Welcome to my world!

molyleelatham.com

Welcome to my world!

Focus: Marketing Analytics
Interested in; AI, Data, Product Development, startups

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2 Years of Experience

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English, Thai

Focus: Marketing Analytics
Interested in; AI, Data, Product Development, startups

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2 Years of Experience

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English, Thai

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Consumer Sentiment Insights: AllSaints 2025 Seasonal Collections

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Work info

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Description:

Fashion

Role:

Project

Year:

2025

Description

Using reddit PRAW API and NLP Scoring to determine general sentiment of seasonal collections / pieces of AllSaints 2025

Using reddit PRAW API and NLP Scoring to determine general sentiment of seasonal collections / pieces of AllSaints 2025

AllSaints Reddit Sentiment Analysis

Scraped and analysed 300+ real customer conversations across Reddit to surface what people actually think about AllSaints — beyond what surveys capture. Mapped sentiment across seasonal collections, product categories, and purchase journey stages to identify where advocacy is strongest and where friction lives.

Key findings included a 40% spike in leather jacket sentiment each October, fit-related complaints clustering around specific product lines, and meaningful variation in how summer vs. winter collections are perceived. Delivered as an interactive dashboard translating raw social chatter into actionable product and marketing intelligence.

Stack:
Python and PowerBI

Results

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Customer Advocacy Rate

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Customer Advocacy Rate

0

Comments Analysed

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Comments Analysed

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Products Analysed

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Products Analysed

20 Months of Experience, 3 Internships Across Asset Management, AI solutions and Insurance

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20 Months of Experience, 3 Internships Across Asset Management, AI solutions and Insurance

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20 Months of Experience, 3 Internships Across Asset Management, AI solutions and Insurance

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