cpanlp 1.2.40

An open-source accounting package,aiming at Narrating Accounting just using Python.

Due to the existence of framing bias in natural language, we have developed Python narrative packages that includes politicsnlp, economynlp, religionnlp, lawnlp, and cpanlp, enabling us to communicate within a common framework and avoid misunderstandings caused by different frames of reference.

Example

sales increased 12% compared with fourth quarter 2021:

• North America segment sales increased 13% year-over-year to $93.4 billion, or increased 14% excluding changes in foreign exchange rates.
• International segment sales decreased 8% year-over-year to $34.5 billion, or increased 5% excluding changes in foreign exchange rates.
• AWS segment sales increased 20% year-over-year to $21.4 billion.

sale1 = p.Sale(quarter="Q4",amount=93.4,unit="billion dollars",growth_rate=13%,year=2022,segment="North America")
sale2 = p.Sale(quarter="Q4",amount=34.5,unit="billion dollars",growth_rate=-8%,year=2022,segment="International")
sale3 = p.Sale(quarter="Q4",amount=21.4,unit="billion dollars",growth_rate=20%,year=2022,segment="AWS")
sales = [sale1, sale2, sale3]
total_sales = 0
for s in sales:
    total_sales += s.amount
    print(f"Segment: {s.segment}, Sale: {s.amount}")

print(f"Total Sales: {total_sales}")

Narrating Accounting! using Python Developed by Cpanlp Intelligent Accounting Team (c) 2023 Github

Install & Import

Dependencies

• scipy
• numpy
• pandas

For detailed installation instructions, see the documentation.

pip install cpanlp
import cpanlp as p

Features

1. Accounting Item

gold_asset = p.Asset(account="gold", debit=1000,date="2023-01-01")
print(gold_asset.bubble)

2. Information Asymmetry

info = p.AsymmetricInformation(sender="investor", receiver="company_A", message="I am very interested in investing in your business", hidden_information="I have a limited budget")
info.get_advantage()

3. Entrepreneur

john = p.Entrepreneur(name="John Smith",age=30,wealth=100000,utility_function=0, experience=5,company=LLC("Apple","Electronics",1000000),entrepreneurship=Entrepreneurship(leadership=9.0))
john.strive_for_excellence()

4. Strategy

huawei = p.FinancialStrategy("huawei","defense",poison_pill(1000,0.1))

Accounting Language Decorator :

@prob(probability=0.7) #Estimate

@future_tense #Future Tense

side_effects=["financial instability","loss of reputation","decreased employee morale"]
@with_side_effects(side_effects=side_effects)#Side Effects 

Accounting Exception :

if abs(percent_change) > 10:
  raise AbnormalFluctuation(stock_name, percent_change)

Module:

Module	Content
Abnormal	Winner Curse，Bubble
Accounting Account	Asset，Liability，Equity，Income，Cashflow
Business	Main Business，Capacity
${\color{blue}Contract}$	Agreement，Arrangement，MOU，Commitment Letter，Lease，Loan Contract，Labor Contract，Financial Instrument
Cognitive	BlackSwan，Grey Rhino，Herd Behavior ，Invisible Hand，Revolving Door
Control	Voting Power，Commodity Control，Significant Influence
Culture	Entrepreneurship，Craftsmanship，Business Philosophy
${\color{purple}Decorator}$	Estimate ，Tense，Importance，With Effects，Validator
Department	Board Of Directors ，Supervisory Board
Economic System	Digital Economy ，Physical Economy ，Market Economy，Planned Economy
Entity	LLC(Limited Liability Company)，Partnership，Public Company，SME(Small and medium-sized enterprises)，Conglomerate
Environment	Economic Environment，Industry Environment，Credit Environment，Market Environment
Event	Acquisition，Certification，Grants，Meeting，Resignation，Repurchase，Personnel，Registration，Shares，Lawsuit，StockHoldingIncrease
${\color{purple}Exception}$	Abnormal Fluctuation，Bubble，Winner Curse
Information	Signal，Speculative Information，Asymmetric Information
Incentive
Institution
Market	Commodity，Goods，Market Structure
Person	${\color{red}Consumer}$，Employee，Entrepreneur，Manager，Investor，Partner，Shareholder，Supervisor，Creditor，Auditor，Beneficiary，Fiduciary，Craftsman
Policy	AccountingPolicy，DividendPolicy
Project
Pragmatics	Promise
Risk
StakerHolder	Bank，Government，Media，Public，Rating Agency
Scheme	Ponzi Scheme，ESOP，DebtRestructuringPlan
Strategy	Long Term Strategy，Financial Strategy
Tax	VAT(Value-Added Tax)，Consumption Tax，Personal Income Tax，Corporate Income Tax，RealEstate Tax，TransactionTax
Team
Utility

Accounting Gym-Env

Check out: https://cpanlp.com