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!pip install jovian --upgrade --quiet
WARNING: You are using pip version 20.1; however, version 20.1.1 is available. You should consider upgrading via the '/opt/conda/bin/python3.7 -m pip install --upgrade pip' command.

Fish Weight estimation

In this notebook we'll build a model to estimate the wight of fish based on dimensions.

We'll use the following dataset:
https://www.kaggle.com/aungpyaeap/fish-market

The work done here is partially based on the following notebook:

import pandas as pd

dataframe_raw = pd.read_csv('../input/fish-market-dataset/dataset.csv')
df = dataframe_raw.copy(deep=True)
df.rename(columns= {'Length1':'LengthVer', 'Length2':'LengthDia', 'Length3':'LengthCro'}, inplace=True)
df.head()

Data Visualization and Analysis

sp = dataframe_raw['Species'].value_counts()
sp = pd.DataFrame(sp)
sp.T