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SOCIAL MEDIA DATA ANALYSIS/Facebook-Data-Analysis/Facebook Data Analysis.ipynb

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Quarter,Facebook revenue(USD millions)
2+
Q2 2012,1184
3+
Q3 2012,1262
4+
Q4 2012,1585
5+
Q1 2013,1458
6+
Q2 2013,1813
7+
Q3 2013,2016
8+
Q4 2013,2585
9+
Q1 2014,2502
10+
Q2 2014,2910
11+
Q3 2014,3203
12+
Q4 2014,3851
13+
Q1 2015,3543
14+
Q2 2015,4041
15+
Q3 2015,4501
16+
Q4 2015,5841
17+
Q1 2016,5382
18+
Q2 2016,6436
19+
Q3 2016,7011
20+
Q4 2016,8809
21+
Q1 2017,8032
22+
Q2 2017,9321
23+
Q3 2017,10328
24+
Q4 2017,12972
25+
Q1 2018,11966
26+
Q2 2018,13231
27+
Q3 2018,13727
28+
Q4 2018,16914
29+
Q1 2019,15077
30+
Q2 2019,16886
31+
Q3 2019,17652
32+
Q4 2019,21082
33+
Q1 2020,17737
34+
Q2 2020,18687
35+
Q3 2020,21470
36+
Q4 2020,28072
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Year,Facebook revenue(USD millions)
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2012,5089
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2013,7872
4+
2014,12466
5+
2015,17928
6+
2016,27638
7+
2017,40653
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2018,55838
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2019,70697
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2020,85965
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Quarter,Facebook ad revenue(USD millions)
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Q2 2012,992
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Q3 2012,1086
4+
Q4 2012,1329
5+
Q1 2013,1245
6+
Q2 2013,1599
7+
Q3 2013,1798
8+
Q4 2013,2344
9+
Q1 2014,2265
10+
Q2 2014,2676
11+
Q3 2014,2957
12+
Q4 2014,3594
13+
Q1 2015,3317
14+
Q2 2015,3827
15+
Q3 2015,4299
16+
Q4 2015,5637
17+
Q1 2016,5201
18+
Q2 2016,6239
19+
Q3 2016,6816
20+
Q4 2016,8629
21+
Q1 2017,7857
22+
Q2 2017,9164
23+
Q3 2017,10142
24+
Q4 2017,12779
25+
Q1 2018,11795
26+
Q2 2018,13038
27+
Q3 2018,13539
28+
Q4 2018,16640
29+
Q1 2019,14912
30+
Q2 2019,16624
31+
Q3 2019,17383
32+
Q4 2019,20736
33+
Q1 2020,17440
34+
Q2 2020,18321
35+
Q3 2020,21221
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Q4 2020,27187
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Quarter,Monthly_active_users(millions)
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Q1 2010,431
3+
Q2 2010,482
4+
Q3 2010,550
5+
Q4 2010,608
6+
Q1 2011,680
7+
Q2 2011,739
8+
Q3 2011,800
9+
Q4 2011,845
10+
Q1 2012,901
11+
Q2 2012,955
12+
Q3 2012,1007
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Q4 2012,1056
14+
Q1 2013,1110
15+
Q2 2013,1155
16+
Q3 2013,1189
17+
Q4 2013,1228
18+
Q1 2014,1276
19+
Q2 2014,1317
20+
Q3 2014,1350
21+
Q4 2014,1393
22+
Q1 2015,1441
23+
Q2 2015,1490
24+
Q3 2015,1545
25+
Q4 2015,1591
26+
Q1 2016,1654
27+
Q2 2016,1712
28+
Q3 2016,1788
29+
Q4 2016,1860
30+
Q1 2017,1936
31+
Q2 2017,2006
32+
Q3 2017,2072
33+
Q4 2017,2129
34+
Q1 2018,2196
35+
Q2 2018,2234
36+
Q3 2018,2271
37+
Q4 2018,2320
38+
Q1 2019,2375
39+
Q2 2019,2414
40+
Q3 2019,2449
41+
Q4 2019,2498
42+
Q1 2020,2603
43+
Q2 2020,2701
44+
Q3 2020,2740
45+
Q4 2020,2797
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Date,Percentage_using_Facebook
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Aug-12,54
3+
Sep-13,57
4+
Sep-14,58
5+
Apr-15,62
6+
Apr-16,68
7+
Jan-18,64
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Feb-19,69
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1+
Page,Likes(millions)
2+
Facebook App,209
3+
Samsung,161
4+
Cristiano Ronaldo,125
5+
CGTN,116
6+
Real Madrid CF,111
7+
Shakira,111
8+
Coca-Cola,107
9+
Will Smith,105
10+
Vin Diesel,105
11+
China Daily,103
12+
FC Barcelona,103
13+
Leo Messi,102
14+
Tasty,98
15+
Rihanna,96
16+
Eminem,91
17+
China Xinhua News,89
18+
YouTube,86
19+
People’s Daily_China,86
20+
Mr Bean,86
21+
McDonald’s,79
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Frequency_of_usage,% of_users
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Daily,73
3+
Weekly,20
4+
Monthly,5
5+
Less,2
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Device(s)_used_to_access_Facebook,Percentage of users
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Desktop only,1.7
3+
Mobile and Desktop,17.3
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Mobile only,81
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Operating system used to access Facebook,Percentage of users
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Android,80.7
3+
iOS,14.7
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Other,4.6
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Activity,Facebook,Instagram,Snapchat,Pinterest,Twitter
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Viewing photos,65,77,64,59,42
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Watching videos,46,51,50,21,32
4+
Sharing content,57,45,46,21,32
5+
Sharing-content,43,31,45,12,20
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Networking,33,23,21,10,26
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News,38,18,17,9,56
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shopping-for-products,15,11,5,47,7
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Promote-business,7,9,6,5,7
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Activity,30-day_average,Male_users,Female_users
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Pages liked*,1,1,1
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Posts liked,11,10,12
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Comments,5,4,7
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Shares,1,1,1
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Ads_clicked,11,9,14
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Age,Comments,Likes,Comments,Likes
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18-24,5,12,5,12
3+
25-34,6,13,4,11
4+
35-44,9,15,5,11
5+
45-54,11,14,4,7
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55-64,10,11,4,5
7+
65+,7,9,3,5
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Age,Female,Male
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18-24,10,8
3+
25-34,13,9
4+
35-44,18,12
5+
45-54,19,11
6+
55-64,19,11
7+
65+,14,9
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Content type,Percentage of posts
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Photos,35.6
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Videos,15.1
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Links,47.2
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Status,2.1
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Quarter,Daily_active_users(millions)
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Q1 2011,372
3+
Q2 2011,417
4+
Q3 2011,457
5+
Q4 2011,483
6+
Q1 2012,526
7+
Q2 2012,552
8+
Q3 2012,584
9+
Q4 2012,618
10+
Q1 2013,665
11+
Q2 2013,699
12+
Q3 2013,728
13+
Q4 2013,757
14+
Q1 2014,802
15+
Q2 2014,829
16+
Q3 2014,864
17+
Q4 2014,890
18+
Q1 2015,936
19+
Q2 2015,968
20+
Q3 2015,1007
21+
Q4 2015,1038
22+
Q1 2016,1090
23+
Q2 2016,1128
24+
Q3 2016,1179
25+
Q4 2016,1227
26+
Q1 2017,1284
27+
Q2 2017,1325
28+
Q3 2017,1368
29+
Q4 2017,1401
30+
Q1 2018,1449
31+
Q2 2018,1471
32+
Q3 2018,1495
33+
Q4 2018,1523
34+
Q1 2019,1562
35+
Q2 2019,1587
36+
Q3 2019,1623
37+
Q4 2019,1657
38+
Q1 2020,1734
39+
Q2 2020,1785
40+
Q3 2020,1820
41+
Q4 2020,1845
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Content type,Post engagement rate
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Total,0.11
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Photos,0.18
4+
Videos,0.13
5+
Links,0.05
6+
Status,0.19
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Quarter,Hours watched(millions)
2+
Q1 2019,165
3+
Q2 2019,198
4+
Q3 2019,269
5+
Q4 2019,460
6+
Q1 2020,554
7+
Q2 2020,830
8+
Q3 2020,815
9+
Q4 2020,901
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Quarter,Hours streamed(millions)
2+
Q1 2019,2
3+
Q2 2019,2
4+
Q3 2019,3
5+
Q4 2019,4
6+
Q1 2020,5
7+
Q2 2020,6
8+
Q3 2020,8
9+
Q4 2020,15
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Quarter,Facebook,YouTube,Twitch,Mixer
2+
Q1 2019,80,330,1300,40
3+
Q2 2019,90,340,1300,50
4+
Q3 2019,120,320,1300,50
5+
Q4 2019,210,430,1200,40
6+
Q1 2020,210,500,140,40
7+
Q2 2020,260,700,2300,50
8+
Q3 2020,370,760,2100,0
9+
Q4 2020,410,870,2500,0
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1+
Platform,Percentage_marketers
2+
Facebook,94
3+
Instagram,76
4+
LinkedIn,59
5+
Twitter,53
6+
YouTube,53
7+
Pinterest,25
8+
Snapchat,5
9+
TikTok,5
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Platform,Percentage_of_marketers
2+
Facebook,59
3+
Instagram,17
4+
LinkedIn,14
5+
YouTube,5
6+
Twitter,3
7+
Pinterest,1
8+
Messenger Bots,1
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Platform,Percentage buying ads
2+
Facebook,70
3+
Instagram,41
4+
Don’t use,26
5+
LinkedIn,15
6+
YouTube,14
7+
Messenger,9
8+
Twitter,8
9+
Pinterest,4
10+
Snapchat,1
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Platform,Q1 2019,Q2 2019,Q3 2019,Q4 2019,Q1 2020
2+
Facebook,49.9,49.5,53.5,50.5,42.6
3+
Twitter,7.7,7.8,7.6,17.3,24.5
4+
Pinterest,34.4,33,33.6,21.2,18.3
5+
Instagram,1.4,1.8,2.1,8.3,12.1
6+
YouTube,1.3,1.5,1.4,1.3,1.3
7+
Reddit,3.7,4.9,0.6,0.5,0.5
8+
Other,0.5,0.4,0.4,0.3,0.3
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Company,Ad sales(USD billion)
2+
Facebook,84
3+
Google,147
4+
ByteDance*,37
5+
Alibaba,27
6+
Amazon,21.4
7+
Tencent,12.5
8+
Baidu,11
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Month,Traffic(billions)
2+
Oct_20,26.1
3+
Nov_20,25.5
4+
Dec_20,25.3
5+
Jan_21,23.1
6+
Feb_21,20.3
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Year,Downloads(millions)
2+
2018,710
3+
2019,685
4+
2020,985
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Quarter,US & Canada,Europe,Asia_Pacific,Rest_of_World
2+
Q1 2017,234,354,716,632
3+
Q2 2017,236,360,756,654
4+
Q3 2017,239,364,794,675
5+
Q4 2017,239,370,828,692
6+
Q1 2018,241,377,873,705
7+
Q2 2018,241,376,894,723
8+
Q3 2018,242,375,917,736
9+
Q4 2018,242,381,947,750
10+
Q1 2019,243,384,981,768
11+
Q2 2019,244,385,1003,782
12+
Q3 2019,247,387,1013,802
13+
Q4 2019,248,394,1038,817
14+
Q1 2020,253,406,1093,851
15+
Q2 2020,256,410,1142,892
16+
Q3 2020,255,413,1166,906
17+
Q4 2020,258,419,1199,921

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