/ordinance-LDAmodel

Davao and Tagum Ordinance Topic Modeling using Latent Dirichlet allocation and Mallet LDA

Primary LanguageJupyter Notebook

Ordinance Topic Modeling with Latent Dirichlet Allocation

Motivation: Ordinances are in great number and not organized in any way

Topic modeling is capable with this task by organizing them into themes/topics. By applying topic modeling on these ordinances, may provide a new perspective in creation of new policies.   To accomplish this task I used gensim python module for LDA model estimation to make inference of topic distribution on these ew, unseen documents.

Notebook:

Requirements: mallet-2.0.8.zip