Irene Steves | The dynamic duo: SQL & R | RStudio

  Рет қаралды 5,453

Posit PBC

Posit PBC

Күн бұрын

There's a point in every data wranglers' career in which their full dataset can no longer fit into just CSV files, and the journey to database-world begins. I reached this point about two years ago, when I transitioned from ecological research to the world of eCommerce fraud prevention. My calls to read_csv became scarcer as I came to rely more and more on databases. In this talk, I'll demonstrate how I use R and SQL to access database tables, and how I incorporate both into my daily workflow, aided by features in RStudio IDE. I'll also discuss our company’s "riskiconn" package for handling database connections and queries, which includes customizations to simplify day-to-day data querying.
About Irene:
Irene holds an M.Sc. in Ecology and a B.A. in Integrative Biology, through which she first discovered R and data science. Her interest in data led her to the Arctic Data Center at the University of California Santa Barbara, a summer internship at RStudio, and ultimately to the Research & Data Science department at Riskified, where she now explores the complex patterns of fraud in eCommerce. In her free time, she studies Hebrew through podcasts and dubbed kids' movies.

Пікірлер: 5
@TURALOWEN
@TURALOWEN Жыл бұрын
Hi Irene! My story is very similar. I have been using R/R Studio and tidyverse for a long time, but never dealt with databases or SQL. Your video DID convince me to actually learn SQL and be bilingual. Thank you!
@olivermoser197
@olivermoser197 2 жыл бұрын
Thank you so much. I am quiet into dplyr but had no practical experience with databases like you, so I never really understood why I should learn SQL especially while the syntax looks so much more complicated and less powerful to me. Your video helped me a lot!
@OscarRodriguez-lf8bp
@OscarRodriguez-lf8bp 3 жыл бұрын
Gracias por contar vuestra experiencia..!! Thanks you for sharing Your experiencie with us.!! It was helpful for me.!!
@multitaskprueba1
@multitaskprueba1 2 жыл бұрын
Fantastic lecture! Thank you!
@haraldurkarlsson1147
@haraldurkarlsson1147 Жыл бұрын
It is not surprising that there is overlap between dplyr and SQL. After all SQL influenced the design and structure of dplyr.
Я нашел кто меня пранкует!
00:51
Аришнев
Рет қаралды 3,7 МЛН
Alat Seru Penolong untuk Mimpi Indah Bayi!
00:31
Let's GLOW! Indonesian
Рет қаралды 15 МЛН
Me: Don't cross there's cars coming
00:16
LOL
Рет қаралды 12 МЛН
Heartwarming: Stranger Saves Puppy from Hot Car #shorts
00:22
Fabiosa Best Lifehacks
Рет қаралды 19 МЛН
How I use SQL as a Data Analyst
15:30
Luke Barousse
Рет қаралды 807 М.
SQL Databases For dplyr Users: Introduction
10:17
weecology
Рет қаралды 3 М.
Accessing SQL Databases in R: Three Approaches
16:25
StatistikinDD
Рет қаралды 6 М.
Собери ПК и Получи 10,000₽
1:00
build monsters
Рет қаралды 2,2 МЛН
В России ускорили интернет в 1000 раз
0:18
Короче, новости
Рет қаралды 1,7 МЛН
Blue Mobile 📲 Best For Long Audio Call 📞 💙
0:41
Tech Official
Рет қаралды 1 МЛН
Неразрушаемый смартфон
1:00
Status
Рет қаралды 2,4 МЛН
Игровой Комп с Авито за 4500р
1:00
ЖЕЛЕЗНЫЙ КОРОЛЬ
Рет қаралды 1,9 МЛН