cpanlp

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

import cpanlp as p

# Keyword Analysis 

keywordanalysis = Keyword()
instances = keywordanalysis.analyze(text="Our concentrate operations typically generate net operating revenues by selling concentrates, syrups and certain finished beverages to authorized bottling operations")
# Accounting Item

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

# Strategy

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

# Language Decorator 

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

# 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
	Policy	DividendPolicy
	Report	IncomeSmoothing
Audit	Audit	Audit Opinion
Business	Main Business，Capacity，Business Model，Value Chain，Operation
${\color{purple}Decorator}$	Estimate ，Tense，Importance，With Effects，Validator
Corporate Law	Contract	Lease
	Control	Voting Power
	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
Project
Pragmatics	Promise
Risk
StakerHolder	Bank，Government，Media，Public，Rating Agency
Strategy	Layout，Long Term Strategy，Financial Strategy
Tax	Tax on Behavior	TransactionTax
	Tax on Income	PersonalIncomeTax
	Tax on Property	RealEstateTax
	Tax on Turnover	VAT
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