🕷️ Crawler Inspector

URL Lookup

Direct Parameter Lookup

Raw Queries and Responses

1. Shard Calculation

Query:

Response:

Calculated Shard: 165 (from laksa195)

2. Crawled Status Check

Query:

curl -X POST \
  'http://laksa165.int.ahrefs:8124/' \
  -H 'Content-Type: text/plain' \
  -H 'X-ClickHouse-Database: crawler3' \
  -H 'Authorization: Basic YXBpOg==' \
  -d 'SELECT getAhrefsURLFromUnparsed(src_unparsed) AS found_url, ifNull(toUnixTimestamp(download_stamp), 0) AS crawl_time, ifNull(toUnixTimestamp(props_url_first_seen), 0) AS first_indexed_time, download_http_code AS http_code, src_unparsed AS src_unparsed, src_root_hash AS src_root_hash, history_drop_reason AS history_drop_reason, meta_title AS meta_title, meta_descriptions AS meta_descriptions, attrs_boilerpipe_text AS attrs_boilerpipe_text, attrs_markdown AS attrs_markdown, attrs_readable_markdown AS attrs_readable_markdown, meta_canonical AS meta_canonical FROM crawler3.page_info_local FINAL PREWHERE (src_root_hash, src_unparsed) IN ((getAhrefsRootHashFromUnparsed(getAhrefsUnparsedNoserviceFromURL(\'https://aws.amazon.com/marketplace/pp/prodview-qwvtstd6ihv5g\')), getAhrefsUnparsedNoserviceFromURL(\'https://aws.amazon.com/marketplace/pp/prodview-qwvtstd6ihv5g\'))) FORMAT JSONEachRow'

Response:

{"found_url":"https:\/\/aws.amazon.com\/marketplace\/pp\/prodview-qwvtstd6ihv5g","crawl_time":1749169875,"first_indexed_time":1721244476,"http_code":200,"src_unparsed":"com,amazon!aws,\/marketplace\/pp\/prodview-qwvtstd6ihv5g s443","src_root_hash":"11387554747766093965","history_drop_reason":"tooold","meta_title":"AWS Marketplace: Donald Trump's Approval Ratings | FiveThirtyEight","meta_descriptions":[],"attrs_boilerpipe_text":"The source code outlining how this product gathers, transforms, revises and publishes its datasets is available at  https:\/\/github.com\/rearc-data\/fivethirtyeight-trump-approval-ratings . Main Overview This release contains information on U.S. President Donald Trump's approval rating. One file contains information on President Trump's job approval ratings(approval_polllist.csv) with data such as grades, polls, sample size, pollster, etc. Another file(approval_topline.csv) contains information on a trendline for the approval ratings with information such as approve estimate, approve high, disapprove estimate, disapprove high, etc. The included data is provided by FiveThirtyEight, which contains data on various relevant topics such as politics, sports, science, polls and more. If you are interested in learning more or want to explore other datasets created and maintained by FiveThirtyEight, visit the  FiveThirtyEight homepage . Data Source This resource is presented in the CSV format for all data files and contains a Read Me for more information. More Information Contact Details If you find any issues with or have enhancement ideas for this product, open up a GitHub  issue  and we will gladly take a look at it. Better yet, submit a pull request. Any contributions you make are greatly appreciated ❤️. If you are looking for specific open datasets currently not available on ADX, please submit a request on our project board  here . If you have questions about the source data, please contact FiveThirtyEight at contact@fivethirtyeight.com If you have any other questions or feedback, send us an email at data@rearc.io. About Rearc Rearc is a cloud, software and services company. We believe that empowering engineers drives innovation. Cloud-native architectures, modern software and data practices, and the ability to safely experiment can enable engineers to realize their full potential. We have partnered with several enterprises and startups to help them achieve agility. Our approach is simple — empower engineers with the best tools possible to make an impact within their industry.","attrs_markdown":"## Select your cookie preferences\nWe use essential cookies and similar tools that are necessary to provide our site and services. 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Learning](https:\/\/aws.amazon.com\/marketplace\/b\/c3714653-8485-4e34-b35b-82c2203e81c1?ref_=mp_nav_category_c3714653-8485-4e34-b35b-82c2203e81c1)[Audio](https:\/\/aws.amazon.com\/marketplace\/b\/cbac9ca0-b219-4ed3-aed3-94edca428e95?ref_=mp_nav_category_cbac9ca0-b219-4ed3-aed3-94edca428e95)[Computer Vision](https:\/\/aws.amazon.com\/marketplace\/b\/e9008568-95af-4844-9f19-d88e7588b640?ref_=mp_nav_category_e9008568-95af-4844-9f19-d88e7588b640)[Data Labeling Services](https:\/\/aws.amazon.com\/marketplace\/b\/83fb9ade-65b6-45bc-bd9d-0a3db0b6994c?ref_=mp_nav_category_83fb9ade-65b6-45bc-bd9d-0a3db0b6994c)[Generative AI](https:\/\/aws.amazon.com\/marketplace\/b\/f18b0260-a963-4c5d-bd1b-eb3e896fb851?ref_=mp_nav_category_f18b0260-a963-4c5d-bd1b-eb3e896fb851)[Human Review 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AWS\n\nThis release contains information on U.S. President Donald Trump's approval rating. One file contains information on President Trump's job approval ratings(approval\\_polllist.csv) with data such as grades, polls, sample size, pollster, etc. Another file(approval\\_topline.csv) contains information on a trendline for the approval ratings with information such as approve estimate, approve high, disapprove estimate, disapprove high, etc.\n\nContinue to subscribe\n\n- Product offers\n- Overview\n- Data sets\n- Usage\n- Support\n\n## Product offers\nThe following offers are available for this product. Choose an offer to view the pricing and access duration options for the offer. Select an offer and continue to subscribe. Your subscription begins on the date that your request is approved by the provider. Additional taxes or fees might apply.\n\n## Public offer\nPayment schedule: Upfront payment \\| Offer auto-renewal: Supported\n\n\\$0 for 12 months\n\n## Overview\nThe source code outlining how this product gathers, transforms, revises and publishes its datasets is available at [https:\/\/github.com\/rearc-data\/fivethirtyeight-trump-approval-ratings](https:\/\/github.com\/rearc-data\/fivethirtyeight-trump-approval-ratings).\n\n### Main Overview\nThis release contains information on U.S. President Donald Trump's approval rating. One file contains information on President Trump's job approval ratings(approval\\_polllist.csv) with data such as grades, polls, sample size, pollster, etc. Another file(approval\\_topline.csv) contains information on a trendline for the approval ratings with information such as approve estimate, approve high, disapprove estimate, disapprove high, etc.\n\nThe included data is provided by FiveThirtyEight, which contains data on various relevant topics such as politics, sports, science, polls and more. If you are interested in learning more or want to explore other datasets created and maintained by FiveThirtyEight, visit the [FiveThirtyEight homepage](https:\/\/fivethirtyeight.com\/).\n\n##### Data Source\nThis resource is presented in the CSV format for all data files and contains a Read Me for more information.\n\n### More Information\n- Source:\n  [FiveThirtyEight](https:\/\/projects.fivethirtyeight.com\/trump-approval-ratings\/)\n- [FiveThirtyEight Data](https:\/\/data.fivethirtyeight.com\/)\n- [FiveThirtyEight Homepage](https:\/\/fivethirtyeight.com\/)\n- [Terms of Use](https:\/\/creativecommons.org\/licenses\/by\/4.0\/)\n- Frequency: Daily\n- Formats: CSV\n### Contact Details\n- If you find any issues with or have enhancement ideas for this product, open up a GitHub\n  [issue](https:\/\/github.com\/rearc-data\/fivethirtyeight-trump-approval-ratings\/issues)\n  and we will gladly take a look at it. Better yet, submit a pull request. Any contributions you make are greatly appreciated ❤️.\n- If you are looking for specific open datasets currently not available on ADX, please submit a request on our project board\n  [here](https:\/\/github.com\/rearc-data\/covid-datasets-aws-data-exchange\/projects\/1)\n  .\n- If you have questions about the source data, please contact FiveThirtyEight at contact@fivethirtyeight.com\n- If you have any other questions or feedback, send us an email at data@rearc.io.\n### About Rearc\nRearc is a cloud, software and services company. We believe that empowering engineers drives innovation. Cloud-native architectures, modern software and data practices, and the ability to safely experiment can enable engineers to realize their full potential. We have partnered with several enterprises and startups to help them achieve agility. Our approach is simple — empower engineers with the best tools possible to make an impact within their industry.\n\nProvided By\n\n[Rearc](https:\/\/aws.amazon.com\/marketplace\/seller-profile?id=a8a86da2-b2d1-4fae-992d-03494e90590b)\n\nFulfillment Method\n\nAWS Data Exchange\n\nDeployed on AWS\n\nYes\n\n## Data sets (1)\nYou will receive access to the following data sets\n\nRevision access rules\n\nAll historical revisions \\| All future revisions\n\n| Name | Type | Data dictionary | AWS Region |\n|---|---|---|---|\n| Donald Trump's Approval Ratings \\| FiveThirtyEight | Amazon S3 object data set | Not included | US East (N. Virginia) |\n\n## Usage information\nBy subscribing to this product, you agree that your use of this product is subject to the provider's offer terms including pricing information and [Data Subscription Agreement](https:\/\/juntowaystonelambda-listingartif-agreementsbucket-42gbahpynfdg.s3.us-east-1.amazonaws.com\/0e2e3c4b-5250-4bde-8cec-41636ac4c000.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEHgaCXVzLWVhc3QtMSJGMEQCIFDMTJA56LbX2fevoH0OSUdXe%2BIxlPDYNFSw0vzKfOgyAiAC8dvjKAh%2BP4v1xbzhU0HRyODmf6c%2F6MaTkuqqtBJTrirhAwhREAQaDDUxNjQ0ODE3MzExMiIMbjfE9c1EzEXYqdP7Kr4Dm%2BppwFczVL2SaGSdiG%2FqgvDlIbjVWP5s1P0j9i3Vwj1w2wC3y5Zo6SZhf5988mhD9s%2FbfpBNFAz3WBpJYf5Wo7jQ5jXjFZMhoIOXGEJc%2BLrt8xJul%2BOKq%2Bvp5jUHZo0T8LQS2Ikd3RuFIs%2FOtKClf%2BgP9DhYtqSpAViptExHV1dfAm1OP0X9avriyyNJr34Hhm49sSOyXnEAjy5g7y4AC76pM9U6Rm2HIuLMxPXvDbpPTs7IT64eQhO5XZbpdLmSVJ1%2B%2B4Z%2BnCq2h2%2BiCU7iF7xZaRrnYwlHOeKyhxggUskN6Rgfk4c5CUTmOUshavNzHoktm1bY4i5Mykv%2FKZMdsDlqSNMdKbcZZX9r695d7r4FGSYH%2F%2BgbQLX%2B9OGaWGJNnqjRNGFF8IovHUuGluZa%2BrkrcU5zSetsOhqDps0%2FZMW2oyd1j0ErpDDt4HG0mLiLUysLdMx9hxazYkvrNGJ992nNGqbcDwhazkYaVhw2h7gcq7%2BIJ2bXk2o3YEBCJaqtIR9gHFwbL9n2t7jMsDoLijuhuvuvaphmQBP9EN50jTUk0Tx2n9gJiir6%2FClr77BP9UGTRL9g5xhkvCTVWNEwxt2IwgY6ogHVtTfHMvu9kqtN07a3XPg3Cs%2Brx%2BUSnUp%2BGS9ksSNWLcK6ZIUdUgetfGV9phGR0JKQsNiuA9Zys6qa71hpuvFkWcAKF8CISv1Sn5M1%2BiNv8rpcZIyWimqJoDcptbKoRsUi2fIg0Nvu%2FTEN%2Bd%2BzRpS3xV%2Faq4A%2BoFv%2Bh7tmaycx7QBWbLwYP5B1Ioqefrmn2RzL9ltTFPtr2XHG%2BERCvkpF9R0%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20250606T003116Z&X-Amz-SignedHeaders=host&X-Amz-Expires=21599&X-Amz-Credential=ASIAXQPVVXQ4AOAGSFAU%2F20250606%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=fe86bcc4927ca03f2f8fcea02c564c10f1f7e3a35ee1c64a821afb0ad61b418c) . 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Management](https:\/\/aws.amazon.com\/marketplace\/b\/4625c97a-64f3-40af-92c6-2835e2f7542a?ref_=mp_nav_category_4625c97a-64f3-40af-92c6-2835e2f7542a)[CRM](https:\/\/aws.amazon.com\/marketplace\/b\/98bce01b-8e07-4a83-8e4e-711ce14f2e88?ref_=mp_nav_category_98bce01b-8e07-4a83-8e4e-711ce14f2e88)[eCommerce](https:\/\/aws.amazon.com\/marketplace\/b\/2a29b1bc-488a-4b36-a1c0-f90380d91692?ref_=mp_nav_category_2a29b1bc-488a-4b36-a1c0-f90380d91692)[eLearning](https:\/\/aws.amazon.com\/marketplace\/b\/b61b468c-7a91-4919-a9b1-45fcc7e0a682?ref_=mp_nav_category_b61b468c-7a91-4919-a9b1-45fcc7e0a682)[Human Resources](https:\/\/aws.amazon.com\/marketplace\/b\/0bdbbf42-5d7b-4ac7-8041-849983ffeaad?ref_=mp_nav_category_0bdbbf42-5d7b-4ac7-8041-849983ffeaad)[IT Business Management](https:\/\/aws.amazon.com\/marketplace\/b\/44bf32d0-edc0-4357-b679-c608ac1227f9?ref_=mp_nav_category_44bf32d0-edc0-4357-b679-c608ac1227f9)[Project Management](https:\/\/aws.amazon.com\/marketplace\/b\/e86dc38c-d34a-4e7f-8ef3-add8bb2bfb53?ref_=mp_nav_category_e86dc38c-d34a-4e7f-8ef3-add8bb2bfb53)\n\n[Cloud Operations](https:\/\/aws.amazon.com\/marketplace\/b\/b619e7f9-0d0e-48a7-95d6-52245342af07?ref_=mp_nav_category_b619e7f9-0d0e-48a7-95d6-52245342af07)[Cloud Financial Management](https:\/\/aws.amazon.com\/marketplace\/b\/5cb080c9-49ca-4ab6-bf1c-eac794bd9e92?ref_=mp_nav_category_5cb080c9-49ca-4ab6-bf1c-eac794bd9e92)[Cloud Governance](https:\/\/aws.amazon.com\/marketplace\/b\/8e344344-82e7-4e05-b3a7-a627dbe3dfd8?ref_=mp_nav_category_8e344344-82e7-4e05-b3a7-a627dbe3dfd8)\n\n[Data Products](https:\/\/aws.amazon.com\/marketplace\/b\/d5a43d97-558f-4be7-8543-cce265fe6d9d?ref_=mp_nav_category_d5a43d97-558f-4be7-8543-cce265fe6d9d)[Automotive Data](https:\/\/aws.amazon.com\/marketplace\/b\/9a4d3c5f-470d-4f3c-bcce-de612001b652?ref_=mp_nav_category_9a4d3c5f-470d-4f3c-bcce-de612001b652)[Environmental Data](https:\/\/aws.amazon.com\/marketplace\/b\/ffb6cf06-608c-4b14-a5a9-756f1ccd5725?ref_=mp_nav_category_ffb6cf06-608c-4b14-a5a9-756f1ccd5725)[Financial Services Data](https:\/\/aws.amazon.com\/marketplace\/b\/87374d8c-7acc-49b2-bc45-1a6cb252a539?ref_=mp_nav_category_87374d8c-7acc-49b2-bc45-1a6cb252a539)[Gaming Data](https:\/\/aws.amazon.com\/marketplace\/b\/41611951-f229-4dae-8e0d-5bb12ad28b5b?ref_=mp_nav_category_41611951-f229-4dae-8e0d-5bb12ad28b5b)[Healthcare & Life Sciences Data](https:\/\/aws.amazon.com\/marketplace\/b\/ec21bae5-404b-4bac-825c-f7b0a2c713c4?ref_=mp_nav_category_ec21bae5-404b-4bac-825c-f7b0a2c713c4)[Manufacturing Data](https:\/\/aws.amazon.com\/marketplace\/b\/309c57a4-8fb2-404f-90dc-d4067048d7a2?ref_=mp_nav_category_309c57a4-8fb2-404f-90dc-d4067048d7a2)[Media & Entertainment Data](https:\/\/aws.amazon.com\/marketplace\/b\/f71bc2f6-934a-4850-9241-30b113c75615?ref_=mp_nav_category_f71bc2f6-934a-4850-9241-30b113c75615)[Public Sector Data](https:\/\/aws.amazon.com\/marketplace\/b\/191dc787-401d-4f42-826f-ac99f06a4ac8?ref_=mp_nav_category_191dc787-401d-4f42-826f-ac99f06a4ac8)[Resources Data](https:\/\/aws.amazon.com\/marketplace\/b\/c64de7d5-83da-4b90-989a-9c99d2f5304c?ref_=mp_nav_category_c64de7d5-83da-4b90-989a-9c99d2f5304c)[Retail, Location & Marketing Data](https:\/\/aws.amazon.com\/marketplace\/b\/2d1c8868-2642-4741-af5d-9ced77da7024?ref_=mp_nav_category_2d1c8868-2642-4741-af5d-9ced77da7024)[Telecommunications Data](https:\/\/aws.amazon.com\/marketplace\/b\/7c5cc6e7-7142-4cd2-9b50-805731dcbdab?ref_=mp_nav_category_7c5cc6e7-7142-4cd2-9b50-805731dcbdab)\n\n[DevOps](https:\/\/aws.amazon.com\/marketplace\/b\/2560df6f-b99a-4899-8421-07dbaa1aa9d2?ref_=mp_nav_category_2560df6f-b99a-4899-8421-07dbaa1aa9d2)[Agile Lifecycle Management](https:\/\/aws.amazon.com\/marketplace\/b\/a2286988-a876-4c55-b346-52a7a67ef18f?ref_=mp_nav_category_a2286988-a876-4c55-b346-52a7a67ef18f)[Application Development](https:\/\/aws.amazon.com\/marketplace\/b\/3c015f8c-b83c-4b7d-a544-29e87950c267?ref_=mp_nav_category_3c015f8c-b83c-4b7d-a544-29e87950c267)[Application Servers](https:\/\/aws.amazon.com\/marketplace\/b\/d5921967-1aed-46b5-a08e-e3d6babee4ae?ref_=mp_nav_category_d5921967-1aed-46b5-a08e-e3d6babee4ae)[Application Stacks](https:\/\/aws.amazon.com\/marketplace\/b\/ac135c44-ad53-4780-bf2b-e33925affa50?ref_=mp_nav_category_ac135c44-ad53-4780-bf2b-e33925affa50)[Continuous Integration and Continuous Delivery](https:\/\/aws.amazon.com\/marketplace\/b\/e13d1819-2dc9-4b5d-a1e7-014cc10f7984?ref_=mp_nav_category_e13d1819-2dc9-4b5d-a1e7-014cc10f7984)[Infrastructure as Code](https:\/\/aws.amazon.com\/marketplace\/b\/f3a4f5ce-3983-4611-ac6e-5c468e84a025?ref_=mp_nav_category_f3a4f5ce-3983-4611-ac6e-5c468e84a025)[Issue & Bug Tracking](https:\/\/aws.amazon.com\/marketplace\/b\/67508d7c-a1de-4cdc-94c7-b4c0a1545928?ref_=mp_nav_category_67508d7c-a1de-4cdc-94c7-b4c0a1545928)[Log Analysis](https:\/\/aws.amazon.com\/marketplace\/b\/68b775e3-c2c6-4a1c-95db-d74e36efe2b9?ref_=mp_nav_category_68b775e3-c2c6-4a1c-95db-d74e36efe2b9)[Monitoring](https:\/\/aws.amazon.com\/marketplace\/b\/45c68cc2-ccd6-426b-94bd-92a791004dc2?ref_=mp_nav_category_45c68cc2-ccd6-426b-94bd-92a791004dc2)[Source Control](https:\/\/aws.amazon.com\/marketplace\/b\/9fd3f24d-335a-40e2-b366-39ca52ae22b1?ref_=mp_nav_category_9fd3f24d-335a-40e2-b366-39ca52ae22b1)[Testing](https:\/\/aws.amazon.com\/marketplace\/b\/b1cf3403-729a-4df1-908d-51105b3574a3?ref_=mp_nav_category_b1cf3403-729a-4df1-908d-51105b3574a3)\n\n[Industries](https:\/\/aws.amazon.com\/marketplace\/b\/48bf064f-9812-41a8-95c2-4078962a8314?ref_=mp_nav_category_48bf064f-9812-41a8-95c2-4078962a8314)[Automotive](https:\/\/aws.amazon.com\/marketplace\/b\/a6d3777c-a5d7-4ae6-abcf-0b7bafe112fe?ref_=mp_nav_category_a6d3777c-a5d7-4ae6-abcf-0b7bafe112fe)[Education & Research](https:\/\/aws.amazon.com\/marketplace\/b\/e1e8f19d-319e-40f1-9ae3-fdfd3ecae002?ref_=mp_nav_category_e1e8f19d-319e-40f1-9ae3-fdfd3ecae002)[Energy](https:\/\/aws.amazon.com\/marketplace\/b\/51b09426-e8bc-4140-9fa5-16a388181e81?ref_=mp_nav_category_51b09426-e8bc-4140-9fa5-16a388181e81)[Financial Services](https:\/\/aws.amazon.com\/marketplace\/b\/0831c108-5642-4ce7-8df4-026738902f8d?ref_=mp_nav_category_0831c108-5642-4ce7-8df4-026738902f8d)[Healthcare & Life Sciences](https:\/\/aws.amazon.com\/marketplace\/b\/9068362c-23da-4a02-b090-51ae4b4ca8b2?ref_=mp_nav_category_9068362c-23da-4a02-b090-51ae4b4ca8b2)[Industrial](https:\/\/aws.amazon.com\/marketplace\/b\/1a0a6c20-35fb-4006-a67c-d9bdde3de86f?ref_=mp_nav_category_1a0a6c20-35fb-4006-a67c-d9bdde3de86f)[Media & Entertainment](https:\/\/aws.amazon.com\/marketplace\/b\/b581c077-705f-4614-86dc-69f725cbcf88?ref_=mp_nav_category_b581c077-705f-4614-86dc-69f725cbcf88)\n\n[Infrastructure Software](https:\/\/aws.amazon.com\/marketplace\/b\/579164ab-a400-4924-9c9c-590e45580b7d?ref_=mp_nav_category_579164ab-a400-4924-9c9c-590e45580b7d)[Backup & Recovery](https:\/\/aws.amazon.com\/marketplace\/b\/388e0eec-370f-4c12-9f92-1bb2193509d3?ref_=mp_nav_category_388e0eec-370f-4c12-9f92-1bb2193509d3)[Data Analytics](https:\/\/aws.amazon.com\/marketplace\/b\/adb29c06-d13c-4cfa-a2c3-944475c7e1bd?ref_=mp_nav_category_adb29c06-d13c-4cfa-a2c3-944475c7e1bd)[High Performance Computing](https:\/\/aws.amazon.com\/marketplace\/b\/27afd715-09cc-496c-82ea-1cd86222d8cb?ref_=mp_nav_category_27afd715-09cc-496c-82ea-1cd86222d8cb)[Migration](https:\/\/aws.amazon.com\/marketplace\/b\/cb276aab-7d95-4eaf-a498-41b34b52ad63?ref_=mp_nav_category_cb276aab-7d95-4eaf-a498-41b34b52ad63)[Network Infrastructure](https:\/\/aws.amazon.com\/marketplace\/b\/3141913d-a073-4452-8473-843f58081505?ref_=mp_nav_category_3141913d-a073-4452-8473-843f58081505)[Operating Systems](https:\/\/aws.amazon.com\/marketplace\/b\/c3bc6a75-0c3a-46ce-8fdd-498b6fd88577?ref_=mp_nav_category_c3bc6a75-0c3a-46ce-8fdd-498b6fd88577)[Security](https:\/\/aws.amazon.com\/marketplace\/b\/0625e4fd-88dd-4dd9-9e57-4a0461f97fb4?ref_=mp_nav_category_0625e4fd-88dd-4dd9-9e57-4a0461f97fb4)[Storage](https:\/\/aws.amazon.com\/marketplace\/b\/c3ca69e4-f90c-4159-abc2-4c176dd2b802?ref_=mp_nav_category_c3ca69e4-f90c-4159-abc2-4c176dd2b802)\n\n[IoT](https:\/\/aws.amazon.com\/marketplace\/b\/96c2cd16-fe69-4b18-99cc-e016c61e820c?ref_=mp_nav_category_96c2cd16-fe69-4b18-99cc-e016c61e820c)[Analytics](https:\/\/aws.amazon.com\/marketplace\/b\/34244ca3-319a-4a46-b747-636fd0a3dc7a?ref_=mp_nav_category_34244ca3-319a-4a46-b747-636fd0a3dc7a)[Applications](https:\/\/aws.amazon.com\/marketplace\/b\/e4cb435b-d605-4bb2-9f40-b47335f23bbe?ref_=mp_nav_category_e4cb435b-d605-4bb2-9f40-b47335f23bbe)[Device Connectivity](https:\/\/aws.amazon.com\/marketplace\/b\/4010f3a3-3f65-4396-9e48-1e6dc1893079?ref_=mp_nav_category_4010f3a3-3f65-4396-9e48-1e6dc1893079)[Device Management](https:\/\/aws.amazon.com\/marketplace\/b\/f0e40e54-4ae4-4ba3-8ab3-a41793be8b8c?ref_=mp_nav_category_f0e40e54-4ae4-4ba3-8ab3-a41793be8b8c)[Device Security](https:\/\/aws.amazon.com\/marketplace\/b\/1c8040d7-fd09-424b-8ee8-3a733c77db7f?ref_=mp_nav_category_1c8040d7-fd09-424b-8ee8-3a733c77db7f)[Industrial IoT](https:\/\/aws.amazon.com\/marketplace\/b\/e333bce9-cb63-46b3-a2d5-3cd592e951e3?ref_=mp_nav_category_e333bce9-cb63-46b3-a2d5-3cd592e951e3)[Smart Home & City](https:\/\/aws.amazon.com\/marketplace\/b\/c7edb79f-3f18-4e4d-9798-690c9521eae2?ref_=mp_nav_category_c7edb79f-3f18-4e4d-9798-690c9521eae2)\n\n[Machine Learning](https:\/\/aws.amazon.com\/marketplace\/b\/c3714653-8485-4e34-b35b-82c2203e81c1?ref_=mp_nav_category_c3714653-8485-4e34-b35b-82c2203e81c1)[Audio](https:\/\/aws.amazon.com\/marketplace\/b\/cbac9ca0-b219-4ed3-aed3-94edca428e95?ref_=mp_nav_category_cbac9ca0-b219-4ed3-aed3-94edca428e95)[Computer Vision](https:\/\/aws.amazon.com\/marketplace\/b\/e9008568-95af-4844-9f19-d88e7588b640?ref_=mp_nav_category_e9008568-95af-4844-9f19-d88e7588b640)[Data Labeling Services](https:\/\/aws.amazon.com\/marketplace\/b\/83fb9ade-65b6-45bc-bd9d-0a3db0b6994c?ref_=mp_nav_category_83fb9ade-65b6-45bc-bd9d-0a3db0b6994c)[Generative AI](https:\/\/aws.amazon.com\/marketplace\/b\/f18b0260-a963-4c5d-bd1b-eb3e896fb851?ref_=mp_nav_category_f18b0260-a963-4c5d-bd1b-eb3e896fb851)[Human Review Services](https:\/\/aws.amazon.com\/marketplace\/b\/780dc385-682c-4273-95c6-ccb1e2ee1b8e?ref_=mp_nav_category_780dc385-682c-4273-95c6-ccb1e2ee1b8e)[Image](https:\/\/aws.amazon.com\/marketplace\/b\/57d5198d-5f59-483b-b131-76344c13279f?ref_=mp_nav_category_57d5198d-5f59-483b-b131-76344c13279f)[Intelligent Automation](https:\/\/aws.amazon.com\/marketplace\/b\/ac7101f1-7bf7-4568-8ff0-b7cb3fbfe8b7?ref_=mp_nav_category_ac7101f1-7bf7-4568-8ff0-b7cb3fbfe8b7)[ML Solutions](https:\/\/aws.amazon.com\/marketplace\/b\/1498a805-6c11-461e-9424-d766aea336ca?ref_=mp_nav_category_1498a805-6c11-461e-9424-d766aea336ca)[Natural Language Processing](https:\/\/aws.amazon.com\/marketplace\/b\/57003bb6-9ad2-4c4e-89df-018b56a5af17?ref_=mp_nav_category_57003bb6-9ad2-4c4e-89df-018b56a5af17)[Speech Recognition](https:\/\/aws.amazon.com\/marketplace\/b\/331ebce0-5228-4699-b228-304faf650dbd?ref_=mp_nav_category_331ebce0-5228-4699-b228-304faf650dbd)[Structured](https:\/\/aws.amazon.com\/marketplace\/b\/7019091a-4fc7-4b7c-81cf-23df8cfdb641?ref_=mp_nav_category_7019091a-4fc7-4b7c-81cf-23df8cfdb641)[Text](https:\/\/aws.amazon.com\/marketplace\/b\/aae88549-7679-4532-b83b-eb6355092084?ref_=mp_nav_category_aae88549-7679-4532-b83b-eb6355092084)[Video](https:\/\/aws.amazon.com\/marketplace\/b\/e6ec25f7-0536-4983-9e0f-0d1da1da9772?ref_=mp_nav_category_e6ec25f7-0536-4983-9e0f-0d1da1da9772)\n\n[Professional Services](https:\/\/aws.amazon.com\/marketplace\/b\/ba3a2bf7-795d-4d9f-83fc-6166fa98780d?ref_=mp_nav_category_ba3a2bf7-795d-4d9f-83fc-6166fa98780d)[Assessments](https:\/\/aws.amazon.com\/marketplace\/b\/6f17dccf-d4cc-4cc6-8c65-5395145d76f9?ref_=mp_nav_category_6f17dccf-d4cc-4cc6-8c65-5395145d76f9)[Implementation](https:\/\/aws.amazon.com\/marketplace\/b\/30ff4395-296a-440a-b9d6-f5eddb16e347?ref_=mp_nav_category_30ff4395-296a-440a-b9d6-f5eddb16e347)[Managed Services](https:\/\/aws.amazon.com\/marketplace\/b\/7a7aba4d-7766-4f38-abd8-603a95afe9f1?ref_=mp_nav_category_7a7aba4d-7766-4f38-abd8-603a95afe9f1)[Premium Support](https:\/\/aws.amazon.com\/marketplace\/b\/89964c19-e8d0-4420-bb9b-ac5998f89dad?ref_=mp_nav_category_89964c19-e8d0-4420-bb9b-ac5998f89dad)[Training](https:\/\/aws.amazon.com\/marketplace\/b\/fd9ea9c0-009a-407f-a174-8a963d17b20d?ref_=mp_nav_category_fd9ea9c0-009a-407f-a174-8a963d17b20d)\n\n[Resources](https:\/\/aws.amazon.com\/mp\/resources-hub?ref_=mp_nav_rs_all)[Analyst 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3. Robots.txt Check

Query:

Response:

4. Spam/Ban Check

Query:

Response:

5. Seen Status Check

ℹ️ Skipped - page is already crawled

🚫

NOT INDEXABLE

✅

CRAWLED

10 months ago

🤖

ROBOTS ALLOWED

Page Info Filters

Filter	Status	Condition	Details
HTTP status	PASS	`download_http_code = 200`	HTTP 200
Age cutoff	PASS	`download_stamp > now() - 6 MONTH`	10.3 months ago (distributed domain, exempt)
History drop	FAIL	`isNull(history_drop_reason)`	tooold
Spam/ban	PASS	`fh_dont_index != 1 AND ml_spam_score = 0`	ml_spam_score=0
Canonical	PASS	`meta_canonical IS NULL OR = '' OR = src_unparsed`	Not set

Page Details

Property	Value
URL	https://aws.amazon.com/marketplace/pp/prodview-qwvtstd6ihv5g
Last Crawled	2025-06-06 00:31:15 (10 months ago)
First Indexed	2024-07-17 19:27:56 (1 year ago)
HTTP Status Code	200
Meta Title	AWS Marketplace: Donald Trump's Approval Ratings \| FiveThirtyEight
Meta Description	null
Meta Canonical	null
Boilerpipe Text	The source code outlining how this product gathers, transforms, revises and publishes its datasets is available at https://github.com/rearc-data/fivethirtyeight-trump-approval-ratings . Main Overview This release contains information on U.S. President Donald Trump's approval rating. One file contains information on President Trump's job approval ratings(approval_polllist.csv) with data such as grades, polls, sample size, pollster, etc. Another file(approval_topline.csv) contains information on a trendline for the approval ratings with information such as approve estimate, approve high, disapprove estimate, disapprove high, etc. The included data is provided by FiveThirtyEight, which contains data on various relevant topics such as politics, sports, science, polls and more. If you are interested in learning more or want to explore other datasets created and maintained by FiveThirtyEight, visit the FiveThirtyEight homepage . Data Source This resource is presented in the CSV format for all data files and contains a Read Me for more information. More Information Contact Details If you find any issues with or have enhancement ideas for this product, open up a GitHub issue and we will gladly take a look at it. Better yet, submit a pull request. Any contributions you make are greatly appreciated ❤️. If you are looking for specific open datasets currently not available on ADX, please submit a request on our project board here . If you have questions about the source data, please contact FiveThirtyEight at contact@fivethirtyeight.com If you have any other questions or feedback, send us an email at data@rearc.io. About Rearc Rearc is a cloud, software and services company. We believe that empowering engineers drives innovation. Cloud-native architectures, modern software and data practices, and the ability to safely experiment can enable engineers to realize their full potential. We have partnered with several enterprises and startups to help them achieve agility. Our approach is simple — empower engineers with the best tools possible to make an impact within their industry.
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Donald Trump's approval rating. One file contains information on President Trump's job approval ratings(approval\_polllist.csv) with data such as grades, polls, sample size, pollster, etc. Another file(approval\_topline.csv) contains information on a trendline for the approval ratings with information such as approve estimate, approve high, disapprove estimate, disapprove high, etc. Continue to subscribe - Product offers - Overview - Data sets - Usage - Support ## Product offers The following offers are available for this product. Choose an offer to view the pricing and access duration options for the offer. Select an offer and continue to subscribe. Your subscription begins on the date that your request is approved by the provider. Additional taxes or fees might apply. ## Public offer Payment schedule: Upfront payment \\| Offer auto-renewal: Supported \$0 for 12 months ## Overview The source code outlining how this product gathers, transforms, revises and publishes its datasets is available at [https://github.com/rearc-data/fivethirtyeight-trump-approval-ratings](https://github.com/rearc-data/fivethirtyeight-trump-approval-ratings). ### Main Overview This release contains information on U.S. President Donald Trump's approval rating. One file contains information on President Trump's job approval ratings(approval\_polllist.csv) with data such as grades, polls, sample size, pollster, etc. Another file(approval\_topline.csv) contains information on a trendline for the approval ratings with information such as approve estimate, approve high, disapprove estimate, disapprove high, etc. The included data is provided by FiveThirtyEight, which contains data on various relevant topics such as politics, sports, science, polls and more. If you are interested in learning more or want to explore other datasets created and maintained by FiveThirtyEight, visit the [FiveThirtyEight homepage](https://fivethirtyeight.com/). ##### Data Source This resource is presented in the CSV format for all data files and contains a Read Me for more information. ### More Information - Source: [FiveThirtyEight](https://projects.fivethirtyeight.com/trump-approval-ratings/) - [FiveThirtyEight Data](https://data.fivethirtyeight.com/) - [FiveThirtyEight Homepage](https://fivethirtyeight.com/) - [Terms of Use](https://creativecommons.org/licenses/by/4.0/) - Frequency: Daily - Formats: CSV ### Contact Details - If you find any issues with or have enhancement ideas for this product, open up a GitHub [issue](https://github.com/rearc-data/fivethirtyeight-trump-approval-ratings/issues) and we will gladly take a look at it. Better yet, submit a pull request. Any contributions you make are greatly appreciated ❤️. - If you are looking for specific open datasets currently not available on ADX, please submit a request on our project board [here](https://github.com/rearc-data/covid-datasets-aws-data-exchange/projects/1) . - If you have questions about the source data, please contact FiveThirtyEight at contact@fivethirtyeight.com - If you have any other questions or feedback, send us an email at data@rearc.io. ### About Rearc Rearc is a cloud, software and services company. We believe that empowering engineers drives innovation. Cloud-native architectures, modern software and data practices, and the ability to safely experiment can enable engineers to realize their full potential. We have partnered with several enterprises and startups to help them achieve agility. Our approach is simple — empower engineers with the best tools possible to make an impact within their industry. Provided By [Rearc](https://aws.amazon.com/marketplace/seller-profile?id=a8a86da2-b2d1-4fae-992d-03494e90590b) Fulfillment Method AWS Data Exchange Deployed on AWS Yes ## Data sets (1) You will receive access to the following data sets Revision access rules All historical revisions \\| All future revisions \| Name \| Type \| Data dictionary \| AWS Region \| \|---\|---\|---\|---\| \| Donald Trump's Approval Ratings \\| FiveThirtyEight \| Amazon S3 object data set \| Not included \| US East (N. Virginia) \| ## Usage information By subscribing to this product, you agree that your use of this product is subject to the provider's offer terms including pricing information and [Data Subscription Agreement](https://juntowaystonelambda-listingartif-agreementsbucket-42gbahpynfdg.s3.us-east-1.amazonaws.com/0e2e3c4b-5250-4bde-8cec-41636ac4c000.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEHgaCXVzLWVhc3QtMSJGMEQCIFDMTJA56LbX2fevoH0OSUdXe%2BIxlPDYNFSw0vzKfOgyAiAC8dvjKAh%2BP4v1xbzhU0HRyODmf6c%2F6MaTkuqqtBJTrirhAwhREAQaDDUxNjQ0ODE3MzExMiIMbjfE9c1EzEXYqdP7Kr4Dm%2BppwFczVL2SaGSdiG%2FqgvDlIbjVWP5s1P0j9i3Vwj1w2wC3y5Zo6SZhf5988mhD9s%2FbfpBNFAz3WBpJYf5Wo7jQ5jXjFZMhoIOXGEJc%2BLrt8xJul%2BOKq%2Bvp5jUHZo0T8LQS2Ikd3RuFIs%2FOtKClf%2BgP9DhYtqSpAViptExHV1dfAm1OP0X9avriyyNJr34Hhm49sSOyXnEAjy5g7y4AC76pM9U6Rm2HIuLMxPXvDbpPTs7IT64eQhO5XZbpdLmSVJ1%2B%2B4Z%2BnCq2h2%2BiCU7iF7xZaRrnYwlHOeKyhxggUskN6Rgfk4c5CUTmOUshavNzHoktm1bY4i5Mykv%2FKZMdsDlqSNMdKbcZZX9r695d7r4FGSYH%2F%2BgbQLX%2B9OGaWGJNnqjRNGFF8IovHUuGluZa%2BrkrcU5zSetsOhqDps0%2FZMW2oyd1j0ErpDDt4HG0mLiLUysLdMx9hxazYkvrNGJ992nNGqbcDwhazkYaVhw2h7gcq7%2BIJ2bXk2o3YEBCJaqtIR9gHFwbL9n2t7jMsDoLijuhuvuvaphmQBP9EN50jTUk0Tx2n9gJiir6%2FClr77BP9UGTRL9g5xhkvCTVWNEwxt2IwgY6ogHVtTfHMvu9kqtN07a3XPg3Cs%2Brx%2BUSnUp%2BGS9ksSNWLcK6ZIUdUgetfGV9phGR0JKQsNiuA9Zys6qa71hpuvFkWcAKF8CISv1Sn5M1%2BiNv8rpcZIyWimqJoDcptbKoRsUi2fIg0Nvu%2FTEN%2Bd%2BzRpS3xV%2Faq4A%2BoFv%2Bh7tmaycx7QBWbLwYP5B1Ioqefrmn2RzL9ltTFPtr2XHG%2BERCvkpF9R0%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20250606T003116Z&X-Amz-SignedHeaders=host&X-Amz-Expires=21599&X-Amz-Credential=ASIAXQPVVXQ4AOAGSFAU%2F20250606%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=fe86bcc4927ca03f2f8fcea02c564c10f1f7e3a35ee1c64a821afb0ad61b418c) . 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Management](https://aws.amazon.com/marketplace/b/e86dc38c-d34a-4e7f-8ef3-add8bb2bfb53?ref_=mp_nav_category_e86dc38c-d34a-4e7f-8ef3-add8bb2bfb53) [Cloud Operations](https://aws.amazon.com/marketplace/b/b619e7f9-0d0e-48a7-95d6-52245342af07?ref_=mp_nav_category_b619e7f9-0d0e-48a7-95d6-52245342af07)[Cloud Financial Management](https://aws.amazon.com/marketplace/b/5cb080c9-49ca-4ab6-bf1c-eac794bd9e92?ref_=mp_nav_category_5cb080c9-49ca-4ab6-bf1c-eac794bd9e92)[Cloud Governance](https://aws.amazon.com/marketplace/b/8e344344-82e7-4e05-b3a7-a627dbe3dfd8?ref_=mp_nav_category_8e344344-82e7-4e05-b3a7-a627dbe3dfd8) [Data Products](https://aws.amazon.com/marketplace/b/d5a43d97-558f-4be7-8543-cce265fe6d9d?ref_=mp_nav_category_d5a43d97-558f-4be7-8543-cce265fe6d9d)[Automotive Data](https://aws.amazon.com/marketplace/b/9a4d3c5f-470d-4f3c-bcce-de612001b652?ref_=mp_nav_category_9a4d3c5f-470d-4f3c-bcce-de612001b652)[Environmental Data](https://aws.amazon.com/marketplace/b/ffb6cf06-608c-4b14-a5a9-756f1ccd5725?ref_=mp_nav_category_ffb6cf06-608c-4b14-a5a9-756f1ccd5725)[Financial Services Data](https://aws.amazon.com/marketplace/b/87374d8c-7acc-49b2-bc45-1a6cb252a539?ref_=mp_nav_category_87374d8c-7acc-49b2-bc45-1a6cb252a539)[Gaming Data](https://aws.amazon.com/marketplace/b/41611951-f229-4dae-8e0d-5bb12ad28b5b?ref_=mp_nav_category_41611951-f229-4dae-8e0d-5bb12ad28b5b)[Healthcare & Life Sciences Data](https://aws.amazon.com/marketplace/b/ec21bae5-404b-4bac-825c-f7b0a2c713c4?ref_=mp_nav_category_ec21bae5-404b-4bac-825c-f7b0a2c713c4)[Manufacturing Data](https://aws.amazon.com/marketplace/b/309c57a4-8fb2-404f-90dc-d4067048d7a2?ref_=mp_nav_category_309c57a4-8fb2-404f-90dc-d4067048d7a2)[Media & Entertainment Data](https://aws.amazon.com/marketplace/b/f71bc2f6-934a-4850-9241-30b113c75615?ref_=mp_nav_category_f71bc2f6-934a-4850-9241-30b113c75615)[Public Sector Data](https://aws.amazon.com/marketplace/b/191dc787-401d-4f42-826f-ac99f06a4ac8?ref_=mp_nav_category_191dc787-401d-4f42-826f-ac99f06a4ac8)[Resources Data](https://aws.amazon.com/marketplace/b/c64de7d5-83da-4b90-989a-9c99d2f5304c?ref_=mp_nav_category_c64de7d5-83da-4b90-989a-9c99d2f5304c)[Retail, Location & Marketing Data](https://aws.amazon.com/marketplace/b/2d1c8868-2642-4741-af5d-9ced77da7024?ref_=mp_nav_category_2d1c8868-2642-4741-af5d-9ced77da7024)[Telecommunications Data](https://aws.amazon.com/marketplace/b/7c5cc6e7-7142-4cd2-9b50-805731dcbdab?ref_=mp_nav_category_7c5cc6e7-7142-4cd2-9b50-805731dcbdab) [DevOps](https://aws.amazon.com/marketplace/b/2560df6f-b99a-4899-8421-07dbaa1aa9d2?ref_=mp_nav_category_2560df6f-b99a-4899-8421-07dbaa1aa9d2)[Agile Lifecycle Management](https://aws.amazon.com/marketplace/b/a2286988-a876-4c55-b346-52a7a67ef18f?ref_=mp_nav_category_a2286988-a876-4c55-b346-52a7a67ef18f)[Application Development](https://aws.amazon.com/marketplace/b/3c015f8c-b83c-4b7d-a544-29e87950c267?ref_=mp_nav_category_3c015f8c-b83c-4b7d-a544-29e87950c267)[Application Servers](https://aws.amazon.com/marketplace/b/d5921967-1aed-46b5-a08e-e3d6babee4ae?ref_=mp_nav_category_d5921967-1aed-46b5-a08e-e3d6babee4ae)[Application Stacks](https://aws.amazon.com/marketplace/b/ac135c44-ad53-4780-bf2b-e33925affa50?ref_=mp_nav_category_ac135c44-ad53-4780-bf2b-e33925affa50)[Continuous Integration and Continuous Delivery](https://aws.amazon.com/marketplace/b/e13d1819-2dc9-4b5d-a1e7-014cc10f7984?ref_=mp_nav_category_e13d1819-2dc9-4b5d-a1e7-014cc10f7984)[Infrastructure as Code](https://aws.amazon.com/marketplace/b/f3a4f5ce-3983-4611-ac6e-5c468e84a025?ref_=mp_nav_category_f3a4f5ce-3983-4611-ac6e-5c468e84a025)[Issue & Bug Tracking](https://aws.amazon.com/marketplace/b/67508d7c-a1de-4cdc-94c7-b4c0a1545928?ref_=mp_nav_category_67508d7c-a1de-4cdc-94c7-b4c0a1545928)[Log Analysis](https://aws.amazon.com/marketplace/b/68b775e3-c2c6-4a1c-95db-d74e36efe2b9?ref_=mp_nav_category_68b775e3-c2c6-4a1c-95db-d74e36efe2b9)[Monitoring](https://aws.amazon.com/marketplace/b/45c68cc2-ccd6-426b-94bd-92a791004dc2?ref_=mp_nav_category_45c68cc2-ccd6-426b-94bd-92a791004dc2)[Source Control](https://aws.amazon.com/marketplace/b/9fd3f24d-335a-40e2-b366-39ca52ae22b1?ref_=mp_nav_category_9fd3f24d-335a-40e2-b366-39ca52ae22b1)[Testing](https://aws.amazon.com/marketplace/b/b1cf3403-729a-4df1-908d-51105b3574a3?ref_=mp_nav_category_b1cf3403-729a-4df1-908d-51105b3574a3) [Industries](https://aws.amazon.com/marketplace/b/48bf064f-9812-41a8-95c2-4078962a8314?ref_=mp_nav_category_48bf064f-9812-41a8-95c2-4078962a8314)[Automotive](https://aws.amazon.com/marketplace/b/a6d3777c-a5d7-4ae6-abcf-0b7bafe112fe?ref_=mp_nav_category_a6d3777c-a5d7-4ae6-abcf-0b7bafe112fe)[Education & Research](https://aws.amazon.com/marketplace/b/e1e8f19d-319e-40f1-9ae3-fdfd3ecae002?ref_=mp_nav_category_e1e8f19d-319e-40f1-9ae3-fdfd3ecae002)[Energy](https://aws.amazon.com/marketplace/b/51b09426-e8bc-4140-9fa5-16a388181e81?ref_=mp_nav_category_51b09426-e8bc-4140-9fa5-16a388181e81)[Financial Services](https://aws.amazon.com/marketplace/b/0831c108-5642-4ce7-8df4-026738902f8d?ref_=mp_nav_category_0831c108-5642-4ce7-8df4-026738902f8d)[Healthcare & Life Sciences](https://aws.amazon.com/marketplace/b/9068362c-23da-4a02-b090-51ae4b4ca8b2?ref_=mp_nav_category_9068362c-23da-4a02-b090-51ae4b4ca8b2)[Industrial](https://aws.amazon.com/marketplace/b/1a0a6c20-35fb-4006-a67c-d9bdde3de86f?ref_=mp_nav_category_1a0a6c20-35fb-4006-a67c-d9bdde3de86f)[Media & Entertainment](https://aws.amazon.com/marketplace/b/b581c077-705f-4614-86dc-69f725cbcf88?ref_=mp_nav_category_b581c077-705f-4614-86dc-69f725cbcf88) [Infrastructure Software](https://aws.amazon.com/marketplace/b/579164ab-a400-4924-9c9c-590e45580b7d?ref_=mp_nav_category_579164ab-a400-4924-9c9c-590e45580b7d)[Backup & Recovery](https://aws.amazon.com/marketplace/b/388e0eec-370f-4c12-9f92-1bb2193509d3?ref_=mp_nav_category_388e0eec-370f-4c12-9f92-1bb2193509d3)[Data Analytics](https://aws.amazon.com/marketplace/b/adb29c06-d13c-4cfa-a2c3-944475c7e1bd?ref_=mp_nav_category_adb29c06-d13c-4cfa-a2c3-944475c7e1bd)[High Performance Computing](https://aws.amazon.com/marketplace/b/27afd715-09cc-496c-82ea-1cd86222d8cb?ref_=mp_nav_category_27afd715-09cc-496c-82ea-1cd86222d8cb)[Migration](https://aws.amazon.com/marketplace/b/cb276aab-7d95-4eaf-a498-41b34b52ad63?ref_=mp_nav_category_cb276aab-7d95-4eaf-a498-41b34b52ad63)[Network Infrastructure](https://aws.amazon.com/marketplace/b/3141913d-a073-4452-8473-843f58081505?ref_=mp_nav_category_3141913d-a073-4452-8473-843f58081505)[Operating Systems](https://aws.amazon.com/marketplace/b/c3bc6a75-0c3a-46ce-8fdd-498b6fd88577?ref_=mp_nav_category_c3bc6a75-0c3a-46ce-8fdd-498b6fd88577)[Security](https://aws.amazon.com/marketplace/b/0625e4fd-88dd-4dd9-9e57-4a0461f97fb4?ref_=mp_nav_category_0625e4fd-88dd-4dd9-9e57-4a0461f97fb4)[Storage](https://aws.amazon.com/marketplace/b/c3ca69e4-f90c-4159-abc2-4c176dd2b802?ref_=mp_nav_category_c3ca69e4-f90c-4159-abc2-4c176dd2b802) [IoT](https://aws.amazon.com/marketplace/b/96c2cd16-fe69-4b18-99cc-e016c61e820c?ref_=mp_nav_category_96c2cd16-fe69-4b18-99cc-e016c61e820c)[Analytics](https://aws.amazon.com/marketplace/b/34244ca3-319a-4a46-b747-636fd0a3dc7a?ref_=mp_nav_category_34244ca3-319a-4a46-b747-636fd0a3dc7a)[Applications](https://aws.amazon.com/marketplace/b/e4cb435b-d605-4bb2-9f40-b47335f23bbe?ref_=mp_nav_category_e4cb435b-d605-4bb2-9f40-b47335f23bbe)[Device Connectivity](https://aws.amazon.com/marketplace/b/4010f3a3-3f65-4396-9e48-1e6dc1893079?ref_=mp_nav_category_4010f3a3-3f65-4396-9e48-1e6dc1893079)[Device Management](https://aws.amazon.com/marketplace/b/f0e40e54-4ae4-4ba3-8ab3-a41793be8b8c?ref_=mp_nav_category_f0e40e54-4ae4-4ba3-8ab3-a41793be8b8c)[Device Security](https://aws.amazon.com/marketplace/b/1c8040d7-fd09-424b-8ee8-3a733c77db7f?ref_=mp_nav_category_1c8040d7-fd09-424b-8ee8-3a733c77db7f)[Industrial IoT](https://aws.amazon.com/marketplace/b/e333bce9-cb63-46b3-a2d5-3cd592e951e3?ref_=mp_nav_category_e333bce9-cb63-46b3-a2d5-3cd592e951e3)[Smart Home & City](https://aws.amazon.com/marketplace/b/c7edb79f-3f18-4e4d-9798-690c9521eae2?ref_=mp_nav_category_c7edb79f-3f18-4e4d-9798-690c9521eae2) [Machine Learning](https://aws.amazon.com/marketplace/b/c3714653-8485-4e34-b35b-82c2203e81c1?ref_=mp_nav_category_c3714653-8485-4e34-b35b-82c2203e81c1)[Audio](https://aws.amazon.com/marketplace/b/cbac9ca0-b219-4ed3-aed3-94edca428e95?ref_=mp_nav_category_cbac9ca0-b219-4ed3-aed3-94edca428e95)[Computer Vision](https://aws.amazon.com/marketplace/b/e9008568-95af-4844-9f19-d88e7588b640?ref_=mp_nav_category_e9008568-95af-4844-9f19-d88e7588b640)[Data Labeling Services](https://aws.amazon.com/marketplace/b/83fb9ade-65b6-45bc-bd9d-0a3db0b6994c?ref_=mp_nav_category_83fb9ade-65b6-45bc-bd9d-0a3db0b6994c)[Generative AI](https://aws.amazon.com/marketplace/b/f18b0260-a963-4c5d-bd1b-eb3e896fb851?ref_=mp_nav_category_f18b0260-a963-4c5d-bd1b-eb3e896fb851)[Human Review Services](https://aws.amazon.com/marketplace/b/780dc385-682c-4273-95c6-ccb1e2ee1b8e?ref_=mp_nav_category_780dc385-682c-4273-95c6-ccb1e2ee1b8e)[Image](https://aws.amazon.com/marketplace/b/57d5198d-5f59-483b-b131-76344c13279f?ref_=mp_nav_category_57d5198d-5f59-483b-b131-76344c13279f)[Intelligent Automation](https://aws.amazon.com/marketplace/b/ac7101f1-7bf7-4568-8ff0-b7cb3fbfe8b7?ref_=mp_nav_category_ac7101f1-7bf7-4568-8ff0-b7cb3fbfe8b7)[ML Solutions](https://aws.amazon.com/marketplace/b/1498a805-6c11-461e-9424-d766aea336ca?ref_=mp_nav_category_1498a805-6c11-461e-9424-d766aea336ca)[Natural Language Processing](https://aws.amazon.com/marketplace/b/57003bb6-9ad2-4c4e-89df-018b56a5af17?ref_=mp_nav_category_57003bb6-9ad2-4c4e-89df-018b56a5af17)[Speech Recognition](https://aws.amazon.com/marketplace/b/331ebce0-5228-4699-b228-304faf650dbd?ref_=mp_nav_category_331ebce0-5228-4699-b228-304faf650dbd)[Structured](https://aws.amazon.com/marketplace/b/7019091a-4fc7-4b7c-81cf-23df8cfdb641?ref_=mp_nav_category_7019091a-4fc7-4b7c-81cf-23df8cfdb641)[Text](https://aws.amazon.com/marketplace/b/aae88549-7679-4532-b83b-eb6355092084?ref_=mp_nav_category_aae88549-7679-4532-b83b-eb6355092084)[Video](https://aws.amazon.com/marketplace/b/e6ec25f7-0536-4983-9e0f-0d1da1da9772?ref_=mp_nav_category_e6ec25f7-0536-4983-9e0f-0d1da1da9772) [Professional Services](https://aws.amazon.com/marketplace/b/ba3a2bf7-795d-4d9f-83fc-6166fa98780d?ref_=mp_nav_category_ba3a2bf7-795d-4d9f-83fc-6166fa98780d)[Assessments](https://aws.amazon.com/marketplace/b/6f17dccf-d4cc-4cc6-8c65-5395145d76f9?ref_=mp_nav_category_6f17dccf-d4cc-4cc6-8c65-5395145d76f9)[Implementation](https://aws.amazon.com/marketplace/b/30ff4395-296a-440a-b9d6-f5eddb16e347?ref_=mp_nav_category_30ff4395-296a-440a-b9d6-f5eddb16e347)[Managed Services](https://aws.amazon.com/marketplace/b/7a7aba4d-7766-4f38-abd8-603a95afe9f1?ref_=mp_nav_category_7a7aba4d-7766-4f38-abd8-603a95afe9f1)[Premium Support](https://aws.amazon.com/marketplace/b/89964c19-e8d0-4420-bb9b-ac5998f89dad?ref_=mp_nav_category_89964c19-e8d0-4420-bb9b-ac5998f89dad)[Training](https://aws.amazon.com/marketplace/b/fd9ea9c0-009a-407f-a174-8a963d17b20d?ref_=mp_nav_category_fd9ea9c0-009a-407f-a174-8a963d17b20d) [Resources](https://aws.amazon.com/mp/resources-hub?ref_=mp_nav_rs_all)[Analyst 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