pandas 1.4.2

NotesParameters

Notes

More information: <https://www.stata.com/help.cgi?missing>

Integer missing values make the code '.', '.a', ..., '.z' to the ranges 101 ... 127 (for int8), 32741 ... 32767 (for int16) and 2147483621 ... 2147483647 (for int32). Missing values for floating point data types are more complex but the pattern is simple to discern from the following table.

np.float32 missing values (float in Stata) 0000007f . 0008007f .a 0010007f .b ... 00c0007f .x 00c8007f .y 00d0007f .z

np.float64 missing values (double in Stata) 000000000000e07f . 000000000001e07f .a 000000000002e07f .b ... 000000000018e07f .x 000000000019e07f .y 00000000001ae07f .z

Parameters

value : {int, float}

The Stata missing value code

An observation's missing value.

Examples

See :

Local connectivity graph

Hover to see nodes names; edges to Self not shown, Caped at 50 nodes.

Using a canvas is more power efficient and can get hundred of nodes ; but does not allow hyperlinks; , arrows or text (beyond on hover)

SVG is more flexible but power hungry; and does not scale well to 50 + nodes.

All aboves nodes referred to, (or are referred from) current nodes; Edges from Self to other have been omitted (or all nodes would be connected to the central node "self" which is not useful). Nodes are colored by the library they belong to, and scaled with the number of references pointing them


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