資料分析101
TRANSCRIPT
-
Data Empowerment for AllDSP
ContactTim Hong
+44 750 872 6463 +886 953506808 [email protected]
R1223. 12F-6, No.155, Keelung Rd. Sec. 1 Taipei 106, Taiwan
mailto:[email protected]
-
DSP OpenData
Tim Hong2 Startup1 NPO2 Apps 1st
E-mail: [email protected]
https://tw.linkedin.com/in/hongtim
mailto:[email protected]
-
WHAT IS DATA?
-
WHAT IS DATA?
-
WHAT IS DATA?
-
Digital footprints
-
http://upload.lsforum.net/users/public/q41674nba2k13%208-07p190.jpg
-
Geneva
-
http://youtu.be/ZSt9tm3RoUU
http://youtu.be/ZSt9tm3RoUU
-
1. 2. 3. 4.
-
1. 2. 3. 4.
-
THERE IS NO EASY WAY
PNGCSVXMLPDFXLS
1051005105/10/510510 NAnull
1051005
-
HOW
-
80%
-
Why
WhyWhy
WhyWhy
What
What
What
What
WhereHow
WhatAnswer
-
DATA / URBAN DATA
-
>>>....world
-
>>....world
-
Through the actual city data mapping urban graphic Population
lining
amount
>>>....world
-
Through the actual city data mapping urban graphic Population
lining
amount
-
Through the actual city data mapping urban graphic
Medical (main hospital)
hospital
-
Through the actual city data mapping urban graphic
Education (kindergarten ~ University)
-
Through the actual city data mapping urban graphic
Security (Police, fire stations, monitors, accident)
-
http://www.playpcesor.com/2014/04/app.html
-
https://goo.gl/6vGw8l
-
Ageofstructuremap
Povertymap
MapoffiresOverallsmokealarmriskmap
Firefatalityriskmap
-
:Action
-
http://data.gov.tw/
-
1111
-
1691 531
1108 528
963 521
853 493
844 480
795 473
787 460
780 456
739 452
670 450
642 443
613 431
610 425
603 424
588 414
568 413
567 405
543 399
537 373
532 366
-
2971 899
2811 860
2646 822
2560 815
1954 814
1834 813
1809 803
1706 797
1597 778
1514 777
1505 728
1503 694
1400 685
1372 654
1276 636
1275 629
1022 618
998 604
984 596
909 595
-
1691 531
1108 528
963 521
853 493
844 480
795 473
787 460
780 456
739 452
670 450
642 443
613 431
610 425
603 424
588 414
568 413
567 405
543 399
537 373
532 366
2971 899
2811 860
2646 822
2560 815
1954 814
1834 813
1809 803
1706 797
1597 778
1514 777
1505 728
1503 694
1400 685
1372 654
1276 636
1275 629
1022 618
998 604
984 596
909 595
302 43
200 41
156 41
135 40
110 39
91 38
90 38
83 37
82 36
80 36
69 34
69 34
61 33
61 33
56 32 OS
55 32
51 32
49 32
47 31
44 30
-
662 745
vs
-
Google
https://goo.gl/w2IbBy
-
https://goo.gl/qHsRdR
-
2017
-
Big Data
Data is growing faster and bigger because of more sensors
10B+ Rows (5TB)
Fast Data
Data streamed from sensors requires fast ingestion 1M+ rows per sec
Edge Analytics IoT data is mostly generated at the Edges of the network
100+. Locations
Real-Time Insights Use cases require near Real Time Analytics
-
Statistics are like bikinis.
What they reveal is suggestive,
but what they conceal is vital. -Aaron Levenstein, Business Professor at Baruch Colleg