# 办公小技能 (@wannengMM) on douyin

- id: koinon:creator:douyin_wannengmm
- url: https://koinonlink.com/kol/douyin/wannengMM
- schema_version: 1.4

## Identity
- platform: douyin
- handle: wannengMM
- platform_url: https://www.douyin.com/user/MS4wLjABAAAABUy5is6dNHYpLF49zPuKkehKtBAda5bY8KXN3ObMp8USo_nw_-IndsRkj0ofaJII
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 30155
- following: 9
- posts_total: 140
- posts_observed: 3
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 1.90469
- best_post_interactions: 57436
- 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: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Excel技巧, WPS表格与快捷键, Word文档处理, 表格模板制作, AI辅助办公, 职场新人干货
- bio: 每天更新wps办公技巧
分享我的经验，助你效率翻倍

## Audience (inferred)
- status: present
- description: Office clerks, administrative staff, accountants, and new employees who primarily use Excel/WPS for daily tasks like spreadsheets, data entry, and report generation
- roles: none, content
- seniority: practitioner
- pain_points: Manually entering and formatting data is time-consuming and tedious, Lack of knowledge about shortcuts and batch operations leads to repetitive work, Struggling to create templates for attendance sheets, pivot tables, and other common tasks, Finding data verification, sorting, filtering, and creating visual charts cumbersome
- posts_analysed: 87
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 68
- 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_wannengmm#a0c53517] 必备技巧，学会了效率成倍提升，快速录入数据 #办公技巧 #excel #excel技巧 #文员 #干货分享 (https://www.douyin.com/user/MS4wLjABAAAABUy5is6dNHYpLF49zPuKkehKtBAda5bY8KXN3ObMp8USo_nw_-IndsRkj0ofaJII)
- [douyin_wannengmm#6d81faf4] @办公小技能创作的原声
- [douyin_wannengmm#47691183] 常用的表格技巧合集
- [douyin_wannengmm#f6ace5b6] 这么有趣的合集，不能只有我一个人知道吧
- [douyin_wannengmm#1fb9b105] #办公技巧 #excel #excel技巧 #文员 #干货分享
- [douyin_wannengmm#febce9cd] 一键调整行高和列宽，快速简单效率高#excel #excel技巧 #wps表格 #wps表格技巧 #wps表格教学
- [douyin_wannengmm#64cdf4f3] 10秒钟学会自动化填充序号，省去繁琐的重复下拉#office办公技巧 #excel技巧 #办公软件 #wps基础教程 #wps表格技巧
- [douyin_wannengmm#2c1f3c0e] 神级快捷键ctrl+E，一键三用，效率翻倍 #excel #excel技巧 #wps #表格 #快捷键

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, 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=108, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 85
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 9
- 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_wannengmm
- Request removal: https://koinonlink.com/claim?k=douyin_wannengmm
- Terms: https://koinonlink.com/for-ai