Skill Topic · Cinematic

⏰ Time Series Visualization — Time Pe Data Dikhao

📘 Course: Data Science | 📑 Topic #31 | 🏷️ Section 4: Data Visualization ⬅️ 30-Geo-Visualization |…

Overview

⏰ Time Series Visualization — Time Pe Data Dikhao — Quick Facts

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📑 Topic #31: 🏷️ Section 4: Data Visualization

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> ⬅️ [30-Geo-Visualization](30-Geo-Visualization.md): ➡️ 32-Streamlit-Dashboard

Topic 1

🎯 Is Topic Me Kya Seekhoge?

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Time Series Visualization kya hai…

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Chart Types — line, area,…

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Components — trend, seasonality,…

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Interactive — zoom, pan, range…

Topic 2

📊 Time Series Visualization Ka Big Picture

💾 ` ┌─────────────────────────────────────────────────────┐ │ TIME SERIES VISUALIZATION │ │…

Topic 3

⏰ Time Series Data Kya Hota Hai?

🗄️ ` ┌──────────────────────────────────────────────────┐ │ TIME SERIES = Ordered data…

Topic 4

📅 Time Series Frequency Types

📈 ` ┌─────────────────────────────────────────────────┐ │ FREQUENCY TYPES │ │ │ │ ⚡ High…

Topic 5

📈 Chart Type #1: Basic Line Chart

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

Topic 6

📊 Chart Type #2: Multi-Line Comparison

📉 `python ======================================== 📊 Multiple Time Series Comparison…

Topic 7

📊 Chart Type #3: Area Chart (Filled)

🧮 `python ======================================== 📊 Stacked Area Chart…

Topic 8

🕯️ Chart Type #4: Candlestick Chart (Financial)

🌐 `python ======================================== 🕯️ Candlestick Chart — Stock Data…

Topic 9

🔥 Chart Type #5: Calendar Heatmap

📊 `python ======================================== 🔥 Calendar Heatmap…

Topic 10

🔬 Chart Type #6: Time Series Decomposition

💾 `python ======================================== 🔬 Time Series Decomposition Plot…

Topic 11

📊 Chart Type #7: Rolling Statistics

🗄️ `python ======================================== 📊 Rolling Mean, Std, Min, Max…

Topic 12

📊 Chart Type #8: Seasonal Plot

📈 `python ======================================== 📊 Seasonal Subseries Plot…

Topic 13

🎯 Chart Type #9: Anomaly Highlighting

🔍 `python ======================================== 🎯 Time Series Anomaly Detection Viz…

Topic 14

✨ Interactive Time Series — Plotly

📉 `python ======================================== ✨ Interactive Time Series — Plotly…

Topic 15

📊 Full Python Class: TimeSeriesVizEngine

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

Topic 16

📊 Comparison Table — Time Series Chart Types

Topic 17

🎯 Kab Kaunsa Chart Use Karo?

📊 ` ┌─────────────────────────────────────────────────┐ │ DECISION TREE — Chart Selection 🎯…

Topic 18

🧠 Quiz Time!

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A) Any feature

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B) Target variable

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C) Date/Time ✅

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D) Category

Topic 19

📌 Key Takeaways

🗄️ | Concept | Yaad Rakho | |---------|------------| | Time Series | Time-ordered data,…

Topic 20

⬅️ [30-Geo-Visualization](30-Geo-Visualization.md) | ➡️ [32-Streamlit-Dashboard](32-Streamlit-Dashboard.md)

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Comparison

📊 Comparison Table — Time Series Chart Types

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Line: Basic trend

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Multi-line: Comparison

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Area: Volume/share

Quick Quiz

Quiz — Question 1

⏰ Time Series Visualization — Time Pe Data Dikhao ka sabse sahi definition kya hai?

Complete! 🎉

⏰ Time Series Visualization — Time Pe Data Dikhao Complete!

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