From fa00dd0f4f05178ff7e0d588be9b460be10d7eda Mon Sep 17 00:00:00 2001 From: SainaAliabadi Date: Wed, 5 Nov 2025 12:45:11 -0500 Subject: [PATCH 1/2] Updated assignment one for SQL All three required files are uploaded. --- .../assignments/DC_Cohort/Assignment1.md | 9 +- .../assignments/DC_Cohort/Updated diagram.png | Bin 0 -> 24176 bytes .../DC_Cohort/assignment_one.sqbpro | 94 ++++++++++++++++++ 3 files changed, 102 insertions(+), 1 deletion(-) create mode 100644 02_activities/assignments/DC_Cohort/Updated diagram.png create mode 100644 02_activities/assignments/DC_Cohort/assignment_one.sqbpro diff --git a/02_activities/assignments/DC_Cohort/Assignment1.md b/02_activities/assignments/DC_Cohort/Assignment1.md index f78778f5b..1f6c7a35a 100644 --- a/02_activities/assignments/DC_Cohort/Assignment1.md +++ b/02_activities/assignments/DC_Cohort/Assignment1.md @@ -206,4 +206,11 @@ Consider, for example, concepts of fariness, inequality, social structures, marg ``` Your thoughts... -``` + +In the article “When Databases Get to Define Family, Qadri (2021)” explores how the design of the Pakistani national identity database implicitly embeds a normative family model, one in which every individual must be linked to two married parents and a biological household. This design choice is not merely technical. It encodes social judgments about which family structures are legitimate and which are not, and as a result excludes or marginalizes individuals whose lived reality diverges from this “normative model”. As a researcher in Neurorehabilitation and chronic condition management, I recognize parallels in how health data systems also embed assumptions (for example, around “normative” bodies) that may overlook people with non-standard trajectories like spinal cord injury (SCI) or multiple sclerosis (MS). The article prompts me to consider: whose experiences are built into my data schemas? Whose are left out? And what are the ethical implications when individuals’ access to services depends on how a database was structured? +In my clinical practice, I often see how implicit value systems are operationalized through data forms, electronic health records, and even automated rehabilitation algorithms. Most of these systems are designed through a binary lens, not only in terms of gender (where “male” and “female” are often the only options) but also in terms of ability and dependence. Such databases, built and governed by a narrow group of political and technical elites, who dictate what “normal” is, and by extension, who counts as a full member of society. When data categories are designed to fit the lives of a few, everyone else is forced to conform, or risk erasure. +For example, in many cases of SCI, whether from a motor vehicle accident (traumatic etiology) or a non-traumatic cause such as transverse myelitis, a patient may lose motor and sensory function below their neurological level of injury. Despite retaining full cognitive and emotional capacity, these individuals are often misjudged by society as being child-like or incapable of decision-making. I recall one of my patients’ wives was repeatedly asked to speak on his behalf by airline staff while boarding a flight; the crew directed every question to her, assuming he could not respond for himself. This kind of assumption-rooted in social biases and reinforced by institutional data categories, reduces a person’s autonomy to how “normal” they appear physically. +As clinicians and researchers, we rely heavily on digital health databases that record functional independence, cognitive scores, and diagnostic classifications. Yet these same databases rarely capture the nuance of patients’ lived experience of those living with chronic neurological conditions. They are often built upon value systems that prioritise efficiency, compliance, and standardization over empathy, diversity, and inclusion. Just as the national database in Pakistan defined the boundaries of family, our medical databases risk defining the boundaries of personhood, often through narrow and binary logic. +Ethically, this calls for a re-imagining of data systems through a framework of inclusivity and justice. Rather than allowing a minority of political or technical decision-makers to dictate the structure of our collective data realities, the design of these systems should be participatory, involving patients, caregivers, clinicians, and marginalized voices. 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SELECT * +FROM customer; +SELECT * +FROM customer +ORDER BY customer_last_name, customer_first_name +LIMIT 10; +SELECT * +FROM customer_purchases +WHERE product_id IN (4, 9); +SELECT *, + (quantity * cost_to_customer_per_qty) AS price +FROM customer_purchases +WHERE customer_id BETWEEN 8 AND 10; +SELECT + product_id, + product_name, + CASE + WHEN product_qty_type = 'unit' THEN 'unit' + ELSE 'bulk' + END AS prod_qty_type_condensed, + CASE + WHEN LOWER(product_name) LIKE '%pepper%' THEN 1 + ELSE 0 + END AS pepper_flag +FROM product; +SELECT + v.vendor_id, + v.vendor_name, + v.vendor_type, + v.vendor_owner_first_name, + v.vendor_owner_last_name, + vb.booth_number, + vb.market_date +FROM vendor AS v +INNER JOIN vendor_booth_assignments AS vb + ON v.vendor_id = vb.vendor_id +ORDER BY + v.vendor_name, + vb.market_date; +SELECT + v.vendor_id, + v.vendor_name, + COUNT(vb.booth_number) AS booth_rental_count +FROM vendor AS v +INNER JOIN vendor_booth_assignments AS vb + ON v.vendor_id = vb.vendor_id +GROUP BY v.vendor_id, v.vendor_name +ORDER BY booth_rental_count DESC; +SELECT + c.customer_id, + c.customer_first_name, + c.customer_last_name, + SUM(cp.quantity * cp.cost_to_customer_per_qty) AS total_spent +FROM customer AS c +INNER JOIN customer_purchases AS cp + ON c.customer_id = cp.customer_id +GROUP BY c.customer_id, c.customer_first_name, c.customer_last_name +HAVING total_spent > 2000 +ORDER BY c.customer_last_name, c.customer_first_name; + + +CREATE TEMP TABLE new_vendor AS +SELECT * +FROM vendor; + + +INSERT INTO new_vendor ( + vendor_id, + vendor_name, + vendor_type, + vendor_owner_first_name, + vendor_owner_last_name +) +VALUES ( + 10, + 'Thomass Superfood Store', + 'Fresh Focused store', + 'Thomas', + 'Rosenthal' +); +SELECT + customer_id, + STRFTIME('%m', market_date) AS purchase_month, + STRFTIME('%Y', market_date) AS purchase_year +FROM customer_purchases; +SELECT + customer_id, + SUM(quantity * cost_to_customer_per_qty) AS total_spent_april_2022 +FROM customer_purchases +WHERE STRFTIME('%m', market_date) = '04' + AND STRFTIME('%Y', market_date) = '2022' +GROUP BY customer_id +ORDER BY total_spent_april_2022 DESC; + From 8364090d78a46d8b15962bdd9097f4450ee90f91 Mon Sep 17 00:00:00 2001 From: SainaAliabadi Date: Wed, 5 Nov 2025 13:18:33 -0500 Subject: [PATCH 2/2] Create assignment_one.sql Saved in .sql format --- .../assignments/DC_Cohort/assignment_one.sql | 93 +++++++++++++++++++ 1 file changed, 93 insertions(+) create mode 100644 02_activities/assignments/DC_Cohort/assignment_one.sql diff --git a/02_activities/assignments/DC_Cohort/assignment_one.sql b/02_activities/assignments/DC_Cohort/assignment_one.sql new file mode 100644 index 000000000..11e71845e --- /dev/null +++ b/02_activities/assignments/DC_Cohort/assignment_one.sql @@ -0,0 +1,93 @@ +SELECT * +FROM customer; +SELECT * +FROM customer +ORDER BY customer_last_name, customer_first_name +LIMIT 10; +SELECT * +FROM customer_purchases +WHERE product_id IN (4, 9); +SELECT *, + (quantity * cost_to_customer_per_qty) AS price +FROM customer_purchases +WHERE customer_id BETWEEN 8 AND 10; +SELECT + product_id, + product_name, + CASE + WHEN product_qty_type = 'unit' THEN 'unit' + ELSE 'bulk' + END AS prod_qty_type_condensed, + CASE + WHEN LOWER(product_name) LIKE '%pepper%' THEN 1 + ELSE 0 + END AS pepper_flag +FROM product; +SELECT + v.vendor_id, + v.vendor_name, + v.vendor_type, + v.vendor_owner_first_name, + v.vendor_owner_last_name, + vb.booth_number, + vb.market_date +FROM vendor AS v +INNER JOIN vendor_booth_assignments AS vb + ON v.vendor_id = vb.vendor_id +ORDER BY + v.vendor_name, + vb.market_date; +SELECT + v.vendor_id, + v.vendor_name, + COUNT(vb.booth_number) AS booth_rental_count +FROM vendor AS v +INNER JOIN vendor_booth_assignments AS vb + ON v.vendor_id = vb.vendor_id +GROUP BY v.vendor_id, v.vendor_name +ORDER BY booth_rental_count DESC; +SELECT + c.customer_id, + c.customer_first_name, + c.customer_last_name, + SUM(cp.quantity * cp.cost_to_customer_per_qty) AS total_spent +FROM customer AS c +INNER JOIN customer_purchases AS cp + ON c.customer_id = cp.customer_id +GROUP BY c.customer_id, c.customer_first_name, c.customer_last_name +HAVING total_spent > 2000 +ORDER BY c.customer_last_name, c.customer_first_name; + + +CREATE TEMP TABLE new_vendor AS +SELECT * +FROM vendor; + + +INSERT INTO new_vendor ( + vendor_id, + vendor_name, + vendor_type, + vendor_owner_first_name, + vendor_owner_last_name +) +VALUES ( + 10, + 'Thomass Superfood Store', + 'Fresh Focused store', + 'Thomas', + 'Rosenthal' +); +SELECT + customer_id, + STRFTIME('%m', market_date) AS purchase_month, + STRFTIME('%Y', market_date) AS purchase_year +FROM customer_purchases; +SELECT + customer_id, + SUM(quantity * cost_to_customer_per_qty) AS total_spent_april_2022 +FROM customer_purchases +WHERE STRFTIME('%m', market_date) = '04' + AND STRFTIME('%Y', market_date) = '2022' +GROUP BY customer_id +ORDER BY total_spent_april_2022 DESC;