Update spaCy pipeline

README.md

@@ -14,18 +14,18 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.9494175353
+      value: 0.9530851606
     - name: NER Recall
       type: recall
-      value: 0.9485451761
+      value: 0.9504195271
     - name: NER F Score
       type: f_score
-      value: 0.9489811552
+      value: 0.9517504774
 ---
 | Feature | Description |
 | --- | --- |
 | **Name** | `en_tech` |
-| **Version** | `0.0.3` |
+| **Version** | `0.0.4` |
 | **spaCy** | `>=3.7.5,<3.8.0` |
 | **Default Pipeline** | `tok2vec`, `ner`, `textcat` |
 | **Components** | `tok2vec`, `ner`, `textcat` |
@@ -38,12 +38,12 @@ model-index:
 
 <details>
 
-<summary>View label scheme (28 labels for 2 components)</summary>
+<summary>View label scheme (32 labels for 2 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`ner`** | `BRAND`, `CACHE`, `CLOCK_SPEED`, `COLOR`, `CORE_COUNT`, `FEATURE`, `GEN`, `GRAPHICS`, `GRAPHICS_RAM`, `MEM_TYPE`, `MODEL_NUMBER`, `OPERATING_SYSTEM`, `PROCESSOR`, `PROCESSOR_MODEL`, `PRODUCT_SERIES`, `RAM`, `RESOLUTION`, `SCREEN_SIZE`, `SCREEN_TYPE`, `SOCKET`, `STORAGE`, `STORAGE_TYPE`, `TAG`, `TYPE` |
-| **`textcat`** | `292`, `297`, `325`, `328` |
+| **`ner`** | `BATTERY`, `BRAND`, `CACHE`, `CAM_RES`, `CHARGE`, `CLOCK_SPEED`, `COLOR`, `CORE_COUNT`, `FEATURE`, `GEN`, `GRAPHICS`, `GRAPHICS_RAM`, `MEM_TYPE`, `MODEL_NUMBER`, `OPERATING_SYSTEM`, `PROCESSOR`, `PROCESSOR_MODEL`, `PRODUCT_SERIES`, `RAM`, `RESOLUTION`, `SCREEN_SIZE`, `SCREEN_TYPE`, `SOCKET`, `STORAGE`, `STORAGE_TYPE`, `TAG`, `TYPE` |
+| **`textcat`** | `267`, `292`, `297`, `325`, `328` |
 
 </details>
 
@@ -51,17 +51,17 @@ model-index:
 
 | Type | Score |
 | --- | --- |
-| `ENTS_F` | 94.90 |
-| `ENTS_P` | 94.94 |
-| `ENTS_R` | 94.85 |
-| `CATS_SCORE` | 99.72 |
-| `CATS_MICRO_P` | 99.71 |
-| `CATS_MICRO_R` | 99.71 |
-| `CATS_MICRO_F` | 99.71 |
-| `CATS_MACRO_P` | 99.66 |
-| `CATS_MACRO_R` | 99.79 |
-| `CATS_MACRO_F` | 99.72 |
-| `CATS_MACRO_AUC` | 99.99 |
-| `TOK2VEC_LOSS` | 4069176.06 |
-| `NER_LOSS` | 127272.02 |
-| `TEXTCAT_LOSS` | 32.03 |
+| `ENTS_F` | 95.18 |
+| `ENTS_P` | 95.31 |
+| `ENTS_R` | 95.04 |
+| `CATS_SCORE` | 99.51 |
+| `CATS_MICRO_P` | 99.52 |
+| `CATS_MICRO_R` | 99.52 |
+| `CATS_MICRO_F` | 99.52 |
+| `CATS_MACRO_P` | 99.55 |
+| `CATS_MACRO_R` | 99.48 |
+| `CATS_MACRO_F` | 99.51 |
+| `CATS_MACRO_AUC` | 100.00 |
+| `TOK2VEC_LOSS` | 1022799.22 |
+| `NER_LOSS` | 52929.76 |
+| `TEXTCAT_LOSS` | 4.84 |

en_tech-any-py3-none-any.whl

@@ -1,3 +1,3 @@
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-oid sha256:ce9ddb7791e66509db7e5b764466d169c95db41dfd1f4cc72b0485b28c7458fd
-size 607524893
+oid sha256:9ee64ec093c9fef9fb082004d902a23f19c2a35f5489028e1ee7fe6d73587df9
+size 607709264

meta.json

@@ -1,7 +1,7 @@
 {
   "lang":"en",
   "name":"tech",
-  "version":"0.0.3",
+  "version":"0.0.4",
   "description":"",
   "author":"",
   "email":"",
@@ -20,8 +20,11 @@
 
     ],
     "ner":[
+      "BATTERY",
       "BRAND",
       "CACHE",
+      "CAM_RES",
+      "CHARGE",
       "CLOCK_SPEED",
       "COLOR",
       "CORE_COUNT",
@@ -46,6 +49,7 @@
       "TYPE"
     ],
     "textcat":[
+      "267",
       "292",
       "297",
       "325",
@@ -66,124 +70,139 @@
 
   ],
   "performance":{
-    "ents_f":0.9489811552,
-    "ents_p":0.9494175353,
-    "ents_r":0.9485451761,
+    "ents_f":0.9517504774,
+    "ents_p":0.9530851606,
+    "ents_r":0.9504195271,
     "ents_per_type":{
       "BRAND":{
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-        "r":0.9764309764,
-        "f":0.9780775717
+        "p":0.9864130435,
+        "r":0.9837398374,
+        "f":0.9850746269
       },
       "PRODUCT_SERIES":{
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-        "f":0.8914549654
+        "p":0.879245283,
+        "r":0.8825757576,
+        "f":0.8809073724
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-      "TAG":{
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-        "r":0.8786127168,
-        "f":0.8914956012
+      "MODEL_NUMBER":{
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+        "r":0.8479532164,
+        "f":0.8479532164
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-        "r":0.9605734767,
-        "f":0.9605734767
+      "STORAGE":{
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-      "PROCESSOR":{
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-        "f":0.938547486
+      "COLOR":{
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+        "r":0.9661016949,
+        "f":0.9743589744
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+        "f":0.88
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       "GRAPHICS":{
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+      "FEATURE":{
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         "f":0.9230769231
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       "GEN":{
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@@ -191,16 +210,21 @@
         "f":1.0
       }
     },
-    "cats_score":0.9972263584,
+    "cats_score":0.9951241922,
     "cats_score_desc":"macro F",
-    "cats_micro_p":0.9971346705,
-    "cats_micro_r":0.9971346705,
-    "cats_micro_f":0.9971346705,
-    "cats_macro_p":0.9966216216,
-    "cats_macro_r":0.9978632479,
-    "cats_macro_f":0.9972263584,
-    "cats_macro_auc":0.999935145,
+    "cats_micro_p":0.9952267303,
+    "cats_micro_r":0.9952267303,
+    "cats_micro_f":0.9952267303,
+    "cats_macro_p":0.9954881833,
+    "cats_macro_r":0.9948212496,
+    "cats_macro_f":0.9951241922,
+    "cats_macro_auc":1.0,
     "cats_f_per_type":{
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       "292":{
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@@ -208,23 +232,23 @@
       },
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-    "ner_loss":1272.720204471,
-    "textcat_loss":0.3203398252
+    "tok2vec_loss":10227.9921514994,
+    "ner_loss":529.2975762235,
+    "textcat_loss":0.048378043
   },
   "requirements":[
 

ner/moves

@@ -1 +1 @@
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textcat/cfg

@@ -1,5 +1,6 @@
 {
   "labels":[
+    "267",
     "292",
     "297",
     "325",

textcat/model

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tok2vec/model

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 size 34434008

vocab/strings.json

@@ -4986,6 +4986,7 @@
   "./configure",
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+  ".0\"",
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@@ -5052,6 +5053,7 @@
   ".1x",
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@@ -5374,6 +5376,7 @@
   ".6x",
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@@ -5410,6 +5413,7 @@
   ".8V",
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   "0HQ",
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@@ -8175,6 +8180,7 @@
   "0mg",
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@@ -9623,6 +9629,7 @@
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   "1000:1",
   "1000BASE",
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@@ -11607,6 +11616,7 @@
   "11PM",
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@@ -12242,9 +12254,13 @@
   "1287",
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@@ -14815,6 +14831,7 @@
   "16L",
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   "16Mn",
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@@ -14852,6 +14869,7 @@
   "16mn",
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   "16o",
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@@ -20819,6 +20837,7 @@
   "2–1",
   "2–2",
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   "2'-O",
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@@ -22664,7 +22683,10 @@
   "200K.",
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   "200S",
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@@ -22692,7 +22714,10 @@
   "200mbps",
   "200million",
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   "200ms",
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@@ -25322,8 +25347,12 @@
   "2568",
   "2569",
   "2569.26",
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   "256GB",
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+  "256g",
   "256gb",
+  "256gb)",
   "256th",
   "257",
   "257,000",
@@ -26210,6 +26239,7 @@
   "28B",
   "28C",
   "28Cincinnati%2C",
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   "28K",
   "28L",
   "28Ohio%29",
@@ -26221,6 +26251,7 @@
   "28bn",
   "28c",
   "28cincinnati%2c",
+  "28g",
   "28i",
   "28k",
   "28l",
@@ -26649,6 +26680,7 @@
   "2IC",
   "2J",
   "2JZ",
+  "2K",
   "2K.",
   "2K11",
   "2K12",
@@ -26726,6 +26758,7 @@
   "2SO",
   "2Sa",
   "2Sam",
+  "2T",
   "2T22",
   "2TA",
   "2TB",
@@ -27103,6 +27136,7 @@
   "3(k",
   "3)The",
   "3)the",
+  "3+",
   "3,0",
   "3,00,000",
   "3,000",
@@ -29765,6 +29799,8 @@
   "380.80",
   "3800",
   "38000",
+  "3800mAh",
+  "3800mah",
   "3801",
   "3802",
   "3803",
@@ -30315,6 +30351,7 @@
   "3c",
   "3c.",
   "3cd",
+  "3ci",
   "3com",
   "3commas",
   "3cr",
@@ -30545,6 +30582,7 @@
   "4–2",
   "4–3",
   "4–6",
+  "4''",
   "4'10",
   "4'11",
   "4'6",
@@ -30952,6 +30990,7 @@
   "40",
   "40(1",
   "40(2",
+  "40)",
   "40,000",
   "40,000,000",
   "40,000.00",
@@ -31403,6 +31442,8 @@
   "420.68",
   "4200",
   "42000",
+  "4200Mah",
+  "4200mah",
   "4201",
   "4202",
   "4203",
@@ -31578,6 +31619,8 @@
   "430,700",
   "4300",
   "43000",
+  "4300mAh",
+  "4300mah",
   "4301",
   "4302",
   "4303",
@@ -31678,6 +31721,7 @@
   "438,845",
   "4380",
   "4381",
+  "4385",
   "4386",
   "438th",
   "439",
@@ -31842,6 +31886,7 @@
   "449.99",
   "4490",
   "4491",
+  "4492",
   "4495",
   "4499",
   "449th",
@@ -32333,11 +32378,14 @@
   "48.95",
   "48.99",
   "480",
+  "480+",
   "480,000",
   "480.00",
   "4800",
   "48000",
   "4800MHz",
+  "4800mAh",
+  "4800mah",
   "4800mhz",
   "4801",
   "4802",
@@ -32999,6 +33047,7 @@
   "5–0",
   "5–1",
   "5–7",
+  "5''",
   "5'-phosphate",
   "5'0",
   "5'1",
@@ -33575,6 +33624,7 @@
   "50K.",
   "50L",
   "50M",
+  "50MP",
   "50MW",
   "50Mbps",
   "50PCS",
@@ -33616,6 +33666,7 @@
   "50million",
   "50min",
   "50ml",
+  "50mp",
   "50ms",
   "50mw",
   "50p",
@@ -33683,6 +33734,9 @@
   "510,000",
   "510.6",
   "5100",
+  "5100Mah",
+  "5100mAh",
+  "5100mah",
   "5101",
   "5102",
   "5103",
@@ -33804,6 +33858,8 @@
   "520,000",
   "5200",
   "5200U",
+  "5200mAh",
+  "5200mah",
   "5200u",
   "5201",
   "5202",
@@ -34030,6 +34086,8 @@
   "540,000",
   "5400",
   "54000",
+  "5400mAh",
+  "5400mah",
   "5401",
   "5405",
   "5407",
@@ -34106,6 +34164,7 @@
   "54\u201355",
   "54\u2033",
   "55",
+  "55\"",
   "55%-owned",
   "55,000",
   "55,500",
@@ -34135,6 +34194,8 @@
   "5500U",
   "5500gt",
   "5500h",
+  "5500mAh",
+  "5500mah",
   "5500u",
   "5501",
   "5502",
@@ -34241,6 +34302,7 @@
   "55\u201364",
   "55\u2033",
   "56",
+  "56\"",
   "56,000",
   "56,250",
   "56,500",
@@ -34329,7 +34391,9 @@
   "569Full$699Queen$799King/",
   "569full$699queen$799king/",
   "56A",
+  "56G",
   "56a",
+  "56g",
   "56k",
   "56th",
   "56\u201357",
@@ -34452,6 +34516,8 @@
   "5800X3D",
   "5800XT",
   "5800h",
+  "5800mAh",
+  "5800mah",
   "5800u",
   "5800x",
   "5800x3d",
@@ -34978,6 +35044,7 @@
   "6–2",
   "6–3",
   "6–4",
+  "6''",
   "6'0",
   "6'1",
   "6'10",
@@ -35061,6 +35128,7 @@
   "6-1",
   "6.",
   "6.0",
+  "6.0\"",
   "6.0.1",
   "6.00",
   "6.000",
@@ -35079,6 +35147,7 @@
   "6.0L",
   "6.0l",
   "6.1",
+  "6.1")",
   "6.1.1",
   "6.1.2",
   "6.1.3",
@@ -35097,6 +35166,9 @@
   "6.18",
   "6.19",
   "6.2",
+  "6.2\"",
+  "6.2")",
+  "6.2''",
   "6.2.1",
   "6.2.2",
   "6.2.3",
@@ -35116,6 +35188,8 @@
   "6.2L",
   "6.2l",
   "6.3",
+  "6.3\"",
+  "6.3")",
   "6.3.1",
   "6.3.2",
   "6.3.3",
@@ -35138,17 +35212,22 @@
   "6.41",
   "6.42",
   "6.43",
+  "6.43")",
   "6.44",
   "6.45",
   "6.45am",
   "6.45pm",
   "6.46",
+  "6.46")",
   "6.47",
   "6.48",
   "6.49",
+  "6.49")",
   "6.4L",
   "6.4l",
   "6.5",
+  "6.5")",
+  "6.5''",
   "6.5.1",
   "6.5/10",
   "6.50",
@@ -35160,15 +35239,26 @@
   "6.53",
   "6.54",
   "6.55",
+  "6.55\"",
+  "6.55\"12GB",
+  "6.55\"12gb",
+  "6.55")",
+  "6.55''",
   "6.56",
+  "6.56\"",
+  "6.56")",
   "6.57",
   "6.58",
+  "6.58")",
+  "6.58''",
   "6.59",
   "6.5bn",
   "6.5million",
   "6.5\u00d755",
   "6.5\u2033",
   "6.6",
+  "6.6")",
+  "6.6''",
   "6.6/10",
   "6.60",
   "6.61",
@@ -35179,29 +35269,51 @@
   "6.65",
   "6.66",
   "6.67",
+  "6.67\"",
+  "6.67\"Flow",
+  "6.67\"flow",
+  "6.67")",
+  "6.67''",
+  "6.67inch",
   "6.68",
   "6.69",
   "6.6L",
+  "6.6inch",
   "6.6l",
   "6.7",
+  "6.7\"",
+  "6.7")",
+  "6.7''",
+  "6.7''SmartPhone",
+  "6.7''smartphone",
   "6.7/10",
   "6.70",
   "6.71",
   "6.72",
+  "6.72"",
   "6.73",
   "6.74",
+  "6.74\"",
+  "6.74''",
   "6.75",
   "6.76",
   "6.77",
   "6.78",
+  "6.78\"",
+  "6.78"",
+  "6.78")",
+  "6.78''",
   "6.79",
   "6.7L",
   "6.7l",
   "6.8",
+  "6.8")",
   "6.8/10",
   "6.80",
   "6.81",
+  "6.81")",
   "6.82",
+  "6.82''",
   "6.83",
   "6.84",
   "6.85",
@@ -35210,6 +35322,8 @@
   "6.88",
   "6.89",
   "6.9",
+  "6.9\"",
+  "6.9''",
   "6.9/10",
   "6.90",
   "6.91",
@@ -35633,6 +35747,7 @@
   "623",
   "623,000",
   "6230",
+  "6230i",
   "6232",
   "6233",
   "6234",
@@ -35717,6 +35832,7 @@
   "6301",
   "6302",
   "6303",
+  "6303ci",
   "6304",
   "6305",
   "6306",
@@ -35727,6 +35843,7 @@
   "631",
   "631,163",
   "6310",
+  "6310i",
   "6311",
   "63110",
   "6312",
@@ -35991,15 +36108,18 @@
   "65A",
   "65B",
   "65C02",
+  "65G",
   "65H",
   "65U",
   "65UK665SH",
   "65W",
+  "65WCharge",
   "65X",
   "65a",
   "65b",
   "65c02",
   "65daysofstatic",
+  "65g",
   "65h",
   "65k",
   "65million",
@@ -36009,6 +36129,7 @@
   "65u",
   "65uk665sh",
   "65w",
+  "65wcharge",
   "65x",
   "65\u201366",
   "65\u201370",
@@ -36098,6 +36219,7 @@
   "66xl8lfdq",
   "66\u201367",
   "67",
+  "67\"",
   "67,000",
   "67,500",
   "67,972",
@@ -36155,11 +36277,13 @@
   "679,000",
   "67A",
   "67P",
+  "67W",
   "67a",
   "67g--/",
   "67p",
   "67s",
   "67th",
+  "67w",
   "68",
   "68,000",
   "68,500",
@@ -36528,6 +36652,7 @@
   "6mm",
   "6month",
   "6months",
+  "6mp",
   "6mt",
   "6mu",
   "6music",
@@ -36650,6 +36775,7 @@
   "7–0",
   "7–5",
   "7–6",
+  "7''",
   "7'0",
   "7'6",
   "7(1",
@@ -36876,6 +37002,7 @@
   "7.904",
   "7.91",
   "7.92",
+  "7.92\"",
   "7.92\u00d757",
   "7.93",
   "7.937",
@@ -37147,6 +37274,7 @@
   "71N",
   "71b",
   "71n",
+  "71s",
   "71st",
   "71st\u201373rd",
   "71\u201372",
@@ -37328,6 +37456,7 @@
   "73d",
   "73rd",
   "74",
+  "74\"",
   "74%-owned",
   "74,000",
   "74,351",
@@ -37586,7 +37715,9 @@
   "765,000",
   "7650",
   "76543",
+  "765G",
   "765LT",
+  "765g",
   "765lt",
   "766",
   "7661",
@@ -37691,6 +37822,8 @@
   "7780",
   "7782",
   "7788",
+  "778G",
+  "778g",
   "779",
   "7799",
   "77A",
@@ -37707,6 +37840,7 @@
   "77\u201378",
   "77\u201379",
   "78",
+  "78\"",
   "78,000",
   "78,600",
   "78,625",
@@ -37982,6 +38116,7 @@
   "7O",
   "7P",
   "7PM",
+  "7Pro",
   "7R",
   "7Rv",
   "7S",
@@ -38055,6 +38190,7 @@
   "7p.m.",
   "7plus",
   "7pm",
+  "7pro",
   "7pts",
   "7px",
   "7qc",
@@ -38142,6 +38278,7 @@
   "7\u2033",
   "8",
   "8\"s",
+  "8''",
   "8'6",
   "8(1",
   "8(2",
@@ -38153,6 +38290,7 @@
   "8(b",
   "8(t",
   "8)",
+  "8+",
   "8,000",
   "8,000,000",
   "8,050",
@@ -38414,6 +38552,7 @@
   "80%-owned",
   "80%-plus",
   "80's",
+  "80+",
   "80,000",
   "80,000,000",
   "80-",
@@ -39323,6 +39462,8 @@
   "8FM",
   "8G",
   "8GB",
+  "8GB)",
+  "8GB128GB",
   "8GBD6",
   "8Ga",
   "8Gb",
@@ -39345,6 +39486,7 @@
   "8PM",
   "8R",
   "8S",
+  "8T",
   "8TH",
   "8TV",
   "8Th",
@@ -39392,6 +39534,8 @@
   "8f",
   "8g",
   "8gb",
+  "8gb)",
+  "8gb128gb",
   "8gbd6",
   "8h",
   "8hours",
@@ -39433,6 +39577,7 @@
   "8r",
   "8s",
   "8st",
+  "8t",
   "8th",
   "8th-9th",
   "8the",
@@ -39496,6 +39641,7 @@
   "9",
   "9\"s",
   "9–12",
+  "9''",
   "9(1",
   "9(2",
   "9(3",
@@ -39848,6 +39994,7 @@
   "90P",
   "90R",
   "90S",
+  "90T",
   "90W",
   "90X",
   "90YV0JC4",
@@ -39872,6 +40019,7 @@
   "90px",
   "90q",
   "90s",
+  "90t",
   "90th",
   "90w",
   "90x",
@@ -39954,6 +40102,7 @@
   "91w",
   "91\u201392",
   "92",
+  "92\"",
   "92+",
   "92,000",
   "92,800",
@@ -54272,6 +54421,7 @@
   "Androgynous",
   "Androgyny",
   "Android",
+  "Android13",
   "Androids",
   "Andrology",
   "Andromache",
@@ -76674,6 +76824,7 @@
   "Bla\u017e",
   "Bla\u017eek",
   "Bla\u017eevi\u0107",
+  "Blck",
   "Bld",
   "Bldg",
   "Ble",
@@ -86557,6 +86708,7 @@
   "CAMRA",
   "CAMROL",
   "CAMS",
+  "CAM_RES",
   "CAMs",
   "CAMshaft",
   "CAN",
@@ -87308,6 +87460,7 @@
   "CE",
   "CE1",
   "CE2",
+  "CE4",
   "CEA",
   "CEAC",
   "CEAP",
@@ -95576,6 +95729,7 @@
   "Celje",
   "Celkon",
   "Cell",
+  "CellPhone",
   "Cella",
   "Cellach",
   "Cellaigh",
@@ -121046,6 +121200,7 @@
   "Dimensionless",
   "Dimensions",
   "Dimensity",
+  "Dimensity7300X",
   "Dimer",
   "Dimery",
   "Dimes",
@@ -124099,6 +124254,7 @@
   "Dot",
   "DotA",
   "DotCom",
+  "DotDisplay",
   "DotNetNuke",
   "Dota",
   "Dotan",
@@ -129030,6 +129186,7 @@
   "ESX",
   "ESXi",
   "ESY",
+  "ESim",
   "ESs",
   "ET",
   "ET+",
@@ -135309,6 +135466,7 @@
   "Esi",
   "Esiason",
   "Esiliiga",
+  "Esim",
   "Esin",
   "Esiri",
   "Esk",
@@ -149373,6 +149531,7 @@
   "G/5",
   "G0",
   "G01",
+  "G04",
   "G1",
   "G1/4",
   "G10",
@@ -149440,10 +149599,13 @@
   "G50",
   "G500",
   "G52",
+  "G53",
+  "G54",
   "G55",
   "G550",
   "G560",
   "G5905",
+  "G5s",
   "G6",
   "G60",
   "G600",
@@ -149459,7 +149621,9 @@
   "G700",
   "G713",
   "G713PI",
+  "G71s",
   "G72",
+  "G73",
   "G76",
   "G77",
   "G7X",
@@ -149467,12 +149631,16 @@
   "G80",
   "G810",
   "G814JIR",
+  "G84",
   "G85",
+  "G88",
   "G8X",
   "G9",
   "G90",
+  "G90T",
   "G915",
   "G95",
+  "G99",
   "G9a",
   "GA",
   "GA+",
@@ -150393,6 +150561,7 @@
   "GOLDEN",
   "GOLDIE",
   "GOLDMAN",
+  "GOLED",
   "GOLF",
   "GOLLUM",
   "GOLS",
@@ -156938,6 +157107,7 @@
   "Glazyev",
   "Glc",
   "GlcNAc",
+  "Gld",
   "Gleadless",
   "Gleam",
   "Gleaming",
@@ -163881,6 +164051,7 @@
   "H5S",
   "H6",
   "H7",
+  "H740)",
   "H7H",
   "H7N9",
   "H8",
@@ -164339,6 +164510,7 @@
   "HDR",
   "HDR+",
   "HDR10",
+  "HDR10+",
   "HDRI",
   "HDRip",
   "HDS",
@@ -165030,6 +165202,7 @@
   "HONKS",
   "HONOLULU",
   "HONOR",
+  "HONOR200",
   "HONORABLE",
   "HONORED",
   "HONORS",
@@ -177608,6 +177781,7 @@
   "Hypeninae",
   "Hyper",
   "HyperCard",
+  "HyperCharge",
   "HyperText",
   "HyperTransport",
   "HyperX",
@@ -179874,6 +180048,7 @@
   "IP3",
   "IP44",
   "IP5",
+  "IP52",
   "IP54",
   "IP55",
   "IP6",
@@ -209241,6 +209416,7 @@
   "LTNs",
   "LTO",
   "LTP",
+  "LTPO",
   "LTPS",
   "LTR",
   "LTRs",
@@ -223266,6 +223442,7 @@
   "MOLE",
   "MOLECULAR",
   "MOLECULES",
+  "MOLED",
   "MOLL",
   "MOLLE",
   "MOLLUS",
@@ -223422,6 +223599,7 @@
   "MOTORBIKE",
   "MOTORCYCLE",
   "MOTORCYCLES",
+  "MOTOROLA",
   "MOTORS",
   "MOTT",
   "MOTTO",
@@ -225447,9 +225625,13 @@
   "Magia",
   "Magians",
   "Magic",
+  "Magic4",
+  "Magic5",
+  "Magic6",
   "MagicBand",
   "MagicBook",
   "MagicJack",
+  "MagicOS",
   "MagicWatch",
   "Magica",
   "Magical",
@@ -233416,6 +233598,7 @@
   "Mdluli",
   "Mdm",
   "Mdm2",
+  "Mdnight",
   "Mduduzi",
   "Me",
   "Me'Shell",
@@ -255906,6 +256089,7 @@
   "Note",
   "Note-",
   "Note10",
+  "Note13",
   "Note20",
   "Note8",
   "Note9",
@@ -266214,6 +266398,7 @@
   "PIXMA",
   "PIZZA",
   "PIs",
+  "PIxel",
   "PJ",
   "PJAK",
   "PJC",
@@ -281299,6 +281484,7 @@
   "Premier12",
   "PremierLeague",
   "Premiere",
+  "Premiere]",
   "Premiered",
   "Premieres",
   "Premiering",
@@ -285768,6 +285954,7 @@
   "Quabbin",
   "Quach",
   "Quack",
+  "QuackCharge",
   "Quackenbush",
   "Quacker",
   "Quackers",
@@ -301963,6 +302150,7 @@
   "S9057MD)",
   "S9100",
   "S9150",
+  "S928B",
   "S95",
   "SA",
   "SA+",
@@ -305573,6 +305761,7 @@
   "SUPERSTAR",
   "SUPERVISION",
   "SUPERVISOR",
+  "SUPERVOOC",
   "SUPP",
   "SUPPER",
   "SUPPLEMENT",
@@ -322597,6 +322786,7 @@
   "Smartling",
   "Smartly",
   "Smartmatic",
+  "Smartphon",
   "Smartphone",
   "Smartphones",
   "Smarts",
@@ -322955,6 +323145,8 @@
   "Snapchatting",
   "Snapdeal",
   "Snapdragon",
+  "Snapdragon695",
+  "Snapdragon8+Gen1",
   "Snape",
   "Snapes",
   "Snapfish",
@@ -332403,6 +332595,7 @@
   "SuperBrawl",
   "SuperCab",
   "SuperCard",
+  "SuperCharge",
   "SuperCoach",
   "SuperCollider",
   "SuperCrew",
@@ -335150,6 +335343,7 @@
   "T6",
   "T60",
   "T600",
+  "T606",
   "T64",
   "T65",
   "T651",
@@ -355360,6 +355554,7 @@
   "Unis",
   "Unisa",
   "Unisex",
+  "Unisoc",
   "Unison",
   "Unisonic",
   "Unisphere",
@@ -356950,6 +357145,7 @@
   "V8s",
   "V9",
   "V90",
+  "V99",
   "V9BET",
   "VA",
   "VAA",
@@ -360691,6 +360887,7 @@
   "Versio",
   "Version",
   "Version)-",
+  "Version]",
   "Versioning",
   "Versions",
   "VersionsSide",
@@ -373949,6 +374146,7 @@
   "X9",
   "X95",
   "X99",
+  "X9b",
   "X:$ddXXXX",
   "X:$ddXXXX}",
   "X:$ddXXXX}X",
@@ -374079,6 +374277,7 @@
   "XG850",
   "XGA",
   "XGBoost",
+  "XGO2",
   "XGP",
   "XGT",
   "XH",
@@ -374237,6 +374436,8 @@
   "XQuery",
   "XR",
   "XR2",
+  "XR20",
+  "XR21",
   "XR4Ti",
   "XR4Ti's",
   "XR6",
@@ -374274,6 +374475,7 @@
   "XStream",
   "XT",
   "XT1",
+  "XT1980",
   "XT2",
   "XT3",
   "XT4",
@@ -374611,6 +374813,7 @@
   "XXXX\u2019X",
   "XXXX\u2019XX",
   "XXXX\u2022Xxxxx",
+  "XXX_XXX",
   "XXX_XXXX",
   "XXX_dddd.XXX",
   "XXXd",
@@ -374630,6 +374833,7 @@
   "XXXdXxxx",
   "XXXd_ddd",
   "XXXdd",
+  "XXXdd+",
   "XXXdd/dd",
   "XXXddX",
   "XXXddXXXddXd",
@@ -374961,6 +375165,7 @@
   "XddXdd",
   "XddXx",
   "Xddd",
+  "Xddd)",
   "Xddd,ddd",
   "XdddX",
   "XdddXX",
@@ -375428,6 +375633,7 @@
   "Xperiment",
   "Xpert",
   "Xplode",
+  "Xplora",
   "Xploration",
   "Xplore",
   "Xplorer",
@@ -376183,6 +376389,7 @@
   "Xxxxx\\Xxxxx\\",
   "Xxxxx\\Xxxxx\\Xxx",
   "Xxxxx\\Xxxxx\\Xxxxx",
+  "Xxxxx]",
   "Xxxxx]Xxx",
   "Xxxxx][Xxxxx",
   "Xxxxx^d",
@@ -376193,6 +376400,7 @@
   "Xxxxx`x",
   "Xxxxxd",
   "Xxxxxd+/+",
+  "Xxxxxd+Xxxd",
   "Xxxxxd-/-",
   "Xxxxxd.xxx",
   "Xxxxxd.xxxxX",
@@ -376209,6 +376417,7 @@
   "Xxxxxddd@Xxxxx",
   "Xxxxxddd@Xxxxx.Xxx",
   "Xxxxxdddd",
+  "XxxxxddddX",
   "Xxxxxddddx",
   "Xxxxxddx",
   "Xxxxxdx",
@@ -396425,6 +396634,7 @@
   "androgynous",
   "androgyny",
   "android",
+  "android13",
   "androids",
   "andrology",
   "andromache",
@@ -421673,6 +421883,7 @@
   "bla\u017eevi\u0107",
   "blb",
   "blc",
+  "blck",
   "bld",
   "bldc",
   "bldg",
@@ -434638,6 +434849,7 @@
   "cam'ron",
   "cam2cam",
   "cam4",
+  "cam_res",
   "cama",
   "camac",
   "camacho",
@@ -439693,6 +439905,7 @@
   "ce1",
   "ce2",
   "ce3",
+  "ce4",
   "ce>",
   "ceRNA",
   "ceX",
@@ -462804,7 +463017,12 @@
   "d.c.l.",
   "d.c.s.",
   "d.d",
+  "d.d\"",
   "d.d&xxxx;",
+  "d.d&xxxx;)",
+  "d.d''",
+  "d.d''XxxxxXxxxx",
+  "d.d''xxxx",
   "d.d)",
   "d.d-",
   "d.d-xxxx",
@@ -462824,7 +463042,15 @@
   "d.dXx",
   "d.dXxx",
   "d.dd",
+  "d.dd\"",
+  "d.dd\"Xxxx",
+  "d.dd\"ddXX",
+  "d.dd\"ddxx",
+  "d.dd\"xxxx",
+  "d.dd&xxxx;",
+  "d.dd&xxxx;)",
   "d.dd&xxxx;d",
+  "d.dd''",
   "d.dd.d",
   "d.dd.dd",
   "d.dd:d",
@@ -462840,6 +463066,7 @@
   "d.ddxdd",
   "d.ddxx",
   "d.ddxxx",
+  "d.ddxxxx",
   "d.dd\u00d7dd",
   "d.dd\u00d7ddxxX",
   "d.dd\u2013d",
@@ -463190,6 +463417,7 @@
   "dXXXxxx",
   "dXXd",
   "dXXdX",
+  "dXXdddXX",
   "dXXdddd",
   "dXXx",
   "dXXxx",
@@ -466117,6 +466345,7 @@
   "ddX.",
   "ddX/ddX",
   "ddXX",
+  "ddXX+ddXX",
   "ddXXX",
   "ddXXXX",
   "ddXXXXd",
@@ -466135,6 +466364,7 @@
   "ddXXdddd",
   "ddXXddddXX",
   "ddXXx",
+  "ddXXxxxx",
   "ddXd",
   "ddXdd",
   "ddXdd:dd:dd",
@@ -466175,6 +466405,7 @@
   "ddd(x)x",
   "ddd)}",
   "ddd)}X",
+  "ddd+",
   "ddd,dd",
   "ddd,ddd",
   "ddd,ddd,ddd",
@@ -466236,6 +466467,8 @@
   "dddX.",
   "dddX/dddX",
   "dddXX",
+  "dddXX)",
+  "dddXX+ddXX",
   "dddXXX",
   "dddXXXX",
   "dddXXx",
@@ -466340,6 +466573,8 @@
   "dddxddxx",
   "dddxdxxxx",
   "dddxx",
+  "dddxx)",
+  "dddxx+ddxx",
   "dddxxx",
   "dddxxxx",
   "dddxxxx.xxx",
@@ -466424,6 +466659,7 @@
   "ddxddxx",
   "ddxdxddd",
   "ddxx",
+  "ddxx+ddxx",
   "ddxx-",
   "ddxx-ddxx",
   "ddxx-dxx",
@@ -473115,6 +473351,7 @@
   "dimensionless",
   "dimensions",
   "dimensity",
+  "dimensity7300x",
   "dimeo",
   "dimer",
   "dimera",
@@ -477574,6 +477811,7 @@
   "dotcom",
   "dotd",
   "dotdash",
+  "dotdisplay",
   "dote",
   "doted",
   "dotel",
@@ -481190,6 +481428,7 @@
   "dxxdXxx",
   "dxxdXxxxx",
   "dxxdddd",
+  "dxxdddxx",
   "dxxdx",
   "dxxdxxx",
   "dxxx",
@@ -494433,6 +494672,7 @@
   "extr",
   "extra",
   "extra-",
+  "extra-large-keys",
   "extra-nasty",
   "extracapsular",
   "extracellular",
@@ -500367,6 +500607,7 @@
   "fingerprinted",
   "fingerprinting",
   "fingerprints",
+  "fingerprintused",
   "fingers",
   "fingersmith",
   "fingerspelled",
@@ -508277,6 +508518,7 @@
   "g/100",
   "g0",
   "g01",
+  "g04",
   "g1",
   "g1/4",
   "g10",
@@ -508343,13 +508585,17 @@
   "g50",
   "g500",
   "g52",
+  "g53",
+  "g54",
   "g55",
   "g550",
   "g560",
   "g5905",
+  "g5s",
   "g6",
   "g60",
   "g600",
+  "g60s",
   "g614jv",
   "g614jv-n3075w",
   "g63",
@@ -508363,7 +508609,9 @@
   "g700",
   "g713",
   "g713pi",
+  "g71s",
   "g72",
+  "g73",
   "g76",
   "g77",
   "g7x",
@@ -508371,12 +508619,16 @@
   "g80",
   "g810",
   "g814jir",
+  "g84",
   "g85",
+  "g88",
   "g8x",
   "g9",
   "g90",
+  "g90t",
   "g915",
   "g95",
+  "g99",
   "g9a",
   "g:-",
   "g?I",
@@ -517003,6 +517255,7 @@
   "goldziher",
   "gole",
   "golec",
+  "goled",
   "golem",
   "goleman",
   "golems",
@@ -519150,6 +519403,7 @@
   "graphische",
   "graphisoft",
   "graphite",
+  "graphite-grey",
   "graphitic",
   "graphium",
   "graphiurus",
@@ -523921,6 +524175,7 @@
   "h6",
   "h64",
   "h7",
+  "h740)",
   "h7h",
   "h7n9",
   "h8",
@@ -528684,6 +528939,7 @@
   "hdr",
   "hdr+",
   "hdr10",
+  "hdr10+",
   "hdri",
   "hdrip",
   "hds",
@@ -535230,6 +535486,7 @@
   "honolulu",
   "honor",
   "honor--",
+  "honor200",
   "honora",
   "honorable",
   "honorably",
@@ -535610,6 +535867,7 @@
   "horiuchi",
   "horizen",
   "horizon",
+  "horizon-blue",
   "horizon2020",
   "horizons",
   "horizont",
@@ -540711,8 +540969,11 @@
   "ic1",
   "ic2",
   "ic3",
+  "ic4",
   "ic4a",
+  "ic5",
   "ic50",
+  "ic6",
   "icS",
   "ica",
   "icaa",
@@ -544083,6 +544344,7 @@
   "including:-",
   "includ\u00ading",
   "incluida",
+  "incluidas",
   "incluido",
   "incluidos",
   "incluindo",
@@ -548108,6 +548370,7 @@
   "ip20",
   "ip3",
   "ip44",
+  "ip52",
   "ip54",
   "ip55",
   "ip6",
@@ -584722,6 +584985,7 @@
   "ltns",
   "lto",
   "ltp",
+  "ltpo",
   "ltps",
   "ltr",
   "ltrs",
@@ -588927,6 +589191,9 @@
   "magia",
   "magians",
   "magic",
+  "magic4",
+  "magic5",
+  "magic6",
   "magicJack",
   "magica",
   "magical",
@@ -588943,6 +589210,7 @@
   "magicked",
   "magicks",
   "magico",
+  "magicos",
   "magics",
   "magicseaweed",
   "magicwatch",
@@ -597772,6 +598040,7 @@
   "mdmk",
   "mdn",
   "mdna",
+  "mdnight",
   "mdns",
   "mdo",
   "mdoc",
@@ -606608,6 +606877,7 @@
   "mobikwik",
   "mobil",
   "mobile",
+  "mobile-phone",
   "mobile-workstation",
   "mobilecrusher",
   "mobilehome.net",
@@ -607440,6 +607710,7 @@
   "molecules",
   "moleculight",
   "moleculon",
+  "moled",
   "moledet",
   "molefe",
   "molefi",
@@ -624796,6 +625067,7 @@
   "note-",
   "note--",
   "note10",
+  "note13",
   "note20",
   "note8",
   "note9",
@@ -630902,6 +631174,7 @@
   "on",
   "on't",
   "on'yomi",
+  "on)",
   "on+",
   "on-",
   "on--",
@@ -630926,6 +631199,7 @@
   "onR",
   "onX",
   "on\\",
+  "on]",
   "ona",
   "onabanjo",
   "onaga",
@@ -636444,6 +636718,7 @@
   "p63",
   "p65",
   "p66",
+  "p68",
   "p7",
   "p70",
   "p700",
@@ -654894,6 +655169,7 @@
   "premier",
   "premier12",
   "premiere",
+  "premiere]",
   "premiered",
   "premieres",
   "premiering",
@@ -660135,6 +660411,7 @@
   "pwysig",
   "px",
   "px4",
+  "px8",
   "pxc",
   "pxe",
   "pxg",
@@ -661370,6 +661647,7 @@
   "quabbin",
   "quach",
   "quack",
+  "quackcharge",
   "quackenbush",
   "quacker",
   "quackers",
@@ -666696,6 +666974,7 @@
   "reI",
   "reK",
   "re\\",
+  "re]",
   "rea",
   "reabov",
   "reabsorb",
@@ -680562,6 +680841,7 @@
   "s9057md)",
   "s9100",
   "s9150",
+  "s928b",
   "s95",
   "s:-",
   "s:0",
@@ -700828,6 +701108,7 @@
   "smartnet",
   "smartnode",
   "smartpak",
+  "smartphon",
   "smartphone",
   "smartphones",
   "smartpoints",
@@ -701362,6 +701643,8 @@
   "snapcredit",
   "snapdeal",
   "snapdragon",
+  "snapdragon695",
+  "snapdragon8+gen1",
   "snapdragons",
   "snape",
   "snapes",
@@ -717705,6 +717988,7 @@
   "t6",
   "t60",
   "t600",
+  "t606",
   "t64",
   "t65",
   "t651",
@@ -740414,6 +740698,7 @@
   "unisdr",
   "unisex",
   "unisexual",
+  "unisoc",
   "unison",
   "unisonic",
   "unisphere",
@@ -743618,6 +743903,7 @@
   "v8s",
   "v9",
   "v90",
+  "v99",
   "v9bet",
   "vB",
   "vBulletin",
@@ -746924,8 +747210,10 @@
   "versio",
   "version",
   "version(s",
+  "version)",
   "version)-",
   "version-",
+  "version]",
   "versione",
   "versioned",
   "versioning",
@@ -761919,6 +762207,7 @@
   "x9",
   "x95",
   "x99",
+  "x9b",
   "x<.ddd",
   "x<d.dd",
   "x<d.ddd",
@@ -762235,6 +762524,7 @@
   "xddXxxd",
   "xdd_dd",
   "xddd",
+  "xddd)",
   "xddd,Xxx",
   "xdddd",
   "xddddx",
@@ -762406,6 +762696,7 @@
   "xg850",
   "xga",
   "xgboost",
+  "xgo2",
   "xgt",
   "xh",
   "xh558",
@@ -762890,6 +763181,7 @@
   "xpg",
   "xpl",
   "xplode",
+  "xplora",
   "xploration",
   "xplore",
   "xplorer",
@@ -762917,6 +763209,8 @@
   "xquery",
   "xr",
   "xr2",
+  "xr20",
+  "xr21",
   "xr4ti",
   "xr4ti's",
   "xr6",
@@ -762960,6 +763254,7 @@
   "xt",
   "xt-",
   "xt1",
+  "xt1980",
   "xt2",
   "xt3",
   "xt4",
@@ -763468,6 +763763,7 @@
   "xxxd",
   "xxxd.d",
   "xxxdd",
+  "xxxdd+",
   "xxxdd.dd",
   "xxxddd",
   "xxxddd@xxxx.xxx",
@@ -763879,6 +764175,7 @@
   "xxxx[xxxx[x",
   "xxxx\\",
   "xxxx\\\u2019x",
+  "xxxx]",
   "xxxx][x]Xxxxx",
   "xxxx]]Xxxxx",
   "xxxx]xxx",
@@ -763898,6 +764195,7 @@
   "xxxx`x",
   "xxxx`xx",
   "xxxxd",
+  "xxxxd+xxxd",
   "xxxxd,ddd",
   "xxxxd.d",
   "xxxxd.xx",
@@ -763914,6 +764212,7 @@
   "xxxxdddd",
   "xxxxdddd.xx",
   "xxxxdddd@xxxx.xxx",
+  "xxxxddddx",
   "xxxxddddxd",
   "xxxxddddxxx",
   "xxxxddddxxxxd",