13-phan-tich-du-lieu
Doc data marketing tho va bien thanh insight hanh dong — phan tich theo kenh, chien dich, creative, doi tuong, thoi gian
Profile →npx skills add minhnv0807/ai-business-skills --skill 13-phan-tich-du-lieu --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Phan Tich Du Lieu Marketing > Insight truoc so lieu. Nhan dinh truoc, so lieu de minh hoa — khong liet ke so lieu roi. --- ## Thu thap thong tin Hoi user toi da 4 cau: 1. **Du lieu tu nguon nao?** Meta Ads, TikTok Ads, GA4, Google Sheets, hay ket hop nhieu nguon? 2. **Khung thoi gian?** Tuan nay, thang nay, so sanh 2 giai doan (VD: thang 3 vs thang 4)? 3. **Muc tieu kinh doanh hien tai?** Tang lead, giam CPL, tang ROAS, hay co van de cu the can xu ly? 4. **Dan data vao day** — paste bang so lieu, hoac mo ta cac chi so chinh (spend, impression, click, lead, revenue). --- ## Nguyen tac phan tich ### Thu tu doc data ``` 1. DESCRIPTIVE — Da xay ra gi? (so lieu, xu huong) 2. DIAGNOSTIC — Tai sao? (nguyen nhan goc) 3. PREDICTIVE — Se xay ra gi tiep? (du bao) 4. PRESCRIPTIVE — Can lam gi? (hanh dong cu the) ``` ### Quy tac trinh bay | Quy tac | Giai thich | |---------|-----------| | Insight dau, so lieu sau | "CPL tang 40% do creative exhaustion" — khong phai "CPL tu 50K len 70K" | | So sanh, khong doc tuyet doi | Luon so sanh voi: tuan truoc (WoW), thang truoc (MoM), hoac benchmark nganh | | Flag bat thuong | Bat ky chi so nao thay doi > 20% so voi ky truoc → danh dau de dieu tra | | D
- Thu thap thong tin
- Nguyen tac phan tich
- Thu tu doc data
- Quy tac trinh bay
- Framework phan tich theo nguon du lieu
- Meta Ads
- TikTok Ads
- Google Analytics 4
- Google Sheets (Data thu cong)
- Phat hien xu huong
- Week over Week (WoW)
- Month over Month (MoM)
- Yeu to mua vu (Seasonality) — Vietnam
- Phat hien bat thuong (Anomaly Detection)
What does the 13-phan-tich-du-lieu skill do?
Doc data marketing tho va bien thanh insight hanh dong — phan tich theo kenh, chien dich, creative, doi tuong, thoi gian
How do I install it?
Run `npx skills add minhnv0807/ai-business-skills --skill 13-phan-tich-du-lieu --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From minhnv0807/ai-business-skills, a repository with 521 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.