/
Graphics course.nav
318 lines (318 loc) · 17.9 KB
/
Graphics course.nav
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
\beamer@endinputifotherversion {3.36pt}
\headcommand {\slideentry {0}{0}{1}{1/1}{}{0}}
\headcommand {\beamer@framepages {1}{1}}
\headcommand {\slideentry {0}{0}{2}{2/2}{}{0}}
\headcommand {\beamer@framepages {2}{2}}
\headcommand {\partentry {Preliminaries}{1}}
\headcommand {\beamer@partpages {1}{2}}
\headcommand {\beamer@sectionpages {1}{2}}
\headcommand {\beamer@subsectionpages {1}{2}}
\headcommand {\slideentry {0}{0}{3}{3/3}{}{1}}
\headcommand {\beamer@framepages {3}{3}}
\headcommand {\sectionentry {1}{Motivation}{4}{Motivation}{1}}
\headcommand {\beamer@sectionpages {3}{3}}
\headcommand {\beamer@subsectionpages {3}{3}}
\headcommand {\slideentry {1}{0}{4}{4/4}{}{1}}
\headcommand {\beamer@framepages {4}{4}}
\headcommand {\beamer@subsectionentry {1}{1}{1}{5}{Why tutorial?}}\headcommand {\beamer@subsectionpages {4}{4}}
\headcommand {\slideentry {1}{1}{1}{5/5}{Why tutorial?}{1}}
\headcommand {\beamer@framepages {5}{5}}
\headcommand {\beamer@subsectionentry {1}{1}{2}{6}{Why R?}}\headcommand {\beamer@subsectionpages {5}{5}}
\headcommand {\slideentry {1}{2}{1}{6/6}{Why R?}{1}}
\headcommand {\beamer@framepages {6}{6}}
\headcommand {\beamer@subsectionentry {1}{1}{3}{7}{Why visualize?}}\headcommand {\beamer@subsectionpages {6}{6}}
\headcommand {\slideentry {1}{3}{1}{7/7}{Why visualize?}{1}}
\headcommand {\beamer@framepages {7}{7}}
\headcommand {\slideentry {1}{3}{2}{8/8}{Why visualize?}{1}}
\headcommand {\beamer@framepages {8}{8}}
\headcommand {\slideentry {1}{3}{2}{8/9}{Why visualize?}{1}}
\headcommand {\beamer@framepages {8}{9}}
\headcommand {\sectionentry {2}{Tips for Visulizations}{10}{Tips for Visulizations}{1}}
\headcommand {\beamer@sectionpages {4}{9}}
\headcommand {\beamer@subsectionpages {7}{9}}
\headcommand {\slideentry {2}{0}{3}{10/10}{}{1}}
\headcommand {\beamer@framepages {10}{10}}
\headcommand {\slideentry {2}{0}{4}{11/11}{}{1}}
\headcommand {\beamer@framepages {11}{11}}
\headcommand {\partentry {Introduction to R}{2}}
\headcommand {\beamer@partpages {3}{11}}
\headcommand {\beamer@sectionpages {10}{11}}
\headcommand {\beamer@subsectionpages {10}{11}}
\headcommand {\slideentry {2}{0}{5}{12/12}{}{2}}
\headcommand {\beamer@framepages {12}{12}}
\headcommand {\sectionentry {3}{Installing R and RStudio}{13}{Installing R and RStudio}{2}}
\headcommand {\beamer@sectionpages {12}{12}}
\headcommand {\beamer@subsectionpages {12}{12}}
\headcommand {\slideentry {3}{0}{6}{13/13}{}{2}}
\headcommand {\beamer@framepages {13}{13}}
\headcommand {\slideentry {3}{0}{7}{14/14}{}{2}}
\headcommand {\beamer@framepages {14}{14}}
\headcommand {\sectionentry {4}{Overview of R}{15}{Overview of R}{2}}
\headcommand {\beamer@sectionpages {13}{14}}
\headcommand {\beamer@subsectionpages {13}{14}}
\headcommand {\slideentry {4}{0}{8}{15/15}{}{2}}
\headcommand {\beamer@framepages {15}{15}}
\headcommand {\slideentry {4}{0}{9}{16/16}{}{2}}
\headcommand {\beamer@framepages {16}{16}}
\headcommand {\beamer@subsectionentry {2}{4}{1}{17}{Creating Objects}}\headcommand {\beamer@subsectionpages {15}{16}}
\headcommand {\slideentry {4}{1}{1}{17/17}{Creating Objects}{2}}
\headcommand {\beamer@framepages {17}{17}}
\headcommand {\slideentry {4}{1}{1}{17/18}{Creating Objects}{2}}
\headcommand {\beamer@framepages {17}{18}}
\headcommand {\beamer@subsectionentry {2}{4}{2}{19}{(Very) Brief Overview of Functions}}\headcommand {\beamer@subsectionpages {17}{18}}
\headcommand {\slideentry {4}{2}{1}{19/19}{(Very) Brief Overview of Functions}{2}}
\headcommand {\beamer@framepages {19}{19}}
\headcommand {\beamer@subsectionentry {2}{4}{3}{20}{Comparisons}}\headcommand {\beamer@subsectionpages {19}{19}}
\headcommand {\slideentry {4}{3}{1}{20/20}{Comparisons}{2}}
\headcommand {\beamer@framepages {20}{20}}
\headcommand {\beamer@subsectionentry {2}{4}{4}{21}{(More) Notation}}\headcommand {\beamer@subsectionpages {20}{20}}
\headcommand {\slideentry {4}{4}{1}{21/21}{(More) Notation}{2}}
\headcommand {\beamer@framepages {21}{21}}
\headcommand {\slideentry {4}{4}{1}{21/22}{(More) Notation}{2}}
\headcommand {\beamer@framepages {21}{22}}
\headcommand {\sectionentry {5}{Working with Data}{23}{Working with Data}{2}}
\headcommand {\beamer@sectionpages {15}{22}}
\headcommand {\beamer@subsectionpages {21}{22}}
\headcommand {\slideentry {5}{0}{2}{23/23}{}{2}}
\headcommand {\beamer@framepages {23}{23}}
\headcommand {\beamer@subsectionentry {2}{5}{1}{24}{Reading Data from File}}\headcommand {\beamer@subsectionpages {23}{23}}
\headcommand {\slideentry {5}{1}{1}{24/24}{Reading Data from File}{2}}
\headcommand {\beamer@framepages {24}{24}}
\headcommand {\slideentry {5}{1}{1}{24/25}{Reading Data from File}{2}}
\headcommand {\beamer@framepages {24}{25}}
\headcommand {\beamer@subsectionentry {2}{5}{2}{26}{Working with Data Frames}}\headcommand {\beamer@subsectionpages {24}{25}}
\headcommand {\slideentry {5}{2}{1}{26/26}{Working with Data Frames}{2}}
\headcommand {\beamer@framepages {26}{26}}
\headcommand {\slideentry {5}{2}{1}{26/27}{Working with Data Frames}{2}}
\headcommand {\beamer@framepages {26}{27}}
\headcommand {\slideentry {5}{2}{1}{26/28}{Working with Data Frames}{2}}
\headcommand {\beamer@framepages {26}{28}}
\headcommand {\slideentry {5}{2}{1}{26/29}{Working with Data Frames}{2}}
\headcommand {\beamer@framepages {26}{29}}
\headcommand {\slideentry {5}{2}{1}{26/30}{Working with Data Frames}{2}}
\headcommand {\beamer@framepages {26}{30}}
\headcommand {\slideentry {5}{2}{1}{26/31}{Working with Data Frames}{2}}
\headcommand {\beamer@framepages {26}{31}}
\headcommand {\slideentry {5}{2}{1}{26/32}{Working with Data Frames}{2}}
\headcommand {\beamer@framepages {26}{32}}
\headcommand {\slideentry {5}{2}{1}{26/33}{Working with Data Frames}{2}}
\headcommand {\beamer@framepages {26}{33}}
\headcommand {\sectionentry {6}{Adding Functionality to Base R}{34}{Adding Functionality to Base R}{2}}
\headcommand {\beamer@sectionpages {23}{33}}
\headcommand {\beamer@subsectionpages {26}{33}}
\headcommand {\slideentry {6}{0}{2}{34/34}{}{2}}
\headcommand {\beamer@framepages {34}{34}}
\headcommand {\slideentry {6}{0}{3}{35/35}{}{2}}
\headcommand {\beamer@framepages {35}{35}}
\headcommand {\partentry {Visualizations}{3}}
\headcommand {\beamer@partpages {12}{35}}
\headcommand {\beamer@sectionpages {34}{35}}
\headcommand {\beamer@subsectionpages {34}{35}}
\headcommand {\slideentry {6}{0}{4}{36/36}{}{3}}
\headcommand {\beamer@framepages {36}{36}}
\headcommand {\sectionentry {7}{Data Set}{37}{Data Set}{3}}
\headcommand {\beamer@sectionpages {36}{36}}
\headcommand {\beamer@subsectionpages {36}{36}}
\headcommand {\slideentry {7}{0}{5}{37/37}{}{3}}
\headcommand {\beamer@framepages {37}{37}}
\headcommand {\slideentry {7}{0}{6}{38/38}{}{3}}
\headcommand {\beamer@framepages {38}{38}}
\headcommand {\slideentry {7}{0}{6}{38/39}{}{3}}
\headcommand {\beamer@framepages {38}{39}}
\headcommand {\sectionentry {8}{Plots of Counts}{40}{Plots of Counts}{3}}
\headcommand {\beamer@sectionpages {37}{39}}
\headcommand {\beamer@subsectionpages {37}{39}}
\headcommand {\slideentry {8}{0}{7}{40/40}{}{3}}
\headcommand {\beamer@framepages {40}{40}}
\headcommand {\beamer@subsectionentry {3}{8}{1}{41}{Histogram}}\headcommand {\beamer@subsectionpages {40}{40}}
\headcommand {\slideentry {8}{1}{1}{41/41}{Histogram}{3}}
\headcommand {\beamer@framepages {41}{41}}
\headcommand {\slideentry {8}{1}{1}{41/42}{Histogram}{3}}
\headcommand {\beamer@framepages {41}{42}}
\headcommand {\slideentry {8}{1}{1}{41/43}{Histogram}{3}}
\headcommand {\beamer@framepages {41}{43}}
\headcommand {\slideentry {8}{1}{1}{41/44}{Histogram}{3}}
\headcommand {\beamer@framepages {41}{44}}
\headcommand {\slideentry {8}{1}{2}{45/45}{Histogram}{3}}
\headcommand {\beamer@framepages {45}{45}}
\headcommand {\slideentry {8}{1}{2}{45/46}{Histogram}{3}}
\headcommand {\beamer@framepages {45}{46}}
\headcommand {\slideentry {8}{1}{2}{45/47}{Histogram}{3}}
\headcommand {\beamer@framepages {45}{47}}
\headcommand {\slideentry {8}{1}{2}{45/48}{Histogram}{3}}
\headcommand {\beamer@framepages {45}{48}}
\headcommand {\beamer@subsectionentry {3}{8}{2}{49}{Scatterplot}}\headcommand {\beamer@subsectionpages {41}{48}}
\headcommand {\slideentry {8}{2}{1}{49/49}{Scatterplot}{3}}
\headcommand {\beamer@framepages {49}{49}}
\headcommand {\slideentry {8}{2}{1}{49/50}{Scatterplot}{3}}
\headcommand {\beamer@framepages {49}{50}}
\headcommand {\slideentry {8}{2}{2}{51/51}{Scatterplot}{3}}
\headcommand {\beamer@framepages {51}{51}}
\headcommand {\slideentry {8}{2}{2}{51/52}{Scatterplot}{3}}
\headcommand {\beamer@framepages {51}{52}}
\headcommand {\slideentry {8}{2}{3}{53/53}{Scatterplot}{3}}
\headcommand {\beamer@framepages {53}{53}}
\headcommand {\slideentry {8}{2}{3}{53/54}{Scatterplot}{3}}
\headcommand {\beamer@framepages {53}{54}}
\headcommand {\slideentry {8}{2}{3}{53/55}{Scatterplot}{3}}
\headcommand {\beamer@framepages {53}{55}}
\headcommand {\beamer@subsectionentry {3}{8}{3}{56}{Exercise I}}\headcommand {\beamer@subsectionpages {49}{55}}
\headcommand {\slideentry {8}{3}{1}{56/56}{Exercise I}{3}}
\headcommand {\beamer@framepages {56}{56}}
\headcommand {\sectionentry {9}{Time Series Plots}{57}{Time Series Plots}{3}}
\headcommand {\beamer@sectionpages {40}{56}}
\headcommand {\beamer@subsectionpages {56}{56}}
\headcommand {\slideentry {9}{0}{2}{57/57}{}{3}}
\headcommand {\beamer@framepages {57}{57}}
\headcommand {\beamer@subsectionentry {3}{9}{1}{58}{Univariate Time Series Plots}}\headcommand {\beamer@subsectionpages {57}{57}}
\headcommand {\slideentry {9}{1}{1}{58/58}{Univariate Time Series Plots}{3}}
\headcommand {\beamer@framepages {58}{58}}
\headcommand {\slideentry {9}{1}{1}{58/59}{Univariate Time Series Plots}{3}}
\headcommand {\beamer@framepages {58}{59}}
\headcommand {\slideentry {9}{1}{1}{58/60}{Univariate Time Series Plots}{3}}
\headcommand {\beamer@framepages {58}{60}}
\headcommand {\beamer@subsectionentry {3}{9}{2}{61}{Multivariate Time Series Plots}}\headcommand {\beamer@subsectionpages {58}{60}}
\headcommand {\slideentry {9}{2}{1}{61/61}{Multivariate Time Series Plots}{3}}
\headcommand {\beamer@framepages {61}{61}}
\headcommand {\slideentry {9}{2}{1}{61/62}{Multivariate Time Series Plots}{3}}
\headcommand {\beamer@framepages {61}{62}}
\headcommand {\slideentry {9}{2}{1}{61/63}{Multivariate Time Series Plots}{3}}
\headcommand {\beamer@framepages {61}{63}}
\headcommand {\slideentry {9}{2}{2}{64/64}{Multivariate Time Series Plots}{3}}
\headcommand {\beamer@framepages {64}{64}}
\headcommand {\slideentry {9}{2}{2}{64/65}{Multivariate Time Series Plots}{3}}
\headcommand {\beamer@framepages {64}{65}}
\headcommand {\slideentry {9}{2}{2}{64/66}{Multivariate Time Series Plots}{3}}
\headcommand {\beamer@framepages {64}{66}}
\headcommand {\beamer@subsectionentry {3}{9}{3}{67}{Exercise II}}\headcommand {\beamer@subsectionpages {61}{66}}
\headcommand {\slideentry {9}{3}{1}{67/67}{Exercise II}{3}}
\headcommand {\beamer@framepages {67}{67}}
\headcommand {\sectionentry {10}{Geographical Plots}{68}{Geographical Plots}{3}}
\headcommand {\beamer@sectionpages {57}{67}}
\headcommand {\beamer@subsectionpages {67}{67}}
\headcommand {\slideentry {10}{0}{2}{68/68}{}{3}}
\headcommand {\beamer@framepages {68}{68}}
\headcommand {\beamer@subsectionentry {3}{10}{1}{69}{Plots using Maps}}\headcommand {\beamer@subsectionpages {68}{68}}
\headcommand {\slideentry {10}{1}{1}{69/69}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {69}{69}}
\headcommand {\slideentry {10}{1}{1}{69/70}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {69}{70}}
\headcommand {\slideentry {10}{1}{2}{71/71}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {71}{71}}
\headcommand {\slideentry {10}{1}{2}{71/72}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {71}{72}}
\headcommand {\slideentry {10}{1}{2}{71/73}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {71}{73}}
\headcommand {\slideentry {10}{1}{2}{71/74}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {71}{74}}
\headcommand {\slideentry {10}{1}{3}{75/75}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {75}{75}}
\headcommand {\slideentry {10}{1}{3}{75/76}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {75}{76}}
\headcommand {\slideentry {10}{1}{3}{75/77}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {75}{77}}
\headcommand {\slideentry {10}{1}{3}{75/78}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {75}{78}}
\headcommand {\slideentry {10}{1}{3}{75/79}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {75}{79}}
\headcommand {\slideentry {10}{1}{3}{75/80}{Plots using Maps}{3}}
\headcommand {\beamer@framepages {75}{80}}
\headcommand {\beamer@subsectionentry {3}{10}{2}{81}{Interactive Geographical Plots}}\headcommand {\beamer@subsectionpages {69}{80}}
\headcommand {\beamer@subsubsectionentry {3}{10}{2}{1}{81}{Geographical Plots via 'ggvis'}}
\headcommand {\slideentry {10}{2}{1}{81/81}{Interactive Geographical Plots}{3}}
\headcommand {\beamer@framepages {81}{81}}
\headcommand {\slideentry {10}{2}{1}{81/82}{Interactive Geographical Plots}{3}}
\headcommand {\beamer@framepages {81}{82}}
\headcommand {\slideentry {10}{2}{1}{81/83}{Interactive Geographical Plots}{3}}
\headcommand {\beamer@framepages {81}{83}}
\headcommand {\slideentry {10}{2}{1}{81/84}{Interactive Geographical Plots}{3}}
\headcommand {\beamer@framepages {81}{84}}
\headcommand {\slideentry {10}{2}{1}{81/85}{Interactive Geographical Plots}{3}}
\headcommand {\beamer@framepages {81}{85}}
\headcommand {\beamer@subsubsectionentry {3}{10}{2}{2}{86}{Geographical Plots via 'leaflet'}}
\headcommand {\slideentry {10}{2}{2}{86/86}{Interactive Geographical Plots}{3}}
\headcommand {\beamer@framepages {86}{86}}
\headcommand {\slideentry {10}{2}{2}{86/87}{Interactive Geographical Plots}{3}}
\headcommand {\beamer@framepages {86}{87}}
\headcommand {\beamer@subsectionentry {3}{10}{3}{88}{Exercise III}}\headcommand {\beamer@subsectionpages {81}{87}}
\headcommand {\slideentry {10}{3}{1}{88/88}{Exercise III}{3}}
\headcommand {\beamer@framepages {88}{88}}
\headcommand {\partentry {Working with R}{4}}
\headcommand {\beamer@partpages {36}{88}}
\headcommand {\beamer@sectionpages {68}{88}}
\headcommand {\beamer@subsectionpages {88}{88}}
\headcommand {\slideentry {10}{0}{2}{89/89}{}{4}}
\headcommand {\beamer@framepages {89}{89}}
\headcommand {\sectionentry {11}{Common Bugs and Fixes}{90}{Common Bugs and Fixes}{4}}
\headcommand {\beamer@sectionpages {89}{89}}
\headcommand {\beamer@subsectionpages {89}{89}}
\headcommand {\slideentry {11}{0}{3}{90/90}{}{4}}
\headcommand {\beamer@framepages {90}{90}}
\headcommand {\beamer@subsectionentry {4}{11}{1}{91}{Syntax Error}}\headcommand {\beamer@subsectionpages {90}{90}}
\headcommand {\slideentry {11}{1}{1}{91/91}{Syntax Error}{4}}
\headcommand {\beamer@framepages {91}{91}}
\headcommand {\beamer@subsectionentry {4}{11}{2}{92}{Trailing $+$}}\headcommand {\beamer@subsectionpages {91}{91}}
\headcommand {\slideentry {11}{2}{1}{92/92}{Trailing $+$}{4}}
\headcommand {\beamer@framepages {92}{92}}
\headcommand {\beamer@subsectionentry {4}{11}{3}{93}{Error When Performing Operations}}\headcommand {\beamer@subsectionpages {92}{92}}
\headcommand {\slideentry {11}{3}{1}{93/93}{Error When Performing Operations}{4}}
\headcommand {\beamer@framepages {93}{93}}
\headcommand {\beamer@subsectionentry {4}{11}{4}{94}{Error in Calling an Object}}\headcommand {\beamer@subsectionpages {93}{93}}
\headcommand {\slideentry {11}{4}{1}{94/94}{Error in Calling an Object}{4}}
\headcommand {\beamer@framepages {94}{94}}
\headcommand {\beamer@subsectionentry {4}{11}{5}{95}{Silent Errors}}\headcommand {\beamer@subsectionpages {94}{94}}
\headcommand {\slideentry {11}{5}{1}{95/95}{Silent Errors}{4}}
\headcommand {\beamer@framepages {95}{95}}
\headcommand {\sectionentry {12}{Next Steps}{96}{Where to go from here?}{4}}
\headcommand {\beamer@sectionpages {90}{95}}
\headcommand {\beamer@subsectionpages {95}{95}}
\headcommand {\slideentry {12}{0}{2}{96/96}{}{4}}
\headcommand {\beamer@framepages {96}{96}}
\headcommand {\slideentry {12}{0}{3}{97/97}{}{4}}
\headcommand {\beamer@framepages {97}{97}}
\headcommand {\slideentry {12}{0}{4}{98/98}{}{4}}
\headcommand {\beamer@framepages {98}{98}}
\headcommand {\slideentry {12}{0}{5}{99/99}{}{4}}
\headcommand {\beamer@framepages {99}{99}}
\headcommand {\slideentry {12}{0}{6}{100/100}{}{4}}
\headcommand {\beamer@framepages {100}{100}}
\headcommand {\slideentry {12}{0}{7}{101/101}{}{4}}
\headcommand {\beamer@framepages {101}{101}}
\headcommand {\slideentry {12}{0}{8}{102/102}{}{4}}
\headcommand {\beamer@framepages {102}{102}}
\headcommand {\sectionentry {13}{Help}{103}{Getting R Help}{4}}
\headcommand {\beamer@sectionpages {96}{102}}
\headcommand {\beamer@subsectionpages {96}{102}}
\headcommand {\slideentry {13}{0}{9}{103/103}{}{4}}
\headcommand {\beamer@framepages {103}{103}}
\headcommand {\slideentry {13}{0}{10}{104/104}{}{4}}
\headcommand {\beamer@framepages {104}{104}}
\headcommand {\slideentry {13}{0}{11}{105/105}{}{4}}
\headcommand {\beamer@framepages {105}{105}}
\headcommand {\sectionentry {14}{Online Resources}{106}{Online Resources for R}{4}}
\headcommand {\beamer@sectionpages {103}{105}}
\headcommand {\beamer@subsectionpages {103}{105}}
\headcommand {\slideentry {14}{0}{12}{106/106}{}{4}}
\headcommand {\beamer@framepages {106}{106}}
\headcommand {\slideentry {14}{0}{13}{107/107}{}{4}}
\headcommand {\beamer@framepages {107}{107}}
\headcommand {\slideentry {14}{0}{13}{107/108}{}{4}}
\headcommand {\beamer@framepages {107}{108}}
\headcommand {\sectionentry {15}{References}{109}{References}{4}}
\headcommand {\beamer@sectionpages {106}{108}}
\headcommand {\beamer@subsectionpages {106}{108}}
\headcommand {\slideentry {15}{0}{14}{109/109}{}{4}}
\headcommand {\beamer@framepages {109}{109}}
\headcommand {\slideentry {15}{0}{15}{110/110}{}{4}}
\headcommand {\beamer@framepages {110}{110}}
\headcommand {\slideentry {15}{0}{15}{110/111}{}{4}}
\headcommand {\beamer@framepages {110}{111}}
\headcommand {\slideentry {15}{0}{15}{110/112}{}{4}}
\headcommand {\beamer@framepages {110}{112}}
\headcommand {\slideentry {15}{0}{16}{113/113}{}{4}}
\headcommand {\beamer@framepages {113}{113}}
\headcommand {\beamer@partpages {89}{113}}
\headcommand {\beamer@subsectionpages {109}{113}}
\headcommand {\beamer@sectionpages {109}{113}}
\headcommand {\beamer@documentpages {113}}
\headcommand {\def \inserttotalframenumber {113}}