We Keep Coding

GeoJson object (layer) not being added to Folium map

Have looked at previous similar questions and implemented suggestions but I am still having trouble getting a layer to appear on a Folium map. Basically I have used Here's isoline API to create an array of GeoJson data objects (these are bascially areas reacjable within certain drivetimes). I can render these drivetimes on a Here map but would like to use Folium as I think it's easier to set layer colors etc.
So the GeoJson objects (drivetimes) are stored in an array called "values".
My code is as follows:
# Create the map
m = folium.Map(location=[latitude, longitude], zoom_start=13)
# Add a marker to the map
folium.Marker(
[latitude, longitude]
).add_to(m)
# Add the layer
folium.GeoJson(data=value[0], name="geojson").add_to(m)
folium.LayerControl().add_to(m)
m
An example of one of the drivetimes is as follows, any help would be appreciated:
{"data": {"features": [{"geometry": {"coordinates": [[[-6.643639, 53.382568], [-6.635742, 53.382568], [-6.633682, 53.381882], [-6.632309, 53.380508], [-6.630249, 53.379822], [-6.622009, 53.379822], [-6.619949, 53.379135], [-6.618576, 53.377762], [-6.616516, 53.377075], [-6.611023, 53.377075], [-6.608963, 53.376389], [-6.60759, 53.375015], [-6.60553, 53.374329], [-6.600037, 53.374329], [-6.597977, 53.375015], [-6.596603, 53.376389], [-6.594543, 53.377075], [-6.586304, 53.377075], [-6.584244, 53.376389], [-6.58287, 53.372269], [-6.580811, 53.371582], [-6.564331, 53.371582], [-6.562271, 53.372269], [-6.560898, 53.373642], [-6.558838, 53.374329], [-6.556091, 53.374329], [-6.554031, 53.373642], [-6.552658, 53.372269], [-6.550598, 53.371582], [-6.548538, 53.372269], [-6.547852, 53.374329], [-6.547852, 53.377075], [-6.547165, 53.379135], [-6.544418, 53.381882], [-6.542358, 53.382568], [-6.540298, 53.381882], [-6.538925, 53.380508], [-6.537552, 53.380508], [-6.536179, 53.381882], [-6.534119, 53.382568], [-6.525879, 53.382568], [-6.523819, 53.381882], [-6.522446, 53.377762], [-6.520386, 53.377075], [-6.514893, 53.377075], [-6.512833, 53.376389], [-6.511459, 53.375015], [-6.509399, 53.374329], [-6.50116, 53.374329], [-6.4991, 53.373642], [-6.497726, 53.372269], [-6.495667, 53.371582], [-6.493607, 53.372269], [-6.493607, 53.373642], [-6.497726, 53.377762], [-6.498413, 53.379822], [-6.497726, 53.381882], [-6.49498, 53.384628], [-6.49292, 53.385315], [-6.490173, 53.385315], [-6.488113, 53.384628], [-6.48674, 53.383255], [-6.48468, 53.382568], [-6.479187, 53.382568], [-6.477127, 53.381882], [-6.475754, 53.380508], [-6.471634, 53.379135], [-6.470261, 53.377762], [-6.468201, 53.377075], [-6.465454, 53.377075], [-6.463394, 53.377762], [-6.463394, 53.379135], [-6.466141, 53.381882], [-6.470261, 53.383255], [-6.473007, 53.386002], [-6.473694, 53.388062], [-6.473694, 53.396301], [-6.47438, 53.398361], [-6.4785, 53.399734], [-6.479187, 53.401794], [-6.479187, 53.404541], [-6.479874, 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53.292618], [-6.199036, 53.291931], [-6.207275, 53.291931], [-6.209335, 53.292618], [-6.210709, 53.293991], [-6.212769, 53.294678], [-6.221008, 53.294678], [-6.223068, 53.293991], [-6.224442, 53.289871], [-6.232681, 53.281631], [-6.236801, 53.280258], [-6.237488, 53.278198], [-6.236801, 53.276138], [-6.234741, 53.275452], [-6.210022, 53.275452], [-6.207962, 53.274765], [-6.206589, 53.273392], [-6.202469, 53.272018], [-6.201782, 53.269958], [-6.201782, 53.267212], [-6.202469, 53.265152], [-6.204529, 53.264465], [-6.210022, 53.264465], [-6.212082, 53.265152], [-6.213455, 53.266525], [-6.215515, 53.267212], [-6.237488, 53.267212], [-6.239548, 53.266525], [-6.240921, 53.265152], [-6.242981, 53.264465], [-6.245728, 53.264465], [-6.247787, 53.263779], [-6.249161, 53.262405], [-6.251221, 53.261719], [-6.25946, 53.261719], [-6.26152, 53.262405], [-6.262894, 53.263779], [-6.264954, 53.264465], [-6.270447, 53.264465], [-6.272507, 53.263779], [-6.27388, 53.262405], [-6.27594, 53.261719], [-6.289673, 53.261719], [-6.291733, 53.262405], [-6.293106, 53.263779], [-6.295166, 53.264465], [-6.300659, 53.264465], [-6.302719, 53.265152], [-6.304092, 53.266525], [-6.306152, 53.267212], [-6.314392, 53.267212], [-6.316452, 53.266525], [-6.316452, 53.265152], [-6.312332, 53.263779], [-6.311646, 53.261719], [-6.312332, 53.259659], [-6.315079, 53.256912], [-6.317139, 53.256226], [-6.322632, 53.256226], [-6.324692, 53.256912], [-6.328812, 53.261032], [-6.332932, 53.262405], [-6.334305, 53.263779], [-6.336365, 53.264465], [-6.347351, 53.264465], [-6.349411, 53.265152], [-6.350784, 53.266525], [-6.352158, 53.266525], [-6.353531, 53.265152], [-6.355591, 53.264465], [-6.363831, 53.264465], [-6.365891, 53.265152], [-6.366577, 53.267212], [-6.366577, 53.269958], [-6.367264, 53.272018], [-6.369324, 53.272705], [-6.377563, 53.272705], [-6.379623, 53.273392], [-6.380997, 53.277512], [-6.383057, 53.278198], [-6.385117, 53.277512], [-6.38649, 53.276138], [-6.38855, 53.275452], [-6.405029, 53.275452], [-6.407089, 53.276138], [-6.408463, 53.276825], [-6.409836, 53.275452], [-6.411209, 53.273392], [-6.413269, 53.272705], [-6.421509, 53.272705], [-6.423569, 53.273392], [-6.424942, 53.274765], [-6.426315, 53.274765], [-6.427689, 53.270645], [-6.429749, 53.269958], [-6.440735, 53.269958], [-6.442795, 53.269272], [-6.444168, 53.267899], [-6.446228, 53.267212], [-6.451721, 53.267212], [-6.453781, 53.267899], [-6.457901, 53.272018], [-6.459961, 53.273392], [-6.462708, 53.274765], [-6.465454, 53.275452], [-6.468201, 53.275452], [-6.470261, 53.274765], [-6.471634, 53.273392], [-6.475754, 53.272018], [-6.477127, 53.270645], [-6.4785, 53.270645], [-6.479874, 53.272018], [-6.481934, 53.272705], [-6.498413, 53.272705], [-6.500473, 53.272018], [-6.501846, 53.270645], [-6.503906, 53.269958], [-6.506653, 53.269958], [-6.508713, 53.269272], [-6.510086, 53.267899], [-6.514206, 53.266525], [-6.515579, 53.265152], [-6.517639, 53.264465], [-6.523132, 53.264465], [-6.525192, 53.265152], [-6.525879, 53.267212], [-6.525879, 53.269958], [-6.525192, 53.272018], [-6.521072, 53.273392], [-6.519699, 53.274765], [-6.515579, 53.276138], [-6.514206, 53.277512], [-6.510086, 53.278885], [-6.508713, 53.280258], [-6.506653, 53.280945], [-6.498413, 53.280945], [-6.496353, 53.281631], [-6.49498, 53.283005], [-6.49292, 53.283691], [-6.487427, 53.283691], [-6.485367, 53.284378], [-6.483994, 53.285751], [-6.481934, 53.286438], [-6.47644, 53.286438], [-6.47438, 53.287125], [-6.473694, 53.289185], [-6.473694, 53.291931], [-6.473007, 53.293991], [-6.470947, 53.294678], [-6.465454, 53.294678], [-6.463394, 53.293991], [-6.462021, 53.292618], [-6.459961, 53.291931], [-6.454468, 53.291931], [-6.452408, 53.292618], [-6.451035, 53.293991], [-6.446915, 53.295364], [-6.445541, 53.299484], [-6.444168, 53.300858], [-6.444168, 53.302231], [-6.446228, 53.302917], [-6.448975, 53.302917], [-6.451035, 53.303604], [-6.452408, 53.307724], [-6.454468, 53.308411], [-6.459961, 53.308411], [-6.462021, 53.307724], [-6.463394, 53.306351], [-6.465454, 53.305664], [-6.473694, 53.305664], [-6.475754, 53.306351], [-6.477127, 53.310471], [-6.479187, 53.311157], [-6.481247, 53.310471], [-6.48262, 53.309097], [-6.48468, 53.308411], [-6.490173, 53.308411], [-6.492233, 53.309097], [-6.49498, 53.311844], [-6.495667, 53.313904], [-6.49498, 53.315964], [-6.49086, 53.317337], [-6.48674, 53.321457], [-6.48468, 53.322144], [-6.473694, 53.322144], [-6.471634, 53.32283], [-6.467514, 53.32695], [-6.463394, 53.328323], [-6.463394, 53.329697], [-6.467514, 53.33107], [-6.468887, 53.332443], [-6.470947, 53.33313], [-6.47644, 53.33313], [-6.4785, 53.333817], [-6.479874, 53.33519], [-6.483994, 53.336563], [-6.485367, 53.337936], [-6.48674, 53.337936], [-6.49086, 53.333817], [-6.49498, 53.332443], [-6.495667, 53.330383], [-6.495667, 53.327637], [-6.496353, 53.325577], [-6.4991, 53.32283], [-6.50116, 53.322144], [-6.514893, 53.322144], [-6.516953, 53.321457], [-6.518326, 53.320084], [-6.520386, 53.319397], [-6.523132, 53.319397], [-6.525192, 53.320084], [-6.527939, 53.32283], [-6.528625, 53.32489], [-6.527939, 53.32695], [-6.523819, 53.33107], [-6.523132, 53.33313], [-6.523819, 53.33519], [-6.525879, 53.335876], [-6.527939, 53.33519], [-6.529312, 53.333817], [-6.531372, 53.33313], [-6.542358, 53.33313], [-6.544418, 53.333817], [-6.545105, 53.335876], [-6.545105, 53.338623], [-6.545792, 53.340683], [-6.548538, 53.34343], [-6.550598, 53.344116], [-6.553345, 53.344116], [-6.555405, 53.344803], [-6.556778, 53.348923], [-6.560898, 53.353043], [-6.562271, 53.357162], [-6.564331, 53.357849], [-6.569824, 53.357849], [-6.571884, 53.358536], [-6.573257, 53.359909], [-6.575317, 53.360596], [-6.583557, 53.360596], [-6.585617, 53.359909], [-6.58699, 53.355789], [-6.59111, 53.351669], [-6.592484, 53.347549], [-6.59523, 53.344803], [-6.59729, 53.344116], [-6.600037, 53.344116], [-6.602097, 53.344803], [-6.604843, 53.347549], [-6.60553, 53.349609], [-6.60553, 53.352356], [-6.604843, 53.354416], [-6.600723, 53.358536], [-6.600037, 53.360596], [-6.600723, 53.362656], [-6.60347, 53.365402], [-6.60553, 53.366089], [-6.61377, 53.366089], [-6.615829, 53.366776], [-6.617203, 53.368149], [-6.619263, 53.368835], [-6.624756, 53.368835], [-6.626816, 53.369522], [-6.628189, 53.370895], [-6.630249, 53.371582], [-6.635742, 53.371582], [-6.637802, 53.372269], [-6.639175, 53.373642], [-6.641235, 53.374329], [-6.643982, 53.374329], [-6.646042, 53.375015], [-6.646729, 53.377075], [-6.646729, 53.379822], [-6.646385, 53.381882], [-6.645355, 53.382568], [-6.643639, 53.382568]]], "type": "Polygon"}, "properties": {"range": {"type": "time", "value": 1500}}, "type": "Feature"}], "type": "FeatureCollection"}, "type": "GeoJSON"}

To specify polygons without changing the data in your question, you need to specify geometry values in dictionary form.
import folium
latitude = 53.372
longitude = -6.49
# Create the map
m = folium.Map(location=[latitude, longitude], zoom_start=10)
# Add a marker to the map
folium.Marker(
[latitude, longitude]
).add_to(m)
# Add the layer
folium.GeoJson(data=value['data']['features'][0]['geometry'], name="geojson").add_to(m)
folium.LayerControl().add_to(m)
m

There is a confusing issue in for loop on Python

This code:
user_data_list = [['Full Name', ' Email Address'],['Blossom Gill', ' blossom#abc.edu'],
['Hayes Delgado', ' nonummy#utnisia.com'], ['Petra Jones', ' ac#abc.edu'],
['Oleg Noel', ' noel#liberomauris.ca']]
old_domain_email_list = ['blossom#abc.edu','ac#abc.edu']
new_domain_email_list = ['blossom#xyz.edu','ac#xyz.edu']
for user in user_data_list[1:]:
for old_domain, new_domain in zip(old_domain_email_list, new_domain_email_list):
if user[1] == ' ' + old_domain:
user[1] = ' ' + new_domain
print(user_data_list)
The result:
[['Full Name', ' Email Address'], ['Blossom Gill', ' blossom#xyz.edu'], ['Hayes Delgado', ' nonummy#utnisia.com'], ['Petra Jones', ' ac#xyz.edu'], ['Oleg Noel', ' noel#liberomauris.ca']]
I really don't understand why the value of user_data_list list changed in this code.
As i can see, just the user variable that was unpacked in the for loop is changed when the if statement is true.
i have tried the same code and i adjust my_list list a bit differently. But the result is different than above code, my_list list did't changed
my_list = ['a','b','c','d']
old_my_list = ['b','d']
new_my_list = ['repalce_1','repalce_2']
for i in my_list:
for old_, new_ in zip(old_my_list,new_my_list):
if i == old_:
i= new_
print(my_list)
The result:
['a', 'b', 'c', 'd']

Though it unpacks, behind the scenes it is referring to the same element hence it is being effected. Look at the memory address it is poiting to the same in the below code.
user_data_list = [['Full Name', ' Email Address'],['Blossom Gill', ' blossom#abc.edu'],
['Hayes Delgado', ' nonummy#utnisia.com'], ['Petra Jones', ' ac#abc.edu'],
['Oleg Noel', ' noel#liberomauris.ca']]
print("External id -", id(user_data_list[0]))
for item in user_data_list:
print("internal for loop id -", id(item))
break
# Output
# External id - 2306933340288
# internal for loop id - 2306933340288

In addition to Abhi's answer, you can work around this behaviour by creating a deepcopy of the list. This will have a different memory address
from copy import deepcopy
user_data_list = [['Full Name', ' Email Address'],['Blossom Gill', ' blossom#abc.edu'],
['Hayes Delgado', ' nonummy#utnisia.com'], ['Petra Jones', ' ac#abc.edu'],
['Oleg Noel', ' noel#liberomauris.ca']]
original = deepcopy(user_data_list) # 140007211377088
# OR use the one below.
original = user_data_list[:] # 140007211479424
print(id(user_data_list))
print(id(original))
old_domain_email_list = ['blossom#abc.edu','ac#abc.edu']
new_domain_email_list = ['blossom#xyz.edu','ac#xyz.edu']
for user in user_data_list[1:]:
for old_domain, new_domain in zip(old_domain_email_list, new_domain_email_list):
if user[1] == ' ' + old_domain:
user[1] = ' ' + new_domain

how to separate characters only if they have spaces between them?

I'm making a morse code translator in python, and I successfully created a program that translates words into morse code, but now I want to make an option to translate morse code into words. while I was doing so, I realized that if I wanted to translate a letter that uses more than 2 characters, it printed out the letters e and t. I deducted that this was caused by adding every character into a list and translating those separately. Is there a way i can check if there is a space between characters and separating them only if there is?
Here is my code so far:
codes = { ' ':' ', 'A':'.-', 'B':'-...',
'C':'-.-.', 'D':'-..', 'E':'.',
'F':'..-.', 'G':'--.', 'H':'....',
'I':'..', 'J':'.---', 'K':'-.-',
'L':'.-..', 'M':'--', 'N':'-.',
'O':'---', 'P':'.--.', 'Q':'--.-',
'R':'.-.', 'S':'...', 'T':'-',
'U':'..-', 'V':'...-', 'W':'.--',
'X':'-..-', 'Y':'-.--', 'Z':'--..',
'1':'.----', '2':'..---', '3':'...--',
'4':'....-', '5':'.....', '6':'-....',
'7':'--...', '8':'---..', '9':'----.',
'0':'-----', ', ':'--..--', '.':'.-.-.-',
'?':'..--..', '/':'-..-.', '-':'-....-',
'(':'-.--.', ')':'-.--.-'}
ask = input("A: translate english to code \nB: translate code to english").upper()
if ask == "A":
i = input("")
mylist = list(i)
for i in mylist:
if i == " ":
print(codes[i], end="", flush=True)
else:
print(codes[i.upper()] + " ", end="", flush=True)
elif ask == "B":
print("Make sure to add 1 space between letters and 2 spaces between words!")
i = input("")
mylist = list(i)
key_list = list(codes.keys())
val_list = list(codes.values())
for i in mylist:
position = val_list.index(i)
print(key_list[position], end="", flush=True)

The str.split() method without an argument splits on whitespace

Here's a simplification of your code.
# Modified to make ' ' entry be just single space
# This allows us to add a space after every character rather than treating space as special when generating Morse code
codes = { ' ':' ', 'A':'.-', 'B':'-...',
'C':'-.-.', 'D':'-..', 'E':'.',
'F':'..-.', 'G':'--.', 'H':'....',
'I':'..', 'J':'.---', 'K':'-.-',
'L':'.-..', 'M':'--', 'N':'-.',
'O':'---', 'P':'.--.', 'Q':'--.-',
'R':'.-.', 'S':'...', 'T':'-',
'U':'..-', 'V':'...-', 'W':'.--',
'X':'-..-', 'Y':'-.--', 'Z':'--..',
'1':'.----', '2':'..---', '3':'...--',
'4':'....-', '5':'.....', '6':'-....',
'7':'--...', '8':'---..', '9':'----.',
'0':'-----', ', ':'--..--', '.':'.-.-.-',
'?':'..--..', '/':'-..-.', '-':'-....-',
'(':'-.--.', ')':'-.--.-'}
# Generate reverse code table (i.e. to go from Morse code to english)
codes_rev = {v:k for k, v in codes.items()}
ask = input("A: translate english to code \nB: translate code to english").upper()
if ask == "A":
for letter in input("enter text: ").upper(): # can apply upper to all letters (leaves space unchanged)
# We space a space against all letters
print(codes[letter] + ' ', end="") # all letters are followed by a space
# this cause a space to be two spaces
elif ask == "B":
print("Make sure to add 1 space between letters and 2 spaces between words!")
for word in input("enter morse code: ").split(' '): # Words are separated by double spaces
for letter in word.split(' '): # letters are separated by single spaces
if letter: # handles case of empty string on split at end of line
print(codes_rev[letter], end="")
print(' ', end = "") # space between words
else:
print('A or B should le entered')
Usage
Encoding
A: translate english to code
B: translate code to englisha
enter text: A journey of a thousand miles begins with a single step.
.- .--- --- ..- .-. -. . -.-- --- ..-. .- - .... --- ..- ... .- -. -.. -- .. .-.. . ... -... . --. .. -. ... .-- .. - .... .- ... .. -. --. .-.. . ... - . .--. .-.-.-
Decoding
A: translate english to code
B: translate code to englishb
Make sure to add 1 space between letters and 2 spaces between words!
enter morse code: .- .--- --- ..- .-. -. . -.-- --- ..-. .- - .... --- ..- ... .- -. -.. -- .. .-.. . ... -... . --. .. -. ... .-- .. - .... .- ... .. -. --. .-.. . ... - . .--.
A JOURNEY OF A THOUSAND MILES BEGINS WITH A SINGLE STEP

how to replace a special character

how can I replace the indication of page numbers in the citations: S. with a colon (:)
example:
x = 'Laut Durkheim ist ein "soziologischer Tatbestand [...] individuellen Äußerungen unabhängiges Eigenleben besitzt" (Durkheim 1984, S. 115).'
-> '[...] (Durkheim 1984: 115).'
x = x.replace('S', '')
print(x)
Laut Durkheim ist ein "soziologischer Tatbestand [...] individuellen Äußerungen unabhängiges Eigenleben besitzt" (Durkheim 1984, . 115).
x = x.replace('.', ':')
print(x)
Laut Durkheim ist ein "soziologischer Tatbestand [:::] individuellen Äußerungen unabhängiges Eigenleben besitzt" (Durkheim 1984, : 115):
The first part removes the 'S' from the citation.
The second part removes every dot in the citation. It should just remove the dot within the brace.

You can replace multiple characters at once.
>>> x = 'Laut Durkheim ist ein "soziologischer Tatbestand [...] individuellen Äußerungen unabhängiges Eigenleben besitzt" (Durkheim 1984, S. 115).'
>>> x.replace('S.', ':')
'Laut Durkheim ist ein "soziologischer Tatbestand [...] individuellen Äußerungen unabhängiges Eigenleben besitzt" (Durkheim 1984, : 115).'
As stated by mhawke 'S.' can exist somewhere else in the string and replace function will change all of them.
Assuming there are no other occurrences of 'S.' after the one we are going to replace, we can split string in reverse and join split parts with the character we want.
>>> x = 'S. Laut Durkheim ist ein "soziologischer Tatbestand [...] individuellen Äußerungen unabhängiges Eigenleben besitzt" (Durkheim 1984, S. 115).'
>>> ':'.join(x.rsplit('S.', 1))
'S. Laut Durkheim ist ein "soziologischer Tatbestand [...] individuellen Äußerungen unabhängiges Eigenleben besitzt" (Durkheim 1984, : 115).'
If not check jarvis' answer.

Solution with regex (will only replace the S. occurrences followed by a whitespace and digits) :
import re
>>> x = 'Laut Durkheim ist ein "soziologischer Tatbestand [...] individuellen Äußerungen unabhängiges Eigenleben besitzt" (Durkheim 1984, S. 115).'
>>> re.sub(r",\W*(S.)(\W*\d+)", ":\\2", x)
'Laut Durkheim ist ein "soziologischer Tatbestand [...] individuellen Äußerungen unabhängiges Eigenleben besitzt" (Durkheim 1984: 115).'

Matplotlib Auto Annotate max doesn't annotate and pushes chart off page

Hello I'm trying to auto annotate matplotlib chart.
I've manage to create it in a way that that doesn't give me any errors when I run it.
However, it doesn't plot the annotation and as I'm plotting in jupyter notebooks it pushes the plot right off the page.
The result I'm looking for is an automatically assigning annotation pointing to the max number in the series ppc_rolling_7d on the chart.
I'm kinda out of ideas as to what has happened here.
example data:
ppc_data = pd.DataFrame({
'Day':['2018-08-31', '2018-09-01', '2018-09-02', '2018-09-03',
'2018-09-04', '2018-09-05', '2018-09-06', '2018-09-07',
'2018-09-08', '2018-09-09', '2018-09-10', '2018-09-11',
'2018-09-12', '2018-09-13', '2018-09-14', '2018-09-15',
'2018-09-16', '2018-09-17', '2018-09-18', '2018-09-19',
'2018-09-20', '2018-09-21', '2018-09-22', '2018-09-23',
'2018-09-24', '2018-09-25', '2018-09-26', '2018-09-27',
'2018-09-28', '2018-09-29', '2018-09-30', '2018-10-01',
'2018-10-02', '2018-10-03', '2018-10-04', '2018-10-05',
'2018-10-06', '2018-10-07', '2018-10-08', '2018-10-09',
'2018-10-10', '2018-10-11', '2018-10-12', '2018-10-13',
'2018-10-14', '2018-10-15', '2018-10-16', '2018-10-17',
'2018-10-18', '2018-10-19', '2018-10-20', '2018-10-21',
'2018-10-22', '2018-10-23', '2018-10-24', '2018-10-25',
'2018-10-26', '2018-10-27', '2018-10-28', '2018-10-29',
'2018-10-30', '2018-10-31', '2018-11-01', '2018-11-02',
'2018-11-03', '2018-11-04', '2018-11-05', '2018-11-06',
'2018-11-07', '2018-11-08', '2018-11-09', '2018-11-10',
'2018-11-11', '2018-11-12', '2018-11-13', '2018-11-14',
'2018-11-15', '2018-11-16', '2018-11-17', '2018-11-18',
'2018-11-19', '2018-11-20', '2018-11-21', '2018-11-22',
'2018-11-23', '2018-11-24', '2018-11-25', '2018-11-26',
'2018-11-27', '2018-11-28', '2018-11-29', '2018-11-30',
'2018-12-01', '2018-12-02', '2018-12-03', '2018-12-04',
'2018-12-05', '2018-12-06', '2018-12-07', '2018-12-08'],
'Cost' : [1105.8097834013993, 1035.8355715930172, 2335.4700418958632,
655.0721024605979, 1154.3067936459986, 2275.8927050269917,
174.47816810392712,1606.0865381579742,973.1285739075876,
677.3734705782231,2381.149891233519, 1137.840620239881,
673.0575320194132, 1969.3783478235364, 1667.3405411738886,
1365.707089062391, 1686.492803446683, 1613.2530220414621,
2275.475164597224, 1593.9382082221036, 1278.8267306408893,
1342.2964464944962, 863.9840442789089, 289.34425736432837,
15.219941807702485, 1595.2327617943374, 1592.8333476628231,
961.5931139385652, 703.2690737772505, 312.9730830647801,
2105.920303495205, 707.710807657391, 873.7377744639931,
152.51387772605813, 1292.4027169055073, 1142.7323830723421,
2400.462099397225, 2027.5730000421765, 2380.127923249452,
370.97680360266463, 978.7472607817784, 144.50724935561453,
1257.3962926696906, 339.44922335906256, 989.3364341529344,
1274.7020560588671, 1697.9640365081489, 81.00819304765376,
528.9126509191693, 893.839100786781, 1778.7263797734338,
1388.1976452584615, 533.7823940180391, 1390.507110740847,
1582.8069647428326, 2058.124928605663, 1456.0037174730746,
315.93672830017414,488.9620970966599, 2020.6125475658266,
1358.8988386729175,1967.1442608919235,436.40540549351783,
2090.41730824453,2114.3435803364277,2235.719648814769,
1773.3190866160382,2372.165649889117, 1186.850504563462,
864.4092140750176, 772.6148714908818,1749.9856862684244,
802.1475898419487, 1013.3410373277948, 1604.4137362997474,
1880.084707526689, 1823.9691856540412,550.6041906641643,
75.26104973616485, 819.9409527114842, 2272.8529542934198,
1836.7071931445969,1491.3728333359875, 1807.2130424285615,
2378.1185581431337,1434.1809462567153,296.49945129452675,
2025.2054514729998,2346.234514785023, 2438.058561262957,
277.36529451533386, 1212.541281523483,2005.258496330315,
2053.7325650486177,2076.001012737591, 2245.606468047353,
2493.336539619115,1116.075112703116,319.54750552662733,
648.633853658328]}
).set_index('Day')
ppc_data.index = pd.to_datetime(ppc_data.index)
ppc_weekly = ppc_data['Cost'].resample('W').mean()
ppc_rolling_7d = ppc_data['Cost'].rolling(window=7, center=True).mean()
ax = fig.add_subplot(111)
figsize = (15,8)
ppc_data['Cost'].plot(figsize=figsize,
alpha=.5,
marker='.',
linestyle='-',
linewidth=0.5,
label='Daily'
)
ppc_weekly.plot(figsize=figsize,
marker='x',
markersize=8,
linestyle='-',
label='Weekly Mean Resample'
)
ppc_rolling_7d.plot(figsize=figsize,
marker='o',
linestyle='-',
label='7-d Rolling Mean'
)
max_value = ppc_rolling_7d.max()
max_value_index = [i for i, j in enumerate(ppc_rolling_7) if j == max_value]
#Create ax customatisations
ax.annotate('Lots of Pageviews but few clicks',
xy=(max_value_index[0],max_value),
xytext=(max_value_index[0],max_value),
arrowprops=dict(facecolor='cyan', #colour
shrink=0.05, #length of arrow
lw=1, #line width
ec='magenta', #boarder colour
zorder=1)) #layering order of annotation
#Global Plot settings
plt.title('COMPARE: Daily, Weekly Mean, 7-d Rolling Mean ') # set chart name
fig.legend() # set the legend
#display the charts
plt.show()
Any suggestions to what could be the problem are welcome.

Thanks to ImportanceOfBeingErnest who commented with the answer.
Using idxmax() will quickly find the index of the max value.
x = ppc_rolling_7d.idxmax(); y = ppc_rolling_7d.max()