$30 off During Our Annual Pro Sale. View Details »
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Data on the Web
Search
Will Farrington
June 08, 2011
Technology
3
200
Data on the Web
It's an intro to data on the web for some folks new to web development.
Will Farrington
June 08, 2011
Tweet
Share
More Decks by Will Farrington
See All by Will Farrington
test-queue makes your tests run fast
wfarr
0
460
Incident Response Done Right: From First Page to Postmortem
wfarr
0
570
Boxen: PuppetConf 2013
wfarr
6
880
Puppet at GitHub: PuppetConf 2013
wfarr
21
2.2k
Puppet at GitHub (PuppetCamp Raleigh 2013)
wfarr
1
470
Boxen: PuppetCamp SF 2013
wfarr
5
990
Boxen: MWRC
wfarr
5
250
Boxen: PuppetCamp ATL
wfarr
0
290
BOXEN
wfarr
43
5.5k
Other Decks in Technology
See All in Technology
AWSを使う上で最低限知っておきたいセキュリティ研修を社内で実施した話 ~みんなでやるセキュリティ~
maimyyym
2
1.7k
Oracle Cloud Infrastructure IaaS 新機能アップデート 2025/09 - 2025/11
oracle4engineer
PRO
0
160
ExpoのインダストリーブースでみたAWSが見せる製造業の未来
hamadakoji
0
140
生成AI時代におけるグローバル戦略思考
taka_aki
0
200
AIの長期記憶と短期記憶の違いについてAgentCoreを例に深掘ってみた
yakumo
4
380
エンジニアリングをやめたくないので問い続ける
estie
2
1.2k
1人1サービス開発しているチームでのClaudeCodeの使い方
noayaoshiro
1
270
Debugging Edge AI on Zephyr and Lessons Learned
iotengineer22
0
220
打 造 A I 驅 動 的 G i t H u b ⾃ 動 化 ⼯ 作 流 程
appleboy
0
350
MLflowダイエット大作戦
lycorptech_jp
PRO
1
140
新 Security HubがついにGA!仕組みや料金を深堀り #AWSreInvent #regrowth / AWS Security Hub Advanced GA
masahirokawahara
1
2.1k
regrowth_tokyo_2025_securityagent
hiashisan
0
250
Featured
See All Featured
BBQ
matthewcrist
89
9.9k
Build your cross-platform service in a week with App Engine
jlugia
234
18k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
333
22k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
55
3.1k
Java REST API Framework Comparison - PWX 2021
mraible
34
9k
The Invisible Side of Design
smashingmag
302
51k
Fantastic passwords and where to find them - at NoRuKo
philnash
52
3.5k
Speed Design
sergeychernyshev
33
1.4k
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
25
1.6k
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
16
1.8k
Scaling GitHub
holman
464
140k
What's in a price? How to price your products and services
michaelherold
246
13k
Transcript
Data on the Web Will Farrington
File I/O
File I/O • Minimal reusability • No "correct" format •
Hard to maintain • Prone to problems caused by encoding changes
Standardize
CSV
Comma Separated Values
CSV • Used for tabular data • Small footprint •
Widely recognized and supported format • Many different flavors • Support in database systems and spreadsheets
Example CSV Id,Name,Desc,Points,Due 1,Homework 1,Nothing special,15,6/7/2011 15,"Project, número uno",,100,6/21/2001
XML
Extensible Markup Language
XML • Open, standard specification • Unicode-friendly • Came to
prominence with Java and .NET • Widely used on the web • Good at representing tree-like data
Example XML <?xml version="1.0" encoding="UTF-8"?> <statuses type="array"> <status> <created_at>Tue Jun
07 21:30:50 +0000 2011</created_at> <id>78212343649140736</id> <text>@skalnik Looks good.</text> <source><a href="http://itunes.apple.com/us/app/twitter/id409789998?mt=12" rel="nofollow">Twitter for Mac</a></source> <truncated>false</truncated> <favorited>false</favorited> <in_reply_to_status_id>78211453777231872</in_reply_to_status_id> <in_reply_to_user_id>15878923</in_reply_to_user_id> <in_reply_to_screen_name>skalnik</in_reply_to_screen_name> <retweet_count>0</retweet_count> <retweeted>false</retweeted> <user> <id>10403812</id> </user> <geo/> <coordinates/> <place/> <contributors/> </status> </statuses>
Criticisms of XML • Very verbose • Parsers can be
extremely complicated • Does not map well to some type systems • Does not represent highly structured data well
JSON
JavaScript Object Notation
JSON • Based on a subset of JavaScript circa 2003
• Lightweight • Simple to parse • Designed to be human-readable • Well-suited to structured data as well as trees
Example JSON [{ "coordinates":null, "created_at":"Tue Jun 07 21:30:50 +0000 2011",
"truncated":false, "favorited":false, "contributors":null, "text":"@skalnik Looks good.", "id":78212343649140736, "retweet_count":0, "geo":null, "retweeted":false, "in_reply_to_user_id":15878923, "source":"<a href=\"http://itunes.apple.com/us/app/twitter/id409789998?mt=12\" rel= \"nofollow\">Twitter for Mac</a>", "place":null, "in_reply_to_screen_name":"skalnik", "user":{"id":10403812}, "in_reply_to_status_id":78211453777231872 }]
More on JSON • eval() (is bad) • JSON.parse() •
Built-in browser support • Popular for AJAX: both single-domain and cross-domain
JSONP • JSON with Padding • Used for cross-domain requests
• Alternative to Cross-Origin Resource Sharing • Only supports GET
BSON • Binary JSON • Superset of JSON • Used
by MongoDB for storage of binary data
YAML
YAML Ain't Markup Language
YAML • Not often used over the network • Popular
for configuration files • Human-readable • Data-oriented • No execution means no injection
Example YAML --- - coordinates: created_at: Tue Jun 07 21:30:50
+0000 2011 truncated: false favorited: false contributors: text: "@skalnik Looks good." id: 78212343649140736 retweet_count: 0 geo: retweeted: false in_reply_to_user_id: 15878923 source: <a href="http://itunes.apple.com/us/app/twitter/id409789998?mt=12" rel="nofollow">Twitter for Mac</a> place: in_reply_to_screen_name: skalnik user: id: 10403812 in_reply_to_status_id: 78211453777231872
What to do with all these formats?
APIs
Application Programming Interfaces
APIs • Websites tell you what formats they support •
Websites document their URL structure • Developers use these APIs to integrate products • You can even consume your own APIs
But...
Not everyone offers APIs
What do?
Screen-scraping
Screen-scraping • Requests the full HTML for a page •
Parses out the content you want • Slow • Website layout may change and break yours
Demo!
Questions?
Will Farrington
[email protected]
http://speakerdeck.com/u/wfarr