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subwaymatch / df_interesting_token_sentiment_counts.py
Created April 30, 2024 17:33
df_interesting_token_sentiment_counts = pd.DataFrame(
{ "token": [ "bug", "bug", "construction", "construction", "deposit", "deposit",
"elevator", "elevator", "expensive", "expensive", "gym", "gym", "internet",
"internet", "laundry", "laundry", "leak", "leak", "maintenance", "maintenance",
"noise", "noise", "package", "package", "parking", "parking", "pet", "pet",
"pool", "pool", "washer", "washer", ],
"sentiment": [ "Negative", "Positive", "Negative", "Positive", "Negative",
"Positive", "Negative", "Positive", "Negative", "Positive", "Negative",
"Positive", "Negative", "Positive", "Negative", "Positive", "Negative",
"Positive", "Negative", "Positive", "Negative", "Positive", "Negative",
@subwaymatch
subwaymatch / df_campus_positive_tokens.py
Created April 25, 2024 17:47
DataFrame Sample
df_campus_positive_keywords = pd.DataFrame({'campus': ['BYU', 'BYU', 'BYU', 'PSU', 'PSU', 'PSU', 'UIUC', 'UIUC', 'UIUC'],
'token': ['gym', 'pet', 'pool', 'gym', 'pet', 'pool', 'gym', 'pet', 'pool'],
'unique_frequency': [191, 35, 526, 259, 83, 263, 251, 57, 191],
'num_reviews': [5085, 5085, 5085, 4481, 4481, 4481, 5315, 5315, 5315],
'percentage': [0.0375614552605703,
0.00688298918387414,
0.10344149459193706,
0.05779959830395001,
0.018522651193929925,
0.0586922561928141,
@subwaymatch
subwaymatch / topicmodels-ldavis.R
Created February 2, 2023 02:40
LDAvis with topicmodels package in R
# install.packages("topicmodels")
# install.packages("reshape2")
# install.packages("LDAvis")
# install.packages("servr")
library(topicmodels)
library(reshape2)
library(LDAvis)
library(servr)
@subwaymatch
subwaymatch / mcc-list.R
Created December 2, 2021 17:39
mcc_list = c('STEAMSHIP LINES/CRUISE LINES',
'TELEGRAPH SERVICES',
'WIRE TRANSFER - MONEY ORDERS',
'DUTY FREE STORES',
'COCKTAIL LOUNGES, BARS - ALCOHOLIC BEVERAGES',
'DIGITAL GOODS MEDIA: BOOKS, MOVIES, MUSIC',
'DIGITAL GOODS: GAMES',
'PACKAGE STORES - BEER, WINE, AND LIQUOR',
'PAWN SHOPS',
'DIRECT MARKETING INSURANCE SERVICES',
@subwaymatch
subwaymatch / run-batch-notebooks.py
Created September 21, 2021 20:09
Run Jupyter notebooks as a batch
import glob
import nbformat
from nbconvert.preprocessors import ExecutePreprocessor, CellExecutionError
fpaths = glob.glob('pcard-submissions/*.ipynb')
for fpath in fpaths:
print(f'Running {fpath}')
nb = nbformat.read(fpath, as_version=4)
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subwaymatch / typestock-colors.json
Created July 18, 2020 12:03
JSON backup of Typestock colors
"[{"id":"17","fontColor":"#f9ffad","bgColor":"#c45c3c"},{"id":"56","fontColor":"#0b93bc","bgColor":"#99cce5"},{"id":"57","fontColor":"#733ea8","bgColor":"#8250c9"},{"id":"61","fontColor":"#600f96","bgColor":"#e4a3ff"},{"id":"63","fontColor":"#037772","bgColor":"#c9fdff"},{"id":"64","fontColor":"#fc85c7","bgColor":"#400875"},{"id":"67","fontColor":"#f9f4a9","bgColor":"#16c4f4"},{"id":"69","fontColor":"#fff5ba","bgColor":"#db6e34"},{"id":"70","fontColor":"#da9bff","bgColor":"#71299e"},{"id":"71","fontColor":"#63b512","bgColor":"#bbfc85"},{"id":"73","fontColor":"#fc5fdd","bgColor":"#42097a"},{"id":"75","fontColor":"#1abc6b","bgColor":"#d5f943"},{"id":"78","fontColor":"#fff5af","bgColor":"#00cc44"},{"id":"79","fontColor":"#b6e866","bgColor":"#8dad24"},{"id":"81","fontColor":"#081063","bgColor":"#40e8e2"},{"id":"84","fontColor":"#ce5c46","bgColor":"#f7ce9b"},{"id":"85","fontColor":"#ffffbc","bgColor":"#d6753e"},{"id":"86","fontColor":"#ceef5f","bgColor":"#87b509"},{"id":"87","fontColor":"#03a853","bgColor":"#adf7a
@subwaymatch
subwaymatch / add-two-numbers-compiled-from-ts.js
Last active July 14, 2020 18:59
function addTwoNumbers(num1, num2) {
return num1 + num2;
}
var result = addTwoNumbers('10', 20);
console.log("Result: " + result);
console.log("Return Type: " + typeof result);
// Outputs an error message during compilation
// demo.ts(5,28): error TS2345: Argument of type '"10"' is not assignable to parameter of type 'number'.
@subwaymatch
subwaymatch / add-two-numbers.js
Last active July 14, 2020 14:43
Without a type check, you may mistakenly think that this code would print out 30.
function addTwoNumbers(num1, num2) {
return num1 + num2;
}
let result = addTwoNumbers('10', 20);
console.log(`Result: ${result}`);
console.log(`Return Type: ${typeof result}`);
@subwaymatch
subwaymatch / payment.js
Created October 21, 2019 18:50
payment.js to pre-process doodle data
function getScreenshot() {
// Get html for doodle
var shadowDoodle = document.querySelector('css-doodle').shadowRoot,
mainDoodle = shadowDoodle.innerHTML,
introDoodle = $('css-doodle').prop('outerHTML').replace(/\s\s+/g, ' '),
dataDoodle = introDoodle + mainDoodle;
// Create a form on the fly and submit it to screenshot generator server
var doodleForm = document.createElement('form');
var doodleTitleInput = document.createElement('input');
@subwaymatch
subwaymatch / rgb_hsl_conversion.py
Created October 5, 2019 18:21
Functions to convert a NumPy array from RGB to HSL or vice versa
def rgb_to_hsl_arr(image_data):
return np.apply_along_axis(rgb_to_hsl, -1, image_data)
def hsl_to_rgb_arr(image_data):
return np.apply_along_axis(hsl_to_rgb, -1, image_data)
def rgb_to_hsl(rgb_as_float):
r, g, b = rgb_as_float
high = max(r, g, b)
low = min(r, g, b)