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StackOverflow 2019 年最热门的（问题最多的）标签
SO问题搬运工
StackOverflow 2019 年最热门的（问题最多的）标签 / Most popular StackOverflow tags in 2019
排名变化是相对于
上一年的数据
。
Top 10
Tag
RANK
TotalRank
Questions
QuestionsTotal
Rank Changes
python
1
3
224766
1792445
⬆️ 1
javascript
2
1
188896
2268416
⬇️ 1
java
3
2
126657
1797684
-
c#
4
4
99754
1496762
-
android
5
6
85204
1347683
-
php
6
5
78277
1413904
-
html
7
7
76694
1089726
-
python-3.x
8
25
61202
294111
⬆️ 6
reactjs
9
19
59478
330119
⬆️ 8
angular
10
29
50599
261452
⬇️ 1
排名上升最多的标签
Tag
RANK
TotalRank
Questions
QuestionsTotal
Rank Changes
flutter
32
72
19823
100395
⬆️ 54
kubernetes
66
185
9340
41391
⬆️ 26
asp.net-core
47
116
12941
63074
⬆️ 24
keras
72
221
8663
36738
⬆️ 24
kotlin
44
119
13683
62401
⬆️ 23
vue.js
33
90
18602
83587
⬆️ 12
dataframe
39
70
15678
102551
⬆️ 10
numpy
49
77
12694
93777
⬆️ 9
matplotlib
78
123
7759
60545
⬆️ 9
reactjs
9
19
59478
330119
⬆️ 8
powershell
54
74
11658
95751
⬆️ 8
azure
41
63
15151
108646
⬆️ 7
unity3d
69
125
9185
59533
⬆️ 7
python-3.x
8
25
61202
294111
⬆️ 6
typescript
22
46
29064
159040
⬆️ 6
dictionary
89
111
6733
65311
⬆️ 6
pandas
16
35
38826
214865
⬆️ 5
list
56
58
11593
120627
⬆️ 5
express
63
95
9921
79632
⬆️ 5
排名下降最多的标签
Tag
RANK
TotalRank
Questions
QuestionsTotal
Rank Changes
android-studio
81
92
7648
80561
⬇️ 17
ajax
59
34
10871
217093
⬇️ 16
maven
100
93
6122
80521
⬇️ 16
asp.net
53
17
12004
364447
⬇️ 14
scala
71
66
8950
105581
⬇️ 12
shell
97
87
6372
84161
⬇️ 12
ruby-on-rails
48
20
12894
328085
⬇️ 11
asp.net-mvc
67
38
9296
195554
⬇️ 11
multithreading
85
55
7144
131158
⬇️ 11
database
57
41
11297
180821
⬇️ 10
wpf
79
45
7673
162744
⬇️ 9
rest
86
88
6919
84106
⬇️ 9
jquery
18
8
38212
1017144
⬇️ 8
wordpress
43
43
14325
179401
⬇️ 8
linux
52
36
12143
208146
⬇️ 8
xml
62
37
10335
204014
⬇️ 8
apache-spark
65
103
9608
70398
⬇️ 8
ruby
68
33
9240
220884
⬇️ 8
visual-studio
77
68
7797
104509
⬇️ 8
spring
37
40
17041
188474
⬇️ 6
firebase
35
59
18215
117078
⬇️ 5
.net
45
22
13658
310935
⬇️ 5
Top 100
Tag
RANK
TotalRank
Questions
QuestionsTotal
Rank Changes
python
1
3
224766
1792445
⬆️ 1
javascript
2
1
188896
2268416
⬇️ 1
java
3
2
126657
1797684
-
c#
4
4
99754
1496762
-
android
5
6
85204
1347683
-
php
6
5
78277
1413904
-
html
7
7
76694
1089726
-
python-3.x
8
25
61202
294111
⬆️ 6
reactjs
9
19
59478
330119
⬆️ 8
angular
10
29
50599
261452
⬇️ 1
r
11
14
50178
418148
⬆️ 1
css
12
10
50105
731465
⬇️ 4
sql
13
13
49517
603820
⬇️ 2
c++
14
9
49482
736877
⬇️ 1
node.js
15
15
48444
401220
-
pandas
16
35
38826
214865
⬆️ 5
mysql
17
12
38475
631451
⬇️ 1
jquery
18
8
38212
1017144
⬇️ 8
swift
19
24
34753
301890
-
ios
20
11
32916
660573
⬇️ 2
arrays
21
16
30697
372015
⬇️ 1
typescript
22
46
29064
159040
⬆️ 6
django
23
27
28386
274722
⬆️ 3
laravel
24
42
27909
180504
⬆️ 1
json
25
21
27690
325290
⬇️ 3
excel
26
30
27483
251198
⬇️ 3
sql-server
27
23
26059
308816
⬇️ 3
c
28
18
25546
364330
⬇️ 1
vba
29
39
22238
191591
-
spring-boot
30
60
21118
110157
⬆️ 3
react-native
31
67
20773
105028
⬆️ 3
flutter
32
72
19823
100395
⬆️ 54
vue.js
33
90
18602
83587
⬆️ 12
regex
34
31
18495
243726
⬇️ 2
firebase
35
59
18215
117078
⬇️ 5
docker
36
69
18079
102772
⬆️ 2
spring
37
40
17041
188474
⬇️ 6
amazon-web-services
38
56
16966
122888
⬇️ 2
dataframe
39
70
15678
102551
⬆️ 10
postgresql
40
50
15656
142568
⬆️ 2
azure
41
63
15151
108646
⬆️ 7
mongodb
42
47
14394
152639
⬇️ 1
wordpress
43
43
14325
179401
⬇️ 8
kotlin
44
119
13683
62401
⬆️ 23
.net
45
22
13658
310935
⬇️ 5
tensorflow
46
101
13211
71833
-
asp.net-core
47
116
12941
63074
⬆️ 24
ruby-on-rails
48
20
12894
328085
⬇️ 11
numpy
49
77
12694
93777
⬆️ 9
bash
50
51
12280
137977
⬆️ 1
oracle
51
52
12267
136621
⬆️ 1
linux
52
36
12143
208146
⬇️ 8
asp.net
53
17
12004
364447
⬇️ 14
powershell
54
74
11658
95751
⬆️ 8
string
55
44
11634
167967
⬇️ 2
list
56
58
11593
120627
⬆️ 5
database
57
41
11297
180821
⬇️ 10
git
58
53
11172
136246
⬇️ 3
ajax
59
34
10871
217093
⬇️ 16
dart
60
130
10706
56849
new
selenium
61
81
10343
89766
⬆️ 2
xml
62
37
10335
204014
⬇️ 8
express
63
95
9921
79632
⬆️ 5
windows
64
48
9714
152137
⬆️ 1
apache-spark
65
103
9608
70398
⬇️ 8
kubernetes
66
185
9340
41391
⬆️ 26
asp.net-mvc
67
38
9296
195554
⬇️ 11
ruby
68
33
9240
220884
⬇️ 8
unity3d
69
125
9185
59533
⬆️ 7
api
70
78
9145
93589
⬆️ 3
scala
71
66
8950
105581
⬇️ 12
keras
72
221
8663
36738
⬆️ 24
function
73
73
8268
96945
⬆️ 2
xcode
74
49
8233
151478
⬇️ 2
.net-core
75
235
7983
35336
new
loops
76
89
7915
83831
⬆️ 2
visual-studio
77
68
7797
104509
⬇️ 8
matplotlib
78
123
7759
60545
⬆️ 9
wpf
79
45
7673
162744
⬇️ 9
go
80
134
7656
56035
⬇️ 1
android-studio
81
92
7648
80561
⬇️ 17
csv
82
96
7458
79290
-
algorithm
83
61
7273
109660
⬇️ 2
machine-learning
84
155
7150
47315
⬆️ 4
multithreading
85
55
7144
131158
⬇️ 11
rest
86
88
6919
84106
⬇️ 9
macos
87
62
6864
108803
⬇️ 4
google-cloud-platform
88
249
6824
32710
new
dictionary
89
111
6733
65311
⬆️ 6
google-cloud-firestore
90
269
6721
30124
new
google-sheets
91
209
6632
37967
new
google-apps-script
92
181
6598
41636
new
vb.net
93
54
6551
135059
⬇️ 3
visual-studio-code
94
213
6467
37705
new
flask
95
157
6396
47076
new
opencv
96
113
6386
64230
new
shell
97
87
6372
84161
⬇️ 12
bootstrap-4
98
301
6355
26582
new
elasticsearch
99
144
6239
51750
new
maven
100
93
6122
80521
⬇️ 16
References
Data from:
https://github.com/pzwd-net/stackoverflow-queries/blob/main/results/most-popular-stackoverflow-tags-in-2019.md
SQL:
https://github.com/pzwd-net/stackoverflow-queries/blob/main/queries/most-popular-stackoverflow-tags-in-nq-20yy.sql
Query on Data Explore of StackOverflow:
https://data.stackexchange.com/stackoverflow/revision/1460196/1792806/most-popular-stackoverflow-tags-in-2019