Ingestion lives in Windfall (channels bring content in); scoring lives in Radiance. This guide pulls a Reddit post and its full comment tree into Pulp, then scores the whole exchange node by node.

1. Ingest the thread

Pull the post and its comment tree in through windfall.channels. You get back a thread whose id the scorer can use.

Python

# Ingest a post and its comment tree
thread = client.windfall.channels.create_reddit_post(
    url="https://www.reddit.com/r/urbanplanning/comments/..."
)

2. Score the exchange

Hand the thread id to create_reddit_score. It walks every node (the post and each comment) and returns a persuasion measurement for each one.

Python

# Score the whole exchange, node by node
result = client.radiance.scoring.create_reddit_score(post_id=thread.id)

for node in result.nodes:
    print(node.author, node.persuasive_velocity.logos, node.moves[:3])

Each node carries its author, its eight dimension persuasive_velocity, and the rhetorical moves detected in it, so you can watch an argument’s force rise and collapse across the conversation.

Next: Ground a claim in evidence. Or head back to Getting started.

Introduction

Getting started

$pip install pulp-sdk

From draft to decision

Score a Reddit thread

Ground a claim in evidence

sample.txt2 paras · 160 chars

Sections

§1 Introduction

Paras

¶1: first paragraph block

¶2: second paragraph block

Sentences

S1S2S3S4

Clauses

C1C2C3C4C5C6

Claims

Claim 1Claim 2Claim 3

Phrases

NPVPNPVPPPNP

Named Entities

Pulp [ORG]

Words

ifwewaitforcertaintywewillbe+20 more

Characters

0 → 159

Special Characters

spaces × 27punct × 8nbsp × 0

Special Patterns

0 patterns detected

RootCause

Ethos

—

Pathos

—

Logos

—

Kairos

—

Style

—

Clarity

—

Focus

—

Awareness

—

Persuasive Velocity—

StemReferences

CensusFECCongressFed. Reg.RegulationsLegiScanGovInfoGDELTCivicWikimediaData.govPodcast Idx

rank

life_stageyoung_adult

education_levelbachelors

locationurban

occupationtech

Psychographics

Impelling

Compelling

Repelling

Mindstate

alpha 10 Hzcalm

Environment

vision onhearing onsmell offtouch offtaste off

Memory

purchases 12content 48brands 5

motivationdesirefear

define

apply

post

heatmap

price

trace

uptimeresize

q3-report.pdf

chart.png

keynote.mp4

WeftConversations

ThreadsChatInlineSide panels

DyeMedia

TextToday

ImageToday

SoundSoon

VideoSoon

BightInteractions

MouseKeyboardVoice · soonCombos · soon

Device & browser frames

Structured Discussion Bracket

Perspective scroll showcase

Scroll Scrubber

Production

Coming soon

Conventions

Score a Reddit thread

Ingestion lives in Windfall (channels bring content in); scoring lives in Radiance. This guide pulls a Reddit post and its full comment tree into Pulp, then scores the whole exchange node by node.

1. Ingest the thread

Pull the post and its comment tree in through windfall.channels. You get back a thread whose id the scorer can use.

Python

# Ingest a post and its comment tree
thread = client.windfall.channels.create_reddit_post(
    url="https://www.reddit.com/r/urbanplanning/comments/..."
)

2. Score the exchange

Hand the thread id to create_reddit_score. It walks every node (the post and each comment) and returns a persuasion measurement for each one.

Python

# Score the whole exchange, node by node
result = client.radiance.scoring.create_reddit_score(post_id=thread.id)

for node in result.nodes:
    print(node.author, node.persuasive_velocity.logos, node.moves[:3])

Each node carries its author, its eight dimension persuasive_velocity, and the rhetorical moves detected in it, so you can watch an argument’s force rise and collapse across the conversation.

Next: Ground a claim in evidence. Or head back to Getting started.