class: center, middle, inverse, title-slide .title[ # ASSIGNMENT-VISUALIZATION ] .subtitle[ ## World Happiness ] .author[ ### GROUP 6 ] .date[ ### 2024-03-09 ] --- # Table of contents ##I. Tổng quan về dữ liệu ##II. Thống kê mô tả ##III. World Happiness Report giai đoạn 2013-2022 ##IV. World Happiness Report trong năm 2022 --- # I. Tổng quan về dữ liệu ## 1.1. Nguồn gốc của bộ dữ liệu - Bộ dữ liệu "World Happiness" được lấy từ website <https://worldhappiness.report>. World Happiness Report hay Báo cáo Hạnh phúc Thế giới là báo cáo hằng năm của Liên Hợp Quốc đo lường mức độ hạnh phúc của các quốc gia. Dữ liệu chủ yếu lấy từ Gallup World Poll và dựa trên xếp hạng của người trả lời về cuộc sống của chính họ. - Đây là dữ liệu về thang đo chỉ số hạnh phúc trên thế giới một tài nguyên quan trọng trong việc nghiên cứu và đánh giá sự phát triển của các quốc gia trên toàn cầu. - Thường chứa thông tin về một loạt các chỉ số và yếu tố ảnh hưởng đến mức độ hạnh phúc và chất lượng cuộc sống của người dân, từ GDP bình quân đầu người, tuổi thọ trung bình, đến mức độ hỗ trợ xã hội và tự do cá nhân... - Dữ liệu được sử dụng trong bài được lấy trong giai đoạn 2013-2022 của 132 quốc gia. --- # I. Tổng quan về dữ liệu ## 1.2. Tìm hiểu các biến <table class="table table-striped" style="width: auto !important; margin-left: auto; margin-right: auto;"> <caption>Data “Life_ladder” label and description</caption> <thead> <tr> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;"> Feature_Name </th> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;"> Type </th> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;"> Label_Description </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> Country </td> <td style="text-align:left;"> Character </td> <td style="text-align:left;"> Tên quốc gia </td> </tr> <tr> <td style="text-align:left;"> Continent </td> <td style="text-align:left;"> Factor </td> <td style="text-align:left;"> Lục địa (6 categories) </td> </tr> <tr> <td style="text-align:left;"> Income_Group </td> <td style="text-align:left;"> Factor </td> <td style="text-align:left;"> Nhóm thu nhập (4 categories) </td> </tr> <tr> <td style="text-align:left;"> Life_Ladder </td> <td style="text-align:left;"> Numeric </td> <td style="text-align:left;"> Mức độ hạnh phúc của quốc gia </td> </tr> <tr> <td style="text-align:left;"> Log_GDP_per_capita </td> <td style="text-align:left;"> Numeric </td> <td style="text-align:left;"> Logarit của GDP bình quân đầu người </td> </tr> <tr> <td style="text-align:left;"> Social_support </td> <td style="text-align:left;"> Numeric </td> <td style="text-align:left;"> Chỉ số hỗ trợ xã hội </td> </tr> <tr> <td style="text-align:left;"> Healthy_life_expectancy_at_birth </td> <td style="text-align:left;"> Numeric </td> <td style="text-align:left;"> Số năm trung bình sống khỏe mạnh </td> </tr> <tr> <td style="text-align:left;"> Freedom_to_make_like_choices </td> <td style="text-align:left;"> Numeric </td> <td style="text-align:left;"> Chỉ số tự do lựa chọn cuộc sống </td> </tr> <tr> <td style="text-align:left;"> Generosity </td> <td style="text-align:left;"> Numeric </td> <td style="text-align:left;"> Sự hào phóng </td> </tr> <tr> <td style="text-align:left;"> Perceptions_of_corruption </td> <td style="text-align:left;"> Numeric </td> <td style="text-align:left;"> Mức độ nhận thức về tham nhũng </td> </tr> <tr> <td style="text-align:left;"> Positive_affect </td> <td style="text-align:left;"> Numeric </td> <td style="text-align:left;"> Ảnh hưởng tích cực </td> </tr> <tr> <td style="text-align:left;"> Negative_affect </td> <td style="text-align:left;"> Numeric </td> <td style="text-align:left;"> Ảnh hưởng tiêu cực </td> </tr> </tbody> </table> --- # II. Thống kê mô tả .center[ <!-- --> ] --- # II. Thống kê mô tả .center[ <!-- --> ] --- # II. Thống kê mô tả .center[ <!-- --> ] --- # II. Thống kê mô tả .center[ <!-- --> ] --- # II. Thống kê mô tả <table class="table table-striped" style="width: auto !important; margin-left: auto; margin-right: auto;"> <caption>Descriptive statistics of numeric variables</caption> <thead> <tr> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;"> Numeric_variables </th> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;"> Min </th> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;"> Mean </th> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;"> Median </th> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;"> Max </th> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;"> SD </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> Life_Ladder </td> <td style="text-align:left;"> 2.179 </td> <td style="text-align:left;"> 5.524 </td> <td style="text-align:left;"> 5.575 </td> <td style="text-align:left;"> 7.889 </td> <td style="text-align:left;"> 1.132 </td> </tr> <tr> <td style="text-align:left;"> Log_GDP_per_capita </td> <td style="text-align:left;"> 5.935 </td> <td style="text-align:left;"> 9.462 </td> <td style="text-align:left;"> 9.562 </td> <td style="text-align:left;"> 11.664 </td> <td style="text-align:left;"> 1.135 </td> </tr> <tr> <td style="text-align:left;"> Social_support </td> <td style="text-align:left;"> 0.502 </td> <td style="text-align:left;"> 0.8161 </td> <td style="text-align:left;"> 0.8355 </td> <td style="text-align:left;"> 0.9870 </td> <td style="text-align:left;"> 0.111 </td> </tr> <tr> <td style="text-align:left;"> Healthy_life_expectancy_at_birth </td> <td style="text-align:left;"> 48.80 </td> <td style="text-align:left;"> 64.41 </td> <td style="text-align:left;"> 65.7 </td> <td style="text-align:left;"> 79.52 </td> <td style="text-align:left;"> 6.169 </td> </tr> <tr> <td style="text-align:left;"> Freedom_to_make_life_choices </td> <td style="text-align:left;"> 0.447 </td> <td style="text-align:left;"> 0.7802 </td> <td style="text-align:left;"> 0.791 </td> <td style="text-align:left;"> 0.9850 </td> <td style="text-align:left;"> 0.117 </td> </tr> <tr> <td style="text-align:left;"> Generosity </td> <td style="text-align:left;"> -0.338 </td> <td style="text-align:left;"> -0.01139 </td> <td style="text-align:left;"> -0.025 </td> <td style="text-align:left;"> 0.374 </td> <td style="text-align:left;"> 0.140 </td> </tr> <tr> <td style="text-align:left;"> Perceptions_of_corruption </td> <td style="text-align:left;"> 0.424 </td> <td style="text-align:left;"> 0.7773 </td> <td style="text-align:left;"> 0.791 </td> <td style="text-align:left;"> 0.976 </td> <td style="text-align:left;"> 0.116 </td> </tr> <tr> <td style="text-align:left;"> Positive_affect </td> <td style="text-align:left;"> 0.352 </td> <td style="text-align:left;"> 0.6598 </td> <td style="text-align:left;"> 0.67 </td> <td style="text-align:left;"> 0.884 </td> <td style="text-align:left;"> 0.101 </td> </tr> <tr> <td style="text-align:left;"> Negative_affect </td> <td style="text-align:left;"> 0.0830 </td> <td style="text-align:left;"> 0.2789 </td> <td style="text-align:left;"> 0.271 </td> <td style="text-align:left;"> 0.512 </td> <td style="text-align:left;"> 0.084 </td> </tr> </tbody> </table> --- # II. Thống kê mô tả <div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:100%; overflow-x: scroll; width:100%; "><table class=" lightable-classic table table-hover" style="font-family: Calibri; margin-left: auto; margin-right: auto; width: auto !important; margin-left: auto; margin-right: auto;"> <caption>Descriptive statistics of categorical variables</caption> <thead> <tr> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;position: sticky; top:0; background-color: #FFFFFF;"> Category </th> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;position: sticky; top:0; background-color: #FFFFFF;"> Count </th> <th style="text-align:left;font-weight: bold;color: black !important;background-color: rgba(0, 98, 65, 255) !important;position: sticky; top:0; background-color: #FFFFFF;"> Frequency </th> </tr> </thead> <tbody> <tr grouplength="6"><td colspan="3" style="border-bottom: 0;"><strong>Region</strong></td></tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> Africa </td> <td style="text-align:left;"> 33 </td> <td style="text-align:left;"> 25% </td> </tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> Asia </td> <td style="text-align:left;"> 34 </td> <td style="text-align:left;"> 25.76% </td> </tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> Europe </td> <td style="text-align:left;"> 42 </td> <td style="text-align:left;"> 31.82% </td> </tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> South America </td> <td style="text-align:left;"> 10 </td> <td style="text-align:left;"> 7.58% </td> </tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> North America </td> <td style="text-align:left;"> 11 </td> <td style="text-align:left;"> 8.33% </td> </tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> Oceania </td> <td style="text-align:left;"> 2 </td> <td style="text-align:left;"> 1.52% </td> </tr> <tr grouplength="4"><td colspan="3" style="border-bottom: 0;"><strong>income_group</strong></td></tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> High </td> <td style="text-align:left;"> 41 </td> <td style="text-align:left;"> 31.06% </td> </tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> Upper_middle </td> <td style="text-align:left;"> 36 </td> <td style="text-align:left;"> 27.27% </td> </tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> Low </td> <td style="text-align:left;"> 21 </td> <td style="text-align:left;"> 15.91% </td> </tr> <tr> <td style="text-align:left;padding-left: 2em;" indentlevel="1"> Lower_middle </td> <td style="text-align:left;"> 34 </td> <td style="text-align:left;"> 25.76% </td> </tr> </tbody> </table></div> --- #III. World Happiness Report từ 2013-2022 .pull-left[ <!-- --> ] .pull-right[ - Chỉ số Life Ladder trung bình giữa các châu lục có sự khác biệt. Châu Đại Dương cao nhất - Chỉ số hạnh phúc của Châu Âu có tăng từ 2013-2021 và giảm trong năm 2022 - Ở khu vực Bắc Mĩ và Nam Mĩ có mức trung bình gần như nhau năm 2013, có sự đối lập trong năm 2015 đến cuối năm 2017 sau đó có xu hướng thay đổi khá tương đồng - Trong khi đó, châu Á không biến động nhiều và trung bình Life Ladder ở châu Phi là thấp nhất ] --- #III. World Happiness Report từ 2013-2022 .pull-left[ <!-- --> ] .pull-right[ <img src="g6--2-_files/figure-html/unnamed-chunk-12-1.gif" height="100%" /> ] --- # III. 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--- # IV. World Happiness Report 2022 .pull-left[ <!-- --> ``` ## NULL ``` ] .pull-right[ - Chỉ số Life Ladder của các nước củ yếu nằm trong khoảng từ 4.5-7. - Mức chỉ số Life Ladder phổ biến nhất dao dộng xung quanh khu vực 6 điểm. Có rất ít các nước nằm trong tình tình trạng kém hạnh phúc với số điểm từ 0-2. Không có quốc gia nào có chỉ số hài lòng với cuộc sống trên 8. ] --- # IV. World Happiness Report 2022 .center[ ``` ## 128 codes from your data successfully matched countries in the map ## 5 codes from your data failed to match with a country code in the map ## 116 codes from the map weren't represented in your data ``` <!-- --> ] --- # IV. World Happiness Report 2022 ## 4.1. Chỉ số Life Ladder giữa các quốc gia .pull-left[ <!-- --> ] .pull-right[ - Các nước có chỉ số Life Ladder cao hầu hết là các nước thuộc nhóm thu nhập cao trong khi các nước có chỉ số Life Ladder thấp là các nước thuộc nhóm thu nhập thấp hoặc trung bình thấp. - Tuy nhiên vẫn có nhiều nước thuộc nhóm thu nhập cao có chỉ số Life Ladder ở mức dưới 6. ] --- # IV. World Happiness Report 2022 ## 4.1. Chỉ số Life Ladder giữa các quốc gia .pull-left[ <!-- --> ] .pull-right[ <!-- --> ] --- # IV. World Happiness Report 2022 ## 4.2. Log_GDP_per_capita, Healthy_life_expectancy .pull-left[ <!-- --> ] .pull-right[ <!-- --> ] --- # IV. World Happiness Report 2022 ## 4.2. Log_GDP_per_capita .pull-left[ <!-- --> ] .pull-right[ <!-- --> ] --- # IV. World Happiness Report 2022 ## 4.2. Healthy_life_expectancy .pull-left[ <!-- --> ] .pull-right[ <!-- --> ] --- # IV. World Happiness Report 2022 ## 4.3. Generosity .pull-left[ <!-- --> ] .pull-right[ - Không phải tất cả các quốc gia có chỉ số Life Ladder cao đều có sự sẵn sàng quyên góp tiền của người dân cao, cũng như không phải tất cả các quốc gia có chỉ số Life Ladder thấp đều có sự sẵn sàng quyên góp tiền của người dân thấp. - Đa số các quốc gia đều có chỉ số Generosity nằm trong khoảng từ -0.2 đến 0.2. Đa số các quốc gia có Life Ladder cao thì sẽ có chỉ số Generosity dương. ] --- # IV. World Happiness Report 2022 ## 4.4. Social_support and Freedom .pull-left[ <!-- --> ] .pull-right[ - Các điểm có xu hướng hội tụ cho thấy rằng các quốc gia có sự tự do lựa chọn cuộc sống cao thì cũng sẽ có nhiều hỗ trợ xã hội. Màu sắc của các điểm cho thấy nhận thức tham nhũng của các quốc gia thường thấp ở các quốc gia có hỗ trợ xã hội cao. - Tuy nhiên các quốc gia có hỗ trợ xã hội cao thì có Life Ladder cao cũng như các quốc gia mà người dân được tự do lựa chọn cuộc sống nhiều hơn thì sẽ hạnh phúc hơn. Nhận thức về tham nhũng có tác động không rõ ràng tới sự hạnh phúc của người dân. ] --- # IV. World Happiness Report 2022 ## 4.5. Positive affect and Negative affect .pull-left[ <!-- --> ] .pull-right[ - Mỗi liên hệ giữa cảm xúc tích cực và cảm xúc tiêu cực có xu hướng ngược chiều nhau, khi một quốc gia có Positive_affect cao thì thường có Negative_affect thấp và ngược lại, mối liên hệ này không quá chặt chẽ vì các điểm trên biểu đồ phân tán rộng. - Tuy nhiên các quốc gia có tỉ lệ người dân có các cảm xúc tích cực cao thì thường sẽ có chỉ số hài lòng với cuộc sống cao trong khi nếu người dân có nhiều cảm xúc tiêu cực thì chỉ số hạnh phúc sẽ thấp. ] --- ##---------------------------------------------------------- .center[**Thank you for listening!**] ##----------------------------------------------------------