Atividade6
Thiago Ventura
18 de maio de 2023
Base de dados
library(readr)## Warning: package 'readr' was built under R version 4.1.3 FifaData <- read_csv("C:/Users/15146739757/Desktop/Base_de_dados-master/FifaData.csv")## Rows: 17588 Columns: 53
## -- Column specification --------------------------------------------------------
## Delimiter: ","
## chr (12): Name, Nationality, National_Position, Club, Club_Position, Club_Jo...
## dbl (41): National_Kit, Club_Kit, Contract_Expiry, Rating, Age, Weak_foot, S...
##
## i Use `spec()` to retrieve the full column specification for this data.
## i Specify the column types or set `show_col_types = FALSE` to quiet this message. View(FifaData)Carregar pacotes
library(readxl)## Warning: package 'readxl' was built under R version 4.1.3library(flextable)## Warning: package 'flextable' was built under R version 4.1.3library(dplyr)## Warning: package 'dplyr' was built under R version 4.1.3##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(corrplot)## Warning: package 'corrplot' was built under R version 4.1.3## corrplot 0.92 loadedTabela fifa data
head(FifaData) %>% flextable()## Warning in raw_block(x, "html", ...): raw_block() requires Pandoc >= 2.0.0<div class="tabwid"><style>.cl-d49bcb94{}.cl-d47eed1c{font-family:'Arial';font-size:11pt;font-weight:normal;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-d48ad3e8{margin:0;text-align:left;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);padding-bottom:5pt;padding-top:5pt;padding-left:5pt;padding-right:5pt;line-height: 1;background-color:transparent;}.cl-d48ad3e9{margin:0;text-align:right;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);padding-bottom:5pt;padding-top:5pt;padding-left:5pt;padding-right:5pt;line-height: 1;background-color:transparent;}.cl-d48ad3ea{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 1.5pt solid rgba(102, 102, 102, 1.00);border-top: 1.5pt solid rgba(102, 102, 102, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-d48ad3eb{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 1.5pt solid rgba(102, 102, 102, 1.00);border-top: 1.5pt solid rgba(102, 102, 102, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-d48ad3ec{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-d48ad3ed{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-d48ad3ee{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 1.5pt solid rgba(102, 102, 102, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-d48ad3ef{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 1.5pt solid rgba(102, 102, 102, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table data-quarto-disable-processing='true' class='cl-d49bcb94'><thead><tr style="overflow-wrap:break-word;"><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Name</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Nationality</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">National_Position</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">National_Kit</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Club</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Club_Position</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Club_Kit</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Club_Joining</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Contract_Expiry</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Rating</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Height</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Weight</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Preffered_Foot</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Birth_Date</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Age</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Preffered_Position</span></p></th><th class="cl-d48ad3ea"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Work_Rate</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Weak_foot</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Skill_Moves</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Ball_Control</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Dribbling</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Marking</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Sliding_Tackle</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Standing_Tackle</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Aggression</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Reactions</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Attacking_Position</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Interceptions</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Vision</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Composure</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Crossing</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Short_Pass</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Long_Pass</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Acceleration</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Speed</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Stamina</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Strength</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Balance</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Agility</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Jumping</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Heading</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Shot_Power</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Finishing</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Long_Shots</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Curve</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Freekick_Accuracy</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Penalties</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">Volleys</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">GK_Positioning</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">GK_Diving</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">GK_Kicking</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">GK_Handling</span></p></th><th class="cl-d48ad3eb"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">GK_Reflexes</span></p></th></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Cristiano Ronaldo</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Portugal</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">LS</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">7</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Real Madrid</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">LW</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">7</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">07/01/2009</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">2,021</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">94</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">185 cm</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">80 kg</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Right</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">02/05/1985</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">32</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">LW/ST</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">High / Low</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">4</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">5</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">93</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">92</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">22</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">23</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">31</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">63</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">96</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">94</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">29</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">85</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">86</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">84</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">83</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">77</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">91</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">92</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">92</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">80</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">63</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">95</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">85</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">92</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">93</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">81</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">76</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">85</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">88</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">14</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">7</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">15</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">11</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">11</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Lionel Messi</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Argentina</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">RW</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">10</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">FC Barcelona</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">RW</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">10</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">07/01/2004</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">2,018</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">93</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">170 cm</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">72 kg</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Left</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">06/24/1987</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">29</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">RW</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Medium / Medium</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">4</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">4</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">95</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">97</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">13</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">26</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">28</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">48</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">95</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">93</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">22</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">94</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">77</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">88</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">87</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">92</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">87</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">74</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">59</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">95</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">68</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">71</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">85</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">95</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">88</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">89</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">74</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">85</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">14</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">6</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">15</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">11</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">8</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Neymar</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Brazil</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">LW</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">10</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">FC Barcelona</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">LW</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">11</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">07/01/2013</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">2,021</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">92</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">174 cm</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">68 kg</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Right</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">02/05/1992</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">25</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">LW</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">High / Medium</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">5</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">5</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">95</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">96</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">21</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">33</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">24</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">56</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">88</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">36</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">80</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">80</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">75</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">81</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">75</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">93</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">79</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">49</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">82</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">96</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">61</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">62</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">78</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">89</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">77</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">79</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">84</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">81</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">83</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">15</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">9</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">15</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">9</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">11</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Luis Suárez</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Uruguay</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">LS</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">9</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">FC Barcelona</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">ST</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">9</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">07/11/2014</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">2,021</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">92</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">182 cm</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">85 kg</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Right</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">01/24/1987</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">30</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">ST</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">High / Medium</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">4</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">4</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">91</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">86</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">30</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">38</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">45</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">78</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">93</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">92</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">41</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">84</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">83</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">77</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">83</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">64</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">88</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">77</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">89</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">76</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">60</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">86</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">69</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">77</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">87</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">94</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">86</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">86</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">84</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">85</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">88</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">33</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">27</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">31</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">25</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">37</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Manuel Neuer</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Germany</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">GK</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">1</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">FC Bayern</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">GK</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">1</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">07/01/2011</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">2,021</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">92</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">193 cm</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">92 kg</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Right</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">03/27/1986</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">31</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">GK</span></p></td><td class="cl-d48ad3ec"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Medium / Medium</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">4</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">1</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">48</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">30</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">10</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">11</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">10</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">29</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">85</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">12</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">30</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">70</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">70</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">15</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">55</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">59</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">58</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">61</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">44</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">83</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">35</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">52</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">78</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">25</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">25</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">13</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">16</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">14</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">11</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">47</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">11</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">91</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">89</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">95</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td><td class="cl-d48ad3ed"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">89</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">De Gea</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Spain</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">GK</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">1</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Manchester Utd</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">GK</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">1</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">07/01/2011</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">2,019</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">193 cm</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">82 kg</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Right</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">11/07/1990</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">26</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">GK</span></p></td><td class="cl-d48ad3ee"><p class="cl-d48ad3e8"><span class="cl-d47eed1c">Medium / Medium</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">3</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">1</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">31</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">13</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">13</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">13</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">21</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">38</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">88</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">12</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">30</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">68</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">60</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">17</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">31</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">32</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">56</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">56</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">25</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">64</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">43</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">57</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">67</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">21</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">31</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">13</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">12</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">21</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">19</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">40</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">13</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">86</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">88</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">87</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">85</span></p></td><td class="cl-d48ad3ef"><p class="cl-d48ad3e9"><span class="cl-d47eed1c">90</span></p></td></tr></tbody></table></div>Vamos fazer um diagrama de disperção
plot(FifaData$Dribbling,FifaData$Ball_Control,col="royal blue",
pch=19,main="Diagrama de dispersão",
xlab= "Nota de drible",
ylab="Nota de controle de bola")
abline(lsfit(FifaData$Dribbling,FifaData$Ball_Control),col="purple")
Índice de correlação
cor(FifaData$Dribbling,FifaData$Ball_Control)## [1] 0.9311196Matriz de correlação
FifaData %>% select(Ball_Control,Dribbling,Rating,Attacking_Position,Vision,Short_Pass) %>%
cor() %>% corrplot(method = "number")
Conclusão
Com a análise dos gráficos podemos observar algumas coisas. No diagrama, podemos ver adisposição dos dados de drible e controle de bola, onde os dois tem variação de 0 até 100 e ele é coeso e tem pouca dispersão, apesar de terem diversos jogadores no gráfico. Além disso, seu nível de correlação é bem alto, pois quanto maior o contorle de bola, maior a tendência da nota de drible ser maior. Assim, o número da nota de controle de bola impacta no número da nota de drible.