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Course Project on EDA with Python

Analysis on Video Game Dataset

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# Jovian Commit Essentials
# Please retain and execute this cell without modifying the contents for `jovian.commit` to work
!pip install jovian --upgrade -q
import jovian
jovian.utils.colab.set_colab_file_id('1lL8RZ3gBZKQOCrihICM0ZwhIr_sygtrG')
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# Jovian Commit Essentials
# Please retain and execute this cell without modifying the contents for `jovian.commit` to work
!pip install jovian --upgrade -q
import jovian
jovian.utils.colab.set_colab_file_id('1oGwjXryw_WfZHVPnlD0Y4zJlnZBbMqDT')

Exploratory analysis on Video Games Sales data

This Project is to perform the analysis on the Video Games Sales dataset. Here we use various libraries of Python for visualization of Data. The Dataset which is Used in Project is from Kaggle (👈 Click to Download)

The Libraries I used in Project are:


Introduction

The Data visualization is the graphic representation of data. It involves producing images that communicate relationships among the represented data to viewers. Visualizing data is an essential part of data analysis and machine learning. In this tutorial, we'll use Python libraries Matplotlib and Seaborn to learn and apply some popular data visualization techniques.


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project_name = "analysis-on-videogames-sales-data"
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!pip install jovian --upgrade -q
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import jovian
import matplotlib.pyplot as plt
import seaborn as sns
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jovian.commit(project=project_name)
[jovian] Attempting to save notebook..

Data Preparation and Cleaning

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import jovian
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jovian.commit()
[jovian] Attempting to save notebook.. [jovian] Updating notebook "aakashns/zerotopandas-course-project-starter" on https://jovian.ml/ [jovian] Uploading notebook.. [jovian] Capturing environment.. [jovian] Committed successfully! https://jovian.ml/aakashns/zerotopandas-course-project-starter

Exploratory Analysis and Visualization

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import jovian
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jovian.commit()
[jovian] Attempting to save notebook.. [jovian] Updating notebook "aakashns/zerotopandas-course-project-starter" on https://jovian.ml/ [jovian] Uploading notebook.. [jovian] Capturing environment.. [jovian] Committed successfully! https://jovian.ml/aakashns/zerotopandas-course-project-starter

Asking and Answering Questions

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import jovian
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jovian.commit()
[jovian] Attempting to save notebook.. [jovian] Updating notebook "aakashns/zerotopandas-course-project-starter" on https://jovian.ml/ [jovian] Uploading notebook.. [jovian] Capturing environment.. [jovian] Committed successfully! https://jovian.ml/aakashns/zerotopandas-course-project-starter

Inferences and Conclusion

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import jovian
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jovian.commit()
[jovian] Attempting to save notebook.. [jovian] Updating notebook "aakashns/zerotopandas-course-project-starter" on https://jovian.ml/ [jovian] Uploading notebook.. [jovian] Capturing environment.. [jovian] Committed successfully! https://jovian.ml/aakashns/zerotopandas-course-project-starter

References and Future Work

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import jovian
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jovian.commit()
[jovian] Attempting to save notebook..
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