List: Data analysis | Curated by Peter Licari, PhD

May 25, 2024
12 stories
Data analysis 
In
TDS Archive
by
Ryan O'Sullivan
Optimising Non-Linear Treatment Effects in Pricing and PromotionsCausal AI, exploring the integration of causal reasoning into machine learning
May 24, 2024
3
May 24, 2024
3
In
Netflix TechBlog
by
Netflix Technology Blog
Causal Machine Learning for Creative InsightsA framework to identify the causal impact of successful visual components.
Jan 11, 2023
6
Jan 11, 2023
6
In
TDS Archive
by
Dr. Carmen Adriana Martínez Barbosa
Equal-size spectral clusteringA modification of this popular algorithm that builds clusters balanced in the number of points
Feb 6, 2023
4
Feb 6, 2023
4
In
TDS Archive
by
Matthew Harris
Predicting Metadata for Humanitarian Datasets Using GPT-3Responding to humanitarian disasters quickly, better still, anticipating them can save lives [1]. Data is key to this, not just having lots…
Jan 18, 2023
2
Jan 18, 2023
2
In
TDS Archive
by
Nazlı Alagöz
Event Studies for Causal Inference: The Dos and Don’tsA guide to avoiding the common pitfalls of event studies
Dec 18, 2022
Dec 18, 2022
In
TDS Archive
by
Jimmy Hajime Takeda
Media Mix Modeling: How to measure the effectiveness of advertising with Python & LightweightMMMMedia Mix modeling, its implementation, and practical tips
Dec 17, 2022
13
Dec 17, 2022
13
In
Pew Research Center: Decoded
by
Patrick van Kessel
Are topic models reliable or useful?The final post in our series examines how topic models can and can’t help when classifying large amounts of text.
Sep 24, 2021
Sep 24, 2021
Fanbomeng
Topic Modeling: is NQTM a better choice than LDA for short text ?Professorbob.ai
Sep 17, 2021
Sep 17, 2021
In
Pew Research Center: Decoded
by
Patrick van Kessel
How keyword oversampling can help with text analysisKeyword oversampling can be a powerful way to analyze uncommon subsets of text data.
Sep 24, 2021
Sep 24, 2021
Abhishek Pawar
Topic Modelling using Ensemble LDAQuick guide to produce stable topic model
Apr 7, 2022
2
Apr 7, 2022
2
In
Pew Research Center: Decoded
by
Sam Bestvater
Analyzing text for distinctive terms using pointwise mutual informationPMI is a quick and easy way to identify words that distinguish one group of documents from another.
Jul 13, 2022
1
Jul 13, 2022
1
In
TDS Archive
by
Shaw Talebi
Topological Data Analysis (TDA)A less mathematical introduction
May 21, 2022
3
May 21, 2022
3