# Multiple TikTok Hashtags Scraper (no-limit) (`novi/multiple-tiktok-hashtag-scraper`) Actor Multiple Hashtag TikTok Scraper. Just add one or more hashtags and extract posts, images, URLs, comments, likes, users, locations, timestamps, and more. No proxy cost, low usage expense. - **URL**: https://apify.com/novi/multiple-tiktok-hashtag-scraper.md - **Developed by:** [Novi](https://apify.com/novi) (community) - **Categories:** Social media, Videos, Automation - **Stats:** 344 total users, 31 monthly users, 99.5% runs succeeded, 12 bookmarks - **User rating**: No ratings yet ## Pricing from $0.30 / 1,000 each videos This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event ## What's an Apify Actor? An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md. ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run. For examples already wired to this Actor's own input schema, see the [API](#api) section below. Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`). # README ### Introduction to TikTok Multiple Hashtag Scraper Just add one or more hashtags and extract posts, images, URLs, comments, likes, users, locations, timestamps, and more. **No proxy cost, use low memory... All of these help you save cost at most.** ### 🍕🍕 All in one TikTok API 🍕🍕 *** Since TikTok doesn't provide a good and free API, this actor should help you to retrieve data from it as an Unofficial API. **The TikTok Hashtag data scraper supports the following features:** - **Search any hashtag** - Any hashtags can be scraped by keywords. Say goodbye to watermarked videos as our data **provides the URL without watermarks**. ### Bugs, fixes, updates and changelog This scraper is under active development. If you have any feature requests you can create an issue from here. ### Input Parameters The input of this scraper should be JSON containing the list of pages on TikTok Hashtag API that should be visited. Required fields are: | **FIELD** | **Type** | **Description** | | | |--------------------------------------------|----------------------------|--------------------------------|-----|-----| | hashtags (*default: \["red", "white"]*) | String | Name of Hashtag to scrap. | | | | limit | Integer | You can limit scraped results. | | | | region | String | Region. Target country. | | | | | | | | | ### Compute Unit Consumption The actor optimized to run blazing fast and scrape many as listings as possible. Therefore, it forefronts all listing detail requests. If actor doesn't block very often it'll scrape 100 listings in 30 seconds with ~0.03-0.07 compute units. TikTok Hashtag API Scraper Input example ```json { "hashtags": ["red"], "region": "US", "limit": 100 } ``` ### During the Run During the run, the actor will output messages letting you know what is going on. Each message always contains a short label specifying which page from the provided list is currently specified. When items are loaded from the page, you should see a message about this event with a loaded item count and total item count for each page. If you provide incorrect input to the actor, it will immediately stop with failure state and output an explanation of what is wrong. ### Tiktok Hashtag API Export During the run, the actor stores results into a dataset. Each item is a separate item in the dataset. You can manage the results in any language (Python, PHP, Node JS/NPM). See the FAQ or our API references to learn more about getting results from this TikTok Hashtag API actor. #### Item Detail ```json [ { "added_sound_music_info": { "album": "", "artists": [], "audition_duration": 54, "author": "Bigbang Official", "author_deleted": false, "author_position": null, "avatar_medium": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/aweme/720x720/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.webp?x-expires=1683439200&x-signature=Nq4qV8EaKGCuXuy1BNauD7klTH0%3D", "https://p16-sign-sg.tiktokcdn.com/aweme/720x720/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.jpeg?x-expires=1683439200&x-signature=x8tIQWWiY3wzNiefIUjhh8g9q9o%3D" ], "width": 720 }, "avatar_thumb": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/aweme/100x100/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.webp?x-expires=1683439200&x-signature=FHXsU3jZ8YKoyxCWYxnwF3W3o2w%3D", "https://p16-sign-sg.tiktokcdn.com/aweme/100x100/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.jpeg?x-expires=1683439200&x-signature=AbJ3SuoZHmlN4DCbqkYoVmpbci8%3D" ], "width": 720 }, "binded_challenge_id": 0, "can_not_reuse": false, "collect_stat": 0, "commercial_right_type": 2, "cover_large": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/aweme/1080x1080/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.webp?x-expires=1683439200&x-signature=y9%2Fv5Fnzgc6JHvd%2Fu7gW2Pvz6L4%3D", "https://p16-sign-sg.tiktokcdn.com/aweme/1080x1080/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.jpeg?x-expires=1683439200&x-signature=7FvoANBrpBQ6BeEnRWZzFg8gCHY%3D" ], "width": 720 }, "cover_medium": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/aweme/720x720/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.webp?x-expires=1683439200&x-signature=Nq4qV8EaKGCuXuy1BNauD7klTH0%3D", "https://p16-sign-sg.tiktokcdn.com/aweme/720x720/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.jpeg?x-expires=1683439200&x-signature=x8tIQWWiY3wzNiefIUjhh8g9q9o%3D" ], "width": 720 }, "cover_thumb": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/aweme/100x100/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.webp?x-expires=1683439200&x-signature=FHXsU3jZ8YKoyxCWYxnwF3W3o2w%3D", "https://p16-sign-sg.tiktokcdn.com/aweme/100x100/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.jpeg?x-expires=1683439200&x-signature=AbJ3SuoZHmlN4DCbqkYoVmpbci8%3D" ], "width": 720 }, "dmv_auto_show": false, "duration": 54, "duration_high_precision": { "audition_duration_precision": 54.7, "duration_precision": 54.7, "shoot_duration_precision": 54.7, "video_duration_precision": 54.7 }, "external_song_info": [], "extra": "{\"aed_music_dur\":1,\"beats\":{},\"can_read\":true,\"can_reuse\":true,\"erase_type\":0,\"erase_uid\":0,\"from_user_id\":0,\"has_edited\":0,\"is_ugc_mapping\":false,\"is_used\":0,\"owner_id\":6812490744957256705,\"resource_status\":0,\"review_unshelve_reason\":0,\"reviewed\":0,\"schedule_search_time\":0}", "id": 7229168247013182210, "id_str": "7229168247013182210", "is_audio_url_with_cookie": false, "is_author_artist": false, "is_commerce_music": true, "is_matched_metadata": false, "is_original": false, "is_original_sound": true, "is_pgc": false, "is_play_music": false, "is_shooting_allow": true, "lyric_short_position": null, "mid": "7229168247013182210", "multi_bit_rate_play_info": null, "mute_share": false, "offline_desc": "", "owner_handle": "vtvgiaitriofficial", "owner_id": "6812490744957256705", "owner_nickname": "Bigbang Official", "play_url": { "height": 720, "uri": "https://sf16-ies-music-sg.tiktokcdn.com/obj/tiktok-obj/7229168238650166018.mp3", "url_list": [ "https://sf16-ies-music-sg.tiktokcdn.com/obj/tiktok-obj/7229168238650166018.mp3" ], "width": 720 }, "position": null, "prevent_download": false, "preview_end_time": 0, "preview_start_time": 0, "recommend_status": 100, "search_highlight": null, "sec_uid": "MS4wLjABAAAAcmWx88_xRFU57rY2YUYFPBarAgam7vOnfxR-TvpyfvKtkFEAsihLpdILoRLvqYjV", "shoot_duration": 54, "source_platform": 24, "status": 1, "tag_list": null, "title": "original sound - vtvgiaitriofficial", "tt_to_dsp_song_infos": null, "user_count": 0, "video_duration": 54 }, "anchors": null, "anchors_extras": "", "author": { "accept_private_policy": false, "account_labels": null, "account_region": "", "ad_cover_url": null, "advance_feature_item_order": null, "advanced_feature_info": null, "apple_account": 0, "authority_status": 0, "avatar_168x168": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d~c5_168x168.webp?x-expires=1683439200&x-signature=EZgY2zBsY%2FsguEcz5u9%2FZsZ78f8%3D", "https://p16-sign-sg.tiktokcdn.com/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d~c5_168x168.jpeg?x-expires=1683439200&x-signature=pYatTidlUIwOx%2Bf6w99kydOl%2Fss%3D" ], "width": 720 }, "avatar_300x300": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d~c5_300x300.webp?x-expires=1683439200&x-signature=8%2BSgQSGrkVrU9GhImQQMSDnKu5w%3D", "https://p16-sign-sg.tiktokcdn.com/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d~c5_300x300.jpeg?x-expires=1683439200&x-signature=Dpu9ST3GbZxtmhGvEWXtOQG7VX4%3D" ], "width": 720 }, "avatar_larger": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/aweme/1080x1080/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.webp?x-expires=1683439200&x-signature=y9%2Fv5Fnzgc6JHvd%2Fu7gW2Pvz6L4%3D", "https://p16-sign-sg.tiktokcdn.com/aweme/1080x1080/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.jpeg?x-expires=1683439200&x-signature=7FvoANBrpBQ6BeEnRWZzFg8gCHY%3D" ], "width": 720 }, "avatar_medium": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/aweme/720x720/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.webp?x-expires=1683439200&x-signature=Nq4qV8EaKGCuXuy1BNauD7klTH0%3D", "https://p16-sign-sg.tiktokcdn.com/aweme/720x720/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.jpeg?x-expires=1683439200&x-signature=x8tIQWWiY3wzNiefIUjhh8g9q9o%3D" ], "width": 720 }, "avatar_thumb": { "height": 720, "uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "url_list": [ "https://p16-sign-sg.tiktokcdn.com/aweme/100x100/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.webp?x-expires=1683439200&x-signature=FHXsU3jZ8YKoyxCWYxnwF3W3o2w%3D", "https://p16-sign-sg.tiktokcdn.com/aweme/100x100/tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d.jpeg?x-expires=1683439200&x-signature=AbJ3SuoZHmlN4DCbqkYoVmpbci8%3D" ], "width": 720 }, "avatar_uri": "tos-alisg-avt-0068/e58bf19abf1c1badb25233ebb772283d", "aweme_count": 0, "bind_phone": "", "bold_fields": null, "can_message_follow_status_list": null, "can_set_geofencing": null, "cha_list": null, "comment_filter_status": 1, "comment_setting": 0, "commerce_user_level": 0, "cover_url": [ { "height": 720, "uri": "musically-maliva-obj/1612555907887110", "url_list": [ "https://p16-amd-va.tiktokcdn.com/obj/musically-maliva-obj/1612555907887110" ], "width": 720 } ], "create_time": 0, "custom_verify": "Verified account", "cv_level": "", "download_prompt_ts": 0, "download_setting": 3, "duet_setting": 0, "enterprise_verify_reason": "", "events": null, "favoriting_count": 0, "fb_expire_time": 0, "follow_status": 0, "follower_count": 0, "follower_status": 0, "followers_detail": null, "following_count": 0, "friends_status": 0, "gender": 0, "geofencing": null, "google_account": "", "has_email": false, "has_facebook_token": false, "has_insights": false, "has_orders": false, "has_twitter_token": false, "has_youtube_token": false, "hide_search": false, "homepage_bottom_toast": null, "ins_id": "", "is_ad_fake": false, "is_block": false, "is_discipline_member": false, "is_phone_binded": false, "is_star": false, "item_list": null, "language": "en", "live_agreement": 0, "live_commerce": false, "live_verify": 0, "mention_status": 1, "mutual_relation_avatars": null, "need_points": null, "need_recommend": 0, "nickname": "Bigbang Official", "platform_sync_info": null, "prevent_download": false, "react_setting": 0, "region": "VN", "relative_users": null, "room_id": 0, "search_highlight": null, "sec_uid": "MS4wLjABAAAAcmWx88_xRFU57rY2YUYFPBarAgam7vOnfxR-TvpyfvKtkFEAsihLpdILoRLvqYjV", "secret": 0, "share_info": { "now_invitation_card_image_urls": null, "share_desc": "", "share_desc_info": "", "share_qrcode_url": { "height": 720, "uri": "", "url_list": [], "width": 720 }, "share_title": "", "share_title_myself": "", "share_title_other": "", "share_url": "" }, "share_qrcode_uri": "", "shield_comment_notice": 0, "shield_digg_notice": 0, "shield_edit_field_info": null, "shield_follow_notice": 0, "short_id": "0", "show_image_bubble": false, "signature": "Mời các bạn tải ứng dụng VTV GiảiTrí để xem trọn bộ phim hay độc quyền", "special_account": { "special_account_list": null }, "special_lock": 1, "status": 1, "stitch_setting": 0, "total_favorited": 0, "tw_expire_time": 0, "twitter_id": "", "twitter_name": "", "type_label": null, "uid": "6812490744957256705", "unique_id": "vtvgiaitriofficial", "unique_id_modify_time": 1683353131, "user_canceled": false, "user_mode": 1, 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"bodydance_score": 0, "branded_content_accounts": null, "cc_template_info": { "author_name": "", "clip_count": 0, "desc": "", "duration_milliseconds": 0, "related_music_id": "", "template_id": "" }, "cha_list": [ { "author": { "account_labels": null, "ad_cover_url": null, "advance_feature_item_order": null, "advanced_feature_info": null, "bold_fields": null, "can_message_follow_status_list": null, "can_set_geofencing": null, "cha_list": null, "cover_url": null, "events": null, "followers_detail": null, "geofencing": null, "homepage_bottom_toast": null, "item_list": null, "mutual_relation_avatars": null, "need_points": null, "platform_sync_info": null, "relative_users": null, "search_highlight": null, "shield_edit_field_info": null, "type_label": null, "user_profile_guide": null, "user_tags": null, "white_cover_url": null }, "banner_list": null, "cha_attrs": null, "cha_name": "cuocdoivandepsao", "cid": "1670903934915585", "collect_stat": 0, "connect_music": [], "desc": "", "extra_attr": { "is_live": false }, "hashtag_profile": "", "is_challenge": 0, "is_commerce": false, "is_pgcshow": false, "schema": "aweme://aweme/challenge/detail?cid=1670903934915585", "search_highlight": null, "share_info": { "bool_persist": 0, "now_invitation_card_image_urls": null, "share_desc": "Check out #cuocdoivandepsao on TikTok!", "share_desc_info": "Check out #cuocdoivandepsao on TikTok!", "share_quote": "", "share_signature_desc": "", "share_signature_url": "", "share_title": "It is a becoming a big trend on TikTok now! Click here: cuocdoivandepsao", "share_title_myself": "", "share_title_other": "", "share_url": "https://www.tiktok.com/tag/cuocdoivandepsao?_r=1&name=cuocdoivandepsao&u_code=0&_d=e7km4e8ee8j7d2&share_challenge_id=1670903934915585&sharer_language=en&source=h5_m" }, "show_items": null, "sub_type": 0, "type": 1, "use_count": 0, "user_count": 0, "view_count": 0 } ], "challenge_position": null, "cmt_swt": false, "collect_stat": 0, "commerce_config_data": null, "commerce_info": { "adv_promotable": false, "auction_ad_invited": false, "with_comment_filter_words": false }, "content_desc": "", "content_desc_extra": [], "cover_labels": null, "create_time": 1683171893, "desc": "Cô chủ trọ cho thuê căn phòng hết nước chấm thật #Cuocdoivandepsao", "desc_language": "vi", "disable_search_trending_bar": false, "distance": "", "distribute_type": 1, "follow_up_publish_from_id": 0, "geofencing": null, "geofencing_regions": null, "green_screen_materials": null, "group_id": "7228596161530039558", 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"https://api16-normal-useast5.us.tiktokv.com/aweme/v1/play/?video_id=v10025g50000ch9ik0jc77ub16qqnnjg&line=0&is_play_url=1&source=PackSourceEnum_CHALLENGE_AWEME&file_id=2eb4abf9ef5d4ad9b2baae36fe2dfe97" ], "width": 576 }, "ratio": "540p", "source_HDR_type": 0, "tags": null, "width": 576 }, "video_control": { "allow_download": true, "allow_duet": true, "allow_dynamic_wallpaper": true, "allow_music": true, "allow_react": true, "allow_stitch": true, "draft_progress_bar": 1, "prevent_download_type": 0, "share_type": 1, "show_progress_bar": 1, "timer_status": 1 }, "video_labels": [], "video_text": [], "voice_filter_ids": null, "with_promotional_music": false, "without_watermark": false } ] ``` # Actor input Schema ## `hashtags` (type: `array`): Hashtag names. Example: \["red", "white"] ## `region` (type: `string`): Country target for scraping ## `limit` (type: `integer`): Add the number of videos you want to scrape. ## Actor input object example ```json { "hashtags": [ "viral", "hot" ], "region": "GB", "limit": 20 } ``` # Actor output Schema ## `results` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "hashtags": [ "viral", "hot" ], "region": "GB", "limit": 20 }; // Run the Actor and wait for it to finish const run = await client.actor("novi/multiple-tiktok-hashtag-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "hashtags": [ "viral", "hot", ], "region": "GB", "limit": 20, } # Run the Actor and wait for it to finish run = client.actor("novi/multiple-tiktok-hashtag-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}") for item in client.dataset(run.default_dataset_id).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "hashtags": [ "viral", "hot" ], "region": "GB", "limit": 20 }' | apify call novi/multiple-tiktok-hashtag-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,novi/multiple-tiktok-hashtag-scraper" } } } ``` The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer ` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations). ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/mH7grU07dI48hJG6l/builds/PBnsJA2oiOBDnsuKz/openapi.json