Padhma Muniraj – Medium

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Padhma Muniraj
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The Startup

3 ways to filter Pandas DataFrame by column values

Some flexible approaches to combine multiple filters

4 min readMay 5, 2020

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3 ways to filter Pandas DataFrame by column values

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4

Padhma Muniraj

Visualizing QS World University Rankings

Exploring the educational institutions around the world from 2017 to 2022

10 min readFeb 18, 2022

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Visualizing QS World University Rankings

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Padhma Muniraj
in
Analytics Vidhya

3 ways to deal with SettingWithCopyWarning in Pandas

It doesn’t pay to ignore warnings. Even when they don’t make sense. — Debra Doyle

8 min readDec 22, 2021

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3 ways to deal with SettingWithCopyWarning in Pandas

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Padhma Muniraj
in
Analytics Vidhya

Loss functions to evaluate Regression Models

The objective of any machine learning model is to understand and learn patterns from the data which can further be used to make predictions…

15 min readDec 17, 2021

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Loss functions to evaluate Regression Models

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Padhma Muniraj
in
Analytics Vidhya

Analyzing popular repositories on GitHub

GitHub is one of the most popular version control and source code management platform. It is also one of the largest social networking…

8 min readJul 12, 2021

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Analyzing popular repositories on GitHub

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Padhma Muniraj
in
Analytics Vidhya

10 TED Talks that will inspire every Data Professional

There is a popular phrase in pop culture,

6 min readMay 17, 2021

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10 TED Talks that will inspire every Data Professional

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Padhma Muniraj
in
Analytics Vidhya

Python 3.9 is out! Explore 7 Exciting Python 3.9 Features That You Should Know

As famous author Wayne W.Dyer puts it,

6 min readOct 11, 2020

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Python 3.9 is out! Explore 7 Exciting Python 3.9 Features That You Should Know

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Padhma Muniraj
in
Towards Data Science

Timestamp Vs Timedelta Vs Time Period

Understanding Pandas Time Series data structures

5 min readJun 15, 2020

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Timestamp Vs Timedelta Vs Time Period

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1

Padhma Muniraj
in
Towards Data Science

Nitty-Gritty of Advanced Indexing in Pandas

Why Multi-level Indexing is not as daunting as it seems

6 min readApr 20, 2020

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Nitty-Gritty of Advanced Indexing in Pandas

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Padhma Muniraj
in
Better Programming

Recreate GitHub’s Contribution Graph Using Flask and Google Sheets

Consistency breeds consistency

8 min readApr 2, 2020

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Recreate GitHub’s Contribution Graph Using Flask and Google Sheets

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Padhma Muniraj

Padhma Muniraj

100K+ Views | Data Analysis 🔬| Data Visualization 📊 | ML 🤖 | DL 🦾 | NLP 💬 | https://www.linkedin.com/in/padhma-sahithya-muniraj/

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