Computational Reproducibility: from theory to practice

background-image: url(assets/user2020_title.png)
background-size: contain

---

# 👋 Hello

### me: **Dr Anna Krystalli**

- **Research Software Engineer**, _University of Sheffield_
    + twitter **@annakrystalli**
    + github **@annakrystalli**
    + email **a.krystalli[at]sheffield.ac.uk**
    
- **Editor [rOpenSci](http://onboarding.ropensci.org/)**

- **Co-organiser:** [Sheffield R Users group](https://www.meetup.com/SheffieldR-Sheffield-R-Users-Group/)

---
layout: true

.left.footnote[ @annakrystalli]

---
class: inverse, center, middle

# Background

---
background-image: url(assets/boats.png)
background-size: cover

## .bg-white[Marine Biology]

---
background-image: url(assets/maps.png)
background-size: cover

.box[
## .bg-white[Marine Biology]
]

---
background-image: url(https://www.reactiongifs.com/r/O_o.gif)
background-size: cover
class: inverse

## .bg-white[ Quality Assurance ]
.bg-white[> #### _QA Auditor for a Contract Research Organisation subject to GLP regulation_

]

---
background-image: url(assets/ruchindra-gunasekara-GK8x_XCcDZg-unsplash.jpg)
background-size: cover

## .bg-white[Ultrasport]
.bg-white[
> #### _Brand coordinator for an extreme sports equipment distributor_

]

---
class: inverse, center, middle

# Back to science:

---

.pull-left[

### Ooops, that's embarassing!

![](assets/reproducibility-graphic-online1.jpeg)
]

.pull-right[
![](assets/reproducibility-graphic-online4.jpg)
]

---

# The paper is the advertisement

> “an article about a computational result is advertising, not scholarship. The **actual scholarship is the full software environment, code and data, that produced the result.**”

*John Claerbout paraphrased in [Buckheit and Donoho (1995)](https://statweb.stanford.edu/~wavelab/Wavelab_850/wavelab.pdf)*

### Why is our whole system geared towards **reviewing, publishing, distributing, archiving** the advertisement?

---

## Progress: calls for reproducibility as minimum standard

> #### **Reproducibility** has the potential to serve as a **minimum standard for judging scientific claims** when full independent replication of a study is not possible.

.center[
<img src="assets/repro-spectrum.jpg" width="90%" />
]
.img-attr[Reproducible Research in Computational Science
_ROGER D. PENG, SCIENCE 02 DEC 2011 : 1226-1227_
]

---
class: inverse, center, middle

.box[
## Benefit #1
]

## transparency as a means of verification

---
background-image: url("https://media1.giphy.com/media/BWTZOE4vnj3gs/giphy.gif?cid=790b761105c665c045cf431bde7e8419e02f3f6314ac0d32&rid=giphy.gif")
background-size: cover

.bg-white[
### There is a hidden superpower...
]

---
background-image: url("assets/repository-fork.png")

.pull-left[

## **Woah, It's evolution...**

]

.pull-right[

]

---

> #### [**_Macroecological and macroevolutionary patterns emerge in the universe of GNU/Linux operating systems_**](https://doi.org/10.1111/ecog.03424)

.pull-left[

> doi:10.1111/ecog.03424

]

.pull-right[

]

---
background-image: url("assets/hanslibdata.png")
background-size: cover

## Example: **gapminder.org: 2006**

### [liberating stories from data](https://youtu.be/hVimVzgtD6w?t=15m3s)

---
## Gapminder today

```r
library(ggplot2)

p <- ggplot(gapminder::gapminder, aes(gdpPercap, lifeExp, size = pop, color = continent, frame = year)) +
 geom_point() + scale_x_log10() + theme_bw()
```

```r
plotly::ggplotly(p)
```

<div id="htmlwidget-1af30ef9e1b88a377fc5" style="width:90%;height:288px;" class="plotly html-widget"></div>
<script type="application/json" data-for="htmlwidget-1af30ef9e1b88a377fc5">{"x":{"data":[{"x":[3.38899023661283,3.54661795189398,3.02643201267174,2.93005260502055,2.7350039250647,2.5305793268568,3.06917494642867,3.02991544783555,3.07139072908185,3.04257194357223,2.89239645809614,3.32748591742422,3.14257551331311,3.42643472038373,3.15192805015693,2.57477544261792,2.51711742361593,2.55888402796697,3.63280908763635,2.68594823378004,2.95966086373133,2.7077374684251,2.47690451520437,2.93122434615365,2.47544775548677,2.76010041014319,3.3779521224475,3.15926985690029,2.56722061382276,2.65546209483727,2.87105655940933,3.29401531949067,3.22742481432583,2.67073373159289,3.38449327691663,2.88188621742309,3.03232934535076,3.43439088585181,2.69313213434862,2.94427711610338,3.16147491028024,2.94437790363822,3.05528268506973,3.6744289754842,3.20843897238107,3.06008434430642,2.85530714889989,2.93440181335381,3.16686674390612,2.86614165405515,3.05971061802448,2.6094707348536],"y":[43.077,30.015,38.223,47.622,31.975,39.031,38.523,35.463,38.092,40.715,39.143,42.111,40.477,34.812,41.893,34.482,35.928,34.078,37.003,30,43.149,33.609,32.5,42.27,42.138,38.48,42.723,36.681,36.256,33.685,40.543,50.986,42.873,31.286,41.725,37.444,36.324,52.724,40,46.471,37.278,30.331,32.978,45.009,38.635,41.407,41.215,38.596,44.6,39.978,42.038,48.451],"text":["gdpPercap: 2449.0082 lifeExp: 43.07700 pop: 9279525 continent: Africa year: 1952","gdpPercap: 3520.6103 lifeExp: 30.01500 pop: 4232095 continent: Africa year: 1952","gdpPercap: 1062.7522 lifeExp: 38.22300 pop: 1738315 continent: Africa year: 1952","gdpPercap: 851.2411 lifeExp: 47.62200 pop: 442308 continent: Africa year: 1952","gdpPercap: 543.2552 lifeExp: 31.97500 pop: 4469979 continent: Africa year: 1952","gdpPercap: 339.2965 lifeExp: 39.03100 pop: 2445618 continent: Africa year: 1952","gdpPercap: 1172.6677 lifeExp: 38.52300 pop: 5009067 continent: Africa year: 1952","gdpPercap: 1071.3107 lifeExp: 35.46300 pop: 1291695 continent: Africa year: 1952","gdpPercap: 1178.6659 lifeExp: 38.09200 pop: 2682462 continent: Africa year: 1952","gdpPercap: 1102.9909 lifeExp: 40.71500 pop: 153936 continent: Africa year: 1952","gdpPercap: 780.5423 lifeExp: 39.14300 pop: 14100005 continent: Africa year: 1952","gdpPercap: 2125.6214 lifeExp: 42.11100 pop: 854885 continent: Africa year: 1952","gdpPercap: 1388.5947 lifeExp: 40.47700 pop: 2977019 continent: Africa year: 1952","gdpPercap: 2669.5295 lifeExp: 34.81200 pop: 63149 continent: Africa year: 1952","gdpPercap: 1418.8224 lifeExp: 41.89300 pop: 22223309 continent: Africa year: 1952","gdpPercap: 375.6431 lifeExp: 34.48200 pop: 216964 continent: Africa year: 1952","gdpPercap: 328.9406 lifeExp: 35.92800 pop: 1438760 continent: Africa year: 1952","gdpPercap: 362.1463 lifeExp: 34.07800 pop: 20860941 continent: Africa year: 1952","gdpPercap: 4293.4765 lifeExp: 37.00300 pop: 420702 continent: Africa year: 1952","gdpPercap: 485.2307 lifeExp: 30.00000 pop: 284320 continent: Africa year: 1952","gdpPercap: 911.2989 lifeExp: 43.14900 pop: 5581001 continent: Africa year: 1952","gdpPercap: 510.1965 lifeExp: 33.60900 pop: 2664249 continent: Africa year: 1952","gdpPercap: 299.8503 lifeExp: 32.50000 pop: 580653 continent: Africa year: 1952","gdpPercap: 853.5409 lifeExp: 42.27000 pop: 6464046 continent: Africa year: 1952","gdpPercap: 298.8462 lifeExp: 42.13800 pop: 748747 continent: Africa year: 1952","gdpPercap: 575.5730 lifeExp: 38.48000 pop: 863308 continent: Africa year: 1952","gdpPercap: 2387.5481 lifeExp: 42.72300 pop: 1019729 continent: Africa year: 1952","gdpPercap: 1443.0117 lifeExp: 36.68100 pop: 4762912 continent: Africa year: 1952","gdpPercap: 369.1651 lifeExp: 36.25600 pop: 2917802 continent: Africa year: 1952","gdpPercap: 452.3370 lifeExp: 33.68500 pop: 3838168 continent: Africa year: 1952","gdpPercap: 743.1159 lifeExp: 40.54300 pop: 1022556 continent: Africa year: 1952","gdpPercap: 1967.9557 lifeExp: 50.98600 pop: 516556 continent: Africa year: 1952","gdpPercap: 1688.2036 lifeExp: 42.87300 pop: 9939217 continent: Africa year: 1952","gdpPercap: 468.5260 lifeExp: 31.28600 pop: 6446316 continent: Africa year: 1952","gdpPercap: 2423.7804 lifeExp: 41.72500 pop: 485831 continent: Africa year: 1952","gdpPercap: 761.8794 lifeExp: 37.44400 pop: 3379468 continent: Africa year: 1952","gdpPercap: 1077.2819 lifeExp: 36.32400 pop: 33119096 continent: Africa year: 1952","gdpPercap: 2718.8853 lifeExp: 52.72400 pop: 257700 continent: Africa year: 1952","gdpPercap: 493.3239 lifeExp: 40.00000 pop: 2534927 continent: Africa year: 1952","gdpPercap: 879.5836 lifeExp: 46.47100 pop: 60011 continent: Africa year: 1952","gdpPercap: 1450.3570 lifeExp: 37.27800 pop: 2755589 continent: Africa year: 1952","gdpPercap: 879.7877 lifeExp: 30.33100 pop: 2143249 continent: Africa year: 1952","gdpPercap: 1135.7498 lifeExp: 32.97800 pop: 2526994 continent: Africa year: 1952","gdpPercap: 4725.2955 lifeExp: 45.00900 pop: 14264935 continent: Africa year: 1952","gdpPercap: 1615.9911 lifeExp: 38.63500 pop: 8504667 continent: Africa year: 1952","gdpPercap: 1148.3766 lifeExp: 41.40700 pop: 290243 continent: Africa year: 1952","gdpPercap: 716.6501 lifeExp: 41.21500 pop: 8322925 continent: Africa year: 1952","gdpPercap: 859.8087 lifeExp: 38.59600 pop: 1219113 continent: Africa year: 1952","gdpPercap: 1468.4756 lifeExp: 44.60000 pop: 3647735 continent: Africa year: 1952","gdpPercap: 734.7535 lifeExp: 39.97800 pop: 5824797 continent: Africa year: 1952","gdpPercap: 1147.3888 lifeExp: 42.03800 pop: 2672000 continent: Africa year: 1952","gdpPercap: 406.8841 lifeExp: 48.45100 pop: 3080907 continent: Africa year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[5.35968804514207,4.84250416186875,4.45371785674036,4.1012990986035,4.87238849503729,4.58332502678959,4.93726043871616,4.35708719417804,4.62228166006047,3.93901914820522,5.72950974795362,4.24350442739459,4.66835201061866,3.80867991467032,6.22951792375247,3.98570065576357,4.39059590687407,6.15302386263088,4.09207420046803,4.02600122977445,5.00232821691524,4.6193500851059,4.1550334747376,5.09649194848592,4.2114179836478,4.24595624902047,4.28935006529264,4.90810171738286,4.65928391982779,4.79107716188864,4.29010039425127,4.13116003515429,5.41524469769673,5.09466763284805,4.11912171762827,4.72768554447956,6.77174119676661,4.01091428219662,4.59823250699591,3.77952755905512,4.63395096147068,4.53066018778736,4.59691933126708,5.74092968044297,5.29182829988804,4.02923416203677,5.27546626675411,4.33981128880517,4.76525465868962,5.02903480362436,4.62059893948484,4.68404109519925],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.77168410638546,3.4277013118156,3.32406512092713,4.05565201579927,3.59549388379384,3.33124809455434,3.41946163852479,3.74714281784858,3.14541928995783,3.54680300382501,3.48405811924978,3.38529120987805,3.26490442284377,3.34141992333242,3.46217793171264,3.54134525206814,3.49309037603174,3.39451827933144,3.29054848983727,3.57501726271782,3.4888269675211,3.48047721152403,4.14583267954377,3.7571504724556,3.88591503111158],"y":[62.485,40.414,50.917,68.75,54.745,50.643,57.206,59.421,45.928,48.357,45.262,42.023,37.579,41.912,58.53,50.789,42.314,55.191,62.649,43.902,64.28,59.1,68.44,66.071,55.088],"text":["gdpPercap: 5911.3151 lifeExp: 62.48500 pop: 17876956 continent: Americas year: 1952","gdpPercap: 2677.3263 lifeExp: 40.41400 pop: 2883315 continent: Americas year: 1952","gdpPercap: 2108.9444 lifeExp: 50.91700 pop: 56602560 continent: Americas year: 1952","gdpPercap: 11367.1611 lifeExp: 68.75000 pop: 14785584 continent: Americas year: 1952","gdpPercap: 3939.9788 lifeExp: 54.74500 pop: 6377619 continent: Americas year: 1952","gdpPercap: 2144.1151 lifeExp: 50.64300 pop: 12350771 continent: Americas year: 1952","gdpPercap: 2627.0095 lifeExp: 57.20600 pop: 926317 continent: Americas year: 1952","gdpPercap: 5586.5388 lifeExp: 59.42100 pop: 6007797 continent: Americas year: 1952","gdpPercap: 1397.7171 lifeExp: 45.92800 pop: 2491346 continent: Americas year: 1952","gdpPercap: 3522.1107 lifeExp: 48.35700 pop: 3548753 continent: Americas year: 1952","gdpPercap: 3048.3029 lifeExp: 45.26200 pop: 2042865 continent: Americas year: 1952","gdpPercap: 2428.2378 lifeExp: 42.02300 pop: 3146381 continent: Americas year: 1952","gdpPercap: 1840.3669 lifeExp: 37.57900 pop: 3201488 continent: Americas year: 1952","gdpPercap: 2194.9262 lifeExp: 41.91200 pop: 1517453 continent: Americas year: 1952","gdpPercap: 2898.5309 lifeExp: 58.53000 pop: 1426095 continent: Americas year: 1952","gdpPercap: 3478.1255 lifeExp: 50.78900 pop: 30144317 continent: Americas year: 1952","gdpPercap: 3112.3639 lifeExp: 42.31400 pop: 1165790 continent: Americas year: 1952","gdpPercap: 2480.3803 lifeExp: 55.19100 pop: 940080 continent: Americas year: 1952","gdpPercap: 1952.3087 lifeExp: 62.64900 pop: 1555876 continent: Americas year: 1952","gdpPercap: 3758.5234 lifeExp: 43.90200 pop: 8025700 continent: Americas year: 1952","gdpPercap: 3081.9598 lifeExp: 64.28000 pop: 2227000 continent: Americas year: 1952","gdpPercap: 3023.2719 lifeExp: 59.10000 pop: 662850 continent: Americas year: 1952","gdpPercap: 13990.4821 lifeExp: 68.44000 pop: 157553000 continent: Americas year: 1952","gdpPercap: 5716.7667 lifeExp: 66.07100 pop: 2252965 continent: Americas year: 1952","gdpPercap: 7689.7998 lifeExp: 55.08800 pop: 5439568 continent: Americas year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[5.97619242125899,4.65395948424224,7.69275305989396,5.77655156249043,5.08757507658801,5.60399682816117,4.2639038135082,5.04871232496498,4.59099217002467,4.7515619042363,4.5123395251453,4.69379062971888,4.70191658143957,4.40779249758022,4.38778283665972,6.6339430009005,4.32677199222334,4.26773629366056,4.4160201956941,5.24831468311839,4.54561005055384,4.18358941453741,10.3104991726885,4.55018600857998,4.98656416222882],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.89178565070639,3.99418885910468,2.83521110677235,2.56640129232975,2.60254679160356,3.48492892667285,2.73764241302062,2.8748768833905,3.48220534228651,3.61592545033292,3.61135385491083,3.50744516771402,3.18946443127902,3.0367397532404,3.0130868621518,5.03495857498782,3.68437887876133,3.26271986425609,2.89573564318216,2.51982799377572,2.73708582406826,3.26203090406686,2.83543508289054,3.10478780221552,3.81020258849406,3.3645769259938,3.0348417539084,3.2157658381984,3.08168852810498,2.8795531210227,2.78180310257259,3.18058239847588,2.89304987672292],"y":[28.801,50.939,37.484,39.417,44,60.96,37.373,37.468,44.869,45.32,65.39,63.03,43.158,50.056,47.453,55.565,55.928,48.463,42.244,36.319,36.157,37.578,43.436,47.752,39.875,60.396,57.593,45.883,58.5,50.848,40.412,43.16,32.548],"text":["gdpPercap: 779.4453 lifeExp: 28.80100 pop: 8425333 continent: Asia year: 1952","gdpPercap: 9867.0848 lifeExp: 50.93900 pop: 120447 continent: Asia year: 1952","gdpPercap: 684.2442 lifeExp: 37.48400 pop: 46886859 continent: Asia year: 1952","gdpPercap: 368.4693 lifeExp: 39.41700 pop: 4693836 continent: Asia year: 1952","gdpPercap: 400.4486 lifeExp: 44.00000 pop: 556263527 continent: Asia year: 1952","gdpPercap: 3054.4212 lifeExp: 60.96000 pop: 2125900 continent: Asia year: 1952","gdpPercap: 546.5657 lifeExp: 37.37300 pop: 372000000 continent: Asia year: 1952","gdpPercap: 749.6817 lifeExp: 37.46800 pop: 82052000 continent: Asia year: 1952","gdpPercap: 3035.3260 lifeExp: 44.86900 pop: 17272000 continent: Asia year: 1952","gdpPercap: 4129.7661 lifeExp: 45.32000 pop: 5441766 continent: Asia year: 1952","gdpPercap: 4086.5221 lifeExp: 65.39000 pop: 1620914 continent: Asia year: 1952","gdpPercap: 3216.9563 lifeExp: 63.03000 pop: 86459025 continent: Asia year: 1952","gdpPercap: 1546.9078 lifeExp: 43.15800 pop: 607914 continent: Asia year: 1952","gdpPercap: 1088.2778 lifeExp: 50.05600 pop: 8865488 continent: Asia year: 1952","gdpPercap: 1030.5922 lifeExp: 47.45300 pop: 20947571 continent: Asia year: 1952","gdpPercap: 108382.3529 lifeExp: 55.56500 pop: 160000 continent: Asia year: 1952","gdpPercap: 4834.8041 lifeExp: 55.92800 pop: 1439529 continent: Asia year: 1952","gdpPercap: 1831.1329 lifeExp: 48.46300 pop: 6748378 continent: Asia year: 1952","gdpPercap: 786.5669 lifeExp: 42.24400 pop: 800663 continent: Asia year: 1952","gdpPercap: 331.0000 lifeExp: 36.31900 pop: 20092996 continent: Asia year: 1952","gdpPercap: 545.8657 lifeExp: 36.15700 pop: 9182536 continent: Asia year: 1952","gdpPercap: 1828.2303 lifeExp: 37.57800 pop: 507833 continent: Asia year: 1952","gdpPercap: 684.5971 lifeExp: 43.43600 pop: 41346560 continent: Asia year: 1952","gdpPercap: 1272.8810 lifeExp: 47.75200 pop: 22438691 continent: Asia year: 1952","gdpPercap: 6459.5548 lifeExp: 39.87500 pop: 4005677 continent: Asia year: 1952","gdpPercap: 2315.1382 lifeExp: 60.39600 pop: 1127000 continent: Asia year: 1952","gdpPercap: 1083.5320 lifeExp: 57.59300 pop: 7982342 continent: Asia year: 1952","gdpPercap: 1643.4854 lifeExp: 45.88300 pop: 3661549 continent: Asia year: 1952","gdpPercap: 1206.9479 lifeExp: 58.50000 pop: 8550362 continent: Asia year: 1952","gdpPercap: 757.7974 lifeExp: 50.84800 pop: 21289402 continent: Asia year: 1952","gdpPercap: 605.0665 lifeExp: 40.41200 pop: 26246839 continent: Asia year: 1952","gdpPercap: 1515.5923 lifeExp: 43.16000 pop: 1030585 continent: Asia year: 1952","gdpPercap: 781.7176 lifeExp: 32.54800 pop: 4963829 continent: Asia year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.28470782147571,3.90746422823432,7.34071346783861,4.89978283410227,16.0529038184325,4.52752596966341,13.8160583288728,8.49182715917815,5.93857762560002,4.98681072486484,4.4297098570151,8.61681145587525,4.16473886274926,5.32379895407851,6.15796119827621,3.94408718667722,4.3907662954126,5.12541032235073,4.22739994193016,6.10879854145549,5.3513544503673,4.12778459233438,7.12341365169018,6.2413935934758,4.81325808992936,4.3170878180567,5.24431185499877,4.76715053361297,5.29591439594829,6.17734409784566,6.44263465191063,4.29222542532659,4.93195702800079],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.20440655935692,3.78796153632719,3.9213277159305,2.98835076435393,3.3881521354268,3.49404830692654,3.83734472624362,3.98643066779033,3.80784062264484,3.84694354559525,3.85394839994697,3.54785959575643,3.72128896869472,3.86139630046032,3.71686109021475,3.69297059675009,3.42285001049471,3.95141387106102,4.00412446561185,3.60523280489102,3.48690063208004,3.49756723117478,3.55406003811099,3.70540687333909,3.62480187974278,3.58365604390734,3.93083928091202,4.16832752592624,3.29426798832312,3.99910915184445],"y":[55.23,66.8,68,53.82,59.6,61.21,66.87,70.78,66.55,67.41,67.5,65.86,64.03,72.49,66.91,65.94,59.164,72.13,72.67,61.31,59.82,61.05,57.996,64.36,65.57,64.94,71.86,69.62,43.585,69.18],"text":["gdpPercap: 1601.0561 lifeExp: 55.23000 pop: 1282697 continent: Europe year: 1952","gdpPercap: 6137.0765 lifeExp: 66.80000 pop: 6927772 continent: Europe year: 1952","gdpPercap: 8343.1051 lifeExp: 68.00000 pop: 8730405 continent: Europe year: 1952","gdpPercap: 973.5332 lifeExp: 53.82000 pop: 2791000 continent: Europe year: 1952","gdpPercap: 2444.2866 lifeExp: 59.60000 pop: 7274900 continent: Europe year: 1952","gdpPercap: 3119.2365 lifeExp: 61.21000 pop: 3882229 continent: Europe year: 1952","gdpPercap: 6876.1403 lifeExp: 66.87000 pop: 9125183 continent: Europe year: 1952","gdpPercap: 9692.3852 lifeExp: 70.78000 pop: 4334000 continent: Europe year: 1952","gdpPercap: 6424.5191 lifeExp: 66.55000 pop: 4090500 continent: Europe year: 1952","gdpPercap: 7029.8093 lifeExp: 67.41000 pop: 42459667 continent: Europe year: 1952","gdpPercap: 7144.1144 lifeExp: 67.50000 pop: 69145952 continent: Europe year: 1952","gdpPercap: 3530.6901 lifeExp: 65.86000 pop: 7733250 continent: Europe year: 1952","gdpPercap: 5263.6738 lifeExp: 64.03000 pop: 9504000 continent: Europe year: 1952","gdpPercap: 7267.6884 lifeExp: 72.49000 pop: 147962 continent: Europe year: 1952","gdpPercap: 5210.2803 lifeExp: 66.91000 pop: 2952156 continent: Europe year: 1952","gdpPercap: 4931.4042 lifeExp: 65.94000 pop: 47666000 continent: Europe year: 1952","gdpPercap: 2647.5856 lifeExp: 59.16400 pop: 413834 continent: Europe year: 1952","gdpPercap: 8941.5719 lifeExp: 72.13000 pop: 10381988 continent: Europe year: 1952","gdpPercap: 10095.4217 lifeExp: 72.67000 pop: 3327728 continent: Europe year: 1952","gdpPercap: 4029.3297 lifeExp: 61.31000 pop: 25730551 continent: Europe year: 1952","gdpPercap: 3068.3199 lifeExp: 59.82000 pop: 8526050 continent: Europe year: 1952","gdpPercap: 3144.6132 lifeExp: 61.05000 pop: 16630000 continent: Europe year: 1952","gdpPercap: 3581.4594 lifeExp: 57.99600 pop: 6860147 continent: Europe year: 1952","gdpPercap: 5074.6591 lifeExp: 64.36000 pop: 3558137 continent: Europe year: 1952","gdpPercap: 4215.0417 lifeExp: 65.57000 pop: 1489518 continent: Europe year: 1952","gdpPercap: 3834.0347 lifeExp: 64.94000 pop: 28549870 continent: Europe year: 1952","gdpPercap: 8527.8447 lifeExp: 71.86000 pop: 7124673 continent: Europe year: 1952","gdpPercap: 14734.2327 lifeExp: 69.62000 pop: 4815000 continent: Europe year: 1952","gdpPercap: 1969.1010 lifeExp: 43.58500 pop: 22235677 continent: Europe year: 1952","gdpPercap: 9979.5085 lifeExp: 69.18000 pop: 50430000 continent: Europe year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.35497366188859,5.14334038372947,5.31190799974549,4.63954480229176,5.1773821927127,4.79695842825468,5.34640564914439,4.85540768090017,4.82431045346424,7.16819031911421,8.10508438798888,5.22110024904718,5.37880908201462,3.93386367777419,4.6645559747926,7.37021811470831,4.0890842629233,5.4514981222269,4.72026710784271,6.41625164067622,5.29374176337787,5.89792914795226,5.13660922326248,4.75286831278451,4.40174234414841,6.557272295853,5.16275271192545,4.91433439100264,6.23020142434548,7.47298510514748],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.00171622128976,4.02352306468033],"y":[69.12,69.39],"text":["gdpPercap: 10039.5956 lifeExp: 69.12000 pop: 8691212 continent: Oceania year: 1952","gdpPercap: 10556.5757 lifeExp: 69.39000 pop: 1994794 continent: Oceania year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.3084406480005,4.50340212052704],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"layout":{"margin":{"t":28.7853881278539,"r":7.30593607305936,"b":42.7397260273973,"l":37.2602739726027},"plot_bgcolor":"rgba(255,255,255,1)","paper_bgcolor":"rgba(255,255,255,1)","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"xaxis":{"domain":[0,1],"automargin":true,"type":"linear","autorange":false,"range":[2.24867743229327,5.18872279335025],"tickmode":"array","ticktext":["1e+03","1e+04","1e+05"],"tickvals":[3,4,5],"categoryorder":"array","categoryarray":["1e+03","1e+04","1e+05"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":"rgba(235,235,235,1)","gridwidth":0.66417600664176,"zeroline":false,"anchor":"y","title":{"text":"gdpPercap","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187}},"hoverformat":".2f"},"yaxis":{"domain":[0,1],"automargin":true,"type":"linear","autorange":false,"range":[20.6488,85.5532],"tickmode":"array","ticktext":["40","60","80"],"tickvals":[40,60,80],"categoryorder":"array","categoryarray":["40","60","80"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":"rgba(235,235,235,1)","gridwidth":0.66417600664176,"zeroline":false,"anchor":"x","title":{"text":"lifeExp","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187}},"hoverformat":".2f"},"shapes":[{"type":"rect","fillcolor":"transparent","line":{"color":"rgba(51,51,51,1)","width":0.66417600664176,"linetype":"solid"},"yref":"paper","xref":"paper","x0":0,"x1":1,"y0":0,"y1":1}],"showlegend":true,"legend":{"bgcolor":"rgba(255,255,255,1)","bordercolor":"transparent","borderwidth":1.88976377952756,"font":{"color":"rgba(0,0,0,1)","family":"","size":11.689497716895},"y":0.783464566929134},"annotations":[{"text":"continent pop","x":1.02,"y":1,"showarrow":false,"ax":0,"ay":0,"font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"xref":"paper","yref":"paper","textangle":-0,"xanchor":"left","yanchor":"bottom","legendTitle":true}],"hovermode":"closest","barmode":"relative","sliders":[{"currentvalue":{"prefix":"~year: ","xanchor":"right","font":{"size":16,"color":"rgba(204,204,204,1)"}},"steps":[{"method":"animate","args":[["1952"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1952","value":"1952"},{"method":"animate","args":[["1957"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1957","value":"1957"},{"method":"animate","args":[["1962"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1962","value":"1962"},{"method":"animate","args":[["1967"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1967","value":"1967"},{"method":"animate","args":[["1972"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1972","value":"1972"},{"method":"animate","args":[["1977"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1977","value":"1977"},{"method":"animate","args":[["1982"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1982","value":"1982"},{"method":"animate","args":[["1987"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1987","value":"1987"},{"method":"animate","args":[["1992"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1992","value":"1992"},{"method":"animate","args":[["1997"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"1997","value":"1997"},{"method":"animate","args":[["2002"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2002","value":"2002"},{"method":"animate","args":[["2007"],{"transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false},"mode":"immediate"}],"label":"2007","value":"2007"}],"visible":true,"pad":{"t":40}}],"updatemenus":[{"type":"buttons","direction":"right","showactive":false,"y":0,"x":0,"yanchor":"top","xanchor":"right","pad":{"t":60,"r":5},"buttons":[{"label":"Play","method":"animate","args":[null,{"fromcurrent":true,"mode":"immediate","transition":{"duration":500,"easing":"linear"},"frame":{"duration":500,"redraw":false}}]}]}]},"config":{"doubleClick":"reset","showSendToCloud":false},"source":"A","attrs":{"2d15184e8e5a":{"x":{},"y":{},"size":{},"colour":{},"frame":{},"type":"scatter"}},"cur_data":"2d15184e8e5a","visdat":{"2d15184e8e5a":["function (y) ","x"]},"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1},"debounce":0},"frames":[{"name":"1952","data":[{"x":[3.38899023661283,3.54661795189398,3.02643201267174,2.93005260502055,2.7350039250647,2.5305793268568,3.06917494642867,3.02991544783555,3.07139072908185,3.04257194357223,2.89239645809614,3.32748591742422,3.14257551331311,3.42643472038373,3.15192805015693,2.57477544261792,2.51711742361593,2.55888402796697,3.63280908763635,2.68594823378004,2.95966086373133,2.7077374684251,2.47690451520437,2.93122434615365,2.47544775548677,2.76010041014319,3.3779521224475,3.15926985690029,2.56722061382276,2.65546209483727,2.87105655940933,3.29401531949067,3.22742481432583,2.67073373159289,3.38449327691663,2.88188621742309,3.03232934535076,3.43439088585181,2.69313213434862,2.94427711610338,3.16147491028024,2.94437790363822,3.05528268506973,3.6744289754842,3.20843897238107,3.06008434430642,2.85530714889989,2.93440181335381,3.16686674390612,2.86614165405515,3.05971061802448,2.6094707348536],"y":[43.077,30.015,38.223,47.622,31.975,39.031,38.523,35.463,38.092,40.715,39.143,42.111,40.477,34.812,41.893,34.482,35.928,34.078,37.003,30,43.149,33.609,32.5,42.27,42.138,38.48,42.723,36.681,36.256,33.685,40.543,50.986,42.873,31.286,41.725,37.444,36.324,52.724,40,46.471,37.278,30.331,32.978,45.009,38.635,41.407,41.215,38.596,44.6,39.978,42.038,48.451],"text":["gdpPercap: 2449.0082 lifeExp: 43.07700 pop: 9279525 continent: Africa year: 1952","gdpPercap: 3520.6103 lifeExp: 30.01500 pop: 4232095 continent: Africa year: 1952","gdpPercap: 1062.7522 lifeExp: 38.22300 pop: 1738315 continent: Africa year: 1952","gdpPercap: 851.2411 lifeExp: 47.62200 pop: 442308 continent: Africa year: 1952","gdpPercap: 543.2552 lifeExp: 31.97500 pop: 4469979 continent: Africa year: 1952","gdpPercap: 339.2965 lifeExp: 39.03100 pop: 2445618 continent: Africa year: 1952","gdpPercap: 1172.6677 lifeExp: 38.52300 pop: 5009067 continent: Africa year: 1952","gdpPercap: 1071.3107 lifeExp: 35.46300 pop: 1291695 continent: Africa year: 1952","gdpPercap: 1178.6659 lifeExp: 38.09200 pop: 2682462 continent: Africa year: 1952","gdpPercap: 1102.9909 lifeExp: 40.71500 pop: 153936 continent: Africa year: 1952","gdpPercap: 780.5423 lifeExp: 39.14300 pop: 14100005 continent: Africa year: 1952","gdpPercap: 2125.6214 lifeExp: 42.11100 pop: 854885 continent: Africa year: 1952","gdpPercap: 1388.5947 lifeExp: 40.47700 pop: 2977019 continent: Africa year: 1952","gdpPercap: 2669.5295 lifeExp: 34.81200 pop: 63149 continent: Africa year: 1952","gdpPercap: 1418.8224 lifeExp: 41.89300 pop: 22223309 continent: Africa year: 1952","gdpPercap: 375.6431 lifeExp: 34.48200 pop: 216964 continent: Africa year: 1952","gdpPercap: 328.9406 lifeExp: 35.92800 pop: 1438760 continent: Africa year: 1952","gdpPercap: 362.1463 lifeExp: 34.07800 pop: 20860941 continent: Africa year: 1952","gdpPercap: 4293.4765 lifeExp: 37.00300 pop: 420702 continent: Africa year: 1952","gdpPercap: 485.2307 lifeExp: 30.00000 pop: 284320 continent: Africa year: 1952","gdpPercap: 911.2989 lifeExp: 43.14900 pop: 5581001 continent: Africa year: 1952","gdpPercap: 510.1965 lifeExp: 33.60900 pop: 2664249 continent: Africa year: 1952","gdpPercap: 299.8503 lifeExp: 32.50000 pop: 580653 continent: Africa year: 1952","gdpPercap: 853.5409 lifeExp: 42.27000 pop: 6464046 continent: Africa year: 1952","gdpPercap: 298.8462 lifeExp: 42.13800 pop: 748747 continent: Africa year: 1952","gdpPercap: 575.5730 lifeExp: 38.48000 pop: 863308 continent: Africa year: 1952","gdpPercap: 2387.5481 lifeExp: 42.72300 pop: 1019729 continent: Africa year: 1952","gdpPercap: 1443.0117 lifeExp: 36.68100 pop: 4762912 continent: Africa year: 1952","gdpPercap: 369.1651 lifeExp: 36.25600 pop: 2917802 continent: Africa year: 1952","gdpPercap: 452.3370 lifeExp: 33.68500 pop: 3838168 continent: Africa year: 1952","gdpPercap: 743.1159 lifeExp: 40.54300 pop: 1022556 continent: Africa year: 1952","gdpPercap: 1967.9557 lifeExp: 50.98600 pop: 516556 continent: Africa year: 1952","gdpPercap: 1688.2036 lifeExp: 42.87300 pop: 9939217 continent: Africa year: 1952","gdpPercap: 468.5260 lifeExp: 31.28600 pop: 6446316 continent: Africa year: 1952","gdpPercap: 2423.7804 lifeExp: 41.72500 pop: 485831 continent: Africa year: 1952","gdpPercap: 761.8794 lifeExp: 37.44400 pop: 3379468 continent: Africa year: 1952","gdpPercap: 1077.2819 lifeExp: 36.32400 pop: 33119096 continent: Africa year: 1952","gdpPercap: 2718.8853 lifeExp: 52.72400 pop: 257700 continent: Africa year: 1952","gdpPercap: 493.3239 lifeExp: 40.00000 pop: 2534927 continent: Africa year: 1952","gdpPercap: 879.5836 lifeExp: 46.47100 pop: 60011 continent: Africa year: 1952","gdpPercap: 1450.3570 lifeExp: 37.27800 pop: 2755589 continent: Africa year: 1952","gdpPercap: 879.7877 lifeExp: 30.33100 pop: 2143249 continent: Africa year: 1952","gdpPercap: 1135.7498 lifeExp: 32.97800 pop: 2526994 continent: Africa year: 1952","gdpPercap: 4725.2955 lifeExp: 45.00900 pop: 14264935 continent: Africa year: 1952","gdpPercap: 1615.9911 lifeExp: 38.63500 pop: 8504667 continent: Africa year: 1952","gdpPercap: 1148.3766 lifeExp: 41.40700 pop: 290243 continent: Africa year: 1952","gdpPercap: 716.6501 lifeExp: 41.21500 pop: 8322925 continent: Africa year: 1952","gdpPercap: 859.8087 lifeExp: 38.59600 pop: 1219113 continent: Africa year: 1952","gdpPercap: 1468.4756 lifeExp: 44.60000 pop: 3647735 continent: Africa year: 1952","gdpPercap: 734.7535 lifeExp: 39.97800 pop: 5824797 continent: Africa year: 1952","gdpPercap: 1147.3888 lifeExp: 42.03800 pop: 2672000 continent: Africa year: 1952","gdpPercap: 406.8841 lifeExp: 48.45100 pop: 3080907 continent: Africa year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[5.35968804514207,4.84250416186875,4.45371785674036,4.1012990986035,4.87238849503729,4.58332502678959,4.93726043871616,4.35708719417804,4.62228166006047,3.93901914820522,5.72950974795362,4.24350442739459,4.66835201061866,3.80867991467032,6.22951792375247,3.98570065576357,4.39059590687407,6.15302386263088,4.09207420046803,4.02600122977445,5.00232821691524,4.6193500851059,4.1550334747376,5.09649194848592,4.2114179836478,4.24595624902047,4.28935006529264,4.90810171738286,4.65928391982779,4.79107716188864,4.29010039425127,4.13116003515429,5.41524469769673,5.09466763284805,4.11912171762827,4.72768554447956,6.77174119676661,4.01091428219662,4.59823250699591,3.77952755905512,4.63395096147068,4.53066018778736,4.59691933126708,5.74092968044297,5.29182829988804,4.02923416203677,5.27546626675411,4.33981128880517,4.76525465868962,5.02903480362436,4.62059893948484,4.68404109519925],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.77168410638546,3.4277013118156,3.32406512092713,4.05565201579927,3.59549388379384,3.33124809455434,3.41946163852479,3.74714281784858,3.14541928995783,3.54680300382501,3.48405811924978,3.38529120987805,3.26490442284377,3.34141992333242,3.46217793171264,3.54134525206814,3.49309037603174,3.39451827933144,3.29054848983727,3.57501726271782,3.4888269675211,3.48047721152403,4.14583267954377,3.7571504724556,3.88591503111158],"y":[62.485,40.414,50.917,68.75,54.745,50.643,57.206,59.421,45.928,48.357,45.262,42.023,37.579,41.912,58.53,50.789,42.314,55.191,62.649,43.902,64.28,59.1,68.44,66.071,55.088],"text":["gdpPercap: 5911.3151 lifeExp: 62.48500 pop: 17876956 continent: Americas year: 1952","gdpPercap: 2677.3263 lifeExp: 40.41400 pop: 2883315 continent: Americas year: 1952","gdpPercap: 2108.9444 lifeExp: 50.91700 pop: 56602560 continent: Americas year: 1952","gdpPercap: 11367.1611 lifeExp: 68.75000 pop: 14785584 continent: Americas year: 1952","gdpPercap: 3939.9788 lifeExp: 54.74500 pop: 6377619 continent: Americas year: 1952","gdpPercap: 2144.1151 lifeExp: 50.64300 pop: 12350771 continent: Americas year: 1952","gdpPercap: 2627.0095 lifeExp: 57.20600 pop: 926317 continent: Americas year: 1952","gdpPercap: 5586.5388 lifeExp: 59.42100 pop: 6007797 continent: Americas year: 1952","gdpPercap: 1397.7171 lifeExp: 45.92800 pop: 2491346 continent: Americas year: 1952","gdpPercap: 3522.1107 lifeExp: 48.35700 pop: 3548753 continent: Americas year: 1952","gdpPercap: 3048.3029 lifeExp: 45.26200 pop: 2042865 continent: Americas year: 1952","gdpPercap: 2428.2378 lifeExp: 42.02300 pop: 3146381 continent: Americas year: 1952","gdpPercap: 1840.3669 lifeExp: 37.57900 pop: 3201488 continent: Americas year: 1952","gdpPercap: 2194.9262 lifeExp: 41.91200 pop: 1517453 continent: Americas year: 1952","gdpPercap: 2898.5309 lifeExp: 58.53000 pop: 1426095 continent: Americas year: 1952","gdpPercap: 3478.1255 lifeExp: 50.78900 pop: 30144317 continent: Americas year: 1952","gdpPercap: 3112.3639 lifeExp: 42.31400 pop: 1165790 continent: Americas year: 1952","gdpPercap: 2480.3803 lifeExp: 55.19100 pop: 940080 continent: Americas year: 1952","gdpPercap: 1952.3087 lifeExp: 62.64900 pop: 1555876 continent: Americas year: 1952","gdpPercap: 3758.5234 lifeExp: 43.90200 pop: 8025700 continent: Americas year: 1952","gdpPercap: 3081.9598 lifeExp: 64.28000 pop: 2227000 continent: Americas year: 1952","gdpPercap: 3023.2719 lifeExp: 59.10000 pop: 662850 continent: Americas year: 1952","gdpPercap: 13990.4821 lifeExp: 68.44000 pop: 157553000 continent: Americas year: 1952","gdpPercap: 5716.7667 lifeExp: 66.07100 pop: 2252965 continent: Americas year: 1952","gdpPercap: 7689.7998 lifeExp: 55.08800 pop: 5439568 continent: Americas year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[5.97619242125899,4.65395948424224,7.69275305989396,5.77655156249043,5.08757507658801,5.60399682816117,4.2639038135082,5.04871232496498,4.59099217002467,4.7515619042363,4.5123395251453,4.69379062971888,4.70191658143957,4.40779249758022,4.38778283665972,6.6339430009005,4.32677199222334,4.26773629366056,4.4160201956941,5.24831468311839,4.54561005055384,4.18358941453741,10.3104991726885,4.55018600857998,4.98656416222882],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.89178565070639,3.99418885910468,2.83521110677235,2.56640129232975,2.60254679160356,3.48492892667285,2.73764241302062,2.8748768833905,3.48220534228651,3.61592545033292,3.61135385491083,3.50744516771402,3.18946443127902,3.0367397532404,3.0130868621518,5.03495857498782,3.68437887876133,3.26271986425609,2.89573564318216,2.51982799377572,2.73708582406826,3.26203090406686,2.83543508289054,3.10478780221552,3.81020258849406,3.3645769259938,3.0348417539084,3.2157658381984,3.08168852810498,2.8795531210227,2.78180310257259,3.18058239847588,2.89304987672292],"y":[28.801,50.939,37.484,39.417,44,60.96,37.373,37.468,44.869,45.32,65.39,63.03,43.158,50.056,47.453,55.565,55.928,48.463,42.244,36.319,36.157,37.578,43.436,47.752,39.875,60.396,57.593,45.883,58.5,50.848,40.412,43.16,32.548],"text":["gdpPercap: 779.4453 lifeExp: 28.80100 pop: 8425333 continent: Asia year: 1952","gdpPercap: 9867.0848 lifeExp: 50.93900 pop: 120447 continent: Asia year: 1952","gdpPercap: 684.2442 lifeExp: 37.48400 pop: 46886859 continent: Asia year: 1952","gdpPercap: 368.4693 lifeExp: 39.41700 pop: 4693836 continent: Asia year: 1952","gdpPercap: 400.4486 lifeExp: 44.00000 pop: 556263527 continent: Asia year: 1952","gdpPercap: 3054.4212 lifeExp: 60.96000 pop: 2125900 continent: Asia year: 1952","gdpPercap: 546.5657 lifeExp: 37.37300 pop: 372000000 continent: Asia year: 1952","gdpPercap: 749.6817 lifeExp: 37.46800 pop: 82052000 continent: Asia year: 1952","gdpPercap: 3035.3260 lifeExp: 44.86900 pop: 17272000 continent: Asia year: 1952","gdpPercap: 4129.7661 lifeExp: 45.32000 pop: 5441766 continent: Asia year: 1952","gdpPercap: 4086.5221 lifeExp: 65.39000 pop: 1620914 continent: Asia year: 1952","gdpPercap: 3216.9563 lifeExp: 63.03000 pop: 86459025 continent: Asia year: 1952","gdpPercap: 1546.9078 lifeExp: 43.15800 pop: 607914 continent: Asia year: 1952","gdpPercap: 1088.2778 lifeExp: 50.05600 pop: 8865488 continent: Asia year: 1952","gdpPercap: 1030.5922 lifeExp: 47.45300 pop: 20947571 continent: Asia year: 1952","gdpPercap: 108382.3529 lifeExp: 55.56500 pop: 160000 continent: Asia year: 1952","gdpPercap: 4834.8041 lifeExp: 55.92800 pop: 1439529 continent: Asia year: 1952","gdpPercap: 1831.1329 lifeExp: 48.46300 pop: 6748378 continent: Asia year: 1952","gdpPercap: 786.5669 lifeExp: 42.24400 pop: 800663 continent: Asia year: 1952","gdpPercap: 331.0000 lifeExp: 36.31900 pop: 20092996 continent: Asia year: 1952","gdpPercap: 545.8657 lifeExp: 36.15700 pop: 9182536 continent: Asia year: 1952","gdpPercap: 1828.2303 lifeExp: 37.57800 pop: 507833 continent: Asia year: 1952","gdpPercap: 684.5971 lifeExp: 43.43600 pop: 41346560 continent: Asia year: 1952","gdpPercap: 1272.8810 lifeExp: 47.75200 pop: 22438691 continent: Asia year: 1952","gdpPercap: 6459.5548 lifeExp: 39.87500 pop: 4005677 continent: Asia year: 1952","gdpPercap: 2315.1382 lifeExp: 60.39600 pop: 1127000 continent: Asia year: 1952","gdpPercap: 1083.5320 lifeExp: 57.59300 pop: 7982342 continent: Asia year: 1952","gdpPercap: 1643.4854 lifeExp: 45.88300 pop: 3661549 continent: Asia year: 1952","gdpPercap: 1206.9479 lifeExp: 58.50000 pop: 8550362 continent: Asia year: 1952","gdpPercap: 757.7974 lifeExp: 50.84800 pop: 21289402 continent: Asia year: 1952","gdpPercap: 605.0665 lifeExp: 40.41200 pop: 26246839 continent: Asia year: 1952","gdpPercap: 1515.5923 lifeExp: 43.16000 pop: 1030585 continent: Asia year: 1952","gdpPercap: 781.7176 lifeExp: 32.54800 pop: 4963829 continent: Asia year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.28470782147571,3.90746422823432,7.34071346783861,4.89978283410227,16.0529038184325,4.52752596966341,13.8160583288728,8.49182715917815,5.93857762560002,4.98681072486484,4.4297098570151,8.61681145587525,4.16473886274926,5.32379895407851,6.15796119827621,3.94408718667722,4.3907662954126,5.12541032235073,4.22739994193016,6.10879854145549,5.3513544503673,4.12778459233438,7.12341365169018,6.2413935934758,4.81325808992936,4.3170878180567,5.24431185499877,4.76715053361297,5.29591439594829,6.17734409784566,6.44263465191063,4.29222542532659,4.93195702800079],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.20440655935692,3.78796153632719,3.9213277159305,2.98835076435393,3.3881521354268,3.49404830692654,3.83734472624362,3.98643066779033,3.80784062264484,3.84694354559525,3.85394839994697,3.54785959575643,3.72128896869472,3.86139630046032,3.71686109021475,3.69297059675009,3.42285001049471,3.95141387106102,4.00412446561185,3.60523280489102,3.48690063208004,3.49756723117478,3.55406003811099,3.70540687333909,3.62480187974278,3.58365604390734,3.93083928091202,4.16832752592624,3.29426798832312,3.99910915184445],"y":[55.23,66.8,68,53.82,59.6,61.21,66.87,70.78,66.55,67.41,67.5,65.86,64.03,72.49,66.91,65.94,59.164,72.13,72.67,61.31,59.82,61.05,57.996,64.36,65.57,64.94,71.86,69.62,43.585,69.18],"text":["gdpPercap: 1601.0561 lifeExp: 55.23000 pop: 1282697 continent: Europe year: 1952","gdpPercap: 6137.0765 lifeExp: 66.80000 pop: 6927772 continent: Europe year: 1952","gdpPercap: 8343.1051 lifeExp: 68.00000 pop: 8730405 continent: Europe year: 1952","gdpPercap: 973.5332 lifeExp: 53.82000 pop: 2791000 continent: Europe year: 1952","gdpPercap: 2444.2866 lifeExp: 59.60000 pop: 7274900 continent: Europe year: 1952","gdpPercap: 3119.2365 lifeExp: 61.21000 pop: 3882229 continent: Europe year: 1952","gdpPercap: 6876.1403 lifeExp: 66.87000 pop: 9125183 continent: Europe year: 1952","gdpPercap: 9692.3852 lifeExp: 70.78000 pop: 4334000 continent: Europe year: 1952","gdpPercap: 6424.5191 lifeExp: 66.55000 pop: 4090500 continent: Europe year: 1952","gdpPercap: 7029.8093 lifeExp: 67.41000 pop: 42459667 continent: Europe year: 1952","gdpPercap: 7144.1144 lifeExp: 67.50000 pop: 69145952 continent: Europe year: 1952","gdpPercap: 3530.6901 lifeExp: 65.86000 pop: 7733250 continent: Europe year: 1952","gdpPercap: 5263.6738 lifeExp: 64.03000 pop: 9504000 continent: Europe year: 1952","gdpPercap: 7267.6884 lifeExp: 72.49000 pop: 147962 continent: Europe year: 1952","gdpPercap: 5210.2803 lifeExp: 66.91000 pop: 2952156 continent: Europe year: 1952","gdpPercap: 4931.4042 lifeExp: 65.94000 pop: 47666000 continent: Europe year: 1952","gdpPercap: 2647.5856 lifeExp: 59.16400 pop: 413834 continent: Europe year: 1952","gdpPercap: 8941.5719 lifeExp: 72.13000 pop: 10381988 continent: Europe year: 1952","gdpPercap: 10095.4217 lifeExp: 72.67000 pop: 3327728 continent: Europe year: 1952","gdpPercap: 4029.3297 lifeExp: 61.31000 pop: 25730551 continent: Europe year: 1952","gdpPercap: 3068.3199 lifeExp: 59.82000 pop: 8526050 continent: Europe year: 1952","gdpPercap: 3144.6132 lifeExp: 61.05000 pop: 16630000 continent: Europe year: 1952","gdpPercap: 3581.4594 lifeExp: 57.99600 pop: 6860147 continent: Europe year: 1952","gdpPercap: 5074.6591 lifeExp: 64.36000 pop: 3558137 continent: Europe year: 1952","gdpPercap: 4215.0417 lifeExp: 65.57000 pop: 1489518 continent: Europe year: 1952","gdpPercap: 3834.0347 lifeExp: 64.94000 pop: 28549870 continent: Europe year: 1952","gdpPercap: 8527.8447 lifeExp: 71.86000 pop: 7124673 continent: Europe year: 1952","gdpPercap: 14734.2327 lifeExp: 69.62000 pop: 4815000 continent: Europe year: 1952","gdpPercap: 1969.1010 lifeExp: 43.58500 pop: 22235677 continent: Europe year: 1952","gdpPercap: 9979.5085 lifeExp: 69.18000 pop: 50430000 continent: Europe year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.35497366188859,5.14334038372947,5.31190799974549,4.63954480229176,5.1773821927127,4.79695842825468,5.34640564914439,4.85540768090017,4.82431045346424,7.16819031911421,8.10508438798888,5.22110024904718,5.37880908201462,3.93386367777419,4.6645559747926,7.37021811470831,4.0890842629233,5.4514981222269,4.72026710784271,6.41625164067622,5.29374176337787,5.89792914795226,5.13660922326248,4.75286831278451,4.40174234414841,6.557272295853,5.16275271192545,4.91433439100264,6.23020142434548,7.47298510514748],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.00171622128976,4.02352306468033],"y":[69.12,69.39],"text":["gdpPercap: 10039.5956 lifeExp: 69.12000 pop: 8691212 continent: Oceania year: 1952","gdpPercap: 10556.5757 lifeExp: 69.39000 pop: 1994794 continent: Oceania year: 1952"],"frame":"1952","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.3084406480005,4.50340212052704],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"1957","data":[{"x":[3.47913979306149,3.58296517468395,2.98209072830676,2.96295267666482,2.79041428219618,2.57928573342662,3.11828063526517,3.07585499245729,3.11677225896846,3.08319741285422,2.95706119338084,3.36456160814328,3.1763505784756,3.45711993862626,3.16403007052858,2.62950787320791,2.53676277284848,2.57852937710095,3.69689766098945,2.71677662693916,3.01851806374316,2.76062376883101,2.63527303936051,2.9751735977866,2.52633554851624,2.79307061233617,3.53760307678312,3.20117930789905,2.6194792285491,2.69053468590187,2.9274320948441,3.30835905811707,3.21537376481553,2.69511975956618,3.41854125692006,2.92195861872286,3.04162657384042,3.44239381791495,2.7326264457828,2.93487042298656,3.19524993956246,3.00194321238603,3.09973152894849,3.73934320902181,3.24805596435105,3.09506760786377,2.84418854883211,2.96656798667935,3.14464657403142,2.88894911919509,3.117919523609,2.71497005472619],"y":[45.685,31.999,40.358,49.618,34.906,40.533,40.428,37.464,39.881,42.46,40.652,45.053,42.469,37.328,44.444,35.983,38.047,36.667,38.999,32.065,44.779,34.558,33.489,44.686,45.047,39.486,45.289,38.865,37.207,35.307,42.338,58.089,45.423,33.779,45.226,38.598,37.802,55.09,41.5,48.945,39.329,31.57,34.977,47.985,39.624,43.424,42.974,41.208,47.1,42.571,44.077,50.469],"text":["gdpPercap: 3013.9760 lifeExp: 45.68500 pop: 10270856 continent: Africa year: 1957","gdpPercap: 3827.9405 lifeExp: 31.99900 pop: 4561361 continent: Africa year: 1957","gdpPercap: 959.6011 lifeExp: 40.35800 pop: 1925173 continent: Africa year: 1957","gdpPercap: 918.2325 lifeExp: 49.61800 pop: 474639 continent: Africa year: 1957","gdpPercap: 617.1835 lifeExp: 34.90600 pop: 4713416 continent: Africa year: 1957","gdpPercap: 379.5646 lifeExp: 40.53300 pop: 2667518 continent: Africa year: 1957","gdpPercap: 1313.0481 lifeExp: 40.42800 pop: 5359923 continent: Africa year: 1957","gdpPercap: 1190.8443 lifeExp: 37.46400 pop: 1392284 continent: Africa year: 1957","gdpPercap: 1308.4956 lifeExp: 39.88100 pop: 2894855 continent: Africa year: 1957","gdpPercap: 1211.1485 lifeExp: 42.46000 pop: 170928 continent: Africa year: 1957","gdpPercap: 905.8602 lifeExp: 40.65200 pop: 15577932 continent: Africa year: 1957","gdpPercap: 2315.0566 lifeExp: 45.05300 pop: 940458 continent: Africa year: 1957","gdpPercap: 1500.8959 lifeExp: 42.46900 pop: 3300000 continent: Africa year: 1957","gdpPercap: 2864.9691 lifeExp: 37.32800 pop: 71851 continent: Africa year: 1957","gdpPercap: 1458.9153 lifeExp: 44.44400 pop: 25009741 continent: Africa year: 1957","gdpPercap: 426.0964 lifeExp: 35.98300 pop: 232922 continent: Africa year: 1957","gdpPercap: 344.1619 lifeExp: 38.04700 pop: 1542611 continent: Africa year: 1957","gdpPercap: 378.9042 lifeExp: 36.66700 pop: 22815614 continent: Africa year: 1957","gdpPercap: 4976.1981 lifeExp: 38.99900 pop: 434904 continent: Africa year: 1957","gdpPercap: 520.9267 lifeExp: 32.06500 pop: 323150 continent: Africa year: 1957","gdpPercap: 1043.5615 lifeExp: 44.77900 pop: 6391288 continent: Africa year: 1957","gdpPercap: 576.2670 lifeExp: 34.55800 pop: 2876726 continent: Africa year: 1957","gdpPercap: 431.7905 lifeExp: 33.48900 pop: 601095 continent: Africa year: 1957","gdpPercap: 944.4383 lifeExp: 44.68600 pop: 7454779 continent: Africa year: 1957","gdpPercap: 335.9971 lifeExp: 45.04700 pop: 813338 continent: Africa year: 1957","gdpPercap: 620.9700 lifeExp: 39.48600 pop: 975950 continent: Africa year: 1957","gdpPercap: 3448.2844 lifeExp: 45.28900 pop: 1201578 continent: Africa year: 1957","gdpPercap: 1589.2027 lifeExp: 38.86500 pop: 5181679 continent: Africa year: 1957","gdpPercap: 416.3698 lifeExp: 37.20700 pop: 3221238 continent: Africa year: 1957","gdpPercap: 490.3822 lifeExp: 35.30700 pop: 4241884 continent: Africa year: 1957","gdpPercap: 846.1203 lifeExp: 42.33800 pop: 1076852 continent: Africa year: 1957","gdpPercap: 2034.0380 lifeExp: 58.08900 pop: 609816 continent: Africa year: 1957","gdpPercap: 1642.0023 lifeExp: 45.42300 pop: 11406350 continent: Africa year: 1957","gdpPercap: 495.5868 lifeExp: 33.77900 pop: 7038035 continent: Africa year: 1957","gdpPercap: 2621.4481 lifeExp: 45.22600 pop: 548080 continent: Africa year: 1957","gdpPercap: 835.5234 lifeExp: 38.59800 pop: 3692184 continent: Africa year: 1957","gdpPercap: 1100.5926 lifeExp: 37.80200 pop: 37173340 continent: Africa year: 1957","gdpPercap: 2769.4518 lifeExp: 55.09000 pop: 308700 continent: Africa year: 1957","gdpPercap: 540.2894 lifeExp: 41.50000 pop: 2822082 continent: Africa year: 1957","gdpPercap: 860.7369 lifeExp: 48.94500 pop: 61325 continent: Africa year: 1957","gdpPercap: 1567.6530 lifeExp: 39.32900 pop: 3054547 continent: Africa year: 1957","gdpPercap: 1004.4844 lifeExp: 31.57000 pop: 2295678 continent: Africa year: 1957","gdpPercap: 1258.1474 lifeExp: 34.97700 pop: 2780415 continent: Africa year: 1957","gdpPercap: 5487.1042 lifeExp: 47.98500 pop: 16151549 continent: Africa year: 1957","gdpPercap: 1770.3371 lifeExp: 39.62400 pop: 9753392 continent: Africa year: 1957","gdpPercap: 1244.7084 lifeExp: 43.42400 pop: 326741 continent: Africa year: 1957","gdpPercap: 698.5356 lifeExp: 42.97400 pop: 9452826 continent: Africa year: 1957","gdpPercap: 925.9083 lifeExp: 41.20800 pop: 1357445 continent: Africa year: 1957","gdpPercap: 1395.2325 lifeExp: 47.10000 pop: 3950849 continent: Africa year: 1957","gdpPercap: 774.3711 lifeExp: 42.57100 pop: 6675501 continent: Africa year: 1957","gdpPercap: 1311.9568 lifeExp: 44.07700 pop: 3016000 continent: Africa year: 1957","gdpPercap: 518.7643 lifeExp: 50.46900 pop: 3646340 continent: Africa year: 1957"],"frame":"1957","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[5.44247309366438,4.88365340130589,4.49025889341333,4.11462915551129,4.90214713100799,4.61987701828855,4.97759568123926,4.38020842296489,4.65574474257444,3.95284658544357,5.82957519066175,4.26784112810542,4.71626731264822,3.8361544913272,6.37896942037584,3.99592817604673,4.41319177330614,6.26203956561826,4.09816796678417,4.04648362486686,5.08898938091625,4.65293851776221,4.16233425824096,5.19470031772144,4.23121597223341,4.27758617698702,4.33555712665712,4.95727696786866,4.70481150008148,4.843750467252,4.30430324862285,4.1654068981026,5.53249988902343,5.15424490593573,4.14309735418532,4.77134204323045,6.94991354205644,4.03905033113119,4.64442498080526,3.79839204025812,4.68008610671689,4.55765501880157,4.63787652012822,5.86712117957588,5.39978798606749,4.04829899768432,5.37447019499552,4.3723024793253,4.80605073238227,5.11805781415867,4.67427113769472,4.76506300194602],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.83612504242298,3.32790760251002,3.39573969170697,4.09656070188816,3.63504347111722,3.36619979040036,3.47567275730119,3.78477232441909,3.18876063516304,3.57755460151657,3.53421949140673,3.41782960479085,3.23726414196274,3.34644836829814,3.67728985502279,3.61611265986739,3.53875163080657,3.47155586148905,3.31093846682584,3.62790395586486,3.59186077254166,3.61282552580583,4.17164242694385,3.78892969708875,3.99133536792217],"y":[64.399,41.89,53.285,69.96,56.074,55.118,60.026,62.325,49.828,51.356,48.57,44.142,40.696,44.665,62.61,55.19,45.432,59.201,63.196,46.263,68.54,61.8,69.49,67.044,57.907],"text":["gdpPercap: 6856.8562 lifeExp: 64.39900 pop: 19610538 continent: Americas year: 1957","gdpPercap: 2127.6863 lifeExp: 41.89000 pop: 3211738 continent: Americas year: 1957","gdpPercap: 2487.3660 lifeExp: 53.28500 pop: 65551171 continent: Americas year: 1957","gdpPercap: 12489.9501 lifeExp: 69.96000 pop: 17010154 continent: Americas year: 1957","gdpPercap: 4315.6227 lifeExp: 56.07400 pop: 7048426 continent: Americas year: 1957","gdpPercap: 2323.8056 lifeExp: 55.11800 pop: 14485993 continent: Americas year: 1957","gdpPercap: 2990.0108 lifeExp: 60.02600 pop: 1112300 continent: Americas year: 1957","gdpPercap: 6092.1744 lifeExp: 62.32500 pop: 6640752 continent: Americas year: 1957","gdpPercap: 1544.4030 lifeExp: 49.82800 pop: 2923186 continent: Americas year: 1957","gdpPercap: 3780.5467 lifeExp: 51.35600 pop: 4058385 continent: Americas year: 1957","gdpPercap: 3421.5232 lifeExp: 48.57000 pop: 2355805 continent: Americas year: 1957","gdpPercap: 2617.1560 lifeExp: 44.14200 pop: 3640876 continent: Americas year: 1957","gdpPercap: 1726.8879 lifeExp: 40.69600 pop: 3507701 continent: Americas year: 1957","gdpPercap: 2220.4877 lifeExp: 44.66500 pop: 1770390 continent: Americas year: 1957","gdpPercap: 4756.5258 lifeExp: 62.61000 pop: 1535090 continent: Americas year: 1957","gdpPercap: 4131.5466 lifeExp: 55.19000 pop: 35015548 continent: Americas year: 1957","gdpPercap: 3457.4159 lifeExp: 45.43200 pop: 1358828 continent: Americas year: 1957","gdpPercap: 2961.8009 lifeExp: 59.20100 pop: 1063506 continent: Americas year: 1957","gdpPercap: 2046.1547 lifeExp: 63.19600 pop: 1770902 continent: Americas year: 1957","gdpPercap: 4245.2567 lifeExp: 46.26300 pop: 9146100 continent: Americas year: 1957","gdpPercap: 3907.1562 lifeExp: 68.54000 pop: 2260000 continent: Americas year: 1957","gdpPercap: 4100.3934 lifeExp: 61.80000 pop: 764900 continent: Americas year: 1957","gdpPercap: 14847.1271 lifeExp: 69.49000 pop: 171984000 continent: Americas year: 1957","gdpPercap: 6150.7730 lifeExp: 67.04400 pop: 2424959 continent: Americas year: 1957","gdpPercap: 9802.4665 lifeExp: 57.90700 pop: 6702668 continent: Americas year: 1957"],"frame":"1957","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.08057947768791,4.70342013980052,7.99104423700454,5.92209187081484,5.15526807338703,5.75613249901758,4.3133719681153,5.11453775535575,4.66011224832266,4.82013970540077,4.56804924482233,4.76431195284983,4.74582602048694,4.46012977891681,4.41158248962847,6.85636939885762,4.37261832944274,4.30084804319073,4.46023164004293,5.34821231673241,4.55142115556476,4.21645321822455,10.603156822445,4.57983707613116,5.12080338517353],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.91426540541726,4.065796227313,2.82062008422877,2.63752809023067,2.76041268220602,3.55979611796728,2.77089764402555,2.93394273961808,3.51722990662846,3.79444158665475,3.73120816382831,3.6352518968468,3.27556024591924,3.19621340809367,3.1724842828549,5.05508436784766,3.78460209805048,3.25769464874627,2.9603102579863,2.54406804435028,2.77665496024957,3.35078019746999,2.87336916171177,3.18975548194558,3.91156194035525,3.45379280883569,3.03041617130128,3.32576904275003,3.1783613920919,2.89958929930828,2.83013004244803,3.26175464994224,2.90570440168043],"y":[30.332,53.832,39.348,41.366,50.54896,64.75,40.249,39.918,47.181,48.437,67.84,65.5,45.669,54.081,52.681,58.033,59.489,52.102,45.248,41.905,37.686,40.08,45.557,51.334,42.868,63.179,61.456,48.284,62.4,53.63,42.887,45.671,33.97],"text":["gdpPercap: 820.8530 lifeExp: 30.33200 pop: 9240934 continent: Asia year: 1957","gdpPercap: 11635.7995 lifeExp: 53.83200 pop: 138655 continent: Asia year: 1957","gdpPercap: 661.6375 lifeExp: 39.34800 pop: 51365468 continent: Asia year: 1957","gdpPercap: 434.0383 lifeExp: 41.36600 pop: 5322536 continent: Asia year: 1957","gdpPercap: 575.9870 lifeExp: 50.54896 pop: 637408000 continent: Asia year: 1957","gdpPercap: 3629.0765 lifeExp: 64.75000 pop: 2736300 continent: Asia year: 1957","gdpPercap: 590.0620 lifeExp: 40.24900 pop: 409000000 continent: Asia year: 1957","gdpPercap: 858.9003 lifeExp: 39.91800 pop: 90124000 continent: Asia year: 1957","gdpPercap: 3290.2576 lifeExp: 47.18100 pop: 19792000 continent: Asia year: 1957","gdpPercap: 6229.3336 lifeExp: 48.43700 pop: 6248643 continent: Asia year: 1957","gdpPercap: 5385.2785 lifeExp: 67.84000 pop: 1944401 continent: Asia year: 1957","gdpPercap: 4317.6944 lifeExp: 65.50000 pop: 91563009 continent: Asia year: 1957","gdpPercap: 1886.0806 lifeExp: 45.66900 pop: 746559 continent: Asia year: 1957","gdpPercap: 1571.1347 lifeExp: 54.08100 pop: 9411381 continent: Asia year: 1957","gdpPercap: 1487.5935 lifeExp: 52.68100 pop: 22611552 continent: Asia year: 1957","gdpPercap: 113523.1329 lifeExp: 58.03300 pop: 212846 continent: Asia year: 1957","gdpPercap: 6089.7869 lifeExp: 59.48900 pop: 1647412 continent: Asia year: 1957","gdpPercap: 1810.0670 lifeExp: 52.10200 pop: 7739235 continent: Asia year: 1957","gdpPercap: 912.6626 lifeExp: 45.24800 pop: 882134 continent: Asia year: 1957","gdpPercap: 350.0000 lifeExp: 41.90500 pop: 21731844 continent: Asia year: 1957","gdpPercap: 597.9364 lifeExp: 37.68600 pop: 9682338 continent: Asia year: 1957","gdpPercap: 2242.7466 lifeExp: 40.08000 pop: 561977 continent: Asia year: 1957","gdpPercap: 747.0835 lifeExp: 45.55700 pop: 46679944 continent: Asia year: 1957","gdpPercap: 1547.9448 lifeExp: 51.33400 pop: 26072194 continent: Asia year: 1957","gdpPercap: 8157.5912 lifeExp: 42.86800 pop: 4419650 continent: Asia year: 1957","gdpPercap: 2843.1044 lifeExp: 63.17900 pop: 1445929 continent: Asia year: 1957","gdpPercap: 1072.5466 lifeExp: 61.45600 pop: 9128546 continent: Asia year: 1957","gdpPercap: 2117.2349 lifeExp: 48.28400 pop: 4149908 continent: Asia year: 1957","gdpPercap: 1507.8613 lifeExp: 62.40000 pop: 10164215 continent: Asia year: 1957","gdpPercap: 793.5774 lifeExp: 53.63000 pop: 25041917 continent: Asia year: 1957","gdpPercap: 676.2854 lifeExp: 42.88700 pop: 28998543 continent: Asia year: 1957","gdpPercap: 1827.0677 lifeExp: 45.67100 pop: 1070439 continent: Asia year: 1957","gdpPercap: 804.8305 lifeExp: 33.97000 pop: 5498090 continent: Asia year: 1957"],"frame":"1957","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.35637746284641,3.9254694539215,7.50712464585111,4.97336245559893,16.917716202747,4.63088843414198,14.3034338894751,8.71834271918854,6.091233641972,5.07415411961455,4.49391297328663,8.75764164344233,4.21073141582523,5.3709475302422,6.2508834737391,3.98297798062485,4.43520540237074,5.22166234093676,4.25139018757457,6.2022017132879,5.39383868241146,4.14823706478732,7.33283680502802,6.433739408995,4.86613443264855,4.39218251515514,5.34669626262617,4.83198215478406,5.43376648642968,6.38064504357075,6.57905953049099,4.30264580685455,4.99311183176541],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.28831278714121,3.94657988314917,3.9874410446426,3.13161519254539,3.47837466056434,3.63731273516082,3.91678777519626,4.04530965043662,3.87768315330736,3.93766003740826,4.0080815466578,3.69163836651823,3.78104988176998,3.96586000314456,3.74811650770658,3.79578663274036,3.56611443882719,4.05216251746597,4.06647400906966,3.67525146479271,3.57686768438836,3.59586755291055,3.69732446646629,3.78484992230602,3.76806630806585,3.65942198360003,3.99615595780494,4.25308321228107,3.34610920365656,4.05243143756984],"y":[59.28,67.48,69.24,58.45,66.61,64.77,69.03,71.81,67.49,68.93,69.1,67.86,66.41,73.47,68.9,67.81,61.448,72.99,73.44,65.77,61.51,64.1,61.685,67.45,67.85,66.66,72.49,70.56,48.079,70.42],"text":["gdpPercap: 1942.2842 lifeExp: 59.28000 pop: 1476505 continent: Europe year: 1957","gdpPercap: 8842.5980 lifeExp: 67.48000 pop: 6965860 continent: Europe year: 1957","gdpPercap: 9714.9606 lifeExp: 69.24000 pop: 8989111 continent: Europe year: 1957","gdpPercap: 1353.9892 lifeExp: 58.45000 pop: 3076000 continent: Europe year: 1957","gdpPercap: 3008.6707 lifeExp: 66.61000 pop: 7651254 continent: Europe year: 1957","gdpPercap: 4338.2316 lifeExp: 64.77000 pop: 3991242 continent: Europe year: 1957","gdpPercap: 8256.3439 lifeExp: 69.03000 pop: 9513758 continent: Europe year: 1957","gdpPercap: 11099.6593 lifeExp: 71.81000 pop: 4487831 continent: Europe year: 1957","gdpPercap: 7545.4154 lifeExp: 67.49000 pop: 4324000 continent: Europe year: 1957","gdpPercap: 8662.8349 lifeExp: 68.93000 pop: 44310863 continent: Europe year: 1957","gdpPercap: 10187.8267 lifeExp: 69.10000 pop: 71019069 continent: Europe year: 1957","gdpPercap: 4916.2999 lifeExp: 67.86000 pop: 8096218 continent: Europe year: 1957","gdpPercap: 6040.1800 lifeExp: 66.41000 pop: 9839000 continent: Europe year: 1957","gdpPercap: 9244.0014 lifeExp: 73.47000 pop: 165110 continent: Europe year: 1957","gdpPercap: 5599.0779 lifeExp: 68.90000 pop: 2878220 continent: Europe year: 1957","gdpPercap: 6248.6562 lifeExp: 67.81000 pop: 49182000 continent: Europe year: 1957","gdpPercap: 3682.2599 lifeExp: 61.44800 pop: 442829 continent: Europe year: 1957","gdpPercap: 11276.1934 lifeExp: 72.99000 pop: 11026383 continent: Europe year: 1957","gdpPercap: 11653.9730 lifeExp: 73.44000 pop: 3491938 continent: Europe year: 1957","gdpPercap: 4734.2530 lifeExp: 65.77000 pop: 28235346 continent: Europe year: 1957","gdpPercap: 3774.5717 lifeExp: 61.51000 pop: 8817650 continent: Europe year: 1957","gdpPercap: 3943.3702 lifeExp: 64.10000 pop: 17829327 continent: Europe year: 1957","gdpPercap: 4981.0909 lifeExp: 61.68500 pop: 7271135 continent: Europe year: 1957","gdpPercap: 6093.2630 lifeExp: 67.45000 pop: 3844277 continent: Europe year: 1957","gdpPercap: 5862.2766 lifeExp: 67.85000 pop: 1533070 continent: Europe year: 1957","gdpPercap: 4564.8024 lifeExp: 66.66000 pop: 29841614 continent: Europe year: 1957","gdpPercap: 9911.8782 lifeExp: 72.49000 pop: 7363802 continent: Europe year: 1957","gdpPercap: 17909.4897 lifeExp: 70.56000 pop: 5126000 continent: Europe year: 1957","gdpPercap: 2218.7543 lifeExp: 48.07900 pop: 25670939 continent: Europe year: 1957","gdpPercap: 11283.1779 lifeExp: 70.42000 pop: 51430000 continent: Europe year: 1957"],"frame":"1957","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.39890381586338,5.14711694798511,5.33460143940185,4.68330617221809,5.21337726063353,4.8113654344219,5.37963509737808,4.87459826718578,4.8541483068381,7.24137561178606,8.16333131272659,5.25480173699206,5.40692699917559,3.94823975389037,4.65317011786906,7.42694235241654,4.10151828145663,5.50289812175481,4.74361450891769,6.54189678839099,5.31959841704496,5.97325434836596,5.17701741859957,4.79189463196332,4.41114956760843,6.6195463820096,5.18596802074706,4.9508576618963,6.41318836750507,7.50946819482307],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.03940022113372,4.08804373617567],"y":[70.33,70.26],"text":["gdpPercap: 10949.6496 lifeExp: 70.33000 pop: 9712569 continent: Oceania year: 1957","gdpPercap: 12247.3953 lifeExp: 70.26000 pop: 2229407 continent: Oceania year: 1957"],"frame":"1957","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.39637257927903,4.54603539853503],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"1962","data":[{"x":[3.40667928226323,3.63035430744579,2.97749454099889,2.99284235191855,2.85884507694668,2.55047690303059,3.1460062427396,3.07666547148941,3.14295781270513,3.14818551888514,2.95246048690214,3.39177871758455,3.23776219463864,3.48014918173533,3.22874310379055,2.76555081847731,2.58092023750837,2.62268684184979,3.82160910341721,2.77789803790876,3.07556196728497,2.83656061764481,2.71769909935403,2.95277616187639,2.61468700310939,2.80222292500175,3.82975589956553,3.21573987623756,2.6313433883056,2.6956343031275,3.02362115947219,3.40296041844707,3.19488977990255,2.7456105755398,3.50149957999136,2.99902874983636,3.06104795881945,3.50156906572439,2.77631833699871,3.03001289415532,3.21879503886367,3.04791313314348,3.13655833769812,3.76108019138226,3.29216604939941,3.26862058610807,2.8585394877151,3.02838204533119,3.22018740756113,2.88494920253419,3.16218363938167,2.72203485911935],"y":[48.303,34,42.618,51.52,37.814,42.045,42.643,39.475,41.716,44.467,42.122,48.435,44.93,39.693,46.992,37.485,40.158,40.059,40.489,33.896,46.452,35.753,34.488,47.949,47.747,40.502,47.808,40.848,38.41,36.936,44.248,60.246,47.924,36.161,48.386,39.487,39.36,57.666,43,51.893,41.454,32.767,36.981,49.951,40.87,44.992,44.246,43.922,49.579,45.344,46.023,52.358],"text":["gdpPercap: 2550.8169 lifeExp: 48.30300 pop: 11000948 continent: Africa year: 1962","gdpPercap: 4269.2767 lifeExp: 34.00000 pop: 4826015 continent: Africa year: 1962","gdpPercap: 949.4991 lifeExp: 42.61800 pop: 2151895 continent: Africa year: 1962","gdpPercap: 983.6540 lifeExp: 51.52000 pop: 512764 continent: Africa year: 1962","gdpPercap: 722.5120 lifeExp: 37.81400 pop: 4919632 continent: Africa year: 1962","gdpPercap: 355.2032 lifeExp: 42.04500 pop: 2961915 continent: Africa year: 1962","gdpPercap: 1399.6074 lifeExp: 42.64300 pop: 5793633 continent: Africa year: 1962","gdpPercap: 1193.0688 lifeExp: 39.47500 pop: 1523478 continent: Africa year: 1962","gdpPercap: 1389.8176 lifeExp: 41.71600 pop: 3150417 continent: Africa year: 1962","gdpPercap: 1406.6483 lifeExp: 44.46700 pop: 191689 continent: Africa year: 1962","gdpPercap: 896.3146 lifeExp: 42.12200 pop: 17486434 continent: Africa year: 1962","gdpPercap: 2464.7832 lifeExp: 48.43500 pop: 1047924 continent: Africa year: 1962","gdpPercap: 1728.8694 lifeExp: 44.93000 pop: 3832408 continent: Africa year: 1962","gdpPercap: 3020.9893 lifeExp: 39.69300 pop: 89898 continent: Africa year: 1962","gdpPercap: 1693.3359 lifeExp: 46.99200 pop: 28173309 continent: Africa year: 1962","gdpPercap: 582.8420 lifeExp: 37.48500 pop: 249220 continent: Africa year: 1962","gdpPercap: 380.9958 lifeExp: 40.15800 pop: 1666618 continent: Africa year: 1962","gdpPercap: 419.4564 lifeExp: 40.05900 pop: 25145372 continent: Africa year: 1962","gdpPercap: 6631.4592 lifeExp: 40.48900 pop: 455661 continent: Africa year: 1962","gdpPercap: 599.6503 lifeExp: 33.89600 pop: 374020 continent: Africa year: 1962","gdpPercap: 1190.0411 lifeExp: 46.45200 pop: 7355248 continent: Africa year: 1962","gdpPercap: 686.3737 lifeExp: 35.75300 pop: 3140003 continent: Africa year: 1962","gdpPercap: 522.0344 lifeExp: 34.48800 pop: 627820 continent: Africa year: 1962","gdpPercap: 896.9664 lifeExp: 47.94900 pop: 8678557 continent: Africa year: 1962","gdpPercap: 411.8006 lifeExp: 47.74700 pop: 893143 continent: Africa year: 1962","gdpPercap: 634.1952 lifeExp: 40.50200 pop: 1112796 continent: Africa year: 1962","gdpPercap: 6757.0308 lifeExp: 47.80800 pop: 1441863 continent: Africa year: 1962","gdpPercap: 1643.3871 lifeExp: 40.84800 pop: 5703324 continent: Africa year: 1962","gdpPercap: 427.9011 lifeExp: 38.41000 pop: 3628608 continent: Africa year: 1962","gdpPercap: 496.1743 lifeExp: 36.93600 pop: 4690372 continent: Africa year: 1962","gdpPercap: 1055.8960 lifeExp: 44.24800 pop: 1146757 continent: Africa year: 1962","gdpPercap: 2529.0675 lifeExp: 60.24600 pop: 701016 continent: Africa year: 1962","gdpPercap: 1566.3535 lifeExp: 47.92400 pop: 13056604 continent: Africa year: 1962","gdpPercap: 556.6864 lifeExp: 36.16100 pop: 7788944 continent: Africa year: 1962","gdpPercap: 3173.2156 lifeExp: 48.38600 pop: 621392 continent: Africa year: 1962","gdpPercap: 997.7661 lifeExp: 39.48700 pop: 4076008 continent: Africa year: 1962","gdpPercap: 1150.9275 lifeExp: 39.36000 pop: 41871351 continent: Africa year: 1962","gdpPercap: 3173.7233 lifeExp: 57.66600 pop: 358900 continent: Africa year: 1962","gdpPercap: 597.4731 lifeExp: 43.00000 pop: 3051242 continent: Africa year: 1962","gdpPercap: 1071.5511 lifeExp: 51.89300 pop: 65345 continent: Africa year: 1962","gdpPercap: 1654.9887 lifeExp: 41.45400 pop: 3430243 continent: Africa year: 1962","gdpPercap: 1116.6399 lifeExp: 32.76700 pop: 2467895 continent: Africa year: 1962","gdpPercap: 1369.4883 lifeExp: 36.98100 pop: 3080153 continent: Africa year: 1962","gdpPercap: 5768.7297 lifeExp: 49.95100 pop: 18356657 continent: Africa year: 1962","gdpPercap: 1959.5938 lifeExp: 40.87000 pop: 11183227 continent: Africa year: 1962","gdpPercap: 1856.1821 lifeExp: 44.99200 pop: 370006 continent: Africa year: 1962","gdpPercap: 722.0038 lifeExp: 44.24600 pop: 10863958 continent: Africa year: 1962","gdpPercap: 1067.5348 lifeExp: 43.92200 pop: 1528098 continent: Africa year: 1962","gdpPercap: 1660.3032 lifeExp: 49.57900 pop: 4286552 continent: Africa year: 1962","gdpPercap: 767.2717 lifeExp: 45.34400 pop: 7688797 continent: Africa year: 1962","gdpPercap: 1452.7258 lifeExp: 46.02300 pop: 3421000 continent: Africa year: 1962","gdpPercap: 527.2722 lifeExp: 52.35800 pop: 4277736 continent: Africa year: 1962"],"frame":"1962","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[5.50089840040294,4.91564802880273,4.53221727545275,4.12969668472113,4.92675198069661,4.6660478983647,5.0256528556478,4.4090897678176,4.69438821850652,3.96837182142298,5.95198516019546,4.29678474602112,4.79030578736419,3.8694956168663,6.53885399342818,4.00589714613094,4.43916000702604,6.3860253493635,4.10687034062323,4.0711481806654,5.18514418718735,4.6928454764292,4.17167403761373,5.30731939659752,4.25453902330312,4.31349776798216,4.3912831528559,5.01580018419095,4.76262357583292,4.89936403432352,4.32204188215018,4.19618380063393,5.65565330315078,5.22632241082132,4.16944803176443,4.82243045472911,7.14459851828967,4.06404058161241,4.679589006718,3.81753544280777,4.73490962006065,4.58706927046434,4.68392820720713,6.00556736549863,5.5151784231057,4.06927828182053,5.49008792835312,4.41008271316864,4.84941903291543,5.21691848749137,4.73359863326877,4.84830262508594],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.85328233225476,3.33865019873058,3.52330229743376,4.12912525015498,3.65505140683357,3.39660922336439,3.53919369697,3.71439313109482,3.22066691101895,3.61131048729748,3.57712440449197,3.43939024524837,3.25444874402785,3.36005481867163,3.71983718762706,3.66101805971797,3.56042847046256,3.54857861149303,3.33203976552077,3.69522224658516,3.70828018887691,3.69875488592133,4.20879450331745,3.74844834860717,3.92546546862278],"y":[65.142,43.428,55.665,71.3,57.924,57.863,62.842,65.246,53.459,54.64,52.307,46.954,43.59,48.041,65.61,58.299,48.632,61.817,64.361,49.096,69.62,64.9,70.21,68.253,60.77],"text":["gdpPercap: 7133.1660 lifeExp: 65.14200 pop: 21283783 continent: Americas year: 1962","gdpPercap: 2180.9725 lifeExp: 43.42800 pop: 3593918 continent: Americas year: 1962","gdpPercap: 3336.5858 lifeExp: 55.66500 pop: 76039390 continent: Americas year: 1962","gdpPercap: 13462.4855 lifeExp: 71.30000 pop: 18985849 continent: Americas year: 1962","gdpPercap: 4519.0943 lifeExp: 57.92400 pop: 7961258 continent: Americas year: 1962","gdpPercap: 2492.3511 lifeExp: 57.86300 pop: 17009885 continent: Americas year: 1962","gdpPercap: 3460.9370 lifeExp: 62.84200 pop: 1345187 continent: Americas year: 1962","gdpPercap: 5180.7559 lifeExp: 65.24600 pop: 7254373 continent: Americas year: 1962","gdpPercap: 1662.1374 lifeExp: 53.45900 pop: 3453434 continent: Americas year: 1962","gdpPercap: 4086.1141 lifeExp: 54.64000 pop: 4681707 continent: Americas year: 1962","gdpPercap: 3776.8036 lifeExp: 52.30700 pop: 2747687 continent: Americas year: 1962","gdpPercap: 2750.3644 lifeExp: 46.95400 pop: 4208858 continent: Americas year: 1962","gdpPercap: 1796.5890 lifeExp: 43.59000 pop: 3880130 continent: Americas year: 1962","gdpPercap: 2291.1568 lifeExp: 48.04100 pop: 2090162 continent: Americas year: 1962","gdpPercap: 5246.1075 lifeExp: 65.61000 pop: 1665128 continent: Americas year: 1962","gdpPercap: 4581.6094 lifeExp: 58.29900 pop: 41121485 continent: Americas year: 1962","gdpPercap: 3634.3644 lifeExp: 48.63200 pop: 1590597 continent: Americas year: 1962","gdpPercap: 3536.5403 lifeExp: 61.81700 pop: 1215725 continent: Americas year: 1962","gdpPercap: 2148.0271 lifeExp: 64.36100 pop: 2009813 continent: Americas year: 1962","gdpPercap: 4957.0380 lifeExp: 49.09600 pop: 10516500 continent: Americas year: 1962","gdpPercap: 5108.3446 lifeExp: 69.62000 pop: 2448046 continent: Americas year: 1962","gdpPercap: 4997.5240 lifeExp: 64.90000 pop: 887498 continent: Americas year: 1962","gdpPercap: 16173.1459 lifeExp: 70.21000 pop: 186538000 continent: Americas year: 1962","gdpPercap: 5603.3577 lifeExp: 68.25300 pop: 2598466 continent: Americas year: 1962","gdpPercap: 8422.9742 lifeExp: 60.77000 pop: 8143375 continent: Americas year: 1962"],"frame":"1962","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.17702674953405,4.75783361417542,8.31575742145368,6.04351880162401,5.2423614134337,5.92207486942179,4.36949560084138,5.17539226603296,4.73819103821295,4.89831574382267,4.63269768498312,4.8395398307946,4.79667902495161,4.52102789842359,4.4388540578012,7.11428654217941,4.42336473792764,4.33899184822765,4.50620627348894,5.46235709513881,4.58373396336818,4.25292703547613,10.8861128386383,4.60867529254039,5.25912390932632],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.93100030340142,4.10562172928569,2.8365402935719,2.69628092469075,2.68812961839756,3.67141800376416,2.8184549604276,2.92905589293455,3.62193716809161,3.92125653563111,3.85160263257717,3.8180046943436,3.37069978646872,3.20996880223764,3.18648857807127,4.97981283941297,3.75698284338325,3.30896649802464,3.02380946388826,2.58883172559421,2.81451186163868,3.46607213528986,2.90490087418869,3.21736605095263,4.06544599828818,3.5652260934194,3.03119508639222,3.34104598531203,3.26075784846008,3.00095403959985,2.8876449549003,3.34221660105438,2.91678188843888],"y":[31.997,56.923,41.216,43.415,44.50136,67.65,43.605,42.518,49.325,51.457,69.39,68.73,48.126,56.656,55.292,60.47,62.094,55.737,48.251,45.108,39.393,43.165,47.67,54.757,45.914,65.798,62.192,50.305,65.2,56.061,45.363,48.127,35.18],"text":["gdpPercap: 853.1007 lifeExp: 31.99700 pop: 10267083 continent: Asia year: 1962","gdpPercap: 12753.2751 lifeExp: 56.92300 pop: 171863 continent: Asia year: 1962","gdpPercap: 686.3416 lifeExp: 41.21600 pop: 56839289 continent: Asia year: 1962","gdpPercap: 496.9136 lifeExp: 43.41500 pop: 6083619 continent: Asia year: 1962","gdpPercap: 487.6740 lifeExp: 44.50136 pop: 665770000 continent: Asia year: 1962","gdpPercap: 4692.6483 lifeExp: 67.65000 pop: 3305200 continent: Asia year: 1962","gdpPercap: 658.3472 lifeExp: 43.60500 pop: 454000000 continent: Asia year: 1962","gdpPercap: 849.2898 lifeExp: 42.51800 pop: 99028000 continent: Asia year: 1962","gdpPercap: 4187.3298 lifeExp: 49.32500 pop: 22874000 continent: Asia year: 1962","gdpPercap: 8341.7378 lifeExp: 51.45700 pop: 7240260 continent: Asia year: 1962","gdpPercap: 7105.6307 lifeExp: 69.39000 pop: 2310904 continent: Asia year: 1962","gdpPercap: 6576.6495 lifeExp: 68.73000 pop: 95831757 continent: Asia year: 1962","gdpPercap: 2348.0092 lifeExp: 48.12600 pop: 933559 continent: Asia year: 1962","gdpPercap: 1621.6936 lifeExp: 56.65600 pop: 10917494 continent: Asia year: 1962","gdpPercap: 1536.3444 lifeExp: 55.29200 pop: 26420307 continent: Asia year: 1962","gdpPercap: 95458.1118 lifeExp: 60.47000 pop: 358266 continent: Asia year: 1962","gdpPercap: 5714.5606 lifeExp: 62.09400 pop: 1886848 continent: Asia year: 1962","gdpPercap: 2036.8849 lifeExp: 55.73700 pop: 8906385 continent: Asia year: 1962","gdpPercap: 1056.3540 lifeExp: 48.25100 pop: 1010280 continent: Asia year: 1962","gdpPercap: 388.0000 lifeExp: 45.10800 pop: 23634436 continent: Asia year: 1962","gdpPercap: 652.3969 lifeExp: 39.39300 pop: 10332057 continent: Asia year: 1962","gdpPercap: 2924.6381 lifeExp: 43.16500 pop: 628164 continent: Asia year: 1962","gdpPercap: 803.3427 lifeExp: 47.67000 pop: 53100671 continent: Asia year: 1962","gdpPercap: 1649.5522 lifeExp: 54.75700 pop: 30325264 continent: Asia year: 1962","gdpPercap: 11626.4197 lifeExp: 45.91400 pop: 4943029 continent: Asia year: 1962","gdpPercap: 3674.7356 lifeExp: 65.79800 pop: 1750200 continent: Asia year: 1962","gdpPercap: 1074.4720 lifeExp: 62.19200 pop: 10421936 continent: Asia year: 1962","gdpPercap: 2193.0371 lifeExp: 50.30500 pop: 4834621 continent: Asia year: 1962","gdpPercap: 1822.8790 lifeExp: 65.20000 pop: 11918938 continent: Asia year: 1962","gdpPercap: 1002.1992 lifeExp: 56.06100 pop: 29263397 continent: Asia year: 1962","gdpPercap: 772.0492 lifeExp: 45.36300 pop: 33796140 continent: Asia year: 1962","gdpPercap: 2198.9563 lifeExp: 48.12700 pop: 1133134 continent: Asia year: 1962","gdpPercap: 825.6232 lifeExp: 35.18000 pop: 6120081 continent: Asia year: 1962"],"frame":"1962","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.44216582853543,3.95357556840083,7.70093633406987,5.05677644970386,17.2068593416045,4.71701871857066,14.8673536319128,8.95672295462511,6.26522232221945,5.17402247749108,4.56030023940217,8.87243620359008,4.26592420366354,5.49432079780805,6.45144063146729,4.06373866850492,4.48291900577315,5.3273809806413,4.28683410282822,6.30630934584236,5.44744926770971,4.17179280815381,7.56963606276494,6.64251430710659,4.92951036243168,4.45610080286101,5.45473041873914,4.91667331570376,5.57165909150341,6.59184142330383,6.80222590088831,4.31863079043706,5.06063632785173],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.36415478275528,4.03143759574841,4.04104537763161,3.23291576584681,3.62883197446838,3.73861330848472,4.0059037539735,4.13300572455237,3.97182498420755,4.02368388582586,4.11067261930134,3.77939377798269,3.87796765214183,4.0149470240296,3.82161814697266,3.91611598019254,3.66741501210734,4.10689939099677,4.12873524872317,3.72743975876275,3.67467332414396,3.67531976192701,3.79862503975108,3.87396590108497,3.86936688136353,3.75540555493978,4.09094341913022,4.31029159428248,3.36602488788039,4.0961163384234],"y":[64.82,69.54,70.25,61.93,69.51,67.13,69.9,72.35,68.75,70.51,70.3,69.51,67.96,73.68,70.29,69.24,63.728,73.23,73.47,67.64,64.39,66.8,64.531,70.33,69.15,69.69,73.37,71.32,52.098,70.76],"text":["gdpPercap: 2312.8890 lifeExp: 64.82000 pop: 1728137 continent: Europe year: 1962","gdpPercap: 10750.7211 lifeExp: 69.54000 pop: 7129864 continent: Europe year: 1962","gdpPercap: 10991.2068 lifeExp: 70.25000 pop: 9218400 continent: Europe year: 1962","gdpPercap: 1709.6837 lifeExp: 61.93000 pop: 3349000 continent: Europe year: 1962","gdpPercap: 4254.3378 lifeExp: 69.51000 pop: 8012946 continent: Europe year: 1962","gdpPercap: 5477.8900 lifeExp: 67.13000 pop: 4076557 continent: Europe year: 1962","gdpPercap: 10136.8671 lifeExp: 69.90000 pop: 9620282 continent: Europe year: 1962","gdpPercap: 13583.3135 lifeExp: 72.35000 pop: 4646899 continent: Europe year: 1962","gdpPercap: 9371.8426 lifeExp: 68.75000 pop: 4491443 continent: Europe year: 1962","gdpPercap: 10560.4855 lifeExp: 70.51000 pop: 47124000 continent: Europe year: 1962","gdpPercap: 12902.4629 lifeExp: 70.30000 pop: 73739117 continent: Europe year: 1962","gdpPercap: 6017.1907 lifeExp: 69.51000 pop: 8448233 continent: Europe year: 1962","gdpPercap: 7550.3599 lifeExp: 67.96000 pop: 10063000 continent: Europe year: 1962","gdpPercap: 10350.1591 lifeExp: 73.68000 pop: 182053 continent: Europe year: 1962","gdpPercap: 6631.5973 lifeExp: 70.29000 pop: 2830000 continent: Europe year: 1962","gdpPercap: 8243.5823 lifeExp: 69.24000 pop: 50843200 continent: Europe year: 1962","gdpPercap: 4649.5938 lifeExp: 63.72800 pop: 474528 continent: Europe year: 1962","gdpPercap: 12790.8496 lifeExp: 73.23000 pop: 11805689 continent: Europe year: 1962","gdpPercap: 13450.4015 lifeExp: 73.47000 pop: 3638919 continent: Europe year: 1962","gdpPercap: 5338.7521 lifeExp: 67.64000 pop: 30329617 continent: Europe year: 1962","gdpPercap: 4727.9549 lifeExp: 64.39000 pop: 9019800 continent: Europe year: 1962","gdpPercap: 4734.9976 lifeExp: 66.80000 pop: 18680721 continent: Europe year: 1962","gdpPercap: 6289.6292 lifeExp: 64.53100 pop: 7616060 continent: Europe year: 1962","gdpPercap: 7481.1076 lifeExp: 70.33000 pop: 4237384 continent: Europe year: 1962","gdpPercap: 7402.3034 lifeExp: 69.15000 pop: 1582962 continent: Europe year: 1962","gdpPercap: 5693.8439 lifeExp: 69.69000 pop: 31158061 continent: Europe year: 1962","gdpPercap: 12329.4419 lifeExp: 73.37000 pop: 7561588 continent: Europe year: 1962","gdpPercap: 20431.0927 lifeExp: 71.32000 pop: 5666000 continent: Europe year: 1962","gdpPercap: 2322.8699 lifeExp: 52.09800 pop: 29788695 continent: Europe year: 1962","gdpPercap: 12477.1771 lifeExp: 70.76000 pop: 53292000 continent: Europe year: 1962"],"frame":"1962","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.45167044937233,5.16326080440438,5.35444113434498,4.72332412746296,5.24713836206287,4.82250173642125,5.38862478094658,4.89409474136983,4.87504482882016,7.34971937723633,8.24656257959534,5.28676662272963,5.42546028005416,3.96133089232535,4.64566378980952,7.48810342879728,4.11458429750967,5.56308141936368,4.76404281586125,6.64272018896769,5.3372715140173,6.02519427239499,5.21004964152445,4.84317772244249,4.42175690850052,6.68163684079096,5.20488395599416,5.01170514392987,6.6170220420914,7.57646577507466],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.08697263830624,4.11977297258156],"y":[70.93,71.24],"text":["gdpPercap: 12217.2269 lifeExp: 70.93000 pop: 10794968 continent: Oceania year: 1962","gdpPercap: 13175.6780 lifeExp: 71.24000 pop: 2488550 continent: Oceania year: 1962"],"frame":"1962","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.48461767945634,4.59052544953671],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"1967","data":[{"x":[3.51148118797499,3.74215745838396,3.01528907661539,3.08447235438054,2.90027237094209,2.61592640520288,3.1785318256936,3.055399974834,3.078025414328,3.27323969635094,2.93530228406906,3.4278007842362,3.31218803864046,3.48001420697493,3.25884808894596,2.96170388787321,2.67098294312012,2.71274954741178,3.9221419590145,2.866159048101,3.05142157041711,2.8504989181547,2.85465858235922,3.02396669067389,2.69778626600553,2.8534570617051,4.27352793571109,3.2132646189128,2.69505661348785,2.73640438110395,3.15263845040986,3.39364320442555,3.23326137313525,2.7533295728751,3.57906238390086,3.02299917399278,3.00625808906951,3.60435305365754,2.70839006005204,3.14139978526705,3.20747403709274,3.08136295976889,3.10881294051872,3.85214303897666,3.22737183535753,3.41715630666173,2.92850782101237,3.16955593013409,3.28608807651144,2.95852495345071,3.24970632372554,2.75571868821708],"y":[51.407,35.985,44.885,53.298,40.697,43.548,44.799,41.478,43.601,46.472,44.056,52.04,47.35,42.074,49.293,38.987,42.189,42.115,44.598,35.857,48.072,37.197,35.492,50.654,48.492,41.536,50.227,42.881,39.487,38.487,46.289,61.557,50.335,38.113,51.159,40.118,41.04,60.542,44.1,54.425,43.563,34.113,38.977,51.927,42.858,46.633,45.757,46.769,52.053,48.051,47.768,53.995],"text":["gdpPercap: 3246.9918 lifeExp: 51.40700 pop: 12760499 continent: Africa year: 1967","gdpPercap: 5522.7764 lifeExp: 35.98500 pop: 5247469 continent: Africa year: 1967","gdpPercap: 1035.8314 lifeExp: 44.88500 pop: 2427334 continent: Africa year: 1967","gdpPercap: 1214.7093 lifeExp: 53.29800 pop: 553541 continent: Africa year: 1967","gdpPercap: 794.8266 lifeExp: 40.69700 pop: 5127935 continent: Africa year: 1967","gdpPercap: 412.9775 lifeExp: 43.54800 pop: 3330989 continent: Africa year: 1967","gdpPercap: 1508.4531 lifeExp: 44.79900 pop: 6335506 continent: Africa year: 1967","gdpPercap: 1136.0566 lifeExp: 41.47800 pop: 1733638 continent: Africa year: 1967","gdpPercap: 1196.8106 lifeExp: 43.60100 pop: 3495967 continent: Africa year: 1967","gdpPercap: 1876.0296 lifeExp: 46.47200 pop: 217378 continent: Africa year: 1967","gdpPercap: 861.5932 lifeExp: 44.05600 pop: 19941073 continent: Africa year: 1967","gdpPercap: 2677.9396 lifeExp: 52.04000 pop: 1179760 continent: Africa year: 1967","gdpPercap: 2052.0505 lifeExp: 47.35000 pop: 4744870 continent: Africa year: 1967","gdpPercap: 3020.0505 lifeExp: 42.07400 pop: 127617 continent: Africa year: 1967","gdpPercap: 1814.8807 lifeExp: 49.29300 pop: 31681188 continent: Africa year: 1967","gdpPercap: 915.5960 lifeExp: 38.98700 pop: 259864 continent: Africa year: 1967","gdpPercap: 468.7950 lifeExp: 42.18900 pop: 1820319 continent: Africa year: 1967","gdpPercap: 516.1186 lifeExp: 42.11500 pop: 27860297 continent: Africa year: 1967","gdpPercap: 8358.7620 lifeExp: 44.59800 pop: 489004 continent: Africa year: 1967","gdpPercap: 734.7829 lifeExp: 35.85700 pop: 439593 continent: Africa year: 1967","gdpPercap: 1125.6972 lifeExp: 48.07200 pop: 8490213 continent: Africa year: 1967","gdpPercap: 708.7595 lifeExp: 37.19700 pop: 3451418 continent: Africa year: 1967","gdpPercap: 715.5806 lifeExp: 35.49200 pop: 601287 continent: Africa year: 1967","gdpPercap: 1056.7365 lifeExp: 50.65400 pop: 10191512 continent: Africa year: 1967","gdpPercap: 498.6390 lifeExp: 48.49200 pop: 996380 continent: Africa year: 1967","gdpPercap: 713.6036 lifeExp: 41.53600 pop: 1279406 continent: Africa year: 1967","gdpPercap: 18772.7517 lifeExp: 50.22700 pop: 1759224 continent: Africa year: 1967","gdpPercap: 1634.0473 lifeExp: 42.88100 pop: 6334556 continent: Africa year: 1967","gdpPercap: 495.5148 lifeExp: 39.48700 pop: 4147252 continent: Africa year: 1967","gdpPercap: 545.0099 lifeExp: 38.48700 pop: 5212416 continent: Africa year: 1967","gdpPercap: 1421.1452 lifeExp: 46.28900 pop: 1230542 continent: Africa year: 1967","gdpPercap: 2475.3876 lifeExp: 61.55700 pop: 789309 continent: Africa year: 1967","gdpPercap: 1711.0448 lifeExp: 50.33500 pop: 14770296 continent: Africa year: 1967","gdpPercap: 566.6692 lifeExp: 38.11300 pop: 8680909 continent: Africa year: 1967","gdpPercap: 3793.6948 lifeExp: 51.15900 pop: 706640 continent: Africa year: 1967","gdpPercap: 1054.3849 lifeExp: 40.11800 pop: 4534062 continent: Africa year: 1967","gdpPercap: 1014.5141 lifeExp: 41.04000 pop: 47287752 continent: Africa year: 1967","gdpPercap: 4021.1757 lifeExp: 60.54200 pop: 414024 continent: Africa year: 1967","gdpPercap: 510.9637 lifeExp: 44.10000 pop: 3451079 continent: Africa year: 1967","gdpPercap: 1384.8406 lifeExp: 54.42500 pop: 70787 continent: Africa year: 1967","gdpPercap: 1612.4046 lifeExp: 43.56300 pop: 3965841 continent: Africa year: 1967","gdpPercap: 1206.0435 lifeExp: 34.11300 pop: 2662190 continent: Africa year: 1967","gdpPercap: 1284.7332 lifeExp: 38.97700 pop: 3428839 continent: Africa year: 1967","gdpPercap: 7114.4780 lifeExp: 51.92700 pop: 20997321 continent: Africa year: 1967","gdpPercap: 1687.9976 lifeExp: 42.85800 pop: 12716129 continent: Africa year: 1967","gdpPercap: 2613.1017 lifeExp: 46.63300 pop: 420690 continent: Africa year: 1967","gdpPercap: 848.2187 lifeExp: 45.75700 pop: 12607312 continent: Africa year: 1967","gdpPercap: 1477.5968 lifeExp: 46.76900 pop: 1735550 continent: Africa year: 1967","gdpPercap: 1932.3602 lifeExp: 52.05300 pop: 4786986 continent: Africa year: 1967","gdpPercap: 908.9185 lifeExp: 48.05100 pop: 8900294 continent: Africa year: 1967","gdpPercap: 1777.0773 lifeExp: 47.76800 pop: 3900000 continent: Africa year: 1967","gdpPercap: 569.7951 lifeExp: 53.99500 pop: 4995432 continent: Africa year: 1967"],"frame":"1967","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[5.63415801664018,4.96481717643928,4.58023883087143,4.14512568593499,4.951081340566,4.72073639369103,5.08320808258744,4.45277780420256,4.74418025040477,3.98597239140992,6.09994955322103,4.33021798370447,4.90593483132386,3.91484064665901,6.70594447820322,4.01217727111931,4.46999231408275,6.52344989769695,4.12038461321783,4.10015448288027,5.29053350727708,4.73790622952512,4.16240217040178,5.4359994828886,4.28311013737097,4.35419870037646,4.45790452699563,5.08310940165688,4.83164036459015,4.96080573358188,4.34256677329071,4.2239538010069,5.77551464422497,5.30752784946637,4.19800762206815,4.8803002550563,7.35592495411576,4.08916736645241,4.73785832927478,3.83355022034536,4.80802650716986,4.61901802319249,4.73471059872603,6.16079199085001,5.63091554475333,4.09206900129354,5.62293926796139,4.45316226472733,4.91098659772682,5.32684801659228,4.79932090424889,4.93566452067749],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.90595516552978,3.41277729936084,3.53527694506573,4.206193882909,3.70813645996287,3.42792891541937,3.61927367509308,3.75513272240462,3.21846276740337,3.6607776823798,3.63934655547257,3.51088415650793,3.16198386397309,3.40453770699663,3.78708506565499,3.76002524528695,3.66683549228173,3.64552140726666,3.36161005279027,3.76253552527651,3.84068796748737,3.74984205355686,4.29071037250177,3.73596754383367,3.97961547976198],"y":[65.634,45.032,57.632,72.13,60.523,59.963,65.424,68.29,56.751,56.678,55.855,50.016,46.243,50.924,67.51,60.11,51.884,64.071,64.951,51.445,71.1,65.4,70.76,68.468,63.479],"text":["gdpPercap: 8052.9530 lifeExp: 65.63400 pop: 22934225 continent: Americas year: 1967","gdpPercap: 2586.8861 lifeExp: 45.03200 pop: 4040665 continent: Americas year: 1967","gdpPercap: 3429.8644 lifeExp: 57.63200 pop: 88049823 continent: Americas year: 1967","gdpPercap: 16076.5880 lifeExp: 72.13000 pop: 20819767 continent: Americas year: 1967","gdpPercap: 5106.6543 lifeExp: 60.52300 pop: 8858908 continent: Americas year: 1967","gdpPercap: 2678.7298 lifeExp: 59.96300 pop: 19764027 continent: Americas year: 1967","gdpPercap: 4161.7278 lifeExp: 65.42400 pop: 1588717 continent: Americas year: 1967","gdpPercap: 5690.2680 lifeExp: 68.29000 pop: 8139332 continent: Americas year: 1967","gdpPercap: 1653.7230 lifeExp: 56.75100 pop: 4049146 continent: Americas year: 1967","gdpPercap: 4579.0742 lifeExp: 56.67800 pop: 5432424 continent: Americas year: 1967","gdpPercap: 4358.5954 lifeExp: 55.85500 pop: 3232927 continent: Americas year: 1967","gdpPercap: 3242.5311 lifeExp: 50.01600 pop: 4690773 continent: Americas year: 1967","gdpPercap: 1452.0577 lifeExp: 46.24300 pop: 4318137 continent: Americas year: 1967","gdpPercap: 2538.2694 lifeExp: 50.92400 pop: 2500689 continent: Americas year: 1967","gdpPercap: 6124.7035 lifeExp: 67.51000 pop: 1861096 continent: Americas year: 1967","gdpPercap: 5754.7339 lifeExp: 60.11000 pop: 47995559 continent: Americas year: 1967","gdpPercap: 4643.3935 lifeExp: 51.88400 pop: 1865490 continent: Americas year: 1967","gdpPercap: 4421.0091 lifeExp: 64.07100 pop: 1405486 continent: Americas year: 1967","gdpPercap: 2299.3763 lifeExp: 64.95100 pop: 2287985 continent: Americas year: 1967","gdpPercap: 5788.0933 lifeExp: 51.44500 pop: 12132200 continent: Americas year: 1967","gdpPercap: 6929.2777 lifeExp: 71.10000 pop: 2648961 continent: Americas year: 1967","gdpPercap: 5621.3685 lifeExp: 65.40000 pop: 960155 continent: Americas year: 1967","gdpPercap: 19530.3656 lifeExp: 70.76000 pop: 198712000 continent: Americas year: 1967","gdpPercap: 5444.6196 lifeExp: 68.46800 pop: 2748579 continent: Americas year: 1967","gdpPercap: 9541.4742 lifeExp: 63.47900 pop: 9709552 continent: Americas year: 1967"],"frame":"1967","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.26850106275688,4.81783125165875,8.66114091296489,6.15067361325851,5.32322185843799,6.0895944689347,4.42296920778139,5.25875384333486,4.81893674440809,4.98576242946217,4.70652059348207,4.8994125234915,4.85340924902891,4.59254980078415,4.47794373279663,7.3826252036666,4.47879515603043,4.38317727382774,4.55631508466873,5.58770146039772,4.61688139652788,4.27327309140351,11.1144181863281,4.63283925052512,5.39611987928729],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.92230867688807,4.17039881049903,2.85804733931374,2.71886053038935,2.78725191591334,3.7922489662687,2.84557587986314,2.88220098595162,3.77134725217608,3.95092244836757,3.92395558525362,3.99333871744166,3.43803517841855,3.3311317155572,3.30733087662514,4.90792105261074,3.77865640591502,3.35750460546659,3.08850503970313,2.54282542695918,2.83023070963807,3.67402872805872,2.9742390834018,3.25866779000196,4.22796504684151,3.6970041611318,3.05519261778385,3.27460199588512,3.4222382376131,3.11242422905142,2.80422348009232,3.42319916542994,2.9357299717043],"y":[34.02,59.923,43.453,45.415,58.38112,70,47.193,45.964,52.469,54.459,70.75,71.43,51.629,59.942,57.716,64.624,63.87,59.371,51.253,49.379,41.472,46.988,49.8,56.393,49.901,67.946,64.266,53.655,67.5,58.285,47.838,51.631,36.984],"text":["gdpPercap: 836.1971 lifeExp: 34.02000 pop: 11537966 continent: Asia year: 1967","gdpPercap: 14804.6727 lifeExp: 59.92300 pop: 202182 continent: Asia year: 1967","gdpPercap: 721.1861 lifeExp: 43.45300 pop: 62821884 continent: Asia year: 1967","gdpPercap: 523.4323 lifeExp: 45.41500 pop: 6960067 continent: Asia year: 1967","gdpPercap: 612.7057 lifeExp: 58.38112 pop: 754550000 continent: Asia year: 1967","gdpPercap: 6197.9628 lifeExp: 70.00000 pop: 3722800 continent: Asia year: 1967","gdpPercap: 700.7706 lifeExp: 47.19300 pop: 506000000 continent: Asia year: 1967","gdpPercap: 762.4318 lifeExp: 45.96400 pop: 109343000 continent: Asia year: 1967","gdpPercap: 5906.7318 lifeExp: 52.46900 pop: 26538000 continent: Asia year: 1967","gdpPercap: 8931.4598 lifeExp: 54.45900 pop: 8519282 continent: Asia year: 1967","gdpPercap: 8393.7414 lifeExp: 70.75000 pop: 2693585 continent: Asia year: 1967","gdpPercap: 9847.7886 lifeExp: 71.43000 pop: 100825279 continent: Asia year: 1967","gdpPercap: 2741.7963 lifeExp: 51.62900 pop: 1255058 continent: Asia year: 1967","gdpPercap: 2143.5406 lifeExp: 59.94200 pop: 12617009 continent: Asia year: 1967","gdpPercap: 2029.2281 lifeExp: 57.71600 pop: 30131000 continent: Asia year: 1967","gdpPercap: 80894.8833 lifeExp: 64.62400 pop: 575003 continent: Asia year: 1967","gdpPercap: 6006.9830 lifeExp: 63.87000 pop: 2186894 continent: Asia year: 1967","gdpPercap: 2277.7424 lifeExp: 59.37100 pop: 10154878 continent: Asia year: 1967","gdpPercap: 1226.0411 lifeExp: 51.25300 pop: 1149500 continent: Asia year: 1967","gdpPercap: 349.0000 lifeExp: 49.37900 pop: 25870271 continent: Asia year: 1967","gdpPercap: 676.4422 lifeExp: 41.47200 pop: 11261690 continent: Asia year: 1967","gdpPercap: 4720.9427 lifeExp: 46.98800 pop: 714775 continent: Asia year: 1967","gdpPercap: 942.4083 lifeExp: 49.80000 pop: 60641899 continent: Asia year: 1967","gdpPercap: 1814.1274 lifeExp: 56.39300 pop: 35356600 continent: Asia year: 1967","gdpPercap: 16903.0489 lifeExp: 49.90100 pop: 5618198 continent: Asia year: 1967","gdpPercap: 4977.4185 lifeExp: 67.94600 pop: 1977600 continent: Asia year: 1967","gdpPercap: 1135.5143 lifeExp: 64.26600 pop: 11737396 continent: Asia year: 1967","gdpPercap: 1881.9236 lifeExp: 53.65500 pop: 5680812 continent: Asia year: 1967","gdpPercap: 2643.8587 lifeExp: 67.50000 pop: 13648692 continent: Asia year: 1967","gdpPercap: 1295.4607 lifeExp: 58.28500 pop: 34024249 continent: Asia year: 1967","gdpPercap: 637.1233 lifeExp: 47.83800 pop: 39463910 continent: Asia year: 1967","gdpPercap: 2649.7150 lifeExp: 51.63100 pop: 1142636 continent: Asia year: 1967","gdpPercap: 862.4421 lifeExp: 36.98400 pop: 6740785 continent: Asia year: 1967"],"frame":"1967","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.54263769563102,3.97575181570092,7.90235474681007,5.1465432236341,18.0741906599375,4.77551333025064,15.485208620121,9.21983528542213,6.45739874441149,5.29313638873146,4.62406701946195,9.00352091111615,4.34843246175102,5.62365145741781,6.63331116884231,4.15299042424882,4.53848772658506,5.43300199282245,4.32272611699051,6.4234175039733,5.5212892932191,4.2006317658729,7.83012034889516,6.87134293343883,5.00644053748346,4.50017848390725,5.55788879394641,5.01333188407306,5.69791284712787,6.81242776914858,7.04628419554401,4.32101228322408,5.12464614554623],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.44094006865781,4.10838241931361,4.11889408582397,3.33693028267941,3.74640086253428,3.84262782533193,4.05688370334703,4.2024123287676,4.03828770846528,4.11394060154369,4.16866320301241,3.93008758267857,3.96972543116429,4.12450082349962,3.88397747306288,4.00097178847123,3.7714295289461,4.18648313615635,4.21383310947184,3.81671530247097,3.80356075988127,3.81096244303535,3.90263955655535,3.92494585044061,3.97338139817314,3.90273764724083,4.18350606325153,4.36108808961809,3.451226922958,4.15053696257245],"y":[66.22,70.14,70.94,64.79,70.42,68.5,70.38,72.96,69.83,71.55,70.8,71,69.5,73.73,71.08,71.06,67.178,73.82,74.08,69.61,66.6,66.8,66.914,70.98,69.18,71.44,74.16,72.77,54.336,71.36],"text":["gdpPercap: 2760.1969 lifeExp: 66.22000 pop: 1984060 continent: Europe year: 1967","gdpPercap: 12834.6024 lifeExp: 70.14000 pop: 7376998 continent: Europe year: 1967","gdpPercap: 13149.0412 lifeExp: 70.94000 pop: 9556500 continent: Europe year: 1967","gdpPercap: 2172.3524 lifeExp: 64.79000 pop: 3585000 continent: Europe year: 1967","gdpPercap: 5577.0028 lifeExp: 70.42000 pop: 8310226 continent: Europe year: 1967","gdpPercap: 6960.2979 lifeExp: 68.50000 pop: 4174366 continent: Europe year: 1967","gdpPercap: 11399.4449 lifeExp: 70.38000 pop: 9835109 continent: Europe year: 1967","gdpPercap: 15937.2112 lifeExp: 72.96000 pop: 4838800 continent: Europe year: 1967","gdpPercap: 10921.6363 lifeExp: 69.83000 pop: 4605744 continent: Europe year: 1967","gdpPercap: 12999.9177 lifeExp: 71.55000 pop: 49569000 continent: Europe year: 1967","gdpPercap: 14745.6256 lifeExp: 70.80000 pop: 76368453 continent: Europe year: 1967","gdpPercap: 8513.0970 lifeExp: 71.00000 pop: 8716441 continent: Europe year: 1967","gdpPercap: 9326.6447 lifeExp: 69.50000 pop: 10223422 continent: Europe year: 1967","gdpPercap: 13319.8957 lifeExp: 73.73000 pop: 198676 continent: Europe year: 1967","gdpPercap: 7655.5690 lifeExp: 71.08000 pop: 2900100 continent: Europe year: 1967","gdpPercap: 10022.4013 lifeExp: 71.06000 pop: 52667100 continent: Europe year: 1967","gdpPercap: 5907.8509 lifeExp: 67.17800 pop: 501035 continent: Europe year: 1967","gdpPercap: 15363.2514 lifeExp: 73.82000 pop: 12596822 continent: Europe year: 1967","gdpPercap: 16361.8765 lifeExp: 74.08000 pop: 3786019 continent: Europe year: 1967","gdpPercap: 6557.1528 lifeExp: 69.61000 pop: 31785378 continent: Europe year: 1967","gdpPercap: 6361.5180 lifeExp: 66.60000 pop: 9103000 continent: Europe year: 1967","gdpPercap: 6470.8665 lifeExp: 66.80000 pop: 19284814 continent: Europe year: 1967","gdpPercap: 7991.7071 lifeExp: 66.91400 pop: 7971222 continent: Europe year: 1967","gdpPercap: 8412.9024 lifeExp: 70.98000 pop: 4442238 continent: Europe year: 1967","gdpPercap: 9405.4894 lifeExp: 69.18000 pop: 1646912 continent: Europe year: 1967","gdpPercap: 7993.5123 lifeExp: 71.44000 pop: 32850275 continent: Europe year: 1967","gdpPercap: 15258.2970 lifeExp: 74.16000 pop: 7867931 continent: Europe year: 1967","gdpPercap: 22966.1443 lifeExp: 72.77000 pop: 6063000 continent: Europe year: 1967","gdpPercap: 2826.3564 lifeExp: 54.33600 pop: 33411317 continent: Europe year: 1967","gdpPercap: 14142.8509 lifeExp: 71.36000 pop: 54959000 continent: Europe year: 1967"],"frame":"1967","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.50139133263733,5.18723797856295,5.38324819744945,4.75659843105371,5.27431629531544,4.83512435687248,5.40660320081392,4.91717085296233,4.88908335166358,7.44128196165204,8.32556990418647,5.31067352395021,5.43860602975311,3.97331722382005,4.65655495211947,7.55411350795612,4.12513118906329,5.62216852721775,4.78407181565333,6.71076170293624,5.34448735424206,6.06133048424376,5.24328348840458,4.86894573952296,4.43510213144505,6.75955072424814,5.23369648801434,5.05458854418079,6.78493672076053,7.63545947344117],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.16214976656191,4.16028597892551],"y":[71.1,71.52],"text":["gdpPercap: 14526.1246 lifeExp: 71.10000 pop: 11872264 continent: Oceania year: 1967","gdpPercap: 14463.9189 lifeExp: 71.52000 pop: 2728150 continent: Oceania year: 1967"],"frame":"1967","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.56812890650886,4.62959113746611],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"1972","data":[{"x":[3.62145295412403,3.73824830136585,3.03574858899122,3.35480181759101,2.93183198403372,2.66661110417941,3.22637987429751,3.02938916574454,3.04300997815182,3.28725912183523,2.95659870133898,3.50693136290256,3.3762485776605,3.5675218560883,3.30621225628536,2.82763562139798,2.71123696616486,2.75300357040352,4.0569790716354,2.87857167693004,3.07122775728131,2.87020850531013,2.91393278384802,3.08719911842289,2.69599061663994,2.90471849473935,4.32245699990115,3.2426812799066,2.76687513271374,2.76445177786469,3.20053636361687,3.41085888284625,3.28560118066049,2.86028876598719,3.57357715768681,2.97964361601112,3.23003712693577,3.70308997040009,2.77127922362731,3.18553797733498,3.20349851230071,3.13154160135448,3.09849701920418,3.89019529671504,3.22001723642861,3.5269639825025,2.96188838986882,3.21739449350165,3.43985132551065,2.97805987911551,3.24883076794115,2.90274359447453],"y":[54.518,37.928,47.014,56.024,43.591,44.057,47.049,43.457,45.569,48.944,45.989,54.907,49.801,44.366,51.137,40.516,44.142,43.515,48.69,38.308,49.875,38.842,36.486,53.559,49.767,42.614,52.773,44.851,41.766,39.977,48.437,62.944,52.862,40.328,53.867,40.546,42.821,64.274,44.6,56.48,45.815,35.4,40.973,53.696,45.083,49.552,47.62,49.759,55.602,51.016,50.107,55.635],"text":["gdpPercap: 4182.6638 lifeExp: 54.51800 pop: 14760787 continent: Africa year: 1972","gdpPercap: 5473.2880 lifeExp: 37.92800 pop: 5894858 continent: Africa year: 1972","gdpPercap: 1085.7969 lifeExp: 47.01400 pop: 2761407 continent: Africa year: 1972","gdpPercap: 2263.6111 lifeExp: 56.02400 pop: 619351 continent: Africa year: 1972","gdpPercap: 854.7360 lifeExp: 43.59100 pop: 5433886 continent: Africa year: 1972","gdpPercap: 464.0995 lifeExp: 44.05700 pop: 3529983 continent: Africa year: 1972","gdpPercap: 1684.1465 lifeExp: 47.04900 pop: 7021028 continent: Africa year: 1972","gdpPercap: 1070.0133 lifeExp: 43.45700 pop: 1927260 continent: Africa year: 1972","gdpPercap: 1104.1040 lifeExp: 45.56900 pop: 3899068 continent: Africa year: 1972","gdpPercap: 1937.5777 lifeExp: 48.94400 pop: 250027 continent: Africa year: 1972","gdpPercap: 904.8961 lifeExp: 45.98900 pop: 23007669 continent: Africa year: 1972","gdpPercap: 3213.1527 lifeExp: 54.90700 pop: 1340458 continent: Africa year: 1972","gdpPercap: 2378.2011 lifeExp: 49.80100 pop: 6071696 continent: Africa year: 1972","gdpPercap: 3694.2124 lifeExp: 44.36600 pop: 178848 continent: Africa year: 1972","gdpPercap: 2024.0081 lifeExp: 51.13700 pop: 34807417 continent: Africa year: 1972","gdpPercap: 672.4123 lifeExp: 40.51600 pop: 277603 continent: Africa year: 1972","gdpPercap: 514.3242 lifeExp: 44.14200 pop: 2260187 continent: Africa year: 1972","gdpPercap: 566.2439 lifeExp: 43.51500 pop: 30770372 continent: Africa year: 1972","gdpPercap: 11401.9484 lifeExp: 48.69000 pop: 537977 continent: Africa year: 1972","gdpPercap: 756.0868 lifeExp: 38.30800 pop: 517101 continent: Africa year: 1972","gdpPercap: 1178.2237 lifeExp: 49.87500 pop: 9354120 continent: Africa year: 1972","gdpPercap: 741.6662 lifeExp: 38.84200 pop: 3811387 continent: Africa year: 1972","gdpPercap: 820.2246 lifeExp: 36.48600 pop: 625361 continent: Africa year: 1972","gdpPercap: 1222.3600 lifeExp: 53.55900 pop: 12044785 continent: Africa year: 1972","gdpPercap: 496.5816 lifeExp: 49.76700 pop: 1116779 continent: Africa year: 1972","gdpPercap: 803.0055 lifeExp: 42.61400 pop: 1482628 continent: Africa year: 1972","gdpPercap: 21011.4972 lifeExp: 52.77300 pop: 2183877 continent: Africa year: 1972","gdpPercap: 1748.5630 lifeExp: 44.85100 pop: 7082430 continent: Africa year: 1972","gdpPercap: 584.6220 lifeExp: 41.76600 pop: 4730997 continent: Africa year: 1972","gdpPercap: 581.3689 lifeExp: 39.97700 pop: 5828158 continent: Africa year: 1972","gdpPercap: 1586.8518 lifeExp: 48.43700 pop: 1332786 continent: Africa year: 1972","gdpPercap: 2575.4842 lifeExp: 62.94400 pop: 851334 continent: Africa year: 1972","gdpPercap: 1930.1950 lifeExp: 52.86200 pop: 16660670 continent: Africa year: 1972","gdpPercap: 724.9178 lifeExp: 40.32800 pop: 9809596 continent: Africa year: 1972","gdpPercap: 3746.0809 lifeExp: 53.86700 pop: 821782 continent: Africa year: 1972","gdpPercap: 954.2092 lifeExp: 40.54600 pop: 5060262 continent: Africa year: 1972","gdpPercap: 1698.3888 lifeExp: 42.82100 pop: 53740085 continent: Africa year: 1972","gdpPercap: 5047.6586 lifeExp: 64.27400 pop: 461633 continent: Africa year: 1972","gdpPercap: 590.5807 lifeExp: 44.60000 pop: 3992121 continent: Africa year: 1972","gdpPercap: 1532.9853 lifeExp: 56.48000 pop: 76595 continent: Africa year: 1972","gdpPercap: 1597.7121 lifeExp: 45.81500 pop: 4588696 continent: Africa year: 1972","gdpPercap: 1353.7598 lifeExp: 35.40000 pop: 2879013 continent: Africa year: 1972","gdpPercap: 1254.5761 lifeExp: 40.97300 pop: 3840161 continent: Africa year: 1972","gdpPercap: 7765.9626 lifeExp: 53.69600 pop: 23935810 continent: Africa year: 1972","gdpPercap: 1659.6528 lifeExp: 45.08300 pop: 14597019 continent: Africa year: 1972","gdpPercap: 3364.8366 lifeExp: 49.55200 pop: 480105 continent: Africa year: 1972","gdpPercap: 915.9851 lifeExp: 47.62000 pop: 14706593 continent: Africa year: 1972","gdpPercap: 1649.6602 lifeExp: 49.75900 pop: 2056351 continent: Africa year: 1972","gdpPercap: 2753.2860 lifeExp: 55.60200 pop: 5303507 continent: Africa year: 1972","gdpPercap: 950.7359 lifeExp: 51.01600 pop: 10190285 continent: Africa year: 1972","gdpPercap: 1773.4983 lifeExp: 50.10700 pop: 4506497 continent: Africa year: 1972","gdpPercap: 799.3622 lifeExp: 55.63500 pop: 5861135 continent: Africa year: 1972"],"frame":"1972","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[5.77486941847256,5.03660467279129,4.63487253672056,4.16873857388661,4.98592654523473,4.74894352613912,5.15256863764247,4.49065641427151,4.79919714021268,4.00637937975234,6.27249362994306,4.36840916204948,5.05551174408222,3.95892780052833,6.84719571260428,4.02228281710907,4.55145396050954,6.66349029324458,4.13931474001032,4.13136985296105,5.36606769843543,4.78748566378577,4.17082398551538,5.58114305189261,4.31450689879015,4.4002410440165,4.53794924011906,5.15861102829891,4.90426581270247,5.02939899597365,4.36664232303333,4.24246688806599,5.89988875516887,5.40447848029685,4.23374039294111,4.94323305693074,7.59241281898546,4.10933156821223,4.81148078439738,3.84654561535323,4.88700079693325,4.6532930239098,4.79134392589066,6.32240916598668,5.76372414556033,4.11683072912181,5.77118813659577,4.51482734201244,4.97120208032738,5.43589917432664,4.8769040398565,5.03296671606313],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.97511176153781,3.47426454954607,3.69772714141292,4.27808039981948,3.73989058679744,3.51383796355758,3.70911275007028,3.72472183764533,3.34041922627685,3.72271573245366,3.65516207131792,3.60545678249039,3.21865546998006,3.40309345760668,3.8712160892056,3.83310927307515,3.671042559555,3.72950898259119,3.40197542400774,3.77362756087017,3.96013966196001,3.82082856000559,4.33857672354045,3.75613450884254,4.02140679139323],"y":[67.065,46.714,59.504,72.88,63.441,61.623,67.849,70.723,59.631,58.796,58.207,53.738,48.042,53.884,69,62.361,55.151,66.216,65.815,55.448,72.16,65.9,71.34,68.673,65.712],"text":["gdpPercap: 9443.0385 lifeExp: 67.06500 pop: 24779799 continent: Americas year: 1972","gdpPercap: 2980.3313 lifeExp: 46.71400 pop: 4565872 continent: Americas year: 1972","gdpPercap: 4985.7115 lifeExp: 59.50400 pop: 100840058 continent: Americas year: 1972","gdpPercap: 18970.5709 lifeExp: 72.88000 pop: 22284500 continent: Americas year: 1972","gdpPercap: 5494.0244 lifeExp: 63.44100 pop: 9717524 continent: Americas year: 1972","gdpPercap: 3264.6600 lifeExp: 61.62300 pop: 22542890 continent: Americas year: 1972","gdpPercap: 5118.1469 lifeExp: 67.84900 pop: 1834796 continent: Americas year: 1972","gdpPercap: 5305.4453 lifeExp: 70.72300 pop: 8831348 continent: Americas year: 1972","gdpPercap: 2189.8745 lifeExp: 59.63100 pop: 4671329 continent: Americas year: 1972","gdpPercap: 5280.9947 lifeExp: 58.79600 pop: 6298651 continent: Americas year: 1972","gdpPercap: 4520.2460 lifeExp: 58.20700 pop: 3790903 continent: Americas year: 1972","gdpPercap: 4031.4083 lifeExp: 53.73800 pop: 5149581 continent: Americas year: 1972","gdpPercap: 1654.4569 lifeExp: 48.04200 pop: 4698301 continent: Americas year: 1972","gdpPercap: 2529.8423 lifeExp: 53.88400 pop: 2965146 continent: Americas year: 1972","gdpPercap: 7433.8893 lifeExp: 69.00000 pop: 1997616 continent: Americas year: 1972","gdpPercap: 6809.4067 lifeExp: 62.36100 pop: 55984294 continent: Americas year: 1972","gdpPercap: 4688.5933 lifeExp: 55.15100 pop: 2182908 continent: Americas year: 1972","gdpPercap: 5364.2497 lifeExp: 66.21600 pop: 1616384 continent: Americas year: 1972","gdpPercap: 2523.3380 lifeExp: 65.81500 pop: 2614104 continent: Americas year: 1972","gdpPercap: 5937.8273 lifeExp: 55.44800 pop: 13954700 continent: Americas year: 1972","gdpPercap: 9123.0417 lifeExp: 72.16000 pop: 2847132 continent: Americas year: 1972","gdpPercap: 6619.5514 lifeExp: 65.90000 pop: 975199 continent: Americas year: 1972","gdpPercap: 21806.0359 lifeExp: 71.34000 pop: 209896000 continent: Americas year: 1972","gdpPercap: 5703.4089 lifeExp: 68.67300 pop: 2829526 continent: Americas year: 1972","gdpPercap: 10505.2597 lifeExp: 65.71200 pop: 11515649 continent: Americas year: 1972"],"frame":"1972","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.36696318976738,4.88420650920151,9.0039039923534,6.23289770111465,5.39678751795107,6.24711837409495,4.47282573599816,5.32080237440896,4.89705892066705,5.07937428964003,4.78472997144086,4.95358063141486,4.90032242455481,4.66654129000754,4.5039298359549,7.67129961893554,4.53777620790972,4.42876570293487,4.61122532871142,5.71939296717015,4.64833812765697,4.27738195010893,11.3180663084134,4.64558968010401,5.5409228224833],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.86922063087752,4.2617066548942,2.79950157150347,2.62492535061919,2.83052457318799,3.91991072809031,2.85975807721828,3.04575623818387,3.98289592362557,3.98118584246344,4.10676636344731,4.16963877108206,3.32445867085747,3.56839200934875,3.48156826189899,5.0388103158678,3.87427211945096,3.45470689702688,3.15282078556282,2.55266821611219,2.82916743418004,4.02604429776365,3.02116406003658,3.29871645293952,4.39510663253032,3.93438512609999,3.08400239072348,3.41017352648115,3.60879592864655,3.18308724099962,2.84478873958942,3.49601712489568,3.10210667169689],"y":[36.088,63.3,45.252,40.317,63.11888,72,50.651,49.203,55.234,56.95,71.63,73.42,56.528,63.983,62.612,67.712,65.421,63.01,53.754,53.07,43.971,52.143,51.929,58.065,53.886,69.521,65.042,57.296,69.39,60.405,50.254,56.532,39.848],"text":["gdpPercap: 739.9811 lifeExp: 36.08800 pop: 13079460 continent: Asia year: 1972","gdpPercap: 18268.6584 lifeExp: 63.30000 pop: 230800 continent: Asia year: 1972","gdpPercap: 630.2336 lifeExp: 45.25200 pop: 70759295 continent: Asia year: 1972","gdpPercap: 421.6240 lifeExp: 40.31700 pop: 7450606 continent: Asia year: 1972","gdpPercap: 676.9001 lifeExp: 63.11888 pop: 862030000 continent: Asia year: 1972","gdpPercap: 8315.9281 lifeExp: 72.00000 pop: 4115700 continent: Asia year: 1972","gdpPercap: 724.0325 lifeExp: 50.65100 pop: 567000000 continent: Asia year: 1972","gdpPercap: 1111.1079 lifeExp: 49.20300 pop: 121282000 continent: Asia year: 1972","gdpPercap: 9613.8186 lifeExp: 55.23400 pop: 30614000 continent: Asia year: 1972","gdpPercap: 9576.0376 lifeExp: 56.95000 pop: 10061506 continent: Asia year: 1972","gdpPercap: 12786.9322 lifeExp: 71.63000 pop: 3095893 continent: Asia year: 1972","gdpPercap: 14778.7864 lifeExp: 73.42000 pop: 107188273 continent: Asia year: 1972","gdpPercap: 2110.8563 lifeExp: 56.52800 pop: 1613551 continent: Asia year: 1972","gdpPercap: 3701.6215 lifeExp: 63.98300 pop: 14781241 continent: Asia year: 1972","gdpPercap: 3030.8767 lifeExp: 62.61200 pop: 33505000 continent: Asia year: 1972","gdpPercap: 109347.8670 lifeExp: 67.71200 pop: 841934 continent: Asia year: 1972","gdpPercap: 7486.3843 lifeExp: 65.42100 pop: 2680018 continent: Asia year: 1972","gdpPercap: 2849.0948 lifeExp: 63.01000 pop: 11441462 continent: Asia year: 1972","gdpPercap: 1421.7420 lifeExp: 53.75400 pop: 1320500 continent: Asia year: 1972","gdpPercap: 357.0000 lifeExp: 53.07000 pop: 28466390 continent: Asia year: 1972","gdpPercap: 674.7881 lifeExp: 43.97100 pop: 12412593 continent: Asia year: 1972","gdpPercap: 10618.0385 lifeExp: 52.14300 pop: 829050 continent: Asia year: 1972","gdpPercap: 1049.9390 lifeExp: 51.92900 pop: 69325921 continent: Asia year: 1972","gdpPercap: 1989.3741 lifeExp: 58.06500 pop: 40850141 continent: Asia year: 1972","gdpPercap: 24837.4287 lifeExp: 53.88600 pop: 6472756 continent: Asia year: 1972","gdpPercap: 8597.7562 lifeExp: 69.52100 pop: 2152400 continent: Asia year: 1972","gdpPercap: 1213.3955 lifeExp: 65.04200 pop: 13016733 continent: Asia year: 1972","gdpPercap: 2571.4230 lifeExp: 57.29600 pop: 6701172 continent: Asia year: 1972","gdpPercap: 4062.5239 lifeExp: 69.39000 pop: 15226039 continent: Asia year: 1972","gdpPercap: 1524.3589 lifeExp: 60.40500 pop: 39276153 continent: Asia year: 1972","gdpPercap: 699.5016 lifeExp: 50.25400 pop: 44655014 continent: Asia year: 1972","gdpPercap: 3133.4093 lifeExp: 56.53200 pop: 1089572 continent: Asia year: 1972","gdpPercap: 1265.0470 lifeExp: 39.84800 pop: 7407075 continent: Asia year: 1972"],"frame":"1972","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.65730226968744,3.99459622007765,8.15529962207876,5.19430095770743,19.058468638727,4.82757153460642,16.1707949558531,9.50930675530431,6.65613859597801,5.4253373610292,4.6862818659059,9.16593514415986,4.42817454341833,5.77625705052724,6.78915482098891,4.23970908240249,4.62188886508924,5.53521013856131,4.36380176446808,6.55319968450498,5.60857957404436,4.23590205441625,8.11071476523011,7.10324983785627,5.09738723264616,4.53230812307364,5.6527732996008,5.12065234157585,5.80619789188042,7.03849196129636,7.2548114093096,4.3075753437311,5.19012825876873],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.52027677612856,4.22171737130058,4.22199144124559,3.45639180910827,3.81937903012836,3.96208935173804,4.11755146113333,4.2756846000415,4.15712044202774,4.20701982774602,4.255662718746,4.10465197432477,4.00726356033899,4.19860385843004,3.97912812108504,4.08881885753772,3.89089105535981,4.27403645322818,4.27795411820419,3.90344308730428,3.95531473257819,3.90370919682789,4.02210108309511,3.98561360821433,4.09284292451341,4.02689065700032,4.25120065557361,4.43449086835605,3.53790674825367,4.20126371287586],"y":[67.69,70.63,71.44,67.45,70.9,69.61,70.29,73.47,70.87,72.38,71,72.34,69.76,74.46,71.28,72.19,70.636,73.75,74.34,70.85,69.26,69.21,68.7,70.35,69.82,73.06,74.72,73.78,57.005,72.01],"text":["gdpPercap: 3313.4222 lifeExp: 67.69000 pop: 2263554 continent: Europe year: 1972","gdpPercap: 16661.6256 lifeExp: 70.63000 pop: 7544201 continent: Europe year: 1972","gdpPercap: 16672.1436 lifeExp: 71.44000 pop: 9709100 continent: Europe year: 1972","gdpPercap: 2860.1698 lifeExp: 67.45000 pop: 3819000 continent: Europe year: 1972","gdpPercap: 6597.4944 lifeExp: 70.90000 pop: 8576200 continent: Europe year: 1972","gdpPercap: 9164.0901 lifeExp: 69.61000 pop: 4225310 continent: Europe year: 1972","gdpPercap: 13108.4536 lifeExp: 70.29000 pop: 9862158 continent: Europe year: 1972","gdpPercap: 18866.2072 lifeExp: 73.47000 pop: 4991596 continent: Europe year: 1972","gdpPercap: 14358.8759 lifeExp: 70.87000 pop: 4639657 continent: Europe year: 1972","gdpPercap: 16107.1917 lifeExp: 72.38000 pop: 51732000 continent: Europe year: 1972","gdpPercap: 18016.1803 lifeExp: 71.00000 pop: 78717088 continent: Europe year: 1972","gdpPercap: 12724.8296 lifeExp: 72.34000 pop: 8888628 continent: Europe year: 1972","gdpPercap: 10168.6561 lifeExp: 69.76000 pop: 10394091 continent: Europe year: 1972","gdpPercap: 15798.0636 lifeExp: 74.46000 pop: 209275 continent: Europe year: 1972","gdpPercap: 9530.7729 lifeExp: 71.28000 pop: 3024400 continent: Europe year: 1972","gdpPercap: 12269.2738 lifeExp: 72.19000 pop: 54365564 continent: Europe year: 1972","gdpPercap: 7778.4140 lifeExp: 70.63600 pop: 527678 continent: Europe year: 1972","gdpPercap: 18794.7457 lifeExp: 73.75000 pop: 13329874 continent: Europe year: 1972","gdpPercap: 18965.0555 lifeExp: 74.34000 pop: 3933004 continent: Europe year: 1972","gdpPercap: 8006.5070 lifeExp: 70.85000 pop: 33039545 continent: Europe year: 1972","gdpPercap: 9022.2474 lifeExp: 69.26000 pop: 8970450 continent: Europe year: 1972","gdpPercap: 8011.4144 lifeExp: 69.21000 pop: 20662648 continent: Europe year: 1972","gdpPercap: 10522.0675 lifeExp: 68.70000 pop: 8313288 continent: Europe year: 1972","gdpPercap: 9674.1676 lifeExp: 70.35000 pop: 4593433 continent: Europe year: 1972","gdpPercap: 12383.4862 lifeExp: 69.82000 pop: 1694510 continent: Europe year: 1972","gdpPercap: 10638.7513 lifeExp: 73.06000 pop: 34513161 continent: Europe year: 1972","gdpPercap: 17832.0246 lifeExp: 74.72000 pop: 8122293 continent: Europe year: 1972","gdpPercap: 27195.1130 lifeExp: 73.78000 pop: 6401400 continent: Europe year: 1972","gdpPercap: 3450.6964 lifeExp: 57.00500 pop: 37492953 continent: Europe year: 1972","gdpPercap: 15895.1164 lifeExp: 72.01000 pop: 56079000 continent: Europe year: 1972"],"frame":"1972","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.55204438659168,5.2032311669519,5.39608201695344,4.7885079147978,5.29821999201393,4.84163945840757,5.40885281330723,4.93521513616988,4.89321452759009,7.52041613716408,8.39499918192356,5.3258267257799,5.45247806683095,3.98058711604709,4.67554152709912,7.61456231062196,4.13541736340762,5.67527467095627,4.80369399609902,6.7681389047437,5.33297560861098,6.14168363074613,5.27459365890573,4.88757985350164,4.44486124599859,6.83417892848221,5.25719320231338,5.0900346672845,6.96353566065951,7.67459352128673],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.22501524446638,4.20536779687056],"y":[71.93,71.89],"text":["gdpPercap: 16788.6295 lifeExp: 71.93000 pop: 13177000 continent: Oceania year: 1972","gdpPercap: 16046.0373 lifeExp: 71.89000 pop: 2929100 continent: Oceania year: 1972"],"frame":"1972","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.66432316493208,4.66102122025222],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"1977","data":[{"x":[3.69111835304969,3.47837128685849,3.0124834262036,3.50716177034781,2.87121498358872,2.74515544499733,3.25125676748187,3.04507811557752,3.05460729073385,3.06915101836112,2.90078062155373,3.51310821042633,3.40101028408395,3.48879895792208,3.44490216214739,2.98162238872728,2.7039391611549,2.74570576546197,4.3373708614867,2.94682314869669,2.99704718642708,2.94185210799775,2.88350583493768,3.10298675433845,2.87237164152654,2.8063987207202,4.34145849934605,3.18871158763867,2.82166002181421,2.83657428165302,3.17536457562432,3.56948896052176,3.37486193965761,2.70098023955392,3.58843821514052,2.90789326381397,3.29709308978461,3.6354640490023,2.82612704524949,3.23994022438144,3.19361683040004,3.12978175413031,3.16166517152032,3.90464260358686,3.34301221488094,3.57765383934322,2.9833972607425,3.185478974435,3.49427662628827,2.92620510614229,3.20103869689067,2.83606300605042],"y":[58.014,39.483,49.19,59.319,46.137,45.91,49.355,46.775,47.383,50.939,47.804,55.625,52.374,46.519,53.319,42.024,44.535,44.51,52.79,41.842,51.756,40.762,37.465,56.155,52.208,43.764,57.442,46.881,43.767,41.714,50.852,64.93,55.73,42.495,56.437,41.291,44.514,67.064,45,58.55,48.879,36.788,41.974,55.527,47.8,52.537,49.919,52.887,59.837,50.35,51.386,57.674],"text":["gdpPercap: 4910.4168 lifeExp: 58.01400 pop: 17152804 continent: Africa year: 1977","gdpPercap: 3008.6474 lifeExp: 39.48300 pop: 6162675 continent: Africa year: 1977","gdpPercap: 1029.1613 lifeExp: 49.19000 pop: 3168267 continent: Africa year: 1977","gdpPercap: 3214.8578 lifeExp: 59.31900 pop: 781472 continent: Africa year: 1977","gdpPercap: 743.3870 lifeExp: 46.13700 pop: 5889574 continent: Africa year: 1977","gdpPercap: 556.1033 lifeExp: 45.91000 pop: 3834415 continent: Africa year: 1977","gdpPercap: 1783.4329 lifeExp: 49.35500 pop: 7959865 continent: Africa year: 1977","gdpPercap: 1109.3743 lifeExp: 46.77500 pop: 2167533 continent: Africa year: 1977","gdpPercap: 1133.9850 lifeExp: 47.38300 pop: 4388260 continent: Africa year: 1977","gdpPercap: 1172.6030 lifeExp: 50.93900 pop: 304739 continent: Africa year: 1977","gdpPercap: 795.7573 lifeExp: 47.80400 pop: 26480870 continent: Africa year: 1977","gdpPercap: 3259.1790 lifeExp: 55.62500 pop: 1536769 continent: Africa year: 1977","gdpPercap: 2517.7365 lifeExp: 52.37400 pop: 7459574 continent: Africa year: 1977","gdpPercap: 3081.7610 lifeExp: 46.51900 pop: 228694 continent: Africa year: 1977","gdpPercap: 2785.4936 lifeExp: 53.31900 pop: 38783863 continent: Africa year: 1977","gdpPercap: 958.5668 lifeExp: 42.02400 pop: 192675 continent: Africa year: 1977","gdpPercap: 505.7538 lifeExp: 44.53500 pop: 2512642 continent: Africa year: 1977","gdpPercap: 556.8084 lifeExp: 44.51000 pop: 34617799 continent: Africa year: 1977","gdpPercap: 21745.5733 lifeExp: 52.79000 pop: 706367 continent: Africa year: 1977","gdpPercap: 884.7553 lifeExp: 41.84200 pop: 608274 continent: Africa year: 1977","gdpPercap: 993.2240 lifeExp: 51.75600 pop: 10538093 continent: Africa year: 1977","gdpPercap: 874.6859 lifeExp: 40.76200 pop: 4227026 continent: Africa year: 1977","gdpPercap: 764.7260 lifeExp: 37.46500 pop: 745228 continent: Africa year: 1977","gdpPercap: 1267.6132 lifeExp: 56.15500 pop: 14500404 continent: Africa year: 1977","gdpPercap: 745.3695 lifeExp: 52.20800 pop: 1251524 continent: Africa year: 1977","gdpPercap: 640.3224 lifeExp: 43.76400 pop: 1703617 continent: Africa year: 1977","gdpPercap: 21951.2118 lifeExp: 57.44200 pop: 2721783 continent: Africa year: 1977","gdpPercap: 1544.2286 lifeExp: 46.88100 pop: 8007166 continent: Africa year: 1977","gdpPercap: 663.2237 lifeExp: 43.76700 pop: 5637246 continent: Africa year: 1977","gdpPercap: 686.3953 lifeExp: 41.71400 pop: 6491649 continent: Africa year: 1977","gdpPercap: 1497.4922 lifeExp: 50.85200 pop: 1456688 continent: Africa year: 1977","gdpPercap: 3710.9830 lifeExp: 64.93000 pop: 913025 continent: Africa year: 1977","gdpPercap: 2370.6200 lifeExp: 55.73000 pop: 18396941 continent: Africa year: 1977","gdpPercap: 502.3197 lifeExp: 42.49500 pop: 11127868 continent: Africa year: 1977","gdpPercap: 3876.4860 lifeExp: 56.43700 pop: 977026 continent: Africa year: 1977","gdpPercap: 808.8971 lifeExp: 41.29100 pop: 5682086 continent: Africa year: 1977","gdpPercap: 1981.9518 lifeExp: 44.51400 pop: 62209173 continent: Africa year: 1977","gdpPercap: 4319.8041 lifeExp: 67.06400 pop: 492095 continent: Africa year: 1977","gdpPercap: 670.0806 lifeExp: 45.00000 pop: 4657072 continent: Africa year: 1977","gdpPercap: 1737.5617 lifeExp: 58.55000 pop: 86796 continent: Africa year: 1977","gdpPercap: 1561.7691 lifeExp: 48.87900 pop: 5260855 continent: Africa year: 1977","gdpPercap: 1348.2852 lifeExp: 36.78800 pop: 3140897 continent: Africa year: 1977","gdpPercap: 1450.9925 lifeExp: 41.97400 pop: 4353666 continent: Africa year: 1977","gdpPercap: 8028.6514 lifeExp: 55.52700 pop: 27129932 continent: Africa year: 1977","gdpPercap: 2202.9884 lifeExp: 47.80000 pop: 17104986 continent: Africa year: 1977","gdpPercap: 3781.4106 lifeExp: 52.53700 pop: 551425 continent: Africa year: 1977","gdpPercap: 962.4923 lifeExp: 49.91900 pop: 17129565 continent: Africa year: 1977","gdpPercap: 1532.7770 lifeExp: 52.88700 pop: 2308582 continent: Africa year: 1977","gdpPercap: 3120.8768 lifeExp: 59.83700 pop: 6005061 continent: Africa year: 1977","gdpPercap: 843.7331 lifeExp: 50.35000 pop: 11457758 continent: Africa year: 1977","gdpPercap: 1588.6883 lifeExp: 51.38600 pop: 5216550 continent: Africa year: 1977","gdpPercap: 685.5877 lifeExp: 57.67400 pop: 6642107 continent: Africa year: 1977"],"frame":"1977","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[5.93108874009898,5.06513066525986,4.69702650453942,4.22155946013083,5.03603534338317,4.79057462998024,5.24223245800549,4.53502542488814,4.86221550628475,4.03697525768796,6.45450824180171,4.4119421037299,5.19515906461589,3.99326610057191,7.01797206406666,3.96907753223319,4.59453822071871,6.83881406762043,4.1979192737896,4.16486539362928,5.46409374871642,4.84185821777431,4.2103132289164,5.75711952865352,4.34759065448282,4.44671220377168,4.62857627513178,5.24660495318469,5.00854106505647,5.09932712041191,4.39455596415709,4.26017348219935,6.00801657074626,5.51085396584886,4.27787863847998,5.01347170201459,7.88218089781872,4.12161038860203,4.89533002465527,3.86469880663584,4.96634548418124,4.69297801686711,4.85788007557888,6.48716603971518,5.92807707872809,4.14434109672711,5.92962563408029,4.55989741661991,5.04842037692327,5.536466585101,4.9612795341492,5.11467519016048],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.00341859740172,3.54999558616307,3.82348196645535,4.34421307668719,3.67731159008544,3.58158649939174,3.77282591203612,3.80485437036137,3.42845697609622,3.82475196835622,3.71087205749874,3.68841917661215,3.27283885748582,3.50558514939778,3.82283441748743,3.88507437266432,3.7392851792172,3.72850897552038,3.51166593362054,3.7980489038637,3.98991789679654,3.89760258369119,4.38152357914239,3.81320321246222,4.11872592974958],"y":[68.481,50.023,61.489,74.21,67.052,63.837,70.75,72.649,61.788,61.31,56.696,56.029,49.923,57.402,70.11,65.032,57.47,68.681,66.353,58.447,73.44,68.3,73.38,69.481,67.456],"text":["gdpPercap: 10079.0267 lifeExp: 68.48100 pop: 26983828 continent: Americas year: 1977","gdpPercap: 3548.0978 lifeExp: 50.02300 pop: 5079716 continent: Americas year: 1977","gdpPercap: 6660.1187 lifeExp: 61.48900 pop: 114313951 continent: Americas year: 1977","gdpPercap: 22090.8831 lifeExp: 74.21000 pop: 23796400 continent: Americas year: 1977","gdpPercap: 4756.7638 lifeExp: 67.05200 pop: 10599793 continent: Americas year: 1977","gdpPercap: 3815.8079 lifeExp: 63.83700 pop: 25094412 continent: Americas year: 1977","gdpPercap: 5926.8770 lifeExp: 70.75000 pop: 2108457 continent: Americas year: 1977","gdpPercap: 6380.4950 lifeExp: 72.64900 pop: 9537988 continent: Americas year: 1977","gdpPercap: 2681.9889 lifeExp: 61.78800 pop: 5302800 continent: Americas year: 1977","gdpPercap: 6679.6233 lifeExp: 61.31000 pop: 7278866 continent: Americas year: 1977","gdpPercap: 5138.9224 lifeExp: 56.69600 pop: 4282586 continent: Americas year: 1977","gdpPercap: 4879.9927 lifeExp: 56.02900 pop: 5703430 continent: Americas year: 1977","gdpPercap: 1874.2989 lifeExp: 49.92300 pop: 4908554 continent: Americas year: 1977","gdpPercap: 3203.2081 lifeExp: 57.40200 pop: 3055235 continent: Americas year: 1977","gdpPercap: 6650.1956 lifeExp: 70.11000 pop: 2156814 continent: Americas year: 1977","gdpPercap: 7674.9291 lifeExp: 65.03200 pop: 63759976 continent: Americas year: 1977","gdpPercap: 5486.3711 lifeExp: 57.47000 pop: 2554598 continent: Americas year: 1977","gdpPercap: 5351.9121 lifeExp: 68.68100 pop: 1839782 continent: Americas year: 1977","gdpPercap: 3248.3733 lifeExp: 66.35300 pop: 2984494 continent: Americas year: 1977","gdpPercap: 6281.2909 lifeExp: 58.44700 pop: 15990099 continent: Americas year: 1977","gdpPercap: 9770.5249 lifeExp: 73.44000 pop: 3080828 continent: Americas year: 1977","gdpPercap: 7899.5542 lifeExp: 68.30000 pop: 1039009 continent: Americas year: 1977","gdpPercap: 24072.6321 lifeExp: 73.38000 pop: 220239000 continent: Americas year: 1977","gdpPercap: 6504.3397 lifeExp: 69.48100 pop: 2873520 continent: Americas year: 1977","gdpPercap: 13143.9510 lifeExp: 67.45600 pop: 13503563 continent: Americas year: 1977"],"frame":"1977","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.47984920925871,4.9454946183906,9.34219089312978,6.31497439649176,5.46904623782036,6.38337650061119,4.52436147391111,5.38168432691241,4.97112173867285,5.17776633790342,4.8489169455752,5.01581179477173,4.92544362730371,4.6801895532437,4.53310171902211,7.93305209501044,4.60147966181844,4.47379891311011,4.66949011374292,5.85662213149545,4.68402926807304,4.29444557328312,11.501622201526,4.65244131574223,5.68764103678387],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.89548517717506,4.28645875933068,2.81946314412135,2.72013629197205,2.86995736499049,4.048680298964,2.91027070197067,3.14072860861607,4.07513053543838,4.16696961434647,4.12406772903255,4.22037948985684,3.45520305365965,3.61345080718246,3.66812684894598,4.7728017852095,3.93750268823479,3.58296303108212,3.21682849824462,2.56937390961505,2.84142982784579,4.07365765189317,3.07037821749517,3.37533512418369,4.53361654092087,4.04960907918865,3.12993971717703,3.50453672644772,3.74791804661293,3.29252733979409,2.85341657088882,3.56618184839601,3.26239535810376],"y":[38.438,65.593,46.923,31.22,63.96736,73.6,54.208,52.702,57.702,60.413,73.06,75.38,61.134,67.159,64.766,69.343,66.099,65.256,55.491,56.059,46.748,57.367,54.043,60.06,58.69,70.795,65.949,61.195,70.59,62.494,55.764,60.765,44.175],"text":["gdpPercap: 786.1134 lifeExp: 38.43800 pop: 14880372 continent: Asia year: 1977","gdpPercap: 19340.1020 lifeExp: 65.59300 pop: 297410 continent: Asia year: 1977","gdpPercap: 659.8772 lifeExp: 46.92300 pop: 80428306 continent: Asia year: 1977","gdpPercap: 524.9722 lifeExp: 31.22000 pop: 6978607 continent: Asia year: 1977","gdpPercap: 741.2375 lifeExp: 63.96736 pop: 943455000 continent: Asia year: 1977","gdpPercap: 11186.1413 lifeExp: 73.60000 pop: 4583700 continent: Asia year: 1977","gdpPercap: 813.3373 lifeExp: 54.20800 pop: 634000000 continent: Asia year: 1977","gdpPercap: 1382.7021 lifeExp: 52.70200 pop: 136725000 continent: Asia year: 1977","gdpPercap: 11888.5951 lifeExp: 57.70200 pop: 35480679 continent: Asia year: 1977","gdpPercap: 14688.2351 lifeExp: 60.41300 pop: 11882916 continent: Asia year: 1977","gdpPercap: 13306.6192 lifeExp: 73.06000 pop: 3495918 continent: Asia year: 1977","gdpPercap: 16610.3770 lifeExp: 75.38000 pop: 113872473 continent: Asia year: 1977","gdpPercap: 2852.3516 lifeExp: 61.13400 pop: 1937652 continent: Asia year: 1977","gdpPercap: 4106.3012 lifeExp: 67.15900 pop: 16325320 continent: Asia year: 1977","gdpPercap: 4657.2210 lifeExp: 64.76600 pop: 36436000 continent: Asia year: 1977","gdpPercap: 59265.4771 lifeExp: 69.34300 pop: 1140357 continent: Asia year: 1977","gdpPercap: 8659.6968 lifeExp: 66.09900 pop: 3115787 continent: Asia year: 1977","gdpPercap: 3827.9216 lifeExp: 65.25600 pop: 12845381 continent: Asia year: 1977","gdpPercap: 1647.5117 lifeExp: 55.49100 pop: 1528000 continent: Asia year: 1977","gdpPercap: 371.0000 lifeExp: 56.05900 pop: 31528087 continent: Asia year: 1977","gdpPercap: 694.1124 lifeExp: 46.74800 pop: 13933198 continent: Asia year: 1977","gdpPercap: 11848.3439 lifeExp: 57.36700 pop: 1004533 continent: Asia year: 1977","gdpPercap: 1175.9212 lifeExp: 54.04300 pop: 78152686 continent: Asia year: 1977","gdpPercap: 2373.2043 lifeExp: 60.06000 pop: 46850962 continent: Asia year: 1977","gdpPercap: 34167.7626 lifeExp: 58.69000 pop: 8128505 continent: Asia year: 1977","gdpPercap: 11210.0895 lifeExp: 70.79500 pop: 2325300 continent: Asia year: 1977","gdpPercap: 1348.7757 lifeExp: 65.94900 pop: 14116836 continent: Asia year: 1977","gdpPercap: 3195.4846 lifeExp: 61.19500 pop: 7932503 continent: Asia year: 1977","gdpPercap: 5596.5198 lifeExp: 70.59000 pop: 16785196 continent: Asia year: 1977","gdpPercap: 1961.2246 lifeExp: 62.49400 pop: 44148285 continent: Asia year: 1977","gdpPercap: 713.5371 lifeExp: 55.76400 pop: 50533506 continent: Asia year: 1977","gdpPercap: 3682.8315 lifeExp: 60.76500 pop: 1261091 continent: Asia year: 1977","gdpPercap: 1829.7652 lifeExp: 44.17500 pop: 8403990 continent: Asia year: 1977"],"frame":"1977","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.7829686393725,4.03309099380738,8.44493481976637,5.1483785325447,19.7638402204157,4.88638975166197,16.882543139596,9.8633400304796,6.87677253466188,5.56893518319,4.74417337194788,9.33143340687388,4.4926325292451,5.8783627750701,6.91826211200257,4.3204420517,4.68924797500861,5.64034528228116,4.41006166692397,6.69885143116283,5.71789141735433,4.28529774200041,8.37841026614417,7.33934822113872,5.25776236446243,4.56279304756133,5.73067820714236,5.2396971423411,5.90782659630788,7.23501033054586,7.47677802658768,4.34986666578145,5.28278646212924],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.54814411807184,4.29555439638822,4.28144187754483,3.54758782074795,3.88151249733011,4.05328536317461,4.17026642863828,4.31011744274222,4.19327554039949,4.26227627214274,4.31202751232983,4.15215143685527,4.06725083957618,4.29347221889702,4.04731308089082,4.15399722211687,3.98208706693409,4.32652140433408,4.36756741361793,3.97809563416623,4.00742708886894,3.97110865215781,4.11329709452241,4.03832857580155,4.18403893629866,4.12178698250771,4.27544324046184,4.43107881405245,3.63033859911073,4.24126620200209],"y":[68.93,72.17,72.8,69.86,70.81,70.64,70.71,74.69,72.52,73.83,72.5,73.68,69.95,76.11,72.03,73.48,73.066,75.24,75.37,70.67,70.41,69.46,70.3,70.45,70.97,74.39,75.44,75.39,59.507,72.76],"text":["gdpPercap: 3533.0039 lifeExp: 68.93000 pop: 2509048 continent: Europe year: 1977","gdpPercap: 19749.4223 lifeExp: 72.17000 pop: 7568430 continent: Europe year: 1977","gdpPercap: 19117.9745 lifeExp: 72.80000 pop: 9821800 continent: Europe year: 1977","gdpPercap: 3528.4813 lifeExp: 69.86000 pop: 4086000 continent: Europe year: 1977","gdpPercap: 7612.2404 lifeExp: 70.81000 pop: 8797022 continent: Europe year: 1977","gdpPercap: 11305.3852 lifeExp: 70.64000 pop: 4318673 continent: Europe year: 1977","gdpPercap: 14800.1606 lifeExp: 70.71000 pop: 10161915 continent: Europe year: 1977","gdpPercap: 20422.9015 lifeExp: 74.69000 pop: 5088419 continent: Europe year: 1977","gdpPercap: 15605.4228 lifeExp: 72.52000 pop: 4738902 continent: Europe year: 1977","gdpPercap: 18292.6351 lifeExp: 73.83000 pop: 53165019 continent: Europe year: 1977","gdpPercap: 20512.9212 lifeExp: 72.50000 pop: 78160773 continent: Europe year: 1977","gdpPercap: 14195.5243 lifeExp: 73.68000 pop: 9308479 continent: Europe year: 1977","gdpPercap: 11674.8374 lifeExp: 69.95000 pop: 10637171 continent: Europe year: 1977","gdpPercap: 19654.9625 lifeExp: 76.11000 pop: 221823 continent: Europe year: 1977","gdpPercap: 11150.9811 lifeExp: 72.03000 pop: 3271900 continent: Europe year: 1977","gdpPercap: 14255.9847 lifeExp: 73.48000 pop: 56059245 continent: Europe year: 1977","gdpPercap: 9595.9299 lifeExp: 73.06600 pop: 560073 continent: Europe year: 1977","gdpPercap: 21209.0592 lifeExp: 75.24000 pop: 13852989 continent: Europe year: 1977","gdpPercap: 23311.3494 lifeExp: 75.37000 pop: 4043205 continent: Europe year: 1977","gdpPercap: 9508.1415 lifeExp: 70.67000 pop: 34621254 continent: Europe year: 1977","gdpPercap: 10172.4857 lifeExp: 70.41000 pop: 9662600 continent: Europe year: 1977","gdpPercap: 9356.3972 lifeExp: 69.46000 pop: 21658597 continent: Europe year: 1977","gdpPercap: 12980.6696 lifeExp: 70.30000 pop: 8686367 continent: Europe year: 1977","gdpPercap: 10922.6640 lifeExp: 70.45000 pop: 4827803 continent: Europe year: 1977","gdpPercap: 15277.0302 lifeExp: 70.97000 pop: 1746919 continent: Europe year: 1977","gdpPercap: 13236.9212 lifeExp: 74.39000 pop: 36439000 continent: Europe year: 1977","gdpPercap: 18855.7252 lifeExp: 75.44000 pop: 8251648 continent: Europe year: 1977","gdpPercap: 26982.2905 lifeExp: 75.39000 pop: 6316424 continent: Europe year: 1977","gdpPercap: 4269.1223 lifeExp: 59.50700 pop: 42404033 continent: Europe year: 1977","gdpPercap: 17428.7485 lifeExp: 72.76000 pop: 56179000 continent: Europe year: 1977"],"frame":"1977","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.59394085768837,5.20553382373377,5.40549517480811,4.82372704583571,5.31778358368147,4.85347683538888,5.43357820014436,4.94650493840082,4.90521714260938,7.57193441253383,8.37864838195757,5.36216735705873,5.47203941828334,3.98886771644367,4.71219635614637,7.67390666657493,4.14753712706973,5.71227988769903,4.81816246241063,6.83896699365137,5.39218213770118,6.19810414091753,5.30801147112565,4.9158611206207,4.45544380084872,6.91839153816778,5.26900020871538,5.08122451225529,7.16596640075227,7.67806852976351],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.26326190559163,4.21041798943211],"y":[73.49,72.22],"text":["gdpPercap: 18334.1975 lifeExp: 73.49000 pop: 14074100 continent: Oceania year: 1977","gdpPercap: 16233.7177 lifeExp: 72.22000 pop: 3164900 continent: Oceania year: 1977"],"frame":"1977","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.7277099747155,4.69652943222661],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"1982","data":[{"x":[3.75930214419082,3.44042946825891,3.10649605993551,3.6581204004364,2.9069803921906,2.74788021332769,3.37437863193569,2.98079982845335,2.90195287418202,3.1028109193649,2.82849737175522,3.68837599182428,3.41542580890366,3.4593122666122,3.54453058661607,2.96746623070101,2.72005659037713,2.76182319473139,4.17936108310694,2.92210736069778,2.94252025259964,2.93310767500262,2.92330825997355,3.12976263075549,2.90160166798988,2.75754752664772,4.23965666469638,3.11490397011402,2.80126916141876,2.79099835840843,3.17059909832327,3.56679535645849,3.43178504352554,2.66484066673129,3.62232807621186,2.95890876211224,3.19782446420713,3.72158140489893,2.94525712122136,3.27651192139224,3.18140907159466,3.16584082156006,3.07070525448101,3.93289295216963,3.2777338865932,3.59055027810034,2.94163196835205,3.1285859858649,3.55147844259796,2.83395387358472,3.14881190625883,2.89699720519387],"y":[61.368,39.942,50.904,61.484,48.122,47.471,52.961,48.295,49.517,52.933,47.784,56.695,53.983,48.812,56.006,43.662,43.89,44.916,56.564,45.58,53.744,42.891,39.327,58.766,55.078,44.852,62.155,48.969,45.642,43.916,53.599,66.711,59.65,42.795,58.968,42.598,45.826,69.885,46.218,60.351,52.379,38.445,42.955,58.161,50.338,55.561,50.608,55.471,64.048,49.849,51.821,60.363],"text":["gdpPercap: 5745.1602 lifeExp: 61.36800 pop: 20033753 continent: Africa year: 1982","gdpPercap: 2756.9537 lifeExp: 39.94200 pop: 7016384 continent: Africa year: 1982","gdpPercap: 1277.8976 lifeExp: 50.90400 pop: 3641603 continent: Africa year: 1982","gdpPercap: 4551.1421 lifeExp: 61.48400 pop: 970347 continent: Africa year: 1982","gdpPercap: 807.1986 lifeExp: 48.12200 pop: 6634596 continent: Africa year: 1982","gdpPercap: 559.6032 lifeExp: 47.47100 pop: 4580410 continent: Africa year: 1982","gdpPercap: 2367.9833 lifeExp: 52.96100 pop: 9250831 continent: Africa year: 1982","gdpPercap: 956.7530 lifeExp: 48.29500 pop: 2476971 continent: Africa year: 1982","gdpPercap: 797.9081 lifeExp: 49.51700 pop: 4875118 continent: Africa year: 1982","gdpPercap: 1267.1001 lifeExp: 52.93300 pop: 348643 continent: Africa year: 1982","gdpPercap: 673.7478 lifeExp: 47.78400 pop: 30646495 continent: Africa year: 1982","gdpPercap: 4879.5075 lifeExp: 56.69500 pop: 1774735 continent: Africa year: 1982","gdpPercap: 2602.7102 lifeExp: 53.98300 pop: 9025951 continent: Africa year: 1982","gdpPercap: 2879.4681 lifeExp: 48.81200 pop: 305991 continent: Africa year: 1982","gdpPercap: 3503.7296 lifeExp: 56.00600 pop: 45681811 continent: Africa year: 1982","gdpPercap: 927.8253 lifeExp: 43.66200 pop: 285483 continent: Africa year: 1982","gdpPercap: 524.8758 lifeExp: 43.89000 pop: 2637297 continent: Africa year: 1982","gdpPercap: 577.8607 lifeExp: 44.91600 pop: 38111756 continent: Africa year: 1982","gdpPercap: 15113.3619 lifeExp: 56.56400 pop: 753874 continent: Africa year: 1982","gdpPercap: 835.8096 lifeExp: 45.58000 pop: 715523 continent: Africa year: 1982","gdpPercap: 876.0326 lifeExp: 53.74400 pop: 11400338 continent: Africa year: 1982","gdpPercap: 857.2504 lifeExp: 42.89100 pop: 4710497 continent: Africa year: 1982","gdpPercap: 838.1240 lifeExp: 39.32700 pop: 825987 continent: Africa year: 1982","gdpPercap: 1348.2258 lifeExp: 58.76600 pop: 17661452 continent: Africa year: 1982","gdpPercap: 797.2631 lifeExp: 55.07800 pop: 1411807 continent: Africa year: 1982","gdpPercap: 572.1996 lifeExp: 44.85200 pop: 1956875 continent: Africa year: 1982","gdpPercap: 17364.2754 lifeExp: 62.15500 pop: 3344074 continent: Africa year: 1982","gdpPercap: 1302.8787 lifeExp: 48.96900 pop: 9171477 continent: Africa year: 1982","gdpPercap: 632.8039 lifeExp: 45.64200 pop: 6502825 continent: Africa year: 1982","gdpPercap: 618.0141 lifeExp: 43.91600 pop: 6998256 continent: Africa year: 1982","gdpPercap: 1481.1502 lifeExp: 53.59900 pop: 1622136 continent: Africa year: 1982","gdpPercap: 3688.0377 lifeExp: 66.71100 pop: 992040 continent: Africa year: 1982","gdpPercap: 2702.6204 lifeExp: 59.65000 pop: 20198730 continent: Africa year: 1982","gdpPercap: 462.2114 lifeExp: 42.79500 pop: 12587223 continent: Africa year: 1982","gdpPercap: 4191.1005 lifeExp: 58.96800 pop: 1099010 continent: Africa year: 1982","gdpPercap: 909.7221 lifeExp: 42.59800 pop: 6437188 continent: Africa year: 1982","gdpPercap: 1576.9738 lifeExp: 45.82600 pop: 73039376 continent: Africa year: 1982","gdpPercap: 5267.2194 lifeExp: 69.88500 pop: 517810 continent: Africa year: 1982","gdpPercap: 881.5706 lifeExp: 46.21800 pop: 5507565 continent: Africa year: 1982","gdpPercap: 1890.2181 lifeExp: 60.35100 pop: 98593 continent: Africa year: 1982","gdpPercap: 1518.4800 lifeExp: 52.37900 pop: 6147783 continent: Africa year: 1982","gdpPercap: 1465.0108 lifeExp: 38.44500 pop: 3464522 continent: Africa year: 1982","gdpPercap: 1176.8070 lifeExp: 42.95500 pop: 5828892 continent: Africa year: 1982","gdpPercap: 8568.2662 lifeExp: 58.16100 pop: 31140029 continent: Africa year: 1982","gdpPercap: 1895.5441 lifeExp: 50.33800 pop: 20367053 continent: Africa year: 1982","gdpPercap: 3895.3840 lifeExp: 55.56100 pop: 649901 continent: Africa year: 1982","gdpPercap: 874.2426 lifeExp: 50.60800 pop: 19844382 continent: Africa year: 1982","gdpPercap: 1344.5780 lifeExp: 55.47100 pop: 2644765 continent: Africa year: 1982","gdpPercap: 3560.2332 lifeExp: 64.04800 pop: 6734098 continent: Africa year: 1982","gdpPercap: 682.2662 lifeExp: 49.84900 pop: 12939400 continent: Africa year: 1982","gdpPercap: 1408.6786 lifeExp: 51.82100 pop: 6100407 continent: Africa year: 1982","gdpPercap: 788.8550 lifeExp: 60.36300 pop: 7636524 continent: Africa year: 1982"],"frame":"1982","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[6.10535184660009,5.15211055324055,4.76441191499862,4.27606047317256,5.11391318696446,4.88598717768216,5.35722715301038,4.58858976627157,4.92148562032179,4.05911613547432,6.65766786659834,4.46099372220628,5.33780612700578,4.0376329538366,7.29459281204296,4.02663936351857,4.61499300148113,6.98974516543902,4.21302251471478,4.20087223116906,5.53203541030233,4.90179497591064,4.23499230227443,5.96286717795081,4.38459357619992,4.49627356343552,4.72261708891943,5.35040141899846,5.10047330415258,5.15032094131615,4.42996431463511,4.28194174823218,6.1149373925184,5.62146296909662,4.30999013294606,5.09372742632561,8.22529994056749,4.13164262148302,4.99416861180367,3.88174842408489,5.06356111338224,4.73975597599369,5.02947851687104,6.68079533428668,6.12467696924334,4.17922622653978,6.0943000213857,4.61620255732971,5.12397279093847,5.64717464133831,5.05855507930155,5.2119854686945],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.95414103732296,3.49920723172401,3.84700696024358,4.35981257488279,3.7072009317089,3.64321332010302,3.72121148153542,3.86432819431492,3.45653188160191,3.85816357173594,3.61260842722936,3.68309161781107,3.30344652534648,3.49439962203649,3.78304924728399,3.98277524416916,3.54037179528928,3.84569333484153,3.62925701912801,3.80851492650228,4.01414190543257,3.95997239000937,4.3981060362026,3.84012009275984,4.04736873145292],"y":[69.942,53.859,63.336,75.76,70.565,66.653,73.45,73.717,63.727,64.342,56.604,58.137,51.461,60.909,71.21,67.405,59.298,70.472,66.874,61.406,73.75,68.832,74.65,70.805,68.557],"text":["gdpPercap: 8997.8974 lifeExp: 69.94200 pop: 29341374 continent: Americas year: 1982","gdpPercap: 3156.5105 lifeExp: 53.85900 pop: 5642224 continent: Americas year: 1982","gdpPercap: 7030.8359 lifeExp: 63.33600 pop: 128962939 continent: Americas year: 1982","gdpPercap: 22898.7921 lifeExp: 75.76000 pop: 25201900 continent: Americas year: 1982","gdpPercap: 5095.6657 lifeExp: 70.56500 pop: 11487112 continent: Americas year: 1982","gdpPercap: 4397.5757 lifeExp: 66.65300 pop: 27764644 continent: Americas year: 1982","gdpPercap: 5262.7348 lifeExp: 73.45000 pop: 2424367 continent: Americas year: 1982","gdpPercap: 7316.9181 lifeExp: 73.71700 pop: 9789224 continent: Americas year: 1982","gdpPercap: 2861.0924 lifeExp: 63.72700 pop: 5968349 continent: Americas year: 1982","gdpPercap: 7213.7913 lifeExp: 64.34200 pop: 8365850 continent: Americas year: 1982","gdpPercap: 4098.3442 lifeExp: 56.60400 pop: 4474873 continent: Americas year: 1982","gdpPercap: 4820.4948 lifeExp: 58.13700 pop: 6395630 continent: Americas year: 1982","gdpPercap: 2011.1595 lifeExp: 51.46100 pop: 5198399 continent: Americas year: 1982","gdpPercap: 3121.7608 lifeExp: 60.90900 pop: 3669448 continent: Americas year: 1982","gdpPercap: 6068.0513 lifeExp: 71.21000 pop: 2298309 continent: Americas year: 1982","gdpPercap: 9611.1475 lifeExp: 67.40500 pop: 71640904 continent: Americas year: 1982","gdpPercap: 3470.3382 lifeExp: 59.29800 pop: 2979423 continent: Americas year: 1982","gdpPercap: 7009.6016 lifeExp: 70.47200 pop: 2036305 continent: Americas year: 1982","gdpPercap: 4258.5036 lifeExp: 66.87400 pop: 3366439 continent: Americas year: 1982","gdpPercap: 6434.5018 lifeExp: 61.40600 pop: 18125129 continent: Americas year: 1982","gdpPercap: 10330.9891 lifeExp: 73.75000 pop: 3279001 continent: Americas year: 1982","gdpPercap: 9119.5286 lifeExp: 68.83200 pop: 1116479 continent: Americas year: 1982","gdpPercap: 25009.5591 lifeExp: 74.65000 pop: 232187835 continent: Americas year: 1982","gdpPercap: 6920.2231 lifeExp: 70.80500 pop: 2953997 continent: Americas year: 1982","gdpPercap: 11152.4101 lifeExp: 68.55700 pop: 15620766 continent: Americas year: 1982"],"frame":"1982","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.59559354995664,5.00908942501166,9.68804571826924,6.3889604714748,5.53872755936152,6.51872529595498,4.57973690207078,5.40277990487522,5.04449646273927,5.27934685837816,4.87299473281137,5.08943831947572,4.95919781913072,4.76823298242871,4.55811274604438,8.18249769204213,4.66871818958099,4.51112631703294,4.72582293618492,5.99143823504554,4.71322678164088,4.31443095724293,11.7083881799635,4.66483761317976,5.83240260637097],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.99034393431589,4.28355330216118,2.83057703533901,2.79551538938004,2.98336526243032,4.16317719869737,2.93233347794306,3.18094921762256,3.88128960390396,4.16190401332754,4.18658991650744,4.28744576953352,3.61924112835474,3.6134745020876,3.74996363967246,4.49629344891365,3.88312288965326,3.69199652186561,3.30116094588944,2.62736585659273,2.85635005828879,4.11243041122876,3.15939567680982,3.41551984170779,4.52754194088831,4.18096156423903,3.21697823350406,3.57540005623291,3.87077569262919,3.37898258381719,2.84956422796571,3.6370924868569,3.29612901240816],"y":[39.854,69.052,50.009,50.957,65.525,75.45,56.596,56.159,59.62,62.038,74.45,77.11,63.739,69.1,67.123,71.309,66.983,68,57.489,58.056,49.594,62.728,56.158,62.082,63.012,71.76,68.757,64.59,72.16,64.597,58.816,64.406,49.113],"text":["gdpPercap: 978.0114 lifeExp: 39.85400 pop: 12881816 continent: Asia year: 1982","gdpPercap: 19211.1473 lifeExp: 69.05200 pop: 377967 continent: Asia year: 1982","gdpPercap: 676.9819 lifeExp: 50.00900 pop: 93074406 continent: Asia year: 1982","gdpPercap: 624.4755 lifeExp: 50.95700 pop: 7272485 continent: Asia year: 1982","gdpPercap: 962.4214 lifeExp: 65.52500 pop: 1000281000 continent: Asia year: 1982","gdpPercap: 14560.5305 lifeExp: 75.45000 pop: 5264500 continent: Asia year: 1982","gdpPercap: 855.7235 lifeExp: 56.59600 pop: 708000000 continent: Asia year: 1982","gdpPercap: 1516.8730 lifeExp: 56.15900 pop: 153343000 continent: Asia year: 1982","gdpPercap: 7608.3346 lifeExp: 59.62000 pop: 43072751 continent: Asia year: 1982","gdpPercap: 14517.9071 lifeExp: 62.03800 pop: 14173318 continent: Asia year: 1982","gdpPercap: 15367.0292 lifeExp: 74.45000 pop: 3858421 continent: Asia year: 1982","gdpPercap: 19384.1057 lifeExp: 77.11000 pop: 118454974 continent: Asia year: 1982","gdpPercap: 4161.4160 lifeExp: 63.73900 pop: 2347031 continent: Asia year: 1982","gdpPercap: 4106.5253 lifeExp: 69.10000 pop: 17647518 continent: Asia year: 1982","gdpPercap: 5622.9425 lifeExp: 67.12300 pop: 39326000 continent: Asia year: 1982","gdpPercap: 31354.0357 lifeExp: 71.30900 pop: 1497494 continent: Asia year: 1982","gdpPercap: 7640.5195 lifeExp: 66.98300 pop: 3086876 continent: Asia year: 1982","gdpPercap: 4920.3560 lifeExp: 68.00000 pop: 14441916 continent: Asia year: 1982","gdpPercap: 2000.6031 lifeExp: 57.48900 pop: 1756032 continent: Asia year: 1982","gdpPercap: 424.0000 lifeExp: 58.05600 pop: 34680442 continent: Asia year: 1982","gdpPercap: 718.3731 lifeExp: 49.59400 pop: 15796314 continent: Asia year: 1982","gdpPercap: 12954.7910 lifeExp: 62.72800 pop: 1301048 continent: Asia year: 1982","gdpPercap: 1443.4298 lifeExp: 56.15800 pop: 91462088 continent: Asia year: 1982","gdpPercap: 2603.2738 lifeExp: 62.08200 pop: 53456774 continent: Asia year: 1982","gdpPercap: 33693.1753 lifeExp: 63.01200 pop: 11254672 continent: Asia year: 1982","gdpPercap: 15169.1611 lifeExp: 71.76000 pop: 2651869 continent: Asia year: 1982","gdpPercap: 1648.0798 lifeExp: 68.75700 pop: 15410151 continent: Asia year: 1982","gdpPercap: 3761.8377 lifeExp: 64.59000 pop: 9410494 continent: Asia year: 1982","gdpPercap: 7426.3548 lifeExp: 72.16000 pop: 18501390 continent: Asia year: 1982","gdpPercap: 2393.2198 lifeExp: 64.59700 pop: 48827160 continent: Asia year: 1982","gdpPercap: 707.2358 lifeExp: 58.81600 pop: 56142181 continent: Asia year: 1982","gdpPercap: 4336.0321 lifeExp: 64.40600 pop: 1425876 continent: Asia year: 1982","gdpPercap: 1977.5570 lifeExp: 49.11300 pop: 9657618 continent: Asia year: 1982"],"frame":"1982","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.64299482078169,4.07297524952831,8.7985861582305,5.17714822504668,20.2382137668344,4.96676130069527,17.626199593151,10.2226170529618,7.19260182172003,5.73459425534881,4.79378476934986,9.44210033318356,4.56654102758816,5.96200279765435,7.04056251185664,4.40347576757662,4.68493427009376,5.75311053953009,4.45726705624793,6.8415856008488,5.84394984184637,4.35927594508002,8.75489564131474,7.58233774519205,5.52074358935519,4.61735153723485,5.81846243173611,5.37087205344098,6.01435440724454,7.4137446534698,7.67678942678902,4.38773407931942,5.391763745981],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.56001198214669,4.33439510979661,4.32180229370652,3.61559375851768,3.91509322206278,4.12129130087923,4.18687806928202,4.33622031516927,4.26794941909068,4.30736546166243,4.34304471219246,4.18379412322395,4.09850495988616,4.36678905788829,4.10100158542625,4.21846942388565,4.05009300482744,4.33040282371374,4.41993321264512,3.92693538899242,4.0701798820755,3.98251156901606,4.18130303219855,4.05494021661463,4.25204487391065,4.14383169147022,4.31528545095118,4.45328339812114,3.6275047619036,4.2608444243129],"y":[70.42,73.18,73.93,70.69,71.08,70.46,70.96,74.63,74.55,74.89,73.8,75.24,69.39,76.99,73.1,74.98,74.101,76.05,75.97,71.32,72.77,69.66,70.162,70.8,71.063,76.3,76.42,76.21,61.036,74.04],"text":["gdpPercap: 3630.8807 lifeExp: 70.42000 pop: 2780097 continent: Europe year: 1982","gdpPercap: 21597.0836 lifeExp: 73.18000 pop: 7574613 continent: Europe year: 1982","gdpPercap: 20979.8459 lifeExp: 73.93000 pop: 9856303 continent: Europe year: 1982","gdpPercap: 4126.6132 lifeExp: 70.69000 pop: 4172693 continent: Europe year: 1982","gdpPercap: 8224.1916 lifeExp: 71.08000 pop: 8892098 continent: Europe year: 1982","gdpPercap: 13221.8218 lifeExp: 70.46000 pop: 4413368 continent: Europe year: 1982","gdpPercap: 15377.2285 lifeExp: 70.96000 pop: 10303704 continent: Europe year: 1982","gdpPercap: 21688.0405 lifeExp: 74.63000 pop: 5117810 continent: Europe year: 1982","gdpPercap: 18533.1576 lifeExp: 74.55000 pop: 4826933 continent: Europe year: 1982","gdpPercap: 20293.8975 lifeExp: 74.89000 pop: 54433565 continent: Europe year: 1982","gdpPercap: 22031.5327 lifeExp: 73.80000 pop: 78335266 continent: Europe year: 1982","gdpPercap: 15268.4209 lifeExp: 75.24000 pop: 9786480 continent: Europe year: 1982","gdpPercap: 12545.9907 lifeExp: 69.39000 pop: 10705535 continent: Europe year: 1982","gdpPercap: 23269.6075 lifeExp: 76.99000 pop: 233997 continent: Europe year: 1982","gdpPercap: 12618.3214 lifeExp: 73.10000 pop: 3480000 continent: Europe year: 1982","gdpPercap: 16537.4835 lifeExp: 74.98000 pop: 56535636 continent: Europe year: 1982","gdpPercap: 11222.5876 lifeExp: 74.10100 pop: 562548 continent: Europe year: 1982","gdpPercap: 21399.4605 lifeExp: 76.05000 pop: 14310401 continent: Europe year: 1982","gdpPercap: 26298.6353 lifeExp: 75.97000 pop: 4114787 continent: Europe year: 1982","gdpPercap: 8451.5310 lifeExp: 71.32000 pop: 36227381 continent: Europe year: 1982","gdpPercap: 11753.8429 lifeExp: 72.77000 pop: 9859650 continent: Europe year: 1982","gdpPercap: 9605.3141 lifeExp: 69.66000 pop: 22356726 continent: Europe year: 1982","gdpPercap: 15181.0927 lifeExp: 70.16200 pop: 9032824 continent: Europe year: 1982","gdpPercap: 11348.5459 lifeExp: 70.80000 pop: 5048043 continent: Europe year: 1982","gdpPercap: 17866.7218 lifeExp: 71.06300 pop: 1861252 continent: Europe year: 1982","gdpPercap: 13926.1700 lifeExp: 76.30000 pop: 37983310 continent: Europe year: 1982","gdpPercap: 20667.3812 lifeExp: 76.42000 pop: 8325260 continent: Europe year: 1982","gdpPercap: 28397.7151 lifeExp: 76.21000 pop: 6468126 continent: Europe year: 1982","gdpPercap: 4241.3563 lifeExp: 61.03600 pop: 47328791 continent: Europe year: 1982","gdpPercap: 18232.4245 lifeExp: 74.04000 pop: 56339704 continent: Europe year: 1982"],"frame":"1982","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.63782635056759,5.2061208436068,5.40836612787249,4.83490971897595,5.32613057467166,4.86535128005851,5.44514577031973,4.94991045554417,4.91575743999645,7.61696266009075,8.3837832015427,5.40255097995888,5.47750026593508,3.99659982276823,4.74193625407175,7.6904365191022,4.14844671373766,5.74406612330805,4.82745356229554,6.9092487323704,5.40864435850866,6.23688099584506,5.33840327559753,4.94181032685533,4.47797397861068,6.98432244213656,5.27567761895662,5.09691139959486,7.35747848916475,7.68364652801696],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.28952227118181,4.24631168563251],"y":[74.74,73.84],"text":["gdpPercap: 19477.0093 lifeExp: 74.74000 pop: 15184200 continent: Oceania year: 1982","gdpPercap: 17632.4104 lifeExp: 73.84000 pop: 3210650 continent: Oceania year: 1982"],"frame":"1982","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.80340044149542,4.70326065868222],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"1987","data":[{"x":[3.75445219758492,3.38564350176307,3.08843946061065,3.79280364302125,2.9600249053708,2.79366386151668,3.41541813933915,2.92679315360252,2.97881306150959,3.11924955698062,2.82786972355356,3.62337283343022,3.33384129986139,3.45940795439924,3.58944252170786,2.9853801296046,2.71694951956546,2.75871612386372,4.07424608914852,2.78650927173848,2.9278865449821,2.9061046169924,2.86712285728205,3.13415697268215,2.88873715307069,2.7042482283709,4.07079822499023,3.06274813043252,2.80312742070559,2.83516501572141,3.15277850725301,3.67975366815973,3.44012901072245,2.59092670732778,3.56746530390834,2.82497147594026,3.14145904337212,3.72455254077511,2.92839135411027,3.18084970494792,3.15888114005758,3.11208453770577,3.0387174850598,3.89353004313794,3.17834925734412,3.60041086772391,2.92003044384127,3.07997721529327,3.58097276778054,2.79079476079839,3.08397360825901,2.84890145668142],"y":[65.799,39.906,52.337,63.622,49.557,48.211,54.985,50.485,51.051,54.926,47.412,57.47,54.655,50.04,59.797,45.664,46.453,46.684,60.19,49.265,55.729,45.552,41.245,59.339,57.18,46.027,66.234,49.35,47.457,46.364,56.145,68.74,62.677,42.861,60.835,44.555,46.886,71.913,44.02,61.728,55.769,40.006,44.501,60.834,51.744,57.678,51.535,56.941,66.894,51.509,50.821,62.351],"text":["gdpPercap: 5681.3585 lifeExp: 65.79900 pop: 23254956 continent: Africa year: 1987","gdpPercap: 2430.2083 lifeExp: 39.90600 pop: 7874230 continent: Africa year: 1987","gdpPercap: 1225.8560 lifeExp: 52.33700 pop: 4243788 continent: Africa year: 1987","gdpPercap: 6205.8839 lifeExp: 63.62200 pop: 1151184 continent: Africa year: 1987","gdpPercap: 912.0631 lifeExp: 49.55700 pop: 7586551 continent: Africa year: 1987","gdpPercap: 621.8188 lifeExp: 48.21100 pop: 5126023 continent: Africa year: 1987","gdpPercap: 2602.6642 lifeExp: 54.98500 pop: 10780667 continent: Africa year: 1987","gdpPercap: 844.8764 lifeExp: 50.48500 pop: 2840009 continent: Africa year: 1987","gdpPercap: 952.3861 lifeExp: 51.05100 pop: 5498955 continent: Africa year: 1987","gdpPercap: 1315.9808 lifeExp: 54.92600 pop: 395114 continent: Africa year: 1987","gdpPercap: 672.7748 lifeExp: 47.41200 pop: 35481645 continent: Africa year: 1987","gdpPercap: 4201.1949 lifeExp: 57.47000 pop: 2064095 continent: Africa year: 1987","gdpPercap: 2156.9561 lifeExp: 54.65500 pop: 10761098 continent: Africa year: 1987","gdpPercap: 2880.1026 lifeExp: 50.04000 pop: 311025 continent: Africa year: 1987","gdpPercap: 3885.4607 lifeExp: 59.79700 pop: 52799062 continent: Africa year: 1987","gdpPercap: 966.8968 lifeExp: 45.66400 pop: 341244 continent: Africa year: 1987","gdpPercap: 521.1341 lifeExp: 46.45300 pop: 2915959 continent: Africa year: 1987","gdpPercap: 573.7413 lifeExp: 46.68400 pop: 42999530 continent: Africa year: 1987","gdpPercap: 11864.4084 lifeExp: 60.19000 pop: 880397 continent: Africa year: 1987","gdpPercap: 611.6589 lifeExp: 49.26500 pop: 848406 continent: Africa year: 1987","gdpPercap: 847.0061 lifeExp: 55.72900 pop: 14168101 continent: Africa year: 1987","gdpPercap: 805.5725 lifeExp: 45.55200 pop: 5650262 continent: Africa year: 1987","gdpPercap: 736.4154 lifeExp: 41.24500 pop: 927524 continent: Africa year: 1987","gdpPercap: 1361.9369 lifeExp: 59.33900 pop: 21198082 continent: Africa year: 1987","gdpPercap: 773.9932 lifeExp: 57.18000 pop: 1599200 continent: Africa year: 1987","gdpPercap: 506.1139 lifeExp: 46.02700 pop: 2269414 continent: Africa year: 1987","gdpPercap: 11770.5898 lifeExp: 66.23400 pop: 3799845 continent: Africa year: 1987","gdpPercap: 1155.4419 lifeExp: 49.35000 pop: 10568642 continent: Africa year: 1987","gdpPercap: 635.5174 lifeExp: 47.45700 pop: 7824747 continent: Africa year: 1987","gdpPercap: 684.1716 lifeExp: 46.36400 pop: 7634008 continent: Africa year: 1987","gdpPercap: 1421.6036 lifeExp: 56.14500 pop: 1841240 continent: Africa year: 1987","gdpPercap: 4783.5869 lifeExp: 68.74000 pop: 1042663 continent: Africa year: 1987","gdpPercap: 2755.0470 lifeExp: 62.67700 pop: 22987397 continent: Africa year: 1987","gdpPercap: 389.8762 lifeExp: 42.86100 pop: 12891952 continent: Africa year: 1987","gdpPercap: 3693.7313 lifeExp: 60.83500 pop: 1278184 continent: Africa year: 1987","gdpPercap: 668.3000 lifeExp: 44.55500 pop: 7332638 continent: Africa year: 1987","gdpPercap: 1385.0296 lifeExp: 46.88600 pop: 81551520 continent: Africa year: 1987","gdpPercap: 5303.3775 lifeExp: 71.91300 pop: 562035 continent: Africa year: 1987","gdpPercap: 847.9912 lifeExp: 44.02000 pop: 6349365 continent: Africa year: 1987","gdpPercap: 1516.5255 lifeExp: 61.72800 pop: 110812 continent: Africa year: 1987","gdpPercap: 1441.7207 lifeExp: 55.76900 pop: 7171347 continent: Africa year: 1987","gdpPercap: 1294.4478 lifeExp: 40.00600 pop: 3868905 continent: Africa year: 1987","gdpPercap: 1093.2450 lifeExp: 44.50100 pop: 6921858 continent: Africa year: 1987","gdpPercap: 7825.8234 lifeExp: 60.83400 pop: 35933379 continent: Africa year: 1987","gdpPercap: 1507.8192 lifeExp: 51.74400 pop: 24725960 continent: Africa year: 1987","gdpPercap: 3984.8398 lifeExp: 57.67800 pop: 779348 continent: Africa year: 1987","gdpPercap: 831.8221 lifeExp: 51.53500 pop: 23040630 continent: Africa year: 1987","gdpPercap: 1202.2014 lifeExp: 56.94100 pop: 3154264 continent: Africa year: 1987","gdpPercap: 3810.4193 lifeExp: 66.89400 pop: 7724976 continent: Africa year: 1987","gdpPercap: 617.7244 lifeExp: 51.50900 pop: 15283050 continent: Africa year: 1987","gdpPercap: 1213.3151 lifeExp: 50.82100 pop: 7272406 continent: Africa year: 1987","gdpPercap: 706.1573 lifeExp: 62.35100 pop: 9216418 continent: Africa year: 1987"],"frame":"1987","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[6.28588990282454,5.23428294147574,4.84399270916479,4.32314576012985,5.20725356574536,4.95086032086,5.48348154912907,4.6472272148679,4.99320834642205,4.08078400024835,6.87681476873617,4.51625211187878,5.48192567857411,4.04026065149294,7.55884471382852,4.05550928305333,4.65900019500895,7.18969552980853,4.25089144299836,4.24160962589222,5.7342328756346,5.00997434852232,4.26424113002191,6.17218133570865,4.42517161772638,4.55307090227923,4.78593385788632,5.46654764999782,5.22966955759829,5.2117476044317,4.47408323070185,4.2954056151122,6.27139224141945,5.64373123709531,4.35391067879199,5.18296429537829,8.47742318080489,4.14825836556629,5.08464683316025,3.89682358928665,5.1673144566065,4.79518353163899,5.14275305066976,6.89650213411672,6.36414397302906,4.2209083037997,6.27428338054118,4.69495745995271,5.22032282053712,5.8100035726187,5.17714057078443,5.35427070875992],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.96093058123607,3.43991528243659,3.89248950957774,4.42531432820077,3.74406315737898,3.6904813000981,3.75050186248866,3.87696362982776,3.46237436190178,3.81169408495358,3.61704671552591,3.62802969396312,3.26079047913757,3.48045203906351,3.80285835283347,3.93892761043006,3.47070213409721,3.84725046841405,3.60193790430491,3.8035215342233,4.08924582220159,3.86856202763531,4.47544382010215,3.87229609708263,3.99491448613596],"y":[70.774,57.251,65.205,76.86,72.492,67.768,74.752,74.174,66.046,67.231,63.154,60.782,53.636,64.492,71.77,69.498,62.008,71.523,67.378,64.134,74.63,69.582,75.02,71.918,70.19],"text":["gdpPercap: 9139.6714 lifeExp: 70.77400 pop: 31620918 continent: Americas year: 1987","gdpPercap: 2753.6915 lifeExp: 57.25100 pop: 6156369 continent: Americas year: 1987","gdpPercap: 7807.0958 lifeExp: 65.20500 pop: 142938076 continent: Americas year: 1987","gdpPercap: 26626.5150 lifeExp: 76.86000 pop: 26549700 continent: Americas year: 1987","gdpPercap: 5547.0638 lifeExp: 72.49200 pop: 12463354 continent: Americas year: 1987","gdpPercap: 4903.2191 lifeExp: 67.76800 pop: 30964245 continent: Americas year: 1987","gdpPercap: 5629.9153 lifeExp: 74.75200 pop: 2799811 continent: Americas year: 1987","gdpPercap: 7532.9248 lifeExp: 74.17400 pop: 10239839 continent: Americas year: 1987","gdpPercap: 2899.8422 lifeExp: 66.04600 pop: 6655297 continent: Americas year: 1987","gdpPercap: 6481.7770 lifeExp: 67.23100 pop: 9545158 continent: Americas year: 1987","gdpPercap: 4140.4421 lifeExp: 63.15400 pop: 4842194 continent: Americas year: 1987","gdpPercap: 4246.4860 lifeExp: 60.78200 pop: 7326406 continent: Americas year: 1987","gdpPercap: 1823.0160 lifeExp: 53.63600 pop: 5756203 continent: Americas year: 1987","gdpPercap: 3023.0967 lifeExp: 64.49200 pop: 4372203 continent: Americas year: 1987","gdpPercap: 6351.2375 lifeExp: 71.77000 pop: 2326606 continent: Americas year: 1987","gdpPercap: 8688.1560 lifeExp: 69.49800 pop: 80122492 continent: Americas year: 1987","gdpPercap: 2955.9844 lifeExp: 62.00800 pop: 3344353 continent: Americas year: 1987","gdpPercap: 7034.7792 lifeExp: 71.52300 pop: 2253639 continent: Americas year: 1987","gdpPercap: 3998.8757 lifeExp: 67.37800 pop: 3886512 continent: Americas year: 1987","gdpPercap: 6360.9434 lifeExp: 64.13400 pop: 20195924 continent: Americas year: 1987","gdpPercap: 12281.3419 lifeExp: 74.63000 pop: 3444468 continent: Americas year: 1987","gdpPercap: 7388.5978 lifeExp: 69.58200 pop: 1191336 continent: Americas year: 1987","gdpPercap: 29884.3504 lifeExp: 75.02000 pop: 242803533 continent: Americas year: 1987","gdpPercap: 7452.3990 lifeExp: 71.91800 pop: 3045153 continent: Americas year: 1987","gdpPercap: 9883.5846 lifeExp: 70.19000 pop: 17910182 continent: Americas year: 1987"],"frame":"1987","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.70315427101526,5.06446627438453,10.0000944344016,6.45799032318499,5.61233382244038,6.67257912898569,4.64093102351974,5.43994544725188,5.11601228578488,5.38229022057027,4.9175747707763,5.18236285574524,5.02157874318345,4.86020535461986,4.56301880183191,8.43605005560974,4.72265714850274,4.55030442964357,4.79752831154618,6.11477468633343,4.73692372466576,4.33305719198783,11.8876632466354,4.67867244995033,5.97823969679262],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.93064137492864,4.26773533640728,2.87620594555335,2.83498979258954,3.13953403709412,4.30186461701644,2.98967788500985,3.24263010699728,3.82235649685219,4.06608625841883,4.23356666405139,4.3497813255084,3.64823115884918,3.61347101441374,3.9311062654171,4.4489910677682,3.73054741295915,3.72014297801091,3.36884604933009,2.5854607295085,2.8896559703455,4.25804368772363,3.23164454298501,3.34037172540222,4.32630024240411,4.27557693735977,3.27341031841906,3.49370535205919,4.04354152996951,3.47460284330426,2.91423705405801,3.70818264288109,3.29484998566756],"y":[40.822,70.75,52.819,53.914,67.274,76.2,58.553,60.137,63.04,65.044,75.6,78.67,65.869,70.647,69.81,74.174,67.926,69.5,60.222,58.339,52.537,67.734,58.245,64.151,66.295,73.56,69.011,66.974,73.4,66.084,62.82,67.046,52.922],"text":["gdpPercap: 852.3959 lifeExp: 40.82200 pop: 13867957 continent: Asia year: 1987","gdpPercap: 18524.0241 lifeExp: 70.75000 pop: 454612 continent: Asia year: 1987","gdpPercap: 751.9794 lifeExp: 52.81900 pop: 103764241 continent: Asia year: 1987","gdpPercap: 683.8956 lifeExp: 53.91400 pop: 8371791 continent: Asia year: 1987","gdpPercap: 1378.9040 lifeExp: 67.27400 pop: 1084035000 continent: Asia year: 1987","gdpPercap: 20038.4727 lifeExp: 76.20000 pop: 5584510 continent: Asia year: 1987","gdpPercap: 976.5127 lifeExp: 58.55300 pop: 788000000 continent: Asia year: 1987","gdpPercap: 1748.3570 lifeExp: 60.13700 pop: 169276000 continent: Asia year: 1987","gdpPercap: 6642.8814 lifeExp: 63.04000 pop: 51889696 continent: Asia year: 1987","gdpPercap: 11643.5727 lifeExp: 65.04400 pop: 16543189 continent: Asia year: 1987","gdpPercap: 17122.4799 lifeExp: 75.60000 pop: 4203148 continent: Asia year: 1987","gdpPercap: 22375.9419 lifeExp: 78.67000 pop: 122091325 continent: Asia year: 1987","gdpPercap: 4448.6799 lifeExp: 65.86900 pop: 2820042 continent: Asia year: 1987","gdpPercap: 4106.4923 lifeExp: 70.64700 pop: 19067554 continent: Asia year: 1987","gdpPercap: 8533.0888 lifeExp: 69.81000 pop: 41622000 continent: Asia year: 1987","gdpPercap: 28118.4300 lifeExp: 74.17400 pop: 1891487 continent: Asia year: 1987","gdpPercap: 5377.0913 lifeExp: 67.92600 pop: 3089353 continent: Asia year: 1987","gdpPercap: 5249.8027 lifeExp: 69.50000 pop: 16331785 continent: Asia year: 1987","gdpPercap: 2338.0083 lifeExp: 60.22200 pop: 2015133 continent: Asia year: 1987","gdpPercap: 385.0000 lifeExp: 58.33900 pop: 38028578 continent: Asia year: 1987","gdpPercap: 775.6325 lifeExp: 52.53700 pop: 17917180 continent: Asia year: 1987","gdpPercap: 18115.2231 lifeExp: 67.73400 pop: 1593882 continent: Asia year: 1987","gdpPercap: 1704.6866 lifeExp: 58.24500 pop: 105186881 continent: Asia year: 1987","gdpPercap: 2189.6350 lifeExp: 64.15100 pop: 60017788 continent: Asia year: 1987","gdpPercap: 21198.2614 lifeExp: 66.29500 pop: 14619745 continent: Asia year: 1987","gdpPercap: 18861.5308 lifeExp: 73.56000 pop: 2794552 continent: Asia year: 1987","gdpPercap: 1876.7668 lifeExp: 69.01100 pop: 16495304 continent: Asia year: 1987","gdpPercap: 3116.7743 lifeExp: 66.97400 pop: 11242847 continent: Asia year: 1987","gdpPercap: 11054.5618 lifeExp: 73.40000 pop: 19757799 continent: Asia year: 1987","gdpPercap: 2982.6538 lifeExp: 66.08400 pop: 52910342 continent: Asia year: 1987","gdpPercap: 820.7994 lifeExp: 62.82000 pop: 62826491 continent: Asia year: 1987","gdpPercap: 5107.1974 lifeExp: 67.04600 pop: 1691210 continent: Asia year: 1987","gdpPercap: 1971.7415 lifeExp: 52.92200 pop: 11219340 continent: Asia year: 1987"],"frame":"1987","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.71332830496715,4.10643610520619,9.07915596272631,5.27988315782151,20.9134506943542,5.00271674559788,18.3876282756139,10.549203529288,7.52612013434391,5.89237265484242,4.83881013962291,9.52840205018816,4.64410552546812,6.04840049272706,7.13454934780548,4.48381152219417,4.68530465889381,5.87877984743003,4.50719696313882,6.98623460947832,5.9786706472802,4.42405528113243,9.11538294282133,7.80920185137243,5.76527450729035,4.64010390168947,5.88930142750523,5.51982371693829,6.08922935976724,7.56282981396667,7.90250606093918,4.44418926317732,5.51799365063027],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.57274765208091,4.37452520554653,4.35267565600983,3.63489169330918,3.91591956003557,4.14058923594614,4.21246576751212,4.39995351440246,4.32512577745481,4.343732315784,4.39162635003408,4.20737927277307,4.11349145034739,4.43012677868692,4.14216620766251,4.28346484592075,4.06939093934078,4.37385545037759,4.49887511143166,3.95819829002402,4.11525456918159,3.9866048478327,4.20060096717612,4.08052791469559,4.27134280866535,4.19769351034863,4.37267140473045,4.48118031842363,3.70663617901385,4.33575443700302],"y":[72,74.94,75.35,71.14,71.34,71.52,71.58,74.8,74.83,76.34,74.847,76.67,69.58,77.23,74.36,76.42,74.865,76.83,75.89,70.98,74.06,69.53,71.218,71.08,72.25,76.9,77.19,77.41,63.108,75.007],"text":["gdpPercap: 3738.9327 lifeExp: 72.00000 pop: 3075321 continent: Europe year: 1987","gdpPercap: 23687.8261 lifeExp: 74.94000 pop: 7578903 continent: Europe year: 1987","gdpPercap: 22525.5631 lifeExp: 75.35000 pop: 9870200 continent: Europe year: 1987","gdpPercap: 4314.1148 lifeExp: 71.14000 pop: 4338977 continent: Europe year: 1987","gdpPercap: 8239.8548 lifeExp: 71.34000 pop: 8971958 continent: Europe year: 1987","gdpPercap: 13822.5839 lifeExp: 71.52000 pop: 4484310 continent: Europe year: 1987","gdpPercap: 16310.4434 lifeExp: 71.58000 pop: 10311597 continent: Europe year: 1987","gdpPercap: 25116.1758 lifeExp: 74.80000 pop: 5127024 continent: Europe year: 1987","gdpPercap: 21141.0122 lifeExp: 74.83000 pop: 4931729 continent: Europe year: 1987","gdpPercap: 22066.4421 lifeExp: 76.34000 pop: 55630100 continent: Europe year: 1987","gdpPercap: 24639.1857 lifeExp: 74.84700 pop: 77718298 continent: Europe year: 1987","gdpPercap: 16120.5284 lifeExp: 76.67000 pop: 9974490 continent: Europe year: 1987","gdpPercap: 12986.4800 lifeExp: 69.58000 pop: 10612740 continent: Europe year: 1987","gdpPercap: 26923.2063 lifeExp: 77.23000 pop: 244676 continent: Europe year: 1987","gdpPercap: 13872.8665 lifeExp: 74.36000 pop: 3539900 continent: Europe year: 1987","gdpPercap: 19207.2348 lifeExp: 76.42000 pop: 56729703 continent: Europe year: 1987","gdpPercap: 11732.5102 lifeExp: 74.86500 pop: 569473 continent: Europe year: 1987","gdpPercap: 23651.3236 lifeExp: 76.83000 pop: 14665278 continent: Europe year: 1987","gdpPercap: 31540.9748 lifeExp: 75.89000 pop: 4186147 continent: Europe year: 1987","gdpPercap: 9082.3512 lifeExp: 70.98000 pop: 37740710 continent: Europe year: 1987","gdpPercap: 13039.3088 lifeExp: 74.06000 pop: 9915289 continent: Europe year: 1987","gdpPercap: 9696.2733 lifeExp: 69.53000 pop: 22686371 continent: Europe year: 1987","gdpPercap: 15870.8785 lifeExp: 71.21800 pop: 9230783 continent: Europe year: 1987","gdpPercap: 12037.2676 lifeExp: 71.08000 pop: 5199318 continent: Europe year: 1987","gdpPercap: 18678.5349 lifeExp: 72.25000 pop: 1945870 continent: Europe year: 1987","gdpPercap: 15764.9831 lifeExp: 76.90000 pop: 38880702 continent: Europe year: 1987","gdpPercap: 23586.9293 lifeExp: 77.19000 pop: 8421403 continent: Europe year: 1987","gdpPercap: 30281.7046 lifeExp: 77.41000 pop: 6649942 continent: Europe year: 1987","gdpPercap: 5089.0437 lifeExp: 63.10800 pop: 52881328 continent: Europe year: 1987","gdpPercap: 21664.7877 lifeExp: 75.00700 pop: 56981620 continent: Europe year: 1987"],"frame":"1987","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.68320443109413,5.20652799836818,5.40952105197259,4.85603392226605,5.33310705558861,4.87416278078507,5.44578734524069,4.95097603773761,4.92817897963236,7.65895585917643,8.36560186094168,5.41816220148816,5.47008361624648,4.00316240705909,4.75032780807004,7.69715027807619,4.15097988448199,5.7683771201299,4.83663456884137,6.97405526251067,5.41326259670976,6.25497967426603,5.35550549004502,4.9593033063477,4.49419137312124,7.022018819383,5.28435421564031,5.11546960052101,7.56179118469974,7.70584823778465],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.34022371952203,4.27891794551479],"y":[76.32,74.32],"text":["gdpPercap: 21888.8890 lifeExp: 76.32000 pop: 16257249 continent: Oceania year: 1987","gdpPercap: 19007.1913 lifeExp: 74.32000 pop: 3317166 continent: Oceania year: 1987"],"frame":"1987","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.87396631372295,4.71874553589518],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"1992","data":[{"x":[3.70098190930978,3.41959985855871,3.07598748511783,3.90059168250955,2.96930069398315,2.80051079288172,3.25361983641433,2.87384674161361,3.0245120611648,3.09583419189709,2.66059911189776,3.60381960628358,3.21697665293553,3.37605771815862,3.57918376418673,3.05386754026351,2.76556314189948,2.6246465700016,4.13104599073842,2.82322924186296,2.96616997457778,2.90001104610526,2.87247087397084,3.12772718265169,2.99011066701996,2.80388226962819,3.98408327350739,3.01731561829776,2.75066265731529,2.86865288619247,3.13397610708267,3.78234746668706,3.46953444021768,2.61373278431849,3.5803019261087,2.76431269690493,3.20947432219226,3.78541923515268,2.86750790712676,3.15496469789093,3.13605414921486,3.02885429685477,2.96706113282447,3.85884201450444,3.17382617503834,3.55059794550389,2.91681305580586,3.01464606448196,3.6367606403025,2.80900103244787,3.08310276771926,2.84099685568797],"y":[67.744,40.647,53.919,62.745,50.26,44.736,54.314,49.396,51.724,57.939,45.548,56.433,52.044,51.604,63.674,47.545,49.991,48.091,61.366,52.644,57.501,48.576,43.266,59.285,59.685,40.802,68.755,52.214,49.42,48.388,58.333,69.745,65.393,44.284,61.999,47.391,47.472,73.615,23.599,62.742,58.196,38.333,39.658,61.888,53.556,58.474,50.44,58.061,70.001,48.825,46.1,60.377],"text":["gdpPercap: 5023.2166 lifeExp: 67.74400 pop: 26298373 continent: Africa year: 1992","gdpPercap: 2627.8457 lifeExp: 40.64700 pop: 8735988 continent: Africa year: 1992","gdpPercap: 1191.2077 lifeExp: 53.91900 pop: 4981671 continent: Africa year: 1992","gdpPercap: 7954.1116 lifeExp: 62.74500 pop: 1342614 continent: Africa year: 1992","gdpPercap: 931.7528 lifeExp: 50.26000 pop: 8878303 continent: Africa year: 1992","gdpPercap: 631.6999 lifeExp: 44.73600 pop: 5809236 continent: Africa year: 1992","gdpPercap: 1793.1633 lifeExp: 54.31400 pop: 12467171 continent: Africa year: 1992","gdpPercap: 747.9055 lifeExp: 49.39600 pop: 3265124 continent: Africa year: 1992","gdpPercap: 1058.0643 lifeExp: 51.72400 pop: 6429417 continent: Africa year: 1992","gdpPercap: 1246.9074 lifeExp: 57.93900 pop: 454429 continent: Africa year: 1992","gdpPercap: 457.7192 lifeExp: 45.54800 pop: 41672143 continent: Africa year: 1992","gdpPercap: 4016.2395 lifeExp: 56.43300 pop: 2409073 continent: Africa year: 1992","gdpPercap: 1648.0738 lifeExp: 52.04400 pop: 12772596 continent: Africa year: 1992","gdpPercap: 2377.1562 lifeExp: 51.60400 pop: 384156 continent: Africa year: 1992","gdpPercap: 3794.7552 lifeExp: 63.67400 pop: 59402198 continent: Africa year: 1992","gdpPercap: 1132.0550 lifeExp: 47.54500 pop: 387838 continent: Africa year: 1992","gdpPercap: 582.8585 lifeExp: 49.99100 pop: 3668440 continent: Africa year: 1992","gdpPercap: 421.3535 lifeExp: 48.09100 pop: 52088559 continent: Africa year: 1992","gdpPercap: 13522.1575 lifeExp: 61.36600 pop: 985739 continent: Africa year: 1992","gdpPercap: 665.6244 lifeExp: 52.64400 pop: 1025384 continent: Africa year: 1992","gdpPercap: 925.0602 lifeExp: 57.50100 pop: 16278738 continent: Africa year: 1992","gdpPercap: 794.3484 lifeExp: 48.57600 pop: 6990574 continent: Africa year: 1992","gdpPercap: 745.5399 lifeExp: 43.26600 pop: 1050938 continent: Africa year: 1992","gdpPercap: 1341.9217 lifeExp: 59.28500 pop: 25020539 continent: Africa year: 1992","gdpPercap: 977.4863 lifeExp: 59.68500 pop: 1803195 continent: Africa year: 1992","gdpPercap: 636.6229 lifeExp: 40.80200 pop: 1912974 continent: Africa year: 1992","gdpPercap: 9640.1385 lifeExp: 68.75500 pop: 4364501 continent: Africa year: 1992","gdpPercap: 1040.6762 lifeExp: 52.21400 pop: 12210395 continent: Africa year: 1992","gdpPercap: 563.2000 lifeExp: 49.42000 pop: 10014249 continent: Africa year: 1992","gdpPercap: 739.0144 lifeExp: 48.38800 pop: 8416215 continent: Africa year: 1992","gdpPercap: 1361.3698 lifeExp: 58.33300 pop: 2119465 continent: Africa year: 1992","gdpPercap: 6058.2538 lifeExp: 69.74500 pop: 1096202 continent: Africa year: 1992","gdpPercap: 2948.0473 lifeExp: 65.39300 pop: 25798239 continent: Africa year: 1992","gdpPercap: 410.8968 lifeExp: 44.28400 pop: 13160731 continent: Africa year: 1992","gdpPercap: 3804.5380 lifeExp: 61.99900 pop: 1554253 continent: Africa year: 1992","gdpPercap: 581.1827 lifeExp: 47.39100 pop: 8392818 continent: Africa year: 1992","gdpPercap: 1619.8482 lifeExp: 47.47200 pop: 93364244 continent: Africa year: 1992","gdpPercap: 6101.2558 lifeExp: 73.61500 pop: 622191 continent: Africa year: 1992","gdpPercap: 737.0686 lifeExp: 23.59900 pop: 7290203 continent: Africa year: 1992","gdpPercap: 1428.7778 lifeExp: 62.74200 pop: 125911 continent: Africa year: 1992","gdpPercap: 1367.8994 lifeExp: 58.19600 pop: 8307920 continent: Africa year: 1992","gdpPercap: 1068.6963 lifeExp: 38.33300 pop: 4260884 continent: Africa year: 1992","gdpPercap: 926.9603 lifeExp: 39.65800 pop: 6099799 continent: Africa year: 1992","gdpPercap: 7225.0693 lifeExp: 61.88800 pop: 39964159 continent: Africa year: 1992","gdpPercap: 1492.1970 lifeExp: 53.55600 pop: 28227588 continent: Africa year: 1992","gdpPercap: 3553.0224 lifeExp: 58.47400 pop: 962344 continent: Africa year: 1992","gdpPercap: 825.6825 lifeExp: 50.44000 pop: 26605473 continent: Africa year: 1992","gdpPercap: 1034.2989 lifeExp: 58.06100 pop: 3747553 continent: Africa year: 1992","gdpPercap: 4332.7202 lifeExp: 70.00100 pop: 8523077 continent: Africa year: 1992","gdpPercap: 644.1708 lifeExp: 48.82500 pop: 18252190 continent: Africa year: 1992","gdpPercap: 1210.8846 lifeExp: 46.10000 pop: 8381163 continent: Africa year: 1992","gdpPercap: 693.4208 lifeExp: 60.37700 pop: 10704340 continent: Africa year: 1992"],"frame":"1992","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[6.44525377605811,5.31240128201296,4.93405161814585,4.36890472912076,5.32492226874422,5.0273472543309,5.612615814294,4.71121202878778,5.09292646374787,4.106360292928,7.13657259249505,4.57714459845849,5.63504105849015,4.07581745871463,7.78846202907128,4.07749550226883,4.7680949159301,7.53330081985766,4.28024057775752,4.29084988698797,5.87535520719909,5.14956186238537,4.29757318887135,6.37953186607972,4.46662574030329,4.48793082891488,4.85923982475724,5.5935480363862,5.42144453679042,5.28388729266382,4.52636009775771,4.30927283356599,6.41972560507641,5.66315394638386,4.41567480760501,5.28177974615691,8.80639990806034,4.16972541529039,5.17886385365962,3.91312246260023,5.27410737811,4.84616533255688,5.05849070700692,7.06695521744158,6.5415164568725,4.27387308022824,6.46080853964035,4.77887308204664,5.29347586842292,5.99920334141567,5.28072878722753,5.47740496135774],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.96887591042825,3.47154102047466,3.84200248976363,4.42066332376266,3.8805921578839,3.73596985679663,3.78961006249988,3.74763270294109,3.48347520942733,3.85148477089356,3.64779669279996,3.64732925121639,3.1632536876415,3.48878959778161,3.86952058704978,3.97645930908032,3.33649009817687,3.82077552142161,3.62287802484146,3.64800666621377,4.16558815566746,3.86752587691881,4.5052033422329,3.91046457085066,4.03075860946506],"y":[71.868,59.957,67.057,77.95,74.126,68.421,75.713,74.414,68.457,69.613,66.798,63.373,55.089,66.399,71.766,71.455,65.843,72.462,68.225,66.458,73.911,69.862,76.09,72.752,71.15],"text":["gdpPercap: 9308.4187 lifeExp: 71.86800 pop: 33958947 continent: Americas year: 1992","gdpPercap: 2961.6997 lifeExp: 59.95700 pop: 6893451 continent: Americas year: 1992","gdpPercap: 6950.2830 lifeExp: 67.05700 pop: 155975974 continent: Americas year: 1992","gdpPercap: 26342.8843 lifeExp: 77.95000 pop: 28523502 continent: Americas year: 1992","gdpPercap: 7596.1260 lifeExp: 74.12600 pop: 13572994 continent: Americas year: 1992","gdpPercap: 5444.6486 lifeExp: 68.42100 pop: 34202721 continent: Americas year: 1992","gdpPercap: 6160.4163 lifeExp: 75.71300 pop: 3173216 continent: Americas year: 1992","gdpPercap: 5592.8440 lifeExp: 74.41400 pop: 10723260 continent: Americas year: 1992","gdpPercap: 3044.2142 lifeExp: 68.45700 pop: 7351181 continent: Americas year: 1992","gdpPercap: 7103.7026 lifeExp: 69.61300 pop: 10748394 continent: Americas year: 1992","gdpPercap: 4444.2317 lifeExp: 66.79800 pop: 5274649 continent: Americas year: 1992","gdpPercap: 4439.4508 lifeExp: 63.37300 pop: 8486949 continent: Americas year: 1992","gdpPercap: 1456.3095 lifeExp: 55.08900 pop: 6326682 continent: Americas year: 1992","gdpPercap: 3081.6946 lifeExp: 66.39900 pop: 5077347 continent: Americas year: 1992","gdpPercap: 7404.9237 lifeExp: 71.76600 pop: 2378618 continent: Americas year: 1992","gdpPercap: 9472.3843 lifeExp: 71.45500 pop: 88111030 continent: Americas year: 1992","gdpPercap: 2170.1517 lifeExp: 65.84300 pop: 4017939 continent: Americas year: 1992","gdpPercap: 6618.7431 lifeExp: 72.46200 pop: 2484997 continent: Americas year: 1992","gdpPercap: 4196.4111 lifeExp: 68.22500 pop: 4483945 continent: Americas year: 1992","gdpPercap: 4446.3809 lifeExp: 66.45800 pop: 22430449 continent: Americas year: 1992","gdpPercap: 14641.5871 lifeExp: 73.91100 pop: 3585176 continent: Americas year: 1992","gdpPercap: 7370.9909 lifeExp: 69.86200 pop: 1183669 continent: Americas year: 1992","gdpPercap: 32003.9322 lifeExp: 76.09000 pop: 256894189 continent: Americas year: 1992","gdpPercap: 8137.0048 lifeExp: 72.75200 pop: 3149262 continent: Americas year: 1992","gdpPercap: 10733.9263 lifeExp: 71.15000 pop: 20265563 continent: Americas year: 1992"],"frame":"1992","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.80951073418591,5.13992835137478,10.2777185865315,6.55598656593403,5.69256204321435,6.82038582420273,4.69775664006871,5.47891325644684,5.1847523260465,5.48091486124645,4.96791831791824,5.29024096381892,5.08229120482502,4.94521945262529,4.57195727804059,8.66283847862246,4.81486311313782,4.58993197951414,4.87411762672826,6.24094020282786,4.75662282294926,4.33117836564667,12.1196723766696,4.69421724375291,6.1188093658245],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.81247308981853,4.27956609504629,2.92314562491112,2.83397739252997,3.21900372308954,4.39370859471309,3.06610473636011,3.37714971981812,3.8594777425234,3.57352611389943,4.25651383797765,4.42853803247444,3.53549585513414,3.57125025273538,4.08293891544179,4.54323488420159,3.83827007701996,3.86200684792003,3.25173602082497,2.54032947479087,2.95315075053154,4.26990286153798,3.29486935175814,3.35780606664274,4.3951798751481,4.39392409898215,3.33319311711301,3.52381703627158,4.18229073527864,3.66435014302872,2.99520645664776,3.7794272678399,3.27404156128206],"y":[41.674,72.601,56.018,55.803,68.69,77.601,60.223,62.681,65.742,59.461,76.93,79.36,68.015,69.978,72.244,75.19,69.292,70.693,61.271,59.32,55.727,71.197,60.838,66.458,68.768,75.788,70.379,69.249,74.26,67.298,67.662,69.718,55.599],"text":["gdpPercap: 649.3414 lifeExp: 41.67400 pop: 16317921 continent: Asia year: 1992","gdpPercap: 19035.5792 lifeExp: 72.60100 pop: 529491 continent: Asia year: 1992","gdpPercap: 837.8102 lifeExp: 56.01800 pop: 113704579 continent: Asia year: 1992","gdpPercap: 682.3032 lifeExp: 55.80300 pop: 10150094 continent: Asia year: 1992","gdpPercap: 1655.7842 lifeExp: 68.69000 pop: 1164970000 continent: Asia year: 1992","gdpPercap: 24757.6030 lifeExp: 77.60100 pop: 5829696 continent: Asia year: 1992","gdpPercap: 1164.4068 lifeExp: 60.22300 pop: 872000000 continent: Asia year: 1992","gdpPercap: 2383.1409 lifeExp: 62.68100 pop: 184816000 continent: Asia year: 1992","gdpPercap: 7235.6532 lifeExp: 65.74200 pop: 60397973 continent: Asia year: 1992","gdpPercap: 3745.6407 lifeExp: 59.46100 pop: 17861905 continent: Asia year: 1992","gdpPercap: 18051.5225 lifeExp: 76.93000 pop: 4936550 continent: Asia year: 1992","gdpPercap: 26824.8951 lifeExp: 79.36000 pop: 124329269 continent: Asia year: 1992","gdpPercap: 3431.5936 lifeExp: 68.01500 pop: 3867409 continent: Asia year: 1992","gdpPercap: 3726.0635 lifeExp: 69.97800 pop: 20711375 continent: Asia year: 1992","gdpPercap: 12104.2787 lifeExp: 72.24400 pop: 43805450 continent: Asia year: 1992","gdpPercap: 34932.9196 lifeExp: 75.19000 pop: 1418095 continent: Asia year: 1992","gdpPercap: 6890.8069 lifeExp: 69.29200 pop: 3219994 continent: Asia year: 1992","gdpPercap: 7277.9128 lifeExp: 70.69300 pop: 18319502 continent: Asia year: 1992","gdpPercap: 1785.4020 lifeExp: 61.27100 pop: 2312802 continent: Asia year: 1992","gdpPercap: 347.0000 lifeExp: 59.32000 pop: 40546538 continent: Asia year: 1992","gdpPercap: 897.7404 lifeExp: 55.72700 pop: 20326209 continent: Asia year: 1992","gdpPercap: 18616.7069 lifeExp: 71.19700 pop: 1915208 continent: Asia year: 1992","gdpPercap: 1971.8295 lifeExp: 60.83800 pop: 120065004 continent: Asia year: 1992","gdpPercap: 2279.3240 lifeExp: 66.45800 pop: 67185766 continent: Asia year: 1992","gdpPercap: 24841.6178 lifeExp: 68.76800 pop: 16945857 continent: Asia year: 1992","gdpPercap: 24769.8912 lifeExp: 75.78800 pop: 3235865 continent: Asia year: 1992","gdpPercap: 2153.7392 lifeExp: 70.37900 pop: 17587060 continent: Asia year: 1992","gdpPercap: 3340.5428 lifeExp: 69.24900 pop: 13219062 continent: Asia year: 1992","gdpPercap: 15215.6579 lifeExp: 74.26000 pop: 20686918 continent: Asia year: 1992","gdpPercap: 4616.8965 lifeExp: 67.29800 pop: 56667095 continent: Asia year: 1992","gdpPercap: 989.0231 lifeExp: 67.66200 pop: 69940728 continent: Asia year: 1992","gdpPercap: 6017.6548 lifeExp: 69.71800 pop: 2104779 continent: Asia year: 1992","gdpPercap: 1879.4967 lifeExp: 55.59900 pop: 13367997 continent: Asia year: 1992"],"frame":"1992","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[5.87788534644543,4.13610653335871,9.32733686206853,5.43261015214317,21.5415890041863,5.02956561569987,19.146576744787,10.8532244465596,7.82195750106167,5.9752644005423,4.92874718567144,9.58087713780916,4.79498405502476,6.14447533171787,7.22154901377251,4.3859992028451,4.70462942418421,6.00330600730381,4.56062935195557,7.090857418951,6.12231735687911,4.48835773873182,9.48047243115112,8.0432779789512,5.91802431375482,4.70694967439079,5.95824838044345,5.66734271535776,6.14307453653615,7.69498560860232,8.12989419573029,4.52369249607577,5.67799586462326],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.39749469826406,4.43203910845529,4.40782533328362,3.40599167707862,3.79952136016638,3.92674335990023,4.1552455617675,4.42171478694898,4.31486042820919,4.39276369497302,4.42333277608952,4.24406663717638,4.02266045049501,4.40044113886749,4.24449521672678,4.34269195584422,3.845305151385,4.42798810752661,4.53104007265859,3.88867818246945,4.20970977687171,3.81943929106406,3.96965201852667,3.97765355127639,4.15273821196319,4.26958449230923,4.37803462853663,4.50340291646683,3.75422202565638,4.35612327631095],"y":[71.581,76.04,76.46,72.178,71.19,72.527,72.4,75.33,75.7,77.46,76.07,77.03,69.17,78.77,75.467,77.44,75.435,77.42,77.32,70.99,74.86,69.36,71.659,71.38,73.64,77.57,78.16,78.03,66.146,76.42],"text":["gdpPercap: 2497.4379 lifeExp: 71.58100 pop: 3326498 continent: Europe year: 1992","gdpPercap: 27042.0187 lifeExp: 76.04000 pop: 7914969 continent: Europe year: 1992","gdpPercap: 25575.5707 lifeExp: 76.46000 pop: 10045622 continent: Europe year: 1992","gdpPercap: 2546.7814 lifeExp: 72.17800 pop: 4256013 continent: Europe year: 1992","gdpPercap: 6302.6234 lifeExp: 71.19000 pop: 8658506 continent: Europe year: 1992","gdpPercap: 8447.7949 lifeExp: 72.52700 pop: 4494013 continent: Europe year: 1992","gdpPercap: 14297.0212 lifeExp: 72.40000 pop: 10315702 continent: Europe year: 1992","gdpPercap: 26406.7399 lifeExp: 75.33000 pop: 5171393 continent: Europe year: 1992","gdpPercap: 20647.1650 lifeExp: 75.70000 pop: 5041039 continent: Europe year: 1992","gdpPercap: 24703.7961 lifeExp: 77.46000 pop: 57374179 continent: Europe year: 1992","gdpPercap: 26505.3032 lifeExp: 76.07000 pop: 80597764 continent: Europe year: 1992","gdpPercap: 17541.4963 lifeExp: 77.03000 pop: 10325429 continent: Europe year: 1992","gdpPercap: 10535.6285 lifeExp: 69.17000 pop: 10348684 continent: Europe year: 1992","gdpPercap: 25144.3920 lifeExp: 78.77000 pop: 259012 continent: Europe year: 1992","gdpPercap: 17558.8155 lifeExp: 75.46700 pop: 3557761 continent: Europe year: 1992","gdpPercap: 22013.6449 lifeExp: 77.44000 pop: 56840847 continent: Europe year: 1992","gdpPercap: 7003.3390 lifeExp: 75.43500 pop: 621621 continent: Europe year: 1992","gdpPercap: 26790.9496 lifeExp: 77.42000 pop: 15174244 continent: Europe year: 1992","gdpPercap: 33965.6611 lifeExp: 77.32000 pop: 4286357 continent: Europe year: 1992","gdpPercap: 7738.8812 lifeExp: 70.99000 pop: 38370697 continent: Europe year: 1992","gdpPercap: 16207.2666 lifeExp: 74.86000 pop: 9927680 continent: Europe year: 1992","gdpPercap: 6598.4099 lifeExp: 69.36000 pop: 22797027 continent: Europe year: 1992","gdpPercap: 9325.0682 lifeExp: 71.65900 pop: 9826397 continent: Europe year: 1992","gdpPercap: 9498.4677 lifeExp: 71.38000 pop: 5302888 continent: Europe year: 1992","gdpPercap: 14214.7168 lifeExp: 73.64000 pop: 1999210 continent: Europe year: 1992","gdpPercap: 18603.0645 lifeExp: 77.57000 pop: 39549438 continent: Europe year: 1992","gdpPercap: 23880.0168 lifeExp: 78.16000 pop: 8718867 continent: Europe year: 1992","gdpPercap: 31871.5303 lifeExp: 78.03000 pop: 6995447 continent: Europe year: 1992","gdpPercap: 5678.3483 lifeExp: 66.14600 pop: 58179144 continent: Europe year: 1992","gdpPercap: 22705.0925 lifeExp: 76.42000 pop: 57866349 continent: Europe year: 1992"],"frame":"1992","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.72009003948699,5.2380701552816,5.42402993495948,4.84554675880232,5.30554116206666,4.87536245428454,5.44612091859371,4.95609371868811,4.94099402413293,7.7193638802702,8.44985077747542,5.4469110706963,5.44879862502876,4.01168083307945,4.752816001067,7.70099013462155,4.16952755234321,5.80273419104198,4.84939435182943,7.00064936416608,5.41428931821861,6.26102548840576,5.40587797827577,4.9711317390608,4.50422774493138,7.04982759760299,5.31088806388712,5.15004342528569,7.74693448332303,7.7362438619484],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.36967527661645,4.26395131915053],"y":[77.56,76.33],"text":["gdpPercap: 23424.7668 lifeExp: 77.56000 pop: 17481977 continent: Oceania year: 1992","gdpPercap: 18363.3249 lifeExp: 76.33000 pop: 3437674 continent: Oceania year: 1992"],"frame":"1992","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[5.95170732742627,4.73596229759524],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"1997","data":[{"x":[3.68099642996904,3.35738990072978,3.09095437371205,3.93687260656924,2.97602652785581,2.66568898634557,3.22899991504306,2.86952877630843,3.00214936075992,3.06952684870363,2.49441679392038,3.54209863597563,3.25194598771714,3.27761310666527,3.62046730436524,3.44939828336542,2.96069466450231,2.71255660559339,4.16799164788718,2.81539852861878,3.00227227244485,2.93924449533036,2.90127544770125,3.13369376454073,3.07413887871439,2.78474132397179,3.97623283925911,2.99400722584187,2.84027915663416,2.89776889255363,3.17118101643639,3.87073770932658,3.47452247332618,2.674260312831,3.59101162654969,2.76365646909402,3.21083767029686,3.7833275723403,2.77081116034997,3.12680523801102,3.14375414181744,2.75940201863393,2.9687613813918,3.87385446413688,3.21277623758705,3.58846986354341,2.89717949512568,2.99223836297973,3.68813482189578,2.91198761298453,3.02993292165226,2.89897184798542],"y":[69.152,40.963,54.777,52.556,50.324,45.326,52.199,46.066,51.573,60.66,42.587,52.962,47.991,53.157,67.217,48.245,53.378,49.402,60.461,55.861,58.556,51.455,44.873,54.407,55.558,42.221,71.555,54.978,47.495,49.903,60.43,70.736,67.66,46.344,58.909,51.313,47.464,74.772,36.087,63.306,60.187,39.897,43.795,60.236,55.373,54.289,48.466,58.39,71.973,44.578,40.238,46.809],"text":["gdpPercap: 4797.2951 lifeExp: 69.15200 pop: 29072015 continent: Africa year: 1997","gdpPercap: 2277.1409 lifeExp: 40.96300 pop: 9875024 continent: Africa year: 1997","gdpPercap: 1232.9753 lifeExp: 54.77700 pop: 6066080 continent: Africa year: 1997","gdpPercap: 8647.1423 lifeExp: 52.55600 pop: 1536536 continent: Africa year: 1997","gdpPercap: 946.2950 lifeExp: 50.32400 pop: 10352843 continent: Africa year: 1997","gdpPercap: 463.1151 lifeExp: 45.32600 pop: 6121610 continent: Africa year: 1997","gdpPercap: 1694.3375 lifeExp: 52.19900 pop: 14195809 continent: Africa year: 1997","gdpPercap: 740.5063 lifeExp: 46.06600 pop: 3696513 continent: Africa year: 1997","gdpPercap: 1004.9614 lifeExp: 51.57300 pop: 7562011 continent: Africa year: 1997","gdpPercap: 1173.6182 lifeExp: 60.66000 pop: 527982 continent: Africa year: 1997","gdpPercap: 312.1884 lifeExp: 42.58700 pop: 47798986 continent: Africa year: 1997","gdpPercap: 3484.1644 lifeExp: 52.96200 pop: 2800947 continent: Africa year: 1997","gdpPercap: 1786.2654 lifeExp: 47.99100 pop: 14625967 continent: Africa year: 1997","gdpPercap: 1895.0170 lifeExp: 53.15700 pop: 417908 continent: Africa year: 1997","gdpPercap: 4173.1818 lifeExp: 67.21700 pop: 66134291 continent: Africa year: 1997","gdpPercap: 2814.4808 lifeExp: 48.24500 pop: 439971 continent: Africa year: 1997","gdpPercap: 913.4708 lifeExp: 53.37800 pop: 4058319 continent: Africa year: 1997","gdpPercap: 515.8894 lifeExp: 49.40200 pop: 59861301 continent: Africa year: 1997","gdpPercap: 14722.8419 lifeExp: 60.46100 pop: 1126189 continent: Africa year: 1997","gdpPercap: 653.7302 lifeExp: 55.86100 pop: 1235767 continent: Africa year: 1997","gdpPercap: 1005.2458 lifeExp: 58.55600 pop: 18418288 continent: Africa year: 1997","gdpPercap: 869.4498 lifeExp: 51.45500 pop: 8048834 continent: Africa year: 1997","gdpPercap: 796.6645 lifeExp: 44.87300 pop: 1193708 continent: Africa year: 1997","gdpPercap: 1360.4850 lifeExp: 54.40700 pop: 28263827 continent: Africa year: 1997","gdpPercap: 1186.1480 lifeExp: 55.55800 pop: 1982823 continent: Africa year: 1997","gdpPercap: 609.1740 lifeExp: 42.22100 pop: 2200725 continent: Africa year: 1997","gdpPercap: 9467.4461 lifeExp: 71.55500 pop: 4759670 continent: Africa year: 1997","gdpPercap: 986.2959 lifeExp: 54.97800 pop: 14165114 continent: Africa year: 1997","gdpPercap: 692.2758 lifeExp: 47.49500 pop: 10419991 continent: Africa year: 1997","gdpPercap: 790.2580 lifeExp: 49.90300 pop: 9384984 continent: Africa year: 1997","gdpPercap: 1483.1361 lifeExp: 60.43000 pop: 2444741 continent: Africa year: 1997","gdpPercap: 7425.7053 lifeExp: 70.73600 pop: 1149818 continent: Africa year: 1997","gdpPercap: 2982.1019 lifeExp: 67.66000 pop: 28529501 continent: Africa year: 1997","gdpPercap: 472.3461 lifeExp: 46.34400 pop: 16603334 continent: Africa year: 1997","gdpPercap: 3899.5243 lifeExp: 58.90900 pop: 1774766 continent: Africa year: 1997","gdpPercap: 580.3052 lifeExp: 51.31300 pop: 9666252 continent: Africa year: 1997","gdpPercap: 1624.9413 lifeExp: 47.46400 pop: 106207839 continent: Africa year: 1997","gdpPercap: 6071.9414 lifeExp: 74.77200 pop: 684810 continent: Africa year: 1997","gdpPercap: 589.9445 lifeExp: 36.08700 pop: 7212583 continent: Africa year: 1997","gdpPercap: 1339.0760 lifeExp: 63.30600 pop: 145608 continent: Africa year: 1997","gdpPercap: 1392.3683 lifeExp: 60.18700 pop: 9535314 continent: Africa year: 1997","gdpPercap: 574.6482 lifeExp: 39.89700 pop: 4578212 continent: Africa year: 1997","gdpPercap: 930.5964 lifeExp: 43.79500 pop: 6633514 continent: Africa year: 1997","gdpPercap: 7479.1882 lifeExp: 60.23600 pop: 42835005 continent: Africa year: 1997","gdpPercap: 1632.2108 lifeExp: 55.37300 pop: 32160729 continent: Africa year: 1997","gdpPercap: 3876.7685 lifeExp: 54.28900 pop: 1054486 continent: Africa year: 1997","gdpPercap: 789.1862 lifeExp: 48.46600 pop: 30686889 continent: Africa year: 1997","gdpPercap: 982.2869 lifeExp: 58.39000 pop: 4320890 continent: Africa year: 1997","gdpPercap: 4876.7986 lifeExp: 71.97300 pop: 9231669 continent: Africa year: 1997","gdpPercap: 816.5591 lifeExp: 44.57800 pop: 21210254 continent: Africa year: 1997","gdpPercap: 1071.3538 lifeExp: 40.23800 pop: 9417789 continent: Africa year: 1997","gdpPercap: 792.4500 lifeExp: 46.80900 pop: 11404948 continent: Africa year: 1997"],"frame":"1997","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[6.58261114160465,5.40992176403895,5.05491560493546,4.41189221119449,5.44913597644969,5.06079793421661,5.7361514347107,4.77193291353647,5.20492414202816,4.13553301506181,7.37522986396947,4.64110958635689,5.7656987594712,4.09086131601879,8.00975193188447,4.10031408847176,4.82013111682387,7.80393978476441,4.31688348406486,4.34382201737251,6.00931334501105,5.25044596684302,4.33363716891614,6.5432926043755,4.5011592467975,4.54095146523501,4.90771265239889,5.73402593713833,5.45457318818227,5.36869981678467,4.58317726666439,4.32280538559195,6.55627913545873,5.89622389509842,4.46099988219342,5.39248876618808,9.14123038574825,4.19088309499719,5.17133227132831,3.93178427400911,5.38145830455497,4.88571814236609,5.11380338044,7.18315614183736,6.7280508089458,4.29849978769096,6.65956774564927,4.85375634051919,5.35558161682712,6.17287012113341,5.37149269489545,5.53239158346641],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.04009900857932,3.52194094173334,3.90080288831112,4.46172245769608,4.00509695770942,3.78656416296411,3.82458432359807,3.73495899494029,3.55800031947567,3.87095700780234,3.71221396789169,3.67064598120892,3.12766413697526,3.49974959810783,3.85259737781757,3.98977441733576,3.35276562601556,3.85209507308631,3.62812318939961,3.76628995242336,4.23043444380268,3.94411598894078,4.55348777266477,3.96521302678897,4.00712853877373],"y":[73.275,62.05,69.388,78.61,75.816,70.313,77.26,76.151,69.957,72.312,69.535,66.322,56.671,67.659,72.262,73.67,68.426,73.738,69.4,68.386,74.917,69.465,76.81,74.223,72.146],"text":["gdpPercap: 10967.2820 lifeExp: 73.27500 pop: 36203463 continent: Americas year: 1997","gdpPercap: 3326.1432 lifeExp: 62.05000 pop: 7693188 continent: Americas year: 1997","gdpPercap: 7957.9808 lifeExp: 69.38800 pop: 168546719 continent: Americas year: 1997","gdpPercap: 28954.9259 lifeExp: 78.61000 pop: 30305843 continent: Americas year: 1997","gdpPercap: 10118.0532 lifeExp: 75.81600 pop: 14599929 continent: Americas year: 1997","gdpPercap: 6117.3617 lifeExp: 70.31300 pop: 37657830 continent: Americas year: 1997","gdpPercap: 6677.0453 lifeExp: 77.26000 pop: 3518107 continent: Americas year: 1997","gdpPercap: 5431.9904 lifeExp: 76.15100 pop: 10983007 continent: Americas year: 1997","gdpPercap: 3614.1013 lifeExp: 69.95700 pop: 7992357 continent: Americas year: 1997","gdpPercap: 7429.4559 lifeExp: 72.31200 pop: 11911819 continent: Americas year: 1997","gdpPercap: 5154.8255 lifeExp: 69.53500 pop: 5783439 continent: Americas year: 1997","gdpPercap: 4684.3138 lifeExp: 66.32200 pop: 9803875 continent: Americas year: 1997","gdpPercap: 1341.7269 lifeExp: 56.67100 pop: 6913545 continent: Americas year: 1997","gdpPercap: 3160.4549 lifeExp: 67.65900 pop: 5867957 continent: Americas year: 1997","gdpPercap: 7121.9247 lifeExp: 72.26200 pop: 2531311 continent: Americas year: 1997","gdpPercap: 9767.2975 lifeExp: 73.67000 pop: 95895146 continent: Americas year: 1997","gdpPercap: 2253.0230 lifeExp: 68.42600 pop: 4609572 continent: Americas year: 1997","gdpPercap: 7113.6923 lifeExp: 73.73800 pop: 2734531 continent: Americas year: 1997","gdpPercap: 4247.4003 lifeExp: 69.40000 pop: 5154123 continent: Americas year: 1997","gdpPercap: 5838.3477 lifeExp: 68.38600 pop: 24748122 continent: Americas year: 1997","gdpPercap: 16999.4333 lifeExp: 74.91700 pop: 3759430 continent: Americas year: 1997","gdpPercap: 8792.5731 lifeExp: 69.46500 pop: 1138101 continent: Americas year: 1997","gdpPercap: 35767.4330 lifeExp: 76.81000 pop: 272911760 continent: Americas year: 1997","gdpPercap: 9230.2407 lifeExp: 74.22300 pop: 3262838 continent: Americas year: 1997","gdpPercap: 10165.4952 lifeExp: 72.14600 pop: 22374398 continent: Americas year: 1997"],"frame":"1997","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.90821369649325,5.21733209691873,10.5345999244334,6.64159558046715,5.76392273261267,6.97054009145532,4.74728318830912,5.49948646533628,5.24523741475178,5.57112109596376,5.02454459872295,5.40400165444319,5.14192703925703,5.03370350857681,4.59763419997736,8.87412136126003,4.88955043648377,4.63060701716076,4.95410438488282,6.36530483264912,4.78048115659914,4.31987698234872,12.3758075877329,4.71087971435753,6.23785463139171],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.80300712218037,4.30732521298902,2.9880101843097,2.86586475706223,3.35969021328296,4.45297615540202,3.16400094721034,3.49406210213458,3.91716877724031,3.48802018600138,4.32007582162183,4.45964251194375,3.56174275554633,3.2280811463719,4.20394427391255,4.60531172711223,3.94225435718384,4.00573416985715,3.27926807221425,2.61804809671209,3.0047048189239,4.2945115449614,3.31161624650109,3.40424084640125,4.31358652885387,4.52529722858871,3.42561201761444,3.60360322294262,4.3054979938992,3.76735073498212,3.14173088227915,3.85191037845634,3.32582024530859],"y":[41.763,73.925,59.412,56.534,70.426,80,61.765,66.041,68.042,58.811,78.269,80.69,69.772,67.727,74.647,76.156,70.265,71.938,63.625,60.328,59.426,72.499,61.818,68.564,70.533,77.158,70.457,71.527,75.25,67.521,70.672,71.096,58.02],"text":["gdpPercap: 635.3414 lifeExp: 41.76300 pop: 22227415 continent: Asia year: 1997","gdpPercap: 20292.0168 lifeExp: 73.92500 pop: 598561 continent: Asia year: 1997","gdpPercap: 972.7700 lifeExp: 59.41200 pop: 123315288 continent: Asia year: 1997","gdpPercap: 734.2852 lifeExp: 56.53400 pop: 11782962 continent: Asia year: 1997","gdpPercap: 2289.2341 lifeExp: 70.42600 pop: 1230075000 continent: Asia year: 1997","gdpPercap: 28377.6322 lifeExp: 80.00000 pop: 6495918 continent: Asia year: 1997","gdpPercap: 1458.8174 lifeExp: 61.76500 pop: 959000000 continent: Asia year: 1997","gdpPercap: 3119.3356 lifeExp: 66.04100 pop: 199278000 continent: Asia year: 1997","gdpPercap: 8263.5903 lifeExp: 68.04200 pop: 63327987 continent: Asia year: 1997","gdpPercap: 3076.2398 lifeExp: 58.81100 pop: 20775703 continent: Asia year: 1997","gdpPercap: 20896.6092 lifeExp: 78.26900 pop: 5531387 continent: Asia year: 1997","gdpPercap: 28816.5850 lifeExp: 80.69000 pop: 125956499 continent: Asia year: 1997","gdpPercap: 3645.3796 lifeExp: 69.77200 pop: 4526235 continent: Asia year: 1997","gdpPercap: 1690.7568 lifeExp: 67.72700 pop: 21585105 continent: Asia year: 1997","gdpPercap: 15993.5280 lifeExp: 74.64700 pop: 46173816 continent: Asia year: 1997","gdpPercap: 40300.6200 lifeExp: 76.15600 pop: 1765345 continent: Asia year: 1997","gdpPercap: 8754.9639 lifeExp: 70.26500 pop: 3430388 continent: Asia year: 1997","gdpPercap: 10132.9096 lifeExp: 71.93800 pop: 20476091 continent: Asia year: 1997","gdpPercap: 1902.2521 lifeExp: 63.62500 pop: 2494803 continent: Asia year: 1997","gdpPercap: 415.0000 lifeExp: 60.32800 pop: 43247867 continent: Asia year: 1997","gdpPercap: 1010.8921 lifeExp: 59.42600 pop: 23001113 continent: Asia year: 1997","gdpPercap: 19702.0558 lifeExp: 72.49900 pop: 2283635 continent: Asia year: 1997","gdpPercap: 2049.3505 lifeExp: 61.81800 pop: 135564834 continent: Asia year: 1997","gdpPercap: 2536.5349 lifeExp: 68.56400 pop: 75012988 continent: Asia year: 1997","gdpPercap: 20586.6902 lifeExp: 70.53300 pop: 21229759 continent: Asia year: 1997","gdpPercap: 33519.4766 lifeExp: 77.15800 pop: 3802309 continent: Asia year: 1997","gdpPercap: 2664.4773 lifeExp: 70.45700 pop: 18698655 continent: Asia year: 1997","gdpPercap: 4014.2390 lifeExp: 71.52700 pop: 15081016 continent: Asia year: 1997","gdpPercap: 20206.8210 lifeExp: 75.25000 pop: 21628605 continent: Asia year: 1997","gdpPercap: 5852.6255 lifeExp: 67.52100 pop: 60216677 continent: Asia year: 1997","gdpPercap: 1385.8968 lifeExp: 70.67200 pop: 76048996 continent: Asia year: 1997","gdpPercap: 7110.6676 lifeExp: 71.09600 pop: 2826046 continent: Asia year: 1997","gdpPercap: 2117.4845 lifeExp: 58.02000 pop: 15826497 continent: Asia year: 1997"],"frame":"1997","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[6.22974485736506,4.16143682775462,9.55716046363316,5.56135506284623,22.0311882061057,5.09976505626188,19.8949946733829,11.1248600529552,7.91894432198437,6.14815581677546,4.996821510238,9.61873616960447,4.87933697599059,6.19398587389432,7.31349596718721,4.45912527233133,4.73493017189637,6.13096464183237,4.59156885664157,7.1995425190145,6.27213749222601,4.55555639612698,9.83746187432396,8.28501337623973,6.17397345098472,4.786265340086,6.02627543671068,5.79648474158815,6.19642432845059,7.81587983704215,8.31604416798564,4.64504538921822,5.84592872493453],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.50420634541484,4.46383210379552,4.44029806949553,3.67818646800884,3.77600261099969,3.99456368956363,4.2054348319286,4.47427959169049,4.37518700371537,4.41312844169945,4.44387110838644,4.27294795225229,4.06865986739997,4.44810468618315,4.38955495174527,4.39225759185182,3.81060972975025,4.48066982350009,4.61577297830881,4.00687591176845,4.24652397692489,3.86608329429534,3.89841362281209,4.08372582458422,4.23454530801608,4.31059346537845,4.40254671890085,4.50698266960368,3.81963801689525,4.41621651155322],"y":[72.95,77.51,77.53,73.244,70.32,73.68,74.01,76.11,77.13,78.64,77.34,77.869,71.04,78.95,76.122,78.82,75.445,78.03,78.32,72.75,75.97,69.72,72.232,72.71,75.13,78.77,79.39,79.37,68.835,77.218],"text":["gdpPercap: 3193.0546 lifeExp: 72.95000 pop: 3428038 continent: Europe year: 1997","gdpPercap: 29095.9207 lifeExp: 77.51000 pop: 8069876 continent: Europe year: 1997","gdpPercap: 27561.1966 lifeExp: 77.53000 pop: 10199787 continent: Europe year: 1997","gdpPercap: 4766.3559 lifeExp: 73.24400 pop: 3607000 continent: Europe year: 1997","gdpPercap: 5970.3888 lifeExp: 70.32000 pop: 8066057 continent: Europe year: 1997","gdpPercap: 9875.6045 lifeExp: 73.68000 pop: 4444595 continent: Europe year: 1997","gdpPercap: 16048.5142 lifeExp: 74.01000 pop: 10300707 continent: Europe year: 1997","gdpPercap: 29804.3457 lifeExp: 76.11000 pop: 5283663 continent: Europe year: 1997","gdpPercap: 23723.9502 lifeExp: 77.13000 pop: 5134406 continent: Europe year: 1997","gdpPercap: 25889.7849 lifeExp: 78.64000 pop: 58623428 continent: Europe year: 1997","gdpPercap: 27788.8842 lifeExp: 77.34000 pop: 82011073 continent: Europe year: 1997","gdpPercap: 18747.6981 lifeExp: 77.86900 pop: 10502372 continent: Europe year: 1997","gdpPercap: 11712.7768 lifeExp: 71.04000 pop: 10244684 continent: Europe year: 1997","gdpPercap: 28061.0997 lifeExp: 78.95000 pop: 271192 continent: Europe year: 1997","gdpPercap: 24521.9471 lifeExp: 76.12200 pop: 3667233 continent: Europe year: 1997","gdpPercap: 24675.0245 lifeExp: 78.82000 pop: 57479469 continent: Europe year: 1997","gdpPercap: 6465.6133 lifeExp: 75.44500 pop: 692651 continent: Europe year: 1997","gdpPercap: 30246.1306 lifeExp: 78.03000 pop: 15604464 continent: Europe year: 1997","gdpPercap: 41283.1643 lifeExp: 78.32000 pop: 4405672 continent: Europe year: 1997","gdpPercap: 10159.5837 lifeExp: 72.75000 pop: 38654957 continent: Europe year: 1997","gdpPercap: 17641.0316 lifeExp: 75.97000 pop: 10156415 continent: Europe year: 1997","gdpPercap: 7346.5476 lifeExp: 69.72000 pop: 22562458 continent: Europe year: 1997","gdpPercap: 7914.3203 lifeExp: 72.23200 pop: 10336594 continent: Europe year: 1997","gdpPercap: 12126.2306 lifeExp: 72.71000 pop: 5383010 continent: Europe year: 1997","gdpPercap: 17161.1073 lifeExp: 75.13000 pop: 2011612 continent: Europe year: 1997","gdpPercap: 20445.2990 lifeExp: 78.77000 pop: 39855442 continent: Europe year: 1997","gdpPercap: 25266.5950 lifeExp: 79.39000 pop: 8897619 continent: Europe year: 1997","gdpPercap: 32135.3230 lifeExp: 79.37000 pop: 7193761 continent: Europe year: 1997","gdpPercap: 6601.4299 lifeExp: 68.83500 pop: 63047647 continent: Europe year: 1997","gdpPercap: 26074.5314 lifeExp: 77.21800 pop: 58808266 continent: Europe year: 1997"],"frame":"1997","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.73459703592327,5.25238184095107,5.43667581443212,4.75964271348471,5.25203068015597,4.86923867431093,5.44490209731285,4.96894499791516,4.95182905364006,7.76206977135104,8.49065092012688,5.46121985625028,5.44034053092579,4.01867988245863,4.7679295668826,7.72298109255789,4.19345622830983,5.83132699215269,4.86439107901769,7.01257741843195,5.43312786339989,6.24819197581726,5.44781757434408,4.98020230394214,4.50654143408469,7.06247394102963,5.32661389538911,5.16949979728486,7.90976327570502,7.76834967482958],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.43133057265871,4.3232606368112],"y":[78.83,77.55],"text":["gdpPercap: 26997.9366 lifeExp: 78.83000 pop: 18565243 continent: Oceania year: 1997","gdpPercap: 21050.4138 lifeExp: 77.55000 pop: 3676187 continent: Oceania year: 1997"],"frame":"1997","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[6.01822009124859,4.76915553333657],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"2002","data":[{"x":[3.72329476297017,3.44299486472841,3.1376319237991,4.04153499514417,3.01604889021829,2.64972760326105,3.28645904069983,2.86846257656144,3.06302615119746,3.03173620582114,2.38231585779586,3.54208587107434,3.21716819554958,3.28063774424357,3.67711438920957,3.88668785576092,2.88386008738691,2.72431973268524,4.0976637773612,2.81992910214529,3.0460987641022,2.97569992380538,2.76019978828656,3.10975220702562,3.10557305073264,2.72548886123795,3.97930600659322,2.95164689546985,2.82309788536057,2.97836759855668,3.19838750516,3.95529396031038,3.51301713676457,2.80182746971617,3.60984240389245,2.77892830470623,3.20824953517551,3.80045348050506,2.89523119595633,3.13132745151062,3.18173936247833,2.84478133195124,2.94550887210244,3.88710768676435,3.29959408660236,3.61575199166669,2.95379554061093,2.94754182937497,3.75761582753152,2.96741738829156,3.03003835364569,2.82739423308876],"y":[70.994,41.003,54.406,46.634,50.65,47.36,49.856,43.308,50.525,62.974,44.966,52.97,46.832,53.373,69.806,49.348,55.24,50.725,56.761,58.041,58.453,53.676,45.504,50.992,44.593,43.753,72.737,57.286,45.009,51.818,62.247,71.954,69.615,44.026,51.479,54.496,46.608,75.744,43.413,64.337,61.6,41.012,45.936,53.365,56.369,43.869,49.651,57.561,73.042,47.813,39.193,39.989],"text":["gdpPercap: 5288.0404 lifeExp: 70.99400 pop: 31287142 continent: Africa year: 2002","gdpPercap: 2773.2873 lifeExp: 41.00300 pop: 10866106 continent: Africa year: 2002","gdpPercap: 1372.8779 lifeExp: 54.40600 pop: 7026113 continent: Africa year: 2002","gdpPercap: 11003.6051 lifeExp: 46.63400 pop: 1630347 continent: Africa year: 2002","gdpPercap: 1037.6452 lifeExp: 50.65000 pop: 12251209 continent: Africa year: 2002","gdpPercap: 446.4035 lifeExp: 47.36000 pop: 7021078 continent: Africa year: 2002","gdpPercap: 1934.0114 lifeExp: 49.85600 pop: 15929988 continent: Africa year: 2002","gdpPercap: 738.6906 lifeExp: 43.30800 pop: 4048013 continent: Africa year: 2002","gdpPercap: 1156.1819 lifeExp: 50.52500 pop: 8835739 continent: Africa year: 2002","gdpPercap: 1075.8116 lifeExp: 62.97400 pop: 614382 continent: Africa year: 2002","gdpPercap: 241.1659 lifeExp: 44.96600 pop: 55379852 continent: Africa year: 2002","gdpPercap: 3484.0620 lifeExp: 52.97000 pop: 3328795 continent: Africa year: 2002","gdpPercap: 1648.8008 lifeExp: 46.83200 pop: 16252726 continent: Africa year: 2002","gdpPercap: 1908.2609 lifeExp: 53.37300 pop: 447416 continent: Africa year: 2002","gdpPercap: 4754.6044 lifeExp: 69.80600 pop: 73312559 continent: Africa year: 2002","gdpPercap: 7703.4959 lifeExp: 49.34800 pop: 495627 continent: Africa year: 2002","gdpPercap: 765.3500 lifeExp: 55.24000 pop: 4414865 continent: Africa year: 2002","gdpPercap: 530.0535 lifeExp: 50.72500 pop: 67946797 continent: Africa year: 2002","gdpPercap: 12521.7139 lifeExp: 56.76100 pop: 1299304 continent: Africa year: 2002","gdpPercap: 660.5856 lifeExp: 58.04100 pop: 1457766 continent: Africa year: 2002","gdpPercap: 1111.9846 lifeExp: 58.45300 pop: 20550751 continent: Africa year: 2002","gdpPercap: 945.5836 lifeExp: 53.67600 pop: 8807818 continent: Africa year: 2002","gdpPercap: 575.7047 lifeExp: 45.50400 pop: 1332459 continent: Africa year: 2002","gdpPercap: 1287.5147 lifeExp: 50.99200 pop: 31386842 continent: Africa year: 2002","gdpPercap: 1275.1846 lifeExp: 44.59300 pop: 2046772 continent: Africa year: 2002","gdpPercap: 531.4824 lifeExp: 43.75300 pop: 2814651 continent: Africa year: 2002","gdpPercap: 9534.6775 lifeExp: 72.73700 pop: 5368585 continent: Africa year: 2002","gdpPercap: 894.6371 lifeExp: 57.28600 pop: 16473477 continent: Africa year: 2002","gdpPercap: 665.4231 lifeExp: 45.00900 pop: 11824495 continent: Africa year: 2002","gdpPercap: 951.4098 lifeExp: 51.81800 pop: 10580176 continent: Africa year: 2002","gdpPercap: 1579.0195 lifeExp: 62.24700 pop: 2828858 continent: Africa year: 2002","gdpPercap: 9021.8159 lifeExp: 71.95400 pop: 1200206 continent: Africa year: 2002","gdpPercap: 3258.4956 lifeExp: 69.61500 pop: 31167783 continent: Africa year: 2002","gdpPercap: 633.6179 lifeExp: 44.02600 pop: 18473780 continent: Africa year: 2002","gdpPercap: 4072.3248 lifeExp: 51.47900 pop: 1972153 continent: Africa year: 2002","gdpPercap: 601.0745 lifeExp: 54.49600 pop: 11140655 continent: Africa year: 2002","gdpPercap: 1615.2864 lifeExp: 46.60800 pop: 119901274 continent: Africa year: 2002","gdpPercap: 6316.1652 lifeExp: 75.74400 pop: 743981 continent: Africa year: 2002","gdpPercap: 785.6538 lifeExp: 43.41300 pop: 7852401 continent: Africa year: 2002","gdpPercap: 1353.0924 lifeExp: 64.33700 pop: 170372 continent: Africa year: 2002","gdpPercap: 1519.6353 lifeExp: 61.60000 pop: 10870037 continent: Africa year: 2002","gdpPercap: 699.4897 lifeExp: 41.01200 pop: 5359092 continent: Africa year: 2002","gdpPercap: 882.0818 lifeExp: 45.93600 pop: 7753310 continent: Africa year: 2002","gdpPercap: 7710.9464 lifeExp: 53.36500 pop: 44433622 continent: Africa year: 2002","gdpPercap: 1993.3983 lifeExp: 56.36900 pop: 37090298 continent: Africa year: 2002","gdpPercap: 4128.1169 lifeExp: 43.86900 pop: 1130269 continent: Africa year: 2002","gdpPercap: 899.0742 lifeExp: 49.65100 pop: 34593779 continent: Africa year: 2002","gdpPercap: 886.2206 lifeExp: 57.56100 pop: 4977378 continent: Africa year: 2002","gdpPercap: 5722.8957 lifeExp: 73.04200 pop: 9770575 continent: Africa year: 2002","gdpPercap: 927.7210 lifeExp: 47.81300 pop: 24739869 continent: Africa year: 2002","gdpPercap: 1071.6139 lifeExp: 39.19300 pop: 10595811 continent: Africa year: 2002","gdpPercap: 672.0386 lifeExp: 39.98900 pop: 11926563 continent: Africa year: 2002"],"frame":"2002","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[6.68765360462949,5.49025796348309,5.15307004708335,4.43167152002983,5.59659219374466,5.15257356881349,5.85269954680804,4.81878912666159,5.321188113261,4.16700590327822,7.65021091537893,4.72042068405086,5.87367386238303,4.10344161501647,8.23361307807713,4.12300569305837,4.86553795650097,8.06737976366055,4.35886844850773,4.39479326767779,6.13526022856304,5.31873367319389,4.36656689773795,6.69229234505384,4.51306113333825,4.64326074908251,4.9785743228948,5.88790001246349,5.56450867195856,5.46747321078132,4.64548522781073,4.33522289225805,6.68209043999837,6.01268081543051,4.49915423493797,5.51185380168693,9.47658203344065,4.20992106529839,5.23224959279767,3.95241163657925,5.4905690966789,4.97750175197792,5.22298335687934,7.24617414851601,6.94636464687384,4.31791066654407,6.83775067728604,4.93354798186492,5.40122342989056,6.36487259618494,5.46872705195209,5.57223514729139],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.9443662219913,3.533169713543,3.91015532932556,4.52282182817099,4.0325697629816,3.76006494525725,3.88781118163342,3.80213355386532,3.65932737995951,3.76140490605942,3.72848110223266,3.68648857464444,3.10392849669425,3.49132367879482,3.84477374052922,4.03110295811444,3.39349602618644,3.86664360592899,3.57791373857608,3.77151546528485,4.27544049889477,4.0592073636829,4.59214454010295,3.88801102487943,3.93475328868817],"y":[74.34,63.883,71.006,79.77,77.86,71.682,78.123,77.158,70.847,74.173,70.734,68.978,58.137,68.565,72.047,74.902,70.836,74.712,70.755,69.906,77.778,68.976,77.31,75.307,72.766],"text":["gdpPercap: 8797.6407 lifeExp: 74.34000 pop: 38331121 continent: Americas year: 2002","gdpPercap: 3413.2627 lifeExp: 63.88300 pop: 8445134 continent: Americas year: 2002","gdpPercap: 8131.2128 lifeExp: 71.00600 pop: 179914212 continent: Americas year: 2002","gdpPercap: 33328.9651 lifeExp: 79.77000 pop: 31902268 continent: Americas year: 2002","gdpPercap: 10778.7838 lifeExp: 77.86000 pop: 15497046 continent: Americas year: 2002","gdpPercap: 5755.2600 lifeExp: 71.68200 pop: 41008227 continent: Americas year: 2002","gdpPercap: 7723.4472 lifeExp: 78.12300 pop: 3834934 continent: Americas year: 2002","gdpPercap: 6340.6467 lifeExp: 77.15800 pop: 11226999 continent: Americas year: 2002","gdpPercap: 4563.8082 lifeExp: 70.84700 pop: 8650322 continent: Americas year: 2002","gdpPercap: 5773.0445 lifeExp: 74.17300 pop: 12921234 continent: Americas year: 2002","gdpPercap: 5351.5687 lifeExp: 70.73400 pop: 6353681 continent: Americas year: 2002","gdpPercap: 4858.3475 lifeExp: 68.97800 pop: 11178650 continent: Americas year: 2002","gdpPercap: 1270.3649 lifeExp: 58.13700 pop: 7607651 continent: Americas year: 2002","gdpPercap: 3099.7287 lifeExp: 68.56500 pop: 6677328 continent: Americas year: 2002","gdpPercap: 6994.7749 lifeExp: 72.04700 pop: 2664659 continent: Americas year: 2002","gdpPercap: 10742.4405 lifeExp: 74.90200 pop: 102479927 continent: Americas year: 2002","gdpPercap: 2474.5488 lifeExp: 70.83600 pop: 5146848 continent: Americas year: 2002","gdpPercap: 7356.0319 lifeExp: 74.71200 pop: 2990875 continent: Americas year: 2002","gdpPercap: 3783.6742 lifeExp: 70.75500 pop: 5884491 continent: Americas year: 2002","gdpPercap: 5909.0201 lifeExp: 69.90600 pop: 26769436 continent: Americas year: 2002","gdpPercap: 18855.6062 lifeExp: 77.77800 pop: 3859606 continent: Americas year: 2002","gdpPercap: 11460.6002 lifeExp: 68.97600 pop: 1101832 continent: Americas year: 2002","gdpPercap: 39097.0995 lifeExp: 77.31000 pop: 287675526 continent: Americas year: 2002","gdpPercap: 7727.0020 lifeExp: 75.30700 pop: 3363085 continent: Americas year: 2002","gdpPercap: 8605.0478 lifeExp: 72.76600 pop: 24287670 continent: Americas year: 2002"],"frame":"2002","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[6.99898518023656,5.28648817484441,10.7587570120287,6.7161567065306,5.82422535033828,7.10968430928441,4.79064413968199,5.51859013039926,5.30481476352497,5.64585704588253,5.08509456823292,5.51482129206629,5.20925341793951,5.11824263236233,4.61941619152251,9.0462373840633,4.95326536726553,4.67046050008656,5.03548742736442,6.46907650831231,4.79394296726283,4.31071003272158,12.6053124507631,4.72534285919726,6.34107798476061],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.86137551173474,4.36928191099016,3.05552756769812,2.95241754629121,3.49405448539833,4.48013656712865,3.24223558874779,3.45847359725269,3.96570778376274,3.64253547677859,4.34055505676126,4.45643575609251,3.58488699106174,3.21662982175713,4.28406934482008,4.54543213642878,3.96913338134411,4.00889717614582,3.33056378664279,2.78604121024255,3.02415974699117,4.29611290952744,3.32070955616155,3.42339679667222,4.27908585036826,4.5565811487931,3.47934188189776,3.61182155267593,4.36615058862194,3.77182165229835,3.24661099952182,3.6547046515929,3.34924271003421],"y":[42.129,74.795,62.013,56.752,72.028,81.495,62.879,68.588,69.451,57.046,79.696,82,71.263,66.662,77.045,76.904,71.028,73.044,65.033,59.908,61.34,74.193,63.61,70.303,71.626,78.77,70.815,73.053,76.99,68.564,73.017,72.37,60.308],"text":["gdpPercap: 726.7341 lifeExp: 42.12900 pop: 25268405 continent: Asia year: 2002","gdpPercap: 23403.5593 lifeExp: 74.79500 pop: 656397 continent: Asia year: 2002","gdpPercap: 1136.3904 lifeExp: 62.01300 pop: 135656790 continent: Asia year: 2002","gdpPercap: 896.2260 lifeExp: 56.75200 pop: 12926707 continent: Asia year: 2002","gdpPercap: 3119.2809 lifeExp: 72.02800 pop: 1280400000 continent: Asia year: 2002","gdpPercap: 30209.0152 lifeExp: 81.49500 pop: 6762476 continent: Asia year: 2002","gdpPercap: 1746.7695 lifeExp: 62.87900 pop: 1034172547 continent: Asia year: 2002","gdpPercap: 2873.9129 lifeExp: 68.58800 pop: 211060000 continent: Asia year: 2002","gdpPercap: 9240.7620 lifeExp: 69.45100 pop: 66907826 continent: Asia year: 2002","gdpPercap: 4390.7173 lifeExp: 57.04600 pop: 24001816 continent: Asia year: 2002","gdpPercap: 21905.5951 lifeExp: 79.69600 pop: 6029529 continent: Asia year: 2002","gdpPercap: 28604.5919 lifeExp: 82.00000 pop: 127065841 continent: Asia year: 2002","gdpPercap: 3844.9172 lifeExp: 71.26300 pop: 5307470 continent: Asia year: 2002","gdpPercap: 1646.7582 lifeExp: 66.66200 pop: 22215365 continent: Asia year: 2002","gdpPercap: 19233.9882 lifeExp: 77.04500 pop: 47969150 continent: Asia year: 2002","gdpPercap: 35110.1057 lifeExp: 76.90400 pop: 2111561 continent: Asia year: 2002","gdpPercap: 9313.9388 lifeExp: 71.02800 pop: 3677780 continent: Asia year: 2002","gdpPercap: 10206.9779 lifeExp: 73.04400 pop: 22662365 continent: Asia year: 2002","gdpPercap: 2140.7393 lifeExp: 65.03300 pop: 2674234 continent: Asia year: 2002","gdpPercap: 611.0000 lifeExp: 59.90800 pop: 45598081 continent: Asia year: 2002","gdpPercap: 1057.2063 lifeExp: 61.34000 pop: 25873917 continent: Asia year: 2002","gdpPercap: 19774.8369 lifeExp: 74.19300 pop: 2713462 continent: Asia year: 2002","gdpPercap: 2092.7124 lifeExp: 63.61000 pop: 153403524 continent: Asia year: 2002","gdpPercap: 2650.9211 lifeExp: 70.30300 pop: 82995088 continent: Asia year: 2002","gdpPercap: 19014.5412 lifeExp: 71.62600 pop: 24501530 continent: Asia year: 2002","gdpPercap: 36023.1054 lifeExp: 78.77000 pop: 4197776 continent: Asia year: 2002","gdpPercap: 3015.3788 lifeExp: 70.81500 pop: 19576783 continent: Asia year: 2002","gdpPercap: 4090.9253 lifeExp: 73.05300 pop: 17155814 continent: Asia year: 2002","gdpPercap: 23235.4233 lifeExp: 76.99000 pop: 22454239 continent: Asia year: 2002","gdpPercap: 5913.1875 lifeExp: 68.56400 pop: 62806748 continent: Asia year: 2002","gdpPercap: 1764.4567 lifeExp: 73.01700 pop: 80908147 continent: Asia year: 2002","gdpPercap: 4515.4876 lifeExp: 72.37000 pop: 3389578 continent: Asia year: 2002","gdpPercap: 2234.8208 lifeExp: 60.30800 pop: 18701257 continent: Asia year: 2002"],"frame":"2002","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[6.39240941132393,4.18142098614144,9.83951703708244,5.64625410512193,22.4008207664676,5.12682802767796,20.5147344169318,11.3389462438085,8.03444160864985,6.32592171019221,5.05102888230009,9.64440595754714,4.97165232517701,6.22907880887485,7.38163254457496,4.52492558185138,4.76937348508776,6.25366612948596,4.6209585412815,7.291365719097,6.42360423751136,4.62724812522648,10.2238889588153,8.51885057307357,6.35235867803222,4.8381231828813,6.0785921767145,5.93127817415078,6.24224865836307,7.90185757494318,8.45884156084186,4.72912833910691,6.02643225696975],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.66315528761115,4.5107809622285,4.48409878922788,3.77952255671775,3.886308944764,4.06551954975935,4.24541914180452,4.50740380919791,4.45031979970118,4.4612888674186,4.47763923244914,4.35245757681066,4.17154906033606,4.49364207422891,4.53246198371447,4.44666293536129,3.81671805149487,4.52794883913899,4.6501518025891,4.07926227349578,4.30039780818413,3.89682152995671,3.85950307462284,4.13477547215859,4.31513072415055,4.3950724122632,4.46748425007351,4.53757931986706,3.81345326439531,4.46951273516943],"y":[75.651,78.98,78.32,74.09,72.14,74.876,75.51,77.18,78.37,79.59,78.67,78.256,72.59,80.5,77.783,80.24,73.981,78.53,79.05,74.67,77.29,71.322,73.213,73.8,76.66,79.78,80.04,80.62,70.845,78.471],"text":["gdpPercap: 4604.2117 lifeExp: 75.65100 pop: 3508512 continent: Europe year: 2002","gdpPercap: 32417.6077 lifeExp: 78.98000 pop: 8148312 continent: Europe year: 2002","gdpPercap: 30485.8838 lifeExp: 78.32000 pop: 10311970 continent: Europe year: 2002","gdpPercap: 6018.9752 lifeExp: 74.09000 pop: 4165416 continent: Europe year: 2002","gdpPercap: 7696.7777 lifeExp: 72.14000 pop: 7661799 continent: Europe year: 2002","gdpPercap: 11628.3890 lifeExp: 74.87600 pop: 4481020 continent: Europe year: 2002","gdpPercap: 17596.2102 lifeExp: 75.51000 pop: 10256295 continent: Europe year: 2002","gdpPercap: 32166.5001 lifeExp: 77.18000 pop: 5374693 continent: Europe year: 2002","gdpPercap: 28204.5906 lifeExp: 78.37000 pop: 5193039 continent: Europe year: 2002","gdpPercap: 28926.0323 lifeExp: 79.59000 pop: 59925035 continent: Europe year: 2002","gdpPercap: 30035.8020 lifeExp: 78.67000 pop: 82350671 continent: Europe year: 2002","gdpPercap: 22514.2548 lifeExp: 78.25600 pop: 10603863 continent: Europe year: 2002","gdpPercap: 14843.9356 lifeExp: 72.59000 pop: 10083313 continent: Europe year: 2002","gdpPercap: 31163.2020 lifeExp: 80.50000 pop: 288030 continent: Europe year: 2002","gdpPercap: 34077.0494 lifeExp: 77.78300 pop: 3879155 continent: Europe year: 2002","gdpPercap: 27968.0982 lifeExp: 80.24000 pop: 57926999 continent: Europe year: 2002","gdpPercap: 6557.1943 lifeExp: 73.98100 pop: 720230 continent: Europe year: 2002","gdpPercap: 33724.7578 lifeExp: 78.53000 pop: 16122830 continent: Europe year: 2002","gdpPercap: 44683.9753 lifeExp: 79.05000 pop: 4535591 continent: Europe year: 2002","gdpPercap: 12002.2391 lifeExp: 74.67000 pop: 38625976 continent: Europe year: 2002","gdpPercap: 19970.9079 lifeExp: 77.29000 pop: 10433867 continent: Europe year: 2002","gdpPercap: 7885.3601 lifeExp: 71.32200 pop: 22404337 continent: Europe year: 2002","gdpPercap: 7236.0753 lifeExp: 73.21300 pop: 10111559 continent: Europe year: 2002","gdpPercap: 13638.7784 lifeExp: 73.80000 pop: 5410052 continent: Europe year: 2002","gdpPercap: 20660.0194 lifeExp: 76.66000 pop: 2011497 continent: Europe year: 2002","gdpPercap: 24835.4717 lifeExp: 79.78000 pop: 40152517 continent: Europe year: 2002","gdpPercap: 29341.6309 lifeExp: 80.04000 pop: 8954175 continent: Europe year: 2002","gdpPercap: 34480.9577 lifeExp: 80.62000 pop: 7361757 continent: Europe year: 2002","gdpPercap: 6508.0857 lifeExp: 70.84500 pop: 67308928 continent: Europe year: 2002","gdpPercap: 29478.9992 lifeExp: 78.47100 pop: 59912431 continent: Europe year: 2002"],"frame":"2002","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.74593966498109,5.25957567991069,5.44581765807458,4.83397560636388,5.21437279574984,4.87375570842874,5.44128696320049,4.97926393108106,4.95858238464146,7.80608374842554,8.50040206921857,5.46937241521737,5.42713062454377,4.02803116888538,4.79654921407843,7.73831899713335,4.20238228880953,5.8652574554469,4.88048833267087,7.01136333960039,5.45569457816322,6.23950323557946,5.42945049157738,4.98324828553152,4.50652001376688,7.07470484169445,5.33155626652348,5.18577111121759,8.04718774035751,7.80565984994218],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.4869651144324,4.365297028372],"y":[80.37,79.11],"text":["gdpPercap: 30687.7547 lifeExp: 80.37000 pop: 19546792 continent: Oceania year: 2002","gdpPercap: 23189.8014 lifeExp: 79.11000 pop: 3908037 continent: Oceania year: 2002"],"frame":"2002","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[6.07682503621884,4.80038754728494],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]},{"name":"2007","data":[{"x":[3.79402544509666,3.68099065562682,3.1587498285201,4.09933015629768,3.08530235219712,2.63353984732021,3.31007599301138,2.848814873635,3.23148583131337,2.99394204506796,2.44334414004637,3.56021253312911,3.18885823537455,3.31858116595608,3.74672610693845,4.08472243900371,2.80710831941093,2.83935583435696,4.12078722664154,2.87665060639063,3.1230701584329,2.9743524119827,2.76285235400399,3.16531831968284,3.19571467604724,2.61753222691212,4.08125724466051,3.01902074595738,2.88044194586588,3.0181100381011,3.25603221652431,4.03969130967891,3.58208328429303,2.91576148434958,3.68224081186337,2.79216530171644,3.30405457229069,3.88480230343241,2.93605531183875,3.20369500466057,3.23362351372365,2.93577962517273,2.96667714274902,3.96706370233863,3.41537321502711,3.65451158423759,3.04433674769752,2.94594592049266,3.85082524675123,3.02382022004224,3.10421784482941,2.67182915731664],"y":[72.301,42.731,56.728,50.728,52.295,49.58,50.43,44.741,50.651,65.152,46.462,55.322,48.328,54.791,71.338,51.579,58.04,52.947,56.735,59.448,60.022,56.007,46.388,54.11,42.592,45.678,73.952,59.443,48.303,54.467,64.164,72.801,71.164,42.082,52.906,56.867,46.859,76.442,46.242,65.528,63.062,42.568,48.159,49.339,58.556,39.613,52.517,58.42,73.923,51.542,42.384,43.487],"text":["gdpPercap: 6223.3675 lifeExp: 72.30100 pop: 33333216 continent: Africa year: 2007","gdpPercap: 4797.2313 lifeExp: 42.73100 pop: 12420476 continent: Africa year: 2007","gdpPercap: 1441.2849 lifeExp: 56.72800 pop: 8078314 continent: Africa year: 2007","gdpPercap: 12569.8518 lifeExp: 50.72800 pop: 1639131 continent: Africa year: 2007","gdpPercap: 1217.0330 lifeExp: 52.29500 pop: 14326203 continent: Africa year: 2007","gdpPercap: 430.0707 lifeExp: 49.58000 pop: 8390505 continent: Africa year: 2007","gdpPercap: 2042.0952 lifeExp: 50.43000 pop: 17696293 continent: Africa year: 2007","gdpPercap: 706.0165 lifeExp: 44.74100 pop: 4369038 continent: Africa year: 2007","gdpPercap: 1704.0637 lifeExp: 50.65100 pop: 10238807 continent: Africa year: 2007","gdpPercap: 986.1479 lifeExp: 65.15200 pop: 710960 continent: Africa year: 2007","gdpPercap: 277.5519 lifeExp: 46.46200 pop: 64606759 continent: Africa year: 2007","gdpPercap: 3632.5578 lifeExp: 55.32200 pop: 3800610 continent: Africa year: 2007","gdpPercap: 1544.7501 lifeExp: 48.32800 pop: 18013409 continent: Africa year: 2007","gdpPercap: 2082.4816 lifeExp: 54.79100 pop: 496374 continent: Africa year: 2007","gdpPercap: 5581.1810 lifeExp: 71.33800 pop: 80264543 continent: Africa year: 2007","gdpPercap: 12154.0897 lifeExp: 51.57900 pop: 551201 continent: Africa year: 2007","gdpPercap: 641.3695 lifeExp: 58.04000 pop: 4906585 continent: Africa year: 2007","gdpPercap: 690.8056 lifeExp: 52.94700 pop: 76511887 continent: Africa year: 2007","gdpPercap: 13206.4845 lifeExp: 56.73500 pop: 1454867 continent: Africa year: 2007","gdpPercap: 752.7497 lifeExp: 59.44800 pop: 1688359 continent: Africa year: 2007","gdpPercap: 1327.6089 lifeExp: 60.02200 pop: 22873338 continent: Africa year: 2007","gdpPercap: 942.6542 lifeExp: 56.00700 pop: 9947814 continent: Africa year: 2007","gdpPercap: 579.2317 lifeExp: 46.38800 pop: 1472041 continent: Africa year: 2007","gdpPercap: 1463.2493 lifeExp: 54.11000 pop: 35610177 continent: Africa year: 2007","gdpPercap: 1569.3314 lifeExp: 42.59200 pop: 2012649 continent: Africa year: 2007","gdpPercap: 414.5073 lifeExp: 45.67800 pop: 3193942 continent: Africa year: 2007","gdpPercap: 12057.4993 lifeExp: 73.95200 pop: 6036914 continent: Africa year: 2007","gdpPercap: 1044.7701 lifeExp: 59.44300 pop: 19167654 continent: Africa year: 2007","gdpPercap: 759.3499 lifeExp: 48.30300 pop: 13327079 continent: Africa year: 2007","gdpPercap: 1042.5816 lifeExp: 54.46700 pop: 12031795 continent: Africa year: 2007","gdpPercap: 1803.1515 lifeExp: 64.16400 pop: 3270065 continent: Africa year: 2007","gdpPercap: 10956.9911 lifeExp: 72.80100 pop: 1250882 continent: Africa year: 2007","gdpPercap: 3820.1752 lifeExp: 71.16400 pop: 33757175 continent: Africa year: 2007","gdpPercap: 823.6856 lifeExp: 42.08200 pop: 19951656 continent: Africa year: 2007","gdpPercap: 4811.0604 lifeExp: 52.90600 pop: 2055080 continent: Africa year: 2007","gdpPercap: 619.6769 lifeExp: 56.86700 pop: 12894865 continent: Africa year: 2007","gdpPercap: 2013.9773 lifeExp: 46.85900 pop: 135031164 continent: Africa year: 2007","gdpPercap: 7670.1226 lifeExp: 76.44200 pop: 798094 continent: Africa year: 2007","gdpPercap: 863.0885 lifeExp: 46.24200 pop: 8860588 continent: Africa year: 2007","gdpPercap: 1598.4351 lifeExp: 65.52800 pop: 199579 continent: Africa year: 2007","gdpPercap: 1712.4721 lifeExp: 63.06200 pop: 12267493 continent: Africa year: 2007","gdpPercap: 862.5408 lifeExp: 42.56800 pop: 6144562 continent: Africa year: 2007","gdpPercap: 926.1411 lifeExp: 48.15900 pop: 9118773 continent: Africa year: 2007","gdpPercap: 9269.6578 lifeExp: 49.33900 pop: 43997828 continent: Africa year: 2007","gdpPercap: 2602.3950 lifeExp: 58.55600 pop: 42292929 continent: Africa year: 2007","gdpPercap: 4513.4806 lifeExp: 39.61300 pop: 1133066 continent: Africa year: 2007","gdpPercap: 1107.4822 lifeExp: 52.51700 pop: 38139640 continent: Africa year: 2007","gdpPercap: 882.9699 lifeExp: 58.42000 pop: 5701579 continent: Africa year: 2007","gdpPercap: 7092.9230 lifeExp: 73.92300 pop: 10276158 continent: Africa year: 2007","gdpPercap: 1056.3801 lifeExp: 51.54200 pop: 29170398 continent: Africa year: 2007","gdpPercap: 1271.2116 lifeExp: 42.38400 pop: 11746035 continent: Africa year: 2007","gdpPercap: 469.7093 lifeExp: 43.48700 pop: 12311143 continent: Africa year: 2007"],"frame":"2007","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(248,118,109,1)","opacity":1,"size":[6.78141567363601,5.60916310052617,5.25315742662549,4.43349292770513,5.74515504218073,5.28157123595935,5.96502700477975,4.85980869173272,5.43986128106108,4.19940318619505,7.96056798481337,4.78603678510862,5.98458807486084,4.12330006730589,8.44017914659041,4.14425794123407,4.92521092462814,8.3298404075328,4.39415489360909,4.44360816325062,6.26518625790228,5.4159562529718,4.3979270812629,6.88242913471252,4.50673456097523,4.70080810087858,5.05181513798442,6.05436696484972,5.67507501206696,5.58016642395745,4.71192989429848,4.34743759461436,6.80047979852492,6.10056706949888,4.51459323489069,5.64394282305712,9.82552087047061,4.22662252986293,5.32336922251346,3.97394718848235,5.59780533155275,5.06322138159786,5.34585157997376,7.22910914820607,7.1615207433648,4.31861370963622,6.99092116032464,5.01560903206772,5.44290478139291,6.58735990647694,5.55854649352128,5.60105321686297],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(248,118,109,1)"}},"hoveron":"points","name":"Africa","legendgroup":"Africa","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.10650977201769,3.58230625931688,3.95740617340857,4.56013669242519,4.11963981438709,3.84550611104731,3.98430499758718,3.95173097080165,3.77998406330737,3.83716291957619,3.75802981175127,3.71483669984604,3.0797733480287,3.55002410662006,3.86456330372846,4.07836889751077,3.43922544380543,3.99163295350919,3.6204315729333,3.86975405900188,4.28620284789525,4.25547776303394,4.632979883279,4.02577526370184,4.05750656798335],"y":[75.32,65.554,72.39,80.653,78.553,72.889,78.782,78.273,72.235,74.994,71.878,70.259,60.916,70.198,72.567,76.195,72.899,75.537,71.752,71.421,78.746,69.819,78.242,76.384,73.747],"text":["gdpPercap: 12779.3796 lifeExp: 75.32000 pop: 40301927 continent: Americas year: 2007","gdpPercap: 3822.1371 lifeExp: 65.55400 pop: 9119152 continent: Americas year: 2007","gdpPercap: 9065.8008 lifeExp: 72.39000 pop: 190010647 continent: Americas year: 2007","gdpPercap: 36319.2350 lifeExp: 80.65300 pop: 33390141 continent: Americas year: 2007","gdpPercap: 13171.6388 lifeExp: 78.55300 pop: 16284741 continent: Americas year: 2007","gdpPercap: 7006.5804 lifeExp: 72.88900 pop: 44227550 continent: Americas year: 2007","gdpPercap: 9645.0614 lifeExp: 78.78200 pop: 4133884 continent: Americas year: 2007","gdpPercap: 8948.1029 lifeExp: 78.27300 pop: 11416987 continent: Americas year: 2007","gdpPercap: 6025.3748 lifeExp: 72.23500 pop: 9319622 continent: Americas year: 2007","gdpPercap: 6873.2623 lifeExp: 74.99400 pop: 13755680 continent: Americas year: 2007","gdpPercap: 5728.3535 lifeExp: 71.87800 pop: 6939688 continent: Americas year: 2007","gdpPercap: 5186.0500 lifeExp: 70.25900 pop: 12572928 continent: Americas year: 2007","gdpPercap: 1201.6372 lifeExp: 60.91600 pop: 8502814 continent: Americas year: 2007","gdpPercap: 3548.3308 lifeExp: 70.19800 pop: 7483763 continent: Americas year: 2007","gdpPercap: 7320.8803 lifeExp: 72.56700 pop: 2780132 continent: Americas year: 2007","gdpPercap: 11977.5750 lifeExp: 76.19500 pop: 108700891 continent: Americas year: 2007","gdpPercap: 2749.3210 lifeExp: 72.89900 pop: 5675356 continent: Americas year: 2007","gdpPercap: 9809.1856 lifeExp: 75.53700 pop: 3242173 continent: Americas year: 2007","gdpPercap: 4172.8385 lifeExp: 71.75200 pop: 6667147 continent: Americas year: 2007","gdpPercap: 7408.9056 lifeExp: 71.42100 pop: 28674757 continent: Americas year: 2007","gdpPercap: 19328.7090 lifeExp: 78.74600 pop: 3942491 continent: Americas year: 2007","gdpPercap: 18008.5092 lifeExp: 69.81900 pop: 1056608 continent: Americas year: 2007","gdpPercap: 42951.6531 lifeExp: 78.24200 pop: 301139947 continent: Americas year: 2007","gdpPercap: 10611.4630 lifeExp: 76.38400 pop: 3447496 continent: Americas year: 2007","gdpPercap: 11415.8057 lifeExp: 73.74700 pop: 26084662 continent: Americas year: 2007"],"frame":"2007","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(163,165,0,1)","opacity":1,"size":[7.08083908789353,5.34588434552136,10.9519780551873,6.78398244553847,5.87574303324178,7.23811519062469,4.8299184006764,5.53332138741856,5.36312049040391,5.70545006871628,5.14452302174754,5.62041173828391,5.29166236968227,5.19747101002933,4.6378318725182,9.20382905687549,5.01273292399984,4.70787025774002,5.11721240330114,6.56335384348514,4.80494759043814,4.2990531813064,12.8095346420308,4.73735190966889,6.43437543306199],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(163,165,0,1)"}},"hoveron":"points","name":"Americas","legendgroup":"Americas","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[2.98881764549129,4.47415867018597,3.143406361057,3.23395473727517,3.6954041667466,4.59906367268864,3.38955773121288,3.54908318988216,4.06467188236304,3.65041068311967,4.40693643553008,4.50045697098462,3.65508665949928,3.20223362703668,4.3682522837381,4.67492531406996,4.01957563822304,4.09522710701315,3.49076900592376,2.97497199429807,3.03796794384465,4.34862010618943,3.41596567540354,3.50385616482709,4.33555481758265,4.67341887079622,3.59880094359832,3.62164856315343,4.45815837772449,3.87264545733796,3.38767031916547,3.4807755960326,3.35808147396803],"y":[43.828,75.635,64.062,59.723,72.961,82.208,64.698,70.65,70.964,59.545,80.745,82.603,72.535,67.297,78.623,77.588,71.993,74.241,66.803,62.069,63.785,75.64,65.483,71.688,72.777,79.972,72.396,74.143,78.4,70.616,74.249,73.422,62.698],"text":["gdpPercap: 974.5803 lifeExp: 43.82800 pop: 31889923 continent: Asia year: 2007","gdpPercap: 29796.0483 lifeExp: 75.63500 pop: 708573 continent: Asia year: 2007","gdpPercap: 1391.2538 lifeExp: 64.06200 pop: 150448339 continent: Asia year: 2007","gdpPercap: 1713.7787 lifeExp: 59.72300 pop: 14131858 continent: Asia year: 2007","gdpPercap: 4959.1149 lifeExp: 72.96100 pop: 1318683096 continent: Asia year: 2007","gdpPercap: 39724.9787 lifeExp: 82.20800 pop: 6980412 continent: Asia year: 2007","gdpPercap: 2452.2104 lifeExp: 64.69800 pop: 1110396331 continent: Asia year: 2007","gdpPercap: 3540.6516 lifeExp: 70.65000 pop: 223547000 continent: Asia year: 2007","gdpPercap: 11605.7145 lifeExp: 70.96400 pop: 69453570 continent: Asia year: 2007","gdpPercap: 4471.0619 lifeExp: 59.54500 pop: 27499638 continent: Asia year: 2007","gdpPercap: 25523.2771 lifeExp: 80.74500 pop: 6426679 continent: Asia year: 2007","gdpPercap: 31656.0681 lifeExp: 82.60300 pop: 127467972 continent: Asia year: 2007","gdpPercap: 4519.4612 lifeExp: 72.53500 pop: 6053193 continent: Asia year: 2007","gdpPercap: 1593.0655 lifeExp: 67.29700 pop: 23301725 continent: Asia year: 2007","gdpPercap: 23348.1397 lifeExp: 78.62300 pop: 49044790 continent: Asia year: 2007","gdpPercap: 47306.9898 lifeExp: 77.58800 pop: 2505559 continent: Asia year: 2007","gdpPercap: 10461.0587 lifeExp: 71.99300 pop: 3921278 continent: Asia year: 2007","gdpPercap: 12451.6558 lifeExp: 74.24100 pop: 24821286 continent: Asia year: 2007","gdpPercap: 3095.7723 lifeExp: 66.80300 pop: 2874127 continent: Asia year: 2007","gdpPercap: 944.0000 lifeExp: 62.06900 pop: 47761980 continent: Asia year: 2007","gdpPercap: 1091.3598 lifeExp: 63.78500 pop: 28901790 continent: Asia year: 2007","gdpPercap: 22316.1929 lifeExp: 75.64000 pop: 3204897 continent: Asia year: 2007","gdpPercap: 2605.9476 lifeExp: 65.48300 pop: 169270617 continent: Asia year: 2007","gdpPercap: 3190.4810 lifeExp: 71.68800 pop: 91077287 continent: Asia year: 2007","gdpPercap: 21654.8319 lifeExp: 72.77700 pop: 27601038 continent: Asia year: 2007","gdpPercap: 47143.1796 lifeExp: 79.97200 pop: 4553009 continent: Asia year: 2007","gdpPercap: 3970.0954 lifeExp: 72.39600 pop: 20378239 continent: Asia year: 2007","gdpPercap: 4184.5481 lifeExp: 74.14300 pop: 19314747 continent: Asia year: 2007","gdpPercap: 28718.2768 lifeExp: 78.40000 pop: 23174294 continent: Asia year: 2007","gdpPercap: 7458.3963 lifeExp: 70.61600 pop: 65068149 continent: Asia year: 2007","gdpPercap: 2441.5764 lifeExp: 74.24900 pop: 85262356 continent: Asia year: 2007","gdpPercap: 3025.3498 lifeExp: 73.42200 pop: 4018332 continent: Asia year: 2007","gdpPercap: 2280.7699 lifeExp: 62.69800 pop: 22211743 continent: Asia year: 2007"],"frame":"2007","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,191,125,1)","opacity":1,"size":[6.71558739699282,4.19863264687071,10.1614900726804,5.73172048939827,22.6771653543307,5.14855708140615,21.1205402682473,11.5594148558261,8.11470386485058,6.50559305055587,5.09264413971763,9.65368342737031,5.05354659371464,6.28841547533498,7.42184471934358,4.59336052738998,4.80214242094489,6.36913351462516,4.65253547397575,7.37383594677554,6.57437563884042,4.70241691481624,10.5490958519468,8.74441149281797,6.51062533724067,4.88262860423678,6.12532278535359,6.06310617581803,6.28152808456905,7.97548473283114,8.58319526470405,4.81491451336199,6.22887857200951],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,191,125,1)"}},"hoveron":"points","name":"Asia","legendgroup":"Asia","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[3.77356920876217,4.55782580062218,4.52753459151331,3.87194045947979,4.02860349094832,4.16492428251317,4.35856884462783,4.54750911081685,4.52123074598147,4.48387269225076,4.50745611553652,4.43993889119905,4.25548825822109,4.55847803563392,4.60933819969144,4.45590597950278,3.96632461957789,4.56582342810493,4.69335042800253,4.18723649435127,4.31195820191596,4.03376444688129,3.990628940935,4.27133768016358,4.41108505321789,4.4597100052953,4.52968372605252,4.57410560181062,3.92728187211911,4.52118074293136],"y":[76.423,79.829,79.441,74.852,73.005,75.748,76.486,78.332,79.313,80.657,79.406,79.483,73.338,81.757,78.885,80.546,74.543,79.762,80.196,75.563,78.098,72.476,74.002,74.663,77.926,80.941,80.884,81.701,71.777,79.425],"text":["gdpPercap: 5937.0295 lifeExp: 76.42300 pop: 3600523 continent: Europe year: 2007","gdpPercap: 36126.4927 lifeExp: 79.82900 pop: 8199783 continent: Europe year: 2007","gdpPercap: 33692.6051 lifeExp: 79.44100 pop: 10392226 continent: Europe year: 2007","gdpPercap: 7446.2988 lifeExp: 74.85200 pop: 4552198 continent: Europe year: 2007","gdpPercap: 10680.7928 lifeExp: 73.00500 pop: 7322858 continent: Europe year: 2007","gdpPercap: 14619.2227 lifeExp: 75.74800 pop: 4493312 continent: Europe year: 2007","gdpPercap: 22833.3085 lifeExp: 76.48600 pop: 10228744 continent: Europe year: 2007","gdpPercap: 35278.4187 lifeExp: 78.33200 pop: 5468120 continent: Europe year: 2007","gdpPercap: 33207.0844 lifeExp: 79.31300 pop: 5238460 continent: Europe year: 2007","gdpPercap: 30470.0167 lifeExp: 80.65700 pop: 61083916 continent: Europe year: 2007","gdpPercap: 32170.3744 lifeExp: 79.40600 pop: 82400996 continent: Europe year: 2007","gdpPercap: 27538.4119 lifeExp: 79.48300 pop: 10706290 continent: Europe year: 2007","gdpPercap: 18008.9444 lifeExp: 73.33800 pop: 9956108 continent: Europe year: 2007","gdpPercap: 36180.7892 lifeExp: 81.75700 pop: 301931 continent: Europe year: 2007","gdpPercap: 40675.9964 lifeExp: 78.88500 pop: 4109086 continent: Europe year: 2007","gdpPercap: 28569.7197 lifeExp: 80.54600 pop: 58147733 continent: Europe year: 2007","gdpPercap: 9253.8961 lifeExp: 74.54300 pop: 684736 continent: Europe year: 2007","gdpPercap: 36797.9333 lifeExp: 79.76200 pop: 16570613 continent: Europe year: 2007","gdpPercap: 49357.1902 lifeExp: 80.19600 pop: 4627926 continent: Europe year: 2007","gdpPercap: 15389.9247 lifeExp: 75.56300 pop: 38518241 continent: Europe year: 2007","gdpPercap: 20509.6478 lifeExp: 78.09800 pop: 10642836 continent: Europe year: 2007","gdpPercap: 10808.4756 lifeExp: 72.47600 pop: 22276056 continent: Europe year: 2007","gdpPercap: 9786.5347 lifeExp: 74.00200 pop: 10150265 continent: Europe year: 2007","gdpPercap: 18678.3144 lifeExp: 74.66300 pop: 5447502 continent: Europe year: 2007","gdpPercap: 25768.2576 lifeExp: 77.92600 pop: 2009245 continent: Europe year: 2007","gdpPercap: 28821.0637 lifeExp: 80.94100 pop: 40448191 continent: Europe year: 2007","gdpPercap: 33859.7484 lifeExp: 80.88400 pop: 9031088 continent: Europe year: 2007","gdpPercap: 37506.4191 lifeExp: 81.70100 pop: 7554661 continent: Europe year: 2007","gdpPercap: 8458.2764 lifeExp: 71.77700 pop: 71158647 continent: Europe year: 2007","gdpPercap: 33203.2613 lifeExp: 79.42500 pop: 60776238 continent: Europe year: 2007"],"frame":"2007","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(0,176,246,1)","opacity":1,"size":[4.75874743208563,5.26427745511581,5.45232710063564,4.88252904317294,5.18202032913135,4.87527582705415,5.43904035539594,4.98976309678231,4.96378748960587,7.84487044138141,8.50184537820414,5.47756047652991,5.41664243647388,4.03549402384874,4.82671661313276,7.74586222832677,4.19085873419393,5.89412955461348,4.89178722960545,7.00684607506751,5.47249260213473,6.2324315885846,5.43262415975469,4.9874539288031,4.50610042079873,7.08683314977311,5.33825246786581,5.2042257127932,8.16764071293979,7.83460891202155],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(0,176,246,1)"}},"hoveron":"points","name":"Europe","legendgroup":"Europe","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true},{"x":[4.53700472145269,4.40114211228811],"y":[81.235,80.204],"text":["gdpPercap: 34435.3674 lifeExp: 81.23500 pop: 20434176 continent: Oceania year: 2007","gdpPercap: 25185.0091 lifeExp: 80.20400 pop: 4115771 continent: Oceania year: 2007"],"frame":"2007","type":"scatter","mode":"markers","marker":{"autocolorscale":false,"color":"rgba(231,107,243,1)","opacity":1,"size":[6.12854960612424,4.8275807082384],"symbol":"circle","line":{"width":1.88976377952756,"color":"rgba(231,107,243,1)"}},"hoveron":"points","name":"Oceania","legendgroup":"Oceania","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","visible":true}],"traces":[0,1,2,3,4]}],"shinyEvents":["plotly_hover","plotly_click","plotly_selected","plotly_relayout","plotly_brushed","plotly_brushing","plotly_clickannotation","plotly_doubleclick","plotly_deselect","plotly_afterplot","plotly_sunburstclick"],"base_url":"https://plot.ly"},"evals":[],"jsHooks":[]}</script>
---
class: inverse, center, middle

## Benefit #2

## transparency as a means of supercharging research cycle

---
class: center, middle

# So how are we doing?

.img-attr[Reproducible Research in Computational Science
_ROGER D. PENG, SCIENCE 02 DEC 2011 : 1226-1227_
]

---
background-image: url(assets/annie-spratt-fallen-tree.jpg)
background-size: cover
class: center, middle

.bg-white[

# If a paper claims to be reproducible but nobody checks it, is it really reproducible?

]

---
class: center

# Practice

***

### The less you do, the more you s**k

---

# Reprohack

#### One day reproducibility hackathons

***

- ### How reproducible are papers?

- ### How can we practice reproducibility?

---

# ReproHack History

#### OpenCon Satellite: Berlin, 2016

#### OpenCon Satellite: London, 2017

--

Inspired by Owen Petchey's [Reproducible Research in Ecology, Evolution, Behaviour, and Environmental Studies](https://github.com/opetchey/RREEBES) course,

- Reproduce published results from raw data
- Over a few months and a number of sessions

### **ReproHack mission:  Reproduce paper in a day from code and data**

---

### Software Sustainability Institute Fellowship 2019

.pull-left[
![](assets/ssi_fellows_19.jpeg)
]

.pull-right[

]

---

### ReproHackNL! - _Leiden_

.pull-left[

<blockquote class="twitter-tweet">This thing is really happening! <a href="https://t.co/d2xnHNo9z2">pic.twitter.com/d2xnHNo9z2</a>&mdash; ReproHack ♻️ (@ReproHack) <a href="https://twitter.com/ReproHack/status/1174998682879631360?ref_src=twsrc%5Etfw">September 20, 2019</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>

]

.pull-right[

.middle[
<img src="assets/Hackathon.jpg" width="100%" />
]

]
---

## Reprohack Core Team formation

---

##  N8 CIR ReproHack Series!

.pull-left[

**<https://n8cir.org.uk/news/reprohacks/>**

]

.pull-right[

<blockquote class="twitter-tweet">‼️🚨 Manchester <a href="https://twitter.com/N8CIR?ref_src=twsrc%5Etfw">@N8CIR</a> <a href="https://twitter.com/ReproHack?ref_src=twsrc%5Etfw">@ReproHack</a> CANCELLED ‼️🚨 Due to the changing situation with <a href="https://twitter.com/hashtag/COVID19?src=hash&amp;ref_src=twsrc%5Etfw">#COVID19</a> we&#39;ve decided that despite the low risk, it would be irresponsible to expose participants unnecessarily to it. We&#39;ll either reschedule or explore a remote option. 🙏&mdash; annakrystalli (@annakrystalli) <a href="https://twitter.com/annakrystalli/status/1238001705700265984?ref_src=twsrc%5Etfw">March 12, 2020</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>

]
---

#### Much of the team made it!

#### People from a far were able to join:
 including Japan, Argentina, Netherlands, Sweden and the USA!

---
class: inverse, middle, center

# How does it work?

---

## Call for papers

.pull-left[

<blockquote class="twitter-tweet">✨Do you champion <a href="https://twitter.com/hashtag/reproducible?src=hash&amp;ref_src=twsrc%5Etfw">#reproducible</a> <a href="https://twitter.com/hashtag/research?src=hash&amp;ref_src=twsrc%5Etfw">#research</a>? ✨Do you have a reproducible paper with open code and data? The <a href="https://twitter.com/SoftwareSaved?ref_src=twsrc%5Etfw">@SoftwareSaved</a> <a href="https://twitter.com/hashtag/ReproHack?src=hash&amp;ref_src=twsrc%5Etfw">#ReproHack</a> series needs you! 🚀 Help others learn &amp; engage with your work by submitting it to our 1-day Reproducibility hackathons!<a href="https://t.co/PssdXqwl8Z">https://t.co/PssdXqwl8Z</a>&mdash; annakrystalli (@annakrystalli) <a href="https://twitter.com/annakrystalli/status/1138769695513952260?ref_src=twsrc%5Etfw">June 12, 2019</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
]

.pull-right.middle[

]

---
background-image: url("assets/on_the_day-bg.jpg")
background-size: cover

# On the day

- ###  Select paper and form groups

- ### Work with materials and reproduce

- ### Discuss

- ### Feed back to authors

---
class: inverse, center, middle

# Tips for Reproducing & Reviewing

---

## Selecting Papers

.pull-left[
- **Information submitted by authors:**

- Languages / tools used
 
 - Why you should attempt the paper.
 
- **No. attempts ** No. times reproduction has been attempted

- **Mean Repro Score ** Mean reproducibility score (out of 10)

- lower == harder!
]

.pull-right[
<img src="assets/ReprohackPickPapers.jpg" width="90%" />
]

---
# Review as an auditor 📑

.center[

]

---

.pull-left[

# Access

- How **easy** was it to **gain** access to the materials?

- Did you manage to download all the files you needed?

]

.pull-right[

# Installation

- How **easy / automated** was **installation**?

- Did you have any problems?

- How did you solve them?

]

---
---

.pull-left[

# Data

- Were **data clearly separated from code and other items**?

- Were **large data files deposited in a trustworthy data repository** and referred to using a **persistent identifier**?

- Were **data documented** ...somehow...

]

.pull-right[

# Documentation

Was there **adequate documentation** describing:
- how to **install** necessary software including non-standard dependencies?

- how to **use** materials to reproduce the paper?

- how to **cite** the materials, ideally in a form that can be copy and pasted?

]

---

.pull-left[

# Analysis

- **Were you able to fully reproduce** the paper? ✅

- **How automated** was the process of reproducing the paper?

- **How easy was it to link** analysis **code** to:
   - the **plots** it generates
   - **sections in the manuscript** in which it is described and results reported
]

.pull-right[

### If the analysis was not fully reproducible 🚫
 - Were there **missing dependencies?**
 
 - Was the **computational environment not adequately described** / captured?
 
 - Was there **bugs** in the code?
 
 - Did **code run but results (e.g. model outputs, tables, figures) differ** to those published? By **how much?**
]

---
class: center

# Review as a user 🎮

.pull-left[

### New User

]

.pull-right[

### Invested User

]

---

## Feedback as a community member

.pull-left[

#### Acknowledge author effort

#### Give feedback in good faith

#### Focus on community benefits and system level solutions

]

.pull-right[

> #### _Help build convention on what form a Reproducible paper should take and how we should be able to use it_

]

---
class: inverse, center, middle

# What did we learn?

---
## N8 CIR ReproHack Series Stats

- ### 38 papers submitted so far

- ### Total of ~ 70 participants

- ### 39 completed reviews over 27 papers

---

## Review Scores

---

## Positives vs challenges

---
## Trade-offs

.pull-left[
<img src="user2020_files/figure-html/unnamed-chunk-25-1.svg" width="90%" />
]

.pull-right[
<img src="user2020_files/figure-html/unnamed-chunk-26-1.svg" width="90%" />

]

---

## ReproHacks are fun

---

.pull-left[

### Opportunity for peer skill sharing

- CCMcr: Contributing to open source

- Leiden: Synching GitHub repositories with Zenodo

- Remote Reprohack: Docker school
]

.pull-right[

## Fit for purpose

<blockquote class="twitter-tweet" data-conversation="none">On the way home, <a href="https://twitter.com/df3n5?ref_src=twsrc%5Etfw">@df3n5</a> said quite rightly, if all [code-producing/data-analysing] researchers would take part in at least one <a href="https://twitter.com/ReproHack?ref_src=twsrc%5Etfw">@ReproHack</a>, the code reproducibility and quality of documentation would generally soar!&mdash; Durham University Advanced Research Computing (@ARC_DU) <a href="https://twitter.com/ARC_DU/status/1219897416536797185?ref_src=twsrc%5Etfw">January 22, 2020</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>

]

---
class: inverse, center, middle

# The Way Forward

---
.pull-left[
## Define

## Create

## Review
]

.pull-right[
# Practice
]
---
class: inverse, center, middle

# Define: Research Compendium
---

### The concept of a Research Compendium

>“
...We introduce the **concept of a compendium**
as both a **container for the different elements**
that make up the document and its computations (i.e. text, code, data, ...), and as a **means for distributing, managing and updating the
collection**."

[_Gentleman and Temple Lang, 2004_](https://biostats.bepress.com/bioconductor/paper2/)

#### Principles

- Stick with peer conventions

- Keep data, methods and outputs separate

- Specify the computations environment as clearly as possible

---
### Research compendia in R

**Ben Marwick, Carl Boettiger & Lincoln Mullen (2018)** [_Packaging Data Analytical Work Reproducibly Using R (and Friends)_](https://peerj.com/preprints/3192/)

>  R package structure is an excellent way for sharing research compendia.

### Convention ➡️

### Automation, templates and checklists ✨

---
class: inverse, middle, center

# Create: `rrtools`

---
# `rrtools`: Creating Compendia in R

### "The goal of rrtools is to provide **instructions, templates, and functions** for making a **basic compendium** suitable for writing **reproducible research with R**."

#### Install [`rrtools`](https://github.com/benmarwick/rrtools) from GitHub

```r
# install.packages("devtools")
devtools::install_github("benmarwick/rrtools")
```

---
# Create compendium

```r
rrtools::create_compendium("~/Documents/workflows/rrcompendium")
```

```
✔ Setting active project to '/Users/Anna/Documents/workflows/rrcompendium'
✔ Creating 'R/'
✔ Creating 'man/'
✔ Writing 'DESCRIPTION'
✔ Writing 'NAMESPACE'
✔ Writing 'rrcompendium.Rproj'
✔ Adding '.Rproj.user' to '.gitignore'
✔ Adding '^rrcompendium\\.Rproj$', '^\\.Rproj\\.user$' to '.Rbuildignore'
✔ Opening new project 'rrcompendium' in RStudio
✔ The package rrcompendium has been created
✔ Opening the new compendium in a new RStudio session...

Next, you need to:  ↓ ↓ ↓ 
● Edit the DESCRIPTION file
● Use other 'rrtools' functions to add components to the compendium
```

---

## `DESCRIPTION` file

#### Package metadata

```yaml
Package: rrcompendiumDTB
Title: Partial Reproduction of Boettiger Ecology Letters 2018;21:1255–1267 with rrtools
Version: 0.0.0.9000
Authors@R:
    person(given = "Anna",
           family = "Krystalli",
           role = c("aut", "cre"),
           email = "annakrystalli@googlemail.com")
Description: This repository contains the research compendium of the partial 
    reproduction of Boettiger Ecology Letters 2018;21:1255–1267. The compendium 
    contains all data, code, and text associated with this sub-section of the 
    analysis.
```

---

# Prepare for sharing

```r
rrtools::use_readme_rmd()
```

.pull-left[

```

✔ Creating 'README.Rmd' from template.
✔ Adding 'README.Rmd' to `.Rbuildignore`.
● Modify 'README.Rmd'
✔ Rendering README.Rmd to README.md for GitHub.
✔ Adding code of conduct.
✔ Creating 'CONDUCT.md' from template.
✔ Adding 'CONDUCT.md' to `.Rbuildignore`.
✔ Adding instructions to contributors.
✔ Creating 'CONTRIBUTING.md' from template.
✔ Adding 'CONTRIBUTING.md' to `.Rbuildignore`.

```
]

.pull-right[
![](assets/README-webshot.png)
]

---
# Create analysis folder

```r
rrtools::use_analysis()
```

```
✔ Adding bookdown to Imports
✔ Creating 'analysis' directory and contents
✔ Creating 'analysis'
✔ Creating 'analysis/paper'
✔ Creating 'analysis/figures'
✔ Creating 'analysis/templates'
✔ Creating 'analysis/data'
✔ Creating 'analysis/data/raw_data'
✔ Creating 'analysis/data/derived_data'
✔ Creating 'references.bib' from template.
✔ Creating 'paper.Rmd' from template.

Next, you need to:  ↓ ↓ ↓ ↓ 
● Write your article/report/thesis, start at the paper.Rmd file
● Add the citation style library file (csl) to replace the default provided here, see https://github.com/citation-style-language/
● Add bibliographic details of cited items to the 'references.bib' file
● For adding captions & cross-referencing in an Rmd, see https://bookdown.org/yihui/bookdown/
● For adding citations & reference lists in an Rmd, see http://rmarkdown.rstudio.com/authoring_bibliographies_and_citations.html
```

---
# Capturing dependencies

```r
rrtools::add_dependencies_to_description()
```

```
Imports: 
    bookdown,
    ggplot2 (>= 3.0.0),
    ggthemes (>= 3.5.0),
    here (>= 0.1),
    knitr (>= 1.20),
    rticles (>= 0.6)
    
```

Paper using `renv` / `packrat` & docker: <https://github.com/joelnitta/pleurosoriopsis>

---
# Further Helpers

## 📦 `rticles`

Contains a **suite of custom R Markdown templates for popular journals**, simplifying the creation of documents that conform to research paper submission standards.

---

# 📦 `citr`

RStudio Add-in to **Insert Markdown Citations**

---
class: inverse, center, middle

## Is sharing this enough?

---

### Case Study: Sharing a Geospatial Analysis in R

***

#### On a computer without System Library `GDAL` ❌

.pull-left[

```r
package ‘rgdal’ successfully unpacked 
and MD5 sums checked

configure: gdal-config: gdal-config
checking gdal-config usability... ./configure: 
line 1353: gdal-config: command not found
no
*Error: gdal-config not found
...
*ERROR: configuration failed for 
package ‘rgdal’

```
]

.pull-right[
 
 
![](assets/reproducible-data-analysis-02.png)

.img-attr[slide: [_Karthik Ram: rstudio::conf 2019 talk_](https://github.com/karthik/rstudio2019)]

]

---
# What are Docker containers?

> #### standardized units of software that **package up everything needed to run an application:** _code, runtime, system tools, system libraries_ and settings in a lightweight, standalone, executable package

- #### **Dockerfile**: Text file containing recipe for setting up computation environment.

- #### **Docker Image**: Executable **built** from the **Dockerfile** with all required dependencies installed. Can have many images from the same `Dockerfile`.

- #### **Docker Container**: **Docker Images** become containers at **runtime**

.center[

]

---

# Rocker on DockerHub

#### using the `rocker/geospatial` Docker Image ✅

***

.pull-left[

![](assets/rocker_geospatial.png)
]

.pull-right[

.img-attr[slide: [_Karthik Ram: rstudio::conf 2019 talk_](https://github.com/karthik/rstudio2019)]

]

---
# Create Dockerfile w/ `rrtools`

```r
rrtools::use_dockerfile()
```

```r
✔ Creating 'Dockerfile' from template.
✔ Adding 'Dockerfile' to `.Rbuildignore`.
● Modify 
Next: 
 * Edit the dockerfile with your name & email
 * Edit the dockerfile to include system dependencies, such as linux libraries that are needed by the R packages you're using
 * Check the last line of the dockerfile to specify which Rmd should be rendered in the Docker container, edit if necessary
```

---
# `Dockerfile`

```bash
# get the base image, the rocker/verse has R, RStudio and pandoc
FROM rocker/verse:3.6.0

# required
*MAINTAINER Anna Krystalli <annakrystallil@googlemail.com>

COPY . /rrcompendiumDTB

# go into the repo directory
RUN . /etc/environment \
  # Install linux depedendencies here
  # e.g. need this for ggforce::geom_sina
  && sudo apt-get update \
  && sudo apt-get install libudunits2-dev -y \
  # build this compendium package
  && R -e "devtools::install('/rrcompendiumDTB', dep=TRUE)" \
  # render the manuscript into a docx, you'll need to edit this if you've
  # customised the location and name of your main Rmd file
* && R -e "rmarkdown::render('/rrcompendiumDTB/analysis/paper/paper.Rmd')"
```
---

# Docker + Travis

## Create `.travis.yml`

```r
rrtools::use_travis()
```

```r
✔ Creating '.travis.yml' from template.
✔ Adding '.travis.yml' to `.Rbuildignore`.
Next: 
 * Add a travis shield to your README.Rmd:
[![Travis-CI Build Status](https://travis-ci.org/annakrystalli/rrcompendiumDTB.svg?branch=master)](https://travis-ci.org/annakrystalli/rrcompendiumDTB)
 * Turn on travis for your repo at https://travis-ci.org/annakrystalli/rrcompendiumDTB
** To connect Docker, go to https://travis-ci.org/, and add your environment 
*variables: DOCKER_EMAIL, DOCKER_USER, DOCKER_PASS to enable pushing to the 
*Docker Hub
```
---
# `.travis.yml`

```bash
env:
  global:
  - REPO=$DOCKER_USER/rrcompendiumdtb

sudo: required

warnings_are_errors: false

language: generic

services:
  - docker

before_install:
* - docker build -t $REPO .
```
Create & build image using dockerfile, i.e. compile pkg and render Rmd to Word doc

---
# `.travis.yml`

Push our custom docker image to docker hub, env vars stored on travis-ci.org
```bash

after_success:
* - docker login -u $DOCKER_USER -p $DOCKER_PASS
  - export REPO=$DOCKER_USER/rrcompendiumdtb
  - export TAG=`if [ "$TRAVIS_BRANCH" == "master" ]; then echo "latest"; else echo $TRAVIS_BRANCH ; fi`
  - docker build -f Dockerfile -t $REPO:$COMMIT .
  - docker tag $REPO:$COMMIT $REPO:$TAG
  - docker tag $REPO:$COMMIT $REPO:travis-$TRAVIS_BUILD_NUMBER
* - docker push $REPO

```

#### Travis repository settings

---

# Travis build passes!
![](assets/travis_rrcompendiumDTB_pass.png)

.center[
[![Travis-CI Build Status](https://travis-ci.com/annakrystalli/rrcompendiumDTB.svg?branch=master)](https://travis-ci.com/annakrystalli/rrcompendiumDTB)
]

---
# Image on Dockerhub

.center[

##### Docker Image: <https://hub.docker.com/repository/docker/akrystalli/rrcompendiumdtb>

##### Compendium Repository: <https://github.com/annakrystalli/rrcompendiumDTB>

]

---
class: inverse, middle, center

# On reproducible lab culture

---
# Documentation

### The heart of communities of practice

## Turing Way

<https://the-turing-way.netlify.app/>

- Great source of general best practice.

### Needs to be translated to on-the-ground lab practice guidelines.

---

## Templates, checklists and automation in the lab

### Define and document lab level procedures & conventions.

- Clear and complete on-boarding.

- Guidance on creating and managing digital research outputs

- Clear off-boarding procedures including archiving of generated materials.

### Basics can be templated and provided in customisable formats

---

# Checklib

---
class: inverse, center, middle

# On the future of Reviewing

---
background-image: url(assets/imagine_review.png)
background-size: contain
class: middle, center

---

## On the scope of reproducibility

.pull-left[
- #### Reproducibility _ad infinitum_

+ ❌ **UNREALISTIC**

]

---

## On the scope of reproducibility

.pull-left[

- #### Reproducibility _ad infinitum_

+ ❌ **UNREALISTIC**

- #### Reproducibility for 2-3 years post-publication

+ ✅ **MORE REALISTIC**

+ Checked as part of publication process, e.g. CODE CHECK <https://codecheck.org.uk/> [![](https://codecheck.org.uk/img/codeworks-badge.svg)](https://zenodo.org/record/3865491#.XwL4VZNKhfU)

]

.pull-right[

]

---
## On the scope of reusability

### Openness can help:

- surface useful parts of code.

- facilitate user feedback and contribution

### MAINTENANCE?!

---
class: inverse, middle, center

...in the meantime

### take any opportunity to practice!

---
background-image: url(assets/reprohack_many_ways.png)
background-size: cover

---
background-image: url(assets/reprohack_hub.png)
background-size: cover

.center[
<img src="assets/n8cir-logo-v1-cropped-224x63.png" width="30%" />

]

---
## Interested in ReproHacking?

### [reprohack/reprohack-hq](https://github.com/reprohack/reprohack-hq) GH repository

#### Chat to us:

[![Slack](https://img.shields.io/badge/slack-join%20us-brightgreen)](https://reprohack-autoinvite.herokuapp.com/)

### Host your own event!

### Submit your own papers!

---

## td;lr

- ### Challenges remain to moving from theory to practice

- ### We need to clearly define our expectations of a research compendium

- ### This will allow to develop tools and templates

- ### ReproHacks provide great opportunities to practice

---
class: inverse, center, middle

## 👋 Thanks for 👀

# ❓

---

## Resources

- [**The Turing Way**](https://the-turing-way.netlify.com/introduction/introduction): a lightly opinionated guide to reproducible data science.

- [**Statistical Analyses and Reproducible Research**](https://biostats.bepress.com/bioconductor/paper2/): Gentleman and Temple Lang's introduction of the concept of Research Compendia

- [**Packaging data analytical work reproducibly using R (and friends)**](https://peerj.com/preprints/3192/): how researchers can improve the reproducibility of their work using research compendia based on R packages and related tools

- [How to Read a Research Compendium](https://arxiv.org/pdf/1806.09525.pdf): Introduction to existing conventions for research compendia and suggestions on how to utilise their shared properties in a structured reading process.

- [Reproducible Research in R with rrtools](https://annakrystalli.me/rrtools-repro-research/): Workshop: Create a research compendium around materials associated with a published paper (text, data and code) using `rrtools`.  
  - [**Example Compendium**](https://github.com/annakrystalli/rrcompendiumDTB): Demo Research compendium.

---

# Acknowledgements

Images throughout the slides watermarked with **Scriberia** were created by [Scriberia](https://www.scriberia.co.uk/) for The Turing Way community and is used under a CC-BY licence 
- _The Turing Way Community, & Scriberia. (2019, July 11). Illustrations from the Turing Way book dashes. Zenodo. http://doi.org/10.5281/zenodo.3332808_

Photo on slide #24 by <a href="https://unsplash.com/@anniespratt?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText">Annie Spratt</a> on <a href="https://unsplash.com/s/photos/fallen-tree?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText">Unsplash</a>

Photo on slide #25 <a href="https://unsplash.com/@sharonmccutcheon?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText">Sharon McCutcheon</a> on <a href="https://unsplash.com/s/photos/practice-instrument?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText">Unsplash</a>