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Module 2 - post-teaching fixes/tweaks #161

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Module 2 - post-teaching fixes/tweaks #161

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7d5b009
:bug: missing bullet
jack89roberts Feb 15, 2023
e5141a3
:recycle: ethics advisory group -> TREx
jack89roberts Feb 15, 2023
cb05605
:memo: link to module 10 of RSE course
jack89roberts Feb 15, 2023
717844a
:bug: missing code block
jack89roberts Feb 15, 2023
35e4645
:bug: missing m in .com
jack89roberts Feb 15, 2023
9c2bf00
:bug: missing space
jack89roberts Feb 15, 2023
f59b5f1
:recycle: renamed variable referencing iris dataset
jack89roberts Feb 15, 2023
1cb1c22
:bug: missing bracket
jack89roberts Feb 16, 2023
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4 changes: 2 additions & 2 deletions coursebook/modules/m2/2.1.1-WhereToFindData.ipynb
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Expand Up @@ -170,8 +170,8 @@
"- Does the dataset contain what’s needed to solve the research question\n",
" available?\n",
"- Can I legally and ethically use the data?\n",
"- Is the data easily accessible? - Is the dataset well-understood and\n",
" tested?\n",
"- Is the data easily accessible?\n",
"- Is the dataset well-understood and tested?\n",
"- Is data quality and quantity appropriate?\n",
"\n",
"Another useful concept here is [data readiness\n",
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14 changes: 7 additions & 7 deletions coursebook/modules/m2/2.1.2-LegalityAndEthics.ipynb
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Expand Up @@ -173,8 +173,8 @@
"## Ethics\n",
"\n",
"**Ethics are a shared responsibility, however, it’s another area that we\n",
"should all feel comfortable seeking expert advice. At Turing, we have an\n",
"Ethics Advisory Board that we can look to for guidance.**\n",
"should all feel comfortable seeking expert advice. At the Turing, we have\n",
"the Turing Research Ehtics (TREx) team that we can look to for guidance.**\n",
"\n",
"Although there will be a lot of crossovers between legality and ethics,\n",
"we should be aware that there may be additional ethical considerations\n",
Expand Down Expand Up @@ -210,13 +210,13 @@
"> improving living conditions in Europe, understanding quality of life\n",
"> and also other examples of uses in the 2007 flyers.\n",
"\n",
"— *excerpt from Ethics Advisory Group practice application form\n",
"submitted for the running of this course*\n",
"— *excerpt from TREx practice application form submitted for the running\n",
"of this course*\n",
"\n",
"The above excerpt is part of a larger document that outlines our\n",
"application to Turing’s Ethics Advisory Group. The decision to move\n",
"forward with the dataset was made given consideration of the paragraph\n",
"quoted as well as points set out in the rest of the document.\n",
"application to TREx. The decision to move forward with the dataset was\n",
"made given consideration of the paragraph quoted as well as points set\n",
"out in the rest of the document.\n",
"\n",
"### Bias in, bias out\n",
"\n",
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12 changes: 8 additions & 4 deletions coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb
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Expand Up @@ -249,7 +249,7 @@
"have a strange additional column `Unnamed: 8` that has *only* missing\n",
"(null) values. This is another topic we’ll revisit later.\n",
"\n",
"### Customising pandas.read_csv\n",
"### Customising `pandas.read_csv`\n",
"\n",
"The original file from the World Bank contains a few lines of metadata\n",
"at the top:\n"
Expand Down Expand Up @@ -559,7 +559,7 @@
"| Maths | Mr F | [email protected] | 07123123123 | Monday | 1000 | 1200 |\n",
"| English | Ms P | [email protected] | 07456456456 | Tuesday | 1100 | 1300 |\n",
"| Physics | Mrs A | [email protected] | 07789789789 | Thursday | 1400 | 1600 |\n",
"| French | Mr F | f@school.co | 07123123123 | Friday | 1000 | 1300 |\n",
"| French | Mr F | f@school.com | 07123123123 | Friday | 1000 | 1300 |\n",
"\n",
"**Relational database with two tables:**\n",
"\n",
Expand Down Expand Up @@ -787,7 +787,7 @@
"import requests\n",
"\n",
"url = \"https://api.datamuse.com/words\" \n",
"params = {\"rel_jjb\": \"dog\",\"max\": 5} \n",
"params = {\"rel_jjb\": \"dog\", \"max\": 5} \n",
"r = requests.get(url, params=params)"
]
},
Expand Down Expand Up @@ -1096,7 +1096,11 @@
" [BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/)\n",
" to help parse this heavily structured format.\n",
"- Web scraping: extracting structured data from web sites.\n",
" [Scrapy](https://scrapy.org/) is a popular library here."
" [Scrapy](https://scrapy.org/) is a popular library here.\n",
"\n",
"## RSE Course\n",
"\n",
"There are some examples of working with databases and other data formats in [Module 10 of our Research Software Engineering Course](https://alan-turing-institute.github.io/rse-course/html/module10_scientific_file_formats/index.html)."
]
}
],
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