diff --git a/Makefile b/Makefile
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+.PHONY: clean
+
+all: report/count_report.html report/count_report_files
+
+download_data: 
+	python scripts/download_data.py \
+		--name=ObesityDataSet_raw_data_sinthetic.csv \
+    	--write_to=data/raw
+
+clean_data: download_data
+	python scripts/clean_data.py \
+		--raw-data='data/raw/ObesityDataSet_raw_data_sinthetic.csv' \
+		--name='ObesityDataSet_processed_data.csv' --data-to="data/processed/" \
+		--plot-to="results/figures" \
+		--html-to="results/htmls
+
+split_preprocess_data: clean_data
+	python scripts/clean_data.py \
+		--raw-data='data/raw/ObesityDataSet_raw_data_sinthetic.csv' \
+		--name='ObesityDataSet_processed_data.csv' --data-to="data/processed/" \
+		--plot-to="results/figures" \
+		--html-to="results/htmls
+
+eda: split_preprocess_data
+	python scripts/eda.py \
+		--training_data_split=data/processed/obesity_train.csv \
+		--plot_path=results/figures/
+
+fit_obesity_classifier: eda
+	python scripts/fit_obesity_classifier.py \
+		--encoded-train-data=data/processed/obesity_train_target_encoding.csv \
+		--data-to=results/tables --preprocessor=results/models/obesity_preprocessor.pickle \
+		--seed=522 --pipeline-to=results/models
+
+evaluate_models: fit_obesity_classifier
+	python scripts/evaluate_models.py \
+		--test-data=data/processed/obesity_test_target_encoding.csv \
+		--pipeline-path=results/models/trained_pipelines.pkl \
+		--data-to=results/tables \
+		--plot-to=results/figures
+
+render_report: evaluate_models
+	quarto render report/obesity_level_predictor_report.qmd --to html
+
+clean:
+	rm -f results/isles.dat \
+		results/abyss.dat \
+		results/last.dat \
+		results/sierra.dat
+	rm -f results/figure/isles.png \
+		results/figure/abyss.png \
+		results/figure/last.png \
+		results/figure/sierra.png	
+	rm -rf report/count_report.html \
+		report/count_report_files	
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