-
Notifications
You must be signed in to change notification settings - Fork 0
/
index.html
925 lines (858 loc) · 39.9 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
<!DOCTYPE html>
<html lang="en"><head>
<script src="slides_files/libs/clipboard/clipboard.min.js"></script>
<script src="slides_files/libs/quarto-html/tabby.min.js"></script>
<script src="slides_files/libs/quarto-html/popper.min.js"></script>
<script src="slides_files/libs/quarto-html/tippy.umd.min.js"></script>
<link href="slides_files/libs/quarto-html/tippy.css" rel="stylesheet">
<link href="slides_files/libs/quarto-html/light-border.css" rel="stylesheet">
<link href="slides_files/libs/quarto-html/quarto-syntax-highlighting-dark-dec4957386d03255e1655963b31d62d3.css" rel="stylesheet" id="quarto-text-highlighting-styles"><meta charset="utf-8">
<meta name="generator" content="quarto-1.7.5">
<title>FSU Sports Analytics Series</title>
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no, minimal-ui">
<link rel="stylesheet" href="slides_files/libs/revealjs/dist/reset.css">
<link rel="stylesheet" href="slides_files/libs/revealjs/dist/reveal.css">
<style>
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
div.columns{display: flex; gap: min(4vw, 1.5em);}
div.column{flex: auto; overflow-x: auto;}
div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
ul.task-list{list-style: none;}
ul.task-list li input[type="checkbox"] {
width: 0.8em;
margin: 0 0.8em 0.2em -1em; /* quarto-specific, see https://github.com/quarto-dev/quarto-cli/issues/4556 */
vertical-align: middle;
}
</style>
<link rel="stylesheet" href="slides_files/libs/revealjs/dist/theme/quarto-80857c6fe5916a20fd3014a757e04d57.css">
<link rel="stylesheet" href="style.css">
<link href="slides_files/libs/revealjs/plugin/quarto-line-highlight/line-highlight.css" rel="stylesheet">
<link href="slides_files/libs/revealjs/plugin/reveal-menu/menu.css" rel="stylesheet">
<link href="slides_files/libs/revealjs/plugin/reveal-menu/quarto-menu.css" rel="stylesheet">
<link href="slides_files/libs/revealjs/plugin/quarto-support/footer.css" rel="stylesheet">
<style type="text/css">
.reveal div.sourceCode {
margin: 0;
overflow: auto;
}
.reveal div.hanging-indent {
margin-left: 1em;
text-indent: -1em;
}
.reveal .slide:not(.center) {
height: 100%;
}
.reveal .slide.scrollable {
overflow-y: auto;
}
.reveal .footnotes {
height: 100%;
overflow-y: auto;
}
.reveal .slide .absolute {
position: absolute;
display: block;
}
.reveal .footnotes ol {
counter-reset: ol;
list-style-type: none;
margin-left: 0;
}
.reveal .footnotes ol li:before {
counter-increment: ol;
content: counter(ol) ". ";
}
.reveal .footnotes ol li > p:first-child {
display: inline-block;
}
.reveal .slide ul,
.reveal .slide ol {
margin-bottom: 0.5em;
}
.reveal .slide ul li,
.reveal .slide ol li {
margin-top: 0.4em;
margin-bottom: 0.2em;
}
.reveal .slide ul[role="tablist"] li {
margin-bottom: 0;
}
.reveal .slide ul li > *:first-child,
.reveal .slide ol li > *:first-child {
margin-block-start: 0;
}
.reveal .slide ul li > *:last-child,
.reveal .slide ol li > *:last-child {
margin-block-end: 0;
}
.reveal .slide .columns:nth-child(3) {
margin-block-start: 0.8em;
}
.reveal blockquote {
box-shadow: none;
}
.reveal .tippy-content>* {
margin-top: 0.2em;
margin-bottom: 0.7em;
}
.reveal .tippy-content>*:last-child {
margin-bottom: 0.2em;
}
.reveal .slide > img.stretch.quarto-figure-center,
.reveal .slide > img.r-stretch.quarto-figure-center {
display: block;
margin-left: auto;
margin-right: auto;
}
.reveal .slide > img.stretch.quarto-figure-left,
.reveal .slide > img.r-stretch.quarto-figure-left {
display: block;
margin-left: 0;
margin-right: auto;
}
.reveal .slide > img.stretch.quarto-figure-right,
.reveal .slide > img.r-stretch.quarto-figure-right {
display: block;
margin-left: auto;
margin-right: 0;
}
</style>
</head>
<body class="quarto-dark">
<div class="reveal">
<div class="slides">
<section id="title-slide" class="quarto-title-block center">
<h1 class="title">FSU Sports Analytics Series</h1>
<div class="quarto-title-authors">
</div>
</section>
<section id="fsu-sports-analytics-series" class="slide level2" style="text-align: center;">
<h2>FSU Sports Analytics Series</h2>
<div style="text-align: center;">
<p><strong>Slide Link</strong>: <a href="https://fsusac.sportsdataverse.org/"><code>fsusac.sportsdataverse.org</code></a></p>
<p>Saiem Gilani</p>
</div>
</section>
<section id="overview" class="slide level2">
<h2>Overview</h2>
<p>The topic of our conversation will center around how to get access to sports data and why you should know your way around the data generated by the sports in which you are interested.</p>
</section>
<section id="about-me" class="slide level2">
<h2>About me</h2>
<p>Saiem Gilani - Lead engineer and founder of the SportsDataverse <br><a href="https://twitter.com/saiemgilani" target="blank"><img src="https://img.shields.io/twitter/follow/saiemgilani?color=blue&label=%40saiemgilani&logo=twitter&style=for-the-badge" alt="@saiemgilani"></a> <a href="https://github.com/saiemgilani" target="blank"><img src="https://img.shields.io/github/followers/saiemgilani?color=eee&logo=Github&style=for-the-badge" alt="@saiemgilani"></a></p>
<h3 id="background">Background</h3>
<p>Born and raised a Seminole and a proud Tallahassee native. I am an FSU alumnus in mathematics and went to graduate school at Georgia Tech for analytics. My general domain of work is machine learning and data science with a current focus on sports.</p>
</section>
<section id="how-did-you-get-started" class="slide level2 smaller">
<h2>How did you get started?</h2>
<p>I attended the FSU Sports Analytics Summit 2020!</p>
<div class="columns">
<div class="column" style="width:100%;">
<p>I wrote up some of my thoughts and observations on incoming coach Mike Norvell’s presentation on a handful of analytics-related topics. This became my first article for <a href="https://www.tomahawknation.com/">Tomahawk Nation</a>, the SBNation blog covering the Seminoles.</p>
<div class="cell">
<div class="cell-output-display">
<div>
<figure>
<p><img data-src="media/tn-article.png" width="694"></p>
</figure>
</div>
</div>
</div>
</div></div>
<div class="callout callout-tip callout-titled callout-style-default">
<div class="callout-body">
<div class="callout-title">
<div class="callout-icon-container">
<i class="callout-icon"></i>
</div>
<p><strong>Further reading</strong></p>
</div>
<div class="callout-content">
<ul>
<li>Gilani, Saiem (2020). <a href="https://www.tomahawknation.com/2020/2/25/21151849/coach-mike-norvell-at-fsu-sports-analytics-summit"><em>Thoughts on FSU head coach Mike Norvell’s sports analytics presentation</em></a>. Tomahawk Nation.</li>
</ul>
</div>
</div>
</div>
</section>
<section id="started-meeting-great-folks-online" class="slide level2 smaller">
<h2>Started meeting great folks online</h2>
<p>Simultaneously, I started working with the <code>{cfbscrapR}</code> package (now archived) to help write analytics driven articles.</p>
<div class="columns">
<div class="column" style="width:70%;">
<p>I would not be here without my collaborators from the <code>cfbscrapR</code> team:</p>
<ul>
<li><a href="https://twitter.com/msubbaiah1">Meyappan Subbiah</a></li>
<li><a href="https://twitter.com/statsowar">Parker Fleming</a></li>
</ul>
</div><div class="column" style="width:30%;">
<div class="cell">
<div class="cell-output-display">
<div>
<figure>
<p><img data-src="https://raw.githubusercontent.com/saiemgilani/cfbscrapR/master/man/figures/logo.png" style="width:45.0%"></p>
</figure>
</div>
</div>
</div>
</div></div>
<div class="columns">
<div class="column" style="width:70%;">
<p>I quickly became involved with contributing to my first open-source package on <a href="https://github.com/sportsdataverse">GitHub</a>, eventually becoming a co-author. I then developed the successor to the package, <a href="https://cfbfastR.sportsdataverse.org"><code>{cfbfastR}</code></a>.</p>
</div><div class="column" style="width:30%;">
<div class="cell">
<div class="cell-output-display">
<div>
<figure>
<p><img data-src="https://raw.githubusercontent.com/sportsdataverse/cfbfastR/main/man/figures/logo.png" style="width:45.0%"></p>
</figure>
</div>
</div>
</div>
</div></div>
</section>
<section id="went-to-another-conference" class="slide level2 smaller">
<h2>Went to another conference</h2>
<ul>
<li><p>I used my experience from going to the FSU Sports Analytics Symposium to sharpen my networking and communication skills</p></li>
<li><p>A couple weeks later, I went to the 2020 MIT Sloan Sports Analytics Conference</p></li>
<li><p>Got to meet and see some sports analytics celebrities like Seth Partnow, John Hollinger, and <a href="https://youtu.be/eNHlsI_8gaw">Alok Pattani</a></p></li>
<li><p>Competed in the Hackathon, an exceptional opportunity to work with and chat with very talented individuals about shared research ideas and further steps we could take with our projects</p></li>
</ul>
</section>
<section id="everything-came-to-a-screeching-halt" class="slide level2">
<h2>Everything came to a screeching halt</h2>
<div class="tenor-gif-embed" data-postid="16564497" data-share-method="host" data-aspect-ratio="1.14286" data-width="70%" style="text-align: center;justify-content: center">
<a href="https://tenor.com/view/rudy-gobert-nba-touching-the-mics-utah-jazz-gif-16564497">Rudy Gobert Nba GIF</a>from <a href="https://tenor.com/search/rudy+gobert-gifs">Rudy Gobert GIFs</a>
</div>
<script type="text/javascript" async="" src="https://tenor.com/embed.js"></script>
</section>
<section id="then-i-had-an-idea" class="slide level2">
<h2>Then, I had an idea 💡</h2>
<p>I had a thought I am sure many of the long-standing members of the sports analytics community has had.</p>
<ul>
<li><p><em>what if getting sports data for analysis was easy?</em></p></li>
<li><p><em>what if we worked together to build the data infrastructure for research?</em></p></li>
<li><p><em>how much further would we get?</em></p></li>
</ul>
</section>
<section id="the-sportsdataverse" class="slide level2">
<h2><a href="https://sportsdataverse.org">The SportsDataverse</a></h2>
<div>
<ul>
<li class="fragment"><p>An organization trying to make the sports data and analytics industry more diverse, inclusive, and accessible by providing high-quality resources for end-users and opportunities for practical code skill development for those that join the effort<br>
💡 + 💻 + 📈</p></li>
<li class="fragment"><p>A set of packages for loading and scraping sports data in R, Python, and Node.js with focus placed on play-by-play data<br>
<a href="https://r.sportsdataverse.org/" target="_blank" alt="R"> <img src="media/r-project-icon.svg" alt="R" width="40" height="40"> </a> + <a href="https://py.sportsdataverse.org/" alt="Saiem's Python Packages" target="_blank"> <img src="media/python-original.svg" alt="python" width="40" height="40"> </a> + <a href="https://js.sportsdataverse.org" target="_blank"> <img src="media/nodejs.png" alt="nodejs" width="60" height="50"> </a></p></li>
</ul>
</div>
</section>
<section id="the-strength-of-the-sportsdataverse" class="slide level2 smaller">
<h2>The strength of the SportsDataverse</h2>
<div>
<ul>
<li class="fragment"><p>A community of developers committed to developing and maintaining open-source sports data packages and pipelines as on-going public utilities<br>
👥 + 💬 + 👨💻 + 📦</p></li>
<li class="fragment"><p>A set of corresponding data repositories which allow fast loading of the data for users and collectively form one of the largest open-source sports data resources with <strong>over 250Gb of data produced</strong> from the packages I contribute to<br>
🔑 + 👑</p></li>
<li class="fragment"><p>Our organization helps establish the bench of developers from diverse backgrounds to spearhead projects and make contributions</p></li>
</ul>
</div>
</section>
<section id="our-progress-so-far" class="slide level2 smaller">
<h2>Our progress so far <a href="https://r.sportsdataverse.org/" target="_blank" alt="R"> <img src="media/r-project-icon.svg" alt="R" width="80" height="80"> </a></h2>
<p><a href="https://github.com/sportsdataverse">20+ R packages</a> with over a dozen sports leagues covered.</p>
<div class="columns">
<div class="column" style="width:50%;">
<p><strong>Pro Leagues</strong></p>
<ul>
<li>NBA</li>
<li>WNBA</li>
<li>NBA G-League</li>
<li>MLB</li>
<li>NHL</li>
<li>Premier Hockey Federation</li>
<li>NWSL</li>
<li>A boatload of soccer leagues</li>
</ul>
</div><div class="column" style="width:50%;">
<p><strong>Collegiate Leagues</strong></p>
<ul>
<li>College Football</li>
<li>Men’s College Basketball</li>
<li>Women’s College Basketball</li>
<li>College Baseball</li>
<li>College Softball</li>
<li>College Football Recruiting</li>
<li>College Basketball Recruiting</li>
</ul>
</div></div>
</section>
<section id="our-progress-so-far-1" class="slide level2">
<h2>Our progress so far <a href="https://py.sportsdataverse.org/" alt="Saiem's Python Packages" target="_blank"> <img src="media/python-original.svg" alt="python" width="80" height="80"> </a> + <a href="https://js.sportsdataverse.org" target="_blank"> <img src="media/nodejs.png" alt="nodejs" width="84" height="70"> </a></h2>
<p>Access to loadable SDV-provided data and functions in the <a href="https://py.sportsdataverse.org/"><code>sportsdataverse</code></a> python module and access to ESPN endpoints. Additional modules include: <a href="https://sportypy.sportsdataverse.org/"><code>sportypy</code></a>, <a href="https://collegebaseball.readthedocs.io/en/latest/index.html"><code>collegebaseball</code></a>, <a href="https://github.com/nwslR/nwslpy"><code>nwslpy</code></a>, and <a href="https://github.com/sportsdataverse/recruitR-py/"><code>recruitR-py</code></a> <br> <br></p>
<p>Access to ESPN endpoints (among other websites) via the <a href="https://js.sportsdataverse.org/"><code>sportsdataverse</code></a> node.js module for easy web application development.</p>
</section>
<section id="why-use-the-sportsdataverse" class="slide level2 smaller">
<h2>Why use the SportsDataverse?</h2>
<p>The first public conversation on the SportsDataverse projects happened at the Carnegie Mellon Sports Analytics Conference. The <a href="https://www.stat.cmu.edu/cmsac/conference/2021/assets/pdf/SaiemGilani.pdf">paper</a> I wrote for the conference was selected as the winner for the Data and Software contribution, Open Track for their reproducible research competition.</p>
<ul>
<li>It was built for you enthusiasts and soon-to-be entrants into the field</li>
<li>Allows users to quickly access seasons worth of datasets (which are updated nightly via automated <a href="https://github.com/sportsdataverse/hoopR-nba-data/actions">GitHub Actions</a>) via loading function calls, taking the burden off users to maintain their own web scraping scripts</li>
<li>This in-turn provides significantly easier opportunities for reproducible research and reporting</li>
</ul>
<div class="callout callout-tip callout-titled callout-style-default">
<div class="callout-body">
<div class="callout-title">
<div class="callout-icon-container">
<i class="callout-icon"></i>
</div>
<p><strong>Further reading</strong></p>
</div>
<div class="callout-content">
<ul>
<li>Gilani, Saiem (2021). <a href="https://www.stat.cmu.edu/cmsac/conference/2021/assets/pdf/SaiemGilani.pdf"><em>The SportsDataverse: An Open Sports Data Initiative</em></a>. 2021 CMU Sports Analytics Conference.</li>
</ul>
</div>
</div>
</div>
</section>
<section id="great-but-how-does-this-affect-me" class="slide level2 smaller">
<h2>Great… but how does this affect me?</h2>
<h3 id="well-there-is-a-fairly-direct-pipeline-from">Well, there is a fairly direct pipeline from…</h3>
<ul>
<li>contributing to open-source projects</li>
<li>using open-source resources to create your own open-source sports analytics projects and portfolio</li>
<li>being an active member of the open-source sports analytics community</li>
</ul>
<h3 id="to-getting-a-job-in-sports-analytics"><strong>…to getting a job in Sports Analytics</strong></h3>
<div class="callout callout-tip callout-titled callout-style-default">
<div class="callout-body">
<div class="callout-title">
<div class="callout-icon-container">
<i class="callout-icon"></i>
</div>
<p><strong>More on this topic</strong></p>
</div>
<div class="callout-content">
<ul>
<li>Ventura, Sam (29 October 2022). <a href="https://youtu.be/_kaGsjbSIPg"><em>Open-Sourcing the Sports Analytics Hiring Process</em></a>. 2022 CMU Sports Analytics Conference.</li>
</ul>
</div>
</div>
</div>
</section>
<section id="using-interview-projects" class="slide level2">
<h2>Using interview projects</h2>
<ul>
<li><p>As more teams and organizations adopt these principles, you may get opportunities to share projects created during the interview process on GitHub and in your portfolio</p></li>
<li><p>I am particularly grateful to the Brooklyn Nets for giving me the opportunity to add a project I built in under a couple weeks into my portfolio</p></li>
</ul>
<p><a href="https://blazingthenets.com">Blazing the Nets</a></p>
</section>
<section id="get-on-github" class="slide level2">
<h2>Get on GitHub! <a href="https://github.com/" alt="GitHub" target="_blank"> <img src="media/github-mark.png" alt="GitHub" width="80" height="80"> </a></h2>
<ul>
<li><p>Sign up for an account on <a href="https://github.com">github.com</a></p></li>
<li><p>If you’re a student, sign up for the extremely generous <a href="https://education.github.com/pack">GitHub Student Developer Pack</a></p></li>
<li><p>Start sharing your code and projects online <strong>so that people may see them</strong></p></li>
<li><p>Build out a portfolio of interesting research topics, data visualizations, web applications</p></li>
</ul>
</section>
<section id="then-share-on-social-media" class="slide level2">
<h2>Then share on social media!</h2>
<ul>
<li><p>There are countless examples of people getting hired straight off their analysis on Twitter</p></li>
<li><p>Build a following to increase your network reach</p></li>
<li><p>Be prepared to have not nice things said about your work</p></li>
<li><p>Take feedback constructively and incrementally improve your projects</p></li>
</ul>
</section>
<section id="who-knows-what-can-happen" class="slide level2">
<h2>Who knows what can happen?</h2>
<img data-src="media/rockets_email.png" style="width:45.0%" class="r-stretch"></section>
<section id="so-what-do-you-really-do" class="slide level2 smaller">
<h2>So, what do you really do?</h2>
<p>I make data things work together to create models, reports, and applications for other stakeholders to use in their decision-making (or perhaps for upstream/downstream processes).</p>
<div class="callout callout-note callout-titled callout-style-default">
<div class="callout-body">
<div class="callout-title">
<div class="callout-icon-container">
<i class="callout-icon"></i>
</div>
<p><strong>It’s about <em>knowledge</em> and not just <em>code</em></strong></p>
</div>
<div class="callout-content">
<p>Tasks can include:</p>
<ul>
<li>Creating a useful model for player and team evaluation</li>
<li>Producing a nightly report of games and player boxscores using internal metrics and methods</li>
<li>Developing API’s and database methods for evolving data service provider offerings</li>
<li>… doing it better, communicating it better</li>
</ul>
</div>
</div>
</div>
</section>
<section id="some-inspirations-and-heros" class="slide level2 smaller">
<h2>Some Inspirations and Heros</h2>
<h4 id="my-beautiful-and-brilliant-wife-madiha-and-my-family">My beautiful and brilliant wife, Madiha, and my family</h4>
<div class="columns">
<div class="column" style="width:50%;">
<h4 id="my-collaborators-from-the-cfbfastr-team">My collaborators from the <code>cfbfastR</code> team:</h4>
<ul>
<li>Akshay Easwaran</li>
<li>Jared Lee</li>
<li>Eric Hess</li>
</ul>
</div><div class="column" style="width:50%;">
<div class="cell">
<div class="cell-output-display">
<div>
<figure>
<p><img data-src="https://raw.githubusercontent.com/saiemgilani/cfbfastR/master/man/figures/logo.png" style="width:20.0%"></p>
</figure>
</div>
</div>
</div>
</div></div>
<div class="columns">
<div class="column" style="width:50%;">
<h4 id="the-creator-of-collegefootballdata.com">The creator of <a href="https://collegefootballdata.com">CollegeFootballData.com</a>:</h4>
<ul>
<li>Bill Radjewski</li>
</ul>
</div><div class="column" style="width:50%;">
<div class="cell">
<div class="cell-output-display">
<div>
<figure>
<p><img data-src="https://raw.githubusercontent.com/saiemgilani/The_SportsDataverse_Initiative/main/figures/CFBDLogo.png" style="width:23.0%"></p>
</figure>
</div>
</div>
</div>
</div></div>
<div class="columns">
<div class="column" style="width:50%;">
<h4 id="the-nflverse-team">The <code>nflverse</code> team:</h4>
<ul>
<li>Sebastian Carl</li>
<li>Ben Baldwin</li>
<li>Tan Ho</li>
</ul>
</div><div class="column" style="width:50%;">
<div class="cell">
<div class="cell-output-display">
<div>
<figure>
<p><img data-src="https://raw.githubusercontent.com/nflverse/nflverse/main/man/figures/logo.png" style="width:23.0%"></p>
</figure>
</div>
</div>
</div>
</div></div>
</section>
<section id="thank-you" class="slide level2">
<h2>Thank you</h2>
<ul>
<li>FSU Sports Analytics Club for creating a wonderful speaker series</li>
<li>The seriously awesome community of developers that helps build and maintain resources</li>
<li>All y’all for listening in</li>
</ul>
</section>
<section id="learn-more" class="slide level2">
<h2>Learn more</h2>
<ul>
<li><p><a href="https://www.sportsdataverse.org/"><code>sportsdataverse</code>.org</a> <a href="https://twitter.com/sportsdataverse" target="blank"><img src="https://img.shields.io/twitter/follow/sportsdataverse?color=blue&label=%40SportsDataverse&logo=twitter&style=for-the-badge" alt="@sportsdataverse"></a></p></li>
<li><p><a href="https://saiemgilani.github.io/cfbfastR/"><code>cfbfastR</code> docs</a> <a href="https://twitter.com/cfbfastR" target="blank"><img src="https://img.shields.io/twitter/follow/cfbfastR?color=blue&label=%40cfbfastR&logo=twitter&style=for-the-badge" alt="@cfbfastR"></a></p></li>
<li><p><a href="https://gameonpaper.com/cfb/">Game on Paper</a> - for a look at the <code>sportsdataverse</code> python package serving live advanced stats with expected points and win probability metrics.</p></li>
</ul>
<p><a href="https://twitter.com/saiemgilani" target="blank"><img src="https://img.shields.io/twitter/follow/saiemgilani?color=blue&label=%40saiemgilani&logo=twitter&style=for-the-badge" alt="@saiemgilani"></a> <a href="https://github.com/saiemgilani" target="blank"><img src="https://img.shields.io/github/followers/saiemgilani?color=eee&logo=Github&style=for-the-badge" alt="@saiemgilani"></a></p>
</section>
<section id="questions" class="slide level2" style="text-align: center;">
<h2>Questions?</h2>
</section>
</div>
<div class="quarto-auto-generated-content" style="display: none;">
<div class="footer footer-default">
<p>Slides link <a href="https://fsusac.sportsdataverse.org/" target="_blank"><code>fsusac.sportsdataverse.org</code></a> | <a href="https://github.com/sportsdataverse/fsu-sac/" target="_blank">Source code</a> | Author: Saiem Gilani <img data-src="https://img.shields.io/github/followers/saiemgilani?color=eee&label=%40saiemgilani&logo=github&style=for-the-badge.png" target="_blank"></p>
</div>
</div></div>
<script>window.backupDefine = window.define; window.define = undefined;</script>
<script src="slides_files/libs/revealjs/dist/reveal.js"></script>
<!-- reveal.js plugins -->
<script src="slides_files/libs/revealjs/plugin/quarto-line-highlight/line-highlight.js"></script>
<script src="slides_files/libs/revealjs/plugin/pdf-export/pdfexport.js"></script>
<script src="slides_files/libs/revealjs/plugin/reveal-menu/menu.js"></script>
<script src="slides_files/libs/revealjs/plugin/reveal-menu/quarto-menu.js"></script>
<script src="slides_files/libs/revealjs/plugin/quarto-support/support.js"></script>
<script src="slides_files/libs/revealjs/plugin/notes/notes.js"></script>
<script src="slides_files/libs/revealjs/plugin/search/search.js"></script>
<script src="slides_files/libs/revealjs/plugin/zoom/zoom.js"></script>
<script src="slides_files/libs/revealjs/plugin/math/math.js"></script>
<script>window.define = window.backupDefine; window.backupDefine = undefined;</script>
<script>
// Full list of configuration options available at:
// https://revealjs.com/config/
Reveal.initialize({
'controlsAuto': true,
'previewLinksAuto': true,
'pdfSeparateFragments': false,
'autoAnimateEasing': "ease",
'autoAnimateDuration': 1,
'autoAnimateUnmatched': true,
'jumpToSlide': true,
'menu': {"side":"left","useTextContentForMissingTitles":true,"markers":false,"loadIcons":false,"custom":[{"title":"Tools","icon":"<i class=\"fas fa-gear\"></i>","content":"<ul class=\"slide-menu-items\">\n<li class=\"slide-tool-item active\" data-item=\"0\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.fullscreen(event)\"><kbd>f</kbd> Fullscreen</a></li>\n<li class=\"slide-tool-item\" data-item=\"1\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.speakerMode(event)\"><kbd>s</kbd> Speaker View</a></li>\n<li class=\"slide-tool-item\" data-item=\"2\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.overview(event)\"><kbd>o</kbd> Slide Overview</a></li>\n<li class=\"slide-tool-item\" data-item=\"3\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.togglePdfExport(event)\"><kbd>e</kbd> PDF Export Mode</a></li>\n<li class=\"slide-tool-item\" data-item=\"4\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.toggleScrollView(event)\"><kbd>r</kbd> Scroll View Mode</a></li>\n<li class=\"slide-tool-item\" data-item=\"5\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.keyboardHelp(event)\"><kbd>?</kbd> Keyboard Help</a></li>\n</ul>"}],"openButton":true},
'smaller': false,
// Display controls in the bottom right corner
controls: false,
// Help the user learn the controls by providing hints, for example by
// bouncing the down arrow when they first encounter a vertical slide
controlsTutorial: false,
// Determines where controls appear, "edges" or "bottom-right"
controlsLayout: 'edges',
// Visibility rule for backwards navigation arrows; "faded", "hidden"
// or "visible"
controlsBackArrows: 'faded',
// Display a presentation progress bar
progress: true,
// Display the page number of the current slide
slideNumber: 'c/t',
// 'all', 'print', or 'speaker'
showSlideNumber: 'all',
// Add the current slide number to the URL hash so that reloading the
// page/copying the URL will return you to the same slide
hash: true,
// Start with 1 for the hash rather than 0
hashOneBasedIndex: false,
// Flags if we should monitor the hash and change slides accordingly
respondToHashChanges: true,
// Push each slide change to the browser history
history: true,
// Enable keyboard shortcuts for navigation
keyboard: true,
// Enable the slide overview mode
overview: true,
// Disables the default reveal.js slide layout (scaling and centering)
// so that you can use custom CSS layout
disableLayout: false,
// Vertical centering of slides
center: false,
// Enables touch navigation on devices with touch input
touch: true,
// Loop the presentation
loop: false,
// Change the presentation direction to be RTL
rtl: false,
// see https://revealjs.com/vertical-slides/#navigation-mode
navigationMode: 'linear',
// Randomizes the order of slides each time the presentation loads
shuffle: false,
// Turns fragments on and off globally
fragments: true,
// Flags whether to include the current fragment in the URL,
// so that reloading brings you to the same fragment position
fragmentInURL: false,
// Flags if the presentation is running in an embedded mode,
// i.e. contained within a limited portion of the screen
embedded: false,
// Flags if we should show a help overlay when the questionmark
// key is pressed
help: true,
// Flags if it should be possible to pause the presentation (blackout)
pause: true,
// Flags if speaker notes should be visible to all viewers
showNotes: false,
// Global override for autoplaying embedded media (null/true/false)
autoPlayMedia: null,
// Global override for preloading lazy-loaded iframes (null/true/false)
preloadIframes: null,
// Number of milliseconds between automatically proceeding to the
// next slide, disabled when set to 0, this value can be overwritten
// by using a data-autoslide attribute on your slides
autoSlide: 0,
// Stop auto-sliding after user input
autoSlideStoppable: true,
// Use this method for navigation when auto-sliding
autoSlideMethod: null,
// Specify the average time in seconds that you think you will spend
// presenting each slide. This is used to show a pacing timer in the
// speaker view
defaultTiming: null,
// Enable slide navigation via mouse wheel
mouseWheel: false,
// The display mode that will be used to show slides
display: 'block',
// Hide cursor if inactive
hideInactiveCursor: true,
// Time before the cursor is hidden (in ms)
hideCursorTime: 5000,
// Opens links in an iframe preview overlay
previewLinks: false,
// Transition style (none/fade/slide/convex/concave/zoom)
transition: 'none',
// Transition speed (default/fast/slow)
transitionSpeed: 'default',
// Transition style for full page slide backgrounds
// (none/fade/slide/convex/concave/zoom)
backgroundTransition: 'none',
// Number of slides away from the current that are visible
viewDistance: 3,
// Number of slides away from the current that are visible on mobile
// devices. It is advisable to set this to a lower number than
// viewDistance in order to save resources.
mobileViewDistance: 2,
// The "normal" size of the presentation, aspect ratio will be preserved
// when the presentation is scaled to fit different resolutions. Can be
// specified using percentage units.
width: 1050,
height: 700,
// Factor of the display size that should remain empty around the content
margin: 0.1,
math: {
mathjax: 'https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.9/MathJax.js',
config: 'TeX-AMS_HTML-full',
tex2jax: {
inlineMath: [['\\(','\\)']],
displayMath: [['\\[','\\]']],
balanceBraces: true,
processEscapes: false,
processRefs: true,
processEnvironments: true,
preview: 'TeX',
skipTags: ['script','noscript','style','textarea','pre','code'],
ignoreClass: 'tex2jax_ignore',
processClass: 'tex2jax_process'
},
},
// reveal.js plugins
plugins: [QuartoLineHighlight, PdfExport, RevealMenu, QuartoSupport,
RevealMath,
RevealNotes,
RevealSearch,
RevealZoom
]
});
</script>
<script>
// htmlwidgets need to know to resize themselves when slides are shown/hidden.
// Fire the "slideenter" event (handled by htmlwidgets.js) when the current
// slide changes (different for each slide format).
(function () {
// dispatch for htmlwidgets
function fireSlideEnter() {
const event = window.document.createEvent("Event");
event.initEvent("slideenter", true, true);
window.document.dispatchEvent(event);
}
function fireSlideChanged(previousSlide, currentSlide) {
fireSlideEnter();
// dispatch for shiny
if (window.jQuery) {
if (previousSlide) {
window.jQuery(previousSlide).trigger("hidden");
}
if (currentSlide) {
window.jQuery(currentSlide).trigger("shown");
}
}
}
// hookup for slidy
if (window.w3c_slidy) {
window.w3c_slidy.add_observer(function (slide_num) {
// slide_num starts at position 1
fireSlideChanged(null, w3c_slidy.slides[slide_num - 1]);
});
}
})();
</script>
<script id="quarto-html-after-body" type="application/javascript">
window.document.addEventListener("DOMContentLoaded", function (event) {
const toggleBodyColorMode = (bsSheetEl) => {
const mode = bsSheetEl.getAttribute("data-mode");
const bodyEl = window.document.querySelector("body");
if (mode === "dark") {
bodyEl.classList.add("quarto-dark");
bodyEl.classList.remove("quarto-light");
} else {
bodyEl.classList.add("quarto-light");
bodyEl.classList.remove("quarto-dark");
}
}
const toggleBodyColorPrimary = () => {
const bsSheetEl = window.document.querySelector("link#quarto-bootstrap");
if (bsSheetEl) {
toggleBodyColorMode(bsSheetEl);
}
}
toggleBodyColorPrimary();
const tabsets = window.document.querySelectorAll(".panel-tabset-tabby")
tabsets.forEach(function(tabset) {
const tabby = new Tabby('#' + tabset.id);
});
const isCodeAnnotation = (el) => {
for (const clz of el.classList) {
if (clz.startsWith('code-annotation-')) {
return true;
}
}
return false;
}
const onCopySuccess = function(e) {
// button target
const button = e.trigger;
// don't keep focus
button.blur();
// flash "checked"
button.classList.add('code-copy-button-checked');
var currentTitle = button.getAttribute("title");
button.setAttribute("title", "Copied!");
let tooltip;
if (window.bootstrap) {
button.setAttribute("data-bs-toggle", "tooltip");
button.setAttribute("data-bs-placement", "left");
button.setAttribute("data-bs-title", "Copied!");
tooltip = new bootstrap.Tooltip(button,
{ trigger: "manual",
customClass: "code-copy-button-tooltip",
offset: [0, -8]});
tooltip.show();
}
setTimeout(function() {
if (tooltip) {
tooltip.hide();
button.removeAttribute("data-bs-title");
button.removeAttribute("data-bs-toggle");
button.removeAttribute("data-bs-placement");
}
button.setAttribute("title", currentTitle);
button.classList.remove('code-copy-button-checked');
}, 1000);
// clear code selection
e.clearSelection();
}
const getTextToCopy = function(trigger) {
const codeEl = trigger.previousElementSibling.cloneNode(true);
for (const childEl of codeEl.children) {
if (isCodeAnnotation(childEl)) {
childEl.remove();
}
}
return codeEl.innerText;
}
const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
text: getTextToCopy
});
clipboard.on('success', onCopySuccess);
if (window.document.getElementById('quarto-embedded-source-code-modal')) {
const clipboardModal = new window.ClipboardJS('.code-copy-button[data-in-quarto-modal]', {
text: getTextToCopy,
container: window.document.getElementById('quarto-embedded-source-code-modal')
});
clipboardModal.on('success', onCopySuccess);
}
var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
var mailtoRegex = new RegExp(/^mailto:/);
var filterRegex = new RegExp('/' + window.location.host + '/');
var isInternal = (href) => {
return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
}
// Inspect non-navigation links and adorn them if external
var links = window.document.querySelectorAll('a[href]:not(.nav-link):not(.navbar-brand):not(.toc-action):not(.sidebar-link):not(.sidebar-item-toggle):not(.pagination-link):not(.no-external):not([aria-hidden]):not(.dropdown-item):not(.quarto-navigation-tool):not(.about-link)');
for (var i=0; i<links.length; i++) {
const link = links[i];
if (!isInternal(link.href)) {
// undo the damage that might have been done by quarto-nav.js in the case of
// links that we want to consider external
if (link.dataset.originalHref !== undefined) {
link.href = link.dataset.originalHref;
}
}
}
function tippyHover(el, contentFn, onTriggerFn, onUntriggerFn) {
const config = {
allowHTML: true,
maxWidth: 500,
delay: 100,
arrow: false,
appendTo: function(el) {
return el.closest('section.slide') || el.parentElement;
},
interactive: true,
interactiveBorder: 10,
theme: 'light-border',
placement: 'bottom-start',
};
if (contentFn) {
config.content = contentFn;
}
if (onTriggerFn) {
config.onTrigger = onTriggerFn;
}
if (onUntriggerFn) {
config.onUntrigger = onUntriggerFn;
}
config['offset'] = [0,0];
config['maxWidth'] = 700;
window.tippy(el, config);
}
const noterefs = window.document.querySelectorAll('a[role="doc-noteref"]');
for (var i=0; i<noterefs.length; i++) {
const ref = noterefs[i];
tippyHover(ref, function() {
// use id or data attribute instead here
let href = ref.getAttribute('data-footnote-href') || ref.getAttribute('href');
try { href = new URL(href).hash; } catch {}
const id = href.replace(/^#\/?/, "");
const note = window.document.getElementById(id);
if (note) {
return note.innerHTML;
} else {
return "";
}
});
}
const findCites = (el) => {
const parentEl = el.parentElement;
if (parentEl) {
const cites = parentEl.dataset.cites;
if (cites) {
return {
el,
cites: cites.split(' ')
};
} else {
return findCites(el.parentElement)
}
} else {
return undefined;
}
};
var bibliorefs = window.document.querySelectorAll('a[role="doc-biblioref"]');
for (var i=0; i<bibliorefs.length; i++) {
const ref = bibliorefs[i];
const citeInfo = findCites(ref);
if (citeInfo) {
tippyHover(citeInfo.el, function() {
var popup = window.document.createElement('div');
citeInfo.cites.forEach(function(cite) {
var citeDiv = window.document.createElement('div');
citeDiv.classList.add('hanging-indent');
citeDiv.classList.add('csl-entry');
var biblioDiv = window.document.getElementById('ref-' + cite);
if (biblioDiv) {
citeDiv.innerHTML = biblioDiv.innerHTML;
}
popup.appendChild(citeDiv);
});
return popup.innerHTML;
});
}
}
});
</script>
</body></html>