Projects in Awesome Lists by DCS-training
A curated list of projects in awesome lists by DCS-training .
https://github.com/dcs-training/cdcs-summer-school2021
2021 Text and Data Analysis Summer School
data-visualisation data-wrangling geographical-data intro-to-programming network-analysis python r text-analysis
Last synced: 25 Apr 2025
https://github.com/dcs-training/summer-school-23-stream-2-text-and-data-analysis-in-the-wild
This is the repo associated with the 2023 CDCS Summer School
data-analysis data-visualisation data-wrangling r sentiment-analysis statistics text-analysis web-scraping
Last synced: 25 Apr 2025
https://github.com/dcs-training/dh-rsesummerschool2024
Welcome to the repository of the DH RSE Summer School 2024. Here you will find all materials relating to the Summer School held in Edinburgh, UK. Go to the readme file
collaborative-coding data-visualisation dh-rse good-practices-digital-research javascript python r research-scenario sustainable-code text-analysis version-control
Last synced: 25 Apr 2025
https://github.com/dcs-training/prompt-tips-genai
This is the Efficient Prompting for Generative AI Tools training course material repository.
ai good-practices-digital-research large-language-model
Last synced: 14 Apr 2025
https://github.com/dcs-training/datavisualisationwithr
Data Visualisation with R Workshop (delivered by the Centre in December 2020). This workshop is focusing on visualising your data. Go to the readme file
data-analysis data-visualisation data-wrangling r
Last synced: 25 Apr 2025
https://github.com/dcs-training/digital-method-of-the-month
In this repository you are going to find the documents we produced to support the discussion in our Digital Methods of the Month. These documents will help you orienting yourself if you want to pickup the method in your research. Go to the readme file
3d-data data-analysis data-visualisation data-wrangling geographical-data gis good-practices-digital-research machine-learning network-analysis open-research preregistration statistics text-analysis
Last synced: 25 Feb 2025
https://github.com/dcs-training/introtopython
Welcome to the repository for the introduction to python course with the CDCS. A repository can be thought of as a folder that has all the files you need in - the difference from a usual folder is that it is hosted online! Go to the readme file
data-wrangling intro-to-programming python
Last synced: 14 Apr 2025
https://github.com/dcs-training/introtorandrstudio
This workshop focused on how to start working with R and R studio and getting familiar with its interface and commands.
data-visualisation data-wrangling intro-to-programming r
Last synced: 14 Apr 2025
https://github.com/dcs-training/summerschool2024-stream2
Welcome to the repository for all the materials for Stream 2 of the CDCS 2024 summer school. Go to the readme file
data-analysis data-visualisation data-wrangling geographical-data r sentiment-analysis statistics text-analysis web-scraping
Last synced: 25 Apr 2025
https://github.com/dcs-training/sdtextanalysis
Course materials for a Centre for Data, Culture, and Society Silent Disco on text analysis. Go to the readme file
python sentiment-analysis text-analysis
Last synced: 25 Apr 2025
https://github.com/dcs-training/intrototextanalysis
This tutorial on Text Analysis was developed for CDCS by Dave Elsmore (Edina). This workshop uses the programming language Python to perform some common text analysis tasks. Go to the readme file for more info
Last synced: 14 Apr 2025
https://github.com/dcs-training/summer-school-2023-stream1intro-to-code
This course is designed for researchers who are complete beginners with no prior knowledge of coding and data analysis. Through lectures and exercises, attendees will learn how to code in Python, starting from core concepts such as variables and loops, through to coding live data visualisation. Go to the readme file for more info
data-visualisation data-wrangling intro-to-programming python
Last synced: 22 Mar 2025
https://github.com/dcs-training/ocr
Welcome to the Readme file for the CDCS Course Working with OCR. Go to the readme file for more info
Last synced: 22 Mar 2025
https://github.com/dcs-training/r-qgisintegratingspatialanalysis
This was an intermediate course of three sessions with a focus on developing skills in data visualisation, analysis and integration using both R studio and QGIS. Go to the readme file
data-analysis data-visualisation data-wrangling gis qgis r spatial-analysis
Last synced: 22 Mar 2025
https://github.com/DCS-training/intromachinelearning
This course is aimed at providing an introduction to machine learning for those with some beginner level python/Rstudio skills. Go to the readme file
data-analysis data-wrangling machine-learning python statistics
Last synced: 25 Apr 2025
https://github.com/dcs-training/bayesian-statistics
Materials for the CDCS Introduction to Bayesian Statistics course. Go to the readme file
bayesian-statistics data-analysis r statistics
Last synced: 22 Mar 2025
https://github.com/dcs-training/effectivedatavisualisation
This repository hosts the material connected to a training course developed by Dave Elsmore (Edina) for CDCS on good data visualisation. Go to the readme file
data-analysis data-visualisation data-wrangling python
Last synced: 22 Mar 2025
https://github.com/dcs-training/website-with-github-pages
Course materials for the CDCS course "Build Your Personal or Project Website with GitHub Pages". Go to the readme file
Last synced: 25 Feb 2025
https://github.com/dcs-training/introtoqgis
Introduction to Visualising Data in QGIS 2.8. See readme for more info
data-visualisation geographical-data gis qgis
Last synced: 25 Feb 2025
https://github.com/dcs-training/from-spss-to-r-how-to-make-your-statistical-analysis-reproducible
Comfortable/aware of how to run your stats in SPSS? Curious to learn how to run them in R? You've come to the right place. Go to the readme file
data-analysis data-visualisation data-wrangling good-practices-digital-research r rmarkdown spss statistics
Last synced: 25 Apr 2025
https://github.com/dcs-training/version-control-2024
Workshop on version control with git, GitHub, and GitHub Desktop. Go to the repo
git good-practices-digital-research version-control
Last synced: 25 Apr 2025
https://github.com/dcs-training/interactive-web-maps
Materials for the workshop "Making Interactive Web Maps: Finding the Right Tool for You" (15 Feb 2024, 10:00 – 12:00). Go to the readme file
d3 geographical-data gis web-tools
Last synced: 05 Apr 2025
https://github.com/dcs-training/intromachinelearning
This course is aimed at providing an introduction to machine learning for those with some beginner level python skills. Go to the readme file
data-analysis data-wrangling machine-learning python statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/introcausalinference
This is a repository for the Introduction to Causal Inference course provided by Chris Oldnall for the CDCS. Go to the readme file
data-analysis python r statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/beyondsocialnetworks
This is a repository for the Beyond Social Networks: Advanced Uses of Gephi in Humanities Research course provided by Brian Wong for the CDCS. Within the repository there are files with sample datasets and a guide to building datasets. It will be updated before each section. Go to the Readme file
data-visualisation gephi network-analysis text-analysis
Last synced: 25 Feb 2025
https://github.com/dcs-training/ordereddatasetfromocr
In this repository you can find a subset of the Generating an Ordered Data Set from an OCR Text File tutorial developed by Jon Crump for Programming Historian.
data-cleaning data-wrangling digitised-doc ocr python
Last synced: 25 Feb 2025
https://github.com/dcs-training/data-science-in-the-wild
Data Science in the Wild course (delivered by the CDCS in 2022). This course is aimed at developing the skills to scope and implement preliminary data analysis at the early stages of a data science project. Go to the readme file
data-cleaning data-wrangling python
Last synced: 25 Feb 2025
https://github.com/dcs-training/sentimentanalysistimes
Sentiment analysis of articles from The Times Archive. Go to the readme file
data-wrangling python sentiment-analysis text-analysis
Last synced: 25 Feb 2025
https://github.com/dcs-training/sentimentanalysis
The aim is that by using the pre-supplied code examples, and editing them to examine the different results, you will begin to gain an understand of the techniques used. Go to the Readme file
data-wrangling python sentiment-analysis text-analysis
Last synced: 25 Feb 2025
https://github.com/dcs-training/webscraping-news-sites-with-python
This is a tutorial on the use of Python for web scraping (a technique to automatically access and extract large amounts of information from a website), which was developed for CDCS by Dave Elsmore (Edina). Please go to the read me file for more info
python text-analysis web-scraping
Last synced: 25 Feb 2025
https://github.com/dcs-training/image-to-tech-text-extraction
This workshop will give you an overview of text extraction and how Optical Character Recognition (OCR) works in practice, how you can plan your projects, and what potential challenges you might face. Go to the readme file
Last synced: 25 Feb 2025
https://github.com/dcs-training/good-data-visualisation-with-r
Our guide on how we create data visualisations through R. Go to the readme file
data-analysis data-visualisation r rmarkdown
Last synced: 25 Feb 2025
https://github.com/dcs-training/custom-dataviz-observable
Materials for the workshop "Creating custom data visualizations with Observable notebooks & D3". Go to the readme file
d3 data-visualisation javascript observable-notebook
Last synced: 31 Mar 2025
https://github.com/dcs-training/teachingdh
This repo is connected to the workshop created by CDCS for the DH RSE Summer School (Cambridge2023). Go to the readme file for more info
good-practices-digital-research python teaching-dh-tips text-analysis
Last synced: 22 Mar 2025
https://github.com/dcs-training/2024-11-18-cdcs-carpentry-social-sciences
This repo contains the material produced for a course run by the Centre in November 2024
Last synced: 25 Feb 2025
https://github.com/dcs-training/nltk-intro
Introduction to text analysis with Python's Natural Language Toolkit (NLTK). Go to the readme file
Last synced: 31 Mar 2025
https://github.com/dcs-training/interactive-analysis-reports-with-r-markdown.github.io
This workshop will help you create your own reproducible, customisable, and interactive analysis reports through R Markdown. By building on the basics of R, we will show you how to instantly prepare your results into a ready-made document (No more copy and pasting your results! Less human error!). Go to the readme file
data-analysis data-visualisation data-wrangling r rmarkdown statistics
Last synced: 25 Apr 2025
https://github.com/dcs-training/dh-rse-summerschool
Content of the 3rd day of the 2021 DHRSE summer school focusing on good data visualisation
data-visualisation data-wrangling network-analysis r
Last synced: 25 Feb 2025
https://github.com/dcs-training/furthertextanalysis
This tutorial on Text Analysis was developed for CDCS by Dave Elsmore (Edina). This workshop uses the programming language Python to perform some common text analysis tasks. Please go to the Readme file for more information
data-visualisation python sentiment-analysis text-analysis
Last synced: 25 Feb 2025
https://github.com/DCS-training/IntroToStatistics
This is a repository which contains all the materials to be used in the introduction to statistics course. Go to the readme file
data-analysis r rmarkdown statistics
Last synced: 25 Apr 2025
https://github.com/dcs-training/licensesandcopyrights
This two sessions workshop (15-22/03/2021) focused on how to correctly use copyrighted material and find out about best practices on copyright for your own work
copyright good-practices-digital-research
Last synced: 25 Feb 2025
https://github.com/dcs-training/decode-winterschool
In here you can find material on cluster analysis, data wrangling, and network analysis. Go to the readme file for more info
data-analysis data-visualisation data-wrangling gephi network-analysis python r statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/null-hypothesis-testing-with-r
This two-class course will focus on developing theoretical and practical skills for null hypothesis testing in R. Go to the readme file
data-analysis data-wrangling r statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/relationaldbandsql
Training on Relational Databases and SQL
Last synced: 25 Feb 2025
https://github.com/dcs-training/visualisingdatainqgis
This repository contains the material connected to a workshop developed for CDCS by Ian Holmes Edina. This workshop shows how to create these sorts of data visualisations with QGIS. It focuses on a range of data visualisation plugins. For more info go on the readme file
3d-data data-visualisation geographical-data gis qgis
Last synced: 25 Feb 2025
https://github.com/dcs-training/latexandoverleaf
This was a course aimed to give an introductory overview of how to write and format your thesis, or any other piece of written work, with LaTeX and Overleaf. Go to the readme file
good-practices-digital-research latex overleaf text-formatting
Last synced: 25 Feb 2025
https://github.com/dcs-training/summerschool2024-stream1
Welcome to the repository for all the materials for Stream 1 of the CDCS 2024 summer school. Go to the readme file
data-wrangling intro-to-programming python
Last synced: 25 Feb 2025
https://github.com/dcs-training/transkribus
Introductory Course on Transkribus and HTR. Go to the readme file
digitised-doc handwritten-text-recognition transkribus
Last synced: 25 Feb 2025
https://github.com/dcs-training/scottishaccounts
This repo contains various examples of analysis that can be performed on the Statistical Accounts of Scotland dataset. Go to the readme file
data-analysis data-visualisation data-wrangling geographical-data r rmarkdown text-analysis
Last synced: 25 Feb 2025
https://github.com/dcs-training/much-ado-about-nothing-missing-data-in-research
Repo for the Much ado about nothing workshop. Go to the Readme file
data-analysis data-cleaning data-wrangling r
Last synced: 25 Feb 2025
https://github.com/dcs-training/a-pipeline-for-data-wrangling-and-manipulation-with-r
This repository contains the materials of the CDCS workshop on data wrangling and manipulation in R. We work step by step on how to take our raw survey results, and prepare it for analysis.
Last synced: 25 Feb 2025
https://github.com/dcs-training/versioncontrol
This page is related to a course on the best practices for using Git for Version Control. Go to the readme file
git good-practices-digital-research version-control
Last synced: 25 Feb 2025
https://github.com/dcs-training/regressionandmixedeffectsmodelling
This course will introduce you to regression and linear mixed-effects models (LMMs). It will help to develop your theoretical understanding and practical skills for running such models in R. Go to the readme file
data-analysis r rmarkdown statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/pca-2023
PCA workshop. In this repo, you are going to find the code and files we are going to use for the practical part of the workshop, together with the ppt associated with this training
data-analysis data-visualisation data-wrangling r statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/2023-10-22-carpentry-social-science
Go to https://dcs-training.github.io/2023-10-22-Carpentry-Social-Science/ to follow along the material
data-analysis data-visualisation data-wrangling intro-to-programming r
Last synced: 25 Feb 2025
https://github.com/dcs-training/spatial_dynamics
Use of QGIS and R to analyse first and second order geospatial effects. Go to the Readme file
data-analysis geographical-data gis qgis r statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/intro-to-statistics
Intro to Statistics workshop. In this repo, you are going to find the code and files we are going to use for the practical part of the workshop, together with the ppt associated with this training. Go to the readme file
data-analysis data-visualisation data-wrangling r statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/webscrapingroctober2023
This intermediate course will teach you how to scrape user-generated content from the internet using R
Last synced: 25 Feb 2025
https://github.com/dcs-training/cdcs-xml-course
Course notes for the xml course
Last synced: 26 Mar 2025
https://github.com/dcs-training/python-interm
Material for an intermediate Python course
Last synced: 25 Feb 2025
https://github.com/dcs-training/putting-spatial-data-online-with-mapbox
In this repository you can find step by step instruction on how to put spatial data online using Mapbox. The training was developed for CDCS by Ian Holmes (Edina). In the Repository you can find a workbook with all the instructions, a .csv dataset to use and tow HTML examples.
geographical-data gis mapbox web-tools
Last synced: 25 Feb 2025
https://github.com/dcs-training/data-wrangling-and-vis-pandas
Introduction to analyzing structured data with the Python libraries pandas, for CSV and TSV data, and ElementTree, for XML data. Go to the readme file
data-analysis data-visualisation data-wrangling python
Last synced: 25 Feb 2025
https://github.com/dcs-training/digitaldrawingwithautocad
Examples on how to use Autocad for digital drawing
Last synced: 25 Feb 2025
https://github.com/dcs-training/nltk-intro-2024
Introduction to text analysis with Python's Natural Language Toolkit (NLTK). Go to the readme file
Last synced: 07 Jan 2025
https://github.com/dcs-training/r-visualisation-and-stats
This repository contains material from a 8 classes course on Data Visualisation and statistics with R
data-analysis data-visualisation data-wrangling intro-to-programming r statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/machinelearning
Introduction to Machine Learning with Python delivered by the centre in the year 2022-23. Go to the read me file
data-analysis data-wrangling machine-learning python statistics
Last synced: 25 Feb 2025
https://github.com/dcs-training/intronetworkanalysis
This is a repository for the Introduction to Network Analysis course provided by Brian Wong for the CDCS. Within the repository there are files with sample datasets and a guide to building datasets. It will be updated before each section. Go to the Readme file
data-analysis data-visualisation gephi network-analysis text-analysis
Last synced: 25 Feb 2025
https://github.com/dcs-training/network-analyisis-python
Course material for introducing data visualization with Altair and network analysis with NetworkX (in Python). Go to the readme file
data-analysis data-visualisation network-analysis python text-analysis
Last synced: 25 Feb 2025
https://github.com/dcs-training/polarisationwithr
This workshop focused on providing a guide to measuring polarisation in political texts with R. Based on the material from the Summer Insitutes in Computational Social Sciences (SICSS) 2024
Last synced: 16 May 2025
https://github.com/dcs-training/processing-geographical-data-in-qgis
This repo contains the material connected to the Processing Geographical Data in QGis training
Last synced: 16 May 2025
https://github.com/dcs-training/nltk-intro-2025
Introduction to text analysis with Python's Natural Language Toolkit (NLTK). Go to the readme file
Last synced: 16 May 2025
https://github.com/dcs-training/exploratory-data-analysis-and-visualisation-with-observable-plot
This two-hour workshop will teach you how to follow an exploratory data analysis pipeline with Observable Plot, a new JavaScript library based on the Grammar of Graphics, that proposes a simple yet expressive interface to create powerful graphics easily shareable on the web. Go to the Readme file
d3 data-analysis data-visualisation javascript observable-notebook
Last synced: 31 Mar 2025
https://github.com/dcs-training/introtostatistics
This is a repository which contains all the materials to be used in the introduction to statistics course. Go to the readme file
data-analysis r rmarkdown statistics
Last synced: 26 Mar 2025
https://github.com/dcs-training/spatialdatavisualisation
This repository contains the material connected to a workshop developed for CDCS by Tom Armitage on spatial data visualisation. Attendees will be guided step by step on how to produce effective map visualisations with QGIS. More info in the readme file
data-visualisation data-wrangling geographical-data gis qgis
Last synced: 25 Feb 2025
https://github.com/dcs-training/datavisualisationwithr2021
Data Visualisation with R Course (delivered by the Centre in October/November 2021). This workshop is focusing on good practice of creating graphs with R and R Studio. Go to the readme file
data-analysis data-visualisation data-wrangling r
Last synced: 25 Feb 2025
https://github.com/dcs-training/python-intro21-22
Material for a beginner course for the Centre for Data, Culture & Society about the programming language Python. More info in the readme file
data-visualisation data-wrangling intro-to-programming python
Last synced: 25 Feb 2025
https://github.com/dcs-training/data-visualisation-techniques
The material in this repository was presented on a workshop 19/02/21 The material cover the basics of producing good spatial data visualisation. This seminar introduced some basic techniques and focused useful tips for when you are trying to present your data visually
data-visualisation data-wrangling
Last synced: 25 Feb 2025
https://github.com/dcs-training/python_intro22-23
This repo contains the material produced for a course run by the Centre in Sept/October 2022. Go to the readme file
data-wrangling intro-to-programming python
Last synced: 25 Feb 2025
https://github.com/dcs-training/topicmodellingbert
Within this repository you are going to find all the material needed to attend this two-classes course once it will be ready. The notebook (for which we suggest you to run via Google Colab) and slides for the class can be downloaded from this repository.
python text-analysis topic-modelling
Last synced: 25 Feb 2025
https://github.com/dcs-training/workingwithhistoricalmaps
This repository contains the material connected to a workshop developed for CDCS by Ian Holmes Edina . This workshop shows how to work with Historical Maps and Digimaps. More info in the readme file
data-visualisation geographical-data gis qgis
Last synced: 25 Feb 2025
https://github.com/dcs-training/introtodatabases
This repository host the material connected to a training developed by Dave Elsmore (Edina) for CDCS. Go to the readme file
data-analysis data-wrangling databases sql
Last synced: 25 Feb 2025
https://github.com/dcs-training/latexandoverleaf2023
Latex and Overleaf DCS training course. Go to the readme file
good-practices-digital-research latex overleaf text-formatting
Last synced: 25 Feb 2025
https://github.com/dcs-training/shinytutorial
Files related to the tutorial "Building interactive web applications in R using SHINY" plus a functioning example of a Shiny app. Go to the Readme file to get more info on how to use this repo.
data-visualisation data-wrangling r rmarkdown shinyapps
Last synced: 25 Feb 2025