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Reminder to self: "fast & simple" is often better.

Rodrigo H. Mota RHDZMOTA

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Reminder to self: "fast & simple" is often better.
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RHDZMOTA / company-bankruptcy-records.json
Created December 23, 2022 13:12
This file has been truncated, but you can view the full file.
{"bankrupt": 0.0, " ROA(C) before interest and depreciation before interest": 0.483937015551114, " ROA(A) before interest and % after tax": 0.57937200174444, " ROA(B) before interest and depreciation after tax": 0.53632421435837, " Operating Gross Margin": 0.594632381556379, " Realized Sales Gross Margin": 0.594632381556379, " Operating Profit Rate": 0.998968625461755, " Pre-tax net Interest Rate": 0.797457800278701, " After-tax net Interest Rate": 0.809380406444873, " Non-industry income and expenditure/revenue": 0.303644650393401, " Continuous interest rate (after tax)": 0.781592290338418, " Operating Expense Rate": 1680000000.0, " Research and development expense rate": 594000000.0, " Cash flow rate": 0.471145668201605, " Interest-bearing debt interest rate": 0.0004250425042504, " Tax rate (A)": 0.0, " Net Value Per Share (B)": 0.187054907083562, " Net Value Per Share (A)": 0.187054907083562, " Net Value Per Share (C)": 0.187054907083562, " Persistent EPS in the Last Four Seasons": 0.219532948851281, " Cas
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RHDZMOTA / annual-income-category-high.json
Last active December 23, 2022 01:21
Annual Income Dataset (adaptation from lending club data)
This file has been truncated, but you can view the full file.
{"0":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1993,"annual_income":110000.0},"1":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"326xx","address_state":"FL","earliest_credit_line":1984,"annual_income":106000.0},"2":{"employment_length":6,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":135000.0},"3":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1994,"annual_income":110000.0},"4":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1986,"annual_income":94800.0},"5":{"employment_length":5,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":2004,"annual_income":135000.0},"6":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_inc
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RHDZMOTA / telco-customer-churn-part-female.json
Created December 20, 2022 13:31
Telco Customer Churn: https://www.kaggle.com/datasets/blastchar/telco-customer-churn/
This file has been truncated, but you can view the full file.
{"7590-VHVEG":{"gender":"Female","SeniorCitizen":0,"Partner":"Yes","Dependents":"No","tenure":1,"PhoneService":"No","MultipleLines":"No phone service","InternetService":"DSL","OnlineSecurity":"No","OnlineBackup":"Yes","DeviceProtection":"No","TechSupport":"No","StreamingTV":"No","StreamingMovies":"No","Contract":"Month-to-month","PaperlessBilling":"Yes","PaymentMethod":"Electronic check","MonthlyCharges":29.85,"TotalCharges":"29.85","Churn":"No"},"9237-HQITU":{"gender":"Female","SeniorCitizen":0,"Partner":"No","Dependents":"No","tenure":2,"PhoneService":"Yes","MultipleLines":"No","InternetService":"Fiber optic","OnlineSecurity":"No","OnlineBackup":"No","DeviceProtection":"No","TechSupport":"No","StreamingTV":"No","StreamingMovies":"No","Contract":"Month-to-month","PaperlessBilling":"Yes","PaymentMethod":"Electronic check","MonthlyCharges":70.7,"TotalCharges":"151.65","Churn":"Yes"},"9305-CDSKC":{"gender":"Female","SeniorCitizen":0,"Partner":"No","Dependents":"No","tenure":8,"PhoneService":"Yes","MultipleLines
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RHDZMOTA / dataset-lendingclub-custom-large-funding.csv
Last active December 4, 2022 22:44
We can't make this file beautiful and searchable because it's too large.
funded_amount,term,interest_rate,installment,grade,sub_grade,employment_length,home_ownership,annual_income,verification_status,loan_status,payment_plan,purpose,zip_code,address_state,earliest_credit_line,issue_date
20250, 60 months,15.27,484.63,C,C4,3 years,RENT,43370.0,Verified,Fully Paid,n,debt_consolidation,770xx,TX,Nov-97,Dec-11
21000, 36 months,12.42,701.73,B,B4,10+ years,RENT,105000.0,Verified,Charged Off,n,debt_consolidation,335xx,FL,Feb-83,Dec-11
31825, 36 months,7.9,995.82,A,A4,5 years,MORTGAGE,75000.0,Verified,Fully Paid,n,debt_consolidation,080xx,NJ,Nov-81,Dec-11
25600, 36 months,9.91,824.96,B,B1,9 years,RENT,110000.0,Verified,Fully Paid,n,credit_card,913xx,CA,Jul-99,Dec-11
21000, 60 months,19.91,555.33,E,E4,7 years,RENT,50000.0,Verified,Charged Off,n,debt_consolidation,980xx,WA,Sep-98,Dec-11
16000, 60 months,19.91,423.11,E,E4,7 years,RENT,81000.0,Verified,Fully Paid,n,credit_card,017xx,MA,Dec-98,Dec-11
17675, 60 months,14.65,417.25,C,C3,< 1 year,RENT,50000.0,Source Verified,Fully Paid,n,debt_cons
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RHDZMOTA / dataset-credit-risk-sample.csv
Last active December 1, 2022 04:33
customer_id customer_age months_at_address residence_status employment income months_with_bank other_credits balance status
1 53 62 Tenant Unknown 50000 55 Yes 1055.9 0
2 61 22 HomeOwner Employed 52000 25 Yes 1161.6 0
3 47 30 Tenant Employed 37000 61 No 877.23 0
4 50 75 HomeOwner Employed 53000 20 Yes 157.37 0
5 68 56 HomeOwner Employed 53000 14 Yes 561.84 0
6 65 13 HomeOwner Employed 48000 59 Yes 968.18 0
7 34 32 HomeOwner Unknown 32000 26 Yes 717.82 1
8 50 57 Other Employed 51000 33 No 3041.2 0
9 50 10 Tenant Unknown 52000 25 Yes 115.56 1
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RHDZMOTA / dataset-student-info.csv
Created October 3, 2022 11:22
student_id first_name last_name gender gpa age
1 Amelia O'Sullivan female 3.7 20
2 Rachel Stevens female 3.5 25
3 Sarah Dunn female 3.2 23
4 Liam Baker male 3.3 24
5 Andrew Owens male 3.0 24
@RHDZMOTA
RHDZMOTA / brave-search-shortcuts.txt
Last active October 2, 2022 21:27
Brave Search Shortcuts
# Coding
:gh https://github.com/search?q=%s
:myrepo https://github.com/RHDZMOTA?tab=repositories&q=%s
:stackoverflow https://stackoverflow.com/search?q=%s
# Google Services
:mail https://mail.google.com/mail/u/0/#search/%s
:drive https://drive.google.com/drive/u/0/search?q=%s
# RHDZMOTA
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RHDZMOTA / simple-snowflake-connector.py
Created September 21, 2022 22:36
import snowflake.connector
# Create the snowflake connector instance
connector_instance = snowflake.connector.connect(
user=<your-user>,
password=<your-password>,
account=<your-snowflake-account>,
)
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RHDZMOTA / daily-standup.txt
Last active April 18, 2022 19:57
*[2022-MM-YY Daily Standup (@Rodrigo H. Mota)]*
:male-technologist::skin-tone-2: *What was done today?*
- item
- :calendar: Other meetings:
- DE Daily
:city_sunset: *Next working session*:
- item
@RHDZMOTA
RHDZMOTA / students.csv
Last active February 17, 2022 02:30
We can make this file beautiful and searchable if this error is corrected: No commas found in this CSV file in line 0.
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