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data-science/Visualizations/electronegativity_table.py
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#Created an electronegativity table. | |
#This is a variation of the Periodic Table example in the Bokeh library | |
#Check out the Periodic Table tutorial here: http://bokeh.pydata.org/en/latest/docs/gallery/periodic.html | |
from collections import OrderedDict | |
from bokeh.plotting import figure, show, output_file | |
from bokeh.models import HoverTool, ColumnDataSource | |
from bokeh.sampledata import periodic_table | |
from bokeh.embed import components | |
elements = periodic_table.elements[periodic_table.elements["group"] != "-"] | |
group_range = [str(x) for x in range(1,19)] | |
period_range = [str(x) for x in reversed(sorted(set(elements["period"])))] | |
def electroneg_to_discrete(e_val): | |
if e_val < 1.5: | |
return '0_to_1.5' | |
elif e_val < 1.9: | |
return '1.5_to_1.9' | |
elif e_val < 2.9: | |
return '2.0_to_2.9' | |
elif e_val <= 4.0: | |
return '3.0_to_4.0' | |
else: | |
return 'NaN' | |
electroneg_discrete = map(lambda x: electroneg_to_discrete(x), elements['electronegativity']) | |
colormap = { | |
'0_to_1.5': '#ffffcc', | |
'1.5_to_1.9' : '#a1dab4', | |
'2.0_to_2.9': '#41b6c4', | |
'3.0_to_4.0': '#225ea8', | |
'NaN': '#bdbdbd' | |
} | |
source = ColumnDataSource( | |
data = dict( | |
group=[str(x) for x in elements["group"]], | |
period=[str(y) for y in elements["period"]], | |
symx=[str(x)+":0.1" for x in elements["group"]], | |
name = elements["name"], | |
numbery=[str(x)+":0.8" for x in elements["period"]], | |
electronegativity = elements["electronegativity"], | |
symbol = elements["symbol"], | |
namey=[str(x)+":0.3" for x in elements["period"]], | |
atomic_number = elements['atomic number'], | |
type_color=[colormap[x] for x in electroneg_discrete], | |
electronegativityy = [str(x)+':0.1' for x in elements['period']])) | |
output_file("electronegativity_table.html") | |
p = figure(title="Electronegativity", tools="resize,hover,save", | |
x_range=group_range, y_range=period_range) | |
p.plot_width = 1200 | |
p.toolbar_location = "left" | |
p.rect("group", "period", 0.9, 0.9, source=source, | |
fill_alpha=0.6, color="type_color") | |
text_props = { | |
"source": source, | |
"angle": 0, | |
"color": "black", | |
"text_align": "left", | |
"text_baseline": "middle" | |
} | |
p.text(x="symx", y="period", text="symbol", | |
text_font_style="bold", text_font_size="15pt", **text_props) | |
p.text(x="symx", y = 'numbery', text='atomic_number', | |
text_font_size='9pt', **text_props) | |
p.text(x="symx", y="namey", text="name", | |
text_font_size="6pt", **text_props) | |
p.grid.grid_line_color = None | |
hover = p.select(dict(type=HoverTool)) | |
hover.tooltips = OrderedDict([ | |
("name", "@name"), | |
("atomic number", "@atomic_number"), | |
("electronegativity", "@electronegativity") | |
]) | |
script_file = open('electronegativity_table_script.html', 'w+') | |
div_file = open('electronegativity_table_div.html', 'w+') | |
script, div = components(p) | |
print(script, file=script_file) | |
print(div, file=div_file) | |
show(p) |