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andy-clarke-uofg / graphext-vaccines-nlp-steps.txt
Created June 8, 2021 17:58
NLP Steps Added to VAERS Study Project
# Configure English as language of text
make_constant(ds["Symptom Description"], {
"value": "en",
"out_type": "category"
}) -> (ds.lang)
# Parse and extract ADJECTIVES from SYMPTOM DESCRIPTION column.
extract_keywords(ds["Symptom Description"], ds.lang, {
"keywords": {
"pos_tags": [
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andy-clarke-uofg / customer-segmentation.csv
Created October 27, 2021 08:11
Customer Segmentation Example Dataset
We can make this file beautiful and searchable if this error is corrected: It looks like row 5 should actually have 29 columns, instead of 27 in line 4.
Recency,MntWines,MntFruits,MntMeatProducts,MntFishProducts,MntSweetProducts,MntGoldProds,NumDealsPurchases,NumWebPurchases,NumCatalogPurchases,NumStorePurchases,NumWebVisitsMonth,Year_Birth,Education,Marital_Status,Income,Kidhome,Teenhome,Dt_Customer,AcceptedCmp3,AcceptedCmp4,AcceptedCmp5,AcceptedCmp1,AcceptedCmp2,Complain,Response,umap_cluster,month_name,weekday_name
58,635,88,546,172,88,88,3,8,10,4,7,1957-01-01T00:00:00Z,Graduation,Single,58138,0,0,2012-09-04T00:00:00Z,false,false,false,false,false,false,true,Cluster 1,January,Tuesday
38,11,1,6,2,1,6,2,1,1,2,5,1954-01-01T00:00:00Z,Graduation,Single,46344,1,1,2014-03-08T00:00:00Z,false,false,false,false,false,false,false,Cluster 12,January,Friday
26,426,49,127,111,21,42,1,8,2,10,4,1965-01-01T00:00:00Z,Graduation,Together,71613,0,0,2013-08-21T00:00:00Z,false,false,false,false,false,false,false,Cluster 2,January,Friday
26,11,4,20,10,3,5,2,2,0,4,6,1984-01-01T00:00:00Z,Graduation,Together,26646,1,0,2014-02-10T00:00:00Z,false,false,false,false,false,false,false,C
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andy-clarke-uofg / trustpilot-scraping.ipynb
Last active January 11, 2022 10:20
Notebook for scraping reviews from Trustpilot
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@andy-clarke-uofg
andy-clarke-uofg / notebook.ipynb
Last active February 2, 2022 15:05
Reads a list of search queries as generated by Google Adwords Keyword Planner and performs a search for each query, returning the top 10 URLs for each query.
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@andy-clarke-uofg
andy-clarke-uofg / random-brazil-coordinates.csv
Created April 14, 2022 12:50
Randomly Generated Coordinates in Brazil
We can't make this file beautiful and searchable because it's too large.
lng,lat
-53.64057227283197,-15.150617321621077
-42.99421760836617,-11.145332942844876
-44.41791507114796,-8.157790364362803
-43.66038973901276,-21.148947704964765
-50.294873612911196,-7.517881971758156
-39.23700952309843,-9.933767804515153
-56.39064428015981,-4.383264074730363
-45.240887220743545,-13.103282452658972
-42.645435327462764,-21.757497469260148
@andy-clarke-uofg
andy-clarke-uofg / wpd-overview-dummy-data.csv
Created May 12, 2022 16:01
lng lat
-74.1179903701844 4.75055095371542
-74.1179903701844 4.75055095371542
-74.1179903701844 4.75055095371542
-74.1179903701844 4.75055095371542
-74.1179903701844 4.75055095371542
-46.632005 -23.519901
-46.725853 -23.548752
-46.615347 -23.650206
-46.508786 -23.482543