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How to Read a CSV File from Amazon S3 Using Python (With Headers and Rows Displayed)

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  Introduction If you’re working with cloud data, especially on AWS, chances are you’ll encounter data stored in CSV files inside an Amazon S3 bucket . Whether you're building a data pipeline or a quick analysis tool, reading data directly from S3 in Python is a fast, reliable, and scalable way to get started. In this blog post, we’ll walk through: Setting up access to S3 Reading a CSV file using Python and Boto3 Displaying headers and rows Tips to handle larger datasets Let’s jump in! What You’ll Need An AWS account An S3 bucket with a CSV file uploaded AWS credentials (access key and secret key) Python 3.x installed boto3 and pandas libraries installed (you can install them via pip) pip install boto3 pandas Step-by-Step: Read CSV from S3 Let’s say your S3 bucket is named my-data-bucket , and your CSV file is sample-data/employees.csv . ✅ Step 1: Import Required Libraries import boto3 import pandas as pd from io import StringIO boto3 is...

How to Prepare Resume Using Online Tool

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Here are five ideas to prepare resume using online tools. The resume surely will impress  HR and interviewer. Ideas for Online Resume Here is an open-source tool so that anyone can build a digital resume on their own domain . (It’s free.)  Don’t just showcase your relevant work experience; showcase your personality.  Set up a professional email, preferably at your own domain name.  Empower others to spread the message for you (Social media) Think outside the box to creatively get the attention of decision makers. Related 7 Tips to prepare resume Exclusive ideas to prepare resume for IT jobs