Reading list (updating till Nov. 21 2021)

For academic:

偏social 的quanti

Quantifying Approaches to Discourse for Social Scientists, 2019

The SAGE Handbook of Social Network Analysis, 2014

Maximum Likelihood for Social Science,2018

The SAGE Handbook of Online Research Methods, 2017

The SAGE handbook of social media research methods, 2017

Digital Social Research, 2019

Network Graph Analysis and Visualization with Gephi, 2017

Bit by Bit : social research in the digital age, 2018

Text Analysis in Python for Social Scientists by by Dirk Hovy, 2021

Text mining: a guidebook for the social sciences, 2017

Content analysis: an introduction to its methodology by Klaus Krippendorff, 2019

Network science with python and networkX quick start guide: explore and visualize network data effectively, 2019

Web scraping with Python: collecting more data from the modern web, 2018

Natural Language Processing Recipes, 2021

Feature engineering for NLP | DataCamp

偏economic

Introductory Econometrics: A Modern Approach, 2018

Econometric Analysis, 2014

Political Economy for Public Policy, 2016

偏env/sustainability:

The politics of the environment: ideas, activism, policy, 2018

Global commons, domestic decisions: the comparative politics of climate change, 2010

Winning coalitions for climate policy in Science

偏policy/political:

The Oxford Handbook of Political Methodology

Discourse theory and political analysis: identities, hegemonies, and social change, 2000

Politics as text and talk: analytic approaches to political discourse, 2002

Handbook of public policy, B guyter, 2006

Handbook of public policy analysis, Frank Fitscher, 2006

Routledge Handbook of Public Policy, 2012

Political discourse analysis: a method for advanced students, 2012

Critical discourse analysis and critical policy studies in Critical Policy Studies, 2013

Field research in political science: practices and principles, 2015

Principles of comparative politics, by William Roberts Clark; Matt Golder; Sona Nadenichek Golder, 2018

The fundamentals of political science research, by Paul M. Kellstedt; Guy D. Whitten, 2018

Handbook on Science and Public Policy, 2019

R/python:

A (Very) Short Introduction to R, 2014

Political Analysis Using R, 2015

Python Data Science Handbook | Python Data Science Handbook

https://www.pluralsight.com/search?q=R

Natural Language Processing Fundamentals in Python | DataCamp
Extract Stock Sentiment from News Headlines | DataCamp Project

Web scraping with Python: collecting more data from the modern web

For personal interest:

偏policy/political:

Your silence will not protect you, 2017

Logics of critical explanation in social and political theory, 2007

Feminism and the abyss of freedom, 2005

Michel Foucault: beyond structuralism and hermeneutics, 1982

An introduction to game theory by Martin J Osbornec2009

Cosmopolitanism: ethics in a world of strangers, 2006

How Chinese Officials Use the Internet to Construct Their Public Image in Political Science Research and Methods, 2019



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