-
Copy the code below into a jupyter notebook
import matplotlib.pyplot as plt import pandas as pd import numpy as np import seaborn as sns from scipy import stats df1 = pd.read_csv('https://gist.githubusercontent.com/zgulde/cf9e11788c122bf6a75447209f8a9f0e/raw/17535dc2c29d6c47c228279e8941c037bb2d4405/one.csv') df2 = pd.read_csv('https://gist.githubusercontent.com/zgulde/cf9e11788c122bf6a75447209f8a9f0e/raw/17535dc2c29d6c47c228279e8941c037bb2d4405/two.csv') df3 = pd.read_csv('https://gist.githubusercontent.com/zgulde/cf9e11788c122bf6a75447209f8a9f0e/raw/a6e34db05ac8d817789c205787527974fa10c092/three.csv')
-
For
df1
:- Take a look at the data in
df1
. - Does
x
increase from time one to time two? - Visualize the relationship between
x
andtime
. - Run a statistical test to further examine the relationship between these features.
- Take a look at the data in
-
For
df2
:- Take a look at the data in
df2
. - Visualize the relationship between
x
andy
. - How would you describe the relationship between
x
andy
? - Run a statistical test to examine the relationship between
x
andy
.
- Take a look at the data in
-
For
df3
:- Take a look at the data in
df3
- Which surgeon has the higher success rate?
- If you had to have heart bypass surgery, which surgeon should you go to?
- Take a look at the data in
-
For
df1
anddf2
, what happens to the relationships if you take into account thegroup
feature?
-
-
Save ryanorsinger/842781a14914ed4f976a71800d552399 to your computer and use it in GitHub Desktop.
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group | x | time | |
---|---|---|---|
a | 7.0871133595881854 | one | |
a | 5.164441230229825 | one | |
a | 6.150205542546632 | one | |
a | 3.7326479509897723 | one | |
a | 5.181035129597004 | one | |
a | 6.1778619388085785 | one | |
b | 10.197018932543475 | one | |
a | 6.031114458921742 | one | |
a | 3.9154320879942333 | one | |
a | 3.6365284553814154 | one | |
a | 5.379400612078136 | one | |
a | 4.620823565427448 | one | |
a | 5.6420546892718315 | one | |
a | 3.022112068479551 | one | |
a | 5.712264635470518 | one | |
a | 7.598303927269315 | one | |
a | 4.97537401856852 | one | |
a | 5.034142128909841 | one | |
a | 5.179549484638679 | one | |
a | 3.1380242892082126 | one | |
a | 5.42614663969031 | one | |
b | 10.278683516727055 | one | |
a | 4.572320401876196 | one | |
a | 6.242869549603737 | one | |
a | 4.264783043899923 | one | |
a | 5.5012489895674 | one | |
a | 6.012739053956371 | one | |
a | 5.278740856095999 | one | |
a | 3.629051529905392 | one | |
a | 4.667524724648586 | one | |
a | 6.959411342388286 | one | |
a | 2.974954237002529 | one | |
a | 4.724213986133824 | one | |
a | 4.4478919285118925 | one | |
a | 5.120747363097139 | one | |
a | 5.74821561718723 | one | |
a | 6.608690968022053 | one | |
b | 8.581274085964548 | one | |
b | 9.134567728484846 | one | |
a | 5.499740144865173 | one | |
a | 5.4743472978718 | one | |
a | 4.436076068473527 | one | |
a | 4.002678531224099 | one | |
a | 3.899956887379303 | one | |
b | 9.753184223058925 | one | |
a | 5.321686575866226 | one | |
a | 5.76094939312833 | one | |
b | 9.56583347974841 | one | |
a | 4.451044903804259 | one | |
a | 6.805970109932475 | one | |
a | 6.51886562363154 | one | |
b | 9.800887617242747 | one | |
a | 4.176568594014334 | one | |
a | 5.130214954157969 | one | |
a | 6.267298645054353 | one | |
a | 5.332764977254117 | one | |
a | 5.556548704910044 | one | |
a | 4.7879198777243746 | one | |
b | 10.630488030489918 | one | |
a | 6.544544451456138 | one | |
a | 4.760331218522289 | one | |
a | 5.143307732507872 | one | |
a | 5.253816476549627 | one | |
a | 5.283725355771037 | one | |
b | 9.31754906580002 | one | |
a | 3.1231313441261053 | one | |
a | 3.9803449290781607 | one | |
a | 5.1679422954016685 | one | |
a | 5.553856166003211 | one | |
a | 4.469325440226376 | one | |
a | 6.377257482867307 | one | |
b | 12.958625445893176 | one | |
a | 5.020315998234625 | one | |
a | 4.806036129447338 | one | |
a | 5.134026792746665 | one | |
a | 5.7044740740436035 | one | |
a | 5.665653437912331 | one | |
a | 4.10157705939041 | one | |
a | 6.523663776478528 | one | |
a | 3.9049735425730825 | one | |
a | 5.079227014090613 | one | |
a | 4.725603426477647 | one | |
a | 3.9510083226815125 | one | |
a | 4.9248794120261685 | one | |
b | 11.408369146076902 | one | |
b | 9.391289196735558 | one | |
a | 5.403085961219367 | one | |
a | 6.471929368973272 | one | |
a | 5.307384218627415 | one | |
a | 4.388774659695175 | one | |
a | 4.608380189280399 | one | |
b | 9.33319249120348 | one | |
a | 5.093460829462151 | one | |
a | 6.459589268228421 | one | |
a | 6.395352929756955 | one | |
a | 4.641064073757739 | one | |
a | 4.451357871813801 | one | |
a | 2.4429453959321417 | one | |
a | 4.45107958667778 | one | |
a | 4.021942293915716 | one | |
b | 8.67364893381375 | two | |
a | 2.4110294535293213 | two | |
b | 8.98647401870094 | two | |
b | 8.99380670713641 | two | |
b | 8.020418758785576 | two | |
b | 7.4181497901831275 | two | |
b | 7.340439911727704 | two | |
b | 8.75094459718968 | two | |
b | 5.561539435954977 | two | |
b | 6.6928218116957146 | two | |
b | 7.03674631412121 | two | |
b | 7.7523786213063826 | two | |
b | 5.368561963191667 | two | |
b | 9.258721302589333 | two | |
b | 8.600175236329594 | two | |
b | 9.984582398458567 | two | |
b | 9.062214468922782 | two | |
b | 9.030379331152028 | two | |
b | 10.250676031030867 | two | |
b | 7.42904191314257 | two | |
b | 6.496541600750605 | two | |
b | 7.7676426035072605 | two | |
b | 7.1750079461528395 | two | |
b | 7.743154638975553 | two | |
b | 6.94978100974191 | two | |
b | 8.567880067453997 | two | |
b | 8.512982849598725 | two | |
b | 7.973077409431728 | two | |
b | 8.31158150338288 | two | |
a | 3.2440269381404945 | two | |
a | 4.534090289303864 | two | |
b | 8.069640749485355 | two | |
b | 7.734554375104227 | two | |
b | 8.92958446994271 | two | |
b | 9.260821269226762 | two | |
b | 9.337453825641212 | two | |
b | 7.009725310680518 | two | |
b | 7.465552791958302 | two | |
b | 6.298503905252308 | two | |
b | 7.761434981796394 | two | |
b | 8.416123814477626 | two | |
b | 7.867198825488025 | two | |
b | 9.930850867048303 | two | |
b | 7.594156624888643 | two | |
b | 6.911491444511071 | two | |
a | 1.2910082234507967 | two | |
b | 8.14993382849816 | two | |
b | 8.549642595800385 | two | |
b | 8.30378793078619 | two | |
a | 0.5569242141206852 | two | |
a | 1.6196486763457008 | two | |
b | 7.273885972482654 | two | |
b | 7.409675082047135 | two | |
b | 7.652035662065074 | two | |
b | 7.551608361539059 | two | |
b | 8.41281876168769 | two | |
b | 8.600882508692019 | two | |
a | 4.516973678246611 | two | |
b | 8.686804406794678 | two | |
b | 8.58576813866707 | two | |
b | 8.465770066038216 | two | |
b | 6.5821055119703304 | two | |
b | 8.440582300289 | two | |
b | 8.08259541953627 | two | |
b | 8.960880075213844 | two | |
b | 9.784356795301303 | two | |
b | 9.588067885594262 | two | |
b | 8.112644172239929 | two | |
b | 7.998125308274229 | two | |
b | 8.631948284009333 | two | |
b | 6.884960046580559 | two | |
a | 2.4491067948828578 | two | |
b | 7.527469407975001 | two | |
b | 9.220568913714528 | two | |
b | 7.668871701717528 | two | |
a | 3.142990028167161 | two | |
b | 5.211887116914998 | two | |
a | 3.261989196783341 | two | |
b | 7.876311267144301 | two | |
b | 8.888194541340876 | two | |
b | 7.9303769012799075 | two | |
b | 7.904347255506701 | two | |
b | 7.878258504742908 | two | |
b | 6.237102265598925 | two | |
a | 2.6734823533812766 | two | |
b | 7.317235280162628 | two | |
b | 9.089532657214454 | two | |
b | 7.92947658203765 | two | |
b | 9.068160387329081 | two | |
a | 4.064422688410907 | two | |
a | 2.9606706653550847 | two | |
b | 8.226261647068702 | two | |
b | 6.527022390888424 | two | |
b | 8.006029327171035 | two | |
b | 9.716040322112132 | two | |
b | 9.308193563988715 | two | |
a | 3.9315296133879656 | two | |
a | 3.3850661027772713 | two | |
b | 8.247979884747538 | two | |
b | 8.817188280117408 | two |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
surgeon | surgery | success | |
---|---|---|---|
A | appendectomy | 1 | |
B | appendectomy | 1 | |
A | heart bypass | 0 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 0 | |
B | appendectomy | 1 | |
B | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 0 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
B | appendectomy | 1 | |
B | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
B | appendectomy | 1 | |
B | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | heart bypass | 0 | |
B | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 0 | |
B | heart bypass | 0 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
A | heart bypass | 0 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | heart bypass | 0 | |
A | appendectomy | 1 | |
A | appendectomy | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 0 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 0 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 0 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
A | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
B | appendectomy | 1 | |
A | appendectomy | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | heart bypass | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 0 | |
A | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
A | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
A | appendectomy | 1 | |
B | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 0 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 0 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 0 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | heart bypass | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
B | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
A | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
B | appendectomy | 1 | |
A | heart bypass | 0 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | heart bypass | 0 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | appendectomy | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 1 | |
B | heart bypass | 0 | |
A | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 0 | |
B | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | appendectomy | 1 | |
A | appendectomy | 0 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
A | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 0 | |
A | appendectomy | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | appendectomy | 0 | |
A | appendectomy | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 0 | |
A | appendectomy | 0 | |
B | heart bypass | 0 | |
A | heart bypass | 0 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
A | appendectomy | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 1 | |
A | heart bypass | 1 | |
A | appendectomy | 1 | |
B | heart bypass | 1 | |
B | appendectomy | 1 | |
B | heart bypass | 0 | |
B | heart bypass | 0 | |
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88.25407879016807 | 604.7727443300258 | c | |
90.71439238222597 | 581.0349628543019 | c | |
91.83605055018117 | 630.6403518990915 | c | |
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92.739069337433 | 570.97885241143 | c | |
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86.7517532424342 | 574.1521429372494 | c | |
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93.68817494022984 | 605.068911757392 | c | |
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88.71611726571963 | 577.5957451974414 | c | |
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87.23299394301256 | 575.6240123291852 | c | |
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90.26438997494441 | 597.8762178297976 | c | |
89.91508020440436 | 571.4307357954833 | c | |
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111.29516453799106 | 638.5794531072817 | d | |
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104.96092731778828 | 650.5210807148811 | d | |
107.87275026705422 | 643.7925263690286 | d | |
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107.7199306900186 | 647.7023239200915 | d | |
103.73379446634758 | 636.8765867002318 | d | |
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110.34740684007915 | 650.6392393152647 | d | |
108.56390937053737 | 654.973214687759 | d | |
114.60617937051943 | 656.000431126207 | d | |
107.443888445383 | 652.5643720939912 | d | |
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108.15211484677893 | 641.765311521431 | d | |
109.42727675503882 | 650.4895509619574 | d | |
110.62369389159302 | 626.9402989006752 | d | |
113.02029611060931 | 629.8113437636846 | d | |
104.29223161781661 | 648.5400011275017 | d | |
107.46897137858164 | 653.2343140598566 | d | |
107.65668572394327 | 643.6978504584204 | d | |
111.81355089208512 | 632.3270135494565 | d | |
107.93001081677997 | 641.6723502274589 | d | |
103.31447322076204 | 639.4345129508996 | d | |
109.26319139159973 | 647.1208012227562 | d | |
108.89893230537719 | 640.4372910479777 | d | |
109.53925469731395 | 629.5545554854386 | d | |
105.87951135706156 | 647.3966878147771 | d | |
114.15710404325351 | 643.5669226749212 | d |
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