ATP ranking analysis
This is my post on creating a number for each player on the ATP tour.
ATP rankings this year, elo ranking
| player_name | elo |
|---|---|
| Novak Djokovic | 1956.48 |
| Carlos Alcaraz | 1941.77 |
| Holger Rune | 1821.98 |
| Daniil Medvedev | 1795.03 |
| Andrey Rublev | 1765.6 |
| Casper Ruud | 1763.97 |
| Karen Khachanov | 1757.9 |
| Francisco Cerundolo | 1744.18 |
| Stefanos Tsitsipas | 1726.08 |
| Alexander Zverev | 1713.08 |
| Grigor Dimitrov | 1709.89 |
| Frances Tiafoe | 1707.3 |
| Jannik Sinner | 1699.39 |
| Lorenzo Musetti | 1688.94 |
| Nicolas Jarry | 1677.03 |
| Sebastian Korda | 1670.85 |
| Cameron Norrie | 1667.67 |
| Yannick Hanfmann | 1666.69 |
| Jan Lennard Struff | 1662.02 |
| Alex De Minaur | 1653.87 |
| Tomas Martin Etcheverry | 1644.99 |
| Tommy Paul | 1641.05 |
| Taylor Fritz | 1638.65 |
| Tallon Griekspoor | 1638.21 |
| Nick Kyrgios | 1636.82 |
| Jiri Lehecka | 1630.71 |
| Emil Ruusuvuori | 1628.11 |
| Cristian Garin | 1610.48 |
| Lorenzo Sonego | 1609.63 |
| Alejandro Davidovich Fokina | 1608.56 |
| Hubert Hurkacz | 1607.79 |
| Arthur Fils | 1603.9 |
| Adrian Mannarino | 1603.65 |
| Yoshihito Nishioka | 1602.83 |
| Borna Coric | 1601.53 |
| Jack Draper | 1595.97 |
| Gregoire Barrere | 1582.55 |
| Taro Daniel | 1576.63 |
| Felix Auger Aliassime | 1576.18 |
| Matteo Berrettini | 1575.09 |
| Zhizhen Zhang | 1573.59 |
| Christopher Eubanks | 1573.24 |
| Jenson Brooksby | 1571.3 |
| Dusan Lajovic | 1571.14 |
| Marin Cilic | 1570.42 |
| Roberto Bautista Agut | 1566.68 |
| Sebastian Ofner | 1564.22 |
| Denis Shapovalov | 1564.11 |
| Mackenzie Mcdonald | 1562.43 |
| Fabian Marozsan | 1561.95 |
| Marton Fucsovics | 1561.88 |
| Darian King | 1561.09 |
| Marcelo Arevalo | 1560.46 |
| Alexander Bublik | 1557.39 |
| Genaro Alberto Olivieri | 1551.66 |
| Stan Wawrinka | 1551.58 |
| Laslo Djere | 1551.35 |
| Thiago Seyboth Wild | 1550.84 |
| Alex Molcan | 1550.8 |
| Roberto Carballes Baena | 1550.23 |
| Thanasi Kokkinakis | 1549.12 |
| Juan Pablo Varillas | 1547.13 |
| Gilles Simon | 1546.3 |
| Filip Misolic | 1546.08 |
| Pablo Carreno Busta | 1544.49 |
| Franco Agamenone | 1542.72 |
| J J Wolf | 1536.24 |
| Aslan Karatsev | 1535.51 |
| Filip Cristian Jianu | 1534.03 |
| Zsombor Piros | 1533.47 |
| Gijs Brouwer | 1532.83 |
| Moez Echargui | 1531.95 |
| Nam Hoang Ly | 1531.3 |
| Olaf Pieczkowski | 1531.26 |
| Adolfo Daniel Vallejo | 1531.23 |
| Alexandre Muller | 1531.12 |
| Soon Woo Kwon | 1531.06 |
| Benjamin Bonzi | 1530.61 |
| Alex Knaff | 1530.53 |
| Blaise Bicknell | 1529.71 |
| Dominic Stricker | 1527.16 |
| Christopher Oconnell | 1525.55 |
| Dimitar Kuzmanov | 1525 |
| Michael Mmoh | 1523.49 |
| Alexander Shevchenko | 1523.06 |
| Kamil Majchrzak | 1522.34 |
| Corentin Moutet | 1520.67 |
| Alejandro Tabilo | 1520 |
| Nicolas Mejia | 1519.2 |
| Rinky Hijikata | 1517.95 |
| Ergi Kirkin | 1516.7 |
| Matheus Pucinelli De Almeida | 1516.7 |
| Arklon Huertas Del Pino | 1516.03 |
| Aleksandre Bakshi | 1516 |
| Vilius Gaubas | 1516 |
| Luis Carlos Alvarez Valdes | 1516 |
| Johannes Ingildsen | 1516 |
| Johannes Seeman | 1516 |
| Conner Huertas Del Pino | 1516 |
| Raphael Calzi | 1516 |
| Gonzalo Bueno | 1516 |
| Ainius Sabaliauskas | 1516 |
| Chris Rodesch | 1516 |
| Nerman Fatic | 1516 |
| Zura Tkemaladze | 1516 |
| Christopher Rungkat | 1516 |
| Gustavo Heide | 1515.93 |
| Matwe Middelkoop | 1515.85 |
| Eero Vasa | 1515.34 |
| Saba Purtseladze | 1515.26 |
| Ernests Gulbis | 1515.21 |
| Rowland Phillips | 1515.13 |
| Yuttana Charoenphon | 1514.48 |
| Sergey Fomin | 1513.39 |
| Hady Habib | 1513.1 |
| Ricardas Berankis | 1512.38 |
| Ivan Gakhov | 1510.04 |
| Lucas Pouille | 1509.87 |
| Alexei Popyrin | 1509.29 |
| Rafael Nadal | 1509.17 |
| Otto Virtanen | 1509 |
| Altug Celikbilek | 1507.24 |
| Prajnesh Gunneswaran | 1506.56 |
| James Duckworth | 1505.84 |
| Manuel Guinard | 1505.64 |
| Thiago Agustin Tirante | 1505.28 |
| Sumit Nagal | 1505.12 |
| Robin Haase | 1504.97 |
| Jacopo Berrettini | 1504.76 |
| Nicolas Alvarez Varona | 1504.47 |
| Enzo Couacaud | 1504.29 |
| Alexander Ritschard | 1504.28 |
| Pablo Llamas Ruiz | 1504.26 |
| Mitchell Krueger | 1504.22 |
| Rio Noguchi | 1503.9 |
| Timofey Skatov | 1503.72 |
| Reilly Opelka | 1502.93 |
| Andrea Vavassori | 1502.57 |
| Marco Cecchinato | 1502.23 |
| Vladyslav Orlov | 1502.16 |
| Peter Bertran | 1501.47 |
| Marcos Giron | 1501.44 |
| Mousa Alkotop | 1501.37 |
| Ugo Humbert | 1500.79 |
| Nick Hardt | 1500.74 |
| Edas Butvilas | 1500.74 |
| Colin Sinclair | 1500.67 |
| Damir Dzumhur | 1500.5 |
| Menelaos Efstathiou | 1500.28 |
| Mikael Ymer | 1500.22 |
| Juan Alejandro Hernandez Serrano | 1500.2 |
| Mohamed Safwat | 1500.08 |
| Matija Pecotic | 1499.32 |
| Andres Martin | 1499.11 |
| Fabio Fognini | 1499.02 |
| Nicholas David Ionel | 1499 |
| Martin Cuevas | 1498.89 |
| Petros Chrysochos | 1498.87 |
| Lloyd Harris | 1498.8 |
| Benjamin Hassan | 1498.58 |
| Matic Kriznik | 1498.56 |
| Coleman Wong | 1498.31 |
| Robert Strombachs | 1498.29 |
| Viacheslav Bielinskyi | 1498.1 |
| Emilio Gomez | 1498 |
| Bor Artnak | 1497.84 |
| Brandon Nakashima | 1497.32 |
| Yshai Oliel | 1496.43 |
| Roman Safiullin | 1496.21 |
| Milos Raonic | 1496.15 |
| Kasidit Samrej | 1495.68 |
| Yuki Bhambri | 1495.46 |
| Tung Lin Wu | 1495.39 |
| Radu Albot | 1495.25 |
| Karlis Ozolins | 1494.98 |
| Miomir Kecmanovic | 1494.33 |
| Yosuke Watanuki | 1492.68 |
| Alexandar Lazarov | 1492.57 |
| Mateus Alves | 1492.57 |
| Yibing Wu | 1492.46 |
| Leandro Riedi | 1492.09 |
| Andy Murray | 1491.95 |
| Pavel Kotov | 1490.53 |
| Hiroki Moriya | 1490.47 |
| Vasek Pospisil | 1489.89 |
| Khumoun Sultanov | 1489.75 |
| John Millman | 1488.17 |
| Kacper Zuk | 1488.13 |
| Yasutaka Uchiyama | 1487.89 |
| Louis Wessels | 1487.26 |
| Cem Ilkel | 1486.91 |
| Nicolas Barrientos | 1486.36 |
| Isaac Becroft | 1486.29 |
| Antoine Bellier | 1485.82 |
| Daniel Cukierman | 1485.73 |
| Fitriadi M Rifqi | 1485.44 |
| Karam Hatamleh | 1485.44 |
| Tomas Machac | 1485.1 |
| Bernabe Zapata Miralles | 1485 |
| Kaipo Marshall | 1484.84 |
| Amr Elsayed Abdou Ahmed Mohamed | 1484.75 |
| Christian Sigsgaard | 1484.74 |
| Hugo Nys | 1484.74 |
| Lucky Candra Kurniawan | 1484.74 |
| Osgar Ohoisin | 1484.7 |
| Tomas Barrios Vera | 1484.47 |
| Tegar Abdi Satrio Wibowo | 1484.31 |
| Dmitry Popko | 1484.17 |
| Simon Carr | 1484 |
| Raul Garcia | 1484 |
| Kenneth Raisma | 1484 |
| Lukas Hellum Lilleengen | 1484 |
| Anthony Susanto | 1484 |
| Ajeet Rai | 1484 |
| Andrej Nedic | 1484 |
| Alan Fernando Rubio Fierros | 1484 |
| Matthew Foster Estwick | 1484 |
| Lucas Catarina | 1484 |
| Dac Tien Nguyen | 1484 |
| Federico Zeballos | 1484 |
| Alec Beckley | 1484 |
| Michael Bassem Sobhy | 1484 |
| Jason Jung | 1484 |
| Bu Yunchaokete | 1484 |
| Devin Badenhorst | 1484 |
| Michael Agwi | 1484 |
| Gerardo Lopez Villasenor | 1484 |
| Mahammad Abid | 1484 |
| Diego Duran | 1484 |
| Jacob Bicknell | 1484 |
| Philip Henning | 1483.95 |
| Leo Borg | 1483.94 |
| August Holmgren | 1483.7 |
| Guido Andreozzi | 1483.62 |
| Sebastian Dominko | 1483.58 |
| Nathan Anthony Barki | 1483.55 |
| Elmer Moller | 1483.54 |
| Minhtuan Pham | 1483.26 |
| Daniels Tens | 1483.26 |
| Aqeel Khan | 1483.26 |
| Juan Borba | 1483.23 |
| Hernando Jose Escurra Isnardi | 1483.23 |
| Alex Michelsen | 1483.22 |
| Oleksandr Ovcharenko | 1483.16 |
| Yanki Erel | 1483.02 |
| Denis Istomin | 1483 |
| Andreja Petrovic | 1482.96 |
| Lleyton Cronje | 1482.85 |
| Francesco Maestrelli | 1482.76 |
| Quentin Halys | 1482.7 |
| Rigele Te | 1482.58 |
| Evan Furness | 1482.38 |
| Nicola Kuhn | 1482.23 |
| Hong Kit Jack Wong | 1482.23 |
| Arthur Rinderknech | 1482.2 |
| Illia Biloborodko | 1482.15 |
| Daniel Dutra Da Silva | 1482.12 |
| Jesper De Jong | 1482.03 |
| Yu Hsiou Hsu | 1481.92 |
| Nino Serdarusic | 1481.72 |
| Stefanos Sakellaridis | 1481.58 |
| Gerald Melzer | 1481.31 |
| Liam Broady | 1481.19 |
| Malek Jaziri | 1481.11 |
| Dalibor Svrcina | 1481.04 |
| Duje Ajdukovic | 1480.96 |
| Jozef Kovalik | 1480.83 |
| Jie Cui | 1480.8 |
| Amir Milushev | 1480.8 |
| Beibit Zhukayev | 1480.65 |
| Jordan Thompson | 1480.51 |
| Mili Poljicak | 1480.26 |
| Alex Rybakov | 1480.23 |
| Sho Shimabukuro | 1480.02 |
| William Blumberg | 1480.01 |
| Pedro Cachin | 1479.98 |
| Gonzalo Villanueva | 1479.97 |
| Stefano Travaglia | 1479.75 |
| Stefano Napolitano | 1479.58 |
| Oriol Roca Batalla | 1479.44 |
| Luca Van Assche | 1479.43 |
| Matteo Arnaldi | 1479.34 |
| Henrique Rocha | 1479.2 |
| Bradley Klahn | 1479.07 |
| Sebastian Baez | 1479 |
| Hernan Casanova | 1478.93 |
| Younes Lalami Laaroussi | 1478.6 |
| Adam Moundir | 1478.54 |
| Li Tu | 1478.21 |
| Yuta Shimizu | 1478.2 |
| Liam Krall | 1478.06 |
| Yunseong Chung | 1478.04 |
| Attila Balazs | 1478 |
| Facundo Diaz Acosta | 1477.9 |
| Diego Schwartzman | 1477.75 |
| Ji Sung Nam | 1477.63 |
| George Loffhagen | 1477.54 |
| Manas Dhamne | 1477.49 |
| Luciano Darderi | 1477.31 |
| Camilo Ugo Carabelli | 1477.15 |
| Sasi Kumar Mukund | 1477.15 |
| Vit Kopriva | 1476.59 |
| Clement Chidekh | 1476.32 |
| Dragos Nicolae Madaras | 1476.18 |
| Joao Fonseca | 1476 |
| Eduardo Nava | 1475.84 |
| Riccardo Bonadio | 1475.82 |
| Lorenzo Giustino | 1475.8 |
| Thomaz Bellucci | 1475.59 |
| Michail Pervolarakis | 1475.55 |
| Alvaro Lopez San Martin | 1475.47 |
| Elias Ymer | 1475.41 |
| Borna Gojo | 1475.31 |
| Gilles Arnaud Bailly | 1475.18 |
| Maximilian Marterer | 1475.08 |
| Elliot Benchetrit | 1474.22 |
| Aziz Dougaz | 1473.83 |
| Lukas Rosol | 1473.82 |
| Guido Pella | 1473.78 |
| Facundo Mena | 1473.65 |
| Dennis Novak | 1473.46 |
| Gael Monfils | 1473.36 |
| Alexis Galarneau | 1473.29 |
| Michael Geerts | 1472.92 |
| Alessandro Giannessi | 1472.13 |
| Rodrigo Pacheco Mendez | 1471.47 |
| Aleksandar Kovacevic | 1471.04 |
| Learner Tien | 1470.66 |
| Valentin Vacherot | 1470.46 |
| Muzammil Murtaza | 1470.42 |
| Dominic Thiem | 1470.29 |
| Arthur Cazaux | 1469.95 |
| Giulio Zeppieri | 1469.88 |
| Murkel Alejandro Dellien Velasco | 1469.47 |
| Kris Van Wyk | 1469.47 |
| Roberto Quiroz | 1469.12 |
| Juan Carlos Prado Angelo | 1468.74 |
| Mark Lajal | 1468.74 |
| Clement Mainguy | 1468.67 |
| Botic Van De Zandschulp | 1468.53 |
| Muhammad Shoaib | 1468.16 |
| Cesar Cruz | 1468 |
| Patrick Kypson | 1467.97 |
| Jan Choinski | 1467.73 |
| Ignacio Carou | 1467.63 |
| Mattia Bellucci | 1467.33 |
| Jiri Vesely | 1466.61 |
| Lukas Klein | 1466.48 |
| Nicolas Alvarez | 1466.3 |
| Kaichi Uchida | 1466.16 |
| Jason Kubler | 1465.89 |
| Marko Topo | 1465.81 |
| Ryan Peniston | 1465.78 |
| Dominik Koepfer | 1465.7 |
| Daniel Rincon | 1465.46 |
| Daniel Altmaier | 1465.11 |
| Marco Trungelliti | 1464.85 |
| Gabriel Diallo | 1463.89 |
| Vitaliy Sachko | 1463.18 |
| Alexey Vatutin | 1463.03 |
| Mirza Basic | 1462.75 |
| Marius Copil | 1462.56 |
| Max Hans Rehberg | 1462.1 |
| Juan Manuel Cerundolo | 1461.46 |
| Norbert Gombos | 1460.83 |
| Pedro Sousa | 1460.79 |
| Jurij Rodionov | 1460.57 |
| Martin Landaluce | 1460.03 |
| Dino Prizmic | 1459.54 |
| Skander Mansouri | 1459.34 |
| Zachary Svajda | 1459.07 |
| Nick Chappell | 1458.96 |
| Richard Gasquet | 1458.22 |
| Kiranpal Pannu | 1458.03 |
| Felipe Meligeni Alves | 1457.19 |
| Brandon Holt | 1456.8 |
| Emilio Nava | 1456.36 |
| Mikhail Kukushkin | 1454.54 |
| Flavio Cobolli | 1453.68 |
| Sam Querrey | 1453.11 |
| Aljaz Bedene | 1452.71 |
| Jeremy Chardy | 1452.69 |
| Kristjan Tamm | 1452.15 |
| Nuno Borges | 1452.15 |
| Feliciano Lopez | 1452.06 |
| Edan Leshem | 1451.86 |
| Juncheng Shang | 1451.82 |
| Hamad Medjedovic | 1451.81 |
| Laurent Lokoli | 1451.45 |
| Ernesto Escobedo | 1449.16 |
| Daniel Michalski | 1449.05 |
| Federico Delbonis | 1448.9 |
| Giovanni Mpetshi Perricard | 1448.85 |
| Thiago Monteiro | 1448.68 |
| Denis Kudla | 1448.67 |
| Viktor Durasovic | 1446.93 |
| Tim Van Rijthoven | 1444.88 |
| Steve Johnson | 1444.47 |
| Abedallah Shelbayh | 1442.7 |
| Jaume Munar | 1442.5 |
| Daniel Evans | 1442.49 |
| Hugo Grenier | 1439.36 |
| John Isner | 1436.26 |
| Marc Andrea Huesler | 1435 |
| Hugo Dellien | 1434.82 |
| Jack Sock | 1434.23 |
| Peter Gojowczyk | 1432.82 |
| Ben Shelton | 1432.53 |
| Geoffrey Blancaneaux | 1431.32 |
| Ilya Ivashka | 1431.21 |
| Seong Chan Hong | 1430.7 |
| Aleksandar Vukic | 1429.07 |
| Shintaro Mochizuki | 1428.74 |
| Pablo Andujar | 1426.7 |
| Oleksii Krutykh | 1426.61 |
| Carlos Taberner | 1426.21 |
| Max Purcell | 1425.45 |
| Stefan Kozlov | 1424.52 |
| Ramkumar Ramanathan | 1423.96 |
| Francesco Passaro | 1419.92 |
| Luca Nardi | 1419 |
| Constant Lestienne | 1413.89 |
| David Goffin | 1412.36 |
| Facundo Bagnis | 1410.36 |
| Henri Laaksonen | 1405.72 |
| Joao Sousa | 1384.59 |
| Hugo Gaston | 1381.81 |
| Maxime Cressy | 1373.04 |
| Federico Coria | 1372.34 |
| Kyle Edmund | 1363.98 |
| Benoit Paire | 1360.88 |
| Zizou Bergs | 1357 |
| Fernando Verdasco | 1356.47 |
| Filip Krajinovic | 1352.95 |
| Chun Hsin Tseng | 1349.67 |
| Nikoloz Basilashvili | 1348.96 |
| Daniel Elahi Galan | 1345.56 |
| Albert Ramos | 1343.9 |
| Oscar Otte | 1337.95 |
| Pedro Martinez | 1325.66 |