From 7d5b009c769301ef5eed537388dc3dbc571a21d9 Mon Sep 17 00:00:00 2001 From: Jack Roberts Date: Wed, 15 Feb 2023 11:37:10 +0000 Subject: [PATCH 1/8] :bug: missing bullet --- coursebook/modules/m2/2.1.1-WhereToFindData.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/coursebook/modules/m2/2.1.1-WhereToFindData.ipynb b/coursebook/modules/m2/2.1.1-WhereToFindData.ipynb index 6b4aff3..a83aaea 100644 --- a/coursebook/modules/m2/2.1.1-WhereToFindData.ipynb +++ b/coursebook/modules/m2/2.1.1-WhereToFindData.ipynb @@ -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", From e5141a311a15deaac4e7f2460bcbc04e179bc521 Mon Sep 17 00:00:00 2001 From: Jack Roberts Date: Wed, 15 Feb 2023 11:37:23 +0000 Subject: [PATCH 2/8] :recycle: ethics advisory group -> TREx --- .../modules/m2/2.1.2-LegalityAndEthics.ipynb | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/coursebook/modules/m2/2.1.2-LegalityAndEthics.ipynb b/coursebook/modules/m2/2.1.2-LegalityAndEthics.ipynb index 44b4d2d..20c1f65 100644 --- a/coursebook/modules/m2/2.1.2-LegalityAndEthics.ipynb +++ b/coursebook/modules/m2/2.1.2-LegalityAndEthics.ipynb @@ -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", @@ -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", From cb05605a6565860ac6342c122f68f2307db7ad95 Mon Sep 17 00:00:00 2001 From: Jack Roberts Date: Wed, 15 Feb 2023 11:37:40 +0000 Subject: [PATCH 3/8] :memo: link to module 10 of RSE course --- coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb b/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb index 9cbfa0a..44bec9e 100644 --- a/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb +++ b/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb @@ -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)." ] } ], From 717844a8cecd8deda9d306006b55057b405980b5 Mon Sep 17 00:00:00 2001 From: Jack Roberts Date: Wed, 15 Feb 2023 11:45:43 +0000 Subject: [PATCH 4/8] :bug: missing code block --- coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb b/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb index 44bec9e..ea1be8f 100644 --- a/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb +++ b/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb @@ -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" From 35e4645d61778186d4d7ab1e32c5f94e3c6eb3ff Mon Sep 17 00:00:00 2001 From: Jack Roberts Date: Wed, 15 Feb 2023 11:51:28 +0000 Subject: [PATCH 5/8] :bug: missing m in .com --- coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb b/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb index ea1be8f..c2c61f6 100644 --- a/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb +++ b/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb @@ -559,7 +559,7 @@ "| Maths | Mr F | f@school.com | 07123123123 | Monday | 1000 | 1200 |\n", "| English | Ms P | p@school.com | 07456456456 | Tuesday | 1100 | 1300 |\n", "| Physics | Mrs A | a@school.com | 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", From 9c2bf00cd3143a252881d50e2887f8123d0d263c Mon Sep 17 00:00:00 2001 From: Jack Roberts Date: Wed, 15 Feb 2023 12:03:11 +0000 Subject: [PATCH 6/8] :bug: missing space --- coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb b/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb index c2c61f6..0787764 100644 --- a/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb +++ b/coursebook/modules/m2/2.1.4-DataSourcesAndFormats.ipynb @@ -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)" ] }, From f59b5f17b89cc22b77e80df7b90cf65dbe66be8a Mon Sep 17 00:00:00 2001 From: Jack Roberts Date: Wed, 15 Feb 2023 12:17:21 +0000 Subject: [PATCH 7/8] :recycle: renamed variable referencing iris dataset --- .../modules/m2/2.2.1-DataConsistency.ipynb | 842 +++++++++--------- 1 file changed, 421 insertions(+), 421 deletions(-) diff --git a/coursebook/modules/m2/2.2.1-DataConsistency.ipynb b/coursebook/modules/m2/2.2.1-DataConsistency.ipynb index 81c96b6..18ebfff 100644 --- a/coursebook/modules/m2/2.2.1-DataConsistency.ipynb +++ b/coursebook/modules/m2/2.2.1-DataConsistency.ipynb @@ -918,10 +918,10 @@ ], "source": [ "# True for each row with body_mass_g greater than the min value of 285g\n", - "smaller_petals = df[\"body_mass_g\"] > df[\"body_mass_g\"].min()\n", + "heavier_penguins = df[\"body_mass_g\"] > df[\"body_mass_g\"].min()\n", "\n", "# Lowest penguin weight out of all rows with weights above 285g\n", - "df.loc[smaller_petals, \"body_mass_g\"].min()" + "df.loc[heavier_penguins, \"body_mass_g\"].min()" ] }, { @@ -1270,7 +1270,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/xv/d5nvn2ps5r3fcf276w707n01qdmpqf/T/ipykernel_55040/2880954085.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", + "/var/folders/xv/d5nvn2ps5r3fcf276w707n01qdmpqf/T/ipykernel_4630/2880954085.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", " df.groupby(\"species\").mean()\n" ] }, @@ -1566,147 +1566,147 @@ "text/html": [ "\n", - "\n", + "
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2P-247GentooBiscoe51162265200male2009
3P-120AdelieTorgersen36171873150female2009
4P-220GentooBiscoe44142204700female2008
5P-150AdelieDream36171873700female2009
6P-348AdelieBiscoe3618193285female2007
7P-091AdelieDream41182054300male2008
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6P-348AdelieBiscoe36.40000018.100000193.000000285.000000female2007
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 Idspeciesislandbill_length_mmbill_depth_mmflipper_length_mmbody_mass_gsexyearIdspeciesislandbill_length_mmbill_depth_mmflipper_length_mmbody_mass_gsexyear
0P-179GentooBiscoe47.80000015.000000215.0000005650.000000male2007
1P-306ChinstrapDream40.90000016.600000187.0000003200.000000female2008
2P-247GentooBiscoe50.80000015.700000226.0000005200.000000male2009
3P-120AdelieTorgersen36.20000017.200000187.0000003150.000000female2009
4P-220GentooBiscoe43.50000014.200000220.0000004700.000000female2008
5P-150AdelieDream36.00000017.100000187.0000003700.000000female2009
6P-348AdelieBiscoe36.40000018.100000193.000000285.000000female2007
7P-091AdelieDream41.10000018.100000205.0000004300.000000male2008
8P-327ChinstrapDream51.40000019.000000201.0000003950.000000male2009
9P-221GentooBiscoe50.70000015.000000223.0000005550.000000male20080P-179GentooBiscoe47.80000015.000000215.0000005650.000000male2007
1P-306ChinstrapDream40.90000016.600000187.0000003200.000000female2008
2P-247GentooBiscoe50.80000015.700000226.0000005200.000000male2009
3P-120AdelieTorgersen36.20000017.200000187.0000003150.000000female2009
4P-220GentooBiscoe43.50000014.200000220.0000004700.000000female2008
5P-150AdelieDream36.00000017.100000187.0000003700.000000female2009
6P-348AdelieBiscoe36.40000018.100000193.000000285.000000female2007
7P-091AdelieDream41.10000018.100000205.0000004300.000000male2008
8P-327ChinstrapDream51.40000019.000000201.0000003950.000000male2009
9P-221GentooBiscoe50.70000015.000000223.0000005550.000000male2008
\n" ], "text/plain": [ - "" + "" ] }, "execution_count": 26, From 1cb1c22cefda6bb386bfcf424a6f8ed225af2b0f Mon Sep 17 00:00:00 2001 From: Jack Roberts Date: Thu, 16 Feb 2023 11:20:20 +0000 Subject: [PATCH 8/8] :bug: missing bracket --- coursebook/modules/m2/hands-on.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/coursebook/modules/m2/hands-on.ipynb b/coursebook/modules/m2/hands-on.ipynb index 067ca61..f00059d 100644 --- a/coursebook/modules/m2/hands-on.ipynb +++ b/coursebook/modules/m2/hands-on.ipynb @@ -256,7 +256,7 @@ "Or you can get a function's documentation in the notebook by:\n", "\n", "- Hitting SHIFT + TAB in a code cell with your text cursor on a function name.\n", - "- Running `help()` in a code cell (e.g. `help(pd.read_csv)`\n" + "- Running `help()` in a code cell (e.g. `help(pd.read_csv)`)\n" ] }, {