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Wissenschaftszentrum Berlin für Sozialforschung / WZB Berlin Social Science Center (WZBSocialScienceCenter)

Wissenschaftszentrum Berlin für Sozialforschung / WZB Berlin Social Science Center

WZBSocialScienceCenter

Geek Repo

Repository with scripts & tools used & developed @ WZB Berlin Social Science Center. Public money – public code! See also https://datascience.blog.wzb.eu.

Location:Berlin, Germany

Home Page:https://wzb.eu

Twitter:@WZB_Berlin

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Wissenschaftszentrum Berlin für Sozialforschung / WZB Berlin Social Science Center's repositories

pdftabextract

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

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tmtoolkit

Text Mining and Topic Modeling Toolkit for Python with parallel processing power

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geovoronoi

a package to create and plot Voronoi regions within geographic boundaries

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pdf2xml-viewer

A simple viewer and inspection tool for text boxes in PDF documents

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germalemma

A lemmatizer for German language text

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plz_geocoord

Dataset of all German postal codes and their geographic center as geo-coordinates.

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otreeutils

Facilitate oTree experiment implementation with extensions for custom data models, surveys, understanding questions, timeout warnings and more.

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pandas-excel-styler

Styling individual cells in Excel output files created with pandas.

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otree_iat

Implicit Association Test (IAT) experiment for oTree

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gemeindeverzeichnis

Python-Modul zum Einlesen von Gemeindeverzeichnisdaten des Statistischen Bundesamts als pandas DataFrame

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mdb-twitter-network

Twitter network of members of the 19th German Bundestag

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r-geodata-workshop

Workshop held at WZB: Working with geo-spatial data in R - Obtaining, linking and plotting geographic data

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tm_corona

A small showcase for topic modeling with the tmtoolkit Python package. I use a corpus of articles from the German online news website Spiegel Online (SPON) to create a topic model for before and during the COVID-19 pandemic.

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patternlite

Lightweight, Python 3.6+ fork of the original Pattern package: Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

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r_clustered_se

Code for blog post "Clustered standard errors with R: Three ways, one result".

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r_simplify_features

Code for blog post showing how to simplify spatial features with R.

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spatially_weighted_avg

Code for "Spatially weighted averages in R with sf"

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covid19-placesapi

Code to obtain and analyse "popular times" data from Google Places. Also contains data fetched between March 22nd and April 15th 2020 for different places world-wide.

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dataverse

Open source research data repository software

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lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

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wzb_r_tutorial

Documents for R tutorial given at WZB accompanying the lecture "Studying Social Stratification with Big Data" (Hipp, Ulbricht) in winter semester 2018

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aas-chronik-scraper

Web-Scraper für Chronik von antisemitischen Vorfällen erstellt von der Amadeu Antonio Stiftung und publiziert unter https://www.amadeu-antonio-stiftung.de/chronik/

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apis_for_social_scientists_a_review

A review of APIs.

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fetch_google_places_api_data

Script to fetch data of Google Places in Berlin using the Google Places API and popularity data. Used at the beginning of the COVID-19 pandemic to measure change of popularity of different places.

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github_covid_gender_jfr

Replication code for article "Has Covid-19 increased gender inequalities in professional advancement? Cross-country evidence on productivity differences between male and female software developers" published in the Journal of Family Research.

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gmapswrapper

Google Maps API wrapper for Python enables convenient caching of Maps API results.

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hipp_konrad_2021

Replication code for Men’s and women’s productivity before and during the COVID-19 pandemic: Evidence from a cross-country comparison of software developers

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otree_amp

Affect Misattribution Procedure (AMP) experiment for oTree

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spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

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wzbsocialsciencecenter.github.io

wzbsocialsciencecenter.github.io landing page.

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