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Takaaki Masaki's Projects

book_how_to_weight_a_survey icon book_how_to_weight_a_survey

This is an introductory guide to survey weighting. It provides a step-by-step walkthrough of the main procedures and explains the statistical principles behind them. The guide includes R code to implement all stages of survey weighting and reproduces the weighting procedures of the 7th European Social Survey in the UK.

ccdr-tools icon ccdr-tools

Geoanalytics for climate and disaster risk screening

cirrmap icon cirrmap

Mapping irrigated cropland in mainland China

devaccess icon devaccess

R package to compute various measures of accessiblity

devdisaster icon devdisaster

R package to compute various measures of natural disaster and conflict risks

fdpdataatlas icon fdpdataatlas

A tool for visualising geographical data in systematic maps

gaezr icon gaezr

Dowloading and Processing GAEZ v4 data in R

geemap icon geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.

modis_globalflooddatabase icon modis_globalflooddatabase

This repository contains the code used to produce the Global Flood Database and assess changes in population exposed to floods.

speibase icon speibase

R code used in generating the SPEI global database.

wb-nlp-apps icon wb-nlp-apps

This repository contains the NLP modeling components and web application implementations of a project for knowledge and data discovery funded by the Knowledge for Change Program (KCP) and the Joint Data Center on Forced Displacement (JDC).

wb-nlp-tools icon wb-nlp-tools

Natural language processing tools developed by the World Bank's DECAT unit. A suite of text preprocessing and cleaning algorithms for NLP analysis and modeling.

wb_spatial_training icon wb_spatial_training

R scripts prepared for training in R to conduct basic spatial analysis and create dashboards

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