CDCS Summer School 2023: Stream 2

Welcome to the CDCS Data and Text analysis Summer School Stream 2 Repo. Here you will be able to access all the material, data, and instructions connected to the school.

Content of the Repository

Each day of the Summer School has its own folder. Within each day, you will find a folder for each block containing a data file/folder and the code that will be used during the class.

Summer School Time Table

	MONDAY	TUESDAY	WEDNESDAY	THURSDAY	FRIDAY
09:40-10:40	Seminar	Seminar	Seminar	Seminar	Seminar
11:40-11:00	Coffee Break	Coffee Break	Coffee Break	Coffee Break	Coffee Break
11:00-12:30	Introduction	Text Analysis	Sentiment Analysis	Data Analysis	Data Visualisation
12:30-13:30	Lunch Break	Lunch Break	Lunch Break	Lunch Break	Lunch Break
13:30- 15:00	Web Scraping	Text Analysis	Data Wrangling	Data Analysis	Data Visualisation
15:00-15:30	Coffee Break	Coffee Break	Coffee Break	Coffee Break	Coffee Break
15:30-17:00	BYOD	BYOD	BYOD	Keynote Lecture	Next Steps

Summer School Format

o The Summer School is meant to be interactive, and you will be prompted to replicate what the instructor is demonstrating on your own machine.

o Besides the instructors, there will be helpers present in the call who are there to help you if you get stuck or if you run into an error. Please use your sticky notes to raise problems or issues and someone will help you with addressing it. During the introduction at the start of the Summer School we will cover how to ask for help in more detail.

o We promote an inclusive and welcoming environment, so we ask you to be respectful towards our instructors, helpers and fellow participants. Disruptive behavior will not be tolerated, and you will be asked to leave if it occurs. More information can be found in the Summer School Code of Conduct Document.

Summer School Data

The data for the Summer School is a composite of information taken from a variety of government and charity documents. The provenance of the data is outlined below:

Region:

International Territorial Levels (Tier 2). ONS https://www.ons.gov.uk/methodology/geography/ukgeographies/eurostat#:~:text=12.-,Scotland,1%20areas%20in%20the%20UK.

Food Insecurity:

Scottish Government https://www.gov.scot/publications/scottish-health-survey-2021-volume-1-main-report/pages/9/#:~:text=Levels%20of%20food%20insecurity%20have,between%208%25%20and%209%25.

Life Expectancy:

Scottish Government https://www.gov.scot/publications/national-care-service-scotlands-health-demographic-profile/pages/4/

House Prices:

Scottish Government https://www.gov.uk/government/statistical-data-sets/uk-house-price-index-data-downloads-july-2022?utm_medium=GOV.UK&utm_source=scotland&utm_campaign=UKHPI_Scotlandreport&utm_term=9.30_14_09_22&utm_content=download_data

Welfare Applications:

Scottish Government https://www.gov.scot/collections/sg-social-security-scotland-stats-publications/

Homelessness:

Scottish Government https://www.gov.scot/news/homelessness-statistics-2021-22/

Gas Consumption:

Scottish Energy Statistics Hub. https://www.gov.scot/publications/scottish-energy-statistics-hub-index/

Businesses:

Scotland Growth Sector Statistics. https://www.gov.scot/publications/growth-sector-statistics/

Foodbank Use:

The Trussell Trust. https://www.trusselltrust.org/

Average Rent:

Scottish Government https://www.gov.scot/publications/private-sector-rent-statistics-scotland-2010-2022/

Energy Bill:

UK Government https://www.gov.uk/government/statistical-data-sets/annual-domestic-energy-price-statistics

SIMD:

https://simd.scot/#/simd2020/BTTTFTT/9/-4.0000/55.9000/

Licence of the material

All the material collected here is covered by a CC-BY-NC 4.0 License