• About Parag Kar
  • Contact Us
Sunday, June 1, 2025
  • Login
  • Register
ParagKar.
  • Home
  • Telecom & IT
    • 5G Network
    • 6G Innovation
    • App Market Dynamics
    • Artificial Intelligence
    • Broadcast Regulation
    • Broadcasting Technology
    • Cybersecurity
    • Data Protection
    • Digital Market Reform
    • Digital Regulation
    • India Manufacturing
    • Intellectual Property
    • Mobile Business Strategy
    • Mobile Technology
    • Net Neutrality
    • Network Monetization
    • OTT Regulation
    • Policy Development
    • Privacy & Security
    • Satellite Communication
    • Satellite Spectrum Policy
    • Spectrum Auctions
    • Spectrum Policy
    • Telecom Business Challenges
    • Telecom Judgements
  • Economics & Finance
    • Banking & Personal Finance
    • Budget Analysis
    • Consumer Economics
    • Fiscal Strategy
    • GDP Analysis
    • Global Economic Trends
    • Goods & Service Tax
    • Indian Fiscal Policy
    • Inflation Analysis
    • Investment Dynamics
    • Make in India
    • Monetary Policy
  • Data Stories
    Economics & Finance Data Stories
    • Bank Credit
    • Central Bank Policies
    • Domestic Markets
    • Economic Indicators
    • External Sector
    • Indian Trade
    • State Finance & Budget
    • National Finance & Budget
    • RBI Surveys
    • Taxation & Fiscal Policy
    Telecom & IT Data Stories
    • Budget Analysis
    • India Broadband
    • India Manufacturing
    • Operator Fees
    • Operator Metric
    • Telecom KPI
    • Spectrum Auctions
  • Learn & Build
    • Python Skills
  • Videos
    Telecom & IT Videos
    • India's AGR Debacle
    • IT Rules Litigation
    • Operator Financials
    • Satellite Spectrum
    • Telecom Security
    Economics & Finance Videos
    • Inflation Analysis
    • National Income
    Learn & Build Videos
    • Python Skills
No Result
View All Result
Subscribe
ParagKar.
  • Home
  • Telecom & IT
    • 5G Network
    • 6G Innovation
    • App Market Dynamics
    • Artificial Intelligence
    • Broadcast Regulation
    • Broadcasting Technology
    • Cybersecurity
    • Data Protection
    • Digital Market Reform
    • Digital Regulation
    • India Manufacturing
    • Intellectual Property
    • Mobile Business Strategy
    • Mobile Technology
    • Net Neutrality
    • Network Monetization
    • OTT Regulation
    • Policy Development
    • Privacy & Security
    • Satellite Communication
    • Satellite Spectrum Policy
    • Spectrum Auctions
    • Spectrum Policy
    • Telecom Business Challenges
    • Telecom Judgements
  • Economics & Finance
    • Banking & Personal Finance
    • Budget Analysis
    • Consumer Economics
    • Fiscal Strategy
    • GDP Analysis
    • Global Economic Trends
    • Goods & Service Tax
    • Indian Fiscal Policy
    • Inflation Analysis
    • Investment Dynamics
    • Make in India
    • Monetary Policy
  • Data Stories
    Economics & Finance Data Stories
    • Bank Credit
    • Central Bank Policies
    • Domestic Markets
    • Economic Indicators
    • External Sector
    • Indian Trade
    • State Finance & Budget
    • National Finance & Budget
    • RBI Surveys
    • Taxation & Fiscal Policy
    Telecom & IT Data Stories
    • Budget Analysis
    • India Broadband
    • India Manufacturing
    • Operator Fees
    • Operator Metric
    • Telecom KPI
    • Spectrum Auctions
  • Learn & Build
    • Python Skills
  • Videos
    Telecom & IT Videos
    • India's AGR Debacle
    • IT Rules Litigation
    • Operator Financials
    • Satellite Spectrum
    • Telecom Security
    Economics & Finance Videos
    • Inflation Analysis
    • National Income
    Learn & Build Videos
    • Python Skills
No Result
View All Result
ParagKar.
No Result
View All Result

Python – Processing Raw Excel Files

Learn how to enhance data curation for visualizations by automating the process of preparing messy data, like RBI's weekly Foreign Exchange Reserves, using Python to save time and improve efficiency

Parag Kar by Parag Kar
27 Sep, 2023 - Updated On 21 Nov, 2024
in Python Skills
Reading Time: 5 mins read
0
Share on Twitter

I’d like to share some valuable tips on how you can greatly enhance your data curation skills for the purpose of visualization. Let’s begin with the example of processing RBI data for weekly Foreign Exchange Reserves. When you download the file, it typically appears like this:

The primary challenge in handling this data sheet is its header structure, which spans two rows and includes merged cells. Consequently, if you were to simply copy and paste the data onto a different sheet, it might end up looking like this:

You might also like

From Chaos to Clarity: Preparing Data for Seamless Visualization

From Chaos to Clarity: Preparing Data for Seamless Visualization

23 Dec, 2024
Python – Processing TRAI’s Subscription Report

Python – Processing TRAI’s Subscription Report

21 Nov, 2024

Subscribe

Get access to all our premium content. Over 400+ exclusive pieces just for you!
Subscribe Now

Buy This Content

Unlock this post once and keep it forever. Gateway to exclusive insights for a lifetime.
Unlock Now
Tags: Automating Excel TasksData CleaningData Visualization PreparationExcel to CSV ConversionFinancial Data AnalysisForeign Exchange ReservesPandas DataFramesPython Excel ProcessingResampling DataTime-saving Automation
Parag Kar

Parag Kar

Related Stories

From Chaos to Clarity: Preparing Data for Seamless Visualization

From Chaos to Clarity: Preparing Data for Seamless Visualization

by Parag Kar
23 Dec, 2024
0

Data is often not available in a format suitable for immediate visualization. Preparing such data requires extensive processing that goes...

Python – Processing TRAI’s Subscription Report

Python – Processing TRAI’s Subscription Report

by Parag Kar
21 Nov, 2024
0

Every month, TRAI releases its Telecom Subscription Reports in a notoriously challenging format. I've tested numerous paid and free PDF tools, all...

Automating Extraction of Data from TRAI’s Financial Report

Automating Extraction of Data from TRAI’s Financial Report

by Parag Kar
15 Oct, 2024 - Updated On 18 Oct, 2024
0

Every quarter, the Telecom Regulatory Authority of India releases a comprehensive report on the Financial Data of the Indian Telecom Industry. This...

Python – Processing RBI’s Daily Settlement Data

Python – Processing RBI’s Daily Settlement Data

by Parag Kar
30 Sep, 2023 - Updated On 21 Nov, 2024
0

Every day, the RBI releases settlement data for various payment transactions. However, processing this data poses a significant challenge due to its...

Next Post
Analysing the Operation of MWA and Satellite Services in the Same Spectrum Bands

Analysing the Operation of MWA and Satellite Services in the Same Spectrum Bands

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

  • About Parag Kar
  • Contact Us
  • Terms & Conditions
  • Privacy Policy
  • Cancellation and Refund

© 2024 Parag Kar - All rights reserved.

Welcome Back!

Sign In with Facebook
Sign In with Google
Sign In with Linked In
OR

Login to your account below

Forgotten Password? Sign Up

Create New Account!

Sign Up with Facebook
Sign Up with Google
Sign Up with Linked In
OR

Fill the forms bellow to register

All fields are required. Log In

Retrieve your password

Please enter your username or email address to reset your password.

Log In
No Result
View All Result
  • Home
  • Telecom & IT
    • 5G Network
    • 6G Innovation
    • App Market Dynamics
    • Artificial Intelligence
    • Broadcast Regulation
    • Broadcasting Technology
    • Cybersecurity
    • Data Protection
    • Digital Market Reform
    • Digital Regulation
    • India Manufacturing
    • Intellectual Property
    • Mobile Business Strategy
    • Mobile Technology
    • Net Neutrality
    • Network Monetization
    • OTT Regulation
    • Policy Development
    • Privacy and Security
    • Satellite Communication
    • Satellite Spectrum Policy
    • Spectrum Auctions
    • Spectrum Policy
    • Telecom Business Challenges
    • Telecom Judgements
    • Telecom Partnerships
    • Telecom Regulation
    • Telecom Security
    • Wireless Technology
  • Economics & Finance
    • Banking & Personal Finance
    • Budget Analysis
    • Consumer Economics
    • Fiscal Strategy
    • GDP Analysis
    • Global Economic Trends
    • Goods & Service Tax
    • Indian Fiscal Policy
    • Inflation Analysis
    • Investment Dynamics
    • Make in India
    • Monetary Policy
  • Data Stories
    • Economics & Finance Data Stories
      • Bank Credit
      • Central Bank Policies
      • Domestic Markets
      • Economic Indicators
      • External Sector
      • Global Economic Trends
      • Global Gold Trading
      • Government Debt
      • Indian Trade
      • International Finance
      • State Finance & Budget
      • National Finance & Budget
      • RBI Surveys
      • Taxation & Fiscal Policy
    • Telecom & IT Data Stories
      • Budget Analysis
      • India Broadband
      • India Manufacturing
      • Operator Fees
      • Operator Metric
      • Spectrum Auctions
      • Telecom KPI
  • Learn & Build
    • Python Skills
  • Videos
    • Telecom & IT Videos
      • India Broadband
      • India’s AGR Debacle
      • IT Rules Litigation
      • Operator Financials
      • Satellite Spectrum
      • Tech Strategy
      • Telecom Licensing
      • Telecom Security
    • Economics & Finance Videos
      • Inflation Analysis
      • State Finance & Budget
    • Learn & Build Videos
      • Python Skills
Subscribe
  • Login
  • Sign Up
  • Cart

© 2024 Parag Kar - All rights reserved.

Are you sure want to unlock this post?
Unlock left : 0
Are you sure want to cancel subscription?