@ script: "Latn"
 name: "Dogrib"
 population: 2638
 region: "CA"
+exemplar_chars {
+    base: "ɂ Ɂ a A à À ą Ą {ą̀} {Ą̀} b B {ch} {CH} {ch’} {CH’} d D {dl} {DL} {dz} {DZ} e E è È ę Ę {ę̀} {Ę̀} g G {gh} {GH} {gw} {GW} h H ı I {ı̀} Ì {ı̨} Į {ı̨̀} {Į̀} j J k K {k’} {K’} {kw} {KW} {kw’} {KW’} l L ł Ł m M {mb} {MB} n N {nd} {ND} o O ò Ò ǫ Ǫ {ǫ̀} {Ǫ̀} r R s S {sh} {SH} t T {t’} {T’} {tł} {TŁ} {tł’} {TŁ’} {ts} {TS} {ts’} {TS’} w W {wh} {WH} x X y Y z Z {zh} {ZH}"
+    marks: "◌̀ ◌̨"
+    auxiliary: "c C f F p P q Q u U v V"
+}
+source: "Leslie Saxon and Mary Siemens, Tłıchǫ Yatıì Enı̨htł’è – A Dogrib Dictionary, Rae-Edzo, Dogrib Divisional Board of Education, 1996"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/dno_Latn.textproto b/Lib/gflanguages/data/languages/dno_Latn.textproto
new file mode 100644
index 0000000000..a804c53341
--- /dev/null
+++ b/Lib/gflanguages/data/languages/dno_Latn.textproto
@@ -0,0 +1,14 @@
+id: "dno_Latn"
+language: "dno"
+script: "Latn"
+name: "Ndrulo"
+autonym: "Ndrǔló"
+population: 150000
+region: "CD"
+region: "UG"
+exemplar_chars {
+  base: "A B D E F G H Ɦ I J K L M N Ŋ O P R S T U V W Y Z a b d e f g h ɦ i j k l m n ŋ o p r s t u v w y z Â Ê Î Ô {R̂} Û Á É Í Ó Ŕ Ś Ú À È Ì Ò {R̀} {S̀} Ù Ǎ Ě Ǐ Ǒ Ř Š Ǔ â ê î ô {r̂} û á é í ó ŕ ś ú à è ì ò {r̀} {s̀} ù ǎ ě ǐ ǒ ř š ǔ"
+  marks: "◌̀ ◌́ ◌̂ ◌̌"
+}
+source: "Wikipedia"
+source: "SIL International, Ndrǔló zòwdha ndèymí ddiy ndíydha [= Alphabet ndrǔló], SIL International, 2014"
diff --git a/Lib/gflanguages/data/languages/dya_Latn.textproto b/Lib/gflanguages/data/languages/dya_Latn.textproto
new file mode 100644
index 0000000000..7c7c779abe
--- /dev/null
+++ b/Lib/gflanguages/data/languages/dya_Latn.textproto
@@ -0,0 +1,14 @@
+id: "dya_Latn"
+language: "dya"
+script: "Latn"
+name: "Dyan"
+autonym: "jãané"
+population: 14100
+region: "BF"
+exemplar_chars {
+  base: "A B Ɓ C D Ɗ E Ɛ F G H I J K L M N Ɲ O Ɔ P R S T U V W Y Z a b ɓ c d ɗ e ɛ f g h i j k l m n ɲ o ɔ p r s t u v w y z à Ẽ {Ɛ̃} Ĩ Õ {Ɔ̃} Ũ ã ẽ {ɛ̃} ĩ õ {ɔ̃} ũ"
+  auxiliary: "Q X q x"
+  marks: "◌̃"
+}
+source: "Wikipedia"
+source: "https://mooreburkina.com/en/songs-and-music/alphabet-clips-burkina-languages"
diff --git a/Lib/gflanguages/data/languages/efi_Latn.textproto b/Lib/gflanguages/data/languages/efi_Latn.textproto
index 37882c348c..39ae0a5cd7 100644
--- a/Lib/gflanguages/data/languages/efi_Latn.textproto
+++ b/Lib/gflanguages/data/languages/efi_Latn.textproto
@@ -2,5 +2,14 @@ id: "efi_Latn"
 language: "efi"
 script: "Latn"
 name: "Efik"
+autonym: "efi"
 population: 2996392
 region: "NG"
+exemplar_chars {
+  base: "A B D E F G H I K M N O P R S T U W Y a b d e f g h i k m n o p r s t u w y Ñ ñ Ọ ọ"
+  auxiliary: "Ẹ ẹ Ị ị Ụ ụ"
+  marks: "◌̃ ◌̣"
+}
+source: "http://efikeburutu.org/efik%20language.html"
+source: "Okon E. Essien, Efik Orthography, in Ayo Bamgbose, Orthographies of Nigerian languages: manual I, Lagos, Federal Ministry of Education, National Language Centre, 1982"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/ems_Latn.textproto b/Lib/gflanguages/data/languages/ems_Latn.textproto
new file mode 100644
index 0000000000..ad96c01cd6
--- /dev/null
+++ b/Lib/gflanguages/data/languages/ems_Latn.textproto
@@ -0,0 +1,13 @@
+id: "ems_Latn"
+language: "ems"
+script: "Latn"
+name: "Alutiiq"
+autonym: "Sugt’stun"
+population: 80
+region: "US"
+exemplar_chars {
+  base: "A C E F G H I K L M N P R S T U W Y a c e f g h i k l m n p r s t u w y ʀ"
+}
+source: "April G.L. Counceller, Jeff Leer, The Alutiiq orthography: Kodiak dialect, Alutiiq Heritage Foundation, 2012, ISBN 978-1-929650-09-5"
+source: "Wikipedia"
+source: "Omniglot"
diff --git a/Lib/gflanguages/data/languages/esu_Latn.textproto b/Lib/gflanguages/data/languages/esu_Latn.textproto
index 780c015d41..dbd25ef4d5 100644
--- a/Lib/gflanguages/data/languages/esu_Latn.textproto
+++ b/Lib/gflanguages/data/languages/esu_Latn.textproto
@@ -7,6 +7,7 @@ autonym: "Yupʼik"
 population: 20956
 region: "US"
 exemplar_chars {
-  base: "A C G I K L M N P Q R S T U V W Y Ń Ə Ḿ a c g i k l m n p q r s t u v w y ń ə ḿ u͡g u͡r ʼ"
+  base: "A C G I K L M N P Q R S T U V W Y Ń Ə Ḿ a c g i k l m n p q r s t u v w y ń ə ḿ {u͡g} {u͡r} {u͡rr} ʼ"
   marks: "◌́ ◌͡"
+  auxiliary: "b B d D e E f F h H j J o O x X z Z"
 }
diff --git a/Lib/gflanguages/data/languages/fmp_Latn.textproto b/Lib/gflanguages/data/languages/fmp_Latn.textproto
index f52724a395..e30816e180 100644
--- a/Lib/gflanguages/data/languages/fmp_Latn.textproto
+++ b/Lib/gflanguages/data/languages/fmp_Latn.textproto
@@ -2,7 +2,13 @@ id: "fmp_Latn"
 language: "fmp"
 script: "Latn"
 name: "Fe’fe’"
+autonym: "Feʼfeʼ"
+population: 140000
+region: "CM"
 exemplar_chars {
-  base: "a A ɑ Ɑ b B c C d D e E ə Ə f F g G h H i I j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P s S t T u U ʉ Ʉ v V w W y Y z Z"
+  base: "a A ɑ Ɑ b B c C d D e E ə Ə f F g G h H i I j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P s S t T u U ʉ Ʉ v V w W y Y z Z ʼ á Á à À ǎ Ǎ ā Ā {ɑ́} {Ɑ́} {ɑ̀} {Ɑ̀} {ɑ̌} {Ɑ̌} {ɑ̄} {Ɑ̄} é É è È ě Ě ē Ē {ə́} {Ə́} {ə̀} {Ə̀} {ə̌} {Ə̌} {ə̄} {Ə̄} í Í ì Ì ǐ Ǐ ī Ī ó Ó ò Ò ǒ Ǒ ō Ō {ɔ́} {Ɔ́} {ɔ̀} {Ɔ̀} {ɔ̌} {Ɔ̌} {ɔ̄} {Ɔ̄} ú Ú ù Ù ǔ Ǔ ū Ū {ʉ́} {Ʉ́} {ʉ̀} {Ʉ̀} {ʉ̌} {Ʉ̌} {ʉ̄} {Ʉ̄}"
+  marks: "◌́ ◌̀ ◌̂ ◌̌ ◌̄"
   auxiliary: "q Q r R x X"
-}
\ No newline at end of file
+}
+source: "Rhonda L. Hartell, Alphabets de langues africaines, 1993, p. 75"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/gah_Latn.textproto b/Lib/gflanguages/data/languages/gah_Latn.textproto
new file mode 100644
index 0000000000..d60e2f7a0e
--- /dev/null
+++ b/Lib/gflanguages/data/languages/gah_Latn.textproto
@@ -0,0 +1,12 @@
+id: "gah_Latn"
+language: "gah"
+script: "Latn"
+name: "Alekano"
+autonym: "Gahuku"
+population: 25000
+region: "PG"
+exemplar_chars {
+  base: "A E G H I K L M N O P R S T U V Z a e g h i k l m n o p r s t u v z"
+}
+source: "Ellis W. Deibler, Dictionaries of Alekano-English and English-Alekano, Ukarumpa: Summer Institute of Linguistics, 2008"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/gn_Latn.textproto b/Lib/gflanguages/data/languages/gn_Latn.textproto
index 01b76f6eb4..5e9dbc154c 100644
--- a/Lib/gflanguages/data/languages/gn_Latn.textproto
+++ b/Lib/gflanguages/data/languages/gn_Latn.textproto
@@ -8,7 +8,7 @@ region: "AR"
 region: "BO"
 region: "PY"
 exemplar_chars {
-  base: "A Ã C E Ẽ G G̃ H I Ĩ J K L M N Ñ O Õ P R S T U Ũ V Y Ỹ a ã c e ẽ g g̃ h i ĩ j k l m n ñ o õ p r s t u ũ v y ỹ ʼ"
+  base: "A Ã C E Ẽ G {G̃} H I Ĩ J K L M N Ñ O Õ P R S T U Ũ V Y Ỹ a ã c e ẽ g {g̃} h i ĩ j k l m n ñ o õ p r s t u ũ v y ỹ ʼ"
   marks: "◌̃"
 }
 sample_text {
diff --git a/Lib/gflanguages/data/languages/gur_Latn.textproto b/Lib/gflanguages/data/languages/gur_Latn.textproto
index f79135c1c9..260f3c18d8 100644
--- a/Lib/gflanguages/data/languages/gur_Latn.textproto
+++ b/Lib/gflanguages/data/languages/gur_Latn.textproto
@@ -2,5 +2,13 @@ id: "gur_Latn"
 language: "gur"
 script: "Latn"
 name: "Frafra"
+autonym: "ninkãrɛ"
 population: 1026907
 region: "GH"
+exemplar_chars {
+  base: "A B D E Ɛ F G H I Ɩ K L M N Ŋ O Ɔ P R S T U Ʋ V W Y Z Ã Ẽ {Ɛ̃} Ĩ Õ {Ɔ̃} Ũ a b d e ɛ f g h i ɩ k l m n ŋ o ɔ p r s t u ʋ v w y z ã ẽ ĩ õ ũ"
+  marks: "◌̃"
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/ninkare"
+source: "https://frafra-ninkare.com"
diff --git a/Lib/gflanguages/data/languages/gux_Latn.textproto b/Lib/gflanguages/data/languages/gux_Latn.textproto
index 760a131688..f4722807fa 100644
--- a/Lib/gflanguages/data/languages/gux_Latn.textproto
+++ b/Lib/gflanguages/data/languages/gux_Latn.textproto
@@ -2,8 +2,13 @@ id: "gux_Latn"
 language: "gux"
 script: "Latn"
 name: "Gourmanchéma"
+autonym: "gulimancema"
+population: 900000
+region: "BF"
 exemplar_chars {
-  base: "a A á Á ā Ā b B c C d D e E é É ē Ē f F g G h H i I í Í ī Ī j J k K l L m M n N ŋ Ŋ o O ó Ó ō Ō ɔ Ɔ p P s S t T u U ú Ú ū Ū w W y Y"
-  marks: "◌́ ◌̄ ◌̃"
-  auxiliary: "q Q r R v V x X z Z"
-}
\ No newline at end of file
+  base: "a A b B c C d D e E f F g G h H i I j J k K l L m M n N ñ Ñ ŋ Ŋ o O p P r R s S t T u U v V w W y Y z Z"
+  auxiliary: "Q X q x Á É Í Ó Ú À È Ì Ò Ù á é í ó ú à è ì ò ù"
+  marks: "◌́ ◌̀"
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/gulimancema"
diff --git a/Lib/gflanguages/data/languages/gyi_Latn.textproto b/Lib/gflanguages/data/languages/gyi_Latn.textproto
index 6dce9171f9..095875b46b 100644
--- a/Lib/gflanguages/data/languages/gyi_Latn.textproto
+++ b/Lib/gflanguages/data/languages/gyi_Latn.textproto
@@ -2,6 +2,8 @@ id: "gyi_Latn"
 language: "gyi"
 script: "Latn"
 name: "Gyele"
+population: 4300
+region: "CM"
 exemplar_chars {
   base: "a A b B d D e E f F g G i I k K l L m M n N o O p P r R s S t T u U v V w W y Y z Z"
   auxiliary: "c C h H j J q Q x X"
diff --git a/Lib/gflanguages/data/languages/hop_Latn.textproto b/Lib/gflanguages/data/languages/hop_Latn.textproto
index b33b731dc2..3656379116 100644
--- a/Lib/gflanguages/data/languages/hop_Latn.textproto
+++ b/Lib/gflanguages/data/languages/hop_Latn.textproto
@@ -3,7 +3,8 @@ language: "hop"
 script: "Latn"
 name: "Hopi"
 autonym: "Hopilàvayi"
-population: 0
+population: 6100
+region: "US"
 exemplar_chars {
   base: "A B C D E F G H I J K L M N O P Q R S T U V W X Y Z À Ö a b c d e f g h i j k l m n o p q r s t u v w x y z à ö"
   marks: "◌̀ ◌̈"
diff --git a/Lib/gflanguages/data/languages/hur_Latn.textproto b/Lib/gflanguages/data/languages/hur_Latn.textproto
new file mode 100644
index 0000000000..1ad5534b89
--- /dev/null
+++ b/Lib/gflanguages/data/languages/hur_Latn.textproto
@@ -0,0 +1,14 @@
+id: "hur_Latn"
+language: "hur"
+script: "Latn"
+name: "Halkomelem"
+autonym: "hən̓q̓əmin̓əm̓"
+population: 260
+region: "CA"
+exemplar_chars {
+  base: "a c e h i k l m n p q s t u w x y č š ƛ ə ɬ ʔ ʷ θ χ ᶿ"
+  auxiliary: "A b B C d D E f F g G H I j J K L M N o O P Q r R S T U v V W X Y z Z Č Š Ə Ɬ Θ Χ Ꭓ ꭓ"
+  marks: "◌̓ ◌̌"
+}
+source: "Musqueam First Nation and MOA, hən̓q̓əmin̓əm̓ Alphabet, https://www2.moa.ubc.ca/musqueamteachingkit/alphabet.php"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/idu_Latn.textproto b/Lib/gflanguages/data/languages/idu_Latn.textproto
index 53d77f565a..dee20288d2 100644
--- a/Lib/gflanguages/data/languages/idu_Latn.textproto
+++ b/Lib/gflanguages/data/languages/idu_Latn.textproto
@@ -2,6 +2,13 @@ id: "idu_Latn"
 language: "idu"
 script: "Latn"
 name: "Idoma"
+autonym: "Idoma"
+population: 980000
+region: "NG"
+exemplar_chars {
+  base: "a A á Á ā Ā b B c C d D e E é É ē Ē ẹ Ẹ ɛ Ɛ f F g G h H i I í Í ī Ī j J k K l L m M n N ŋ Ŋ o O ó Ó ō Ō ọ Ọ ɔ Ɔ p P r R s S t T u U ú Ú ū Ū v V w W y Y z Z"
+  marks: "◌́ ◌̄ ◌̣"
+}
 sample_text {
   masthead_full: "ĘęGg"
   masthead_partial: "Nn"
@@ -16,3 +23,5 @@ sample_text {
   specimen_21: "Ęgę ni modudu acę kęcę nya bęcę ęhehi aa ,hibi ęgͻ ma acę duu jonjilę ipu kocęgba nͻcę cęgba męml’ojonjilę ipu ͻdah ni yabͻ ͻcę nya. Odudu acę kwu ђwule ml’ohili otu męml’ocai kęla jͻcę ͻha ni yipu ͻtu ͻcę aa, higbͻ ma ͻcę higbo yͻda męml’ ͻmpa gunu lę bͻinę nu ma."
   specimen_16: "Ęgę ni modudu acę kęcę nya bęcę ęhehi aa ,hibi ęgͻ ma acę duu jonjilę ipu kocęgba nͻcę cęgba męml’ojonjilę ipu ͻdah ni yabͻ ͻcę nya. Odudu acę kwu ђwule ml’ohili otu męml’ocai kęla jͻcę ͻha ni yipu ͻtu ͻcę aa, higbͻ ma ͻcę higbo yͻda męml’ ͻmpa gunu lę bͻinę nu ma.\nĘgę ni modudu acę kęcę nya bęcę ęhehi aa ,hibi ęgͻ ma acę duu jonjilę ipu kocęgba nͻcę cęgba męml’ojonjilę ipu ͻdah ni yabͻ ͻcę nya. Odudu acę kwu ђwule ml’ohili otu męml’ocai kęla jͻcę ͻha ni yipu ͻtu ͻcę aa, higbͻ ma ͻcę higbo yͻda męml’ ͻmpa gunu lę bͻinę nu ma."
 }
+source: "R.C. Abraham, Idoma orthography, in Ayo Banjo, Orthographies of Nigerian Languages: Manual III, Lagos, National Language Center, 1985"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/ife_Latn.textproto b/Lib/gflanguages/data/languages/ife_Latn.textproto
index 4bcb5ebd60..3a5367477e 100644
--- a/Lib/gflanguages/data/languages/ife_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ife_Latn.textproto
@@ -2,5 +2,13 @@ id: "ife_Latn"
 language: "ife"
 script: "Latn"
 name: "Ifè"
+autonym: "ifɛ̀"
 population: 111909
 region: "TG"
+exemplar_chars {
+  base: "A B D Ɖ E Ɛ F G H I K L M N Ŋ O Ɔ P R S T U W Y Z a b d ɖ e ɛ f g h i k l m n ŋ o ɔ p r s t u w y z à {Ɛ̃} Ĩ {Ɔ̃} Ũ {Ã̀} {Ɛ̃̀} {Ĩ̀} {Ɔ̃̀} {Ũ̀} {Ã́} {Ɛ̃́} {Ĩ́} {Ɔ̃́} Ṹ ã {ɛ̃} ĩ {ɔ̃} ũ {ã̀} {ɛ̃̀} {ĩ̀} {ɔ̃̀} {ũ̀} {ã́} {ɛ̃́} {ĩ́} {ɔ̃́} ṹ"
+  auxiliary: "C J Q X c j q x"
+  marks: "◌̀ ◌́ ◌̃"
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/ife"
diff --git a/Lib/gflanguages/data/languages/jib_Latn.textproto b/Lib/gflanguages/data/languages/jib_Latn.textproto
index 90a2e9faed..33c53874d0 100644
--- a/Lib/gflanguages/data/languages/jib_Latn.textproto
+++ b/Lib/gflanguages/data/languages/jib_Latn.textproto
@@ -2,6 +2,8 @@ id: "jib_Latn"
 language: "jib"
 script: "Latn"
 name: "Jibu"
+population: 30000
+region: "NG"
 exemplar_chars {
   base: "a A á Á à À b B c C d D e E é É è È f F g G h H i I í Í ì Ì j J k K l L m M ḿ Ḿ n N ń Ń ǹ Ǹ o O ó Ó ò Ò p P r R s S t T u U ú Ú ù Ù v V w W y Y z Z"
   marks: "◌́ ◌̀"
diff --git a/Lib/gflanguages/data/languages/jpr_Hebr.textproto b/Lib/gflanguages/data/languages/jpr_Hebr.textproto
index 6e85a2abff..ad1c47ca4d 100644
--- a/Lib/gflanguages/data/languages/jpr_Hebr.textproto
+++ b/Lib/gflanguages/data/languages/jpr_Hebr.textproto
@@ -10,7 +10,7 @@ region: "SE"
 region: "UA"
 region: "US"
 exemplar_chars {
-  base: "שׁ שׂ בּ תּ כּ ךּ פּ ףּ א ב ג ד ה ו ז ח ט י כ ך ל מ ם נ ן ס ע פ ף צ ץ ק ר ש ת"
+  base: "{שׁ} {שׂ} {בּ} תּ כּ ךּ פּ ףּ א ב ג ד ה ו ז ח ט י כ ך ל מ ם נ ן ס ע פ ף צ ץ ק ר ש ת"
   auxiliary: "״ ׳ ־ ׃ ׆"
   marks: "◌ְ ◌ֱ ◌ֲ ◌ֳ ◌ִ ◌ֵ ◌ֶ ◌ַ ◌ָ ◌ֹ ◌ֻ ◌ּ ◌ׁ ◌ׂ"
 }
diff --git a/Lib/gflanguages/data/languages/kbp_Latn.textproto b/Lib/gflanguages/data/languages/kbp_Latn.textproto
index 2aa8694087..cad2c6ff21 100644
--- a/Lib/gflanguages/data/languages/kbp_Latn.textproto
+++ b/Lib/gflanguages/data/languages/kbp_Latn.textproto
@@ -4,7 +4,7 @@ script: "Latn"
 name: "Kabiyé"
 region: "TG"
 exemplar_chars {
-	base: "a A b B c C d D ɖ Ɖ e E ɛ Ɛ f F g G h H i I ɩ Ɩ j J k K l L m M n N ñ Ñ ŋ Ŋ o O ɔ Ɔ p P s S t T u U ʋ Ʋ v V w W y Y z Z ɣ Ɣ"
+	base: "a A b B c C d D ɖ Ɖ e E ɛ Ɛ f F g G ɣ Ɣ h H i I ɩ Ɩ j J k K l L m M n N ñ Ñ ŋ Ŋ o O ɔ Ɔ p P s S t T u U v V ʋ Ʋ w W y Y z Z"
 	marks: "◌̃"
 	auxiliary: "q Q r R x X"
 }
diff --git a/Lib/gflanguages/data/languages/keu_Latn.textproto b/Lib/gflanguages/data/languages/keu_Latn.textproto
new file mode 100644
index 0000000000..6f2a333b47
--- /dev/null
+++ b/Lib/gflanguages/data/languages/keu_Latn.textproto
@@ -0,0 +1,13 @@
+id: "keu_Latn"
+language: "keu"
+script: "Latn"
+name: "Akebu"
+autonym: "kǝkpǝǝ-kǝ"
+population: 70300
+region: "TG"
+exemplar_chars {
+  base: "A B C D E F G H I J K L M N O P R S T U V W Y Z a b c d e f g h i j k l m n o p r s t u v w y z Ŋ ŋ Ɔ Ɖ Ǝ Ɛ Ɩ Ʊ ǝ ɔ ɖ ɛ ɩ ʊ"
+}
+source: "Marthe Sossoukpe, Kə lə kə, kə la ŋʊrʊ Kəkpəə-kə — Guide pour aider les scolarisés en français à lire et écrire l’akébou (Guide de transition français - akébou), SIL Togo, 2014"
+source: "Wikipedia"
+source: "https://www.webonary.org/akebu/"
diff --git a/Lib/gflanguages/data/languages/khq_Latn.textproto b/Lib/gflanguages/data/languages/khq_Latn.textproto
index 3423473ef7..317b953e28 100644
--- a/Lib/gflanguages/data/languages/khq_Latn.textproto
+++ b/Lib/gflanguages/data/languages/khq_Latn.textproto
@@ -6,9 +6,9 @@ autonym: "Koyra Chiini"
 population: 332407
 region: "ML"
 exemplar_chars {
-	base: "a A b B c C d D e E ẽ Ẽ f F g G h H i I j J k K l L m M n N ɲ Ɲ ŋ Ŋ o O õ Õ p P q Q r R s S š Š t T u U w W x X y Y z Z ž Ž"
-	marks: "◌̃ ◌̌"
-	auxiliary: "v V"
+  base: "a A b B c C d D e E ẽ Ẽ f F g G h H i I j J k K l L m M n N ɲ Ɲ ŋ Ŋ o O õ Õ p P q Q r R s S š Š t T u U w W x X y Y z Z ž Ž"
+  marks: "◌̃ ◌̌"
+  auxiliary: "v V"
   numerals: "- . % + 0 1 2 3 4 5 6 7 8 9"
   index: "A Ã B C D E Ẽ F G H I J K L M N Ɲ Ŋ O Õ P Q R S Š T U W X Y Z Ž"
 }
diff --git a/Lib/gflanguages/data/languages/kkj_Latn.textproto b/Lib/gflanguages/data/languages/kkj_Latn.textproto
index 5a5fed1f3f..eb64990c30 100644
--- a/Lib/gflanguages/data/languages/kkj_Latn.textproto
+++ b/Lib/gflanguages/data/languages/kkj_Latn.textproto
@@ -6,10 +6,13 @@ autonym: "Kakɔ"
 population: 149823
 region: "CM"
 exemplar_chars {
-  base: "a á à â {a̧} b ɓ c d ɗ {ɗy} e é è ê ɛ {ɛ́} {ɛ̀} {ɛ̂} {ɛ̧} f g {gb} {gw} h i í ì î {i̧} j k {kp} {kw} l m {mb} n {nd} nj {ny} ŋ {ŋg} {ŋgb} {ŋgw} o ó ò ô ɔ {ɔ́} {ɔ̀} {ɔ̂} {ɔ̧} p r s t u ú ù û {u̧} v w y A Á À Â {A̧} B Ɓ C D Ɗ {Ɗy} E É È Ê Ɛ {Ɛ́} {Ɛ̀} {Ɛ̂} {Ɛ̧} F G {Gb} {Gw} H I Í Ì Î {I̧} J K {Kp} {Kw} L M {Mb} N {Nd} NJ {Ny} Ŋ {Ŋg} {Ŋgb} {Ŋgw} O Ó Ò Ô Ɔ {Ɔ́} {Ɔ̀} {Ɔ̂} {Ɔ̧} P R S T U Ú Ù Û {U̧} V W Y"
+  base: "a á à â {a̧} b ɓ c d ɗ {ɗy} e é è ê ɛ {ɛ́} {ɛ̀} {ɛ̂} {ɛ̧} f g {gb} {gw} h i í ì î {i̧} j k {kp} {kw} l m {mb} n {nd} {nj} {ny} ŋ {ŋg} {ŋgb} {ŋgw} o ó ò ô ɔ {ɔ́} {ɔ̀} {ɔ̂} {ɔ̧} p r s t u ú ù û {u̧} v w y A Á À Â {A̧} B Ɓ C D Ɗ {Ɗy} E É È Ê Ɛ {Ɛ́} {Ɛ̀} {Ɛ̂} {Ɛ̧} F G {Gb} {Gw} H I Í Ì Î {I̧} J K {Kp} {Kw} L M {Mb} N {Nd} {NJ} {Ny} Ŋ {Ŋg} {Ŋgb} {Ŋgw} O Ó Ò Ô Ɔ {Ɔ́} {Ɔ̀} {Ɔ̂} {Ɔ̧} P R S T U Ú Ù Û {U̧} V W Y"
   auxiliary: "q Q x X z Z"
-  marks: "◌́ ◌̀ ◌̂ ◌̧ ◌̌"
+  marks: "◌́ ◌̀ ◌̂ ◌̧"
   numerals: "- , . % + 0 1 2 3 4 5 6 7 8 9"
   punctuation: ", : ! ? . … ‘ ‹ › “ ” « » ( ) *"
-  index: "A B Ɓ C D Ɗ {Ɗy} E Ɛ F G {Gb} {Gw} H I {I̧} J K {Kp} {Kw} L M {Mb} N {Nd} Nj {Ny} Ŋ {Ŋg} {Ŋgb} {Ŋgw} O Ɔ {Ɔ̧} P R S T U {U̧} V W Y"
+  index: "A B Ɓ C D Ɗ {Ɗy} E Ɛ F G {Gb} {Gw} H I {I̧} J K {Kp} {Kw} L M {Mb} N {Nd} {Nj} {Ny} Ŋ {Ŋg} {Ŋgb} {Ŋgw} O Ɔ {Ɔ̧} P R S T U {U̧} V W Y"
 }
+note: "West Kako doesn’t use ɛ̧ o̧. Tones are only marked with ◌́ ◌̀ ◌̂ when there is an ambiguity."
+source: "Ernst Urs, Alphabet et orthographe du kakɔ (kakɔ-est), SIL Cameroun, 1996"
+source: "Ernst Urs, Alphabet et orthographe du mbonjɔɔ (kakɔ-ouest), SIL Cameroun, 1996"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/knf_Latn.textproto b/Lib/gflanguages/data/languages/knf_Latn.textproto
index e841368f4e..884b3db41f 100644
--- a/Lib/gflanguages/data/languages/knf_Latn.textproto
+++ b/Lib/gflanguages/data/languages/knf_Latn.textproto
@@ -2,11 +2,14 @@ id: "knf_Latn"
 language: "knf"
 script: "Latn"
 name: "Mankanya"
+autonym: "mankaañ"
 population: 83151
 region: "GW"
 region: "SN"
 exemplar_chars {
-  base: "a A b B c C d D e E ë Ë f F g G h H i I j J k K l L m M n N ñ Ñ ŋ Ŋ o O p P r R ş Ş t T ţ Ţ ŧ Ŧ u U ú Ú w W y Y"
-  marks: "◌̈ ◌̃ ◌̧ ◌́"
+  base: "a A b B c C d D e E ë Ë f F g G h H i I j J k K l L m M n N ñ Ñ ŋ Ŋ o O p P r R s S ş Ş t T ţ Ţ ŧ Ŧ u U ú Ú w W y Y"
+  marks: "◌̈ ◌̃ ◌́ ◌̧"
   auxiliary: "q Q s S v V x X z Z"
 }
+source: "République du Sénégal, Décret no 2005-984 relatif à l’orthographe et la séparation des mots en mankaañ, 21 octobre 2005"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/kqs_Latn.textproto b/Lib/gflanguages/data/languages/kqs_Latn.textproto
index aa7fe7d7e8..61dbd719aa 100644
--- a/Lib/gflanguages/data/languages/kqs_Latn.textproto
+++ b/Lib/gflanguages/data/languages/kqs_Latn.textproto
@@ -2,17 +2,19 @@ id: "kqs_Latn"
 language: "kqs"
 script: "Latn"
 name: "Kissi, Northern"
+region: "GN"
+region: "SL"
 sample_text {
   masthead_full: "WwAa"
   masthead_partial: "Nn"
-  styles: "wanda tu cio ME pilOO o wolOO ni, le waa o"
-  tester: "wanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen"
-  poster_sm: "wanda tu cio"
-  poster_md: "wanda tu"
-  poster_lg: "wanda"
-  specimen_48: "wanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen kenando"
-  specimen_36: "wanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen kenando ni, o tOngdo ni, bEtu nOn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilOyEyi ni."
-  specimen_32: "wanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen kenando ni, o tOngdo ni, bEtu nOn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilOyEyi ni."
-  specimen_21: "wanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen kenando ni, o tOngdo ni, bEtu nOn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilOyEyi ni.\nwanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen kenando ni, o tOngdo ni, bEtu nOn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilOyEyi ni."
-  specimen_16: "wanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen kenando ni, o tOngdo ni, bEtu nOn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilOyEyi ni.\nwanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen kenando ni, o tOngdo ni, bEtu nOn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilOyEyi ni.\nwanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen kenando ni, o tOngdo ni, bEtu nOn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilOyEyi ni.\nwanda tu cio ME pilOO o wolOO ni, le waa o ba ndOO cio, o bEElen kenando ni, o tOngdo ni, bEtu nOn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilOyEyi ni."
-}
+  styles: "Kul wana wana dua mo sɔla kidaa"
+  tester: "Wanda tu cio Mɛ pilɔɔ o wolɔɔ ni, le waa o ba ndɔɔ cio, o bɛɛlen kenando ni"
+  poster_sm: "Wanda tu cio"
+  poster_md: "Wanda tu"
+  poster_lg: "Wanda"
+  specimen_48: "Kul wana wana dua mo sɔla kidaa, le waa wɛlɛ o ba dɔɔ cio, le boten ndɔlencɛucɛu vo."
+  specimen_36: "Wanda tu cio Mɛ pilɔɔ o wolɔɔ ni, le waa o ba ndɔɔ cio, o bɛɛlen kenando ni, o tɔngdo ni, bɛtu nɔn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilɔyɛyi ni."
+  specimen_32: "Wanda tu cio Mɛ pilɔɔ o wolɔɔ ni, le waa o ba ndɔɔ cio, o bɛɛlen kenando ni, o tɔngdo ni, bɛtu nɔn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilɔyɛyi ni."
+  specimen_21: "Wanda tu cio Mɛ pilɔɔ o wolɔɔ ni, le waa o ba ndɔɔ cio, o bɛɛlen kenando ni, o tɔngdo ni, bɛtu nɔn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilɔyɛyi ni.\nWana wana dua mo wa tɔng cɛucɛu wanaciɛ wo bɛngu, mɛɛ mɛɛ suu numdo ciɛ, mɛɛ mɛɛ diyallonumdo ciɛ, mɛɛ mɛɛ tɔng le lingdo ciɛ, a naa naa nda wellu numda ciɛ."
+  specimen_16: "Wanda tu cio Mɛ pilɔɔ o wolɔɔ ni, le waa o ba ndɔɔ cio, o bɛɛlen kenando ni, o tɔngdo ni, bɛtu nɔn yiyando a kullo, o kon ni naan tu dua mim maalyan kalapilɔyɛyi ni.\nWana wana dua mo wa tɔng cɛucɛu wanaciɛ wo bɛngu, mɛɛ mɛɛ suu numdo ciɛ, mɛɛ mɛɛ diyallonumdo ciɛ, mɛɛ mɛɛ tɔng le lingdo ciɛ, a naa naa nda wellu numda ciɛ.\nKul wana wana dua mo sɔla kidaa, le waa wɛlɛ o ba dɔɔ cio, le boten ndɔlencɛucɛu vo.\nWana wana dua mo wa ciɛlen bɛngu le, mo wa sawo wana celen bɛngu le, o kon ni ciɛlen nde kuunang a yulalen dɔlen wɛlɛ.\nWɔulen kɛ kɛ duama andun wanaciɛu ciɛyo le, y pala du woo, y dɔɔni Ma wɛlɛ ndu woo.\nN’dua minsina wanaciɛyɛyi le wana wana o tɔngdo hɔlba ba o wa pɛ."
+}
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/kst_Latn.textproto b/Lib/gflanguages/data/languages/kst_Latn.textproto
new file mode 100644
index 0000000000..5784da8465
--- /dev/null
+++ b/Lib/gflanguages/data/languages/kst_Latn.textproto
@@ -0,0 +1,14 @@
+id: "kst_Latn"
+language: "kst"
+script: "Latn"
+name: "Winyé"
+autonym: "winɩ́ɛ"
+population: 20000
+region: "BF"
+exemplar_chars {
+  base: "A B Ɓ C D E Ɛ F G H I Ɩ J K L M N O Ɔ P R S T U Ʋ V W Y Z a b ɓ c d e ɛ f g h i ɩ j k l m n o ɔ p r s t u ʋ v w y z à Ẽ {Ɛ̃} {Ɩ̃} {Ɔ̃} {Ʋ̃} Á {Ã́} É {Ẽ́} {Ɛ́} {Ɛ̃́} Í {Ɩ́} {Ɩ̃́} Ó {Ɔ̃́} Ú {Ʋ́} {Ʋ̃́} ã ẽ {ɛ̃} {ɩ̃} {ɔ̃} {ʋ̃} á {ã́} é {ẽ́} {ɛ́} {ɛ̃́} í {ɩ́} {ɩ̃́} ó {ɔ̃́} ú {ʋ́} {ʋ̃́}"
+  auxiliary: "Q X q x"
+  marks: "◌́ ◌̃"
+}
+source: "Wikipedia"
+source: "https://www.winien.com"
diff --git a/Lib/gflanguages/data/languages/kub_Latn.textproto b/Lib/gflanguages/data/languages/kub_Latn.textproto
index 46e4a2e5d7..2195dcb9d7 100644
--- a/Lib/gflanguages/data/languages/kub_Latn.textproto
+++ b/Lib/gflanguages/data/languages/kub_Latn.textproto
@@ -2,6 +2,9 @@ id: "kub_Latn"
 language: "kub"
 script: "Latn"
 name: "Kutep"
+population: 46000
+region: "NG"
+region: "CM"
 exemplar_chars {
   base: "á Á ā Ā a A b B c C d D é É ē Ē e E f F g G h H í Í ī Ī i I j J k K l L ḿ Ḿ m M ń Ń n N ó Ó ō Ō o O p P r R s S t T ú Ú ū Ū u U v V w W y Y z Z"
   marks: "◌́ ◌̄"
diff --git a/Lib/gflanguages/data/languages/kuj_Latn.textproto b/Lib/gflanguages/data/languages/kuj_Latn.textproto
index ca4dd8f91c..f6dcf4c1d5 100644
--- a/Lib/gflanguages/data/languages/kuj_Latn.textproto
+++ b/Lib/gflanguages/data/languages/kuj_Latn.textproto
@@ -2,8 +2,11 @@ id: "kuj_Latn"
 language: "kuj"
 script: "Latn"
 name: "Kuria"
+population: 690000
+region: "KE"
+region: "TZ"
 exemplar_chars {
-  base: "a A b B e E ë Ë g G h H i I k K m M n N o O ö Ö r R s S t T u U w W y Y"
+  base: "a A b B e E ë Ë g G h H i I k K m M n N {ngʼ} {Ngʼ} o O ö Ö r R s S t T u U w W y Y"
   marks: "◌̈"
   auxiliary: "c C d D f F j J l L p P q Q v V x X z Z"
 }
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/kus_Latn.textproto b/Lib/gflanguages/data/languages/kus_Latn.textproto
index 547cd00428..2e72d2a311 100644
--- a/Lib/gflanguages/data/languages/kus_Latn.textproto
+++ b/Lib/gflanguages/data/languages/kus_Latn.textproto
@@ -2,7 +2,15 @@ id: "kus_Latn"
 language: "kus"
 script: "Latn"
 name: "Kusaal"
+autonym: "kusaal"
+population: 549000
+region: "BF"
+region: "GH"
 exemplar_chars {
-  base: "a A b B d D e E f F g G h H i I k K l L m M n N ŋ Ŋ o O p P r R s S t T u U v V w W y Y z Z"
+  base: "a A ã Ã b B d D e E ẽ Ẽ ɛ Ɛ f F g G h H i I ĩ Ĩ ɩ Ɩ k K l L m M n N ŋ Ŋ o O õ Õ ɔ Ɔ p P r R s S t T u U ũ Ũ ʋ Ʋ w W y Y z Z ʼ"
   auxiliary: "c C j J q Q x X"
-}
\ No newline at end of file
+  marks: "◌̃"
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/kusaal-bf"
+source: "https://www.webonary.org/kusaal-gh"
diff --git a/Lib/gflanguages/data/languages/kwk_Latn.textproto b/Lib/gflanguages/data/languages/kwk_Latn.textproto
new file mode 100644
index 0000000000..e4e3c3fb76
--- /dev/null
+++ b/Lib/gflanguages/data/languages/kwk_Latn.textproto
@@ -0,0 +1,14 @@
+id: "kwk_Latn"
+language: "kwk"
+script: "Latn"
+name: "Kwak’wala"
+autonym: "Kwak̓wala"
+population: 450
+region: "CA"
+exemplar_chars {
+  base: "a b c d e g h i k l m n o p q s t u w x y ł ƛ ǧ ə ʔ ʷ λ ᶻ"
+  auxiliary: "A B C D E f F G H I j J K L M N O P Q r R S T U v V W X Y z Z Ł Ə Ǧ Λ"
+  marks: "◌̓ ◌̱ ◌̌"
+}
+source: "FirstVoices"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/lam_Latn.textproto b/Lib/gflanguages/data/languages/lam_Latn.textproto
index 1fed96cb8b..62e7b8ffaa 100644
--- a/Lib/gflanguages/data/languages/lam_Latn.textproto
+++ b/Lib/gflanguages/data/languages/lam_Latn.textproto
@@ -2,4 +2,11 @@ id: "lam_Latn"
 language: "lam"
 script: "Latn"
 name: "Lamba"
-population: 0
+autonym: "Ichilamba"
+population: 200000
+region: "ZM"
+exemplar_chars {
+  base: "a b c e f g i k l m n o p s t u w ŵ y A B C E F G I K L M N O P S T U W Ŵ Y ’"
+  auxiliary: "d D h H j J ŋ Ŋ q Q r R z Z"
+}
+source: "Amasiwi Aŵalesa, Lusaka, Bible Society of Zambia, 1990"
diff --git a/Lib/gflanguages/data/languages/las_Latn.textproto b/Lib/gflanguages/data/languages/las_Latn.textproto
index b43db01172..6827456ffe 100644
--- a/Lib/gflanguages/data/languages/las_Latn.textproto
+++ b/Lib/gflanguages/data/languages/las_Latn.textproto
@@ -1,9 +1,14 @@
 id: "las_Latn"
 language: "las"
 script: "Latn"
-name: "Lama"
+name: "Lama (Togo)"
+autonym: "lamʋ"
+population: 260000
+region: "TG"
 exemplar_chars {
-  base: "a A c C ɖ Ɖ ǝ Ǝ e E ɛ Ɛ f F h H i I ɨ Ɨ ɩ Ɩ k K l L m M n N ñ Ñ ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U ʋ Ʋ w W y Y"
+  base: "a A c C d D ɖ Ɖ e E ǝ Ǝ ɛ Ɛ f F h H i I ɨ Ɨ ɩ Ɩ k K {kp} {Kp} l L m M n N ñ Ñ ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U ʋ Ʋ w W y Y"
+  auxiliary: "ə Ə"
   marks: "◌̃"
-  auxiliary: "b B d D g G j J q Q v V x X z Z"
-}
\ No newline at end of file
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/lama"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/lee_Latn.textproto b/Lib/gflanguages/data/languages/lee_Latn.textproto
index 601d524e6f..895b3628fd 100644
--- a/Lib/gflanguages/data/languages/lee_Latn.textproto
+++ b/Lib/gflanguages/data/languages/lee_Latn.textproto
@@ -2,8 +2,13 @@ id: "lee_Latn"
 language: "lee"
 script: "Latn"
 name: "Lyélé"
+population: 130000
+region: "BF"
 exemplar_chars {
-  base: "a A â Â b B c C d D e E ê Ê f F g G h H i I j J k K l L m M n N o O ô Ô p P r R s S t T u U v V w W y Y z Z ŋ Ŋ ɔ Ɔ ə Ə ɛ Ɛ"
-  marks: "◌̂ ◌̀ ◌́ ◌̃ ◌̌"
+  base: "a A b B c C d D e E ə Ə ɛ Ɛ f F g G h H i I j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U v V w W y Y z Z À È {Ə̀} {Ɛ̀} Ì Ǹ Ò {Ɔ̀} Ù Á É {Ə́} {Ɛ́} Í Ń Ó {Ɔ́} Ú Ǎ Ě {Ə̌} {Ɛ̌} Ǐ Ǒ {Ɔ̌} Ǔ Â Ê {Ə̂} {Ɛ̂} Î Ô {Ɔ̂} Û Ã Ẽ {Ɛ̃} Ĩ Õ Ũ {Ã̀} {Ẽ̀} {Ɛ̃̀} {Ĩ̀} {Õ̀} {Ũ̀} {Ã́} {Ẽ́} {Ɛ̃́} {Ĩ́} Ṍ Ṹ {Ã̌} {Ẽ̌} {Ɛ̃̌} {Ĩ̌} {Õ̌} {Ũ̌} à è {ə̀} {ɛ̀} ì ǹ ò {ɔ̀} ù á é {ə́} {ɛ́} í ń ó {ɔ́} ú ǎ ě {ə̌} {ɛ̌} ǐ ǒ {ɔ̌} ǔ â ê {ə̂} {ɛ̂} î ô {ɔ̂} û ã ẽ {ɛ̃} ĩ õ ũ {ã̀} {ẽ̀} {ɛ̃̀} {ĩ̀} {õ̀} {ũ̀} {ã́} {ẽ́} {ɛ̃́} {ĩ́} ṍ ṹ {ã̌} {ẽ̌} {ɛ̃̌} {ĩ̌} {õ̌} {ũ̌}"
+  marks: "◌́ ◌̀ ◌̂ ◌̃ ◌̌"
   auxiliary: "q Q x X"
-}
\ No newline at end of file
+}
+source: "Rhonda L. Hartell, Alphabets de langues africaines, 1993, p. 50."
+source: "https://www.bible.com/versions/1772"
+source: "https://scriptsource.org/cms/scripts/page.php?item_id=language_detail&key=lee"
diff --git a/Lib/gflanguages/data/languages/lem_Latn.textproto b/Lib/gflanguages/data/languages/lem_Latn.textproto
index 9ebc04cc1d..449cfa2aee 100644
--- a/Lib/gflanguages/data/languages/lem_Latn.textproto
+++ b/Lib/gflanguages/data/languages/lem_Latn.textproto
@@ -2,6 +2,8 @@ id: "lem_Latn"
 language: "lem"
 script: "Latn"
 name: "Nomaande"
+population: 19000
+region: "CM"
 exemplar_chars {
   base: "a A á Á b B c C d D e E é É ɛ Ɛ f F g G h H i I í Í n N j J k K l L m M ŋ Ŋ o O ó Ó ɔ Ɔ s S t T u U ú Ú w W y Y"
   marks: "◌́"
diff --git a/Lib/gflanguages/data/languages/lln_Latn.textproto b/Lib/gflanguages/data/languages/lln_Latn.textproto
index 1c76b50e81..a1f3a95edb 100644
--- a/Lib/gflanguages/data/languages/lln_Latn.textproto
+++ b/Lib/gflanguages/data/languages/lln_Latn.textproto
@@ -2,6 +2,8 @@ id: "lln_Latn"
 language: "lln"
 script: "Latn"
 name: "Lele"
+population: 26000
+region: "TD"
 exemplar_chars {
   base: "a A b B c C d D e E g G h H i I j J k K l L m M n N o O p P r R s S t T u U w W y Y"
   auxiliary: "f F q Q v V x X z Z"
diff --git a/Lib/gflanguages/data/languages/loq_Latn.textproto b/Lib/gflanguages/data/languages/loq_Latn.textproto
index bea0d79453..7a8a10d40b 100644
--- a/Lib/gflanguages/data/languages/loq_Latn.textproto
+++ b/Lib/gflanguages/data/languages/loq_Latn.textproto
@@ -2,7 +2,9 @@ id: "loq_Latn"
 language: "loq"
 script: "Latn"
 name: "Lobala"
+population: 159000
+region: "CD"
 exemplar_chars {
-  base: "a A b B d D e E é É f F g G h H i I k K l L m M n N o O ó Ó p P s S t T u U v V w W y Y z Z ŋ Ŋ ɓ Ɓ ɔ Ɔ ɛ Ɛ"
+  base: "a A á Á b B ɓ Ɓ d D e E é É ɛ Ɛ {ɛ́} {Ɛ́} {ɛ̀} {Ɛ̀} f F g G h H i I k K l L m M n N ŋ Ŋ o O ó Ó ɔ Ɔ p P s S t T u U v V w W y Y z Z"
   marks: "◌́ ◌̀"
 }
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/maw_Latn.textproto b/Lib/gflanguages/data/languages/maw_Latn.textproto
index b531672274..69c04dbf58 100644
--- a/Lib/gflanguages/data/languages/maw_Latn.textproto
+++ b/Lib/gflanguages/data/languages/maw_Latn.textproto
@@ -2,6 +2,8 @@ id: "maw_Latn"
 language: "maw"
 script: "Latn"
 name: "Mampruli"
+population: 230000
+region: "GH"
 exemplar_chars {
   base: "a A b B d D ɛ Ɛ e E f F g G h H i I o O k K l L m M n N ŋ Ŋ ɔ Ɔ p P r R s S t T u U v V w W y Y z Z"
   auxiliary: "c C j J q Q x X"
diff --git a/Lib/gflanguages/data/languages/mcn_Latn.textproto b/Lib/gflanguages/data/languages/mcn_Latn.textproto
new file mode 100644
index 0000000000..ffb41c94b6
--- /dev/null
+++ b/Lib/gflanguages/data/languages/mcn_Latn.textproto
@@ -0,0 +1,15 @@
+id: "mcn_Latn"
+language: "mcn"
+script: "Latn"
+name: "Masana"
+autonym: "masana"
+population: 230000
+region: "TD"
+exemplar_chars {
+  base: "A B Ɓ C D Ɗ E F G H Ɦ I J K L M N Ŋ O P R S T U V W Y Z a b c d e f g h ɦ i j k l m n ŋ o p r s t u v w y z"
+  auxiliary: "Ḇ Ḏ ḇ ḏ"
+  marks: "◌̱ ◌̂"
+}
+source: "Wikipedia"
+source: "Unicode proposal: https://www.unicode.org/L2/L2010/10166-chad.pdf"
+source: "https://www.bible.com/versions/557"
diff --git a/Lib/gflanguages/data/languages/mey_Latn.textproto b/Lib/gflanguages/data/languages/mey_Latn.textproto
index c563684d0d..ed520777b0 100644
--- a/Lib/gflanguages/data/languages/mey_Latn.textproto
+++ b/Lib/gflanguages/data/languages/mey_Latn.textproto
@@ -2,5 +2,12 @@ id: "mey_Latn"
 language: "mey"
 script: "Latn"
 name: "Hassaniyya"
+autonym: "ḥassaniya"
 population: 7238
 region: "SN"
+exemplar_chars {
+  base: "A B C D E F G H I J K L M N O Q R S T U V W X Y Z a b c d e f g h i j k l m n o q r s t u v w x y z Ë Ñ ë ñ Ŝ ŝ Ŧ ŧ Ż ż ʼ Ḍ ḍ Ḥ ḥ Ṣ ṣ Ṭ ṭ Ẋ ẋ Ẓ ẓ"
+  marks: "◌̂ ◌̈ ◌̃ ◌̇ ◌̣"
+}
+source: "République du Sénégal, Décret no 2005-980 relatif à l’orthographe et la séparation des mots en ḥassinya, 21 octobre 2005"
+source: "Omniglot"
diff --git a/Lib/gflanguages/data/languages/mfd_Latn.textproto b/Lib/gflanguages/data/languages/mfd_Latn.textproto
new file mode 100644
index 0000000000..11135bf4c5
--- /dev/null
+++ b/Lib/gflanguages/data/languages/mfd_Latn.textproto
@@ -0,0 +1,26 @@
+id: "mfd_Latn"
+language: "mfd"
+script: "Latn"
+name: "Mendankwe-Nkwen"
+population: 28000
+region: "CM"
+exemplar_chars {
+  base: "a A b B {ch} {CH} d D e E ə Ə ɛ Ɛ f F g G {gh} {GH} i I j J k K l L m M n N ŋ Ŋ o O r R s S {sh} {SH} t T u U w W y Y z Z {zh} {ZH} ɂ Ɂ"
+  auxiliary: "c C d D h H q Q v V x X ʼ ˀ"
+}
+sample_text {
+  masthead_full: "ƏəŊŋ"
+  masthead_partial: "Ee"
+  styles: "Mə̀ghəmə nə̀kwà nə ǹchə̀-mòɂo"
+  tester: "Lamshì nə ə̀boɂo bə̌ əduŋə ma ə̀boo nə njyə."
+  poster_sm: "Njinjìɂì"
+  poster_md: "A afàɂa"
+  poster_lg: "Ə̀boɂo"
+  specimen_48: "Boŋə ò nyesə̀ ndyâ zhə̀ nə mə̀ngòɂò bwo waŋsə-nshye."
+  specimen_36: "Ŋorə nə nùŋə̀ nə ndə̀-fə̀ɂə̀ bə̌ ədzuŋə də̀sə fəɂə̀. Lamshì nə ə̀boɂo bə̌ əduŋə ma ə̀boo nə njyə. Boŋə ò nyesə̀ ndyâ zhə̀ nə mə̀ngòɂò bwo waŋsə-nshye. Sama, a zhi wwo ghə̀rə a waŋsə-nshye ku nəli wwò. Talà zhwe àbaɂatə-kaŋə atyə àkəɂətə̀."
+  specimen_32: "Bamə nə ghəghənə nə njinjìɂì bə̌ bə̀səɂə. Tòɂòrə̀ bikakə seŋe bə. Dədoɂo bwo ǹnà-mə̀karə nə forə nə tòɂòrə̀ bə̌ mə̀nà. Chɛ̀kə̀rə̀ nə àkə̀ɂətə nə fəkəbə nə mə̀saŋə àshìshì nə àzarə nə ǹzhà bə̌ ə̀dzuŋə məmə̀ ndyâ. Àbàà nə fɛrə nə yɛ̀rə̀ bə̀̌ ə̀dzuŋə nyèsə nnu."
+  specimen_21: "Bamə nə ghəghənə nə njinjìɂì bə̌ bə̀səɂə. Tòɂòrə̀ bikakə seŋe bə. Dədoɂo bwo ǹnà-mə̀karə nə forə nə tòɂòrə̀ bə̌ mə̀nà. Chɛ̀kə̀rə̀ nə àkə̀ɂətə nə fəkəbə nə mə̀saŋə àshìshì nə àzarə nə ǹzhà bə̌ ə̀dzuŋə məmə̀ ndyâ. Àbàà nə fɛrə nə yɛ̀rə̀ bə̀̌ ə̀dzuŋə nyèsə nnu. Ŋorə nə nùŋə̀ nə ndə̀-fə̀ɂə̀ bə̌ ədzuŋə də̀sə fəɂə̀. Lamshì nə ə̀boɂo bə̌ əduŋə ma ə̀boo nə njyə."
+  specimen_16: "Bamə nə ghəghənə nə njinjìɂì bə̌ bə̀səɂə. Tòɂòrə̀ bikakə seŋe bə. Dədoɂo bwo ǹnà-mə̀karə nə forə nə tòɂòrə̀ bə̌ mə̀nà. Chɛ̀kə̀rə̀ nə àkə̀ɂətə nə fəkəbə nə mə̀saŋə àshìshì nə àzarə nə ǹzhà bə̌ ə̀dzuŋə məmə̀ ndyâ. Àbàà nə fɛrə nə yɛ̀rə̀ bə̀̌ ə̀dzuŋə nyèsə nnu. Ŋorə nə nùŋə̀ nə ndə̀-fə̀ɂə̀ bə̌ ədzuŋə də̀sə fəɂə̀. Lamshì nə ə̀boɂo bə̌ əduŋə ma ə̀boo nə njyə. Boŋə ò nyesə̀ ndyâ zhə̀ nə mə̀ngòɂò bwo waŋsə-nshye. Sama, a zhi wwo ghə̀rə a waŋsə-nshye ku nəli wwò. Talà zhwe àbaɂatə-kaŋə atyə àkəɂətə̀."
+}
+source: "“Nkwen Language Alphabet, General Education For All And Entertainment”, 8 January 2020, https://nwufortherese.education/archives/1864"
+source: "“NKWEN LANGUAGE LESSONS Greetings, family, Alphabet, Tone Marks, Numbers”, General Education For All And Entertainment, 25 February 2021, https://nwufortherese.education/archives/1366"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/mfv_Latn.textproto b/Lib/gflanguages/data/languages/mfv_Latn.textproto
index c49efe0a27..bde38e63c3 100644
--- a/Lib/gflanguages/data/languages/mfv_Latn.textproto
+++ b/Lib/gflanguages/data/languages/mfv_Latn.textproto
@@ -2,8 +2,12 @@ id: "mfv_Latn"
 language: "mfv"
 script: "Latn"
 name: "Mandjak"
+autonym: "manjak"
 population: 121170
 region: "SN"
 exemplar_chars {
-  base: "a A b B c C d D e E ë Ë f F g G h H i I j J k K l L m M n N ñ Ñ ŋ Ŋ o O p P r R s S ŝ Ŝ t T ţ Ţ u U w W y Y z Z"
+  base: "a A á Á b B c C d D e E ë Ë f F g G h H i I í Í j J k K l L m M n N ñ Ñ ŋ Ŋ o O ó Ó p P r R s S ŝ Ŝ t T ţ Ţ u U ú Ú w W y Y z Z"
+  marks: "◌́ ◌̂ ◌̈ ◌̃ ◌̧"
 }
+source: "République du Sénégal, Décret no 2005-983 relatif à l’orthographe et la séparation des mots en manjakú, 21 octobre 2005"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/mh_Latn.textproto b/Lib/gflanguages/data/languages/mh_Latn.textproto
index 457862b7a4..19d45b6420 100644
--- a/Lib/gflanguages/data/languages/mh_Latn.textproto
+++ b/Lib/gflanguages/data/languages/mh_Latn.textproto
@@ -2,13 +2,14 @@ id: "mh_Latn"
 language: "mh"
 script: "Latn"
 name: "Marshallese"
-autonym: "Kajin M̧ajeļ"
+autonym: "Kajin Ṃajeḷ"
 population: 56879
 region: "MH"
 exemplar_chars {
-  base: "A Ā B D E I J K L Ļ M M̧ N Ņ N̄ O Ō O̧ P R T U Ū W a ā b d e i j k l ļ m m̧ n ņ n̄ o ō o̧ p r t u ū w"
-  marks: "◌̄ ◌̦ ◌̧ ◌̨"
+  base: "A Ā B D E I J K L Ļ Ḷ M {M̧} Ṃ N Ņ Ṇ {N̄} O Ō {O̧} Ọ P R T U Ū W a ā b d e i j k l ļ ḷ m {m̧} ṃ n ņ ṇ {n̄} o ō {o̧} ọ p r t u ū w"
+  marks: "◌̄ ◌̦ ◌̧ ◌̨ ◌̣"
 }
+note: "Letters with cedilla have been replaced by letters with dot below as in the Marshallese-English Online Dictionary. Nevertheless, they should have a consistent cedilla when used."
 sample_text {
   masthead_full: "AaRr"
   masthead_partial: "Mm"
diff --git a/Lib/gflanguages/data/languages/mkl_Latn.textproto b/Lib/gflanguages/data/languages/mkl_Latn.textproto
index 005b86caa2..930030bdb2 100644
--- a/Lib/gflanguages/data/languages/mkl_Latn.textproto
+++ b/Lib/gflanguages/data/languages/mkl_Latn.textproto
@@ -2,6 +2,8 @@ id: "mkl_Latn"
 language: "mkl"
 script: "Latn"
 name: "Mokole"
+population: 36000
+region: "BJ"
 exemplar_chars {
   base: "a A b B d D e E ɛ Ɛ f F g G h H i I j J k K l L m M n N o O ɔ Ɔ r R s S t T u U w W y Y"
   marks: "◌́ ◌̀"
diff --git a/Lib/gflanguages/data/languages/mnk_Latn.textproto b/Lib/gflanguages/data/languages/mnk_Latn.textproto
new file mode 100644
index 0000000000..5b577312d2
--- /dev/null
+++ b/Lib/gflanguages/data/languages/mnk_Latn.textproto
@@ -0,0 +1,13 @@
+id: "mnk_Latn"
+language: "mnk"
+script: "Latn"
+name: "Mandinka"
+autonym: "mandinka"
+population: 1300000
+region: "SN"
+exemplar_chars {
+  base: "A B C D E F G H I J K L M N O P R S T U W Y a b c d e f g h i j k l m n o p r s t u w y Ñ ñ Ŋ ŋ"
+  marks: "◌̃"
+}
+source: "République du Sénégal, Décret no 2005-982 relatif à l’orthographe et la séparation des mots en mandinka, 21 octobre 2005"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/mql_Latn.textproto b/Lib/gflanguages/data/languages/mql_Latn.textproto
index ed2d50a37e..fffc07f363 100644
--- a/Lib/gflanguages/data/languages/mql_Latn.textproto
+++ b/Lib/gflanguages/data/languages/mql_Latn.textproto
@@ -2,6 +2,8 @@ id: "mql_Latn"
 language: "mql"
 script: "Latn"
 name: "Mbelime"
+population: 37600
+region: "BJ"
 exemplar_chars {
   base: "a A á Á ā Ā b B c C d D e E é É ē Ē ɛ Ɛ f F h H i I í Í ī Ī ḭ Ḭ k K m M n N ń Ń o O ó Ó ō Ō ɔ Ɔ p P s S t T u U ú Ú ū Ū ṵ Ṵ w W y Y"
   marks: "◌́ ◌̄ ◌̰"
diff --git a/Lib/gflanguages/data/languages/myk_Latn.textproto b/Lib/gflanguages/data/languages/myk_Latn.textproto
index e2c49ec0c4..5e797e0f64 100644
--- a/Lib/gflanguages/data/languages/myk_Latn.textproto
+++ b/Lib/gflanguages/data/languages/myk_Latn.textproto
@@ -1,9 +1,15 @@
 id: "myk_Latn"
 language: "myk"
 script: "Latn"
-name: "Sénoufo, Mamara"
+name: "Mamara Senoufo"
+autonym: "mamaara"
+population: 740000
+region: "ML"
 exemplar_chars {
-  base: "a A á Á à À b B c C d D e E é É è È ɛ Ɛ f F g G h H i I í Í j J k K l L m M n N ɲ Ɲ ŋ Ŋ o O ò Ò ɔ Ɔ p P r R s S t T u U ú Ú ù Ù v V w W x X y Y z Z"
-  marks: "◌́ ◌̀"
+  base: "a A á Á à À b B c C d D e E é É è È ɛ Ɛ {ɛ́} {Ɛ́} {ɛ̀} {Ɛ̀} f F g G h H i I í Í ì Ì j J k K l L m M n N ɲ Ɲ ŋ Ŋ o O ó Ó ò Ò ɔ Ɔ {ɔ́} {Ɔ́} {ɔ̀} {Ɔ̀} p P r R s S t T u U ú Ú ù Ù v V w W x X y Y z Z"
   auxiliary: "q Q"
-}
\ No newline at end of file
+  marks: "◌̀ ◌́"
+}
+source: "République du Mali, Direction nationale de l’alphabétisation fonctionnelle et de la linguistique appliquée, Alphabets et règles d’orthographe des langues nationales, Bamako, DNAFLA, 1993"
+source: "Wikipedia"
+source: "https://www.bible.com/versions/1140"
diff --git a/Lib/gflanguages/data/languages/mym_Latn.textproto b/Lib/gflanguages/data/languages/mym_Latn.textproto
index b8c508a9ae..60fabd1263 100644
--- a/Lib/gflanguages/data/languages/mym_Latn.textproto
+++ b/Lib/gflanguages/data/languages/mym_Latn.textproto
@@ -2,6 +2,8 @@ id: "mym_Latn"
 language: "mym"
 script: "Latn"
 name: "Me’en"
+population: 150000
+region: "ET"
 exemplar_chars {
   base: "a A b B c C d D e E ɛ Ɛ g G h H i I j J k K l L m M n N o O ɔ Ɔ p P r R s S t T u U w W y Y z Z"
   auxiliary: "f F q Q v V x X"
diff --git a/Lib/gflanguages/data/languages/nmz_Latn.textproto b/Lib/gflanguages/data/languages/nmz_Latn.textproto
index d2990e284e..8f51aa306f 100644
--- a/Lib/gflanguages/data/languages/nmz_Latn.textproto
+++ b/Lib/gflanguages/data/languages/nmz_Latn.textproto
@@ -2,8 +2,14 @@ id: "nmz_Latn"
 language: "nmz"
 script: "Latn"
 name: "Nawdm"
+autonym: "nawdm"
+population: 150000
+region: "GH"
+region: "TG"
 exemplar_chars {
-  base: "a A à À á Á b B d D e E ɛ Ɛ f F g G h H ɦ Ɦ i I j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ r R s S t T u U v V w W y Y"
-  marks: "◌̀ ◌́ ◌̈"
-  auxiliary: "c C p P q Q x X z Z"
-}
\ No newline at end of file
+  base: "a A b B d D e E ɛ Ɛ f F g G {g̈} {G̈} h H ɦ Ɦ i I j J k K l L m M n {n̈} {N̈} N ŋ Ŋ {ŋ̈} {Ŋ̈} o O ɔ Ɔ r R s S t T u U v V w W y Y"
+  auxiliary: "c C ĥ Ĥ p P q Q x X z Z"
+  marks: "◌̀ ◌́ ◌̂ ◌̈"
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/nawdm"
diff --git a/Lib/gflanguages/data/languages/nnw_Latn.textproto b/Lib/gflanguages/data/languages/nnw_Latn.textproto
index cc53bd46e9..2f7e2ca4d7 100644
--- a/Lib/gflanguages/data/languages/nnw_Latn.textproto
+++ b/Lib/gflanguages/data/languages/nnw_Latn.textproto
@@ -1,8 +1,15 @@
 id: "nnw_Latn"
 language: "nnw"
 script: "Latn"
-name: "Nuni, Southern"
+name: "Southern Nuni"
+autonym: "nʋnɩ"
+population: 147000
+region: "BF"
 exemplar_chars {
-  base: "a A b B c C d D e E f F g G h H i I j J k K l L m M n N o O p P r R s S t T u U v V w W y Y z Z ŋ Ŋ ɔ Ɔ ə Ə ɛ Ɛ ɩ Ɩ ʋ Ʋ"
+  base: "a A b B c C d D e E ə Ə ɛ Ɛ f F g G h H i I ɩ Ɩ j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U v V ʋ Ʋ w W y Y z Z Á É {Ə́} {Ɛ́} Í Ó {Ɔ́} Ú À È {Ə̀} {Ɛ̀} Ì Ò {Ɔ̀} Ù á é {ə́} {ɛ́} í ó {ɔ́} ú à è {ə̀} {ɛ̀} ì ò {ɔ̀} ù"
+  auxiliary: "ǝ Ǝ q Q x X"
   marks: "◌̀ ◌́"
-}
\ No newline at end of file
+}
+source: "Wikipedia"
+source: "https://www.nunisud.com"
+source: "Rhonda L. Hartell, Alphabets de langues africaines, 1993, p. 52."
diff --git a/Lib/gflanguages/data/languages/ntm_Latn.textproto b/Lib/gflanguages/data/languages/ntm_Latn.textproto
index aad071245e..4f66c8fe32 100644
--- a/Lib/gflanguages/data/languages/ntm_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ntm_Latn.textproto
@@ -2,8 +2,10 @@ id: "ntm_Latn"
 language: "ntm"
 script: "Latn"
 name: "Nateni"
+population: 100000
+region: "BJ"
 exemplar_chars {
-  base: "á Á b B c C d D e E è È é É ɛ Ɛ f F h H i I ì Ì í Í ḭ Ḭ k K m M n N ǹ Ǹ ń Ń o O ò Ò ó Ó ɔ Ɔ p P s S t T u U ù Ù ú Ú ṵ Ṵ w W y Y"
+  base: "a A à À á Á {a̰} {A̰} {à̰} {À̰} {á̰} {Á̰} b B c C d D e E è È é É ɛ Ɛ ɛ̀ Ɛ̀ ɛ́ Ɛ́ {ɛ̰} {Ɛ̰} {ɛ̰̀} {Ɛ̰̀} {ɛ̰́} {Ɛ̰́} f F h H i I ì Ì í Í ḭ Ḭ {ḭ̀} {Ḭ̀} {ḭ́} {Ḭ́} k K m M n N ǹ Ǹ ń Ń o O ò Ò ó Ó ɔ Ɔ ɔ̀ Ɔ̀ ɔ́ Ɔ́ {ɔ̰} {Ɔ̰} {ɔ̰̀} {Ɔ̰̀} {ɔ̰́} {Ɔ̰́} p P s S t T u U ù Ù ú Ú ṵ Ṵ {ṵ̀} {Ṵ̀} {ṵ́} {Ṵ́} w W y Y"
   marks: "◌́ ◌̰ ◌̀"
   auxiliary: "l L q Q r R v V x X z Z"
 }
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/nuk_Latn.textproto b/Lib/gflanguages/data/languages/nuk_Latn.textproto
new file mode 100644
index 0000000000..3c17ebd6fc
--- /dev/null
+++ b/Lib/gflanguages/data/languages/nuk_Latn.textproto
@@ -0,0 +1,13 @@
+id: "nuk_Latn"
+language: "nuk"
+script: "Latn"
+name: "Nuuchahnulth"
+autonym: "nuučaan̓uɫ"
+population: 800
+region: "CA"
+exemplar_chars {
+  base: "A C E H I K M N O P Q S T U W X Y a c e h i k m n o p q s t u w x y Č č Ł ł Š š ƛ ʔ ʕ ʷ Ḥ ḥ"
+  marks: "◌̌ ◌̓ ◌̣"
+}
+source: "FirstVoices"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/nv_Latn.textproto b/Lib/gflanguages/data/languages/nv_Latn.textproto
index dacfdc33db..3887ab48e2 100644
--- a/Lib/gflanguages/data/languages/nv_Latn.textproto
+++ b/Lib/gflanguages/data/languages/nv_Latn.textproto
@@ -6,7 +6,7 @@ autonym: "Diné Bizaad"
 population: 166319
 region: "US"
 exemplar_chars {
-  base: "A Ą B C D E Ę G H I Į J K L Ł M N O Ǫ S T W X Y Z a á ą ą́ b c d e é ę ę́ g h i í į į́ j k l ł m n o ó ǫ ǫ́ s t w x y z ʼ"
+  base: "A Ą B C D E Ę G H I Į J K L Ł M N O Ǫ S T W X Y Z a á ą {ą́} b c d e é ę {ę́} g h i í į {į́} j k l ł m n o ó ǫ {ǫ́} s t w x y z ʼ"
   marks: "◌́ ◌̨"
 }
 sample_text {
diff --git a/Lib/gflanguages/data/languages/nza_Latn.textproto b/Lib/gflanguages/data/languages/nza_Latn.textproto
new file mode 100644
index 0000000000..33611289ec
--- /dev/null
+++ b/Lib/gflanguages/data/languages/nza_Latn.textproto
@@ -0,0 +1,14 @@
+id: "nza_Latn"
+language: "nza"
+script: "Latn"
+name: "Tigon Mbembe"
+autonym: "Mbembe"
+population: 60000
+region: "CM"
+exemplar_chars {
+  base: "A B C D E F G H I J K L M N O P R S T U V W Y Z a b c d e f g h i j k l m n o p r s t u v w y z À Á Â È É Ê Ì Í Î Ò Ó Ô Ù Ú Û à á â è é ê ì í î ò ó ô ù ú û Ě ě Ŋ ŋ Ɔ Ɛ Ǎ ǎ Ǐ ǐ Ǒ ǒ Ǔ ǔ ɑ ɔ ɛ Ɑ"
+  marks: "◌̀ ◌́ ◌̂ ◌̌"
+}
+note: "Tigon Mbembe in Nigeria may have a different orthography."
+source: "Julius A. Eyoh, Emmanuel S. Echebi, Mbembe Orthography Guide, Cameroon Association for Bible Translation and Literacy (CABTAL), 2009"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/okr_Latn.textproto b/Lib/gflanguages/data/languages/okr_Latn.textproto
index e0b38c8e7e..cfc9608b5d 100644
--- a/Lib/gflanguages/data/languages/okr_Latn.textproto
+++ b/Lib/gflanguages/data/languages/okr_Latn.textproto
@@ -2,8 +2,12 @@ id: "okr_Latn"
 language: "okr"
 script: "Latn"
 name: "Kirike"
+population: 570000
+region: "NG"
 exemplar_chars {
-  base: "a A b B ḅ Ḅ d D ḍ Ḍ e E ẹ Ẹ f F g G h H i I ị Ị j J k K l L m M n N o O ọ Ọ p P r R s S t T u U ụ Ụ v V w W y Y z Z"
-  marks: "◌̣"
+  base: "a A b B ḅ Ḅ {ch} {CH} d D ḍ Ḍ e E ẹ Ẹ f F g G h H i I ị Ị j J k K l L m M n N ñ Ñ o O ọ Ọ p P r R s S t T u U ụ Ụ v V w W y Y z Z"
+  marks: "◌̃ ◌̣"
   auxiliary: "c C q Q x X"
-}
\ No newline at end of file
+}
+source: "Isaac Eyi Ngulube, “Okrika orthography”, in Ozo-mekuri Ndimele, Orthographies of Nigerian Languages: Manual X, Nigerian Educational Research and Development Council (NERDC), 2011, 98-119"
+source: "Wikipedia"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/oma_Latn.textproto b/Lib/gflanguages/data/languages/oma_Latn.textproto
new file mode 100644
index 0000000000..5cc639ea91
--- /dev/null
+++ b/Lib/gflanguages/data/languages/oma_Latn.textproto
@@ -0,0 +1,12 @@
+id: "oma_Latn"
+language: "oma"
+script: "Latn"
+name: "Omaha-Ponca"
+autonym: "Umaⁿhaⁿ"
+population: 85
+region: "US"
+exemplar_chars {
+  base: "A B C D E G H I J K M N O P Q S T U W X Z a b c d e g h i j k m n o p q s t u w x z ʰ ’ ⁿ"
+}
+source: "Omaha & Ponca Digital Dictionary"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/ozm_Latn.textproto b/Lib/gflanguages/data/languages/ozm_Latn.textproto
index 6ea23d3a71..b38a3c37f0 100644
--- a/Lib/gflanguages/data/languages/ozm_Latn.textproto
+++ b/Lib/gflanguages/data/languages/ozm_Latn.textproto
@@ -2,7 +2,14 @@ id: "ozm_Latn"
 language: "ozm"
 script: "Latn"
 name: "Koonzime"
+autonym: "kɔ́ɔzime"
+population: 40000
+region: "CM"
 exemplar_chars {
-  base: "a A b B c C d D e E ɛ Ɛ f F g G h H i I ɨ Ɨ j J k K l L m M n N ŋ Ŋ o O ø Ø ɔ Ɔ œ Œ p P r R s S t T u U ʉ Ʉ v V w W y Y z Z"
-  auxiliary: "q Q x X"
-}
\ No newline at end of file
+  base: "a A b B c C d D e E ɛ Ɛ f F g G h H i I ɨ Ɨ j J k K ʼ l L m M n N ŋ Ŋ o O œ Œ Ø ø ɔ Ɔ p P r R s S t T u U ʉ Ʉ v V w W y Y z Z Á É {Ɛ́} Í {Ɨ́} Ó {Œ́} Ǿ {Ɔ́} Ú {Ʉ́} Â Ê {Ɛ̂} Î {Ɨ̂} Ô {Œ̂} {Ø̂} {Ɔ̂} Û Ǎ Ě {Ɛ̌} Ǐ {Ɨ̌} Ǒ {Œ̌} {Ø̌} {Ɔ̌} Ǔ {Ʉ̌} á é {ɛ́} í {ɨ́} ó {œ́} ǿ {ɔ́} ú {ʉ́} â ê {ɛ̂} î {ɨ̂} ô {œ̂} {ø̂} {ɔ̂} û ǎ ě {ɛ̌} ǐ {ɨ̌} ǒ {œ̌} {ø̌} {ɔ̌} ǔ {ʉ̌}"
+  marks: "◌̀ ◌́ ◌̂ ◌̌"
+}
+note: "Badweʼe doesn’t use ø and its accented forms."
+source: "Wikipedia"
+source: "https://www.webonary.org/badwe"
+source: "Keith Beavon and Mary Beavon, Lexique kɔ́ɔnzime-français, Ministère de la Recherche Scientifique et Technique and SIL, Yaoundé, 1996."
diff --git a/Lib/gflanguages/data/languages/pug_Latn.textproto b/Lib/gflanguages/data/languages/pug_Latn.textproto
new file mode 100644
index 0000000000..ffa459d14e
--- /dev/null
+++ b/Lib/gflanguages/data/languages/pug_Latn.textproto
@@ -0,0 +1,14 @@
+id: "pug_Latn"
+language: "pug"
+script: "Latn"
+name: "Phuie"
+autonym: "phuó"
+population: 14000
+region: "BF"
+exemplar_chars {
+  base: "A B Ɓ C D Ɗ E Ɛ F G H I Ɩ J K L M N Ɲ Ŋ O Ɔ P R S T U Ʋ V W Ⱳ Y Ƴ {Za} b ɓ c d ɗ e ɛ f g h i ɩ j k l m n ɲ ŋ o ɔ p r s t u ʋ v w ⱳ y ƴ z à Ẽ {Ɛ̃} Ĩ {Ɩ̃} Õ {Ɔ̃} Ũ {Ʋ̃} À È {Ɛ̀} Ì {Ɩ̀} Ò {Ɔ̀} Ù {Ʋ̀} Á É {Ɛ́} Í {Ɩ́} Ó {Ɔ́} Ú {Ʋ́} {Ã̀} {Ẽ̀} {Ɛ̃̀} {Ĩ̀} {Ɩ̃̀} {Õ̀} {Ɔ̃̀} {Ũ̀} {Ʋ̃̀} {Ã́} {Ẽ́} {Ɛ̃́} {Ĩ́} {Ɩ̃́} Ṍ {Ɔ̃́} Ṹ {Ʋ̃́} ã ẽ {ɛ̃} ĩ {ɩ̃} õ {ɔ̃} ũ {ʋ̃} à è {ɛ̀} ì {ɩ̀} ò {ɔ̀} ù {ʋ̀} á é {ɛ́} í {ɩ́} ó {ɔ́} ú {ʋ́} {ã̀} {ẽ̀} {ɛ̃̀} {ĩ̀} {ɩ̃̀} {õ̀} {ɔ̃̀} {ũ̀} {ʋ̃̀} {ã́} {ẽ́} {ɛ̃́} {ĩ́} {ɩ̃́} ṍ {ɔ̃́} ṹ {ʋ̃́}"
+  marks: "◌̀ ◌́ ◌̃"
+}
+source: "Wikipedia"
+source: "http://www.puguli.com"
+source: "https://www.webonary.org/phuien"
diff --git a/Lib/gflanguages/data/languages/puu_Latn.textproto b/Lib/gflanguages/data/languages/puu_Latn.textproto
index 1e59ac02e5..96c8a991b5 100644
--- a/Lib/gflanguages/data/languages/puu_Latn.textproto
+++ b/Lib/gflanguages/data/languages/puu_Latn.textproto
@@ -2,5 +2,13 @@ id: "puu_Latn"
 language: "puu"
 script: "Latn"
 name: "Punu"
+autonym: "yipunu"
 population: 200781
 region: "GA"
+exemplar_chars {
+    base: "a A b B d D e E f F g G i I j J k K l L m M n N ñ Ñ o O p P r R s S t T u U v V w W y Y {mb} {MB} {mf} {MF} {nd} {ND} {ng} {NG} {nz} {NZ} {ts} {TS}"
+    marks: "◌̃"
+    auxiliary: "ꞵ Ꞵ c C ɣ Ɣ h H q Q x X z Z"
+}
+source: "Mabik-ma-Kombil, Parlons yipunu: langue et culture des Punu du Gabon-Congo, Paris, L’Harmattan, 2001"
+source: "Jérôme Tangu Kwenzi-Mikala, “Yipunu”, Revue gabonaise des sciences de l’Homme, no. 2 “Actes du séminaire des experts : Alphabet scientifique des langues du Gabon (20/24 février 1989)”, 1990, 299-306"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/rap_Latn.textproto b/Lib/gflanguages/data/languages/rap_Latn.textproto
index 1b23623cff..be9bc12138 100644
--- a/Lib/gflanguages/data/languages/rap_Latn.textproto
+++ b/Lib/gflanguages/data/languages/rap_Latn.textproto
@@ -2,4 +2,5 @@ id: "rap_Latn"
 language: "rap"
 script: "Latn"
 name: "Rapanui"
-population: 0
+population: 1000
+region: "CL"
diff --git a/Lib/gflanguages/data/languages/sav_Latn.textproto b/Lib/gflanguages/data/languages/sav_Latn.textproto
index 89a9bf0121..fc71c54532 100644
--- a/Lib/gflanguages/data/languages/sav_Latn.textproto
+++ b/Lib/gflanguages/data/languages/sav_Latn.textproto
@@ -2,8 +2,12 @@ id: "sav_Latn"
 language: "sav"
 script: "Latn"
 name: "Saafi-Saafi"
+autonym: "saafi-saafi"
 population: 236046
 region: "SN"
 exemplar_chars {
   base: "a A b B ɓ Ɓ c C d D ɗ Ɗ e E f F g G h H i I j J k K l L m M n N ñ Ñ ŋ Ŋ o O p P r R s S t T u U w W y Y ƴ Ƴ ’"
+  marks: "◌̃"
 }
+source: "République du Sénégal, Décret no 2005-989 relatif à l’orthographe et la séparation des mots en saafi-saafi, 21 octobre 2005"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/sbd_Latn.textproto b/Lib/gflanguages/data/languages/sbd_Latn.textproto
new file mode 100644
index 0000000000..797e580d2c
--- /dev/null
+++ b/Lib/gflanguages/data/languages/sbd_Latn.textproto
@@ -0,0 +1,13 @@
+id: "sbd_Latn"
+language: "sbd"
+script: "Latn"
+name: "Southern Samo"
+population: 85000
+region: "BF"
+exemplar_chars {
+  base: "A B C D E Ɛ Ə F I K L M N Ŋ O Ɔ P R S T U W Y a b c d e ɛ ə f i k l m n ŋ o ɔ p r s t u w y À È {Ɛ̀} {Ə̀} Ì Ǹ Ò {Ɔ̀} Ù Á É Í Ń Ó Ú Ǎ Ě {Ə̌} {Ɛ̌} Ǐ Ǒ {Ɔ̌} Ǔ Ä Ë {Ɛ̈} {Ə̈} Ï Ö {Ɔ̈} Ü Ã Ĩ {Ɔ̃} Ũ à è {ɛ̀} {ə̀} ì ǹ ò {ɔ̀} ù á é {ɛ́} {ə́} í ń ó {ɔ́} ú ǎ ě {ɛ̌} {ə̌} ǐ ǒ {ɔ̌} ǔ ä ë {ɛ̈} {ə̈} ï ö {ɔ̈} ü ã ĩ {ɔ̃} ũ"
+  auxiliary: "G H J Q Z g h j q z"
+  marks: "◌̀ ◌́ ◌̌ ◌̈ ◌̃"
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/san-sud"
diff --git a/Lib/gflanguages/data/languages/scs_Latn.textproto b/Lib/gflanguages/data/languages/scs_Latn.textproto
index a069b8dc3f..f75c200c4e 100644
--- a/Lib/gflanguages/data/languages/scs_Latn.textproto
+++ b/Lib/gflanguages/data/languages/scs_Latn.textproto
@@ -2,5 +2,5 @@ id: "scs_Latn"
 language: "scs"
 script: "Latn"
 name: "North Slavey"
-population: 1243
+population: 770
 region: "CA"
diff --git a/Lib/gflanguages/data/languages/see_Latn.textproto b/Lib/gflanguages/data/languages/see_Latn.textproto
index dc3dd68811..345057b1cc 100644
--- a/Lib/gflanguages/data/languages/see_Latn.textproto
+++ b/Lib/gflanguages/data/languages/see_Latn.textproto
@@ -2,4 +2,5 @@ id: "see_Latn"
 language: "see"
 script: "Latn"
 name: "Seneca"
-population: 0
+population: 100
+region: "US"
diff --git a/Lib/gflanguages/data/languages/shz_Latn.textproto b/Lib/gflanguages/data/languages/shz_Latn.textproto
new file mode 100644
index 0000000000..6e57dae6ec
--- /dev/null
+++ b/Lib/gflanguages/data/languages/shz_Latn.textproto
@@ -0,0 +1,12 @@
+id: "shz_Latn"
+language: "shz"
+script: "Latn"
+name: "Syenara Senoufo"
+autonym: "syenara"
+population: 210000
+region: "ML"
+exemplar_chars {
+  base: "A B C D E F G H I J K L M N O P R S T U V W Y Z a b c d e f g h i j k l m n o p r s t u v w y z Ŋ ŋ Ɔ Ɛ Ɲ ɔ ɛ ɲ"
+}
+source: "République du Mali, Direction nationale de l’alphabétisation fonctionnelle et de la linguistique appliquée, Alphabets et règles d’orthographe des langues nationales, Bamako, DNAFLA, 1993"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/sld_Latn.textproto b/Lib/gflanguages/data/languages/sld_Latn.textproto
index a1be3ac433..b38a6ff9d7 100644
--- a/Lib/gflanguages/data/languages/sld_Latn.textproto
+++ b/Lib/gflanguages/data/languages/sld_Latn.textproto
@@ -2,7 +2,13 @@ id: "sld_Latn"
 language: "sld"
 script: "Latn"
 name: "Sissala"
+autonym: "sɩ́saalí"
+population: 13000
+region: "BF"
 exemplar_chars {
-  base: "a A b B ɓ Ɓ c C d D e E ɛ Ɛ f F g G h H i I ɩ Ɩ j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U ʋ Ʋ v V w W y Y z Z"
+  base: "a A b B ɓ Ɓ c C d D e E ɛ Ɛ f F g G h H i I ɩ Ɩ j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U v V ʋ Ʋ w W y Y z Z Á É {Ɛ́} Í {Ɩ́} Ó {Ɔ́} Ú {Ʋ́} Ã Ẽ {Ɛ̃} Ĩ {Ɩ̃} Õ {Ɔ̃} {Ʋ̃} {Ã́} {Ẽ́} {Ɛ̃́} {Ĩ́} {Ɩ̃́} Ṍ {Ɔ̃́} {Ʋ̃́} á é {ɛ́} í {ɩ́} ó {ɔ́} ú {ʋ́} ã ẽ {ɛ̃} ĩ {ɩ̃} õ {ɔ̃} {ʋ̃} {ã́} {ẽ́} {ɛ̃́} {ĩ́} {ɩ̃́} ṍ {ɔ̃́} {ʋ̃́}"
   auxiliary: "q Q x X"
-}
\ No newline at end of file
+  marks: "◌́ ◌̃"
+}
+source: "Wikipedia"
+source: "Sisaala Alphabet, Burkina Faso, https://vimeo.com/115757198"
diff --git a/Lib/gflanguages/data/languages/snf_Latn.textproto b/Lib/gflanguages/data/languages/snf_Latn.textproto
index a444416625..8a138d1417 100644
--- a/Lib/gflanguages/data/languages/snf_Latn.textproto
+++ b/Lib/gflanguages/data/languages/snf_Latn.textproto
@@ -2,5 +2,12 @@ id: "snf_Latn"
 language: "snf"
 script: "Latn"
 name: "Noon"
+autonym: "noon"
 population: 37767
 region: "SN"
+exemplar_chars {
+  base: "A B C D E F G H I J K L M N O P R S T U W Y a b c d e f g h i j k l m n o p r s t u w y É Ë Í Ñ Ó Ú é ë í ñ ó ú Ŋ ŋ Ɓ Ɗ Ƴ ƴ ɓ ɗ ʼ"
+  marks: "◌́ ◌̈ ◌̃"
+}
+source: "République du Sénégal, Décret no 2005-986 relatif à l’orthographe et la séparation des mots en noon, 21 octobre 2005"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/soy_Latn.textproto b/Lib/gflanguages/data/languages/soy_Latn.textproto
index a73020819a..abfd3a69a6 100644
--- a/Lib/gflanguages/data/languages/soy_Latn.textproto
+++ b/Lib/gflanguages/data/languages/soy_Latn.textproto
@@ -2,8 +2,10 @@ id: "soy_Latn"
 language: "soy"
 script: "Latn"
 name: "Miyobe"
+region: "BJ"
+region: "TG"
 exemplar_chars {
-  base: "a A á Á c C e E é É ẽ Ẽ ɛ Ɛ f F h H i I í Í ĩ Ĩ k K l L m M n N ŋ Ŋ o O ó Ó õ Õ ṍ Ṍ ɔ Ɔ p P r R s S t T u U ú Ú ũ Ũ ṹ Ṹ w W y Y"
+  base: "a A á Á c C e E é É ẽ Ẽ {ẽ́} {Ẽ́} ɛ Ɛ {ɛ́} {Ɛ́} {ɛ̃} {Ɛ̃} {ɛ̃́} {Ɛ̃́} f F h H i I í Í ĩ Ĩ {ĩ́} {Ĩ́} k K l L m M n N ŋ Ŋ o O ó Ó õ Õ ṍ Ṍ ɔ Ɔ ɔ́ Ɔ́ ɔ̃ Ɔ̃ {ɔ̃́} {Ɔ̃́} p P r R s S t T u U ú Ú ũ Ũ ṹ Ṹ w W y Y"
   marks: "◌́ ◌̃"
   auxiliary: "b B d D g G j J q Q v V x X z Z"
 }
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/suq_Latn.textproto b/Lib/gflanguages/data/languages/suq_Latn.textproto
index b2440bc8cc..b8aa440237 100644
--- a/Lib/gflanguages/data/languages/suq_Latn.textproto
+++ b/Lib/gflanguages/data/languages/suq_Latn.textproto
@@ -2,6 +2,8 @@ id: "suq_Latn"
 language: "suq"
 script: "Latn"
 name: "Suri, Tirmaga-Chai"
+population: 27000
+region: "ET"
 exemplar_chars {
   base: "a A b B d D e E ɛ Ɛ g G h H i I j J k K l L m M n N o O ɔ Ɔ r R s S t T u U w W y Y z Z"
   auxiliary: "f F p P q Q v V x X"
diff --git a/Lib/gflanguages/data/languages/sxw_Latn.textproto b/Lib/gflanguages/data/languages/sxw_Latn.textproto
index 13c30f1d2b..5d17412eee 100644
--- a/Lib/gflanguages/data/languages/sxw_Latn.textproto
+++ b/Lib/gflanguages/data/languages/sxw_Latn.textproto
@@ -1,8 +1,14 @@
 id: "sxw_Latn"
 language: "sxw"
 script: "Latn"
-name: "Gbe, Saxwe"
+name: "Saxwe Gbe"
+autonym: "saxwɛgbe"
+population: 170000
+region: "BJ"
 exemplar_chars {
   base: "a A b B c C d D ɖ Ɖ e E ɛ Ɛ f F g G ɣ Ɣ h H i I j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P r R s S t T u U v V w W x X y Y z Z"
   auxiliary: "q Q"
-}
\ No newline at end of file
+}
+source: "Wikipedia"
+source: "https://www.webonary.org/saxwe"
+source: "https://www.saxwe.net"
diff --git a/Lib/gflanguages/data/languages/syi_Latn.textproto b/Lib/gflanguages/data/languages/syi_Latn.textproto
index cb846100ea..d32c430f10 100644
--- a/Lib/gflanguages/data/languages/syi_Latn.textproto
+++ b/Lib/gflanguages/data/languages/syi_Latn.textproto
@@ -2,4 +2,5 @@ id: "syi_Latn"
 language: "syi"
 script: "Latn"
 name: "Seki"
-population: 0
+population: 12000
+region: "GQ"
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/tfi_Latn.textproto b/Lib/gflanguages/data/languages/tfi_Latn.textproto
index 0802dcb21c..7b63ae0114 100644
--- a/Lib/gflanguages/data/languages/tfi_Latn.textproto
+++ b/Lib/gflanguages/data/languages/tfi_Latn.textproto
@@ -2,6 +2,8 @@ id: "tfi_Latn"
 language: "tfi"
 script: "Latn"
 name: "Gbe, Tofin"
+population: 66000
+region: "BJ"
 exemplar_chars {
   base: "a A b B c C d D ɖ Ɖ e E ɛ Ɛ f F g G h H i I j J k K l L m M n N o O ɔ Ɔ p P s S t T u U w W x X y Y z Z"
   auxiliary: "q Q r R v V"
diff --git a/Lib/gflanguages/data/languages/thp_Latn.textproto b/Lib/gflanguages/data/languages/thp_Latn.textproto
new file mode 100644
index 0000000000..63bb23c5b1
--- /dev/null
+++ b/Lib/gflanguages/data/languages/thp_Latn.textproto
@@ -0,0 +1,14 @@
+id: "thp_Latn"
+language: "thp"
+script: "Latn"
+name: "Thompson"
+autonym: "nłeʔkepmxcin"
+population: 600
+region: "CA"
+exemplar_chars {
+  base: "a c e h i k l m n p q s t u w x y z á é í ó ú ł ƛ ə ɣ ʔ ʕ ʷ θ ḷ ṣ ị"
+  auxiliary: "A b B C d D E f F g G H I j J K L M N o O P Q r R S T U v V W X Y Z Á É Í Ó Ú Ł Ə Ɣ Θ Ḷ Ṣ Ị"
+  marks: "◌́ ◌̓ ◌̣"
+}
+source: "FirstVoices"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/tik_Latn.textproto b/Lib/gflanguages/data/languages/tik_Latn.textproto
index 5f21460d1b..4e6706aa52 100644
--- a/Lib/gflanguages/data/languages/tik_Latn.textproto
+++ b/Lib/gflanguages/data/languages/tik_Latn.textproto
@@ -2,7 +2,14 @@ id: "tik_Latn"
 language: "tik"
 script: "Latn"
 name: "Tikar"
+autonym: "lɛ̀ꞌ Tikarì"
+population: 110000
+region: "CM"
 exemplar_chars {
-  base: "a A æ Æ b B ɓ Ɓ c C d D ɗ Ɗ e E ɛ Ɛ f F g G h H i I j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P s S t T u U v V w W y Y z Z"
+  base: "a A æ Æ b B ɓ Ɓ c C d D ɗ Ɗ e E ɛ Ɛ f F g G h H i I j J k K l L m M n N ŋ Ŋ o O ɔ Ɔ p P s S t T u U v V w W y Y z Z ꞌ Ꞌ À {Æ̀} È {Ɛ̀} Ì {M̀} Ǹ {Ŋ̀} Ò Ù Â {Æ̂} Ê {Ɛ̂} Î Ô Û Ǎ {Æ̌} Ě {Ɛ̌} Ǐ Ǒ Ǔ à {æ̀} è {ɛ̀} ì {m̀} ǹ {ŋ̀} ò ù â {æ̂} ê {ɛ̂} î ô û ǎ {æ̌} ě {ɛ̌} ǐ ǒ ǔ"
   auxiliary: "q Q r R x X"
-}
\ No newline at end of file
+  marks: "◌́ ◌̂ ◌̌"
+}
+source: "Carol Stanley-Thorne, Ɗèwà ŋkònndi kon ŋgɔꞌ twùmwù = Manuel pour lire et écrire la langue tikar, Yaoundé, SIL, Ministère de la Recherche scientifique et de l’Innovation, 2012."
+source: "Wikipedia"
+source: "https://www.webonary.org/tikar"
diff --git a/Lib/gflanguages/data/languages/tnr_Latn.textproto b/Lib/gflanguages/data/languages/tnr_Latn.textproto
index 8aa4ca0c67..6bac198055 100644
--- a/Lib/gflanguages/data/languages/tnr_Latn.textproto
+++ b/Lib/gflanguages/data/languages/tnr_Latn.textproto
@@ -2,8 +2,12 @@ id: "tnr_Latn"
 language: "tnr"
 script: "Latn"
 name: "Ménik"
+autonym: "ménik"
 population: 3304
 region: "SN"
 exemplar_chars {
-  base: "a A b B ɓ Ɓ c C d D ɗ Ɗ e E ë Ë f F g G h H i I j J k K l L m M n N ñ Ñ ŋ Ŋ o O p P r R s S ŝ Ŝ t T u U w W y Y ƴ Ƴ"
+  base: "a A b B ɓ Ɓ c C d D ɗ Ɗ e E é É ë Ë ė Ė f F g G h H i I j J k K l L m M n N ñ Ñ ŋ Ŋ o O ó Ó p P r R s S ŝ Ŝ t T u U w W y Y ƴ Ƴ"
+  marks: "◌̀ ◌́ ◌̂ ◌̈ ◌̃ ◌̇"
 }
+source: "République du Sénégal, Décret no 2005-985 relatif à l’orthographe et la séparation des mots en ménik, 21 octobre 2005"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/tod_Latn.textproto b/Lib/gflanguages/data/languages/tod_Latn.textproto
index be02f2d193..f92f8a0b50 100644
--- a/Lib/gflanguages/data/languages/tod_Latn.textproto
+++ b/Lib/gflanguages/data/languages/tod_Latn.textproto
@@ -2,7 +2,13 @@ id: "tod_Latn"
 language: "tod"
 script: "Latn"
 name: "Toma"
+autonym: "lɔgɔma"
+population: 420000
+region: "GN"
 exemplar_chars {
-  base: "a A á Á b B d D e E é É f F g G i I k K l L m M n N o O p P s S t T u U v V w W y Y z Z ɓ Ɓ ɔ Ɔ ɗ Ɗ ɛ Ɛ ɠ Ɠ ɲ Ɲ ʋ Ʋ"
-  marks: "◌́ ◌̀"
-}
\ No newline at end of file
+  base: "a A b B ɓ Ɓ d D ɗ Ɗ e E ǝ Ǝ ɛ Ɛ f F g G ɠ Ɠ i I j J k K l L m M n N ɲ Ɲ ŋ Ŋ o O ɔ Ɔ p P s S t T u U v V ʋ Ʋ w W y Y z Z"
+  auxiliary: "á Á é É è È ë Ë ö Ö"
+  marks: "◌́ ◌̀ ◌̈"
+}
+source: "Institut de recherches linguistiques appliquées, Le nouvel alphabet des langues guinéennes, Conakry, Institut de recherches linguistiques appliquées, 2015"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/tsi_Latn.textproto b/Lib/gflanguages/data/languages/tsi_Latn.textproto
index 06e4b2878e..c9feb016d7 100644
--- a/Lib/gflanguages/data/languages/tsi_Latn.textproto
+++ b/Lib/gflanguages/data/languages/tsi_Latn.textproto
@@ -2,4 +2,6 @@ id: "tsi_Latn"
 language: "tsi"
 script: "Latn"
 name: "Tsimshian"
-population: 0
+population: 278
+region: "CA"
+region: "US"
diff --git a/Lib/gflanguages/data/languages/ttq_Latn.textproto b/Lib/gflanguages/data/languages/ttq_Latn.textproto
new file mode 100644
index 0000000000..b6f3f7b071
--- /dev/null
+++ b/Lib/gflanguages/data/languages/ttq_Latn.textproto
@@ -0,0 +1,17 @@
+id: "ttq_Latn"
+language: "ttq"
+script: "Latn"
+name: "Tawallammat Tamajaq"
+autonym: "Tawǝllǝmmǝt"
+population: 810000
+region: "ML"
+region: "NE"
+exemplar_chars {
+  base: "A B C D E F G H I J {J̌} K L M N O Q R S T U W X Y Z a b c d e f g h i j k l m n o q r s t u w x y z Â Ê Î Ô Û â ê î ô û Ă ă Ŋ ŋ Š š Ǝ Ɣ ǝ Ǧ ǧ ǰ ɣ Ḍ ḍ Ḷ ḷ Ṣ ṣ Ṭ ṭ Ẓ ẓ"
+  auxiliary: "ʔ"
+  marks: "◌̂ ◌̆ ◌̌ ◌̣"
+}
+source: "Direction Nationale de l’Alphabétisation fonctionnelle et de la Linguistique appliquée (DNAFLA), Alphabets et règles d’orthographe des langues nationales. Bamako: D.N.A.F.L.A. 1993"
+source: "Chantal Enguehard, Alphabet tamajaq – arrêté no 214-99 de la République du Niger, 2007"
+source: "République du Niger, Ministère de l’Éducation nationale, arrêté no 0214/MEN/SPCNRE du 19 octobre 1999 fixant l’orthographe de la langue tamajaq, 1999"
+source: "Wikipedia"
diff --git a/Lib/gflanguages/data/languages/tuz_Latn.textproto b/Lib/gflanguages/data/languages/tuz_Latn.textproto
new file mode 100644
index 0000000000..f52532f6aa
--- /dev/null
+++ b/Lib/gflanguages/data/languages/tuz_Latn.textproto
@@ -0,0 +1,15 @@
+id: "tuz_Latn"
+language: "tuz"
+script: "Latn"
+name: "Turka"
+autonym: "curama"
+population: 37000
+region: "BF"
+exemplar_chars {
+  base: "A Ǝ B C D E Ɛ F G H I Ɩ J K L M N Ɲ O Ɔ P R S T U V W Y a ǝ b c d e ɛ f g h i ɩ j k l m n ɲ o ɔ p r s t u v w y À {Ǝ̀} È {Ɛ̀} Ì {Ɩ̀} Ǹ Ò {Ɔ̀} Ù Á {Ǝ́} É {Ɛ́} Í {Ɩ́} Ń Ó {Ɔ́} Ú Ã {Ǝ̃} {Ɛ̃} Ĩ Õ {Ɔ̃} Ũ {Ã̀} {Ǝ̃̀} {Ɛ̃̀} {Ĩ̀} {Õ̀} {Ɔ̃̀} {Ũ̀} {Ã́} {Ǝ̃́} {Ɛ̃́} {Ĩ́} Ṍ {Ɔ̃́} Ṹ à {ə̀} {ɛ̀} ì ò {ɔ̀} ǹ ù á {ə́} {ɛ́} í ń ó {ɔ́} ú ã {ǝ̃} {ɛ̃} ĩ õ {ɔ̃} ũ {ã̀} {ǝ̃̀} {ɛ̃̀} {ĩ̀} {õ̀} {ɔ̃̀} {ũ̀} {ã́} {ǝ̃́} {ɛ̃́} {ĩ́} ṍ {ɔ̃́} ṹ"
+  auxiliary: "Ə ə"
+  marks: "◌̀ ◌́ ◌̃"
+}
+source: "Wikipedia"
+source: "Colin Suggett, En avant pour le tchourama! Guide d’orthographe tchourama, Ouagadougou, Société Internationale de Linguistique, 2006."
+source: "Colin Suggett and Dot Suggett, Lexique tchourama–français français–tchourama, Ouagadougou, Société Internationale de Linguistique (SIL), 2003."
diff --git a/Lib/gflanguages/data/languages/tvu_Latn.textproto b/Lib/gflanguages/data/languages/tvu_Latn.textproto
index 16e70e2020..6a5e5827ce 100644
--- a/Lib/gflanguages/data/languages/tvu_Latn.textproto
+++ b/Lib/gflanguages/data/languages/tvu_Latn.textproto
@@ -2,8 +2,10 @@ id: "tvu_Latn"
 language: "tvu"
 script: "Latn"
 name: "Tunen"
+population: 100000
+region: "CM"
 exemplar_chars {
-  base: "a A á Á b B c C e E é É ɛ Ɛ f F h H i I í Í k K l L m M n N ŋ Ŋ o O ó Ó ɔ Ɔ s S t T u U ú Ú w W y Y"
+  base: "a A á Á b B c C e E é É ɛ Ɛ {ɛ́} {Ɛ́} f F h H i I í Í k K l L m M n N ŋ Ŋ o O ó Ó ɔ Ɔ {ɔ́} {Ɔ́} s S t T u U ú Ú w W y Y"
   marks: "◌́"
   auxiliary: "d D g G j J p P q Q r R v V x X z Z"
 }
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/vid_Latn.textproto b/Lib/gflanguages/data/languages/vid_Latn.textproto
index 6b33feb13a..eec6833aea 100644
--- a/Lib/gflanguages/data/languages/vid_Latn.textproto
+++ b/Lib/gflanguages/data/languages/vid_Latn.textproto
@@ -2,6 +2,7 @@ id: "vid_Latn"
 language: "vid"
 script: "Latn"
 name: "Vidunda"
+region: "TZ"
 exemplar_chars {
   base: "a A b B c C d D e E f F g G h H i I j J k K l L m M n N o O p P s S t T u U v V w W y Y z Z"
 }
\ No newline at end of file
diff --git a/Lib/gflanguages/data/languages/xsl_Latn.textproto b/Lib/gflanguages/data/languages/xsl_Latn.textproto
new file mode 100644
index 0000000000..ef229cf89f
--- /dev/null
+++ b/Lib/gflanguages/data/languages/xsl_Latn.textproto
@@ -0,0 +1,6 @@
+id: "scs_Latn"
+language: "scs"
+script: "Latn"
+name: "South Slavey"
+population: 950
+region: "CA"
diff --git a/Lib/gflanguages/data/languages/zap_Latn.textproto b/Lib/gflanguages/data/languages/zap_Latn.textproto
index 54c9587dfe..fe91d38c5d 100644
--- a/Lib/gflanguages/data/languages/zap_Latn.textproto
+++ b/Lib/gflanguages/data/languages/zap_Latn.textproto
@@ -4,6 +4,6 @@ script: "Latn"
 name: "Zapotec"
 population: 0
 exemplar_chars {
-  base: "A B C D E F G H I J K L M N O P Q R S T U V W X Y Z Á À È É Ë Ì Ü Ñ S̨ Ž Z̨ a b c d e f g h i j k l m n o p q r s t u v w x y z á à è é ë ì ü ñ s̨ ž z̨"
+  base: "A B C D E F G H I J K L M N O P Q R S T U V W X Y Z Á À È É Ë Ì Ü Ñ {S̨} Ž {Z̨} a b c d e f g h i j k l m n o p q r s t u v w x y z á à è é ë ì ü ñ {s̨} ž {z̨}"
   marks: "◌̀ ◌́ ◌̃ ◌̈ ◌̌ ◌̨"
 }
diff --git a/Lib/gflanguages/data/languages/zne_Latn.textproto b/Lib/gflanguages/data/languages/zne_Latn.textproto
index e6ca75efc6..b99eaea93a 100644
--- a/Lib/gflanguages/data/languages/zne_Latn.textproto
+++ b/Lib/gflanguages/data/languages/zne_Latn.textproto
@@ -2,6 +2,11 @@ id: "zne_Latn"
 language: "zne"
 script: "Latn"
 name: "Zande"
+population: 1800000
+region: "CD"
+region: "CF"
+region: "TD"
+region: "SS"
 exemplar_chars {
   base: "a A b B d D e E f F g G i I k K m M n N o O p P r R s S t T u U v V w W y Y z Z"
   auxiliary: "c C h H j J l L q Q x X"
diff --git a/Lib/gflanguages/data/languages/zul_Latn.textproto b/Lib/gflanguages/data/languages/zul_Latn.textproto
index e2da26a2cd..5a4e3b6d84 100644
--- a/Lib/gflanguages/data/languages/zul_Latn.textproto
+++ b/Lib/gflanguages/data/languages/zul_Latn.textproto
@@ -2,6 +2,8 @@ id: "zul_Latn"
 language: "zul"
 script: "Latn"
 name: "Zulu"
+population: 16000000
+region: "ZA"
 exemplar_chars {
   base: "a A b B c C d D e E f F g G h H i I j J k K l L m M n N o O p P q Q r R s S t T u U v V w W x X y Y z Z"
   marks: "◌́ ◌̀ ◌̆ ◌̂ ◌̊ ◌̈ ◌̃ ◌̄ ◌̧"