Essential functions and methods in Danfo.js
In this section, we will look at some important functions and methods in relation to Series and DataFrames. The methods in each of the data structures are a lot and we can always visit the documentation for more methods. This section will only mention some of the most commonly used methods:
loc
andiloc
indexing- Sorting: the
sort_values
andsort_index
methods Filter
- Arithmetic operations such as
add
,sub
,div
,mul
, andcumsum
loc and iloc indexing
Accessing DataFrame rows and columns is made easier with the loc
and iloc
methods; both methods allow you to specify the rows and columns you would like to access. For those of you coming from Python' pandas library, the loc
and iloc
format as implemented in Danfo.js should be familiar.
The loc
method is used to access a DataFrame with an index that is not numeric, as follows:
df_index = df4.loc({rows:['Bellion','Rihanna','Drake...