Correct sourced device plausibility outliers

app/validate.py

@@ -325,9 +325,9 @@ def validate() -> list[str]:
         _check_slug(fname, rec.get("slug"), errors)
         if "release_date" in rec:
             _check_date(fname, rec["release_date"], errors)
-        _check_range(fname, "ram_gb", rec.get("ram_gb"), 1, 64, errors)
+        _check_range(fname, "ram_gb", rec.get("ram_gb"), 0.016, 64, errors)
         _check_range(fname, "battery_mah", rec.get("battery_mah"), 500, 12000, errors)
-        _check_range(fname, "weight_g", rec.get("weight_g"), 50, 500, errors)
+        _check_range(fname, "weight_g", rec.get("weight_g"), 50, 1500, errors)
         if "msrp_usd" in rec:
             _check_range(fname, "msrp_usd", rec["msrp_usd"], 50, 5000, errors)
         if rec.get("brand") not in brand_slugs:

data/smartphone/apple/2007/iphone.json

@@ -5,12 +5,13 @@
   "brand": "apple",
   "soc": "412-mhz-arm-11",
   "release_date": "2007-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.125,
   "battery_mah": 1500,
   "weight_g": 135.0,
   "os": "iOS",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/IPhone_(1st_generation)",
     "https://www.kaggle.com/datasets/msainani/gsmarena-mobile-devices"
   ],
   "storage_options_gb": [

data/smartphone/apple/2007/iphone/apple-iphone-aitoolbuzz-789-16gb-16gb-2g.json

@@ -4,20 +4,21 @@
   "name": "Apple iPhone",
   "brand": "apple",
   "release_date": "2007-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.125,
   "battery_mah": 1400,
   "weight_g": 135.0,
   "os": "iOS, up to iOS 3.1.3",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/IPhone_(1st_generation)",
     "https://aitoolbuzz.com/mobiles/apple-iphone"
   ],
   "variant": {
     "region": "global",
     "source_dataset": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com",
     "source_key": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com:789",
     "memory": {
-      "ram_gb": 16,
+      "ram_gb": 0.125,
       "storage_gb": 16
     },
     "network": {

data/smartphone/apple/2007/iphone/apple-iphone-allphones-2566-16gb-16gb-2g.json

@@ -4,20 +4,21 @@
   "name": "Apple iPhone",
   "brand": "apple",
   "release_date": "2007-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.125,
   "battery_mah": 1400,
   "weight_g": 135.0,
   "os": "iOS, upgradable to iOS 3.1.3",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/IPhone_(1st_generation)",
     "https://www.kaggle.com/datasets/madajaswanth/phone-dataset-8461-phones"
   ],
   "variant": {
     "region": "global",
     "source_dataset": "madajaswanth/phone-dataset-8461-phones",
     "source_key": "madajaswanth/phone-dataset-8461-phones:2566",
     "memory": {
-      "ram_gb": 16,
+      "ram_gb": 0.125,
       "storage_gb": 16
     },
     "network": {

data/smartphone/apple/2007/iphone/apple-iphone-beridzeg45-6380-16gb.json

@@ -4,12 +4,13 @@
   "name": "Apple iPhone",
   "brand": "apple",
   "release_date": "2007-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.125,
   "battery_mah": 1400,
   "weight_g": 135.0,
   "os": "iOS",
   "verified": true,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/IPhone_(1st_generation)",
     "https://www.gsmarena.com/apple_iphone-1827.php"
   ],
   "variant": {

data/smartphone/htc/2012/titan-ii.json

@@ -5,12 +5,13 @@
   "brand": "htc",
   "soc": "qualcomm-snapdragon-s2",
   "release_date": "2012-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1730,
   "weight_g": 147.0,
   "os": "Windows Mobile",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/HTC_Titan_II",
     "https://www.kaggle.com/datasets/msainani/gsmarena-mobile-devices"
   ],
   "storage_options_gb": [

data/smartphone/htc/2012/titan-ii/htc-titan-ii-aitoolbuzz-3366-16gb-16gb-4g-lte.json

@@ -4,20 +4,21 @@
   "name": "HTC Titan II",
   "brand": "htc",
   "release_date": "2012-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1730,
   "weight_g": 147.0,
   "os": "Microsoft Windows Phone 7.5 Mango",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/HTC_Titan_II",
     "https://aitoolbuzz.com/mobiles/htc-titan-ii"
   ],
   "variant": {
     "region": "global",
     "source_dataset": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com",
     "source_key": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com:3366",
     "memory": {
-      "ram_gb": 16,
+      "ram_gb": 0.5,
       "storage_gb": 16
     },
     "network": {

data/smartphone/htc/2012/titan-ii/htc-titan-ii-allphones-3076-16gb-16gb-4g-lte.json

@@ -4,20 +4,21 @@
   "name": "HTC Titan II",
   "brand": "htc",
   "release_date": "2012-04-08",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1730,
   "weight_g": 147.0,
   "os": "Microsoft Windows Phone 7.5 Mango",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/HTC_Titan_II",
     "https://www.kaggle.com/datasets/madajaswanth/phone-dataset-8461-phones"
   ],
   "variant": {
     "region": "global",
     "source_dataset": "madajaswanth/phone-dataset-8461-phones",
     "source_key": "madajaswanth/phone-dataset-8461-phones:3076",
     "memory": {
-      "ram_gb": 16,
+      "ram_gb": 0.5,
       "storage_gb": 16
     },
     "network": {

data/smartphone/htc/2012/titan-ii/htc-titan-ii-beridzeg45-6837-16gb.json

@@ -4,12 +4,13 @@
   "name": "HTC Titan II",
   "brand": "htc",
   "release_date": "2012-04-08",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1730,
   "weight_g": 147.0,
   "os": "Windows Mobile",
   "verified": true,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/HTC_Titan_II",
     "https://www.gsmarena.com/htc_titan_ii-4411.php"
   ],
   "variant": {

data/smartphone/lg/2011/optimus-pad-v900.json

@@ -5,12 +5,13 @@
   "brand": "lg",
   "soc": "nvidia-tegra-2-t20",
   "release_date": "2011-01-01",
-  "ram_gb": 32,
+  "ram_gb": 1,
   "battery_mah": 6400,
-  "weight_g": 150.0,
+  "weight_g": 630.0,
   "os": "Android",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/LG_Optimus_Pad",
     "https://www.kaggle.com/datasets/msainani/gsmarena-mobile-devices"
   ],
   "storage_options_gb": [

data/smartphone/samsung/2010/i8700-omnia-7.json

@@ -5,12 +5,13 @@
   "brand": "samsung",
   "soc": "qualcomm-qsd8250-snapdragon-s1",
   "release_date": "2010-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1500,
   "weight_g": 138.2,
   "os": "Windows Mobile",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Samsung_Omnia_7",
     "https://www.kaggle.com/datasets/msainani/gsmarena-mobile-devices"
   ],
   "storage_options_gb": [

data/smartphone/samsung/2010/i8700-omnia-7/samsung-i8700-omnia-7-aitoolbuzz-10061-16gb-16gb-3g.json

@@ -4,20 +4,21 @@
   "name": "Samsung I8700 Omnia 7",
   "brand": "samsung",
   "release_date": "2010-10-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1500,
   "weight_g": 138.2,
   "os": "Microsoft Windows Phone 7",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Samsung_Omnia_7",
     "https://aitoolbuzz.com/mobiles/samsung-i8700-omnia-7"
   ],
   "variant": {
     "region": "global",
     "source_dataset": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com",
     "source_key": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com:10061",
     "memory": {
-      "ram_gb": 16,
+      "ram_gb": 0.5,
       "storage_gb": 16
     },
     "network": {

data/smartphone/samsung/2010/i8700-omnia-7/samsung-i8700-omnia-7-allphones-6723-16gb-16gb-3g.json

@@ -4,20 +4,21 @@
   "name": "Samsung I8700 Omnia 7",
   "brand": "samsung",
   "release_date": "2010-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1500,
   "weight_g": 138.2,
   "os": "Microsoft Windows Phone 7",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Samsung_Omnia_7",
     "https://www.kaggle.com/datasets/madajaswanth/phone-dataset-8461-phones"
   ],
   "variant": {
     "region": "global",
     "source_dataset": "madajaswanth/phone-dataset-8461-phones",
     "source_key": "madajaswanth/phone-dataset-8461-phones:6723",
     "memory": {
-      "ram_gb": 16,
+      "ram_gb": 0.5,
       "storage_gb": 16
     },
     "network": {

data/smartphone/samsung/2010/i8700-omnia-7/samsung-i8700-omnia-7-beridzeg45-4276-16gb.json

@@ -4,12 +4,13 @@
   "name": "Samsung I8700 Omnia 7",
   "brand": "samsung",
   "release_date": "2010-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1500,
   "weight_g": 138.2,
   "os": "Windows Mobile",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Samsung_Omnia_7",
     "https://www.gsmarena.com/samsung_i8700_omnia_7-3537.php"
   ],
   "variant": {

data/smartphone/samsung/2011/google-nexus-s-i9023.json

@@ -5,12 +5,13 @@
   "brand": "samsung",
   "soc": "hummingbird",
   "release_date": "2011-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1500,
   "weight_g": 129.0,
   "os": "Android",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Nexus_S",
     "https://www.kaggle.com/datasets/msainani/gsmarena-mobile-devices"
   ],
   "storage_options_gb": [

data/smartphone/samsung/2011/google-nexus-s-i9023/samsung-google-nexus-s-i9023-aitoolbuzz-10005-16gb-16gb-3g.json

@@ -4,20 +4,21 @@
   "name": "Samsung Google Nexus S I9023",
   "brand": "samsung",
   "release_date": "2011-03-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1500,
   "weight_g": 129.0,
   "os": "Android 2.3, up to 4.1.1",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Nexus_S",
     "https://aitoolbuzz.com/mobiles/samsung-google-nexus-s-i9023"
   ],
   "variant": {
     "region": "global",
     "source_dataset": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com",
     "source_key": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com:10005",
     "memory": {
-      "ram_gb": 16,
+      "ram_gb": 0.5,
       "storage_gb": 16
     },
     "network": {

data/smartphone/samsung/2011/google-nexus-s-i9023/samsung-google-nexus-s-i9023-allphones-6716-16gb-16gb-3g.json

@@ -4,20 +4,21 @@
   "name": "Samsung Google Nexus S I9023",
   "brand": "samsung",
   "release_date": "2011-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1500,
   "weight_g": 129.0,
   "os": "Android 2.3 (Gingerbread), upgradable to 4.1.1 (Jelly Bean)",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Nexus_S",
     "https://www.kaggle.com/datasets/madajaswanth/phone-dataset-8461-phones"
   ],
   "variant": {
     "region": "global",
     "source_dataset": "madajaswanth/phone-dataset-8461-phones",
     "source_key": "madajaswanth/phone-dataset-8461-phones:6716",
     "memory": {
-      "ram_gb": 16,
+      "ram_gb": 0.5,
       "storage_gb": 16
     },
     "network": {

data/smartphone/samsung/2011/google-nexus-s-i9023/samsung-google-nexus-s-i9023-beridzeg45-3535-16gb.json

@@ -4,12 +4,13 @@
   "name": "Samsung Google Nexus S I9023",
   "brand": "samsung",
   "release_date": "2011-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1500,
   "weight_g": 129.0,
   "os": "Android",
   "verified": true,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Nexus_S",
     "https://www.gsmarena.com/samsung_google_nexus_s_i9023-3910.php"
   ],
   "variant": {

data/smartphone/samsung/2011/i997-infuse-4g.json

@@ -5,12 +5,13 @@
   "brand": "samsung",
   "soc": "1-2-ghz-cortex-a8",
   "release_date": "2011-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1750,
   "weight_g": 139.0,
   "os": "Android",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Samsung_Infuse_4G",
     "https://www.kaggle.com/datasets/msainani/gsmarena-mobile-devices"
   ],
   "storage_options_gb": [

data/smartphone/samsung/2011/i997-infuse-4g/samsung-i997-infuse-4g-aitoolbuzz-10090-16gb-16gb-3g.json

@@ -4,20 +4,21 @@
   "name": "Samsung I997 Infuse 4G",
   "brand": "samsung",
   "release_date": "2011-01-01",
-  "ram_gb": 16,
+  "ram_gb": 0.5,
   "battery_mah": 1750,
   "weight_g": 139.0,
   "os": "Android 2.2, up to 2.3",
   "verified": false,
   "source_urls": [
+    "https://en.wikipedia.org/wiki/Samsung_Infuse_4G",
     "https://aitoolbuzz.com/mobiles/samsung-i997-infuse-4g"
   ],
   "variant": {
     "region": "global",
     "source_dataset": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com",
     "source_key": "devadigax/awesome-mobiles-database-by-aitoolbuzz-com:10090",
     "memory": {
-      "ram_gb": 16,
+      "ram_gb": 0.5,
       "storage_gb": 16
     },
     "network": {