cpanlp 1.2.53

Communicate in Business with python

Communicate in Business with python

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}")

Install & Import

Dependencies

• scipy
• numpy
• pandas

For detailed installation instructions, see the documentation.

pip install cpanlp
import cpanlp as p

Features

Accounting Item

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

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()

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
Accounting Account	Asset，Liability，Equity，Income，Cashflow
Business	Main Business，Capacity，Business Model，Value Chain，Operation
${\color{blue}Contract}$	Agreement，Arrangement，MOU，Commitment Letter，Lease，Loan Contract，Labor Contract，Financial Instrument
Control	Voting Power，Commodity Control，Significant Influence ，Beneficial Owner，Interest
${\color{purple}Decorator}$	Estimate ，Tense，Importance，With Effects，Validator
Department	Board Of Directors ，Supervisory Board
Entity	LLC(Limited Liability Company)，Partnership，Public Company，SME(Small and medium-sized enterprises)，Conglomerate
Event	Acquisition，Certification，Grants，Meeting，Resignation，Repurchase，Personnel，Registration，Shares，Lawsuit，StockHoldingIncrease
${\color{purple}Exception}$	Abnormal Fluctuation，Bubble，Winner Curse
Institution
Market	Commodity，Goods
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，Debt Restructuring Plan， Executive Severance And Retention Incentive Plan
Strategy	Layout，Long Term Strategy，Financial Strategy
Tax	VAT(Value-Added Tax)，Consumption Tax，Personal Income Tax，Corporate Income Tax，RealEstate Tax，TransactionTax
Team	ResearchTeam
Utility

Accounting Gym-Env

Check out: https://cpanlp.com

Python Narrative packages

• politicsnlp for Politics
• religionnlp for Religion
• lawnlp for Law
• economynlp for Economy
• cpanlp for Business
• militarynlp for Military