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8/10/2019 Workshop - CSV fine tuning
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David Tarrant @davetaz | Ulrich Atz @stats
CSV Fine Tuning
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Introductions
Your name
Where youve come from
Role
Your aims/expectations for thissession.
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Understand the format, challenges andbenefits for data as CSV.
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Identify the characteristics of a comma-separated v
(CSV) file.
Understand the potential benefits and problems wit
and using CSV files.
Translate a spreadsheet (e.g. excel, open o"ce etc.
valid CSV.
Use a number of tools to validate and analyse CSV
datasets.
O
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WHAT IS A
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2014: The Year of CSV
The vast majority of publishedopen data is tabular; over 90%of the data published on
data.gov.ukis tabular data.
http://theodi.org/blog/2014-the-year-of-csv
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1.
Find the Key Figures & Facts relating toGovernment Hospitality Wine Cellar at 1
2014
2.
Download the CSV
3. Upload it to datawrapper.de
Ex
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Data formats
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Five Aspects
Contextual
Legal
Technical
Social
Practical
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1. Create a CSV file.
Ex
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1. Create a CSV file.
2. Open it in a text editor
Ex
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1. Create a CSV file.
2. Open it in a text editor
3.
Upload your file to csvlint.io
Ex
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1. Create a CSV file.
2. Open it in a text editor
3.
Upload your file to csvlint.io
4. Compare your result
Ex
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1. Create a CSV file.
2. Open it in a text editor
3. Upload your file to csvlint.io
4.
Compare your result
5. Try downloading the standardised vers
Ex
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1. Create a CSV file.
2.
Open it in a text editor
3. Upload your file to csvlint.io
4. Compare your result
5. Try downloading the standardised vers
6. Clean up your CSV until it is valid
Ex
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There is more to publishing any tabularsimply with a .csv extension.
From Excel
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Number of datasets on data.govin a CSV format
http://theodi.org/blog/the-status-of-csvs-on-datago
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Slide inspired by Andrew Stott
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Thank you!