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at 14.28.13</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/12/Screenshot-2018-12-30-at-14.05.23.png</image:loc><image:title>Screenshot 2018-12-30 at 14.05.23</image:title></image:image><lastmod>2018-12-30T13:01:25+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/11/30/emerging-from-data-science-intensive/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/11/screenshot-2018-11-30-at-08-43-06.png</image:loc><image:title>Screenshot 2018-11-30 at 08.43.06</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/11/screenshot-2018-11-30-at-05-56-17.png</image:loc><image:title>DSI</image:title></image:image><lastmod>2018-11-30T06:54:08+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/08/23/pandas-dataframe-styling-cool/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/screen-shot-2018-08-23-at-18-17-51.png</image:loc><image:title>Screen Shot 2018-08-23 at 18.17.51</image:title></image:image><lastmod>2018-08-23T16:19:30+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/08/19/a-goldmine-of-information/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/info.png</image:loc><image:title>info</image:title></image:image><lastmod>2018-08-19T12:34:24+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/08/18/sql-cheatsheet/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/clever_owl.png</image:loc><image:title>clever_owl</image:title></image:image><lastmod>2018-08-18T06:39:11+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/07/28/bash-command-not-found/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/07/screen-shot-2018-07-28-at-10-34-22.png</image:loc><image:title>Screen Shot 2018-07-28 at 10.34.22</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/07/screen-shot-2018-07-28-at-09-56-07.png</image:loc><image:title>Screen Shot 2018-07-28 at 09.56.07</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/07/screen-shot-2018-07-28-at-09-56-432.png</image:loc><image:title>Screen Shot 2018-07-28 at 09.56.43</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/07/screen-shot-2018-07-28-at-09-57-40.png</image:loc><image:title>Screen Shot 2018-07-28 at 09.57.40</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/07/woman_pulling_hair_out.jpg</image:loc><image:title>woman_pulling_hair_out</image:title></image:image><lastmod>2018-08-15T10:43:16+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/08/09/a-scrum-fan-is-born-cheatsheet/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/screen-shot-2018-08-08-at-18-55-09.png</image:loc><image:title>Screen Shot 2018-08-08 at 18.55.09</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/scrum.jpg</image:loc><image:title>scrum</image:title></image:image><lastmod>2018-08-09T05:52:02+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/08/05/law-of-total-probability-worked-examples/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/screen-shot-2018-08-05-at-13-24-20.png</image:loc><image:title>Screen Shot 2018-08-05 at 13.24.20</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/screen-shot-2018-08-05-at-13-18-10.png</image:loc><image:title>Screen Shot 2018-08-05 at 13.18.10</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/screen-shot-2018-08-05-at-12-50-48.png</image:loc><image:title>Screen Shot 2018-08-05 at 12.50.48</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/screen-shot-2018-08-05-at-12-32-59.png</image:loc><image:title>Screen Shot 2018-08-05 at 12.32.59</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/screen-shot-2018-08-05-at-11-58-43.png</image:loc><image:title>Screen Shot 2018-08-05 at 11.58.43</image:title></image:image><lastmod>2018-08-05T12:03:47+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/08/04/expected-value-refresher/</loc><lastmod>2018-08-04T16:45:20+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/08/03/git-cheatsheet/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/08/screen-shot-2018-08-03-at-12-29-44.png</image:loc><image:title>Screen Shot 2018-08-03 at 12.29.44</image:title></image:image><lastmod>2018-08-03T11:19:51+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/07/25/why-linux-command-line/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/07/penguin.png</image:loc><image:title>penguin</image:title></image:image><lastmod>2018-07-25T14:52:37+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/07/03/getting-results-vs-understanding/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/07/shortcut-on-desktop.png</image:loc><image:title>shortcut-on-desktop</image:title></image:image><lastmod>2018-07-03T11:37:30+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/06/27/thoughts-on-keeping-on-going/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/06/screen-shot-2018-06-27-at-17-04-23.png</image:loc><image:title>Screen Shot 2018-06-27 at 17.04.23</image:title></image:image><lastmod>2018-06-27T15:08:08+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/06/20/learn-python-challenge-on-kaggle/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/06/rabbit.png</image:loc><image:title>rabbit</image:title></image:image><lastmod>2018-06-20T06:29:48+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/06/12/dsi-beyond-excited/</loc><lastmod>2018-06-12T07:17:45+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/05/25/my-magicians-wand-works/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/05/magician.jpg</image:loc><image:title>magician</image:title><image:caption>This is an evaluation image and is Copyright Acclaim Images LLC. Do not publish without acquiring a license. Image number: 0515-0904-0722-5224. 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07.21.01</image:title></image:image><lastmod>2018-05-03T05:51:56+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/04/30/perspectives-after-a-no-screens-break/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/04/img_2314.jpg</image:loc><image:title>Elephant</image:title></image:image><lastmod>2018-04-30T12:13:38+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/04/07/thoughts-on-strengthening-machine-learning-in-africa/</loc><lastmod>2018-04-07T18:44:53+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/04/07/linear-algebra-check/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/04/screen-shot-2018-04-07-at-15-46-17-e1523108834430.png</image:loc><image:title>done it</image:title></image:image><lastmod>2018-04-07T14:12:57+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/03/28/deep-learning-indabax-western-cape/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/03/sheep-wallpaper.jpg</image:loc><image:title>sheep-wallpaper</image:title></image:image><lastmod>2018-03-28T18:18:08+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/03/27/a-gem-of-a-book/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/03/nobul.jpg</image:loc><image:title>nobul</image:title></image:image><lastmod>2018-03-27T07:59:43+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/03/20/yes-i-can-api/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/03/download.png</image:loc><image:title>download</image:title></image:image><lastmod>2018-03-20T04:22:13+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/03/14/3blue1brown-thank-you/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/03/screen-shot-2018-03-14-at-21-50-22.png</image:loc><image:title>Screen Shot 2018-03-14 at 21.50.22</image:title></image:image><lastmod>2018-03-14T19:53:54+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/03/08/linear-algebra/</loc><lastmod>2018-03-08T15:10:24+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/03/08/visualization-seems-to-be-a-thing/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/03/th.jpeg</image:loc><image:title>th</image:title></image:image><lastmod>2018-03-08T15:05:11+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/03/08/polar-bar-chart-challenge/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/03/polar-bar-chart.png</image:loc><image:title>polar bar chart</image:title></image:image><lastmod>2018-03-08T14:55:14+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/02/28/my-1st-dashboard/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/water_dash.png</image:loc><image:title>water_dash</image:title></image:image><lastmod>2018-02-28T06:15:21+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/02/23/problems-with-a-snobby-study-partner/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/screen-shot-2018-02-23-at-06-56-19.png</image:loc><image:title>Screen Shot 2018-02-23 at 06.56.19</image:title></image:image><lastmod>2018-02-23T04:59:11+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/02/20/natural-sorting/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/arch.jpg</image:loc><image:title>arch</image:title></image:image><lastmod>2018-02-20T12:53:55+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/02/16/matplotlib-gallery/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/polar_scatter_demo.png</image:loc><image:title>polar_scatter_demo</image:title></image:image><lastmod>2018-02-16T06:08:21+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/02/16/matplotlib-really-basic-basics/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/screen-shot-2018-02-16-at-07-51-18.png</image:loc><image:title>Screen Shot 2018-02-16 at 07.51.18</image:title></image:image><lastmod>2018-02-16T06:00:19+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/01/14/a-multi-index-conundrum/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/arrows-e1515935490724.png</image:loc><image:title>Arrows</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/screen-shot-2018-01-14-at-15-04-13.png</image:loc><image:title>outcome</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/screen-shot-2018-01-14-at-14-57-54.png</image:loc><image:title>Screen Shot 2018-01-14 at 14.57.54</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/screen-shot-2018-01-14-at-14-51-37.png</image:loc><image:title>exampe</image:title></image:image><lastmod>2018-02-16T04:03:28+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/02/16/cheat-sheet-pandas-data-manipulation/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/hand-drawn-arrow-2.png</image:loc><image:title>hand-drawn-arrow-2</image:title></image:image><lastmod>2018-02-16T03:58:01+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/02/14/cheat-sheet-pandas-data-selection/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/panda.png</image:loc><image:title>panda</image:title></image:image><lastmod>2018-02-14T18:27:05+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/02/12/matplotlib-colour-library/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/paint.png</image:loc><image:title>paint</image:title></image:image><lastmod>2018-02-12T16:02:24+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/02/08/t-testing-a-worked-example/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/screen-shot-2018-02-08-at-05-10-10.png</image:loc><image:title>Screen Shot 2018-02-08 at 05.10.10</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/img_2208.jpg</image:loc><image:title>IMG_2208</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/02/screen-shot-2018-02-08-at-05-23-14.png</image:loc><image:title>Screen Shot 2018-02-08 at 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18.45.23</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/screen-shot-2018-01-28-at-18-43-51.png</image:loc><image:title>dataframes</image:title></image:image><lastmod>2018-01-28T18:06:51+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/01/28/is-it-normal-to-get-lost-in-your-own-code/</loc><lastmod>2018-01-28T10:39:25+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/01/23/break-it-down/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/lego-bricks-pile.png</image:loc><image:title>lego-bricks-pile</image:title></image:image><lastmod>2018-01-23T03:29:27+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://shotlefttodatascience.com/2018/01/14/if-you-enjoyed-vlookup/</loc><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/screen-shot-2018-01-14-at-14-37-33.png</image:loc><image:title>outcome</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/screen-shot-2018-01-14-at-14-33-46.png</image:loc><image:title>lists</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/screen-shot-2018-01-14-at-14-11-20.png</image:loc><image:title>out</image:title></image:image><image:image><image:loc>https://shotlefttodatascience.com/wp-content/uploads/2018/01/screen-shot-2018-01-14-at-14-07-381.png</image:loc><image:title>Screen 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