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Merge pull request #1772 from anmolchhabra21/fixes1751refactorAnalysi…
…s.jsx refactor Analysis.jsx component
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,102 @@ | ||
| export const promptContent = ( | ||
| metadata, | ||
| selectedVersion, | ||
| timePeriod, | ||
| regionKeyToLabel, | ||
| impact, | ||
| policyLabel, | ||
| policy, | ||
| region, | ||
| relevantParameterBaselineValues, | ||
| relevantParameters, | ||
| ) => { | ||
| const policyDetails = `I'm using PolicyEngine, a free, open source tool to compute the impact of public policy. I'm writing up an economic analysis of a hypothetical tax-benefit policy reform. Please write the analysis for me using the details below, in their order. You should: | ||
| * First explain each provision of the reform, noting that it's hypothetical and won't represents policy reforms for ${timePeriod} and ${ | ||
| regionKeyToLabel[region] | ||
| }. Explain how the parameters are changing from the baseline to the reform values using the given data. | ||
| * Round large numbers like: ${metadata.currency}3.1 billion, ${ | ||
| metadata.currency | ||
| }300 million, ${metadata.currency}106,000, ${metadata.currency}1.50 (never ${ | ||
| metadata.currency | ||
| }1.5). | ||
| * Round percentages to one decimal place. | ||
| * Avoid normative language like 'requires', 'should', 'must', and use quantitative statements over general adjectives and adverbs. If you don't know what something is, don't make it up. | ||
| * Avoid speculating about the intent of the policy or inferring any motives; only describe the observable effects and impacts of the policy. Refrain from using subjective language or making assumptions about the recipients and their needs. | ||
| * Use the active voice where possible; for example, write phrases where the reform is the subject, such as "the reform [or a description of the reform] reduces poverty by x%". | ||
| * Use ${ | ||
| metadata.countryId === "uk" ? "British" : "American" | ||
| } English spelling and grammar. | ||
| * Cite PolicyEngine ${metadata.countryId.toUpperCase()} v${selectedVersion} and the ${ | ||
| metadata.countryId === "uk" | ||
| ? "PolicyEngine-enhanced 2019 Family Resources Survey" | ||
| : "2021 Current Population Survey March Supplement" | ||
| } microdata when describing policy impacts. | ||
| * When describing poverty impacts, note that the poverty measure reported is ${ | ||
| metadata.countryId === "uk" | ||
| ? "absolute poverty before housing costs" | ||
| : "the Supplemental Poverty Measure" | ||
| }. | ||
| * Don't use headers, but do use Markdown formatting. Use - for bullets, and include a newline after each bullet. | ||
| * Include the following embeds inline, without a header so it flows. | ||
| * Immediately after you describe the changes by decile, include the text: {{decileRelativeImpact}} | ||
| * And after the poverty rate changes, include the text: {{povertyImpact}} | ||
| ${ | ||
| metadata.countryId === "us" | ||
| ? "* After the racial breakdown of poverty rate changes, include the text: {{racialPovertyImpact}}" | ||
| : "" | ||
| } | ||
| * And after the inequality changes, include the text: {{inequalityImpact}} | ||
| * Make sure to accurately represent the changes observed in the data. | ||
| This JSON snippet describes the default parameter values: ${JSON.stringify( | ||
| relevantParameterBaselineValues, | ||
| )}\n | ||
| This JSON snippet describes the baseline and reform policies being compared: ${JSON.stringify( | ||
| policy, | ||
| )}\n`; | ||
|
|
||
| const description = `${policyLabel} has the following impacts from the PolicyEngine microsimulation model: | ||
| This JSON snippet describes the relevant parameters with more details: ${JSON.stringify( | ||
| relevantParameters, | ||
| )} | ||
| This JSON describes the total budgetary impact, the change to tax revenues and benefit spending (ignore 'households' and 'baseline_net_income': ${JSON.stringify( | ||
| impact.budget, | ||
| )} | ||
| This JSON describes how common different outcomes were at each income decile: ${JSON.stringify( | ||
| impact.intra_decile, | ||
| )} | ||
| This JSON describes the average and relative changes to income by each income decile: ${JSON.stringify( | ||
| impact.decile, | ||
| )} | ||
| This JSON describes the baseline and reform poverty rates by age group (describe the relative changes): ${JSON.stringify( | ||
| impact.poverty.poverty, | ||
| )} | ||
| This JSON describes the baseline and reform deep poverty rates by age group (describe the relative changes): ${JSON.stringify( | ||
| impact.poverty.deep_poverty, | ||
| )} | ||
| This JSON describes the baseline and reform poverty and deep poverty rates by gender (briefly describe the relative changes): ${JSON.stringify( | ||
| impact.poverty_by_gender, | ||
| )} | ||
| ${ | ||
| metadata.countryId === "us" && | ||
| "This JSON describes the baseline and reform poverty impacts by racial group (briefly describe the relative changes): " + | ||
| JSON.stringify(impact.poverty_by_race.poverty) | ||
| } | ||
| This JSON describes three inequality metrics in the baseline and reform, the Gini coefficient of income inequality, the share of income held by the top 10% of households and the share held by the top 1% (describe the relative changes): ${JSON.stringify( | ||
| impact.inequality, | ||
| )} | ||
| `; | ||
|
|
||
| return policyDetails + description; | ||
| }; |