Data & analysis

Dataify Instagram Profiles

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Collect Instagram Profiles data and return results

What it does

Collect Instagram profile data by username or profile URL. Do not use for post comments or Reel content.

The skill document

Dataify Instagram Profiles

Submit Instagram profile collection jobs through Dataify Builder. This skill is a guided wrapper for two collection modes:

ModeCollector IDUse For
Usernameins_profiles_by-usernameCollecting one or more Instagram profiles by username.
Profile URLins_profiles_by-profileurlCollecting one or more Instagram profiles by profile URL.

After a successful submission, give the user the task_id, the returned or inferred status, and tell them to visit Dataify to view results.

API TOKEN Handling

Use DATAIFY_API_TOKEN as the long-term saved token name.

  • If the user provides a token in the request, use it for this run.
  • If no token is provided, first check whether DATAIFY_API_TOKEN is already saved locally in the environment.
  • If DATAIFY_API_TOKEN is saved locally, use it without asking the user to re-enter the token.
  • If no token is available locally, tell the user they need to provide a Dataify API TOKEN.
  • If the user does not have an API TOKEN, tell them they can register or log in at Dataify to get one.
  • If the user already has an API TOKEN, tell them it is available in the top-right area of Dataify.
  • After the user provides an API TOKEN and no local DATAIFY_API_TOKEN is saved, ask whether they want to save it locally as DATAIFY_API_TOKEN for future use.
  • If the user wants to save it, give the appropriate command for their shell and ask them to run it; do not silently persist tokens without confirmation.
  • Do not call the Builder endpoint without a token.
  • Always call it API TOKEN in user-facing instructions. Prefer the environment variable name DATAIFY_API_TOKEN for saved local use.

PowerShell examples for saving the token for the current session:

$env:DATAIFY_API_TOKEN = "YOUR_DATAIFY_API_TOKEN"

For a persistent user-level variable on Windows:

[Environment]::SetEnvironmentVariable("DATAIFY_API_TOKEN", "YOUR_DATAIFY_API_TOKEN", "User")

Core Workflow

  1. First ask the user to choose a collection mode: username or profileurl. Show the Mode Selection table.
  2. After the user chooses a mode, show only that mode's parameter table and defaults.
  3. Ask whether the user wants to change any value before running the task.
  4. Ask whether the user wants to collect multiple Instagram profile groups for the selected mode.
  5. Normalize the final values into a list of parameter objects for the selected mode only.
  6. Resolve the Dataify token from explicit input or saved DATAIFY_API_TOKEN.
  7. If no token is available, ask the user to enter their API TOKEN and ask whether to save it as DATAIFY_API_TOKEN.
  8. Validate the selected mode, parameters, and file name.
  9. Submit the Builder request with the selected mode's spider_id.
  10. Read data.task_id from the Builder response and read data.status or status when present.
  11. Stop after Builder succeeds.
  12. Tell the user to visit Dataify to view or manage results.

Mode Selection

When the user invokes this skill, first show this Markdown table and ask them to choose one mode:

LabelValue
Collect profiles by Instagram usernameusername
Collect profiles by profile URLprofileurl

Ask: "Which collection mode do you want to use: username or profileurl?"

Do not submit a Builder request until the mode is clear.

Username Mode Parameters

Use this section only when the user chooses username.

FieldRequiredDefaultNotes
usernameYeszoobarcelonaInstagram username.
file_nameNo{{TasksID}}Builder form field. Use the default when the user does not change it.

Then ask: "Do you want to change any of these values before I submit the task?"

Also ask: "Do you want to collect multiple Instagram profile username groups? If yes, provide multiple username values."

Username mode handling:

  • username is required. If the user does not provide it, use the default zoobarcelona only after showing it in the parameter confirmation table.
  • Trim leading and trailing whitespace from username.
  • username cannot be empty.
  • Submit spider_id=ins_profiles_by-username.
  • Submit spider_parameters as a JSON string containing one or more objects like:
[{"username":"zoobarcelona"}]

Profile URL Mode Parameters

Use this section only when the user chooses profileurl.

FieldRequiredDefaultNotes
profileurlYeshttps://www.instagram.com/cats_of_world_/Instagram profile URL.
file_nameNo{{TasksID}}Builder form field. Use the default when the user does not change it.

Then ask: "Do you want to change any of these values before I submit the task?"

Also ask: "Do you want to collect multiple Instagram profile URL groups? If yes, provide multiple profileurl values."

Profile URL mode handling:

  • profileurl is required. If the user does not provide it, use the default https://www.instagram.com/cats_of_world_/ only after showing it in the parameter confirmation table.
  • Trim leading and trailing whitespace from profileurl.
  • profileurl cannot be empty.
  • profileurl must start with https://www.instagram.com/.
  • Submit spider_id=ins_profiles_by-profileurl.
  • Submit spider_parameters as a JSON string containing one or more objects like:
[{"profileurl":"https://www.instagram.com/cats_of_world_/"}]

Shared File Name Handling

  • file_name defaults to {{TasksID}}.
  • If the user changes file_name, submit the user-provided value.
  • file_name cannot be empty.
  • Send file_name as a Builder form field.

Dataify Builder Request

Use form fields rather than hand-built URL-encoded strings.

  • URL: https://scraperapi.dataify.com/builder?platform=1
  • Method: POST
  • Authorization header: Bearer DATAIFY_API_TOKEN
  • Content type: application/x-www-form-urlencoded
  • Fixed fields:
    • spider_name=instagram.com
    • spider_errors=true
  • Mode-specific field:
    • Username mode: spider_id=ins_profiles_by-username
    • Profile URL mode: spider_id=ins_profiles_by-profileurl
  • Default field:
    • file_name={{TasksID}}
  • Dynamic field:
    • spider_parameters must be a JSON string array.

Script

For stable execution, prefer scripts/submit_dataify_instagram_profiles.py with Python 3.6 or newer instead of rewriting the Builder flow.

Username mode:

python3 ".\scripts\submit_dataify_instagram_profiles.py" --mode username --username "zoobarcelona"

Profile URL mode:

python3 ".\scripts\submit_dataify_instagram_profiles.py" --mode profileurl --profileurl "https://www.instagram.com/cats_of_world_/"

To override the saved environment token or file name:

python3 ".\scripts\submit_dataify_instagram_profiles.py" --api-token "YOUR_DATAIFY_API_TOKEN" --mode username --username "zoobarcelona" --file-name "{{TasksID}}"

To submit multiple username groups:

python3 ".\scripts\submit_dataify_instagram_profiles.py" --mode username --params-json '[{"username":"zoobarcelona"},{"username":"cats_of_world_"}]'

To submit multiple profile URL groups:

python3 ".\scripts\submit_dataify_instagram_profiles.py" --mode profileurl --params-json '[{"profileurl":"https://www.instagram.com/cats_of_world_/"},{"profileurl":"https://www.instagram.com/zoobarcelona/"}]'

The script prints a JSON summary with mode, spider_id, task_id, status, parameters, file_name, dashboard_url, and message.

Troubleshooting

Missing Dataify API TOKEN means no explicit token was passed and DATAIFY_API_TOKEN is not saved locally. Tell the user they need to provide their Dataify API TOKEN, ask whether they want to save it as DATAIFY_API_TOKEN, or tell them they can register or log in at Dataify to get one. If they already have a token, tell them it is in the top-right area of Dataify.

Unsupported mode means the mode must be username or profileurl.

username cannot be empty means the Instagram username is missing.

profileurl cannot be empty means the Instagram profile URL is missing.

profileurl must start with https://www.instagram.com/ means the URL is outside the allowed Instagram domain.

File name cannot be empty means no usable file_name was provided.

Necessary parameters is empty! usually means the Builder request was not submitted as form fields, spider_parameters was not a JSON string array, or the selected mode's object is missing required fields.

Missing task_id usually means the authorization header, token, spider_name, selected spider_id, or spider_parameters is wrong.

Guardrails

  • Do not mix username mode and profile URL mode parameters in the same Builder request.
  • Do not send profileurl in username mode.
  • Do not send username in profile URL mode.
  • Do not submit a Builder request until the mode is clear.
  • Use only API TOKEN and DATAIFY_API_TOKEN when referring to authentication.
  • Do not hard-code local Python paths.
  • Do not invent result fields.
  • Always direct the user to Dataify after successful task creation.

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