From ead4ade090dc423b38b2f9f23211642827a788ee Mon Sep 17 00:00:00 2001
From: NehaDhaliwalNehaDhaliwal <dhaliwal_neha@yahoo.com>
Date: Fri, 7 Mar 2025 15:41:39 -0600
Subject: [PATCH] Done Pandas3

---
 Problem 1.py | 16 ++++++++++++++++
 Problem 2.py | 12 ++++++++++++
 Problem 3.py | 12 ++++++++++++
 3 files changed, 40 insertions(+)
 create mode 100644 Problem 1.py
 create mode 100644 Problem 2.py
 create mode 100644 Problem 3.py

diff --git a/Problem 1.py b/Problem 1.py
new file mode 100644
index 0000000..76882c1
--- /dev/null
+++ b/Problem 1.py	
@@ -0,0 +1,16 @@
+# Calculate Special Bonus
+
+import pandas as pd
+
+def calculate_special_bonus(employees: pd.DataFrame) -> pd.DataFrame:
+    employees['bonus'] = employees.apply(lambda x : x['salary']
+                                         if x['employee_id'] % 2 and
+                                         not x['name'].startswith('M')
+                                         else 0, axis = 1)
+    df = employees[['employee_id', 'bonus']].sort_values('employee_id')
+    print(df)
+    return df
+
+data = [[2, 'Meir', 3000], [3, 'Michael', 3800], [7, 'Addilyn', 7400], [8, 'Juan', 6100], [9, 'Kannon', 7700]]
+employees = pd.DataFrame(data, columns=['employee_id', 'name', 'salary']).astype({'employee_id':'int64', 'name':'object', 'salary':'int64'})
+calculate_special_bonus(employees)
\ No newline at end of file
diff --git a/Problem 2.py b/Problem 2.py
new file mode 100644
index 0000000..7f72d8e
--- /dev/null
+++ b/Problem 2.py	
@@ -0,0 +1,12 @@
+# Fix Names in a Table
+
+import pandas as pd
+
+def fix_names(users: pd.DataFrame) -> pd.DataFrame:
+    users['name'] = users['name'].str.capitalize()
+    print(users)
+    return users.sort_values(by = 'user_id')
+
+data = [[1, 'aLice'], [2, 'bOB']]
+users = pd.DataFrame(data, columns=['user_id', 'name']).astype({'user_id':'Int64', 'name':'object'})
+fix_names(users)
\ No newline at end of file
diff --git a/Problem 3.py b/Problem 3.py
new file mode 100644
index 0000000..ddff4bf
--- /dev/null
+++ b/Problem 3.py	
@@ -0,0 +1,12 @@
+# Patients with a Condition
+
+import pandas as pd
+
+def find_patients(patients: pd.DataFrame) -> pd.DataFrame:
+    patients = patients[patients['conditions'].str.startswith('DIAB1') | patients['conditions'].str.contains(' DIAB1')]
+    print(patients)
+    return patients
+
+data = [[1, 'Daniel', 'YFEV COUGH'], [2, 'Alice', ''], [3, 'Bob', 'DIAB100 MYOP'], [4, 'George', 'ACNE DIAB100'], [5, 'Alain', 'DIAB201']]
+patients = pd.DataFrame(data, columns=['patient_id', 'patient_name', 'conditions']).astype({'patient_id':'int64', 'patient_name':'object', 'conditions':'object'})
+find_patients(patients)
\ No newline at end of file