Lead Generation

Osher Lifelong Learning Institutes (US)

Every Osher Lifelong Learning Institute (OLLI) in the US — host university, address, phone and website from the Osher National Resource Center, enriched from each institute site with its general email, program director and published membership size.

osher-instituteslead-generationeducationlifelong-learningseniorsusab2b

123 rows in the dataset

Download the dataset

Get every row this scraper has collected as one CSV or JSONL file. If the data is older than maxAgeHours, the scraper is re-run with its configured settings first. The key needs the datasets:export scope.

DOWNLOAD_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/datasets/osher-institutes/downloads" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{"maxAgeHours":24,"format":"csv"}' | jq -r '.id')while true; do  STATUS=$(curl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID" \    -H "Authorization: Bearer $PANDORLABS_KEY" | jq -r '.status')  [ "$STATUS" != "refreshing" ] && break  sleep 5donecurl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID/file" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -o dataset.csv

At its current 123 rows, this download costs 2 credits when the data is fresh enough, or 4 credits when it has to be refreshed first.

The rate is 1 credit per 100 rows cached and 2 credits live, charged on the rows in the dataset when the download becomes ready. A failed refresh is not charged. The file stays downloadable for 24 hours. See pricing.

Start a run

To choose the targets yourself, send the parameters below as input. The call returns 202 with the run; the key needs the scrapers:run scope and the account a positive credit balance.

curl -X POST "https://api.pandorlabs.com/v1/scrapers/osher-institutes/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "states": [        "CA",        "FL",        "NY"      ],      "maxItems": 1000,      "enrichWebsites": true,      "maxPagesPerSite": 5    }  }'

A run is billed at the live rate once it finishes: 2 credits per 100 rows it collected. A run that collects nothing costs nothing.

Parameters

Every parameter is optional. Anything you leave out uses the default shown here; an unknown name or an invalid value is rejected with a 400 that lists each problem.

Targeting

states
string[]
States
Two-letter codes or state names. Empty means every institute.
Default
none
Example
CA, FL, NY
maxItems
number
Max institutes
Default
1000
Range
1 to 1000

Enrichment

enrichWebsites
boolean
Visit institute websites
Reads each institute site and its contact/staff pages for the general email, director and published membership size.
Default
true
maxPagesPerSite
number
Pages per website
Default
5
Range
1 to 12

Advanced

concurrency
number
Sites in parallel
Default
4
Range
1 to 10

Input as JSON Schema

The same schema the API validates against. Use it as a tool input schema or to generate a typed client.

inputSchema

{  "type": "object",  "additionalProperties": false,  "properties": {    "states": {      "type": "array",      "items": {        "type": "string"      },      "maxItems": 1000,      "title": "States",      "description": "Two-letter codes or state names. Empty means every institute.",      "default": [],      "examples": [        "CA, FL, NY"      ]    },    "maxItems": {      "type": "number",      "minimum": 1,      "maximum": 1000,      "title": "Max institutes",      "default": 1000    },    "enrichWebsites": {      "type": "boolean",      "title": "Visit institute websites",      "description": "Reads each institute site and its contact/staff pages for the general email, director and published membership size.",      "default": true    },    "maxPagesPerSite": {      "type": "number",      "minimum": 1,      "maximum": 12,      "title": "Pages per website",      "default": 5    },    "concurrency": {      "type": "number",      "minimum": 1,      "maximum": 10,      "title": "Sites in parallel",      "default": 4    }  }}

Run, poll, read rows

The run is asynchronous. Poll it until it reaches a terminal status and its billing is paid, then page through its rows. Until then the rows endpoint answers 409 (still queued or running) or 402 (payment required).

RUN_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/scrapers/osher-institutes/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "states": [        "CA",        "FL",        "NY"      ],      "maxItems": 1000,      "enrichWebsites": true,      "maxPagesPerSite": 5    }  }' | jq -r '.id')while true; do  RUN=$(curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID" \    -H "Authorization: Bearer $PANDORLABS_KEY")  STATUS=$(echo "$RUN" | jq -r '.status')  BILLING=$(echo "$RUN" | jq -r '.billing.status')  case "$STATUS" in queued|running) ;; *) [ "$BILLING" != "pending" ] && break ;; esac  sleep 5doneecho "$RUN" | jq '{status, rowCount, billing}'curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID/rows?page=1&limit=100" \  -H "Authorization: Bearer $PANDORLABS_KEY"

See the API reference for pagination, cancelling and listing runs.

Output fields

Rows have no fixed schema; these are the fields observed in the rows collected so far. Coverage is the share of rows where the field is present.

Field	Type	Coverage
address	string	100%
city	string	100%
contact_page_url	string	52%
director_email	string	10%
director_name	string	38%
director_phone	string	6%
director_source_url	string	38%
director_title	string	38%
email	string	68%
emails	array	68%
host_institution	string	100%
institute_id	string	100%
membership_size	number	15%
name	string	100%
pages_crawled	number	100%
phone	string	100%
phones	array	86%
state	string	100%
website	string	99%
website_final_url	string	90%
website_reachable	boolean	100%
website_status	number	98%
zip	string	100%
created_at	date	100%
enriched_at	date	100%
first_seen_at	date	100%
last_seen_at	date	100%
updated_at	date	100%
_id	string	100%