# 智控教育PLC编程培训 (@CZZKJYPLC) on douyin

- id: koinon:creator:douyin_czzkjyplc
- url: https://koinonlink.com/kol/douyin/CZZKJYPLC
- schema_version: 1.4

## Identity
- platform: douyin
- handle: CZZKJYPLC
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAL9_yp0cjOYTNxZ-38-UEy50ffm1weSs_YzjYithdB_o
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 94260
- following: 152
- posts_total: 1645
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01552
- best_post_interactions: 1463
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: devtools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 电气自动化技术培训, PLC编程学习, 男生学什么技术好, 零基础电工/机器人培训, 就业与升学规划
- bio: 专注电气自动化技能培训10年；
视频课程+现场面授两种模式，30%理论+70%实操；
零基础小白可学，每月开设新班，几百套教学实操设备，小班制教学，一人一机；
深入了解可留下联系方式安排专业课程规划师给您量身制定学习方案～

## Audience (inferred)
- status: present
- description: Young beginners (mainly 20-year-old males) with no prior experience in PLC or electrical automation, including high school or junior college graduates or unemployed youth
- roles: none
- seniority: learner
- pain_points: Low学历 makes it hard to find good jobs, Uncertain about which technical skill to learn for quick employment, Worried about high training costs or inability to learn, Want to enter the automation industry but lacks a clear entry path
- posts_analysed: 56
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 64
- authenticity_basis: engagement_observed
- credibility_score: 75
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [douyin_czzkjyplc#adcc687d] 入行要趁早 #电气自动化技术 #入行 #自动化 (https://www.douyin.com/user/MS4wLjABAAAAL9_yp0cjOYTNxZ-38-UEy50ffm1weSs_YzjYithdB_o)
- [douyin_czzkjyplc#b7bced6a] 那如烟的温柔（优美旋律）
- [douyin_czzkjyplc#5a998372] 预约免费试学
- [douyin_czzkjyplc#0891dd51] #电气自动化技术 #入行 #自动化
- [douyin_czzkjyplc#ec3e60cd] 带大家再来认识一下智控教育（新北校区） #零基础学电工 #plc编程培训 #电气自动化培训 #工业机器人培训
- [douyin_czzkjyplc#b6395c7d] @智控教育PLC编程培训创作的原声
- [douyin_czzkjyplc#df0ca274] 在线沟通获专属解答
- [douyin_czzkjyplc#309e2352] #零基础学电工 #plc编程培训 #电气自动化培训 #工业机器人培训

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=85, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=85, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=107, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 85
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 11
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=douyin_czzkjyplc
- Request removal: https://koinonlink.com/claim?k=douyin_czzkjyplc
- Terms: https://koinonlink.com/for-ai