cpanlp 1.2.59

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:

Category	Module	Example
Accounting	Asset	Intangible Asset
	Liability	Financial Liability
	Equity	Share
	Income	Revenue
	Cashflow	Cashflow
Audit	Audit	Audit Opinion
Business	Main Business，Capacity，Business Model，Value Chain，Operation
Control	Voting Power，Commodity Control，Significant Influence ，Beneficial Owner，Interest
${\color{purple}Decorator}$	Estimate ，Tense，Importance，With Effects，Validator
Corporate Law	Contract	Lease
	Entity	LLC
	Provision	SayOnPay
Department	Board Of Directors ，Supervisory Board
Event	Acquisition，Certification，Grants，Meeting，Resignation，Repurchase，Personnel，Registration，Shares，Lawsuit，StockHoldingIncrease
${\color{purple}Exception}$	Abnormal Fluctuation，Bubble，Winner Curse
Financial Management	Incentive	Promotion Incentive
	Scheme	Ponzi
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
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