Skill Topic · Cinematic

📝 EDA for Text Data — Text Data Ko Samjho

📘 Course: Data Science | 📑 Topic #38 | 🏷️ Section 5: Exploratory Data Analysis ⬅️ 37-Automated-EDA…

Overview

📝 EDA for Text Data — Text Data Ko Samjho — Quick Facts

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📑 Topic #38: 🏷️ Section 5: Exploratory Data…

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> ⬅️ [37-Automated-EDA](37-Automated-EDA.md): ➡️ 39-EDA-Image-Data

Topic 1

🎯 Is Topic Me Kya Seekhoge?

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Text EDA kya hai — text data me…

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Basic Text Stats — length, word…

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Tokenization — text ko tokens me…

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Frequency Analysis — most common…

Topic 2

📝 Text EDA Ka Framework

💾 ` ┌──────────────────────────────────────────────────────────────┐ │ TEXT EDA PIPELINE 📝…

Topic 3

📊 Step 1: Basic Text Stats

🗄️ `python import pandas as pd import numpy as np import matplotlib.pyplot as plt import…

Topic 4

📊 Step 2: Text Cleaning Pipeline

📈 `python ======================================== 🧹 Text Cleaning Pipeline…

Topic 5

📊 Step 3: Word Frequency & N-Grams

🔍 `python ======================================== 📊 Word Frequency Analysis…

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📊 Step 4: Word Cloud

📉 `python ======================================== ☁️ Word Cloud — Visual Word Frequencies…

Topic 7

📊 Step 5: Sentiment Analysis

🧮 `python ======================================== 😊 Sentiment Analysis — Text Ka Mood…

Topic 8

📊 Step 6: NLTK / TextBlob Based Analysis

🌐 `python ======================================== 📊 Advanced Text EDA (NLTK/TextBlob)…

Topic 9

📊 Full Python Class: TextEDAEngine

📊 `python from dataclasses import dataclass, field from typing import Optional import…

Topic 10

🧠 Quiz Time!

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A) Model train karna

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B) Word cloud banana

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C) Basic text stats nikalna…

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D) Sentiment analysis

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📌 Key Takeaways

🗄️ | Concept | Yaad Rakho | |---------|------------| | Basic Stats | Length, word count,…

Topic 12

⬅️ [37-Automated-EDA](37-Automated-EDA.md) | ➡️ [39-EDA-Image-Data](39-EDA-Image-Data.md)

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Quick Quiz

Quiz — Question 1

📝 EDA for Text Data — Text Data Ko Samjho ka sabse sahi definition kya hai?

Complete! 🎉

📝 EDA for Text Data — Text Data Ko Samjho Complete!

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