Social Listening Pipeline

KOL/KOC Analytics Dashboard

Static overview for metadata collection priorities, scoring logic, and creator performance across platforms and niches.

Score model

Sentiment + Engagement + Topic + Safety

Weights

0.35 / 0.3 / 0.2 / 0.15

KPI Overview

Portfolio-level snapshot converted from the Streamlit dashboard.

Total KOL/KOC

18

Profiles available for ranking and comparison.

Total Followers

38.3M

38,337,375 combined audience reach.

Avg Engagement

7.45%

Baseline for campaign response potential.

Avg KOL Score

64.32

Weighted creator quality snapshot.

Top Authority

0.95

Strongest subject-matter consistency.

Lowest Risk

0.93

Safest profile in the current sample.

KOL Ranking Table

Sorted by weighted KOL Score. Lower controversy risk is better.

CreatorPlatformNicheFollowersEngagementSentimentRiskKOL Score

ViruSs

@viruss

ThreadsLifestyle1,624,7509.11%27.881.72
82.11

Ha Truc

@hatruc

FacebookLifestyle1,334,9589.84%20.391.55
77.76

HuyR

@huyr

TikTokEducation416,4725.75%25.731.88
72.82

Vietcetera

@vietcetera

TikTokBeauty1,471,6396.07%19.292.37
72.37

Long Chun

@longchun

ThreadsFinance1,625,6536.97%24.268.75
67.72

Giang Oi

@giangoi

ThreadsTech1,449,7911.71%13.333.14
67.15

Dino Vu

@dinovu

FacebookFinance2,699,0569.81%20.265.24
67.10

Hana Giang Anh

@hanagianganh

FacebookLifestyle3,555,6112.66%18.562.15
64.62

Trinh Pham

@trinhpham

ThreadsBeauty4,493,2377.13%12.044.85
63.21

Woossi

@woossi

TikTokFinance807,3754.48%23.611.31
62.98

Quang Linh Vlogs

@quanglinhvlogs

ThreadsTech2,679,9179.43%21.442.21
62.45

Chi Pu

@chipu

InstagramFinance4,608,0709.41%22.986.43
62.21

MisThy

@misthy

InstagramEducation883,9305.99%18.915.13
60.64

Khoai Lang Thang

@khoailangthang

TikTokBeauty2,328,1949.32%17.587.58
57.43

Ninh Tito

@ninhtito

ThreadsTech1,567,3337.97%13.410.93
56.91

Khoa Pug

@khoapug

YouTubeTech1,411,51411.35%15.685.38
56.40

Nguyen Huu Tri

@nguyenhuutri

TikTokFinance2,270,7788.18%21.116.79
53.23

Thay Giao Ba

@thaygiaoba

TikTokEducation3,109,0978.92%16.967.70
50.70