Analisis Data Berbasis Python — Peran Pandas dan Web Scraping

📰 Medium · Python

Learn how to analyze data using Python with Pandas and Web Scraping, and understand the role of Pandas in data manipulation and analysis

beginner Published 22 Apr 2026

Action Steps

Install Python and Pandas library
Import Pandas library and start working with Series and DataFrame data structures
Use Web Scraping to collect data from websites
Apply data manipulation and analysis techniques using Pandas
Visualize data using various libraries such as Matplotlib or Seaborn

Who Needs to Know This

Data analysts and scientists can benefit from this article to improve their skills in data analysis and manipulation using Python and Pandas. It can also be useful for web developers who need to scrape data from websites.

Key Insight

💡 Pandas is a powerful library for data manipulation and analysis in Python

Key Takeaways

Learn how to analyze data using Python with Pandas and Web Scraping, and understand the role of Pandas in data manipulation and analysis

Full Article

Title: Analisis Data Berbasis Python — Peran Pandas dan Web Scraping

URL Source: https://medium.com/@asmarindaayesha/analisis-data-berbasis-python-peran-pandas-dan-web-scraping-c07244770c14?source=rss------python-5

Published Time: 2026-04-22T01:45:58Z

Markdown Content:
# Analisis Data Berbasis Python — Peran Pandas dan Web Scraping | by Ayesha Asra Asmarinda | Apr, 2026 | Medium

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# **Analisis Data Berbasis Python — Peran Pandas dan Web Scraping**

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Tugas Pemograman dan Data Raya Lanjutan

Dosen Pengampu : Sabo Hermawan, S.Kom., M.Si.

Nama : Ayesha Asra Asmarinda

Prodi : S1 Bisnis Digital (C)

Universitas Negeri Jakarta

## Materi PDRL BAB 2 Manipulasi Data Tabular

### Apa itu Pandas?

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![Image 4](https://miro.medium.com/v2/resize:fit:700/0*f4Ptg_YcxDSNLAfu.jpeg)

Pandas merupakan salah satu library penting dalam Python yang digunakan untuk mengelola dan menganalisis data secara efisien. Pandas menjadi alat yang mempermudah proses dalam mengelola data. Selain itu, Pandas banyak digunakan dalam berbagai bidang dari analisis bisnis hingga machine learning.

### Struktur Data Utama di Pandas

1. Series

Series merupakan struktur data paling dasar dalam pandas yang berisi nilai dan indeks. Indeks ini membantu dalam mengakses data tidak hanya berdasarkan posisi, tetapi juga label.

2. DataFrame

DataFrame merupakan struktur utama dalam Pandas yang berbe

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Analisis Data Berbasis Python — Peran Pandas dan Web Scraping

Key Takeaways

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