Project Work Plan Details -ML12.xlsx

	B	C	D	E	F	G	H	I
1	TTC Streetcar Delays Classification — Master Project Tracker
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4	Milestone	Task	Owner	Deadline	Deliverable / Output	Dependencies	Status	Notes / Links
5	Setup & Foundation (Nov 4–9)	Create Initial GitHub repo & folder structure		Nov 7	Repo with folders (src/, data/, notebooks/, etc.)		Completed
6		Initialize README template with sections		Nov 7	Draft README.md		Completed
7		Collect & inventory 12 TTC data files		Nov 7			Completed
8		Outline EDA plan & visualization needs		Nov 7	EDA_plan.md		Not Started
9		Define model strategy & metrics		Nov 7	model_strategy.md		Not Started
10		Team kickoff ( Pick Industry and project)	All	Nov 7	Meeting notes		Completed
11		Create Project Assignment Spreadsheet	J.W.
12		Role Assignments	All				Completed
13		Create Project Proposal in README.md	J.W.				Completed
14		Add additional files to files structure to facilitate reporting and documentation	J.W.		docs & reports subfolders		Completed
15	Data & EDA Complete (Nov 8–10)	Build data consolidation pipeline	Hossein	Nov 7	data_pipeline	Data inventory	Completed
16		Conduct Data quality & cleaning	Hossein	Nov 7		Data pipeline	Completed
17		Conduct full EDA & visualizations	Aman	Nov 7	EDA_notebook.ipynb	Cleaned dataset	Completed
18		Create feature engineering module	Aman	Nov 7	data/TTC_Feature_Engineered_2014_2025.csv	Cleaned dataset	Completed
19		Feature importance & advanced feature creation	Aman	Nov 9	EDA and Feature Enginnering-TTC Strretcar Dealy Project.ipynb	EDA findings	Completed
20		Create feature engineering results notes	Aman	Nov 16	docs/teammember2_eda_notes.md
21		Create data consolidation notes	Hossein	Nov 7			Completed
22		Create requirements file and reproducibility instructions	J.W.				Completed
23		Create evaluation framework	J.W.	Nov 11	evaluation_framework.md		Completed
24	Model Training & Evaluation (Nov 11–12)	Build baseline classification model		Nov 7	baseline_model	Feature module	Not Started
25		Train Random Forest, XGBoost, SVM		Nov 9	model_training.ipynb	Features ready	Not Started
26		Hyperparameter tuning & model comparison		Nov 10	model_results.md	Trained models	Not Started
27		Evaluation framework (metrics, confusion matrix)		Nov 10	evaluation	Models ready	Not Started
28		Data validation & reproducibility test		Nov 9	repro_test.md	Models ready	Not Started
29		Model visualization suite (ROC, PR, importance plots)		Nov 10	visuals.ipynb	Evaluation framework	Not Started
30		create model results notes
31	Finalization & Showcase (Nov 12–15)	Create final README and integrate all inputs	J.W.	Nov 13	Final README.md	All completed tasks	Completed
32		Final directory organization cleanup	J.W.	Nov 16			Completed
33		Final code cleanup & comment review	All	Nov 12	Clean repo	All PRs merged	In Progress
34		Reproducibility test		Nov 13	Reproducibility confirmation	All code complete	In Progress
35		Record 4 individual videos (3–5 min)	All	Nov 13	Video links in README		In Progress
36		Create 5-min showcase presentation outline	J.W.	Nov 12			Completed
37		Create 5-min showcase presentation slides	Hossein	Nov 14	Deck + practice run	README complete	Completed
38		Prepare & present 5-min showcase presentation	Aman & Hossein				Completed
39	Final Submission (Nov 16)	Submit final project		Nov 14	Submission confirmed	Presentation complete	Submitted
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43	How to Use This Tracker to Update Progress
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45	1. Each member updates the Status daily (Completed, In Progress, Not Started, In Review)
46	2. Add Notes for blockers or links to PRs/files
47	3. Update Dependencies as tasks complete
48	4. Filter or focus on rows marked In Progress or In Review
49	5. Confirm upcoming deadlines for next 24–48 hours
50	6. Note any blockers in the Notes column
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52	Color Key for clarty
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54	Status	Color
55	Completed	Green
56	In Review	Blue
57	In Progress	Orange
58	Not Started	Gray
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