I was curious about rating inflation, so I generated a json object containing counts and percentiles and 2some plots of codeforces rating distribution over months, only counting active contestants:↵
↵
<spoiler summary="Json object">↵
```↵
{↵
"2015-01-01": {↵
"Active": {↵
"count": 21827,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6763,↵
"percentile": 69.01543959316443↵
},↵
"CM+": {↵
"count": 1778,↵
"percentile": 91.85412562422688↵
},↵
"M+": {↵
"count": 724,↵
"percentile": 96.68300728455583↵
},↵
"IM+": {↵
"count": 236,↵
"percentile": 98.91877033032483↵
},↵
"GM+": {↵
"count": 124,↵
"percentile": 99.43189627525541↵
},↵
"IGM+": {↵
"count": 21,↵
"percentile": 99.90378888532551↵
},↵
"LGM": {↵
"count": 2,↵
"percentile": 99.99083703669767↵
}↵
},↵
"2015-02-01": {↵
"Active": {↵
"count": 21911,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6799,↵
"percentile": 68.96992378257497↵
},↵
"CM+": {↵
"count": 1682,↵
"percentile": 92.32349048423167↵
},↵
"M+": {↵
"count": 701,↵
"percentile": 96.80069371548537↵
},↵
"IM+": {↵
"count": 243,↵
"percentile": 98.89096800693716↵
},↵
"GM+": {↵
"count": 135,↵
"percentile": 99.38387111496509↵
},↵
"IGM+": {↵
"count": 24,↵
"percentile": 99.89046597599379↵
},↵
"LGM": {↵
"count": 1,↵
"percentile": 99.99543608233307↵
}↵
},↵
"2015-03-01": {↵
"Active": {↵
"count": 22980,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6987,↵
"percentile": 69.59530026109661↵
},↵
"CM+": {↵
"count": 1772,↵
"percentile": 92.28894691035683↵
},↵
"M+": {↵
"count": 732,↵
"percentile": 96.81462140992167↵
},↵
"IM+": {↵
"count": 268,↵
"percentile": 98.8337684943429↵
},↵
"GM+": {↵
"count": 136,↵
"percentile": 99.40818102697999↵
},↵
"IGM+": {↵
"count": 23,↵
"percentile": 99.89991296779809↵
},↵
"LGM": {↵
"count": 1,↵
"percentile": 99.99564838990426↵
}↵
},↵
"2015-04-01": {↵
"Active": {↵
"count": 22144,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6834,↵
"percentile": 69.13836705202313↵
},↵
"CM+": {↵
"count": 1770,↵
"percentile": 92.0068641618497↵
},↵
"M+": {↵
"count": 770,↵
"percentile": 96.52276011560694↵
},↵
"IM+": {↵
"count": 280,↵
"percentile": 98.73554913294798↵
},↵
"GM+": {↵
"count": 153,↵
"percentile": 99.30906791907515↵
},↵
"IGM+": {↵
"count": 33,↵
"percentile": 99.85097543352602↵
},↵
"LGM": {↵
"count": 2,↵
"percentile": 99.99096820809248↵
}↵
},↵
"2015-05-01": {↵
"Active": {↵
"count": 21403,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6496,↵
"percentile": 69.64911461010139↵
},↵
"CM+": {↵
"count": 1803,↵
"percentile": 91.57594729710789↵
},↵
"M+": {↵
"count": 781,↵
"percentile": 96.35097883474279↵
},↵
"IM+": {↵
"count": 291,↵
"percentile": 98.64037751717049↵
},↵
"GM+": {↵
"count": 172,↵
"percentile": 99.1963743400458↵
},↵
"IGM+": {↵
"count": 34,↵
"percentile": 99.84114376489278↵
},↵
"LGM": {↵
"count": 1,↵
"percentile": 99.99532775779096↵
}↵
},↵
"2015-06-01": {↵
"Active": {↵
"count": 22377,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6768,↵
"percentile": 69.75465880144792↵
},↵
"CM+": {↵
"count": 1821,↵
"percentile": 91.86217991687894↵
},↵
"M+": {↵
"count": 783,↵
"percentile": 96.50087143048665↵
},↵
"IM+": {↵
"count": 310,↵
"percentile": 98.61464896992447↵
},↵
"GM+": {↵
"count": 181,↵
"percentile": 99.19113375340751↵
},↵
"IGM+": {↵
"count": 42,↵
"percentile": 99.81230727979622↵
},↵
"LGM": {↵
"count": 2,↵
"percentile": 99.99106225141887↵
}↵
},↵
"2015-07-01": {↵
"Active": {↵
"count": 23683,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 7224,↵
"percentile": 69.49710762994553↵
},↵
"CM+": {↵
"count": 1934,↵
"percentile": 91.83380483891399↵
},↵
"M+": {↵
"count": 844,↵
"percentile": 96.43626229785077↵
},↵
"IM+": {↵
"count": 353,↵
"percentile": 98.50947937339019↵
},↵
"GM+": {↵
"count": 201,↵
"percentile": 99.15128995481992↵
},↵
"IGM+": {↵
"count": 49,↵
"percentile": 99.79310053624963↵
},↵
"LGM": {↵
"count": 2,↵
"percentile": 99.99155512392856↵
}↵
},↵
"2015-08-01": {↵
"Active": {↵
"count": 22990,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 7007,↵
"percentile": 69.52153110047847↵
},↵
"CM+": {↵
"count": 1834,↵
"percentile": 92.02261852979557↵
},↵
"M+": {↵
"count": 819,↵
"percentile": 96.43758155719878↵
},↵
"IM+": {↵
"count": 348,↵
"percentile": 98.48629839060462↵
},↵
"GM+": {↵
"count": 186,↵
"percentile": 99.19095258808177↵
},↵
"IGM+": {↵
"count": 51,↵
"percentile": 99.77816441931274↵
},↵
"LGM": {↵
"count": 2,↵
"percentile": 99.99130056546325↵
}↵
},↵
"2015-09-01": {↵
"Active": {↵
"count": 22530,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6816,↵
"percentile": 69.74700399467376↵
},↵
"CM+": {↵
"count": 1792,↵
"percentile": 92.04616067465601↵
},↵
"M+": {↵
"count": 809,↵
"percentile": 96.4092321349312↵
},↵
"IM+": {↵
"count": 334,↵
"percentile": 98.51753217931646↵
},↵
"GM+": {↵
"count": 183,↵
"percentile": 99.18774966711052↵
},↵
"IGM+": {↵
"count": 50,↵
"percentile": 99.7780736795384↵
},↵
"LGM": {↵
"count": 2,↵
"percentile": 99.99112294718154↵
}↵
},↵
"2015-10-01": {↵
"Active": {↵
"count": 23223,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6944,↵
"percentile": 70.098609137493↵
},↵
"CM+": {↵
"count": 1824,↵
"percentile": 92.14571760754424↵
},↵
"M+": {↵
"count": 821,↵
"percentile": 96.46471170822029↵
},↵
"IM+": {↵
"count": 346,↵
"percentile": 98.51009774792232↵
},↵
"GM+": {↵
"count": 183,↵
"percentile": 99.2119881152306↵
},↵
"IGM+": {↵
"count": 50,↵
"percentile": 99.78469620634715↵
},↵
"LGM": {↵
"count": 2,↵
"percentile": 99.99138784825388↵
}↵
},↵
"2015-11-01": {↵
"Active": {↵
"count": 23943,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6509,↵
"percentile": 72.8146013448607↵
},↵
"CM+": {↵
"count": 1804,↵
"percentile": 92.46543875036545↵
},↵
"M+": {↵
"count": 780,↵
"percentile": 96.74226287432653↵
},↵
"IM+": {↵
"count": 333,↵
"percentile": 98.60919684250094↵
},↵
"GM+": {↵
"count": 187,↵
"percentile": 99.21897840705007↵
},↵
"IGM+": {↵
"count": 56,↵
"percentile": 99.76611118072088↵
},↵
"LGM": {↵
"count": 2,↵
"percentile": 99.99164682788289↵
}↵
},↵
"2015-12-01": {↵
"Active": {↵
"count": 24664,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6456,↵
"percentile": 73.82419721050924↵
},↵
"CM+": {↵
"count": 1939,↵
"percentile": 92.13833927992215↵
},↵
"M+": {↵
"count": 739,↵
"percentile": 97.00373013298734↵
},↵
"IM+": {↵
"count": 318,↵
"percentile": 98.71067142393773↵
},↵
"GM+": {↵
"count": 188,↵
"percentile": 99.23775543301979↵
},↵
"IGM+": {↵
"count": 54,↵
"percentile": 99.78105741161207↵
},↵
"LGM": {↵
"count": 2,↵
"percentile": 99.99189101524489↵
}↵
},↵
"2016-01-01": {↵
"Active": {↵
"count": 24013,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 5985,↵
"percentile": 75.07600049972932↵
},↵
"CM+": {↵
"count": 1854,↵
"percentile": 92.27918210969058↵
},↵
"M+": {↵
"count": 681,↵
"percentile": 97.16403614708699↵
},↵
"IM+": {↵
"count": 284,↵
"percentile": 98.81730729188357↵
},↵
"GM+": {↵
"count": 175,↵
"percentile": 99.27122808478741↵
},↵
"IGM+": {↵
"count": 61,↵
"percentile": 99.74597093241161↵
},↵
"LGM": {↵
"count": 4,↵
"percentile": 99.98334235622372↵
}↵
},↵
"2016-02-01": {↵
"Active": {↵
"count": 25379,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6167,↵
"percentile": 75.70038220576066↵
},↵
"CM+": {↵
"count": 1985,↵
"percentile": 92.17857283580913↵
},↵
"M+": {↵
"count": 678,↵
"percentile": 97.32849994089602↵
},↵
"IM+": {↵
"count": 295,↵
"percentile": 98.83762165569959↵
},↵
"GM+": {↵
"count": 181,↵
"percentile": 99.28681193112416↵
},↵
"IGM+": {↵
"count": 64,↵
"percentile": 99.74782300327043↵
},↵
"LGM": {↵
"count": 6,↵
"percentile": 99.9763584065566↵
}↵
},↵
"2016-03-01": {↵
"Active": {↵
"count": 24874,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 5980,↵
"percentile": 75.95883251588003↵
},↵
"CM+": {↵
"count": 2028,↵
"percentile": 91.84690841842888↵
},↵
"M+": {↵
"count": 681,↵
"percentile": 97.26220149553751↵
},↵
"IM+": {↵
"count": 287,↵
"percentile": 98.84618477124708↵
},↵
"GM+": {↵
"count": 181,↵
"percentile": 99.27233255608266↵
},↵
"IGM+": {↵
"count": 72,↵
"percentile": 99.7105411272815↵
},↵
"LGM": {↵
"count": 4,↵
"percentile": 99.98391895151563↵
}↵
},↵
"2016-04-01": {↵
"Active": {↵
"count": 25851,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6089,↵
"percentile": 76.44578546284477↵
},↵
"CM+": {↵
"count": 2138,↵
"percentile": 91.72952690418165↵
},↵
"M+": {↵
"count": 748,↵
"percentile": 97.10649491315617↵
},↵
"IM+": {↵
"count": 326,↵
"percentile": 98.73892692739159↵
},↵
"GM+": {↵
"count": 203,↵
"percentile": 99.21473057135121↵
},↵
"IGM+": {↵
"count": 71,↵
"percentile": 99.72534911608835↵
},↵
"LGM": {↵
"count": 6,↵
"percentile": 99.97679006614831↵
}↵
},↵
"2016-05-01": {↵
"Active": {↵
"count": 23397,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 5519,↵
"percentile": 76.41150574860025↵
},↵
"CM+": {↵
"count": 1979,↵
"percentile": 91.54165063897081↵
},↵
"M+": {↵
"count": 717,↵
"percentile": 96.93550455186562↵
},↵
"IM+": {↵
"count": 319,↵
"percentile": 98.63657733897509↵
},↵
"GM+": {↵
"count": 206,↵
"percentile": 99.11954524084284↵
},↵
"IGM+": {↵
"count": 75,↵
"percentile": 99.67944608283113↵
},↵
"LGM": {↵
"count": 5,↵
"percentile": 99.9786297388554↵
}↵
},↵
"2016-06-01": {↵
"Active": {↵
"count": 23271,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 5531,↵
"percentile": 76.23222036010485↵
},↵
"CM+": {↵
"count": 2111,↵
"percentile": 90.92862360878347↵
},↵
"M+": {↵
"count": 722,↵
"percentile": 96.89742598083451↵
},↵
"IM+": {↵
"count": 310,↵
"percentile": 98.66786988096773↵
},↵
"GM+": {↵
"count": 205,↵
"percentile": 99.11907524386575↵
},↵
"IGM+": {↵
"count": 77,↵
"percentile": 99.66911606720811↵
},↵
"LGM": {↵
"count": 7,↵
"percentile": 99.96991964247347↵
}↵
},↵
"2016-07-01": {↵
"Active": {↵
"count": 24808,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 5832,↵
"percentile": 76.49145436955821↵
},↵
"CM+": {↵
"count": 2159,↵
"percentile": 91.29716220574008↵
},↵
"M+": {↵
"count": 752,↵
"percentile": 96.96871976781684↵
},↵
"IM+": {↵
"count": 330,↵
"percentile": 98.6697839406643↵
},↵
"GM+": {↵
"count": 217,↵
"percentile": 99.12528216704288↵
},↵
"IGM+": {↵
"count": 82,↵
"percentile": 99.66946146404386↵
},↵
"LGM": {↵
"count": 8,↵
"percentile": 99.9677523379555↵
}↵
},↵
"2016-08-01": {↵
"Active": {↵
"count": 24501,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 5718,↵
"percentile": 76.6621770539978↵
},↵
"CM+": {↵
"count": 2163,↵
"percentile": 91.17178890657524↵
},↵
"M+": {↵
"count": 748,↵
"percentile": 96.94706338516795↵
},↵
"IM+": {↵
"count": 323,↵
"percentile": 98.68168646177708↵
},↵
"GM+": {↵
"count": 216,↵
"percentile": 99.11840333047631↵
},↵
"IGM+": {↵
"count": 87,↵
"percentile": 99.64491245255296↵
},↵
"LGM": {↵
"count": 5,↵
"percentile": 99.97959266968695↵
}↵
},↵
"2016-09-01": {↵
"Active": {↵
"count": 25680,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 5870,↵
"percentile": 77.14174454828661↵
},↵
"CM+": {↵
"count": 2241,↵
"percentile": 91.2733644859813↵
},↵
"M+": {↵
"count": 735,↵
"percentile": 97.13785046728972↵
},↵
"IM+": {↵
"count": 312,↵
"percentile": 98.78504672897196↵
},↵
"GM+": {↵
"count": 212,↵
"percentile": 99.17445482866043↵
},↵
"IGM+": {↵
"count": 77,↵
"percentile": 99.70015576323988↵
},↵
"LGM": {↵
"count": 7,↵
"percentile": 99.97274143302181↵
}↵
},↵
"2016-10-01": {↵
"Active": {↵
"count": 25659,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 5850,↵
"percentile": 77.20098211153982↵
},↵
"CM+": {↵
"count": 2245,↵
"percentile": 91.25063330605246↵
},↵
"M+": {↵
"count": 706,↵
"percentile": 97.2485287813243↵
},↵
"IM+": {↵
"count": 294,↵
"percentile": 98.8542032035543↵
},↵
"GM+": {↵
"count": 192,↵
"percentile": 99.25172454109669↵
},↵
"IGM+": {↵
"count": 84,↵
"percentile": 99.6726294867298↵
},↵
"LGM": {↵
"count": 7,↵
"percentile": 99.97271912389415↵
}↵
},↵
"2016-11-01": {↵
"Active": {↵
"count": 29332,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6334,↵
"percentile": 78.40583662893768↵
},↵
"CM+": {↵
"count": 2456,↵
"percentile": 91.62689213146052↵
},↵
"M+": {↵
"count": 794,↵
"percentile": 97.29305877539888↵
},↵
"IM+": {↵
"count": 311,↵
"percentile": 98.93972453293331↵
},↵
"GM+": {↵
"count": 207,↵
"percentile": 99.29428610391382↵
},↵
"IGM+": {↵
"count": 84,↵
"percentile": 99.71362334651575↵
},↵
"LGM": {↵
"count": 9,↵
"percentile": 99.96931678712669↵
}↵
},↵
"2016-12-01": {↵
"Active": {↵
"count": 30017,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6388,↵
"percentile": 78.71872605523536↵
},↵
"CM+": {↵
"count": 2458,↵
"percentile": 91.81130692607522↵
},↵
"M+": {↵
"count": 792,↵
"percentile": 97.36149515274678↵
},↵
"IM+": {↵
"count": 326,↵
"percentile": 98.913948762368↵
},↵
"GM+": {↵
"count": 213,↵
"percentile": 99.29040210547356↵
},↵
"IGM+": {↵
"count": 77,↵
"percentile": 99.74347869540594↵
},↵
"LGM": {↵
"count": 11,↵
"percentile": 99.9633540993437↵
}↵
},↵
"2017-01-01": {↵
"Active": {↵
"count": 31613,↵
"percentile": 0.0↵
},↵
"Expert+": {↵
"count": 6742,↵
"percentile": 78.67333059184513↵
},↵
"CM+": {↵
"count": 2607,↵
"percentile": 91.75339259165533↵
},↵
"M+": {↵
"count": 839,↵
"percentile": 97.34602853256571↵
},↵
"IM+": {↵
"count": 335,↵
"percentile": 98.9403093663999↵
},↵
"GM+": {↵
"count": 230,↵
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}↵
↵
```↵
↵
</spoiler>↵
↵
↵
↵
↵
↵
Plot for Experts:↵
↵
<spoiler>↵
↵
↵
↵
↵
</spoiler>↵
↵
Codes and files are available [here](https://drive.google.com/drive/folders/1E7JraQjx2kwVRM5Gb55Y7s_eVME2GPxG?usp=sharing).
↵
<spoiler summary="Json object">↵
```↵
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},↵
"2019-12-01": {↵
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"2020-08-01": {↵
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}↵
}↵
}↵
↵
```↵
↵
</spoiler>↵
↵
↵
↵
↵
↵
Plot for Experts:↵
↵
<spoiler>↵
↵
↵
↵
↵
</spoiler>↵
↵
Codes and files are available [here](https://drive.google.com/drive/folders/1E7JraQjx2kwVRM5Gb55Y7s_eVME2GPxG?usp=sharing).
