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Datasets:
Ethosoft
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ibb-wifi-users

Modalities:
Tabular
Text
Formats:
csv
Languages:
Turkish
Size:
1K - 10K
Tags:
transport
public
public transport
iett
ibb
istanbul
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1
Dataset Viewer
Auto-converted to Parquet Duplicate
_id
int64
1
4.48k
Konum
stringlengths
3
88
2019
int64
0
37M
2020
int64
0
29M
2021
int64
0
674k
1
PDM Fatih
8
0
0
2
IETT-O3041
509,771
71,799
1,710
3
ISKI-Esenler
1,504,313
1,243,715
11,428
4
Null
25,120,646
4,612
282
5
IETT-B5060
129,208
38,182
635
6
IETT-O3042
538,811
66,708
3,032
7
IETT-B5061
259,585
96,876
1,417
8
IETT-A459
511,622
0
0
9
001-Kartal Cevre Koruma
33,533
27,959
82
10
METRO T1-CEMBERLITAS
5,258,565
1,439,173
0
11
IETT-B5062
487,833
143,046
2,526
12
IETT-O3043
499,033
98,473
2,032
13
IETT-B5063
274,710
131,755
1,320
14
Metrobus-M3170
384,317
173,427
2,752
15
IETT-O3044
381,231
86,320
1,226
16
IETT-O3045
20,226
83,865
1,933
17
Metrobus-M3171
445,080
200,242
3,359
18
AdemBasturk
36
0
0
19
IETT-B5064
489,236
101,716
0
20
IETT-B5065
387,158
138,983
2,141
21
Metrobus-M3172
540,535
199,239
3,255
22
IETT-YEDEK-01
0
2,670
0
23
IETT-O2080
369,636
129,106
2,060
24
027-Eminonu Uskudar Iskelesi
0
131,271
12,655
25
IETT-O3046
286,592
94,711
1,241
26
IETT-O3047
375,406
59,198
0
27
IETT-O2081
250,013
103,476
1,091
28
IETT-B5066
169,612
116,060
2,348
29
Metrobus-M3173
483,568
193,735
2,711
30
IETT-O2082
79,113
43,113
1,161
31
Metrobus-M3174
535,650
184,465
3,622
32
029-FloryavEngelliler Kampi
0
0
12
33
038-Altunizade Metrobus Duragi
0
158,728
9,184
34
IETT-B5067
258,341
115,091
2,251
35
IETT-YEDEK-03
0
450
0
36
IETT-O3048
258,870
71,844
1,895
37
IETT-O3049
302,823
134,907
1,520
38
Metrobus-M3175
443,797
191,150
2,350
39
026-Alibeykoy Cep Otogar
5,146,343
2,049,547
0
40
IETT-B5068
33,286
13,777
310
41
IETT-O2083
329,222
124,019
2,138
42
IETT-A311
37,029
0
0
43
IETT-YEDEK-04
0
15,901
0
44
Metrobus-M3176
402,206
196,732
3,066
45
IETT-O2084
316,978
108,080
1,752
46
IETT-B5069
138,377
110,591
1,651
47
IETT-O2085
321,260
120,855
2,053
48
025-Maltepe Spor Tesisleri
813,198
267,388
5,146
49
Metrobus-M3177
395,211
201,125
1,586
50
Metrobus-M3178
509,086
200,448
3,588
51
017-Turgut Ozal Millet Caddesi
15,268,925
6,284,145
62,405
52
IETT-M3214
0
6,302
512
53
IETT-O2086
336,168
120,040
2,664
54
HAVAIST-H040
492,163
52,197
0
55
HAVAIST-H041
482,262
92,293
0
56
IETT-O2087
363,891
143,002
1,823
57
Metrobus-M3179
462,649
184,360
2,087
58
038-Bostanci Koprusu Otobus Duragi
4,678,680
686,790
23,478
59
014-Alemdag Fatma Aliye Kutuphanesi
256,775
190,852
560
60
IETT-O2088
563,306
106,039
198
61
IETT-C1619
795,571
326,365
6,651
62
HAVAIST-H043
337,072
0
0
63
IETT-O2089
301,830
108,014
2,310
64
HAVAIST-H044
730,150
139,094
0
65
018-Cekmekoy Yusuf Cebir Merkez Camii
0
5,797
499
66
HAVAIST-H045
575,092
148,209
0
67
IETT-O3190
67,118
91,355
2,023
68
IETT-O3191
437,006
96,798
1,906
69
HAVAIST-H046
593,096
143,572
0
70
068-Basaksehir Yuvam Istanbul
0
6,740
1,828
71
024-Halic Sosyal Tesisleri
1,250,840
333,434
6,608
72
Metrobus-M3030
415,363
68,708
0
73
038-Eyupsultan Otakcilar Otobus Duragi
0
0
1,232
74
031-Caglayan Abide-i Hurriyet Parki
0
573,957
20,453
75
IETT-O3192
435,614
71,984
1,643
76
018-Taksim Meydan
15,132,570
5,031,066
126,379
77
Metrobus-M3031
508,075
162,687
2,031
78
001-Kartal Makine Ikmal
709,457
592,660
13,593
79
Metrobus-M3032
134,956
171,298
0
80
017-Silivri Mustafa Oguzhan Sokak
0
5,321
2,336
81
ISBAK-Kagithane Tunel Santiyesi
68,058
69,703
2,728
82
IETT-O3193
407,085
102,217
2,302
83
BLNT-34BVY794
30,142
33,602
0
84
017-Uskudar Baglarbasi Nuhkuyusu Caddesi
0
6,904
9,582
85
IETT-O3194
227,818
107,959
2,069
86
HAVAIST-H049
298,060
3,904
0
87
025-Guzelce Tenis Kortu
0
17,412
671
88
018-Caglayan Meydan
3,372,159
2,111,188
49,861
89
Metrobus-M3033
433,170
110,421
0
90
METRO T1-YUSUFPASA
3,290,283
1,180,319
20,099
91
Metrobus-M3034
455,851
161,705
186
92
IETT-O3195
373,079
109,122
2,191
93
029-Florya Engelliler Kampi
0
0
15,387
94
Metrobus-M3035
351,996
192,008
3,046
95
ISMEK-Sefakoy
1,292,589
551,066
14,282
96
014-Ahmet Kabakli Kutuphanesi
1,993,804
871,000
3,918
97
IETT-O3196
428,335
104,905
1,379
98
IETT-O3197
458,468
119,375
2,446
99
Metrobus-M3036
213,268
110,381
2,456
100
001-IBB Sarachane Hizmet Binasi
5,403,762
2,429,834
62,964
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İBB WiFi Locations User Statistics (2019-2021)

Dataset Summary

This dataset contains user statistics from Istanbul Metropolitan Municipality (İBB) public WiFi hotspots across the years 2019, 2020, and 2021. It provides detailed information about WiFi usage patterns at various public transportation stations, parks, cultural centers, and municipal facilities throughout Istanbul, Turkey.

Dataset Details

  • Total Locations: 4,476 unique WiFi hotspots
  • Time Period: 2019-2021
  • Source: İBB Open Data Portal
  • Language: Turkish (location names)
  • License: [Public Domain / Open Data]

Dataset Structure

The dataset consists of 4,476 rows with the following columns:

  • _id: Unique identifier for each location
  • Konum: Location name (e.g., metro stations, bus terminals, parks, cultural centers)
  • 2019: Number of users in 2019
  • 2020: Number of users in 2020
  • 2021: Number of users in 2021

Location Types

WiFi hotspots are distributed across various facility types:

  • IETT: Public transportation buses and terminals
  • Metro/Metrobus: Metro and metrobus stations
  • Parks: Public parks and recreational areas
  • ISMEK: Vocational training centers
  • Cultural Centers: Libraries, museums, and public squares
  • Municipal Buildings: Administrative offices and service centers
  • HAVAIST: Airport shuttle bus stops

Usage

This dataset can be used for:

  • Urban mobility and public transportation analysis
  • Digital divide and internet accessibility studies
  • Impact analysis of COVID-19 on public WiFi usage (note the significant drop from 2019 to 2020)
  • Urban planning and smart city applications
  • Tourist movement and hotspot identification

Data Insights

Key Observations:

  1. 2019-2020 Drop: Significant decrease in WiFi usage from 2019 to 2020, likely due to COVID-19 pandemic restrictions
  2. 2020-2021 Further Decline: Continued reduction in 2021, with many locations showing near-zero usage
  3. High-Traffic Locations: Major transportation hubs and popular tourist destinations show consistently higher usage

Top Usage Locations (2019):

  • Taksim Meydan: 15,132,570 users
  • Turgut Özal Millet Caddesi: 15,268,925 users
  • Gaziosmanpaşa Ordu Caddesi: 11,052,385 users

Citation

If you use this dataset, please cite:

@dataset{ibb_wifi_2019_2021,
  title={İBB WiFi Locations User Statistics (2019-2021)},
  author={Istanbul Metropolitan Municipality},
  year={2021},
  publisher={İBB Open Data Portal},
  url={https://data.ibb.gov.tr/dataset/ibb-wifi-lokasyonlarinda-yillara-gore-kullanici-sayilari}
}

Additional Information

Dataset Curators

Istanbul Metropolitan Municipality (İstanbul Büyükşehir Belediyesi)

Contact

For questions or issues, please visit İBB Open Data Portal

Dataset Version

  • Version: 1.0
  • Last Updated: 2021

Limitations

  • Data only covers 2019-2021, does not include recent years
  • Some location names may have inconsistent formatting
  • Usage numbers reflect unique connections, not unique users
  • Many locations show zero usage in certain years, which may indicate temporary closure, technical issues, or service discontinuation
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Number of rows:
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Total file size:
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