semvec/pypi-packages huggingface dataset:
nishant-miss-data-76 1.2.1
Handle Missing Data
Requires Python: >=3.6
Keywords: command-line,Missing-Data

# Handling Missing Data 

```
This package has been created based on Project 3 of course UCS633(DATA ANALYSIS AND VISUALISATION ) Thapar University, Patiala
Nishant Goel  
COE17
Roll number: 101703376
```

Output is a DataFrame with all **NaN** removal 

## Installation
`pip install nishant_missing_data_76`

*Recommended - test it out in a virtual environment.* 

## Upgrade
`pip install nishant_missing_data_76 --upgrade`

## To use via command line
`missing_data_cli_76 in.csv out.csv`

Drop rows with NaN
`missing_data_cli_76 in.csv out.csv DROP 0` 

Drop columns with NaN
`missing_data_cli_76 in.csv out.csv DROP 1`

Forward filling
`missing_data_cli_76 in.csv out.csv FILL 0`

Backward filling
`missing_data_cli_76 in.csv out.csv FILL 1`

Imputing with mean
`missing_data_cli_76 in.csv out.csv IMPUTE 0`

Imputing with median
`missing_data_cli_76 in.csv out.csv IMPUTE 1`

Imputing with mode
`missing_data_cli_76 in.csv out.csv IMPUTE 2`


## To use in .py script
```
from nishant_miss_data_76 import dropvalue,filler,imputer
df=pd.read_csv('file1.csv')
```
```
nd=dropvalue(df,0)
```
```
nd=dropvalue(df,1)
```
```
nd=imputer(df,0)//mean
```
```
nd=imputer(df,1)//median
```
```
nd=imputer(df,2)//mode
```
```
nd=filler(df,along=0)
```
```
nd=filler(df,along=1)
```
basic-wrangler 0.7.1
A BASIC program listing line renumberer/cruncher (aka, a minifier).
Requires Python: >=3.6
Keywords: basic cruncher development

# BASIC Wrangler
## Purpose

The purpose of BASIC Wrangler is to allow you to write BASIC programs using labels in a dialect-agnostic way. It also combines and crunches lines to take up the least amount of space on output, thus saving you memory. It is designed to be able to work with almost any dialect of line numbered BASIC.

## Installation

To install with pip, type:

```Batchfile
pip install basic-wrangler
```

## Basic Usage

To load the GUI, type `bw` (a harmless console window might open up behind the main window -- ignore it). Type `bw -h` for CLI help. For more, download [the PDF Manual zip file at the release page](https://github.com/pahandav/basic-wrangler/releases).

## Getting Support

If you have any issues, you can either report them at [the GitHub Issues Tracker](https://github.com/pahandav/basic-wrangler/issues) or you can report them at [the AtariAge Release thread](https://atariage.com/forums/topic/297649-basic-wrangler-a-line-cruncherrenumberer/). There might also be useful information at [my blog](https://oldschoolbasic.blogspot.com/).

## Attribution

Program icon based on an icon made by [Retinaicons](http://www.flaticon.com/authors/retinaicons) from [www.flaticon.com](http://www.flaticon.com).