LUN000 / youtube_analysis

Data science with youtube api, cv, ocr, nlp, pandas and ML method

Video Analysis

Analys from thumbnals, title, text, video type, etc.

Data science with youtube api, cv, ocr, nlp, pandas and ML method

Also using tableau for data visualization

Data preprocessing

Youtube Reporting & Analytics api

all video meta data (impresion, view, subs, tags, revenue, thumbnails, etc.)

traffic source

text

TextFuseNet OCR

bert score

img

youtube api

pytesseract ocr

k-means main color clustering

contrast

labelimg tag layout

Data EDA

pandas

Tableau

possibility

	歷史資料	ABtest
參數 - 指標分布
統計: 高低於中位指標的參數機率
Bayes: 參數的高低於中位指標機率
Bayes: 參數的高低於中位指標機率
顯著性

ML

K-Means

Logistic Regression

Decission tree

SVM

Bagging

XGBoost