Bhishan Poudel bhishanpdl

Data Scientist II at AmerisourceBergen | Phd Astrophysics

bhishanpdl / markdown_hyperlink.md

Created September 2, 2018 14:49

1. Clean data

bhishanpdl / multiline.sh

Last active September 3, 2018 23:48

bhishanpdl / data_clean.py

Last active September 2, 2018 21:25

	def clean_data(data):
	"""
	Clean the pandas dataframe.

	data: pandas dataframe

	return: cleaned dataframe


	1. Make column names lowercase and underscored.

bhishanpdl / pandas_plot_bar.py

Created September 2, 2018 22:28

	ax = users['gender'].value_counts().plot(kind='bar')
	for p in ax.patches:
	ax.annotate(np.round(p.get_height(), decimals=2),
	(p.get_x()+p.get_width()/2.,
	p.get_height()), ha='center',
	va='center', xytext=(0, 10),
	textcoords='offset points')

bhishanpdl / pandas_plot_barh.py

Created September 2, 2018 22:29

	ax = users['gender'].value_counts().plot(kind='barh')
	for p in ax.patches:
	ax.annotate(str(int(p.get_width())), (p.get_x() + p.get_width(), p.get_y()), xytext=(-2, 4), textcoords='offset points', horizontalalignment='right')

bhishanpdl / fits_combine_jedisim_two.py

Created September 4, 2018 14:10

Add two fits files from jedisim outputs with jedism settings headers.

	#!python
	# -- coding: utf-8 --#
	"""
	Create fitsfile.

	Author : Bhishan Poudel
	Date : Sep 4, 2018

	Combine two fitsfile keeping their fitsheaders.

bhishanpdl / svimrc.vim

Last active October 8, 2018 23:08

	let scrollstep = 120


	" Settings
	let blacklists = [ "://localhost.com/", "://localhost:", "://codepen.io/", "://draw.io/", "://slack.com/", "://codesandbox.io/", "://codewars.com/", "://discordapp.com/", "://gitter.im/*"]

bhishanpdl / svim.vim

Last active September 11, 2018 00:23

	" Settings
	map "b" scrollToBottom
	map "," previousTab
	map "." nextTab


	let blacklists = [ "https://.overleaf.com/", "://localhost:", "://codepen.io/", "://draw.io/", "://slack.com/", "://codesandbox.io/", "://codewars.com/", "://discordapp.com/", "://gitter.im/"]

bhishanpdl / html preview.js

Last active September 13, 2018 23:14

Render raw html in github etc.. #javascript #html

	// Bookmark any webpage and change content with this javascript

	javascript:top.location=%22http://htmlpreview.github.com/?%22+document.URL

bhishanpdl / bokeh_interactive_histogram.py

Created October 5, 2018 03:42

Bokeh interactive histogram #bokeh #histogram #interactive

	def interactive_histogram(df,col,n_bins,bin_range,title,x_axis_label,x_tooltip):
	"""Plot interactive histogram using bokeh.

	df: pandas dataframe
	col: column of panda dataframe to plot (eg. age of users)
	n_bins: number of bins, e.g. 9
	bin_range: list with min and max value. e.g. [10,100] age of users.
	title: title of plot. e.g. 'Airnb Users Age Distribution'
	x_axis_label: x axis label. e.g. 'Age (years)'.
	x_tooltip: x axis tooltip string. e.g. 'Age'