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data(mobile): import AIToolBuzz device records - #38

Merged
Seungpyo1007 merged 4 commits into
main from
data/import-staging
Jun 20, 2026
Merged

data(mobile): import AIToolBuzz device records #38
Seungpyo1007 merged 4 commits into
main from
data/import-staging

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@Seungpyo1007

@Seungpyo1007 Seungpyo1007 commented Jun 20, 2026

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Summary

  • import AIToolBuzz mobile records from Kaggle (devadigax/awesome-mobiles-database-by-aitoolbuzz-com)
  • add 676 smartphones, 131 tablets, and 18 watches with verified: false
  • preserve source links, images, memory/network/model-number variant fields where available
  • refresh the published v1 dump for imported smartphones/tablets/watches

Import policy

  • Source: https://www.kaggle.com/datasets/devadigax/awesome-mobiles-database-by-aitoolbuzz-com
  • Imported records remain verified: false until manual/TechEngine verification.
  • Rows with missing release dates, missing required metrics, invalid numeric ranges, unknown brands, or unmapped smartphone SoCs were skipped.
  • Smartphone records with fractional RAM were skipped because the current smartphone API schema expects integer ram_gb.

Verification

  • python -m app.validate PASS
  • python TechEngine\integrity_check.py data --strict PASS
  • git diff --check origin/main...HEAD PASS
  • cd site && npm.cmd run build PASS

Closes #1

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TechEngine change review: PASS

Check Result
python -m app.validate PASS
python integrity_check.py TechAPI/data --strict PASS

Changed data

Category Added Modified Deleted Added verified Added unverified Added Kaggle-sourced
brand 0 0 0 0 0 0
soc 0 0 0 0 0 0
smartphone 676 0 0 0 676 0
tablet 131 0 0 0 131 0
watch 18 0 0 0 18 0
pda 0 0 0 0 0 0
gpu 0 0 0 0 0 0
cpu 0 0 0 0 0 0

Changed record examples

smartphone added

  • smartphone/acer/2014/liquid-e3/acer-liquid-e3-1gb-1gb.json - Acer Liquid E3
  • smartphone/acer/2016/liquid-jade-2/acer-liquid-jade-2-3gb-3gb-4g-lte.json - Acer Liquid Jade 2
  • smartphone/acer/2016/liquid-z6/acer-liquid-z6-1gb-1gb-4g-lte.json - Acer Liquid Z6
  • smartphone/acer/2025/acerone-liquid-s162e4/acer-acerone-liquid-s162e4-4gb-4gb-4g-lte.json - Acer Acerone Liquid S162E4
  • smartphone/acer/2025/super-zx-pro/acer-super-zx-pro-12gb-6gb-5g.json - Acer Super ZX Pro
  • smartphone/alcatel/2019/3088/alcatel-3088-1gb-4gb-4g-lte.json - alcatel 3088
  • smartphone/alcatel/2019/go-flip-3/alcatel-go-flip-3-1gb-4gb-4g-lte.json - alcatel Go Flip 3
  • smartphone/alcatel/2021/go-flip-4/alcatel-go-flip-4-1gb-4gb-4g-lte.json - alcatel Go Flip 4
  • smartphone/allview/2017/x4-soul-infinity-l/allview-x4-soul-infinity-l-2gb-2gb-4g-lte.json - Allview X4 Soul Infinity L
  • smartphone/allview/2017/x4-soul-infinity-n/allview-x4-soul-infinity-n-4gb-4gb-4g-lte.json - Allview X4 Soul Infinity N
  • smartphone/allview/2017/x4-soul-infinity-plus/allview-x4-soul-infinity-plus-4gb-6gb-4g-lte.json - Allview X4 Soul Infinity Plus
  • smartphone/allview/2017/x4-soul-infinity-s/allview-x4-soul-infinity-s-3gb-3gb-4g-lte.json - Allview X4 Soul Infinity S
  • smartphone/allview/2017/x4-soul-infinity-z/allview-x4-soul-infinity-z-4gb-4gb-4g-lte.json - Allview X4 Soul Infinity Z
  • smartphone/allview/2017/x4-soul-lite/allview-x4-soul-lite-4gb-3gb-4g-lte.json - Allview X4 Soul Lite
  • smartphone/allview/2017/x4-soul-mini-s/allview-x4-soul-mini-s-1gb-1gb-4g-lte.json - Allview X4 Soul Mini S
  • ... 661 more

tablet added

  • tablet/acer/2011/iconia-tab-a500/acer-iconia-tab-a500-1gb-1gb.json - Acer Iconia Tab A500
  • tablet/acer/2011/iconia-tab-a501/acer-iconia-tab-a501-1gb-1gb-3g.json - Acer Iconia Tab A501
  • tablet/acer/2012/iconia-tab-a200/acer-iconia-tab-a200-1gb-8gb.json - Acer Iconia Tab A200
  • tablet/acer/2012/iconia-tab-a210/acer-iconia-tab-a210-1gb-1gb.json - Acer Iconia Tab A210
  • tablet/acer/2012/iconia-tab-a510/acer-iconia-tab-a510-1gb-1gb.json - Acer Iconia Tab A510
  • tablet/acer/2012/iconia-tab-a511/acer-iconia-tab-a511-1gb-1gb-3g.json - Acer Iconia Tab A511
  • tablet/acer/2012/iconia-tab-a700/acer-iconia-tab-a700-1gb-1gb.json - Acer Iconia Tab A700
  • tablet/acer/2012/iconia-tab-a701/acer-iconia-tab-a701-1gb-1gb-3g.json - Acer Iconia Tab A701
  • tablet/acer/2013/iconia-tab-a3/acer-iconia-tab-a3-1gb-16gb.json - Acer Iconia Tab A3
  • tablet/acer/2014/iconia-tab-7-a1-713/acer-iconia-tab-7-a1-713-1gb-1gb-3g.json - Acer Iconia Tab 7 A1-713
  • tablet/acer/2014/iconia-tab-7-a1-713hd/acer-iconia-tab-7-a1-713hd-1gb-1gb-3g.json - Acer Iconia Tab 7 A1-713HD
  • tablet/acer/2014/iconia-tab-a3-a20/acer-iconia-tab-a3-a20-1gb-1gb.json - Acer Iconia Tab A3-A20
  • tablet/acer/2014/iconia-tab-a3-a20fhd/acer-iconia-tab-a3-a20fhd-2gb-2gb.json - Acer Iconia Tab A3-A20FHD
  • tablet/acer/2015/iconia-tab-10-a3-a30/acer-iconia-tab-10-a3-a30-2gb-2gb.json - Acer Iconia Tab 10 A3-A30
  • tablet/acer/2018/chromebook-tab-10/acer-chromebook-tab-10-4gb-4gb.json - Acer Chromebook Tab 10
  • ... 116 more

watch added

  • watch/asus/2014/zenwatch-wi500q/asus-zenwatch-wi500q-1gb-4gb.json - Asus Zenwatch WI500Q
  • watch/asus/2016/zenwatch-3-wi503q/asus-zenwatch-3-wi503q-1gb-4gb.json - Asus Zenwatch 3 WI503Q
  • watch/blu/2018/x-link/blu-x-link-1gb-2g.json - BLU X Link
  • watch/huawei/2020/children-s-watch-4x/huawei-children-s-watch-4x-1gb-1gb-4g-lte.json - Huawei Children's Watch 4X
  • watch/oneplus/2025/watch-3/oneplus-watch-3-2gb-2gb.json - OnePlus Watch 3
  • watch/oppo/2025/watch-x2-mini/oppo-watch-x2-mini-2gb-2gb-4g-lte.json - Oppo Watch X2 Mini
  • watch/oppo/2025/watch-x2/oppo-watch-x2-2gb-2gb.json - Oppo Watch X2
  • watch/samsung/2015/gear-s2/samsung-gear-s2-1gb-4gb-3g.json - Samsung Gear S2 3G
  • watch/samsung/2016/gear-s2-classic/samsung-gear-s2-classic-1gb-4gb-3g.json - Samsung Gear S2 classic 3G
  • watch/samsung/2016/gear-s3-frontier/samsung-gear-s3-frontier-1gb-4gb-4g-lte.json - Samsung Gear S3 frontier LTE
  • watch/samsung/2017/gear-s3-classic/samsung-gear-s3-classic-1gb-4gb-4g-lte.json - Samsung Gear S3 classic LTE
  • watch/samsung/2021/galaxy-watch4-classic/samsung-galaxy-watch4-classic-1-5gb-2gb-4g-lte.json - Samsung Galaxy Watch4 Classic
  • watch/samsung/2021/galaxy-watch4/samsung-galaxy-watch4-1-5gb-2gb-4g-lte.json - Samsung Galaxy Watch4
  • watch/samsung/2022/galaxy-watch5-pro/samsung-galaxy-watch5-pro-1-5gb-2gb-4g-lte.json - Samsung Galaxy Watch5 Pro
  • watch/samsung/2022/galaxy-watch5/samsung-galaxy-watch5-1-5gb-2gb-4g-lte.json - Samsung Galaxy Watch5
  • ... 3 more

Heuristic review

  • Added records by manufacturer/brand: vivo: 80, blu: 71, oppo: 51, honor: 50, zte: 47, samsung: 43, xiaomi: 42, huawei: 35
  • Added records by source class: other: 825
  • Heuristic warnings: none found.

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TechEngine validation stats: PASS

Data summary

Category Total Verified Unverified Missing verified Tracked Verified % of tracked
brand 189 0 60 129 60 0.0%
soc 2104 58 2046 0 2104 2.8%
smartphone 45060 184 44876 0 45060 0.4%
tablet 1303 0 1303 0 1303 0.0%
watch 194 0 194 0 194 0.0%
pda 110 0 110 0 110 0.0%
gpu 2030 0 2030 0 2030 0.0%
cpu 3977 976 3001 0 3977 24.5%
all 54967 1218 53620 129 54838 2.2%

Warning

Tracked verified coverage is below 50% for brand 0.0% (0/60), tablet 0.0% (0/1303), watch 0.0% (0/194), pda 0.0% (0/110), gpu 0.0% (0/2030), smartphone 0.4% (184/45060), all 2.2% (1218/54838), soc 2.8% (58/2104), and 1 more.
Tracked coverage excludes records missing the verified field; see the Missing verified column for those records.
This does not fail validation. Keep imported records verified: false until manual audit, but treat this as follow-up verification work before relying on the affected categories as curated data.

Validation notes

  • Full advisory outlier listings are suppressed on successful runs because they are dataset-wide and mostly stable between PRs.
  • Failure runs still include a detailed log excerpt for debugging.

Key output:

## app.validate
## integrity_check.py --strict
loaded CPU=3977 GPU=2030
✅ integrity gate: no hard anomalies.
Integrity section Flagged lines
structural 0
CPU name/tier consistency (desktop mainstream only) 0
CPU single>multi (cinebench/geekbench — should be multi>=single) 0
CPU era-vs-score outliers 8
CPU cross-source ratio outliers (possible wrong-variant) 152
GPU cross-source ratio outliers + sanity 18

Seungpyo1007 merged commit 3c3a283 into main Jun 20, 2026
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Massive dataset rebuild: CPU + brand + GPU + smartphone + SoC (1989-2026)

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