├── .github └── FUNDING.yml ├── LICENSE ├── README.md ├── config.yaml ├── examples ├── fb_ads.csv ├── fb_ads_demos.csv └── fb_ads_regions.csv ├── fb_ad_lib_scraper.py └── requirements.txt /.github/FUNDING.yml: -------------------------------------------------------------------------------- 1 | # These are supported funding model platforms 2 | 3 | github: minimaxir # Replace with up to 4 GitHub Sponsors-enabled usernames e.g., [user1, user2] 4 | patreon: minimaxir # Replace with a single Patreon username 5 | open_collective: # Replace with a single Open Collective username 6 | ko_fi: # Replace with a single Ko-fi username 7 | tidelift: # Replace with a single Tidelift platform-name/package-name e.g., npm/babel 8 | community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry 9 | liberapay: # Replace with a single Liberapay username 10 | issuehunt: # Replace with a single IssueHunt username 11 | otechie: # Replace with a single Otechie username 12 | custom: # Replace with up to 4 custom sponsorship URLs e.g., ['link1', 'link2'] 13 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2019 Max Woolf 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # facebook-ad-library-scraper 2 | 3 | A Python scraper for the Facebook Ad Library, using the official [Facebook Ad Library API](https://www.facebook.com/ads/library/api/). This tool will **ONLY** work for users who have been approved for access to the API via Facebook. This scraper also performs cleaning to make the data easier to analyze and work around very strange data encoding decisions (e.g. the script will impute 0 for missing demographics and regions) 4 | 5 | The intent of this tool is to help surface adversarial political advertisements on Facebook in light of Facebook's current stances on political ads (currently, Facebook has only opened up the API to support retrieving `POLITICAL_AND_ISSUE_ADS`). It should *only* be used for research and analysis, not for monetary gain. This tool follows the Terms of Use outlined on the API page and does not attempt to circumvent API limitations. 6 | 7 | Analysis of the retrieved data is up to the user. 8 | 9 | ## Usage 10 | 11 | In order to use the API, you need to gain access to the Facebook Ads Library API at https://www.facebook.com/ID and confirm your identity for `Running Ads About Social Issues, Elections or Politics`, which involves receiving a letter w/ a code at your US address and sending picture identification to Facebook. 12 | 13 | If you have done so, install the Python package requirements via `pip`: 14 | 15 | ```sh 16 | pip3 install requests tqdm 17 | ``` 18 | 19 | You configure the rest of the script via `config.yaml`. Go to https://developers.facebook.com/tools/explorer/ to get a User Access Token, and fill it in with your token (it normally expires after a few hours but you can extend it to a 2 month token via the [Access Token Debugger](https://developers.facebook.com/tools/debug/accesstoken/)). Change other parameters as necessary. 20 | 21 | You can run the scraper script via: 22 | 23 | ```sh 24 | python3 fb_ad_lib_scraper.py 25 | ``` 26 | 27 | ## Outputs 28 | 29 | This script outputs three CSV files in an ideal format to be analyzed with Excel/Python/R: 30 | 31 | * `fb_ads.csv`: The raw ads and their metadata. 32 | * `fb_ads_demos.csv`: The unnested demographic distributions of people reached by ads, which can be mapped to `fb_ads.csv` via the `ad_id` field. 33 | * `fb_ads_regions.csv`: The unnested region distributions of people reached by ads, which can be mapped to `fb_ads.csv` via the `ad_id` field. 34 | 35 | You can view an example of the three CSV files resulting from 100 ads by querying `aoc`, in the `examples` folder. 36 | 37 | ## Maintainer/Creator 38 | 39 | Max Woolf ([@minimaxir](https://minimaxir.com)) 40 | 41 | *Max's open-source projects are supported by his [Patreon](https://www.patreon.com/minimaxir) and [GitHub Sponsors](https://github.com/sponsors/minimaxir). If you found this project helpful, any monetary contributions to the Patreon are appreciated and will be put to good creative use.* 42 | 43 | ## License 44 | 45 | MIT 46 | -------------------------------------------------------------------------------- /config.yaml: -------------------------------------------------------------------------------- 1 | # This access_token is a User access token w/ permission to access API 2 | access_token: 3 | 4 | page_total: 100 # Should be a maximum of 1,000 5 | search_total: 100 # You can query a maximum of 5,000 ads 6 | 7 | ad_active_status: ACTIVE # ACTIVE, INACTIVE, or ALL 8 | 9 | # You can provide search terms and/or page IDs. 10 | search_terms: aoc 11 | # search_page_ids: # Max 10 pages 12 | # - !!str 153080620724 # page_ids should be str, not int 13 | # - !!str 416707608450706 14 | 15 | # Fields for querying all possible metadata from the API 16 | query_fields: 17 | - ad_creation_time 18 | - ad_creative_body 19 | - ad_creative_link_caption 20 | - ad_creative_link_description 21 | - ad_creative_link_title 22 | - ad_delivery_start_time 23 | - ad_delivery_stop_time 24 | - ad_snapshot_url 25 | - demographic_distribution 26 | - funding_entity 27 | - impressions 28 | - page_id 29 | - page_name 30 | - region_distribution 31 | - spend 32 | 33 | # Fields which are included in the main CSV, including derived fields 34 | output_fields: 35 | - ad_id 36 | - page_id 37 | - page_name 38 | - ad_creative_body 39 | - ad_creative_link_caption 40 | - ad_creative_link_description 41 | - ad_creative_link_title 42 | - ad_delivery_start_time 43 | - ad_delivery_stop_time 44 | - funding_entity 45 | - impressions_min 46 | - impressions_max 47 | - spend_min 48 | - spend_max 49 | - ad_url 50 | 51 | # Fields for the unnested CSVs 52 | demo_fields: 53 | - ad_id 54 | - age 55 | - gender 56 | - percentage 57 | 58 | region_fields: 59 | - ad_id 60 | - region 61 | - percentage 62 | 63 | demo_ages: 64 | - 18-24 65 | - 25-34 66 | - 35-44 67 | - 45-54 68 | - 55-64 69 | - 65+ 70 | 71 | demo_genders: 72 | - male 73 | - female 74 | - unknown 75 | 76 | regions: 77 | - Alabama 78 | - Arkansas 79 | - California 80 | - Connecticut 81 | - Florida 82 | - Georgia 83 | - Idaho 84 | - Illinois 85 | - Indiana 86 | - Kansas 87 | - Kentucky 88 | - Maryland 89 | - Massachusetts 90 | - Minnesota 91 | - Mississippi 92 | - Nebraska 93 | - New Jersey 94 | - New Mexico 95 | - New York 96 | - North Carolina 97 | - Ohio 98 | - Oregon 99 | - South Carolina 100 | - South Dakota 101 | - Tennessee 102 | - Virginia 103 | - Washington 104 | - West Virginia 105 | - Montana 106 | - Pennsylvania 107 | - Wisconsin 108 | - Alaska 109 | - Arizona 110 | - Colorado 111 | - Delaware 112 | - Washington, District of Columbia 113 | - Hawaii 114 | - Iowa 115 | - Louisiana 116 | - Maine 117 | - Michigan 118 | - Missouri 119 | - North Dakota 120 | - Oklahoma 121 | - Rhode Island 122 | - Nevada 123 | - New Hampshire 124 | - Texas 125 | - Utah 126 | - Vermont 127 | - Wyoming -------------------------------------------------------------------------------- /examples/fb_ads.csv: -------------------------------------------------------------------------------- 1 | ad_id,page_id,page_name,ad_creative_body,ad_creative_link_caption,ad_creative_link_description,ad_creative_link_title,ad_delivery_start_time,ad_delivery_stop_time,funding_entity,impressions_min,impressions_max,spend_min,spend_max,ad_url 2 | 2447656412147213,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,www.kickstarter.com,On Kickstarter Now,,2019-10-30T22:24:19+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=2447656412147213 3 | 504011960185034,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T22:24:18+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=504011960185034 4 | 451472782165789,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,www.kickstarter.com,On Kickstarter Now,,2019-10-30T22:24:12+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=451472782165789 5 | 1195626670825315,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T22:24:12+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=1195626670825315 6 | 410161679656695,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,www.kickstarter.com,On Kickstarter Now,,2019-10-30T22:24:06+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=410161679656695 7 | 2411303709136253,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T22:24:06+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=2411303709136253 8 | 480425839230301,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,www.kickstarter.com,On Kickstarter Now,,2019-10-30T22:24:02+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=480425839230301 9 | 2437405709841830,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T22:24:02+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=2437405709841830 10 | 555014955249588,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T22:23:58+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=555014955249588 11 | 614648039071965,775525186130124,Center for a Free Economy,America doesn’t want a Green New Deal! And it sure doesn’t want to subsidize liberal environmental projects that can stand on their own! Tell liberal politicians Nancy Pelosi and AOC we don’t want to continue tax breaks for profitable renewable energy projects! Say NO to another taxpayer subsidized Solar Investment Tax Credit!,,,,2019-10-30T22:22:46+0000,2019-12-31T14:05:20+0000,Center for a Free Economy,2000,2999,0,99,https://www.facebook.com/ads/library/?id=614648039071965 12 | 590852851455717,1809715209318581,Marjorie Taylor Greene for Congress,"I've never held or run for political office before. 13 | 14 | I've spent my life building my business and raising my three amazing children alongside my husband Perry. 15 | 16 | But I cannot sit by while Nancy Pelosi, AOC and Ilhan Omar roadblock President Trump and the will of the American people. 17 | 18 | I'm sick and tired of their anti-Trump, anti-America rhetoric, and their phony witch hunt to try and overturn the 2016 elections. 19 | 20 | I'm running because I care about our country. And once I'm elected, I'm going to fight against the socialists in Congress trying to ram their agenda down the throat of every man, woman and child. 21 | 22 | People like Jim Jordan and Mark Meadows need allies in Congress. 23 | 24 | Trump needs more allies in Congress. 25 | 26 | AOC, Ilhan Omar, Rashida Tlaib. . .they've never faced a strong, pro-Trump conservative. 27 | 28 | In fact, they've never faced a southern mother of three! 29 | 30 | If you're like me, and have had enough of the socialists in Congress, then I'm asking you to please chip in $100 right now to help me share my message to Georgia voters? 31 | 32 | DONATE HERE >>> https://secure.anedot.com/greene-for-congress-inc/keep-ga-red-fb 33 | 34 | If that's simply more than you can afford right now, please consider a gift of $50, $25 or even just $10 right away! 35 | 36 | DONATE HERE>>>https://secure.anedot.com/greene-for-congress-inc/keep-ga-red-fb",,,,2019-10-30T22:04:51+0000,2019-11-01T22:04:48+0000,Greene for Congress,1000,1999,0,99,https://www.facebook.com/ads/library/?id=590852851455717 37 | 2474979132738399,297281494147774,Good Morning Liberty,"Are you sick of AOC and BS? Help us defeat Democratic Socialism by hitting ""Like."" We'll give you a Liberty-minded take on today's crazy political world.",,,,2019-10-30T17:18:43+0000,,"Paradexo, LLC",0,999,0,99,https://www.facebook.com/ads/library/?id=2474979132738399 38 | 862799254118430,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T14:16:01+0000,,FCTRY,1000,1999,0,99,https://www.facebook.com/ads/library/?id=862799254118430 39 | 2478600938913503,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,www.kickstarter.com,On Kickstarter Now,,2019-10-30T14:15:40+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=2478600938913503 40 | 531071691004459,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,www.kickstarter.com,On Kickstarter Now,,2019-10-30T14:14:11+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=531071691004459 41 | 400649450812662,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T14:13:53+0000,,FCTRY,2000,2999,0,99,https://www.facebook.com/ads/library/?id=400649450812662 42 | 2547650861981566,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T14:13:42+0000,,FCTRY,1000,1999,0,99,https://www.facebook.com/ads/library/?id=2547650861981566 43 | 2123870167922076,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,www.kickstarter.com,On Kickstarter Now,,2019-10-30T14:13:38+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=2123870167922076 44 | 779186619160997,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T14:13:17+0000,,FCTRY,1000,1999,0,99,https://www.facebook.com/ads/library/?id=779186619160997 45 | 2436131549962662,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,www.kickstarter.com,On Kickstarter Now,,2019-10-30T14:13:06+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=2436131549962662 46 | 524351464790099,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,kickstarter.com,On Kickstarter Now,AOC Action Figure,2019-10-30T14:11:56+0000,,FCTRY,2000,2999,0,99,https://www.facebook.com/ads/library/?id=524351464790099 47 | 1342599119243552,30708742052,FCTRY,It's official! We're turning AOC into an action figure 👏,www.kickstarter.com,On Kickstarter Now,,2019-10-30T14:11:52+0000,,FCTRY,0,999,0,99,https://www.facebook.com/ads/library/?id=1342599119243552 48 | 1013224389008920,386280348647138,"Rebecca Parson for Congress, WA-06","I’m a working-class, queer democratic socialist running for Congress against the 9th most conservative Democrat in the House. Unlike my opponent Derek Kilmer, I reject all corporate money and will always put people before profit. In Congress, I’ll fight for: 49 | 50 | 🏡National rent control 51 | 🏥Medicare for All 52 | ♻️A Green New Deal 53 | 🏫Free preschool and public college 54 | 🎓Canceling all student debt 55 | 🕊A foreign policy of peace 56 | 57 | Our campaign is 100% people-powered. That’s why I’m asking for you help today, because we’ll only win if grassroots progressives like you stand with us. 58 | 59 | Can you chip in $27 (our average contribution) today or whatever you can to fuel our insurgent campaign? 60 | 61 | Your contribution will help us build the strongest ground game Kilmer has ever faced. Together, we will build a home for all of us — not just the wealthiest few.",,We are powered 100% by small donors like you.,Kick Out Crowley 2.0. Time for One of Us.,2019-10-29T23:54:08+0000,,Rebecca Parson 2020,0,999,0,99,https://www.facebook.com/ads/library/?id=1013224389008920 62 | 1264733597059129,386280348647138,"Rebecca Parson for Congress, WA-06","I’m a working-class, queer democratic socialist running for Congress against the 9th most conservative Democrat in the House. Unlike my opponent Derek Kilmer, I reject all corporate money and will always put people before profit. In Congress, I’ll fight for: 63 | 64 | 🏡National rent control 65 | 🏥Medicare for All 66 | ♻️A Green New Deal 67 | 🏫Free preschool and public college 68 | 🎓Canceling all student debt 69 | 🕊A foreign policy of peace 70 | 71 | Our campaign is 100% people-powered. That’s why I’m asking for you help today, because we’ll only win if grassroots progressives like you stand with us. 72 | 73 | Can you chip in $27 (our average contribution) today or whatever you can to fuel our insurgent campaign? 74 | 75 | Your contribution will help us build the strongest ground game Kilmer has ever faced. Together, we will build a home for all of us — not just the wealthiest few.",,We are powered 100% by small donors like you.,Kick Out Crowley 2.0. Time for One of Us.,2019-10-29T23:53:26+0000,,Rebecca Parson 2020,0,999,0,99,https://www.facebook.com/ads/library/?id=1264733597059129 76 | 2646794165542146,386280348647138,"Rebecca Parson for Congress, WA-06","I’m a working-class, queer democratic socialist running for Congress against the 9th most conservative Democrat in the House. Unlike my opponent Derek Kilmer, I reject all corporate money and will always put people before profit. In Congress, I’ll fight for: 77 | 78 | 🏡National rent control 79 | 🏥Medicare for All 80 | ♻️A Green New Deal 81 | 🏫Free preschool and public college 82 | 🎓Canceling all student debt 83 | 🕊A foreign policy of peace 84 | 85 | Our campaign is 100% people-powered. That’s why I’m asking for you help today, because we’ll only win if grassroots progressives like you stand with us. 86 | 87 | Can you chip in $27 (our average contribution) today or whatever you can to fuel our insurgent campaign? 88 | 89 | Your contribution will help us build the strongest ground game Kilmer has ever faced. Together, we will build a home for all of us — not just the wealthiest few.",,We are powered 100% by small donors like you.,Kick Out Crowley 2.0. Time for One of Us.,2019-10-29T23:52:52+0000,,Rebecca Parson 2020,1000,1999,0,99,https://www.facebook.com/ads/library/?id=2646794165542146 90 | 812634395819020,386280348647138,"Rebecca Parson for Congress, WA-06","I’m a working-class, queer democratic socialist running for Congress against the 9th most conservative Democrat in the House. Unlike my opponent Derek Kilmer, I reject all corporate money and will always put people before profit. In Congress, I’ll fight for: 91 | 92 | 🏡National rent control 93 | 🏥Medicare for All 94 | ♻️A Green New Deal 95 | 🏫Free preschool and public college 96 | 🎓Canceling all student debt 97 | 🕊A foreign policy of peace 98 | 99 | Our campaign is 100% people-powered. That’s why I’m asking for you help today, because we’ll only win if grassroots progressives like you stand with us. 100 | 101 | Can you chip in $27 (our average contribution) today or whatever you can to fuel our insurgent campaign? 102 | 103 | Your contribution will help us build the strongest ground game Kilmer has ever faced. Together, we will build a home for all of us — not just the wealthiest few.",,We are powered 100% by small donors like you.,Kick Out Crowley 2.0. Time for One of Us.,2019-10-29T23:52:15+0000,,Rebecca Parson 2020,0,999,0,99,https://www.facebook.com/ads/library/?id=812634395819020 104 | 967724633613910,314564311991547,Bill Hightower for Alabama,"Nancy Pelosi, AOC, and the Socialist Squad continue their attempt to overturn the 2016 election! They can't stand that we voted to Make America Great Again. Sign our petition to support President Trump.",www.billhightower.com,The radical Left's attempt to impeach President Trump is just their last ditch effort to delegitimize the 2016 election. They can't stand that we stood up and voted to Make America Great Again! We need to stand with President Trump now more than ever., ,2019-10-29T15:45:22+0000,2020-01-06T03:00:00+0000,HIGHTOWER FOR ALABAMA,1000,1999,0,99,https://www.facebook.com/ads/library/?id=967724633613910 105 | 700495253774858,314564311991547,Bill Hightower for Alabama,"Nancy Pelosi, AOC, and the Socialist Squad continue their attempt to overturn the 2016 election! They can't stand that we voted to Make America Great Again. Sign our petition to support President Trump.",www.billhightower.com,The radical Left's attempt to impeach President Trump is just their last ditch effort to delegitimize the 2016 election. They can't stand that we stood up and voted to Make America Great Again! We need to stand with President Trump now more than ever., ,2019-10-29T15:23:43+0000,2020-01-06T03:00:00+0000,HIGHTOWER FOR ALABAMA,0,999,0,99,https://www.facebook.com/ads/library/?id=700495253774858 106 | 1014036272277548,168876449866088,The Years Project,"At a House hearing, Congresswoman Alexandria Ocasio-Cortez and consultant Dr. Martin Hoffert GRILLED Exxon for lying to the American public and its shareholders. @ocasio2018 @repocasiocortez 107 | #climatechange #exxonknew #bigoilknew #exxonmobil #fossilfuels #climateemergency #climatecrisis #tellthetruth #aoc",mailchi.mp,,,2019-10-28T21:03:15+0000,,The Years Project,3000,3999,0,99,https://www.facebook.com/ads/library/?id=1014036272277548 108 | 1748400181962074,168876449866088,The Years Project,"At a House hearing, Congresswoman Alexandria Ocasio-Cortez and consultant Dr. Martin Hoffert GRILLED Exxon for lying to the American public and its shareholders. @ocasio2018 @repocasiocortez 109 | #climatechange #exxonknew #bigoilknew #exxonmobil #fossilfuels #climateemergency #climatecrisis #tellthetruth #aoc",mailchi.mp,,,2019-10-28T21:03:15+0000,,The Years Project,0,999,0,99,https://www.facebook.com/ads/library/?id=1748400181962074 110 | 2384877151774766,168876449866088,The Years Project,"At a House hearing, Congresswoman Alexandria Ocasio-Cortez and consultant Dr. Martin Hoffert GRILLED Exxon for lying to the American public and its shareholders. @ocasio2018 @repocasiocortez 111 | #climatechange #exxonknew #bigoilknew #exxonmobil #fossilfuels #climateemergency #climatecrisis #tellthetruth #aoc",mailchi.mp,,,2019-10-28T21:03:15+0000,,The Years Project,0,999,0,99,https://www.facebook.com/ads/library/?id=2384877151774766 112 | 2529239317343203,168876449866088,The Years Project,"At a House hearing, Congresswoman Alexandria Ocasio-Cortez and consultant Dr. Martin Hoffert GRILLED Exxon for lying to the American public and its shareholders. @ocasio2018 @repocasiocortez 113 | #climatechange #exxonknew #bigoilknew #exxonmobil #fossilfuels #climateemergency #climatecrisis #tellthetruth #aoc",mailchi.mp,,,2019-10-28T21:03:15+0000,,The Years Project,0,999,0,99,https://www.facebook.com/ads/library/?id=2529239317343203 114 | 547792885973196,246846192720018,War On Our Future,"Alexandria Ocasio-Cortez: ""Dr. Hoffert, you have previously said that Exxon’s historic denial was immoral and greatly set back efforts to address climate change. That is correct?"" 115 | 116 | Former Exxon Scientist Martin Hoffert: ""That is correct that I said it I have good reason to say it."" 117 | 118 | Exxon has known about climate change for decades, instead of acting, it funded denial. How do you think Exxon should be held accountable? #YEARSproject",www.facebook.com,,AOC Shows #ExxonKnew,2019-10-28T20:17:16+0000,,The Years Project,0,999,0,99,https://www.facebook.com/ads/library/?id=547792885973196 119 | 549916732471242,246846192720018,War On Our Future,"Alexandria Ocasio-Cortez: ""Dr. Hoffert, you have previously said that Exxon’s historic denial was immoral and greatly set back efforts to address climate change. That is correct?"" 120 | 121 | Former Exxon Scientist Martin Hoffert: ""That is correct that I said it I have good reason to say it."" 122 | 123 | Exxon has known about climate change for decades, instead of acting, it funded denial. How do you think Exxon should be held accountable? #YEARSproject",www.facebook.com,,AOC Shows #ExxonKnew,2019-10-28T20:17:00+0000,,The Years Project,3000,3999,0,99,https://www.facebook.com/ads/library/?id=549916732471242 124 | 1493695584103883,246846192720018,War On Our Future,"Alexandria Ocasio-Cortez: ""Dr. Hoffert, you have previously said that Exxon’s historic denial was immoral and greatly set back efforts to address climate change. That is correct?"" 125 | 126 | Former Exxon Scientist Martin Hoffert: ""That is correct that I said it I have good reason to say it."" 127 | 128 | Exxon has known about climate change for decades, instead of acting, it funded denial. How do you think Exxon should be held accountable? #YEARSproject",www.facebook.com,,AOC Shows #ExxonKnew,2019-10-28T20:16:38+0000,,The Years Project,2000,2999,0,99,https://www.facebook.com/ads/library/?id=1493695584103883 129 | 775276959562320,246846192720018,War On Our Future,"Alexandria Ocasio-Cortez: ""Dr. Hoffert, you have previously said that Exxon’s historic denial was immoral and greatly set back efforts to address climate change. That is correct?"" 130 | 131 | Former Exxon Scientist Martin Hoffert: ""That is correct that I said it I have good reason to say it."" 132 | 133 | Exxon has known about climate change for decades, instead of acting, it funded denial. How do you think Exxon should be held accountable? #YEARSproject",www.facebook.com,,AOC Shows #ExxonKnew,2019-10-28T20:16:13+0000,,The Years Project,10000,14999,0,99,https://www.facebook.com/ads/library/?id=775276959562320 134 | 486270815575356,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 135 | 136 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 137 | ✅Helped elect the Squad to Congress 138 | ✅More than ½ of House Dems now back Medicare for All 139 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 140 | 141 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:10+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=486270815575356 142 | 1453600701457305,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 143 | 144 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 145 | ✅Helped elect the Squad to Congress 146 | ✅More than ½ of House Dems now back Medicare for All 147 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 148 | 149 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:09+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=1453600701457305 150 | 2558077461145410,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 151 | 152 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 153 | ✅Helped elect the Squad to Congress 154 | ✅More than ½ of House Dems now back Medicare for All 155 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 156 | 157 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:09+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=2558077461145410 158 | 390708678499560,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 159 | 160 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 161 | ✅Helped elect the Squad to Congress 162 | ✅More than ½ of House Dems now back Medicare for All 163 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 164 | 165 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:08+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=390708678499560 166 | 415061709398242,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 167 | 168 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 169 | ✅Helped elect the Squad to Congress 170 | ✅More than ½ of House Dems now back Medicare for All 171 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 172 | 173 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:08+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=415061709398242 174 | 543238046243157,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 175 | 176 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 177 | ✅Helped elect the Squad to Congress 178 | ✅More than ½ of House Dems now back Medicare for All 179 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 180 | 181 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:07+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=543238046243157 182 | 742891806182584,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 183 | 184 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 185 | ✅Helped elect the Squad to Congress 186 | ✅More than ½ of House Dems now back Medicare for All 187 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 188 | 189 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:07+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=742891806182584 190 | 2125146294458328,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 191 | 192 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 193 | ✅Helped elect the Squad to Congress 194 | ✅More than ½ of House Dems now back Medicare for All 195 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 196 | 197 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:07+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=2125146294458328 198 | 2584757838249028,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 199 | 200 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 201 | ✅Helped elect the Squad to Congress 202 | ✅More than ½ of House Dems now back Medicare for All 203 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 204 | 205 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:07+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=2584757838249028 206 | 539384566631638,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 207 | 208 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 209 | ✅Helped elect the Squad to Congress 210 | ✅More than ½ of House Dems now back Medicare for All 211 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 212 | 213 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:06+0000,2019-11-09T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=539384566631638 214 | 513497872532381,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 215 | 216 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 217 | ✅Helped elect the Squad to Congress 218 | ✅More than ½ of House Dems now back Medicare for All 219 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 220 | 221 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:05+0000,2019-11-09T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=513497872532381 222 | 520467561846177,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 223 | 224 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 225 | ✅Helped elect the Squad to Congress 226 | ✅More than ½ of House Dems now back Medicare for All 227 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 228 | 229 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:05+0000,2019-11-09T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",1000,1999,0,99,https://www.facebook.com/ads/library/?id=520467561846177 230 | 925013057874793,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 231 | 232 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 233 | ✅Helped elect the Squad to Congress 234 | ✅More than ½ of House Dems now back Medicare for All 235 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 236 | 237 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:05+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=925013057874793 238 | 1165182003688535,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 239 | 240 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 241 | ✅Helped elect the Squad to Congress 242 | ✅More than ½ of House Dems now back Medicare for All 243 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 244 | 245 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:05+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=1165182003688535 246 | 2457408107869559,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 247 | 248 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 249 | ✅Helped elect the Squad to Congress 250 | ✅More than ½ of House Dems now back Medicare for All 251 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 252 | 253 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:05+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=2457408107869559 254 | 2571364739572957,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 255 | 256 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 257 | ✅Helped elect the Squad to Congress 258 | ✅More than ½ of House Dems now back Medicare for All 259 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 260 | 261 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:05+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=2571364739572957 262 | 2868057283213192,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 263 | 264 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 265 | ✅Helped elect the Squad to Congress 266 | ✅More than ½ of House Dems now back Medicare for All 267 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 268 | 269 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:20:05+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=2868057283213192 270 | 2778626902167869,243510442756370,Justice Democrats,"We run on just a *TINY* fraction of the budget of a normal non-profit group. But we’ve pushed the ball forward in some *BIG* ways. 271 | 272 | ✅Biggest upset election of 2018 (AOC v. Joe Crowley) 273 | ✅Helped elect the Squad to Congress 274 | ✅More than ½ of House Dems now back Medicare for All 275 | ✅Worked w/ Sunrise and AOC to put Green New Deal on the map 276 | 277 | Now we need your help. Our fundraising needs to grow to help us send more diverse, working-class progressives to Congress. Can you help us grow in 2019?",secure.actblue.com,"We need a Democratic Party that fights for its voters, not just its corporate donors.",Double down on progress. Donate now:,2019-10-28T18:08:31+0000,2019-11-30T05:00:00+0000,"Justice Democrats, not authorized by any candidate or candidate's committee.",0,999,0,99,https://www.facebook.com/ads/library/?id=2778626902167869 278 | 474534953409452,830251877073869,I Want Change,"The real currency of the Democrat Socialists! This is GOLD (well, not really, but it's soooo funny!!). 279 | https://www.amazon.com/gp/offer-listing/B07V2J4WTQ/ref=dp_olp_new_mbc?ie=UTF8&condition=new",amazon.com,"Have a blast with this set of 4 original Aizics Mint designs with one of each: ALEXANDRIA OCASIO CORTEZ - A.O.C., JOE BIDEN, BERNIE SANDERS and ELIZABETH WARREN: ZERO CENTS PENNY coins! Copper plated with intentional blemishes, this is a larger 30mm x 2mm version, in a plastic collectors case. This....","Amazon.com: Buying Choices: Aizics Mint Set of 4 Zero Cents Pennies/Alexandria Ocasio-Cortez AOC, Joe Biden, Bernie Sanders & Elizabeth Warren | Democrat Novelty Coin Token | Copper Plated Large Size 30mm x 2mm | MAGA",2019-10-27T23:48:36+0000,2019-11-06T23:48:23+0000,Aizics Mint,5000,5999,0,99,https://www.facebook.com/ads/library/?id=474534953409452 280 | 711222742715737,830251877073869,I Want Change,https://bit.ly/2lPbNpw,genesiustimes.com,"The economic intelligence of the US Representative Alexandria Ocasio-Cortez is well-established and respected. But now it's getting some serious respect from the US Treasury. Starting this year, the Treasury will be rolling out the official AOC coins, worth zero cents. You will not be able to",US Treasury honors Ocasio-Cortez with new 'zero cents' AOC coin,2019-10-27T23:41:41+0000,2019-11-06T23:41:29+0000,Aizics Mint,4000,4999,0,99,https://www.facebook.com/ads/library/?id=711222742715737 281 | 464055534317932,413717352077915,Matt Bevin,AOC and her radical liberal allies have one target this fall: Governor Matt Bevin. Stand up for Kentucky and vote Bevin on Nov. 5!,vote.gop,Will you stop them? Vote Nov. 5!,Vote Bevin on Nov. 5!,2019-10-26T12:54:41+0000,2019-11-05T22:07:46+0000,Matt Bevin for Kentucky,5000,5999,100,199,https://www.facebook.com/ads/library/?id=464055534317932 282 | 521855758375235,413717352077915,Matt Bevin,AOC and her radical liberal allies are energized and want to turn Kentucky blue. Will you stop them? Vote Nov. 5!,vote.gop,Will you stop them? Vote Nov. 5!,Vote Bevin on Nov. 5!,2019-10-26T12:54:23+0000,2019-11-05T22:07:46+0000,Matt Bevin for Kentucky,3000,3999,0,99,https://www.facebook.com/ads/library/?id=521855758375235 283 | 415142029386040,1691667177798461,Brut,"Love her or hate her, Alexandria Ocasio-Cortez is making congressional hearings go viral. #us #politics #aoc #brut #brutamerica #brutvideo",,,,2019-10-26T00:06:53+0000,2019-11-01T03:04:53+0000,Brut,0,999,0,99,https://www.facebook.com/ads/library/?id=415142029386040 284 | 1184599138403213,1691667177798461,Brut,"Love her or hate her, Alexandria Ocasio-Cortez is making congressional hearings go viral. 🔥",,,AOC Turns Up Heat During Hearings,2019-10-25T21:19:47+0000,2019-11-01T03:17:40+0000,Brut,8000,8999,0,99,https://www.facebook.com/ads/library/?id=1184599138403213 285 | 716384778875916,1691667177798461,Brut,"Love her or hate her, Alexandria Ocasio-Cortez is making congressional hearings go viral. 🔥",,,AOC Turns Up Heat During Hearings,2019-10-25T21:19:08+0000,2019-11-01T03:17:40+0000,Brut,20000,24999,0,99,https://www.facebook.com/ads/library/?id=716384778875916 286 | 2519443384952515,1691667177798461,Brut,"Love her or hate her, Alexandria Ocasio-Cortez is making congressional hearings go viral. 🔥",,,AOC Turns Up Heat During Hearings,2019-10-25T21:17:16+0000,2019-11-01T03:16:00+0000,Brut,15000,19999,0,99,https://www.facebook.com/ads/library/?id=2519443384952515 287 | 2292562207721350,1316372698453411,Alexandria Ocasio-Cortez,"Yesterday, AOC posed a simple question to Mark Zuckerberg: “Will Facebook take down lies?” His answer was basically ‘no.’ 288 | 289 | Zuckerberg’s answer means the Trump campaign can lie with impunity, and Facebook will have no problem taking their cash. And given Trump’s awful relationship with reality and truth, you can be sure those ads filled with lies are being prepared as we speak. That’s incredibly dangerous for our democracy. 290 | 291 | Help us fight back with a $3 donation, because it’ll be up to us to correct the record when Facebook refuses.",secure.actblue.com,Video of AOC confronting Zuckerberg went viral — it’s been viewed and shared millions of times. And it’s all thanks to grassroots supporters like you.,Stand with AOC with a donation today,2019-10-25T19:21:32+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,0,999,0,99,https://www.facebook.com/ads/library/?id=2292562207721350 292 | 940308853000979,187199908315867,Dan Hemmert,"Radical Socialism has no place in our country, yet Ben McAdams sides with AOC most of the time in Washington. SIGN IF YOU AGREE we must stop radical socialism!",fb.me,Sign the Petition,PETITION: Stop Radical Socialism,2019-10-24T17:38:03+0000,2019-12-31T18:59:31+0000,Dan Hemmert for Congress,2000,2999,100,199,https://www.facebook.com/ads/library/?id=940308853000979 293 | 698685903971587,456966364681704,Winning For Women,Ever feel like AOC and The Squad are the only women in Congress you hear about in the news? Here’s your chance to do something about it.,winningforwomen.com,We need more conservative women in Congress. You could be one of them.,Run for office,2019-10-24T17:07:57+0000,2019-11-01T03:59:00+0000,"Winning For Women, Inc.",0,999,0,99,https://www.facebook.com/ads/library/?id=698685903971587 294 | 446851099302451,456966364681704,Winning For Women,Ever feel like AOC and The Squad are the only women in Congress you hear about in the news? Here’s your chance to do something about it.,winningforwomen.com,We need more conservative women in Congress. You could be one of them.,Run for office,2019-10-24T17:07:33+0000,2019-11-01T03:59:00+0000,"Winning For Women, Inc.",0,999,0,99,https://www.facebook.com/ads/library/?id=446851099302451 295 | 497700257627851,456966364681704,Winning For Women,Ever feel like AOC and The Squad are the only women in Congress you hear about in the news? Here’s your chance to do something about it.,winningforwomen.com,We need more conservative women in Congress. You could be one of them.,Run for office,2019-10-24T17:05:58+0000,2019-11-01T03:59:00+0000,"Winning For Women, Inc.",0,999,0,99,https://www.facebook.com/ads/library/?id=497700257627851 296 | 974337239569095,456966364681704,Winning For Women,Ever feel like AOC and The Squad are the only women in Congress you hear about in the news? Here’s your chance to do something about it.,winningforwomen.com,We need more conservative women in Congress. You could be one of them.,Run for office,2019-10-24T16:56:52+0000,2019-11-01T03:59:00+0000,"Winning For Women, Inc.",0,999,0,99,https://www.facebook.com/ads/library/?id=974337239569095 297 | 2337779629885832,456966364681704,Winning For Women,Ever feel like AOC and The Squad are the only women in Congress you hear about in the news? Here’s your chance to do something about it.,winningforwomen.com,We need more conservative women in Congress. You could be one of them.,Run for office,2019-10-24T16:55:44+0000,2019-11-01T03:59:00+0000,"Winning For Women, Inc.",0,999,0,99,https://www.facebook.com/ads/library/?id=2337779629885832 298 | 726215694520347,589787637733608,Scherie S. Murray,AOC is throwing a fit because her six-figure salary isn't satisfactory for her luxurious lifestyle. The madness ends now! Sign my petition calling on Congress and AOC to NOT get a raise.,action.scheriemurray.com,Click here to help Scherie Murray stop AOC!,Join Now >>,2019-10-23T20:44:58+0000,2019-11-01T03:59:00+0000,Scherie Murray for Congress,30000,34999,500,599,https://www.facebook.com/ads/library/?id=726215694520347 299 | 625818437822938,589787637733608,Scherie S. Murray,AOC is throwing a fit because her six-figure salary isn't satisfactory for her luxurious lifestyle. The madness ends now! Sign my petition calling on Congress and AOC to NOT get a raise.,action.scheriemurray.com,Click here to help Scherie Murray stop AOC!,Join Now >>,2019-10-23T20:44:56+0000,2019-11-01T03:59:00+0000,Scherie Murray for Congress,70000,79999,1000,1499,https://www.facebook.com/ads/library/?id=625818437822938 300 | 432466034137293,589787637733608,Scherie S. Murray,AOC is throwing a fit because her six-figure salary isn't satisfactory for her luxurious lifestyle. The madness ends now! Sign my petition calling on Congress and AOC to NOT get a raise.,action.scheriemurray.com,Click here to help Scherie Murray stop AOC!,Join Now >>,2019-10-23T20:44:54+0000,2019-11-01T03:59:00+0000,Scherie Murray for Congress,35000,39999,900,999,https://www.facebook.com/ads/library/?id=432466034137293 301 | 401295390550272,8325302025,Friends of the Earth U.S.,"URGENT AOC UPDATE: 547 MORE RESPONSES NEEDED TO PROTECT OUR PLANET FROM DEADLY FOSSIL FUELS. We’re urging climate champions like Alexandria Ocasio-Cortez and Ilhan Omar to support a Green New Deal that breaks our dependence on fossil fuels. But we’re 547 responses short, our deadline is 11:59 p.m. TONIGHT – AND your name is still missing. 302 | 303 | Right now, the Amazon is BURNING: Our planet can’t afford for you to wait a single moment. We need to build a green economy that serves communities and prevents a climate crisis – before anti-climate corporations pump even more carbon dioxide into our atmosphere. Let us know by midnight: Do you support a Green New Deal that ends our dependence on fossil fuels?",us.e-activist.com,We’re just 547 responses short – and we’re missing yours. Do you support a Green New Deal that ends our dependence on fossil fuels?,11:59 P.M. DEADLINE | Do you support a Green New Deal that ends our dependence on fossil fuels?,2019-10-23T13:23:40+0000,,Friends of the Earth,1000,1999,0,99,https://www.facebook.com/ads/library/?id=401295390550272 304 | 2450213768401686,8325302025,Friends of the Earth U.S.,"URGENT AOC UPDATE: 547 MORE RESPONSES NEEDED TO PROTECT OUR PLANET FROM DEADLY FOSSIL FUELS. We’re urging climate champions like Alexandria Ocasio-Cortez and Ilhan Omar to support a Green New Deal that breaks our dependence on fossil fuels. But we’re 547 responses short, our deadline is 11:59 p.m. TONIGHT – AND your name is still missing. 305 | 306 | Right now, the Amazon is BURNING: Our planet can’t afford for you to wait a single moment. We need to build a green economy that serves communities and prevents a climate crisis – before anti-climate corporations pump even more carbon dioxide into our atmosphere. Let us know by midnight: Do you support a Green New Deal that ends our dependence on fossil fuels?",us.e-activist.com,We’re just 547 responses short – and we’re missing yours. Do you support a Green New Deal that ends our dependence on fossil fuels?,11:59 P.M. DEADLINE | Do you support a Green New Deal that ends our dependence on fossil fuels?,2019-10-23T13:23:40+0000,,Friends of the Earth,10000,14999,400,499,https://www.facebook.com/ads/library/?id=2450213768401686 307 | 402313274032462,102909941095087,Stop Biased Banking,Liberal elites and their friends in Washington won't be satisfied until they dismantle every aspect of our economy! Tell AOC and Bernie to keep their left wing politics out of our banks!,,,,2019-10-23T12:20:03+0000,2019-11-10T19:51:28+0000,the Center For Freedom and Prosperity,30000,34999,100,199,https://www.facebook.com/ads/library/?id=402313274032462 308 | 2161863650784199,681745912255844,John Cummings,Are you ready to send Alexandria Ocasio-Cortez packing? I'm running to make that happen. Join our campaign today by hitting LIKE!,www.facebook.com,"I’m a retired NYPD Cop and high school civics teacher from the the Bronx, and I'm running for Congress against Alexandria Ocasio Cortez. 309 | 310 | Please donate on our website right now to give our campaign the resources we need to take on AOC.",John Cummings,2019-10-21T17:28:34+0000,,Cummings for Congress,25000,29999,200,299,https://www.facebook.com/ads/library/?id=2161863650784199 311 | 395638938005184,521010658436453,Mike Ghassali For Congress,"I'm running for Congress in New Jersey's 5th district to stop AOC and ""The Squad"".",,,"Help me stop AOC & ""The Squad"", Click here to join >>",2019-10-21T15:08:31+0000,,GHASSALI FOR CONGRESS,10000,14999,300,399,https://www.facebook.com/ads/library/?id=395638938005184 312 | 2484371274992203,965451360264888,Brian Burley for Congress,"REPUBLICAN BRIAN BURLEY needs your support! 🇺🇸 As our youngest Congressional Leader in the country, business owner Brian Burley also gives us the opportunity to Right the Wrong of AOC! Let's make sure our youngest leader is a Common-Sense Conservative! 313 | 314 | Support Brian Burley by donating at brianburley.com/donate",brianburley.com,Join Our Movement!,Brian Burley For Congress,2019-10-21T03:51:10+0000,,Brian Burley for Congress,1000,1999,0,99,https://www.facebook.com/ads/library/?id=2484371274992203 315 | 933774040335725,965451360264888,Brian Burley for Congress,"Vote REPUBLICAN BRIAN BURLEY as Your Next Congressman! 🇺🇸 Business Owner Brian Burley will defeat Democrat Harley Rouda! As our youngest Congressional Leader in the country, Brian Burley also gives Orange County the opportunity to Right the Wrong of AOC! Let's make sure our youngest leader is a Common-Sense Conservative! 316 | 317 | My Platform: brianburley.com/myplatform 318 | Donate: brianburley.com/donate 319 | #Burley4Congress #CA48",brianburley.com,Every dollar gets us one step closer to victory. Click the button below to contribute and help us secure victory!,SUPPORT BRIAN BURLEY FOR CONGRESS,2019-10-18T18:51:30+0000,2019-11-03T10:47:04+0000,Brian Burley for Congress,15000,19999,300,399,https://www.facebook.com/ads/library/?id=933774040335725 320 | 2503507373255163,314564311991547,Bill Hightower for Alabama,"Nancy Pelosi, AOC, and the Socialist Squad continue their attempt to overturn the 2016 election! They can't stand that we voted to Make America Great Again. Sign our petition to support President Trump. 321 | Graphic: Stand Up to Squad ad",www.facebook.com,"Bill Hightower -- Businessman. Conservative. 322 | One of Alabama's most conservative legislators who supported balanced budgets, voted against every statewide tax increase, introduced legislative term limits, and even sponsored flat legislation. 323 | ",Bill Hightower for Alabama,2019-10-18T16:33:48+0000,2020-01-06T03:00:05+0000,HIGHTOWER FOR ALABAMA,0,999,0,99,https://www.facebook.com/ads/library/?id=2503507373255163 324 | 456560958400100,314564311991547,Bill Hightower for Alabama,"Nancy Pelosi, AOC, and the Socialist Squad continue their attempt to overturn the 2016 election! They can't stand that we voted to Make America Great Again. Sign our petition to support President Trump.",www.facebook.com,"Bill Hightower -- Businessman. Conservative. 325 | One of Alabama's most conservative legislators who supported balanced budgets, voted against every statewide tax increase, introduced legislative term limits, and even sponsored flat legislation. 326 | ",Bill Hightower For,2019-10-18T16:32:28+0000,2020-01-06T03:00:27+0000,HIGHTOWER FOR ALABAMA,0,999,0,99,https://www.facebook.com/ads/library/?id=456560958400100 327 | 1442761099207290,169782346711431,Dan Dawson for State Senate,House Democrats lead by Nancy Pelosi and AOC have started their impeachment inquiry into President Trump. Support the President and LIKE to signal to the left that impeachment is an overreach of power!,www.facebook.com,"Dan Dawson is a Husband, Father, Veteran and leader, running for IA Senate District 8 to protect the future of Iowa for generations to come.",Dan Dawson For State,2019-10-18T13:39:14+0000,,Dan Dawson for State Senate,3000,3999,0,99,https://www.facebook.com/ads/library/?id=1442761099207290 328 | 2488518991370447,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 329 | ","Contribute to our goal 330 | ",2019-10-10T17:59:45+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=2488518991370447 331 | 384935179103397,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 332 | ","Contribute to our goal 333 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=384935179103397 334 | 392834371628717,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 335 | ","Contribute to our goal 336 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=392834371628717 337 | 403167093940557,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 338 | ","Contribute to our goal 339 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=403167093940557 340 | 526885114550449,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 341 | ","Contribute to our goal 342 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=526885114550449 343 | 592345841498066,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 344 | ","Contribute to our goal 345 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=592345841498066 346 | 668285373680434,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 347 | ","Contribute to our goal 348 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=668285373680434 349 | 749492122159868,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 350 | ","Contribute to our goal 351 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=749492122159868 352 | 950133612008135,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 353 | ","Contribute to our goal 354 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=950133612008135 355 | 1124568967933338,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 356 | ","Contribute to our goal 357 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,1000,4999,0,99,https://www.facebook.com/ads/library/?id=1124568967933338 358 | 2285900411634862,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 359 | ","Contribute to our goal 360 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,5000,9999,0,99,https://www.facebook.com/ads/library/?id=2285900411634862 361 | 2430576973936391,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 362 | ","Contribute to our goal 363 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=2430576973936391 364 | 3031217626905412,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 365 | ","Contribute to our goal 366 | ",2019-10-10T17:59:44+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=3031217626905412 367 | 399398367373005,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 368 | ","Contribute to our goal 369 | ",2019-10-10T17:54:39+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=399398367373005 370 | 441126633421088,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 371 | ","Contribute to our goal 372 | ",2019-10-10T17:54:39+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=441126633421088 373 | 509703566259009,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 374 | ","Contribute to our goal 375 | ",2019-10-10T17:54:39+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=509703566259009 376 | 516909532433922,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 377 | ","Contribute to our goal 378 | ",2019-10-10T17:54:39+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=516909532433922 379 | 522871371861438,1316372698453411,Alexandria Ocasio-Cortez,"Two Republicans running against AOC just announced they raised $849,119 to defeat us. They’re going to throw the kitchen sink our way — mailers, TV ads, digital, billboards. You name it. We’re setting an emergency goal for October. Let’s raise $849,119 to match everything they will spend against us. Can we count on your support right now? Make a donation.",secure.actblue.com,"Please add a contribution today to help us reach $849,119 in October. 380 | ","Contribute to our goal 381 | ",2019-10-10T17:54:39+0000,2019-11-01T03:59:00+0000,Alexandria Ocasio-Cortez for Congress,10000,49999,100,499,https://www.facebook.com/ads/library/?id=522871371861438 382 | -------------------------------------------------------------------------------- /examples/fb_ads_demos.csv: -------------------------------------------------------------------------------- 1 | ad_id,age,gender,percentage 2 | 2447656412147213,65+,male,0.070588 3 | 2447656412147213,18-24,female,0.070588 4 | 2447656412147213,45-54,male,0.164706 5 | 2447656412147213,55-64,male,0.094118 6 | 2447656412147213,25-34,male,0.105882 7 | 2447656412147213,65+,female,0.058824 8 | 2447656412147213,45-54,female,0.047059 9 | 2447656412147213,18-24,male,0.047059 10 | 2447656412147213,35-44,female,0.035294 11 | 2447656412147213,35-44,male,0.129412 12 | 2447656412147213,25-34,female,0.035294 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-------------------------------------------------------------------------------- /fb_ad_lib_scraper.py: -------------------------------------------------------------------------------- 1 | import yaml 2 | import requests 3 | import csv 4 | import re 5 | from tqdm import tqdm 6 | from itertools import product 7 | 8 | with open('config.yaml', 'r') as f: 9 | config = yaml.safe_load(f) 10 | 11 | assert config['search_total'] % config['page_total'] == 0, \ 12 | "search_total should be a multiple of page_total." 13 | 14 | params = { 15 | 'access_token': config['access_token'], 16 | 'ad_type': 'POLITICAL_AND_ISSUE_ADS', 17 | 'ad_reached_countries': "['US']", 18 | 'ad_active_status': config['ad_active_status'], 19 | 'search_terms': config.get('search_terms'), 20 | 'search_page_ids': ",".join(config.get('search_page_ids', [])), 21 | 'fields': ",".join(config['query_fields']), 22 | 'limit': config['page_total'] 23 | } 24 | 25 | REGIONS = set(config['regions']) 26 | DEMOS = set(product(config['demo_ages'], config['demo_genders'])) 27 | 28 | f1 = open('fb_ads.csv', 'w') 29 | w1 = csv.DictWriter(f1, fieldnames=config['output_fields'], 30 | extrasaction='ignore') 31 | w1.writeheader() 32 | 33 | f2 = open('fb_ads_demos.csv', 'w') 34 | w2 = csv.DictWriter(f2, fieldnames=config['demo_fields'], 35 | extrasaction='ignore') 36 | w2.writeheader() 37 | 38 | f3 = open('fb_ads_regions.csv', 'w') 39 | w3 = csv.DictWriter(f3, fieldnames=config['region_fields'], 40 | extrasaction='ignore') 41 | w3.writeheader() 42 | 43 | pbar = tqdm(total=config['search_total'], smoothing=0) 44 | 45 | for _ in range(int(config['search_total'] / config['page_total'])): 46 | r = requests.get('https://graph.facebook.com/v5.0/ads_archive', 47 | params=params) 48 | data = r.json() 49 | for ad in data['data']: 50 | # The ad_id is encoded in the ad snapshot URL 51 | # and cannot be accessed as a normal field. (?!?!) 52 | 53 | ad_id = re.search(r'\d+', ad['ad_snapshot_url']).group(0) 54 | ad_url = 'https://www.facebook.com/ads/library/?id=' + ad_id 55 | 56 | # write to the unnested files 57 | demo_set = set() 58 | for demo in ad['demographic_distribution']: 59 | demo.update({'ad_id': ad_id}) 60 | w2.writerow(demo) 61 | demo_set.add((demo['age'], demo['gender'])) 62 | 63 | # Impute a percentage of 0 64 | # for demos with insufficient data 65 | unused_demos = DEMOS - demo_set 66 | for demo in unused_demos: 67 | w2.writerow({ 68 | 'ad_id': ad_id, 69 | 'age': demo[0], 70 | 'gender': demo[1], 71 | 'percentage': 0 72 | }) 73 | 74 | region_set = set() 75 | for region in ad['region_distribution']: 76 | region.update({'ad_id': ad_id}) 77 | w3.writerow(region) 78 | region_set.add(region['region']) 79 | 80 | # Impute a percentage of 0 81 | # for states with insufficient data 82 | unused_regions = REGIONS - region_set 83 | for region in unused_regions: 84 | w3.writerow({ 85 | 'ad_id': ad_id, 86 | 'region': region, 87 | 'percentage': 0 88 | }) 89 | 90 | ad.update({'ad_id': ad_id, 91 | 'ad_url': ad_url, 92 | 'impressions_min': ad['impressions']['lower_bound'], 93 | 'impressions_max': ad['impressions']['upper_bound'], 94 | 'spend_min': ad['spend']['lower_bound'], 95 | 'spend_max': ad['spend']['upper_bound'], 96 | }) 97 | 98 | w1.writerow(ad) 99 | pbar.update() 100 | 101 | # if we have scraped all the ads, exit 102 | if 'paging' not in data: 103 | break 104 | 105 | params.update({'after': data['paging']['cursors']['after']}) 106 | 107 | f1.close() 108 | f2.close() 109 | f3.close() 110 | pbar.close() 111 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | requests 2 | tqdm --------------------------------------------------------------------------------