tidyquery
tidylog
| tidyquery | tidylog | |
|---|---|---|
| 2 | 1 | |
| 167 | 590 | |
| - | 0.2% | |
| 0.0 | 5.3 | |
| about 2 years ago | 8 months ago | |
| R | R | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tidyquery
-
Can "dplyr" code automatically be converted to SQL code?
tidyquery
-
ClickHouse as an alternative to Elasticsearch for log storage and analysis
> SQL is a perfect language for analytics.
Slightly off topic, but I strongly agree with this statement and wonder why the languages used for a lot of data science work (R, Python) don't have such a strong focus on SQL.
It might just be my brain, but SQL makes so much logical sense as a query language and, with small variances, is used to directly query so many databases.
In R, why learn the data.tables (OK, speed) or dplyr paradigms, when SQL can be easily applied directly to dataframes? There are libraries to support this like sqldf[1], tidyquery[2] and duckdf[3] (author). And I'm sure the situation is similar in Python.
This is not a post against great libraries like data.table and dplyr, which I do use from time to time. It's more of a question about why SQL is not more popular as the query language de jour for data science.
[1] https://cran.r-project.org/web/packages/sqldf/index.html
[2] https://github.com/ianmcook/tidyquery
[3] https://github.com/phillc73/duckdf
tidylog
-
Printing intermediate step output in a dplyr chain?
If you want fairly general output, rather than something specific, the tidylog package is a great solution.
What are some alternatives?
duckdf - 🦆 SQL for R dataframes, with ducks
janitor - simple tools for data cleaning in R
tidyverse - Easily install and load packages from the tidyverse
timetk - Time series analysis in the `tidyverse`
desctable - An R package to produce descriptive and comparative tables
cloki-go-legacy - Clickhouse Loki API in GO (WIP)
tidyquant - Bringing financial analysis to the tidyverse
IntRo - Introduction to R for health data
clickhousedb_fdw - PostgreSQL's Foreign Data Wrapper For ClickHouse
dtplyr - Data table backend for dplyr