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30_introduction_data_exploration.ipynb

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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Table of Contents\n",
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" - [Introduction to Libraries](#Introduction-to-Libraries)\n",
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" - [Why are libraries important?](#Why-are-libraries-important?)\n",
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" - [Finding the right Library](#Finding-the-right-Library)\n",
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" - [What is Pandas?](#What-is-Pandas?)\n",
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" - [Why We Need Pandas with Python](#Why-We-Need-Pandas-with-Python)\n",
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" - [How to use a library](#How-to-use-a-library)\n",
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" - [Installing a library](#Installing-a-library)\n",
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" - [Importing the library](#Importing-the-library)\n",
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" - [Accessing its functions](#Accessing-its-functions)\n",
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" - [Getting help and inspiration](#Getting-help-and-inspiration)\n",
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" - [First step: Data import and exploration](#First-step:-Data-import-and-exploration)\n",
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" - [Exercise reading in data](#Exercise-reading-in-data)\n",
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" - [Playground](#Playground)\n",
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" - [Data exploration](#Data-exploration)\n",
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" - [Building the plot from the scratch](#Building-the-plot-from-the-scratch)\n",
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" - [Steps:](#Steps:)\n",
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" - [Finding the limits <a name=\"limits\"></a>](#Finding-the-limits-<a-name=\"limits\"></a>)\n",
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" - [Cleaning missing values <a name=\"clean\"></a>](#Cleaning-missing-values-<a-name=\"clean\"></a>)\n",
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" - [Exercise: Complete Happiness](#Exercise:-Complete-Happiness)\n",
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" - [Adding regional indicator <a name=\"adding\"></a>](#Adding-regional-indicator-<a-name=\"adding\"></a>)\n",
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" - [Exercise: Final Happiness](#Exercise:-Final-Happiness)\n",
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" - [Plotting basic scatter plot <a name=\"scatter\"></a>](#Plotting-basic-scatter-plot-<a-name=\"scatter\"></a>)\n",
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" - [Making frames per year <a name=\"frames\"></a>](#Making-frames-per-year-<a-name=\"frames\"></a>)\n",
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" - [Adding slider bar for time scale <a name=\"slider\"></a>](#Adding-slider-bar-for-time-scale-<a-name=\"slider\"></a>)\n",
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" - [Adding pause-play button <a name=\"button\"></a>](#Adding-pause-play-button-<a-name=\"button\"></a>)\n",
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" - [Using bubble size as a variable <a name=\"size\"></a>](#Using-bubble-size-as-a-variable-<a-name=\"size\"></a>)\n",
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" - [Classify into categories <a name=\"color\"></a>](#Classify-into-categories-<a-name=\"color\"></a>)\n",
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" - [Exercise Frames with category](#Exercise-Frames-with-category)\n",
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" - [Bonus Exercise Fixing a library](#Bonus-Exercise-Fixing-a-library)\n",
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" - [References:](#References:)"
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"## Table of Contents\n",
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"- [Why are libraries important?](#Why-are-libraries-important?)\n",
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"- [Finding the right Library](#Finding-the-right-Library)\n",
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" - [What is Pandas?](#What-is-Pandas?)\n",
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" - [Why We Need Pandas with Python](#Why-We-Need-Pandas-with-Python)\n",
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" - [How to use a library](#How-to-use-a-library)\n",
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" - [Installing a library](#Installing-a-library)\n",
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" - [Importing the library](#Importing-the-library)\n",
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" - [Accessing its functions](#Accessing-its-functions)\n",
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" - [Getting help and inspiration](#Getting-help-and-inspiration)\n",
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"- [First step: Data import and exploration](#First-step:-Data-import-and-exploration)\n",
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"- [Exercise reading in data](#Exercise-reading-in-data)\n",
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"- [Playground](#Playground)\n",
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" - [Data exploration](#Data-exploration)\n",
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"- [Building the plot from the scratch](#Building-the-plot-from-the-scratch)\n",
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"- [Steps:](#Steps:)\n",
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"- [Finding the limits <a name=\"limits\"></a>](#Finding-the-limits-<a-name=\"limits\"></a>)\n",
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"- [Cleaning missing values <a name=\"clean\"></a>](#Cleaning-missing-values-<a-name=\"clean\"></a>)\n",
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" - [Exercise: Complete Happiness](#Exercise:-Complete-Happiness)\n",
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"- [Adding regional indicator <a name=\"adding\"></a>](#Adding-regional-indicator-<a-name=\"adding\"></a>)\n",
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" - [Exercise: Final Happiness](#Exercise:-Final-Happiness)\n",
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"- [Plotting basic scatter plot <a name=\"scatter\"></a>](#Plotting-basic-scatter-plot-<a-name=\"scatter\"></a>)\n",
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"- [Making frames per year <a name=\"frames\"></a>](#Making-frames-per-year-<a-name=\"frames\"></a>)\n",
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" - [Adding slider bar for time scale <a name=\"slider\"></a>](#Adding-slider-bar-for-time-scale-<a-name=\"slider\"></a>)\n",
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"- [Adding pause-play button <a name=\"button\"></a>](#Adding-pause-play-button-<a-name=\"button\"></a>)\n",
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"- [Using bubble size as a variable <a name=\"size\"></a>](#Using-bubble-size-as-a-variable-<a-name=\"size\"></a>)\n",
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"- [Classify into categories <a name=\"color\"></a>](#Classify-into-categories-<a-name=\"color\"></a>)\n",
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" - [Exercise Frames with category](#Exercise-Frames-with-category)\n",
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" - [Bonus Exercise Fixing a library](#Bonus-Exercise-Fixing-a-library)\n",
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" - [References:](#References:)"
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]
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},
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{
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],
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"metadata": {
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"kernelspec": {
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"display_name": "python-tutorial",
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.17"
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"nbformat": 4,

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