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  6. "metadata": {},
  7. "outputs": [
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  9. "data": {
  10. "text/html": [
  11. "<div>\n",
  12. "<style scoped>\n",
  13. " .dataframe tbody tr th:only-of-type {\n",
  14. " vertical-align: middle;\n",
  15. " }\n",
  16. "\n",
  17. " .dataframe tbody tr th {\n",
  18. " vertical-align: top;\n",
  19. " }\n",
  20. "\n",
  21. " .dataframe thead th {\n",
  22. " text-align: right;\n",
  23. " }\n",
  24. "</style>\n",
  25. "<table border=\"1\" class=\"dataframe\">\n",
  26. " <thead>\n",
  27. " <tr style=\"text-align: right;\">\n",
  28. " <th></th>\n",
  29. " <th>id</th>\n",
  30. " <th>username</th>\n",
  31. " <th>first_name</th>\n",
  32. " <th>last_name</th>\n",
  33. " <th>birth_year</th>\n",
  34. " <th>points</th>\n",
  35. " <th>email</th>\n",
  36. " </tr>\n",
  37. " </thead>\n",
  38. " <tbody>\n",
  39. " <tr>\n",
  40. " <th>36</th>\n",
  41. " <td>37</td>\n",
  42. " <td>wyatt.jason</td>\n",
  43. " <td>Wyatt</td>\n",
  44. " <td>Jason</td>\n",
  45. " <td>2000</td>\n",
  46. " <td>3</td>\n",
  47. " <td>wyatt.jason@example.com</td>\n",
  48. " </tr>\n",
  49. " <tr>\n",
  50. " <th>6</th>\n",
  51. " <td>7</td>\n",
  52. " <td>william.connor</td>\n",
  53. " <td>William</td>\n",
  54. " <td>Connor</td>\n",
  55. " <td>1996</td>\n",
  56. " <td>8</td>\n",
  57. " <td>william.connor@example.com</td>\n",
  58. " </tr>\n",
  59. " <tr>\n",
  60. " <th>51</th>\n",
  61. " <td>52</td>\n",
  62. " <td>thomas.brandon</td>\n",
  63. " <td>Thomas</td>\n",
  64. " <td>Brandon</td>\n",
  65. " <td>1988</td>\n",
  66. " <td>9</td>\n",
  67. " <td>thomas.brandon@example.com</td>\n",
  68. " </tr>\n",
  69. " <tr>\n",
  70. " <th>27</th>\n",
  71. " <td>28</td>\n",
  72. " <td>sebastian.adam</td>\n",
  73. " <td>Sebastian</td>\n",
  74. " <td>Adam</td>\n",
  75. " <td>1980</td>\n",
  76. " <td>10</td>\n",
  77. " <td>sebastian.adam@example.com</td>\n",
  78. " </tr>\n",
  79. " <tr>\n",
  80. " <th>24</th>\n",
  81. " <td>25</td>\n",
  82. " <td>samuel.dominic</td>\n",
  83. " <td>Samuel</td>\n",
  84. " <td>Dominic</td>\n",
  85. " <td>1983</td>\n",
  86. " <td>3</td>\n",
  87. " <td>samuel.dominic@example.com</td>\n",
  88. " </tr>\n",
  89. " <tr>\n",
  90. " <th>43</th>\n",
  91. " <td>44</td>\n",
  92. " <td>ryan.tyler</td>\n",
  93. " <td>Ryan</td>\n",
  94. " <td>Tyler</td>\n",
  95. " <td>1996</td>\n",
  96. " <td>1</td>\n",
  97. " <td>ryan.tyler@example.com</td>\n",
  98. " </tr>\n",
  99. " <tr>\n",
  100. " <th>26</th>\n",
  101. " <td>27</td>\n",
  102. " <td>owen.leo</td>\n",
  103. " <td>Owen</td>\n",
  104. " <td>Leo</td>\n",
  105. " <td>1981</td>\n",
  106. " <td>17</td>\n",
  107. " <td>owen.leo@example.com</td>\n",
  108. " </tr>\n",
  109. " <tr>\n",
  110. " <th>15</th>\n",
  111. " <td>16</td>\n",
  112. " <td>oliver.nicholas</td>\n",
  113. " <td>Oliver</td>\n",
  114. " <td>Nicholas</td>\n",
  115. " <td>1994</td>\n",
  116. " <td>4</td>\n",
  117. " <td>oliver.nicholas@example.com</td>\n",
  118. " </tr>\n",
  119. " <tr>\n",
  120. " <th>4</th>\n",
  121. " <td>5</td>\n",
  122. " <td>noah.eli</td>\n",
  123. " <td>Noah</td>\n",
  124. " <td>Eli</td>\n",
  125. " <td>1980</td>\n",
  126. " <td>2</td>\n",
  127. " <td>noah.eli@example.com</td>\n",
  128. " </tr>\n",
  129. " <tr>\n",
  130. " <th>46</th>\n",
  131. " <td>47</td>\n",
  132. " <td>nathan.bryson</td>\n",
  133. " <td>Nathan</td>\n",
  134. " <td>Bryson</td>\n",
  135. " <td>1995</td>\n",
  136. " <td>8</td>\n",
  137. " <td>nathan.bryson@example.com</td>\n",
  138. " </tr>\n",
  139. " <tr>\n",
  140. " <th>11</th>\n",
  141. " <td>12</td>\n",
  142. " <td>michael.mateo</td>\n",
  143. " <td>Michael</td>\n",
  144. " <td>Mateo</td>\n",
  145. " <td>1984</td>\n",
  146. " <td>2</td>\n",
  147. " <td>michael.mateo@example.com</td>\n",
  148. " </tr>\n",
  149. " <tr>\n",
  150. " <th>18</th>\n",
  151. " <td>19</td>\n",
  152. " <td>matthew.easton</td>\n",
  153. " <td>Matthew</td>\n",
  154. " <td>Easton</td>\n",
  155. " <td>1989</td>\n",
  156. " <td>17</td>\n",
  157. " <td>matthew.easton@example.com</td>\n",
  158. " </tr>\n",
  159. " <tr>\n",
  160. " <th>7</th>\n",
  161. " <td>8</td>\n",
  162. " <td>mason.josiah</td>\n",
  163. " <td>Mason</td>\n",
  164. " <td>Josiah</td>\n",
  165. " <td>1990</td>\n",
  166. " <td>13</td>\n",
  167. " <td>mason.josiah@example.com</td>\n",
  168. " </tr>\n",
  169. " <tr>\n",
  170. " <th>32</th>\n",
  171. " <td>33</td>\n",
  172. " <td>luke.gavin</td>\n",
  173. " <td>Luke</td>\n",
  174. " <td>Gavin</td>\n",
  175. " <td>1980</td>\n",
  176. " <td>15</td>\n",
  177. " <td>luke.gavin@example.com</td>\n",
  178. " </tr>\n",
  179. " <tr>\n",
  180. " <th>17</th>\n",
  181. " <td>18</td>\n",
  182. " <td>lucas.nolan</td>\n",
  183. " <td>Lucas</td>\n",
  184. " <td>Nolan</td>\n",
  185. " <td>1994</td>\n",
  186. " <td>12</td>\n",
  187. " <td>lucas.nolan@example.com</td>\n",
  188. " </tr>\n",
  189. " <tr>\n",
  190. " <th>21</th>\n",
  191. " <td>22</td>\n",
  192. " <td>logan.evan</td>\n",
  193. " <td>Logan</td>\n",
  194. " <td>Evan</td>\n",
  195. " <td>1998</td>\n",
  196. " <td>12</td>\n",
  197. " <td>logan.evan@example.com</td>\n",
  198. " </tr>\n",
  199. " <tr>\n",
  200. " <th>53</th>\n",
  201. " <td>54</td>\n",
  202. " <td>lincoln.kayden</td>\n",
  203. " <td>Lincoln</td>\n",
  204. " <td>Kayden</td>\n",
  205. " <td>1997</td>\n",
  206. " <td>3</td>\n",
  207. " <td>lincoln.kayden@example.com</td>\n",
  208. " </tr>\n",
  209. " <tr>\n",
  210. " <th>5</th>\n",
  211. " <td>6</td>\n",
  212. " <td>liam.landon</td>\n",
  213. " <td>Liam</td>\n",
  214. " <td>Landon</td>\n",
  215. " <td>1995</td>\n",
  216. " <td>1</td>\n",
  217. " <td>liam.landon@example.com</td>\n",
  218. " </tr>\n",
  219. " <tr>\n",
  220. " <th>45</th>\n",
  221. " <td>46</td>\n",
  222. " <td>levi.elias</td>\n",
  223. " <td>Levi</td>\n",
  224. " <td>Elias</td>\n",
  225. " <td>1992</td>\n",
  226. " <td>11</td>\n",
  227. " <td>levi.elias@example.com</td>\n",
  228. " </tr>\n",
  229. " <tr>\n",
  230. " <th>42</th>\n",
  231. " <td>43</td>\n",
  232. " <td>julian.zachary</td>\n",
  233. " <td>Julian</td>\n",
  234. " <td>Zachary</td>\n",
  235. " <td>1995</td>\n",
  236. " <td>13</td>\n",
  237. " <td>julian.zachary@example.com</td>\n",
  238. " </tr>\n",
  239. " <tr>\n",
  240. " <th>38</th>\n",
  241. " <td>39</td>\n",
  242. " <td>joshua.chase</td>\n",
  243. " <td>Joshua</td>\n",
  244. " <td>Chase</td>\n",
  245. " <td>1990</td>\n",
  246. " <td>17</td>\n",
  247. " <td>joshua.chase@example.com</td>\n",
  248. " </tr>\n",
  249. " <tr>\n",
  250. " <th>23</th>\n",
  251. " <td>24</td>\n",
  252. " <td>joseph.asher</td>\n",
  253. " <td>Joseph</td>\n",
  254. " <td>Asher</td>\n",
  255. " <td>1989</td>\n",
  256. " <td>19</td>\n",
  257. " <td>joseph.asher@example.com</td>\n",
  258. " </tr>\n",
  259. " <tr>\n",
  260. " <th>0</th>\n",
  261. " <td>1</td>\n",
  262. " <td>john</td>\n",
  263. " <td>John</td>\n",
  264. " <td>Smith</td>\n",
  265. " <td>1985</td>\n",
  266. " <td>5</td>\n",
  267. " <td>john@email.com</td>\n",
  268. " </tr>\n",
  269. " <tr>\n",
  270. " <th>31</th>\n",
  271. " <td>32</td>\n",
  272. " <td>john.cooper</td>\n",
  273. " <td>John</td>\n",
  274. " <td>Cooper</td>\n",
  275. " <td>1996</td>\n",
  276. " <td>5</td>\n",
  277. " <td>john.cooper@example.com</td>\n",
  278. " </tr>\n",
  279. " <tr>\n",
  280. " <th>30</th>\n",
  281. " <td>31</td>\n",
  282. " <td>jayden.ian</td>\n",
  283. " <td>Jayden</td>\n",
  284. " <td>Ian</td>\n",
  285. " <td>1998</td>\n",
  286. " <td>10</td>\n",
  287. " <td>jayden.ian@example.com</td>\n",
  288. " </tr>\n",
  289. " <tr>\n",
  290. " <th>44</th>\n",
  291. " <td>45</td>\n",
  292. " <td>jaxon.ayden</td>\n",
  293. " <td>Jaxon</td>\n",
  294. " <td>Ayden</td>\n",
  295. " <td>1987</td>\n",
  296. " <td>11</td>\n",
  297. " <td>jaxon.ayden@example.com</td>\n",
  298. " </tr>\n",
  299. " <tr>\n",
  300. " <th>8</th>\n",
  301. " <td>9</td>\n",
  302. " <td>james.jonathan</td>\n",
  303. " <td>James</td>\n",
  304. " <td>Jonathan</td>\n",
  305. " <td>1993</td>\n",
  306. " <td>9</td>\n",
  307. " <td>james.jonathan@example.com</td>\n",
  308. " </tr>\n",
  309. " <tr>\n",
  310. " <th>10</th>\n",
  311. " <td>11</td>\n",
  312. " <td>jacob.jeremiah</td>\n",
  313. " <td>Jacob</td>\n",
  314. " <td>Jeremiah</td>\n",
  315. " <td>1982</td>\n",
  316. " <td>3</td>\n",
  317. " <td>jacob.jeremiah@example.com</td>\n",
  318. " </tr>\n",
  319. " <tr>\n",
  320. " <th>20</th>\n",
  321. " <td>21</td>\n",
  322. " <td>jackson.colton</td>\n",
  323. " <td>Jackson</td>\n",
  324. " <td>Colton</td>\n",
  325. " <td>1993</td>\n",
  326. " <td>13</td>\n",
  327. " <td>jackson.colton@example.com</td>\n",
  328. " </tr>\n",
  329. " <tr>\n",
  330. " <th>1</th>\n",
  331. " <td>2</td>\n",
  332. " <td>jack</td>\n",
  333. " <td>Jack</td>\n",
  334. " <td>Wilson</td>\n",
  335. " <td>1994</td>\n",
  336. " <td>15</td>\n",
  337. " <td>wilson@sss.com</td>\n",
  338. " </tr>\n",
  339. " <tr>\n",
  340. " <th>41</th>\n",
  341. " <td>42</td>\n",
  342. " <td>jack.kevin</td>\n",
  343. " <td>Jack</td>\n",
  344. " <td>Kevin</td>\n",
  345. " <td>1996</td>\n",
  346. " <td>2</td>\n",
  347. " <td>jack.kevin@example.com</td>\n",
  348. " </tr>\n",
  349. " <tr>\n",
  350. " <th>50</th>\n",
  351. " <td>51</td>\n",
  352. " <td>isaiah.roman</td>\n",
  353. " <td>Isaiah</td>\n",
  354. " <td>Roman</td>\n",
  355. " <td>1987</td>\n",
  356. " <td>13</td>\n",
  357. " <td>isaiah.roman@example.com</td>\n",
  358. " </tr>\n",
  359. " <tr>\n",
  360. " <th>34</th>\n",
  361. " <td>35</td>\n",
  362. " <td>isaac.jaxson</td>\n",
  363. " <td>Isaac</td>\n",
  364. " <td>Jaxson</td>\n",
  365. " <td>1997</td>\n",
  366. " <td>5</td>\n",
  367. " <td>isaac.jaxson@example.com</td>\n",
  368. " </tr>\n",
  369. " <tr>\n",
  370. " <th>48</th>\n",
  371. " <td>49</td>\n",
  372. " <td>hunter.greyson</td>\n",
  373. " <td>Hunter</td>\n",
  374. " <td>Greyson</td>\n",
  375. " <td>1995</td>\n",
  376. " <td>20</td>\n",
  377. " <td>hunter.greyson@example.com</td>\n",
  378. " </tr>\n",
  379. " <tr>\n",
  380. " <th>25</th>\n",
  381. " <td>26</td>\n",
  382. " <td>henry.austin</td>\n",
  383. " <td>Henry</td>\n",
  384. " <td>Austin</td>\n",
  385. " <td>1987</td>\n",
  386. " <td>18</td>\n",
  387. " <td>henry.austin@example.com</td>\n",
  388. " </tr>\n",
  389. " <tr>\n",
  390. " <th>40</th>\n",
  391. " <td>41</td>\n",
  392. " <td>grayson.xavier</td>\n",
  393. " <td>Grayson</td>\n",
  394. " <td>Xavier</td>\n",
  395. " <td>1991</td>\n",
  396. " <td>3</td>\n",
  397. " <td>grayson.xavier@example.com</td>\n",
  398. " </tr>\n",
  399. " <tr>\n",
  400. " <th>28</th>\n",
  401. " <td>29</td>\n",
  402. " <td>gabriel.jace</td>\n",
  403. " <td>Gabriel</td>\n",
  404. " <td>Jace</td>\n",
  405. " <td>1981</td>\n",
  406. " <td>8</td>\n",
  407. " <td>gabriel.jace@example.com</td>\n",
  408. " </tr>\n",
  409. " <tr>\n",
  410. " <th>13</th>\n",
  411. " <td>14</td>\n",
  412. " <td>ethan.hudson</td>\n",
  413. " <td>Ethan</td>\n",
  414. " <td>Hudson</td>\n",
  415. " <td>1988</td>\n",
  416. " <td>8</td>\n",
  417. " <td>ethan.hudson@example.com</td>\n",
  418. " </tr>\n",
  419. " <tr>\n",
  420. " <th>12</th>\n",
  421. " <td>13</td>\n",
  422. " <td>elijah.adrian</td>\n",
  423. " <td>Elijah</td>\n",
  424. " <td>Adrian</td>\n",
  425. " <td>1994</td>\n",
  426. " <td>6</td>\n",
  427. " <td>elijah.adrian@example.com</td>\n",
  428. " </tr>\n",
  429. " <tr>\n",
  430. " <th>35</th>\n",
  431. " <td>36</td>\n",
  432. " <td>dylan.theodore</td>\n",
  433. " <td>Dylan</td>\n",
  434. " <td>Theodore</td>\n",
  435. " <td>1991</td>\n",
  436. " <td>1</td>\n",
  437. " <td>dylan.theodore@example.com</td>\n",
  438. " </tr>\n",
  439. " <tr>\n",
  440. " <th>22</th>\n",
  441. " <td>23</td>\n",
  442. " <td>david.angel</td>\n",
  443. " <td>David</td>\n",
  444. " <td>Angel</td>\n",
  445. " <td>1989</td>\n",
  446. " <td>5</td>\n",
  447. " <td>david.angel@example.com</td>\n",
  448. " </tr>\n",
  449. " <tr>\n",
  450. " <th>16</th>\n",
  451. " <td>17</td>\n",
  452. " <td>daniel.brayden</td>\n",
  453. " <td>Daniel</td>\n",
  454. " <td>Brayden</td>\n",
  455. " <td>1983</td>\n",
  456. " <td>1</td>\n",
  457. " <td>daniel.brayden@example.com</td>\n",
  458. " </tr>\n",
  459. " <tr>\n",
  460. " <th>2</th>\n",
  461. " <td>3</td>\n",
  462. " <td>clara</td>\n",
  463. " <td>Clara</td>\n",
  464. " <td>Setkin</td>\n",
  465. " <td>1988</td>\n",
  466. " <td>8</td>\n",
  467. " <td>clara@gmail.com</td>\n",
  468. " </tr>\n",
  469. " <tr>\n",
  470. " <th>39</th>\n",
  471. " <td>40</td>\n",
  472. " <td>christopher.parker</td>\n",
  473. " <td>Christopher</td>\n",
  474. " <td>Parker</td>\n",
  475. " <td>1982</td>\n",
  476. " <td>4</td>\n",
  477. " <td>christopher.parker@example.com</td>\n",
  478. " </tr>\n",
  479. " <tr>\n",
  480. " <th>49</th>\n",
  481. " <td>50</td>\n",
  482. " <td>christian.sawyer</td>\n",
  483. " <td>Christian</td>\n",
  484. " <td>Sawyer</td>\n",
  485. " <td>1993</td>\n",
  486. " <td>12</td>\n",
  487. " <td>christian.sawyer@example.com</td>\n",
  488. " </tr>\n",
  489. " <tr>\n",
  490. " <th>54</th>\n",
  491. " <td>55</td>\n",
  492. " <td>charles.ryder</td>\n",
  493. " <td>Charles</td>\n",
  494. " <td>Ryder</td>\n",
  495. " <td>1984</td>\n",
  496. " <td>15</td>\n",
  497. " <td>charles.ryder@example.com</td>\n",
  498. " </tr>\n",
  499. " <tr>\n",
  500. " <th>29</th>\n",
  501. " <td>30</td>\n",
  502. " <td>carter.jose</td>\n",
  503. " <td>Carter</td>\n",
  504. " <td>Jose</td>\n",
  505. " <td>1992</td>\n",
  506. " <td>2</td>\n",
  507. " <td>carter.jose@example.com</td>\n",
  508. " </tr>\n",
  509. " <tr>\n",
  510. " <th>47</th>\n",
  511. " <td>48</td>\n",
  512. " <td>caleb.leonardo</td>\n",
  513. " <td>Caleb</td>\n",
  514. " <td>Leonardo</td>\n",
  515. " <td>1988</td>\n",
  516. " <td>9</td>\n",
  517. " <td>caleb.leonardo@example.com</td>\n",
  518. " </tr>\n",
  519. " <tr>\n",
  520. " <th>9</th>\n",
  521. " <td>10</td>\n",
  522. " <td>benjamin.cameron</td>\n",
  523. " <td>Benjamin</td>\n",
  524. " <td>Cameron</td>\n",
  525. " <td>1983</td>\n",
  526. " <td>11</td>\n",
  527. " <td>benjamin.cameron@example.com</td>\n",
  528. " </tr>\n",
  529. " <tr>\n",
  530. " <th>33</th>\n",
  531. " <td>34</td>\n",
  532. " <td>anthony.carson</td>\n",
  533. " <td>Anthony</td>\n",
  534. " <td>Carson</td>\n",
  535. " <td>1989</td>\n",
  536. " <td>8</td>\n",
  537. " <td>anthony.carson@example.com</td>\n",
  538. " </tr>\n",
  539. " <tr>\n",
  540. " <th>3</th>\n",
  541. " <td>4</td>\n",
  542. " <td>ann</td>\n",
  543. " <td>Anna</td>\n",
  544. " <td>Johnson</td>\n",
  545. " <td>1964</td>\n",
  546. " <td>10</td>\n",
  547. " <td>NaN</td>\n",
  548. " </tr>\n",
  549. " <tr>\n",
  550. " <th>37</th>\n",
  551. " <td>38</td>\n",
  552. " <td>andrew.ezra</td>\n",
  553. " <td>Andrew</td>\n",
  554. " <td>Ezra</td>\n",
  555. " <td>1980</td>\n",
  556. " <td>10</td>\n",
  557. " <td>andrew.ezra@example.com</td>\n",
  558. " </tr>\n",
  559. " <tr>\n",
  560. " <th>14</th>\n",
  561. " <td>15</td>\n",
  562. " <td>alexander.robert</td>\n",
  563. " <td>Alexander</td>\n",
  564. " <td>Robert</td>\n",
  565. " <td>1982</td>\n",
  566. " <td>18</td>\n",
  567. " <td>alexander.robert@example.com</td>\n",
  568. " </tr>\n",
  569. " <tr>\n",
  570. " <th>19</th>\n",
  571. " <td>20</td>\n",
  572. " <td>aiden.jordan</td>\n",
  573. " <td>Aiden</td>\n",
  574. " <td>Jordan</td>\n",
  575. " <td>1997</td>\n",
  576. " <td>10</td>\n",
  577. " <td>aiden.jordan@example.com</td>\n",
  578. " </tr>\n",
  579. " <tr>\n",
  580. " <th>52</th>\n",
  581. " <td>53</td>\n",
  582. " <td>aaron.bentley</td>\n",
  583. " <td>Aaron</td>\n",
  584. " <td>Bentley</td>\n",
  585. " <td>1984</td>\n",
  586. " <td>4</td>\n",
  587. " <td>aaron.bentley@example.com</td>\n",
  588. " </tr>\n",
  589. " </tbody>\n",
  590. "</table>\n",
  591. "</div>"
  592. ],
  593. "text/plain": [
  594. " id username first_name last_name birth_year points \\\n",
  595. "36 37 wyatt.jason Wyatt Jason 2000 3 \n",
  596. "6 7 william.connor William Connor 1996 8 \n",
  597. "51 52 thomas.brandon Thomas Brandon 1988 9 \n",
  598. "27 28 sebastian.adam Sebastian Adam 1980 10 \n",
  599. "24 25 samuel.dominic Samuel Dominic 1983 3 \n",
  600. "43 44 ryan.tyler Ryan Tyler 1996 1 \n",
  601. "26 27 owen.leo Owen Leo 1981 17 \n",
  602. "15 16 oliver.nicholas Oliver Nicholas 1994 4 \n",
  603. "4 5 noah.eli Noah Eli 1980 2 \n",
  604. "46 47 nathan.bryson Nathan Bryson 1995 8 \n",
  605. "11 12 michael.mateo Michael Mateo 1984 2 \n",
  606. "18 19 matthew.easton Matthew Easton 1989 17 \n",
  607. "7 8 mason.josiah Mason Josiah 1990 13 \n",
  608. "32 33 luke.gavin Luke Gavin 1980 15 \n",
  609. "17 18 lucas.nolan Lucas Nolan 1994 12 \n",
  610. "21 22 logan.evan Logan Evan 1998 12 \n",
  611. "53 54 lincoln.kayden Lincoln Kayden 1997 3 \n",
  612. "5 6 liam.landon Liam Landon 1995 1 \n",
  613. "45 46 levi.elias Levi Elias 1992 11 \n",
  614. "42 43 julian.zachary Julian Zachary 1995 13 \n",
  615. "38 39 joshua.chase Joshua Chase 1990 17 \n",
  616. "23 24 joseph.asher Joseph Asher 1989 19 \n",
  617. "0 1 john John Smith 1985 5 \n",
  618. "31 32 john.cooper John Cooper 1996 5 \n",
  619. "30 31 jayden.ian Jayden Ian 1998 10 \n",
  620. "44 45 jaxon.ayden Jaxon Ayden 1987 11 \n",
  621. "8 9 james.jonathan James Jonathan 1993 9 \n",
  622. "10 11 jacob.jeremiah Jacob Jeremiah 1982 3 \n",
  623. "20 21 jackson.colton Jackson Colton 1993 13 \n",
  624. "1 2 jack Jack Wilson 1994 15 \n",
  625. "41 42 jack.kevin Jack Kevin 1996 2 \n",
  626. "50 51 isaiah.roman Isaiah Roman 1987 13 \n",
  627. "34 35 isaac.jaxson Isaac Jaxson 1997 5 \n",
  628. "48 49 hunter.greyson Hunter Greyson 1995 20 \n",
  629. "25 26 henry.austin Henry Austin 1987 18 \n",
  630. "40 41 grayson.xavier Grayson Xavier 1991 3 \n",
  631. "28 29 gabriel.jace Gabriel Jace 1981 8 \n",
  632. "13 14 ethan.hudson Ethan Hudson 1988 8 \n",
  633. "12 13 elijah.adrian Elijah Adrian 1994 6 \n",
  634. "35 36 dylan.theodore Dylan Theodore 1991 1 \n",
  635. "22 23 david.angel David Angel 1989 5 \n",
  636. "16 17 daniel.brayden Daniel Brayden 1983 1 \n",
  637. "2 3 clara Clara Setkin 1988 8 \n",
  638. "39 40 christopher.parker Christopher Parker 1982 4 \n",
  639. "49 50 christian.sawyer Christian Sawyer 1993 12 \n",
  640. "54 55 charles.ryder Charles Ryder 1984 15 \n",
  641. "29 30 carter.jose Carter Jose 1992 2 \n",
  642. "47 48 caleb.leonardo Caleb Leonardo 1988 9 \n",
  643. "9 10 benjamin.cameron Benjamin Cameron 1983 11 \n",
  644. "33 34 anthony.carson Anthony Carson 1989 8 \n",
  645. "3 4 ann Anna Johnson 1964 10 \n",
  646. "37 38 andrew.ezra Andrew Ezra 1980 10 \n",
  647. "14 15 alexander.robert Alexander Robert 1982 18 \n",
  648. "19 20 aiden.jordan Aiden Jordan 1997 10 \n",
  649. "52 53 aaron.bentley Aaron Bentley 1984 4 \n",
  650. "\n",
  651. " email \n",
  652. "36 wyatt.jason@example.com \n",
  653. "6 william.connor@example.com \n",
  654. "51 thomas.brandon@example.com \n",
  655. "27 sebastian.adam@example.com \n",
  656. "24 samuel.dominic@example.com \n",
  657. "43 ryan.tyler@example.com \n",
  658. "26 owen.leo@example.com \n",
  659. "15 oliver.nicholas@example.com \n",
  660. "4 noah.eli@example.com \n",
  661. "46 nathan.bryson@example.com \n",
  662. "11 michael.mateo@example.com \n",
  663. "18 matthew.easton@example.com \n",
  664. "7 mason.josiah@example.com \n",
  665. "32 luke.gavin@example.com \n",
  666. "17 lucas.nolan@example.com \n",
  667. "21 logan.evan@example.com \n",
  668. "53 lincoln.kayden@example.com \n",
  669. "5 liam.landon@example.com \n",
  670. "45 levi.elias@example.com \n",
  671. "42 julian.zachary@example.com \n",
  672. "38 joshua.chase@example.com \n",
  673. "23 joseph.asher@example.com \n",
  674. "0 john@email.com \n",
  675. "31 john.cooper@example.com \n",
  676. "30 jayden.ian@example.com \n",
  677. "44 jaxon.ayden@example.com \n",
  678. "8 james.jonathan@example.com \n",
  679. "10 jacob.jeremiah@example.com \n",
  680. "20 jackson.colton@example.com \n",
  681. "1 wilson@sss.com \n",
  682. "41 jack.kevin@example.com \n",
  683. "50 isaiah.roman@example.com \n",
  684. "34 isaac.jaxson@example.com \n",
  685. "48 hunter.greyson@example.com \n",
  686. "25 henry.austin@example.com \n",
  687. "40 grayson.xavier@example.com \n",
  688. "28 gabriel.jace@example.com \n",
  689. "13 ethan.hudson@example.com \n",
  690. "12 elijah.adrian@example.com \n",
  691. "35 dylan.theodore@example.com \n",
  692. "22 david.angel@example.com \n",
  693. "16 daniel.brayden@example.com \n",
  694. "2 clara@gmail.com \n",
  695. "39 christopher.parker@example.com \n",
  696. "49 christian.sawyer@example.com \n",
  697. "54 charles.ryder@example.com \n",
  698. "29 carter.jose@example.com \n",
  699. "47 caleb.leonardo@example.com \n",
  700. "9 benjamin.cameron@example.com \n",
  701. "33 anthony.carson@example.com \n",
  702. "3 NaN \n",
  703. "37 andrew.ezra@example.com \n",
  704. "14 alexander.robert@example.com \n",
  705. "19 aiden.jordan@example.com \n",
  706. "52 aaron.bentley@example.com "
  707. ]
  708. },
  709. "execution_count": 24,
  710. "metadata": {},
  711. "output_type": "execute_result"
  712. }
  713. ],
  714. "source": [
  715. "users.sort_values([\"first_name\", \"last_name\"], ascending=False)"
  716. ]
  717. }
  718. ],
  719. "metadata": {
  720. "kernelspec": {
  721. "display_name": "Python 3",
  722. "language": "python",
  723. "name": "python3"
  724. },
  725. "language_info": {
  726. "codemirror_mode": {
  727. "name": "ipython",
  728. "version": 3
  729. },
  730. "file_extension": ".py",
  731. "mimetype": "text/x-python",
  732. "name": "python",
  733. "nbconvert_exporter": "python",
  734. "pygments_lexer": "ipython3",
  735. "version": "3.6.5"
  736. }
  737. },
  738. "nbformat": 4,
  739. "nbformat_minor": 2
  740. }
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