data(mobile): import Kaggle smartphone and SoC seeds

[Seungpyo1007]

Summary

• import Kaggle smartphone seed records across Honor, OPPO, vivo, OnePlus, Infinix, Tecno, Motorola, Lenovo, and related brands
• import Kaggle mobile SoC benchmark seed records for MediaTek, Qualcomm, Huawei/Kirin, Samsung/Exynos, and Unisoc
• keep all newly imported records verified: false
• exclude tablet-like rows from the smartphone catalog before publishing
• regenerate the public mobile/SoC dump so /v1/socs and /v1/smartphones reflect the new records

Dataset impact

• SoCs: 123 -> 195 (+72)
• Smartphones: 367 -> 734 (+367)
• Total public records: 6,626 -> 7,065 (+439)

Sources

• Kaggle abdulmalik1518/mobiles-dataset-2025 (Apache-2.0)
• Kaggle devgondaliya007/smartphone-specifications-dataset (Apache-2.0)
• Kaggle alanjo/smartphone-processors-ranking (CC0-1.0)
• Excluded sady36/mobile-phones-specs because the downloaded metadata did not expose a clear license

Commit structure

• SoC imports split by manufacturer group
• Smartphone imports split by brand/group
• SoC process-node service compatibility fix split separately
• Public dump regeneration split separately

Verification

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

Closes #1

[TechEngineBot]

TechEngine change review: PASS

• PR: data(mobile): import Kaggle smartphone and SoC seeds #22
• Ref: data/import-staging
• Commit: 599c33e
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/27744228722

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	72	0	0	0	72	72
smartphone	367	0	0	0	367	367
gpu	0	0	0	0	0	0
cpu	0	0	0	0	0	0

Changed record examples

soc added

• soc/huawei/2015/kirin-950.json - Kirin 950
• soc/huawei/2016/kirin-955.json - Kirin 955
• soc/huawei/2016/kirin-960.json - Kirin 960
• soc/huawei/2017/kirin-659.json - Kirin 659
• soc/huawei/2018/kirin-710.json - Kirin 710
• soc/huawei/2019/kirin-710f.json - Kirin 710F
• soc/huawei/2019/kirin-810.json - Kirin 810
• soc/huawei/2019/kirin-990-4g.json - Kirin 990 (4G)
• soc/huawei/2020/kirin-710a.json - Kirin 710A
• soc/huawei/2020/kirin-820.json - Kirin 820
• soc/huawei/2020/kirin-9000e.json - Kirin 9000E
• soc/huawei/2020/kirin-985.json - Kirin 985
• soc/mediatek/2017/helio-p23.json - Helio P23
• soc/mediatek/2018/helio-p35.json - Helio P35
• soc/mediatek/2018/helio-p60.json - Helio P60
• ... 57 more

smartphone added

• smartphone/google/2019/pixel-3a-xl.json - Pixel 3a XL
• smartphone/google/2019/pixel-3a.json - Pixel 3a
• smartphone/honor/2020/10x-lite.json - 10X Lite
• smartphone/honor/2020/30-pro.json - 30 Pro
• smartphone/honor/2020/9x-lite.json - 9X Lite
• smartphone/honor/2020/play-4-pro.json - Play 4 Pro
• smartphone/honor/2020/play-4.json - Play 4
• smartphone/honor/2020/x10-max.json - X10 Max
• smartphone/honor/2021/50-pro.json - 50 Pro
• smartphone/honor/2021/50-se.json - 50 SE
• smartphone/honor/2021/50.json - 50
• smartphone/honor/2021/60-pro.json - 60 Pro
• smartphone/honor/2021/60-se.json - 60 SE
• smartphone/honor/2021/60.json - 60
• smartphone/honor/2021/magic3-pro.json - Magic3 Pro
• ... 352 more

Heuristic review

• Added records by manufacturer/brand: honor: 51, oppo: 51, infinix: 41, vivo: 40, oneplus: 33, mediatek: 29, tecno: 29, poco: 28
• Added records by source class: kaggle: 439
• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: data(mobile): import Kaggle smartphone and SoC seeds #22
• Ref: data/import-staging
• Commit: 599c33e
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/27744228722

Data summary

Category	Total	Verified	Unverified	Missing verified	Verified %
brand	129	0	0	129	n/a
soc	195	58	137	0	29.7%
smartphone	734	184	550	0	25.1%
gpu	2030	0	2030	0	0.0%
cpu	3977	976	3001	0	24.5%
all	7065	1218	5718	129	17.6%

Warning

Verified coverage is below 50% for gpu 0.0% (0/2030), all 17.6% (1218/6936), cpu 24.5% (976/3977), smartphone 25.1% (184/734), soc 29.7% (58/195).
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