diff --git a/dockerfile b/dockerfile
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+++ b/dockerfile
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+FROM ubuntu:latest
+
+RUN apt update && apt install -y python3
+RUN apt install -y python3-pip 
+RUN pip3 install --user kaggle && pip3 install --user pandas && pip3 install scikit-learn && pip3 install matplotlib
+
+WORKDIR /app
+
+COPY ./avocado-preprocessing.sh ./
+
+CMD ./avocado-preprocessing.sh
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