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Updated 4 years ago
!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