Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Graph Databases Will Change Your Freakin Life -...
Search
funkatron
September 17, 2016
Programming
0
270
Graph Databases Will Change Your Freakin Life - PNWPHP16
Given at #PNWPHP
funkatron
September 17, 2016
Tweet
Share
More Decks by funkatron
See All by funkatron
Stronger Than Fear: Mental Health in the Developer Community 2023
funkatron
0
250
Stronger Than Fear: Mental Health in the Developer Community
funkatron
0
460
Stronger Than Fear: Mental Health in the Developer Community
funkatron
0
190
How We Changed The World With Open Source - WordCampMSP 17
funkatron
0
170
Stronger Than Fear: Mental Health in the Developer Community
funkatron
0
98
Stronger Than Fear: Mental Health in the Developer Community
funkatron
0
290
Stronger Than Fear: Mental Health in the Developer Community
funkatron
0
130
Stronger Than Fear: Mental Health in the Developer Community
funkatron
0
81
Grumpy and Funky Save the World
funkatron
0
280
Other Decks in Programming
See All in Programming
生成AIを利用するだけでなく、投資できる組織へ
pospome
2
440
[AtCoder Conference 2025] LLMを使った業務AHCの上⼿な解き⽅
terryu16
6
1k
ZJIT: The Ruby 4 JIT Compiler / Ruby Release 30th Anniversary Party
k0kubun
1
320
コマンドとリード間の連携に対する脅威分析フレームワーク
pandayumi
1
210
React 19でつくる「気持ちいいUI」- 楽観的UIのすすめ
himorishige
11
5.1k
TestingOsaka6_Ozono
o3
0
270
16年目のピクシブ百科事典を支える最新の技術基盤 / The Modern Tech Stack Powering Pixiv Encyclopedia in its 16th Year
ahuglajbclajep
4
730
GISエンジニアから見たLINKSデータ
nokonoko1203
0
190
re:Invent 2025 トレンドからみる製品開発への AI Agent 活用
yoskoh
0
620
CSC307 Lecture 03
javiergs
PRO
1
470
AIエージェント、”どう作るか”で差は出るか? / AI Agents: Does the "How" Make a Difference?
rkaga
2
870
Combinatorial Interview Problems with Backtracking Solutions - From Imperative Procedural Programming to Declarative Functional Programming - Part 2
philipschwarz
PRO
0
140
Featured
See All Featured
Jess Joyce - The Pitfalls of Following Frameworks
techseoconnect
PRO
1
46
Facilitating Awesome Meetings
lara
57
6.7k
Designing for Timeless Needs
cassininazir
0
110
Amusing Abliteration
ianozsvald
0
86
ReactJS: Keep Simple. Everything can be a component!
pedronauck
666
130k
Navigating Weather and Climate Data
rabernat
0
68
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
12
1.4k
Claude Code のすすめ
schroneko
67
210k
Utilizing Notion as your number one productivity tool
mfonobong
2
200
WENDY [Excerpt]
tessaabrams
9
35k
4 Signs Your Business is Dying
shpigford
187
22k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
31
9.8k
Transcript
GRAPH DATABASES WILL CHANGE YOUR FREAKIN’ LIFE ED FINKLER CTO
GraphStory.com WHAT IS?
I’VE GOT A DOPE VISUALIZATION FOR YOU DOGG This Effin
Guy HEY I JUST DOWNLOADED D3.JS
GraphStory.com NO. INCORRECT.
GraphStory.com GRAPH THEORY AND MATH AND STUFF
GraphStory.com I WAS TOLD THERE WOULD BE NO MATH
GraphStory.com IT’S ABOUT DATA
MANY DATA Visualiza!on by Kim Albrecht h"p:/ /www.kimalbrecht.com/project/cosmic-web/
GraphStory.com BUT IGNORE THAT
GraphStory.com ZOOOOOO000M IN
GraphStory.com HOW DO WE REPRESENT A THING OR AN ENTITY
OR WHATEVER YOU WANT TO CALL IT
GraphStory.com RELATIONAL DATABASES USE A LEDGER-STYLE STRUCTURE
GraphStory.com CAN GET COMPLEX AND RIGID WHEN REPRESENTING RELATIONSHIPS
GraphStory.com LET’S TALK ABOUT [NEO4J] GRAPHS
GraphStory.com GRAPHS ARE MUCH SIMPLER
GraphStory.com THINGS ARE NODES OR VERTICES
GraphStory.com NODES HAVE PROPERTIES { KEYS: “VALUES” }
GraphStory.com NODES HAVE LABELS TO TELL YOU WHAT TYPE OF
THING IT IS
GraphStory.com n:Person id: 1234 first_name: “Ed” last_name: “Finkler”
GraphStory.com NODES ARE CONNECTED BY RELATIONSHIPS OR EDGES
GraphStory.com RELATIONSHIPS HAVE A TYPE AND A DIRECTION AND CAN
HAVE PROPERTIES
GraphStory.com n:Person id: 4321 first_name: “Griffin” last_name: “Finkler” n:Person id:
1234 first_name: “Ed” last_name: “Finkler” r:CHILD_OF created: 2002
GraphStory.com DOTS AND LINES ALL THE WAY DOWN
GraphStory.com IT’S SIMPLER
GraphStory.com IT’S MORE POWERFUL
GraphStory.com WHEN THE MEANING IS IN THE RELATIONSHIPS
GraphStory.com SOMETIMES DIRECT RELATIONSHIPS BUT THAT’S NOT HARD TO DO
WITH RELATIONAL DBS PERSON A PERSON B
GraphStory.com SOMETIMES INDIRECT RELATIONSHIPS THIS IS HARDER TO DO TRAVERSE
WITH RELATIONAL DATABASES ACTOR A ACTOR B MOVIE A DIRECTOR A MOVIE B ACTOR C
GraphStory.com ANSWERING QUESTIONS YOU DIDN’T EXPECT
YOU WANT TO KNOW HOW MANY PEOPLE WHO BOUGHT A
TOASTER, LIVE IN KANSAS, AND HAVE A CRIMINAL RECORD, USED THE COUPON IN YESTERDAY’S PAPER? NO. GET THE HELL OUT. This Effin Guy ASKING YOUR BACKEND DEV IF YOU CAN GET SOME NEW DATA OUT OF THE DB
GraphStory.com WITH A GRAPH, YOU COULD ANSWER THAT QUESTION. IF
YOU HAVE ALL THAT DATA IN THERE, AND THERE ARE PATHS BETWEEN THEM.
GraphStory.com YOU CAN ADD MORE RELATIONSHIPS AS NEEDED AND STILL
BE PERFORMANT
GraphStory.com EGOTISTICAL LIVE QUERY TIME
GraphStory.com CMD+TAB, SON
GraphStory.com GRAPHS AREN’T MAGIC
GraphStory.com GRAPHS DON’T SOLVE ALL YOUR PROBLEMS
GraphStory.com IF YOU’RE ASKING QUESTIONS ABOUT THE RELATIONSHIPS, THEY ARE
REALLY NICE AND REALLY POWERFUL AND SOMETIMES SEEM LIKE WITCHCRAFT
GraphStory.com ESPECIALLY IF YOU HAVE MANY DATAS
WHAT GREAT DELIGHTS AWAIT YOU DATAS FOR FUN AND EXPLORATION
▸ GraphStory.com -> Free Trial (no CC!) -> Sample Data ▸ h!p:/ /neo4j.com/developer/example-data/ ▸ h!ps:/ /github.com/OSMIHelp/osmi-survey-graph
@GRAPHSTORYCO • GRAPHSTORY.COM @FUNKATRON https://joind.in/talk/1385f QUESTION TIME IS NOW