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index.html
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<!DOCTYPE html>
<!--
Full Motion by TEMPLATED
templated.co @templatedco
Released for free under the Creative Commons Attribution 3.0 license (templated.co/license)
-->
<html>
<head>
<title>Portfolio</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<link rel="stylesheet" href="./assets/css/main.css" />
<link rel="stylesheet" href="./assets/css/particle.css" />
</head>
<body id="top">
<div class="above-the-fold">
<div id="particles-js">
<!-- <div class="btext"> -->
<section id="banner">
<div class="inner" id="output">
<h1></h1>
<br />
<p1></p1><br /><br />
<p2></p2><br /><br />
<p3></p3>
<p4></p4> <br /><br /><br />
<ul class="icons">
<li>
<a
href="https://github.com/AbshkPskr/Data-science-portfolio"
class="icon fa-github"
target="_blank"
><span class="label">Github</span></a
>
</li>
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<a
href="https://www.linkedin.com/in/abshkpskr/"
class="icon fa-linkedin"
target="_blank"
><span class="label">Linkedin</span></a
>
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<li>
<a
href="mailto:[email protected]"
class="icon fa-envelope"
target="_blank"
><span class="label">Email</span></a
>
</li>
<li>
<a
href="resume/resume.pdf"
class="icon fa-sticky-note-o"
target="_blank"
><span class="label">Email</span></a
>
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</ul>
<a href="#title" class="more" style="margin-top: 9em;"
>Learn More</a
>
</div>
</section>
</div>
</div>
<!-- Main -->
<div id="title">
<div class="thumbnails">
<h1>Data Analysis and Visualization</h1>
</div>
</div>
<div id="main">
<div class="inner">
<!-- Boxes -->
<div class="thumbnails">
<div class="box">
<a
href="COVID/COVID_19_GLOBAL.html"
class="image fit"
target="_blank"
><img src="images/CoronaGlobal.jpg" alt=""
/></a>
<div class="inner">
<h3>COVID-19 Global Analysis</h3>
<p>
A deep analysis on global spread of coronavirus. This study
includes daily count of cases, map plotting, spread rate,
testing rate, mortality rate, age analysis for all countries
represented using interactive visualization.
</p>
<a
href="COVID/COVID_19_GLOBAL.html"
class="button fit"
target="_blank"
>IPython Notebook</a
>
<a
href="https://colab.research.google.com/github/AbshkPskr/Covid-19-Analysis/blob/master/COVID_19_GLOBAL.ipynb"
class="button fit"
target="_blank"
>Open in Google Colab</a
>
</div>
</div>
<div class="box">
<a
href="COVID/COVID_19_INDIA.html"
class="image fit"
target="_blank"
><img src="images/CoronaIndia.jpg" alt=""
/></a>
<div class="inner">
<h3>COVID-19 India Analysis</h3>
<p>
A graphical representaion and forcasting of spread of
coronavirus in India. Comparing different states mortality and
spread rate. It also includes age and sex analysis and the
decisions took by the government to contain the virus.
</p>
<a
href="COVID/COVID_19_INDIA.html"
class="button fit"
target="_blank"
>IPython Notebook</a
>
<a
href="https://colab.research.google.com/github/AbshkPskr/Covid-19-Analysis/blob/master/COVID_19_INDIA.ipynb"
class="button fit"
target="_blank"
>Open in Google Colab</a
>
</div>
</div>
</div>
</div>
</div>
<div id="title">
<div class="thumbnails">
<h1>Predictive Modelling</h1>
</div>
</div>
<div id="main">
<div class="inner">
<!-- Boxes -->
<div class="thumbnails">
<div class="box">
<a
href="predictive modelling/BikeRental.html"
class="image fit"
target="_blank"
><img src="images/BikeRental.jpg" alt=""
/></a>
<div class="inner">
<h3>Bike Rental</h3>
<p>
A model to predict the number of bikes going on rent using
previous two years data. Data includes features like season,
weather condition, humidity, windspeed etc. An analysis on these
factors is done to indicate the relation with the outcome.
</p>
<br />
<a
href="predictive modelling/BikeRental.html"
class="button fit"
target="_blank"
>Ipython Notebook</a
>
<a
href="https://github.com/AbshkPskr/Edwisor-projects/tree/master/Bike-Rental"
class="button fit"
target="_blank"
>Github Repository</a
>
</div>
</div>
<div class="box">
<a
href="predictive modelling/BikeRental.html"
class="image fit"
target="_blank"
><img src="images/Employee.jpg" alt=""
/></a>
<div class="inner">
<h3>Employee Absenteeism</h3>
<p>
This project targets the study of underlying factors that causes
employees absenteeism. Factors like reason for absence, chronic
diseases, money spend in commute, distance between office and
home, number of children etc are used to predict the absenteeism
behaviour of an employee.
</p>
<a
href="predictive modelling/EmployeeAbsenteeism.html"
class="button fit"
target="_blank"
>Ipython Notebook</a
>
<a
href="https://github.com/AbshkPskr/Edwisor-projects/tree/master/Employee-Absenteeism"
class="button fit"
target="_blank"
>Github Repository</a
>
</div>
</div>
</div>
</div>
</div>
<div id="title">
<div class="thumbnails">
<h1>Machine Learning</h1>
</div>
</div>
<div id="main">
<div class="inner">
<!-- Boxes -->
<div class="thumbnails">
<div class="box">
<a
href="http://abshkpskr211.pythonanywhere.com/"
class="image fit"
target="_blank"
><img src="images/Food.jpg" alt=""
/></a>
<div class="inner">
<h3>Zomato Reviews Analysis</h3>
<p>A Dashboard demonstrating Sentimental and Emotional analysis of top rated restaurants reviews located in NCR.</p>
<br />
<a
href="http://abshkpskr211.pythonanywhere.com/"
class="button fit"
target="_blank"
>Open App</a
>
</div>
</div>
<div class="box">
<a
href="http://deployedapp1.pythonanywhere.com/"
class="image fit"
target="_blank"
><img src="images/Sentimental.jpg" alt=""
/></a>
<div class="inner">
<h3>Twitter Sentimental analysis</h3>
<p>
Sentimental analysis of tweets using twitter API and textblob in
python. This webapp checks the polarity of every tweet
seperately and shows the percentage of different opinions on a
piechart.
</p>
<a
href="http://deployedapp1.pythonanywhere.com/"
class="button fit"
target="_blank"
>Open App</a
>
</div>
</div>
</div>
</div>
</div>
<div id="title">
<div class="thumbnails">
<h1>Articles</h1>
</div>
</div>
<div id="main">
<div class="inner">
<!-- Boxes -->
<div class="thumbnails">
<div class="box">
<a
href="https://medium.com/@282abhishek/using-plotly-with-nbconvert-in-google-colab-96834c4f2850"
class="image fit"
target="_blank"
><img src="images/nbconvert.jpg" alt=""
/></a>
<div class="inner">
<h3>plotly with nbconvert in google colab</h3>
<p>
A short walkthrough to convert IPython notebooks
to HTML containing plotly visuallizations.
</p>
<a
href="https://medium.com/@282abhishek/using-plotly-with-nbconvert-in-google-colab-96834c4f2850"
class="button fit"
target="_blank"
>Open</a
>
</div>
</div>
<div class="box">
<a
href="https://medium.com/@282abhishek/creating-an-animated-world-map-timeline-with-plotly-choropleth-57398324290"
class="image fit"
target="_blank"
><img src="images/choropleth.gif" alt=""
/></a>
<div class="inner">
<h3>Plotly animated choropleth</h3>
<p>
Tutorial on how to create animated world map changing colors
with date. The data used is of the ongoing COVID-19 pandemic
global data.
</p>
<a
href="https://medium.com/@282abhishek/creating-an-animated-world-map-timeline-with-plotly-choropleth-57398324290"
class="button fit"
target="_blank"
>Open</a
>
</div>
</div>
</div>
</div>
</div>
<!-- Footer -->
<footer id="footer">
<div class="inner">
<h2>Get in touch.</h2>
<p>
Have work opportunities? Want to collaborate on a project? Need
advice? Or maybe grab some coffee? <br /><br />
You can also shoot an email to
<a href="mailto:[email protected]">[email protected].</a>
</p>
<a href="resume/resume.pdf" target="_blank">Download Resume</a>
<br />
<br />
<ul class="icons">
<li>
<a
href="https://github.com/AbshkPskr/Data-science-portfolio"
class="icon fa-github"
target="_blank"
><span class="label">Github</span></a
>
</li>
<li>
<a
href="https://www.linkedin.com/in/abshkpskr/"
class="icon fa-linkedin"
target="_blank"
><span class="label">Linkedin</span></a
>
</li>
<li>
<a
href="mailto:[email protected]"
class="icon fa-envelope"
target="_blank"
><span class="label">Email</span></a
>
</li>
<li>
<a
href="resume/resume.html"
class="icon fa-sticky-note-o"
target="_blank"
><span class="label">Email</span></a
>
</li>
</ul>
<!-- <p class="copyright">© Untitled. Design: <a href="https://templated.co">TEMPLATED</a>. Images: <a
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