dataframe-api
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data-apis
RFC document, tooling and other content related to the dataframe API standard
On the call yesterday, the topic of mutability came up in the vaex demo. The short version is that it may be difficult or impossible for some systems to implement...
This is a first version of the analysis of pandas usage in Kaggle notebooks. We've fetched Python notebooks from [Kaggle](https://www.kaggle.com/notebooks?sortBy=voteCount&group=everyone&pageSize=20&language=Python) and we run them using [record_api](https://github.com/pydata-apis/python-record-api) to analyze the number...
In https://github.com/pydata-apis/dataframe-api/issues/2 there seems to be some agreement that row-labels are an important component of a dataframe. Pandas takes this a step further by using them for *alignment* in many...
Interactive users will want to control how the data is displayed. This might include sorting the view; coloring cells, columns, or rows; precision digits; or moving columns to the left....
One optional feature to consider including in our specification is nested "DataFrames"/Tables (or whatever name we decide to use there). riptide does not currently support this concept, but I've been...
Next are listed the reductions over numerical types defined in pandas. These can be applied: - To `Series` - To N columns of a `DataFrame` - To group by operations...
Split from the discussions in https://github.com/pydata-apis/dataframe-api/issues/2. To avoid the trap of "let's just match pandas", let's collect a list of specific problems with the pandas API, which we'll intentionally deviate...
There was a question on the sync call today about defining "what is a data frame?". People may have different perspectives, but I wanted to offer mine: --- A "data...
From my own experience, there are (at least) two very different use cases to use dataframes: 1. Doing some real-time data analysis in notebooks 2. Building production pipelines While I...
