-
Notifications
You must be signed in to change notification settings - Fork 1
/
Copy pathindex.html
472 lines (377 loc) · 20.5 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
<!doctype html>
<html class="no-js" lang="en">
<head>
<!-- meta data -->
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<!-- The above 3 meta tags *must* come first in the head; any other head content must come *after* these tags -->
<!--font-family-->
<link href="https://fonts.googleapis.com/css?family=Poppins:100,200,300,400,500,600,700,800,900&subset=devanagari,latin-ext" rel="stylesheet">
<!-- title of site -->
<title>Group 33</title>
<!-- For favicon png -->
<link rel="shortcut icon" type="image/icon" href="assets/logo/favicon.png"/>
<!-- For favicon png -->
<link rel="shortcut icon" type="image/icon" href="assets/logo/favicon.png"/>
<!--font-awesome.min.css-->
<link rel="stylesheet" href="assets/css/font-awesome.min.css">
<!--flat icon css-->
<link rel="stylesheet" href="assets/css/flaticon.css">
<!--animate.css-->
<link rel="stylesheet" href="assets/css/animate.css">
<!--owl.carousel.css-->
<link rel="stylesheet" href="assets/css/owl.carousel.min.css">
<link rel="stylesheet" href="assets/css/owl.theme.default.min.css">
<!--bootstrap.min.css-->
<link rel="stylesheet" href="assets/css/bootstrap.min.css">
<!-- bootsnav -->
<link rel="stylesheet" href="assets/css/bootsnav.css" >
<!--style.css-->
<link rel="stylesheet" href="assets/css/style.css">
<!--responsive.css-->
<link rel="stylesheet" href="assets/css/responsive.css">
<!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
<!-- WARNING: Respond.js doesn't work if you view the page via file:// -->
<!--[if lt IE 9]>
<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
</head>
<body>
<!--[if lte IE 9]>
<p class="browserupgrade">You are using an <strong>outdated</strong> browser. Please <a href="https://browsehappy.com/">upgrade your browser</a> to improve your experience and security.</p>
<![endif]-->
<!-- top-area Start -->
<header class="top-area">
<div class="header-area">
<!-- Start Navigation -->
<nav class="navbar navbar-default bootsnav navbar-fixed dark no-background">
<div class="container">
<!-- Start Header Navigation -->
<div class="navbar-header">
<button type="button" class="navbar-toggle" data-toggle="collapse" data-target="#navbar-menu">
<i class="fa fa-bars"></i>
</button>
<a class="navbar-brand" href="index.html">Group33</a>
</div><!--/.navbar-header-->
<!-- End Header Navigation -->
<!-- Collect the nav links, forms, and other content for toggling -->
<div class="collapse navbar-collapse menu-ui-design" id="navbar-menu">
<ul class="nav navbar-nav navbar-right" data-in="fadeInDown" data-out="fadeOutUp">
<li class=" smooth-menu active"></li>
<li class="smooth-menu"><a href="#Overview">Overview</a></li>
<li class="smooth-menu"><a href="#Part1">Peak Orders Time</a></li>
<li class="smooth-menu"><a href="#Part2">Top Orders Location</a></li>
<li class="smooth-menu"><a href="#Part3">Communities Orders Trend</a></li>
<li class="smooth-menu"><a href="#Part4">Commuting Hotspots</a></li>
<li class="smooth-menu"><a href="#Part5">Long-distance Trips</a></li>
<li class="smooth-menu"><a href="#Part6">Weather influence</a></li>
<li class="smooth-menu"><a href="#Conclusion">Conclusion</a></li>
<li class="smooth-menu"><a href="#References">References</a></li>
<!-- <li class="smooth-menu"><a href="#CrimeAnalysisBySFPoliceDistricts">Crime Analysis by SF Police Districts</a></li> -->
<!-- <li class="smooth-menu"><a href="#InteractiveVisualization">Interactive Visualization</a></li> -->
<!-- <li class="smooth-menu"><a href="#SocialDiscussion">Social Discussion</a></li> -->
<!-- <li class="smooth-menu"><a href="#Conclusion">Conclusion</a></li> -->
<!-- <li class="smooth-menu"><a href="#References">References</a></li> -->
<!-- <li class="smooth-menu"><a href="#OurTeam">Our Team</a></li> -->
</ul><!--/.nav -->
</div><!-- /.navbar-collapse -->
</div><!--/.container-->
</nav><!--/nav-->
<!-- End Navigation -->
</div><!--/.header-area-->
<div class="clearfix"></div>
</header><!-- /.top-area-->
<!-- top-area End -->
<!--welcome-hero start -->
<section id="Welcome" class="welcome-hero">
<div>
<!-- <img src="assets/images/background.png"> -->
</div>
</section><!--/.welcome-hero-->
<div style="margin-left: 15px; font-size: larger;">May 6, 2024</div>
<!--welcome-hero end -->
<!-- Overview -->
<section id="Overview" class="about">
<br><br><br>
<div class="section-heading text-center">
<h2>Overview</h2>
</div>
<div class="container">
<div class="about-content">
<div class="row">
<div class="event-description" style="font-size: larger; font-weight: bold;">
This is a website for taxi drivers in Chicago. We want to help Chicago drivers find the areas and locations with the highest passenger flow through visualizing past passenger data, taking into account time factors such as seasons, time periods and weather.
</div>
<br><br>
<div class="event-description">
The data set we mainly use is Chicago 2023 Taxi Trip Dataset, sourced from <a href="https://data.cityofchicago.org/Transportation/Taxi-Trips-2023/e55j-2ewb/about_data">https://data.cityofchicago.org/Transportation/Taxi-Trips-2023/e55j-2ewb/about_data</a>
</div>
<br><br>
<div class="event-description">
In this website, you can perform some interactive actions with the data graph, such as hovering, clicking, selecting, etc., to obtain some details or focus on the part that interests you.
</div>
</div>
</div>
</div>
</section><!--/.about-->
<!--about start -->
<!-- Part1: The time with the highest number of orders. -->
<section id="Part1" class="about">
<br><br><br>
<div class="section-heading text-center">
<h2>The time with the highest number of orders.</h2>
</div>
<div class="container">
<div class="about-content">
<div class="row">
<div>
<img src="assets/images/viz/NumberOfTripsByMonthsAndWeekAndHour.jpg">
</div>
</div>
</div>
<div class="single-about-add-info">
<!-- <h3>We have analyzed the data concerning the time with the highest number of orders According to the bar graph, the following observations can be made:</h3> -->
<br>
<ul class="newcol">
<li>The months with the highest order volume are June, May, and October, respectively. The months with the lowest order volume are January, February, and December. This may be due to the influence of temperature and season on people's willingness to travel.</li>
<li>
Order volume is higher on weekdays compared to weekends. From Monday to Thursday, the number of orders shows an increasing trend, peaking on Thursday, and then starts to decline, reaching its lowest point on Sunday.
</li>
<li>Order volume starts to significantly and steadily increase from 8 a.m.. Around 5 p.m., order volume peaks. After that, order volume rapidly decreases, reaching its lowest point around 3 a.m. in the early morning.</li>
</ul>
</div>
</div>
<div>
</section><!--/.about-->
<!--about end -->
<!--experience start -->
<!-- Part2 : The location with the highest number of orders. -->
<section id="Part2" class="about">
<br><br><br>
<div class="section-heading text-center">
<h2>The location with the highest number of orders.</p></h2>
</div>
<div class="container">
<div class="container">
<div class="about-content">
<div class="row">
<div class="single-about-txt text-center">
<iframe src="https://socialdatadash1-61a56570ae3b.herokuapp.com" frameborder="0" width="100%" height="670px"></iframe>
</div>
</div>
</div>
<div class="single-about-add-info">
<h3>The orders are concentrated in bustling coastal areas and around two airports. Orders are highly concentrated, meaning there is a significant difference in the number of orders between bustling and less busy areas.</h3>
</div>
</div>
</div>
</div></section>
<!--experience end -->
<!--education start -->
<!-- Part3: The impact of hour of day on the number of orders in key areas. -->
<section id="Part3" class="education">
<br><br><br>
<div class="section-heading text-center">
<h2>The impact of hour of day on the number of orders in key areas.<br><p></p></h2>
</div>
<div class="container">
<div class="about-content">
<div class="row">
<div>
<img src="assets/images/viz/OrderInfluencedByHours.png" >
</div>
</div>
</div>
<div>
<div class="single-about-add-info">
<!-- <h3>Based on the above figure, we can observe the following:</h3> -->
<br>
<p>
<ul class="newcol">
<li>During midnight hours, there is minimal activity in each area.</li>
<li>
The peak commuting hours in the morning are from 5:00 to 8:00. The areas Near North Side, Near South Side and North Lawndale exhibit the highest passenger flow during this time. Subsequently, the passenger flow decreases rapidly in area North Lawndale, indicating the potential for more orders during peak commuting hours in these areas.
</li>
<li>Most areas experience a continuous increase in passenger flow starting around 2-3 AM until around 4 PM, followed by a continuous decline until around 2-3 AM the next day. However, Lake View and Garfield Ridge seem to maintain their status from 7 AM to around 8 PM.</li>
<li>Communities with larger bases tend to have considerable passenger flow even during the early morning hours, often accompanied by more taxis. Therefore, choosing areas like Lake View and West Town (with a significant proportion of passenger traffic during the early morning hours) can also be a good option.</li>
</ul>
</p>
</div>
</div>
</div><!--.experience-content-->
</div>
</section><!--/.education-->
<!--education end -->
<!-- Part4: The two areas with the most commuting.-->
<section id="Part4" class="education">
<br><br><br>
<div class="section-heading text-center">
<h2>Commuting between communities<br><br><br><p></h2>
</div>
<div class="container">
<div class="container">
<div class="about-content">
<div class="row">
<div>
<iframe src="assets/html/MAP_PLOT.html" frameborder="0" width="100%" height="500"></iframe>
</div>
</div>
</div>
<div>
<div class="single-about-add-info">
<!-- <h3>Based on the above figure, we can observe the following:</h3> -->
<br>
<p>
<ul class="newcol">
<li>A large number of taxi orders occur between core areas such as Near North Side, Lincoln Park, Lake View, Uptown, Loop, Near South Side, and Near West Side, which are adjacent communities. In addition, the main orders are from O'Hare airport to these core lakeside communities.</li>
<li>
Furthermore, combining this with the top 15 chart: Early morning in **Near North Side, Lake View, Lincoln Park, O'Hare. Rush hour in Near North Side, Loop, Near West Side. Any location during noon and afternoon. Evening to night in Near North Side, O'Hare, Loop, Near West Side, Garfield Ridge. These areas have a relatively limited volume of orders at different times of the day. This also means that we need to stay as close as possible to these areas for activities.
</li>
<li>Furthermore, combining this with the top 15 chart: Early morning in Near North Side, Lake View, Lincoln Park, O'Hare. Rush hour in Near North Side, Loop, Near West Side. Any location during noon and afternoon. Evening to night in Near North Side, O'Hare, Loop, Near West Side, Garfield Ridge. These areas have a relatively limited volume of orders at different times of the day. This also means that we need to stay as close as possible to these areas for activities.</li>
</ul>
</p>
</div>
</div>
</div>
</div><!--.experience-content-->
</div>
</section><!--/.education-->
<!--education end -->
<!--Part5: The areas with the most long orders. -->
<section id="Part5" class="education">
<br><br><br>
<div class="section-heading text-center">
<h2>Long-distance trips<br><br><br><p></h2>
</div>
<div class="container">
<div class="container">
<div class="about-content">
<div class="row">
<div class="single-about-txt text-center" style="margin-left: 55px;">
<iframe src="https://dash2-a606fc82305f.herokuapp.com" frameborder="0" width="100%" height="670px"></iframe>
</div>
</div>
</div>
</div>
<div>
<div class="single-about-add-info">
<!-- <h3>Based on the above figure, we can observe the following:</h3> -->
<br>
<p>
In the early hours of the morning, trips originating from South Chicago, Calumet Heights, Avalon Park, East Side, Lincoln Park, O'hare, Loop and Beverly typically cover longer distances. Additionally, at other times, taxis departing from the O'Hare area travel the furthest, which is expected as it is near the airport. Garfield Ridge which has a smaller airport, on the other hand, ranks second in terms of trip distances for most of the day. If you want have more long-distance trips, we recommend you go to these communities.
</p>
</div>
</div>
</div>
</div><!--.experience-content-->
</div>
</section><!--/.education-->
<!-- Part6: The weather condition with the highest number of orders. -->
<section id="Part6" class="education">
<br><br><br>
<div class="section-heading text-center">
<h2>The number of orders with different weather conditions<br><br><br></h2>
</div>
<div class="container">
<div class="container">
<div class="about-content">
<div >
<img style="margin-left: 30px;" src="assets/images/viz/NumberOfTripInfluencedByWeather.jpg" >
</div>
</div>
<div>
<div class="single-about-add-info">
<h3>Note: The definition of worse weather day is during that day, there are more than 3 worse weather records. The definition of bad weather day is during that day, there are more than 10 bad weather records. The definition of normal weather day is during that day, there are no more than 3 worse weather records or 10 bad weather records. </h4>
<br><br>
<!-- <h3>Based on the above figure, we can observe the following:</h3> -->
<br>
<p>
Special weather conditions may potentially increase the number of orders. however, this pattern is not always consistent.
We believe that it might be more reasonable to explain this phenomenon by considering temperature. People may not have a strong desire to go out during the winter. Additionally, it's also possible that the harsh winter weather, such as heavy snowfall, makes it more difficult for people to accept.
</p>
</div>
</div>
</div>
</div><!--.experience-content-->
</div>
</section><!--/.education-->
<!-- Part6: The weather condition with the highest number of orders. -->
<section id="Conclusion" class="education">
<br><br><br>
<div class="section-heading text-center">
<h2>Conclusion<br><br><br></h2>
</div>
<div class="container">
<div>
<div class="single-about-add-info">
<br><br>
<!-- <h3>Based on the above figure, we can observe the following:</h3> -->
<br>
<p>
The above is an analysis of various aspects of taxi orders. We hope that our analysis can provide you with useful information from different perspectives to better plan your trips and increase your income.
<br>
Looking forward to witnessing the progress and development of the taxi industry with you, andcontributing more convenience and comfort to urban transportation.
<br><br><br>
The link of jupyter notebook is here: <a href="https://zhumumu0216.github.io/02806-notebook/"> https://zhumumu0216.github.io/02806-notebook/ </a >
</p>
</div>
</div>
</div>
</div><!--.experience-content-->
</div>
</section><!--/.education-->
<!--contact start -->
<section id="References" class="contact1">
<br><br><br>
<div class="reference"><br>
<br><br><br>
<div class="reference"><br>
<div class="section-heading text-center" style="margin-top: 30px;">
<h2 style="margin-top: 40px;">References</h2>
</div>
<p style="margin-top: 20px;color:#fff;margin-left: 20%;">
<a href="https://data.cityofchicago.org/Transportation/Taxi-Trips-2023/e55j-2ewb/about_data" style="color: #fff;">[1]https://data.cityofchicago.org/Transportation/Taxi-Trips-2023/e55j-2ewb/about_data</a><br>
<a href="https://www.wunderground.com/history/daily/us/il/chicago/KMDW" style="color: #fff">[2]https://www.wunderground.com/history/daily/us/il/chicago/KMDW</a><br>
<a href="https://gobytaxi.com/north-america/united-states/illinois/chicago" style="color: #fff">[3]https://gobytaxi.com/north-america/united-states/illinois/chicago</a><br>
<a href="https://en.wikipedia.org/wiki/Community_areas_in_Chicago" style="color: #fff">[4]https://en.wikipedia.org/wiki/Community_areas_in_Chicago</a>
</p><br><br><br>
<!-- <div class="section-heading text-center" style="margin-top: 30px;"> -->
<!-- <h2 style="margin-top: 40px;">References</h2> -->
<!-- </div> -->
<!-- <p style="margin-top: 20px;color:#fff;margin-left: 20%;"> -->
<section id="OurTeam">
<div class="section-heading text-center">
<h2 style="margin-top: 40px;">Our Team</h2>
<p style="color: #fff;margin-top: 30px;">Kaizhi Fan(s240047): 33.3%</p>
<p style="color: #fff;">Lin Zhu(s232291): 33.3%</p>
<p style="color: #fff;">Yue Liu(s232190): 33.3%</p><br><br><br><br><br><br>
</div>
</section>
</div>
</section><!--/.contact-->
<!--contact end -->
<!-- Include all js compiled plugins (below), or include individual files as needed -->
<script src="assets/js/jquery.js"></script>
<!--modernizr.min.js-->
<script src="https://cdnjs.cloudflare.com/ajax/libs/modernizr/2.8.3/modernizr.min.js"></script>
<!--bootstrap.min.js-->
<script src="assets/js/bootstrap.min.js"></script>
<!-- bootsnav js -->
<script src="assets/js/bootsnav.js"></script>
<!-- jquery.sticky.js -->
<script src="assets/js/jquery.sticky.js"></script>
<!-- for progress bar start-->
<!-- progressbar js -->
<script src="assets/js/progressbar.js"></script>
<!-- appear js -->
<script src="assets/js/jquery.appear.js"></script>
<!-- for progress bar end -->
<!--owl.carousel.js-->
<script src="assets/js/owl.carousel.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery-easing/1.4.1/jquery.easing.min.js"></script>
<!--Custom JS-->
<script src="assets/js/custom.js"></script>
</body>
</html>