Update spaCy pipeline
Browse files- README.md +9 -9
- config.cfg +1 -1
- meta.json +20 -20
- ner/model +1 -1
- ner/moves +1 -1
- tok2vec/model +1 -1
- vi_ner_task-any-py3-none-any.whl +2 -2
- vocab/strings.json +81 -0
README.md
CHANGED
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@@ -13,18 +13,18 @@ model-index:
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| 13 |
metrics:
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| 14 |
- name: NER Precision
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type: precision
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-
value: 0.
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- name: NER Recall
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type: recall
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-
value: 0.
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- name: NER F Score
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type: f_score
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-
value: 0.
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---
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| Feature | Description |
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| 25 |
| --- | --- |
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| **Name** | `vi_ner_task` |
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| 27 |
-
| **Version** | `1.0.
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| 28 |
| **spaCy** | `>=3.7.5,<3.8.0` |
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| 29 |
| **Default Pipeline** | `tok2vec`, `ner` |
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| **Components** | `tok2vec`, `ner` |
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@@ -49,8 +49,8 @@ model-index:
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| Type | Score |
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| --- | --- |
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-
| `ENTS_F` |
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-
| `ENTS_P` |
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| 54 |
-
| `ENTS_R` |
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| 55 |
-
| `TOK2VEC_LOSS` |
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| `NER_LOSS` |
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metrics:
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- name: NER Precision
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type: precision
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+
value: 0.9045226131
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- name: NER Recall
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type: recall
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| 19 |
+
value: 0.8955223881
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| 20 |
- name: NER F Score
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type: f_score
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| 22 |
+
value: 0.9
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| 23 |
---
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| Feature | Description |
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| --- | --- |
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| **Name** | `vi_ner_task` |
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| 27 |
+
| **Version** | `1.0.1` |
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| **spaCy** | `>=3.7.5,<3.8.0` |
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| 29 |
| **Default Pipeline** | `tok2vec`, `ner` |
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| **Components** | `tok2vec`, `ner` |
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| 50 |
| Type | Score |
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| --- | --- |
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| 52 |
+
| `ENTS_F` | 90.00 |
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| 53 |
+
| `ENTS_P` | 90.45 |
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| 54 |
+
| `ENTS_R` | 89.55 |
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| 55 |
+
| `TOK2VEC_LOSS` | 121354.85 |
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| 56 |
+
| `NER_LOSS` | 16964.64 |
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config.cfg
CHANGED
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@@ -9,7 +9,7 @@ gpu_allocator = null
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seed = 0
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[nlp]
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-
lang = "
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pipeline = ["tok2vec","ner"]
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batch_size = 1000
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disabled = []
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seed = 0
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[nlp]
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+
lang = "xx"
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pipeline = ["tok2vec","ner"]
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batch_size = 1000
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disabled = []
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meta.json
CHANGED
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@@ -1,7 +1,7 @@
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| 1 |
{
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"lang":"vi",
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"name":"ner_task",
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| 4 |
-
"version":"1.0.
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"description":"",
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"author":"Ch\u00e1nh H\u1ef7",
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"email":"hlchy11997@gmail.com",
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@@ -38,33 +38,33 @@
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],
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"performance":{
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-
"ents_f":0.
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-
"ents_p":0.
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-
"ents_r":0.
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"ents_per_type":{
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| 45 |
-
"TIME":{
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| 46 |
-
"p":0.9512195122,
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| 47 |
-
"r":0.9069767442,
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| 48 |
-
"f":0.9285714286
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-
},
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"DATE":{
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-
"p":0.
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-
"r":0.
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-
"f":0.
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},
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"TASK":{
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"p":0.
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"r":0.
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"f":0.
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},
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"PERSON":{
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"p":0.
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"r":0
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-
"f":0.
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}
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},
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-
"tok2vec_loss":
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-
"ner_loss":
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},
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"requirements":[
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{
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"lang":"vi",
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"name":"ner_task",
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"version":"1.0.1",
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"description":"",
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"author":"Ch\u00e1nh H\u1ef7",
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"email":"hlchy11997@gmail.com",
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],
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"performance":{
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"ents_f":0.9,
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"ents_p":0.9045226131,
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"ents_r":0.8955223881,
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"ents_per_type":{
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"DATE":{
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"p":0.8392857143,
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"r":0.8545454545,
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| 48 |
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"f":0.8468468468
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},
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"TASK":{
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"p":0.875,
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"r":0.8615384615,
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"f":0.8682170543
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},
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"TIME":{
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"p":0.9795918367,
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"r":0.9230769231,
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"f":0.9504950495
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},
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"PERSON":{
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"p":0.9666666667,
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"r":1.0,
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"f":0.9830508475
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}
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},
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"tok2vec_loss":1213.5484849717,
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+
"ner_loss":169.6463696686
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},
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"requirements":[
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ner/model
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 130628
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:9cfe9e0d5d1dc13c7b773a0b0210deff0258bcf1dd25d5261ab2f5ea2a45da0b
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size 130628
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ner/moves
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@@ -1 +1 @@
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-
��moves��{"0":{},"1":{"TASK":
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+
��moves��{"0":{},"1":{"TASK":3050,"DATE":987,"TIME":783,"PERSON":405},"2":{"TASK":3050,"DATE":987,"TIME":783,"PERSON":405},"3":{"TASK":3050,"DATE":987,"TIME":783,"PERSON":405},"4":{"TASK":3050,"DATE":987,"TIME":783,"PERSON":405,"":1},"5":{"":1}}�cfg��neg_key�
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tok2vec/model
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 6009091
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version https://git-lfs.github.com/spec/v1
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oid sha256:801482097833d619649bf0599975a6dbe63471c569f75ab74facb6d099437483
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size 6009091
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vi_ner_task-any-py3-none-any.whl
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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| 1 |
version https://git-lfs.github.com/spec/v1
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+
oid sha256:4ee49645855b8ed6b597ff20033b30efabc72df4ba3ac344f3d49cf034e15aec
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+
size 5677973
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vocab/strings.json
CHANGED
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@@ -68,10 +68,16 @@
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"0.o",
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"0/1",
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"0/9",
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"0_0",
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"0_o",
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"1",
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"1/10",
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"1/12",
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"10",
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"10/10",
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"11h30",
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"12",
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"12/10",
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"12h",
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"12h00",
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"13h15",
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"14",
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"14:00",
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@@ -91,10 +99,13 @@
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"14h",
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"14h30",
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"15",
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"15/10",
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"15/11",
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"15h",
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"15h00",
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"16h45",
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"17",
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"17/10",
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@@ -112,20 +123,29 @@
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"2",
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"2/1",
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"2/10",
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"20/1",
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"20/10",
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"20/11",
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"20/12",
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"20h",
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"20h00",
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"21h",
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"21h00",
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"22/11",
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"22h00",
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"23/12",
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"23h59",
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"25/10",
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"25/11",
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"3",
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"3/10",
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"30",
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"45",
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"4h",
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"5",
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"5h",
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"6",
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"6h",
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@@ -289,6 +312,8 @@
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"Ch\u1ecb",
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"Ch\u1ee7",
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"Cu\u1ed1i",
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"C\u01b0\u1eddng",
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"C\u1ea3",
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"C\u1ea7n",
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"G",
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"G\u00f2n",
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"G\u1ea5p",
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"H",
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"Hai",
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"Hoa",
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@@ -319,6 +345,7 @@
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"Ho\u00e1",
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"Huy",
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"H\u00e0",
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"H\u00f2a",
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"H\u00f3a",
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"H\u00f4m",
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"H\u1ea3i",
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"H\u1eb1ng",
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"H\u1ecdc",
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"I",
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"II",
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"IME",
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"Kh\u1ea9n",
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"Ki\u00ean",
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"Ki\u1ec1u",
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"L",
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"Lan",
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"Linh",
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"L\u00e0m",
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"L\u00e1t",
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"L\u00e2m",
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"L\u00fac",
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"L\u1ea1t",
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"L\u1ecbch",
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"Mobile",
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"M\u00f9ng",
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"M\u1ed1t",
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"N",
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"NTT",
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"Nam",
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"Ng\u1eef",
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"Nh\u00f3m",
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"Nh\u1eadt",
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"Nh\u1edb",
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"N\u0103m",
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"N\u1ea5u",
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"Th\u00fay",
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"Th\u1ea3o",
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"Th\u1eafng",
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"Th\u1ee7",
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"Th\u1ee9",
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"Tin",
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"Tr\u00e2m",
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"Tr\u01b0a",
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"Tr\u01b0\u1edbc",
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"Tu\u1ea5n",
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"Tu\u1ea7n",
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"T\u00e0i",
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"VIP",
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"V_V",
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"Vi\u1ebft",
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"Vi\u1ec7t",
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"V\u00e2n",
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"V\u0103n",
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"V\u0169ng",
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"b\u1ea3o",
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"b\u1ea3y",
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"b\u1eaft",
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"b\u1ec7nh",
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"b\u1ecb",
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"b\u1ed1",
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"ch\u01a1i",
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"ch\u01b0\u01a1ng",
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"ch\u1ea1y",
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"ch\u1ec9nh",
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"ch\u1ecb",
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"ch\u1ed1t",
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"ch\u1ed7",
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"ch\u1ee3",
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"ch\u1ee7",
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"ch\u1ee9c",
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"c\u00e0y",
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"c\u00e1",
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"c\u00e1c",
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"c\u00e1o",
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"c\u00e2y",
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"c\u00f2n",
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| 642 |
"dd/dd",
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"dd:dd",
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"ddd",
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"ddx",
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"ddxdd",
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"deadline",
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"design",
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| 651 |
"dev",
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"devops",
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"di\u1ec7t",
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| 654 |
"du",
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| 655 |
"dung",
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| 656 |
"duy\u1ec7t",
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| 657 |
"dx",
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| 658 |
"dxdd",
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| 659 |
"d\u00e3",
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| 660 |
"d\u0169ng",
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| 661 |
"d\u01b0\u1ee1ng",
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| 717 |
"g\u1eb7p",
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| 718 |
"g\u1ecdc",
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| 719 |
"g\u1ecdi",
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| 720 |
"g\u1eedi",
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| 721 |
"h",
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| 722 |
"h.",
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| 730 |
"h59",
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| 731 |
"hai",
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| 732 |
"ham",
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"hay",
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| 734 |
"him",
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| 735 |
"hip",
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| 736 |
"hi\u1ec3u",
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"hi\u1ec7u",
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| 738 |
"hoa",
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| 739 |
"hoan",
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| 745 |
"ho\u1ea1ch",
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| 746 |
"ho\u1ea1t",
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| 747 |
"huy",
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| 748 |
"h\u00e0",
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| 749 |
"h\u00e0ng",
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"h\u00e1m",
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| 751 |
"h\u00e1p",
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| 752 |
"h\u00e1t",
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| 753 |
"h\u00e1u",
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| 754 |
"h\u00e2n",
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| 755 |
"h\u00eam",
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| 756 |
"h\u00ecnh",
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| 757 |
"h\u00f2a",
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| 784 |
"h\u1ea9n",
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"h\u1ea9u",
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"h\u1eadn",
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"h\u1eadt",
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"h\u1eafc",
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"h\u1eafn",
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| 839 |
"i\u1ec3m",
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| 840 |
"i\u1ec3n",
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| 841 |
"i\u1ec3u",
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| 842 |
"i\u1ec7c",
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| 843 |
"i\u1ec7m",
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| 844 |
"i\u1ec7n",
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@@ -875,14 +927,17 @@
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| 875 |
"km",
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| 876 |
"kup",
|
| 877 |
"k\u00e8m",
|
|
|
|
| 878 |
"k\u00ea",
|
| 879 |
"k\u00fd",
|
| 880 |
"k\u1ebf",
|
| 881 |
"k\u1ebft",
|
|
|
|
| 882 |
"k\u1ef3",
|
| 883 |
"k\u1ef9",
|
| 884 |
"l",
|
| 885 |
"l.",
|
|
|
|
| 886 |
"lan",
|
| 887 |
"lao",
|
| 888 |
"lax",
|
|
@@ -903,6 +958,7 @@
|
|
| 903 |
"l\u00e1t",
|
| 904 |
"l\u00e2m",
|
| 905 |
"l\u00ean",
|
|
|
|
| 906 |
"l\u00f4ng",
|
| 907 |
"l\u00fac",
|
| 908 |
"l\u00fd",
|
|
@@ -917,6 +973,7 @@
|
|
| 917 |
"l\u1edbn",
|
| 918 |
"l\u1edbp",
|
| 919 |
"l\u1eddi",
|
|
|
|
| 920 |
"m",
|
| 921 |
"m.",
|
| 922 |
"mai",
|
|
@@ -937,6 +994,7 @@
|
|
| 937 |
"m\u1ea5t",
|
| 938 |
"m\u1eabu",
|
| 939 |
"m\u1eadt",
|
|
|
|
| 940 |
"m\u1eb9",
|
| 941 |
"m\u1ec1m",
|
| 942 |
"m\u1ed1t",
|
|
@@ -977,11 +1035,13 @@
|
|
| 977 |
"nh\u1ea1c",
|
| 978 |
"nh\u1ea5t",
|
| 979 |
"nh\u1eadn",
|
|
|
|
| 980 |
"nh\u1eadt",
|
| 981 |
"nh\u1eafc",
|
| 982 |
"nh\u1eafn",
|
| 983 |
"nh\u1ecf",
|
| 984 |
"nh\u1edb",
|
|
|
|
| 985 |
"nic",
|
| 986 |
"nit",
|
| 987 |
"ntt",
|
|
@@ -993,6 +1053,7 @@
|
|
| 993 |
"n\u01b0\u1edbc",
|
| 994 |
"n\u1ea5u",
|
| 995 |
"n\u1eb5ng",
|
|
|
|
| 996 |
"n\u1ed9i",
|
| 997 |
"n\u1ed9p",
|
| 998 |
"n\u1eefa",
|
|
@@ -1029,8 +1090,10 @@
|
|
| 1029 |
"phim",
|
| 1030 |
"phi\u00ean",
|
| 1031 |
"ph\u00e1p",
|
|
|
|
| 1032 |
"ph\u00e2n",
|
| 1033 |
"ph\u00ea",
|
|
|
|
| 1034 |
"ph\u00f2ng",
|
| 1035 |
"ph\u00fac",
|
| 1036 |
"ph\u00fat",
|
|
@@ -1057,12 +1120,14 @@
|
|
| 1057 |
"quang",
|
| 1058 |
"quanh",
|
| 1059 |
"quen",
|
|
|
|
| 1060 |
"qu\u00e0",
|
| 1061 |
"qu\u00e1n",
|
| 1062 |
"qu\u00e2n",
|
| 1063 |
"qu\u00ean",
|
| 1064 |
"qu\u00fd",
|
| 1065 |
"qu\u1ea3",
|
|
|
|
| 1066 |
"qu\u1ea3ng",
|
| 1067 |
"qu\u1ea7n",
|
| 1068 |
"qu\u1ed1c",
|
|
@@ -1147,6 +1212,7 @@
|
|
| 1147 |
"thu",
|
| 1148 |
"thuy\u1ebft",
|
| 1149 |
"thu\u1eadt",
|
|
|
|
| 1150 |
"thu\u1ed1c",
|
| 1151 |
"th\u00e0nh",
|
| 1152 |
"th\u00e1ng",
|
|
@@ -1161,6 +1227,7 @@
|
|
| 1161 |
"th\u1ea3o",
|
| 1162 |
"th\u1ea7u",
|
| 1163 |
"th\u1ea7y",
|
|
|
|
| 1164 |
"th\u1eafng",
|
| 1165 |
"th\u1ec3",
|
| 1166 |
"th\u1ecb",
|
|
@@ -1168,6 +1235,7 @@
|
|
| 1168 |
"th\u1eddi",
|
| 1169 |
"th\u1ee7",
|
| 1170 |
"th\u1ee9",
|
|
|
|
| 1171 |
"th\u1eed",
|
| 1172 |
"th\u1ef1c",
|
| 1173 |
"time",
|
|
@@ -1201,6 +1269,7 @@
|
|
| 1201 |
"tr\u01b0a",
|
| 1202 |
"tr\u01b0\u1edbc",
|
| 1203 |
"tr\u01b0\u1eddng",
|
|
|
|
| 1204 |
"tr\u1ea3",
|
| 1205 |
"tr\u1ecdng",
|
| 1206 |
"tr\u1ee3",
|
|
@@ -1239,6 +1308,7 @@
|
|
| 1239 |
"t\u1ed5ng",
|
| 1240 |
"t\u1edbi",
|
| 1241 |
"t\u1ee5",
|
|
|
|
| 1242 |
"t\u1ee7",
|
| 1243 |
"t\u1ee9c",
|
| 1244 |
"t\u1eeb",
|
|
@@ -1256,6 +1326,7 @@
|
|
| 1256 |
"u\u00e1n",
|
| 1257 |
"u\u00e2n",
|
| 1258 |
"u\u00ean",
|
|
|
|
| 1259 |
"u\u1ea5n",
|
| 1260 |
"u\u1ea5t",
|
| 1261 |
"u\u1ea7n",
|
|
@@ -1283,6 +1354,7 @@
|
|
| 1283 |
"vi\u1ec7c",
|
| 1284 |
"vi\u1ec7n",
|
| 1285 |
"vi\u1ec7t",
|
|
|
|
| 1286 |
"v\u00e0",
|
| 1287 |
"v\u00e0o",
|
| 1288 |
"v\u00e2n",
|
|
@@ -1290,6 +1362,7 @@
|
|
| 1290 |
"v\u0169ng",
|
| 1291 |
"v\u01b0\u1eddn",
|
| 1292 |
"v\u1ea5n",
|
|
|
|
| 1293 |
"v\u1eadt",
|
| 1294 |
"v\u1ebd",
|
| 1295 |
"v\u1ec1",
|
|
@@ -1315,11 +1388,13 @@
|
|
| 1315 |
"xe",
|
| 1316 |
"xem",
|
| 1317 |
"xin",
|
|
|
|
| 1318 |
"xu\u1ea5t",
|
| 1319 |
"xx",
|
| 1320 |
"xxx",
|
| 1321 |
"xxxx",
|
| 1322 |
"x\u00e1c",
|
|
|
|
| 1323 |
"x\u1ea1",
|
| 1324 |
"x\u1ebfp",
|
| 1325 |
"x\u1eed",
|
|
@@ -1395,6 +1470,7 @@
|
|
| 1395 |
"\u0110\u1eebng",
|
| 1396 |
"\u0111",
|
| 1397 |
"\u0111a",
|
|
|
|
| 1398 |
"\u0111em",
|
| 1399 |
"\u0111i",
|
| 1400 |
"\u0111i\u1ec7n",
|
|
@@ -1404,12 +1480,15 @@
|
|
| 1404 |
"\u0111\u00e1",
|
| 1405 |
"\u0111\u00e1nh",
|
| 1406 |
"\u0111\u00e3",
|
|
|
|
| 1407 |
"\u0111\u00ecnh",
|
|
|
|
| 1408 |
"\u0111\u00f3n",
|
| 1409 |
"\u0111\u00f3ng",
|
| 1410 |
"\u0111\u0103ng",
|
| 1411 |
"\u0111\u01a1n",
|
| 1412 |
"\u0111\u01b0a",
|
|
|
|
| 1413 |
"\u0111\u1ea1i",
|
| 1414 |
"\u0111\u1ea7u",
|
| 1415 |
"\u0111\u1ea7y",
|
|
@@ -1444,6 +1523,7 @@
|
|
| 1444 |
"\u01b0\u1edbi",
|
| 1445 |
"\u01b0\u1eddi",
|
| 1446 |
"\u01b0\u1eddn",
|
|
|
|
| 1447 |
"\u0ca0",
|
| 1448 |
"\u0ca0_\u0ca0",
|
| 1449 |
"\u0ca0\ufe35\u0ca0",
|
|
@@ -1472,6 +1552,7 @@
|
|
| 1472 |
"\u1edbng",
|
| 1473 |
"\u1eddng",
|
| 1474 |
"\u1edf",
|
|
|
|
| 1475 |
"\u1ee1ng",
|
| 1476 |
"\u1ee5ng",
|
| 1477 |
"\u1ee9",
|
|
|
|
| 68 |
"0.o",
|
| 69 |
"0/1",
|
| 70 |
"0/9",
|
| 71 |
+
"025",
|
| 72 |
+
"026",
|
| 73 |
+
"027",
|
| 74 |
+
"028",
|
| 75 |
"0_0",
|
| 76 |
"0_o",
|
| 77 |
"1",
|
| 78 |
+
"1/1",
|
| 79 |
"1/10",
|
| 80 |
+
"1/11",
|
| 81 |
"1/12",
|
| 82 |
"10",
|
| 83 |
"10/10",
|
|
|
|
| 88 |
"11h30",
|
| 89 |
"12",
|
| 90 |
"12/10",
|
| 91 |
+
"12/8",
|
| 92 |
"12h",
|
| 93 |
"12h00",
|
| 94 |
+
"13h",
|
| 95 |
"13h15",
|
| 96 |
"14",
|
| 97 |
"14:00",
|
|
|
|
| 99 |
"14h",
|
| 100 |
"14h30",
|
| 101 |
"15",
|
| 102 |
+
"15/1",
|
| 103 |
"15/10",
|
| 104 |
"15/11",
|
| 105 |
+
"15/3",
|
| 106 |
"15h",
|
| 107 |
"15h00",
|
| 108 |
+
"16h",
|
| 109 |
"16h45",
|
| 110 |
"17",
|
| 111 |
"17/10",
|
|
|
|
| 123 |
"2",
|
| 124 |
"2/1",
|
| 125 |
"2/10",
|
| 126 |
+
"2/8",
|
| 127 |
"20/1",
|
| 128 |
"20/10",
|
| 129 |
"20/11",
|
| 130 |
"20/12",
|
| 131 |
+
"2025",
|
| 132 |
+
"2026",
|
| 133 |
+
"2027",
|
| 134 |
+
"2028",
|
| 135 |
"20h",
|
| 136 |
"20h00",
|
| 137 |
"21h",
|
| 138 |
"21h00",
|
| 139 |
+
"22",
|
| 140 |
"22/11",
|
| 141 |
"22h00",
|
| 142 |
"23/12",
|
| 143 |
"23h59",
|
| 144 |
+
"24",
|
| 145 |
"25/10",
|
| 146 |
"25/11",
|
| 147 |
+
"28/10",
|
| 148 |
+
"2h",
|
| 149 |
"3",
|
| 150 |
"3/10",
|
| 151 |
"30",
|
|
|
|
| 160 |
"45",
|
| 161 |
"4h",
|
| 162 |
"5",
|
| 163 |
+
"5/1",
|
| 164 |
+
"5/3",
|
| 165 |
+
"5/5",
|
| 166 |
"5h",
|
| 167 |
"6",
|
| 168 |
"6h",
|
|
|
|
| 312 |
"Ch\u1ecb",
|
| 313 |
"Ch\u1ee7",
|
| 314 |
"Cu\u1ed1i",
|
| 315 |
+
"Cu\u1ed9c",
|
| 316 |
+
"C\u00f4ng",
|
| 317 |
"C\u01b0\u1eddng",
|
| 318 |
"C\u1ea3",
|
| 319 |
"C\u1ea7n",
|
|
|
|
| 336 |
"G",
|
| 337 |
"G\u00f2n",
|
| 338 |
"G\u1ea5p",
|
| 339 |
+
"G\u1eedi",
|
| 340 |
"H",
|
| 341 |
"Hai",
|
| 342 |
"Hoa",
|
|
|
|
| 345 |
"Ho\u00e1",
|
| 346 |
"Huy",
|
| 347 |
"H\u00e0",
|
| 348 |
+
"H\u00e3y",
|
| 349 |
"H\u00f2a",
|
| 350 |
"H\u00f3a",
|
| 351 |
"H\u00f4m",
|
|
|
|
| 357 |
"H\u1ea3i",
|
| 358 |
"H\u1eb1ng",
|
| 359 |
"H\u1ecdc",
|
| 360 |
+
"H\u1ee3p",
|
| 361 |
"I",
|
| 362 |
"II",
|
| 363 |
"IME",
|
|
|
|
| 371 |
"Kh\u1ea9n",
|
| 372 |
"Ki\u00ean",
|
| 373 |
"Ki\u1ec1u",
|
| 374 |
+
"K\u1ebf",
|
| 375 |
"L",
|
| 376 |
"Lan",
|
| 377 |
"Linh",
|
| 378 |
"L\u00e0m",
|
| 379 |
"L\u00e1t",
|
| 380 |
"L\u00e2m",
|
| 381 |
+
"L\u00ean",
|
| 382 |
"L\u00fac",
|
| 383 |
"L\u1ea1t",
|
| 384 |
"L\u1ecbch",
|
|
|
|
| 389 |
"Mobile",
|
| 390 |
"M\u00f9ng",
|
| 391 |
"M\u1ed1t",
|
| 392 |
+
"M\u1ee5c",
|
| 393 |
"N",
|
| 394 |
"NTT",
|
| 395 |
"Nam",
|
|
|
|
| 402 |
"Ng\u1eef",
|
| 403 |
"Nh\u00f3m",
|
| 404 |
"Nh\u1eadt",
|
| 405 |
+
"Nh\u1eafc",
|
| 406 |
"Nh\u1edb",
|
| 407 |
"N\u0103m",
|
| 408 |
"N\u1ea5u",
|
|
|
|
| 450 |
"Th\u00fay",
|
| 451 |
"Th\u1ea3o",
|
| 452 |
"Th\u1eafng",
|
| 453 |
+
"Th\u1eddi",
|
| 454 |
"Th\u1ee7",
|
| 455 |
"Th\u1ee9",
|
| 456 |
"Tin",
|
|
|
|
| 459 |
"Tr\u00e2m",
|
| 460 |
"Tr\u01b0a",
|
| 461 |
"Tr\u01b0\u1edbc",
|
| 462 |
+
"Tr\u01b0\u1edfng",
|
| 463 |
"Tu\u1ea5n",
|
| 464 |
"Tu\u1ea7n",
|
| 465 |
"T\u00e0i",
|
|
|
|
| 473 |
"VIP",
|
| 474 |
"V_V",
|
| 475 |
"Vi\u1ebft",
|
| 476 |
+
"Vi\u1ec7c",
|
| 477 |
"Vi\u1ec7t",
|
| 478 |
+
"Vui",
|
| 479 |
"V\u00e2n",
|
| 480 |
"V\u0103n",
|
| 481 |
"V\u0169ng",
|
|
|
|
| 580 |
"b\u1ea3o",
|
| 581 |
"b\u1ea3y",
|
| 582 |
"b\u1eaft",
|
| 583 |
+
"b\u1eb1ng",
|
| 584 |
"b\u1ec7nh",
|
| 585 |
"b\u1ecb",
|
| 586 |
"b\u1ed1",
|
|
|
|
| 613 |
"ch\u01a1i",
|
| 614 |
"ch\u01b0\u01a1ng",
|
| 615 |
"ch\u1ea1y",
|
| 616 |
+
"ch\u1ec9",
|
| 617 |
"ch\u1ec9nh",
|
| 618 |
"ch\u1ecb",
|
| 619 |
"ch\u1ed1t",
|
| 620 |
"ch\u1ed7",
|
| 621 |
+
"ch\u1edd",
|
| 622 |
"ch\u1ee3",
|
| 623 |
"ch\u1ee7",
|
| 624 |
"ch\u1ee9c",
|
|
|
|
| 637 |
"c\u00e0y",
|
| 638 |
"c\u00e1",
|
| 639 |
"c\u00e1c",
|
| 640 |
+
"c\u00e1ch",
|
| 641 |
"c\u00e1o",
|
| 642 |
"c\u00e2y",
|
| 643 |
"c\u00f2n",
|
|
|
|
| 682 |
"dd/dd",
|
| 683 |
"dd:dd",
|
| 684 |
"ddd",
|
| 685 |
+
"dddd",
|
| 686 |
"ddx",
|
| 687 |
"ddxdd",
|
| 688 |
"deadline",
|
|
|
|
| 691 |
"design",
|
| 692 |
"dev",
|
| 693 |
"devops",
|
| 694 |
+
"di\u1ec5n",
|
| 695 |
"di\u1ec7t",
|
| 696 |
"du",
|
| 697 |
"dung",
|
| 698 |
"duy\u1ec7t",
|
| 699 |
"dx",
|
| 700 |
"dxdd",
|
| 701 |
+
"d\u00e0i",
|
| 702 |
"d\u00e3",
|
| 703 |
"d\u0169ng",
|
| 704 |
"d\u01b0\u1ee1ng",
|
|
|
|
| 760 |
"g\u1eb7p",
|
| 761 |
"g\u1ecdc",
|
| 762 |
"g\u1ecdi",
|
| 763 |
+
"g\u1ee1",
|
| 764 |
"g\u1eedi",
|
| 765 |
"h",
|
| 766 |
"h.",
|
|
|
|
| 774 |
"h59",
|
| 775 |
"hai",
|
| 776 |
"ham",
|
| 777 |
+
"hao",
|
| 778 |
"hay",
|
| 779 |
"him",
|
| 780 |
"hip",
|
| 781 |
+
"hi\u1ec3m",
|
| 782 |
"hi\u1ec3u",
|
| 783 |
+
"hi\u1ec7n",
|
| 784 |
"hi\u1ec7u",
|
| 785 |
"hoa",
|
| 786 |
"hoan",
|
|
|
|
| 792 |
"ho\u1ea1ch",
|
| 793 |
"ho\u1ea1t",
|
| 794 |
"huy",
|
| 795 |
+
"hu\u1ebf",
|
| 796 |
"h\u00e0",
|
| 797 |
"h\u00e0ng",
|
| 798 |
+
"h\u00e0nh",
|
| 799 |
"h\u00e1m",
|
| 800 |
"h\u00e1p",
|
| 801 |
"h\u00e1t",
|
| 802 |
"h\u00e1u",
|
| 803 |
"h\u00e2n",
|
| 804 |
+
"h\u00e3y",
|
| 805 |
"h\u00eam",
|
| 806 |
"h\u00ecnh",
|
| 807 |
"h\u00f2a",
|
|
|
|
| 834 |
"h\u1ea9n",
|
| 835 |
"h\u1ea9u",
|
| 836 |
"h\u1eadn",
|
| 837 |
+
"h\u1eadp",
|
| 838 |
"h\u1eadt",
|
| 839 |
"h\u1eafc",
|
| 840 |
"h\u1eafn",
|
|
|
|
| 890 |
"i\u1ec3m",
|
| 891 |
"i\u1ec3n",
|
| 892 |
"i\u1ec3u",
|
| 893 |
+
"i\u1ec5n",
|
| 894 |
"i\u1ec7c",
|
| 895 |
"i\u1ec7m",
|
| 896 |
"i\u1ec7n",
|
|
|
|
| 927 |
"km",
|
| 928 |
"kup",
|
| 929 |
"k\u00e8m",
|
| 930 |
+
"k\u00e9o",
|
| 931 |
"k\u00ea",
|
| 932 |
"k\u00fd",
|
| 933 |
"k\u1ebf",
|
| 934 |
"k\u1ebft",
|
| 935 |
+
"k\u1ec3",
|
| 936 |
"k\u1ef3",
|
| 937 |
"k\u1ef9",
|
| 938 |
"l",
|
| 939 |
"l.",
|
| 940 |
+
"lab",
|
| 941 |
"lan",
|
| 942 |
"lao",
|
| 943 |
"lax",
|
|
|
|
| 958 |
"l\u00e1t",
|
| 959 |
"l\u00e2m",
|
| 960 |
"l\u00ean",
|
| 961 |
+
"l\u00f2ng",
|
| 962 |
"l\u00f4ng",
|
| 963 |
"l\u00fac",
|
| 964 |
"l\u00fd",
|
|
|
|
| 973 |
"l\u1edbn",
|
| 974 |
"l\u1edbp",
|
| 975 |
"l\u1eddi",
|
| 976 |
+
"l\u1ef1c",
|
| 977 |
"m",
|
| 978 |
"m.",
|
| 979 |
"mai",
|
|
|
|
| 994 |
"m\u1ea5t",
|
| 995 |
"m\u1eabu",
|
| 996 |
"m\u1eadt",
|
| 997 |
+
"m\u1eb7t",
|
| 998 |
"m\u1eb9",
|
| 999 |
"m\u1ec1m",
|
| 1000 |
"m\u1ed1t",
|
|
|
|
| 1035 |
"nh\u1ea1c",
|
| 1036 |
"nh\u1ea5t",
|
| 1037 |
"nh\u1eadn",
|
| 1038 |
+
"nh\u1eadp",
|
| 1039 |
"nh\u1eadt",
|
| 1040 |
"nh\u1eafc",
|
| 1041 |
"nh\u1eafn",
|
| 1042 |
"nh\u1ecf",
|
| 1043 |
"nh\u1edb",
|
| 1044 |
+
"nh\u1edf",
|
| 1045 |
"nic",
|
| 1046 |
"nit",
|
| 1047 |
"ntt",
|
|
|
|
| 1053 |
"n\u01b0\u1edbc",
|
| 1054 |
"n\u1ea5u",
|
| 1055 |
"n\u1eb5ng",
|
| 1056 |
+
"n\u1ebfu",
|
| 1057 |
"n\u1ed9i",
|
| 1058 |
"n\u1ed9p",
|
| 1059 |
"n\u1eefa",
|
|
|
|
| 1090 |
"phim",
|
| 1091 |
"phi\u00ean",
|
| 1092 |
"ph\u00e1p",
|
| 1093 |
+
"ph\u00e1t",
|
| 1094 |
"ph\u00e2n",
|
| 1095 |
"ph\u00ea",
|
| 1096 |
+
"ph\u00ed",
|
| 1097 |
"ph\u00f2ng",
|
| 1098 |
"ph\u00fac",
|
| 1099 |
"ph\u00fat",
|
|
|
|
| 1120 |
"quang",
|
| 1121 |
"quanh",
|
| 1122 |
"quen",
|
| 1123 |
+
"quy",
|
| 1124 |
"qu\u00e0",
|
| 1125 |
"qu\u00e1n",
|
| 1126 |
"qu\u00e2n",
|
| 1127 |
"qu\u00ean",
|
| 1128 |
"qu\u00fd",
|
| 1129 |
"qu\u1ea3",
|
| 1130 |
+
"qu\u1ea3n",
|
| 1131 |
"qu\u1ea3ng",
|
| 1132 |
"qu\u1ea7n",
|
| 1133 |
"qu\u1ed1c",
|
|
|
|
| 1212 |
"thu",
|
| 1213 |
"thuy\u1ebft",
|
| 1214 |
"thu\u1eadt",
|
| 1215 |
+
"thu\u1ebf",
|
| 1216 |
"thu\u1ed1c",
|
| 1217 |
"th\u00e0nh",
|
| 1218 |
"th\u00e1ng",
|
|
|
|
| 1227 |
"th\u1ea3o",
|
| 1228 |
"th\u1ea7u",
|
| 1229 |
"th\u1ea7y",
|
| 1230 |
+
"th\u1eadp",
|
| 1231 |
"th\u1eafng",
|
| 1232 |
"th\u1ec3",
|
| 1233 |
"th\u1ecb",
|
|
|
|
| 1235 |
"th\u1eddi",
|
| 1236 |
"th\u1ee7",
|
| 1237 |
"th\u1ee9",
|
| 1238 |
+
"th\u1ee9c",
|
| 1239 |
"th\u1eed",
|
| 1240 |
"th\u1ef1c",
|
| 1241 |
"time",
|
|
|
|
| 1269 |
"tr\u01b0a",
|
| 1270 |
"tr\u01b0\u1edbc",
|
| 1271 |
"tr\u01b0\u1eddng",
|
| 1272 |
+
"tr\u01b0\u1edfng",
|
| 1273 |
"tr\u1ea3",
|
| 1274 |
"tr\u1ecdng",
|
| 1275 |
"tr\u1ee3",
|
|
|
|
| 1308 |
"t\u1ed5ng",
|
| 1309 |
"t\u1edbi",
|
| 1310 |
"t\u1ee5",
|
| 1311 |
+
"t\u1ee5c",
|
| 1312 |
"t\u1ee7",
|
| 1313 |
"t\u1ee9c",
|
| 1314 |
"t\u1eeb",
|
|
|
|
| 1326 |
"u\u00e1n",
|
| 1327 |
"u\u00e2n",
|
| 1328 |
"u\u00ean",
|
| 1329 |
+
"u\u1ea3n",
|
| 1330 |
"u\u1ea5n",
|
| 1331 |
"u\u1ea5t",
|
| 1332 |
"u\u1ea7n",
|
|
|
|
| 1354 |
"vi\u1ec7c",
|
| 1355 |
"vi\u1ec7n",
|
| 1356 |
"vi\u1ec7t",
|
| 1357 |
+
"vui",
|
| 1358 |
"v\u00e0",
|
| 1359 |
"v\u00e0o",
|
| 1360 |
"v\u00e2n",
|
|
|
|
| 1362 |
"v\u0169ng",
|
| 1363 |
"v\u01b0\u1eddn",
|
| 1364 |
"v\u1ea5n",
|
| 1365 |
+
"v\u1eadn",
|
| 1366 |
"v\u1eadt",
|
| 1367 |
"v\u1ebd",
|
| 1368 |
"v\u1ec1",
|
|
|
|
| 1388 |
"xe",
|
| 1389 |
"xem",
|
| 1390 |
"xin",
|
| 1391 |
+
"xong",
|
| 1392 |
"xu\u1ea5t",
|
| 1393 |
"xx",
|
| 1394 |
"xxx",
|
| 1395 |
"xxxx",
|
| 1396 |
"x\u00e1c",
|
| 1397 |
+
"x\u00e9t",
|
| 1398 |
"x\u1ea1",
|
| 1399 |
"x\u1ebfp",
|
| 1400 |
"x\u1eed",
|
|
|
|
| 1470 |
"\u0110\u1eebng",
|
| 1471 |
"\u0111",
|
| 1472 |
"\u0111a",
|
| 1473 |
+
"\u0111ang",
|
| 1474 |
"\u0111em",
|
| 1475 |
"\u0111i",
|
| 1476 |
"\u0111i\u1ec7n",
|
|
|
|
| 1480 |
"\u0111\u00e1",
|
| 1481 |
"\u0111\u00e1nh",
|
| 1482 |
"\u0111\u00e3",
|
| 1483 |
+
"\u0111\u00eam",
|
| 1484 |
"\u0111\u00ecnh",
|
| 1485 |
+
"\u0111\u00f3",
|
| 1486 |
"\u0111\u00f3n",
|
| 1487 |
"\u0111\u00f3ng",
|
| 1488 |
"\u0111\u0103ng",
|
| 1489 |
"\u0111\u01a1n",
|
| 1490 |
"\u0111\u01b0a",
|
| 1491 |
+
"\u0111\u01b0\u1ee3c",
|
| 1492 |
"\u0111\u1ea1i",
|
| 1493 |
"\u0111\u1ea7u",
|
| 1494 |
"\u0111\u1ea7y",
|
|
|
|
| 1523 |
"\u01b0\u1edbi",
|
| 1524 |
"\u01b0\u1eddi",
|
| 1525 |
"\u01b0\u1eddn",
|
| 1526 |
+
"\u01b0\u1ee3c",
|
| 1527 |
"\u0ca0",
|
| 1528 |
"\u0ca0_\u0ca0",
|
| 1529 |
"\u0ca0\ufe35\u0ca0",
|
|
|
|
| 1552 |
"\u1edbng",
|
| 1553 |
"\u1eddng",
|
| 1554 |
"\u1edf",
|
| 1555 |
+
"\u1edfng",
|
| 1556 |
"\u1ee1ng",
|
| 1557 |
"\u1ee5ng",
|
| 1558 |
"\u1ee9",
|