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Posted to commits@airflow.apache.org by gi...@apache.org on 2022/07/12 13:11:17 UTC

[airflow-site] branch gh-pages updated: Deploying to gh-pages from @ e0cc3eae66f2acb8dab795b170afd97fd969db3a 🚀

This is an automated email from the ASF dual-hosted git repository.

github-bot pushed a commit to branch gh-pages
in repository https://gitbox.apache.org/repos/asf/airflow-site.git


The following commit(s) were added to refs/heads/gh-pages by this push:
     new b64d3a5f54 Deploying to gh-pages from  @ e0cc3eae66f2acb8dab795b170afd97fd969db3a 🚀
b64d3a5f54 is described below

commit b64d3a5f54b62db0ecc1c9d2642e2936ed653fd3
Author: potiuk <ja...@potiuk.com>
AuthorDate: Tue Jul 12 13:11:10 2022 +0000

    Deploying to gh-pages from  @ e0cc3eae66f2acb8dab795b170afd97fd969db3a 🚀
---
 _gen/indexes/en/blog-index.json                    |   2 +-
 _gen/indexes/en/blog-posts.json                    |   2 +-
 blog/airflow-1.10.10/index.html                    |   4 +-
 blog/airflow-1.10.12/index.html                    |   4 +-
 blog/airflow-1.10.8-1.10.9/index.html              |   4 +-
 blog/airflow-2.2.0/index.html                      |   4 +-
 blog/airflow-2.3.0/index.html                      |   4 +-
 blog/airflow-survey-2020/index.html                |  18 ++--
 blog/airflow-survey-2022/index.html                |  10 ++-
 blog/airflow-survey/index.html                     |   4 +-
 blog/airflow-two-point-oh-is-here/index.html       |   4 +-
 blog/airflow_summit_2021/index.html                |   4 +-
 blog/airflow_summit_2022/index.html                |   4 +-
 blog/announcing-new-website/index.html             |   4 +-
 blog/apache-airflow-for-newcomers/index.html       |   4 +-
 .../index.html                                     |   4 +-
 .../index.html                                     |   4 +-
 .../index.html                                     |   4 +-
 .../index.html                                     |   4 +-
 .../index.html                                     |   4 +-
 blog/index.xml                                     |  16 ++--
 .../index.html                                     |   4 +-
 blog/tags/community/index.xml                      |  16 ++--
 blog/tags/survey/index.xml                         |  16 ++--
 blog/tags/users/index.xml                          |  16 ++--
 .../airflow-user-survey-responses-2020.csv.zip     | Bin 0 -> 28457 bytes
 .../airflow-user-survey-responses-2022.csv.zip     | Bin 0 -> 25899 bytes
 index.html                                         |  32 +++----
 index.xml                                          |  16 ++--
 search/index.html                                  |   4 +-
 sitemap.xml                                        |  98 ++++++++++-----------
 use-cases/adobe/index.html                         |   4 +-
 use-cases/adyen/index.html                         |   4 +-
 use-cases/big-fish-games/index.html                |   4 +-
 use-cases/dish/index.html                          |   4 +-
 use-cases/experity/index.html                      |   4 +-
 use-cases/onefootball/index.html                   |   4 +-
 use-cases/plarium-krasnodar/index.html             |   4 +-
 use-cases/seniorlink/index.html                    |   4 +-
 use-cases/sift/index.html                          |   4 +-
 40 files changed, 187 insertions(+), 163 deletions(-)

diff --git a/_gen/indexes/en/blog-index.json b/_gen/indexes/en/blog-index.json
index 0518b4c241..cf01e2b57a 100644
--- a/_gen/indexes/en/blog-index.json
+++ b/_gen/indexes/en/blog-index.json
@@ -1 +1 @@
-{"version":"2.3.8","fields":["title","description","author","content","tags","url"],"fieldVectors":[["title/It's a \"Breeze\" to develop Apache Airflow",[0,1.626,1,1.064,2,0.165,3,0.349,4,0.473]],["description/It's a \"Breeze\" to develop Apache Airflow",[2,0.189,4,0.354,5,1.791,6,0.909,7,1.791,8,1.045,9,1.045,10,0.699,11,0.909,12,0.796,13,1.791,14,0.699,15,1.791,16,0.016]],["author/It's a \"Breeze\" to develop Apache Airflow",[11,1.353,17,1.556]],["content/It's a \"Breeze\" to develop A [...]
\ No newline at end of file
+{"version":"2.3.8","fields":["title","description","author","content","tags","url"],"fieldVectors":[["title/It's a \"Breeze\" to develop Apache Airflow",[0,1.626,1,1.064,2,0.165,3,0.349,4,0.473]],["description/It's a \"Breeze\" to develop Apache Airflow",[2,0.189,4,0.354,5,1.791,6,0.909,7,1.791,8,1.045,9,1.045,10,0.699,11,0.909,12,0.796,13,1.791,14,0.699,15,1.791,16,0.016]],["author/It's a \"Breeze\" to develop Apache Airflow",[11,1.353,17,1.556]],["content/It's a \"Breeze\" to develop A [...]
\ No newline at end of file
diff --git a/_gen/indexes/en/blog-posts.json b/_gen/indexes/en/blog-posts.json
index 48a27a4079..d8d4803ebb 100644
--- a/_gen/indexes/en/blog-posts.json
+++ b/_gen/indexes/en/blog-posts.json
@@ -1 +1 @@
-[{"content":"## The story behind the Airflow Breeze tool\nInitially, we started contributing to this fantastic open-source project [Apache Airflow] with a team of three which then grew to five. When we kicked it off a year ago, I realized pretty soon where the biggest bottlenecks and areas for improvement in terms of productivity were. Even with the help of our client, who provided us with a “homegrown” development environment it took us literally days to set it up and learn some basics. [...]
\ No newline at end of file
+[{"content":"## The story behind the Airflow Breeze tool\nInitially, we started contributing to this fantastic open-source project [Apache Airflow] with a team of three which then grew to five. When we kicked it off a year ago, I realized pretty soon where the biggest bottlenecks and areas for improvement in terms of productivity were. Even with the help of our client, who provided us with a “homegrown” development environment it took us literally days to set it up and learn some basics. [...]
\ No newline at end of file
diff --git a/blog/airflow-1.10.10/index.html b/blog/airflow-1.10.10/index.html
index d3b6f4b796..f9898bc865 100644
--- a/blog/airflow-1.10.10/index.html
+++ b/blog/airflow-1.10.10/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-04-09T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Apache Airflow 1.10.10">
 <meta itemprop="description" content="We are happy to present Apache Airflow 1.10.10">
 
 
 <meta itemprop="datePublished" content="2020-04-09T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="1143">
 
 
diff --git a/blog/airflow-1.10.12/index.html b/blog/airflow-1.10.12/index.html
index bf293c2983..68284ab959 100644
--- a/blog/airflow-1.10.12/index.html
+++ b/blog/airflow-1.10.12/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-08-25T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Apache Airflow 1.10.12">
 <meta itemprop="description" content="We are happy to present Apache Airflow 1.10.12">
 
 
 <meta itemprop="datePublished" content="2020-08-25T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="911">
 
 
diff --git a/blog/airflow-1.10.8-1.10.9/index.html b/blog/airflow-1.10.8-1.10.9/index.html
index 83df8895e8..c070b7258a 100644
--- a/blog/airflow-1.10.8-1.10.9/index.html
+++ b/blog/airflow-1.10.8-1.10.9/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-02-23T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Apache Airflow 1.10.8 &amp; 1.10.9">
 <meta itemprop="description" content="We are happy to present the new 1.10.8 and 1.10.9 releases of Apache Airflow.">
 
 
 <meta itemprop="datePublished" content="2020-02-23T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="437">
 
 
diff --git a/blog/airflow-2.2.0/index.html b/blog/airflow-2.2.0/index.html
index edee52b67e..aa0ae83cb3 100644
--- a/blog/airflow-2.2.0/index.html
+++ b/blog/airflow-2.2.0/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2021-10-11T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="What&#39;s new in Apache Airflow 2.2.0">
 <meta itemprop="description" content="We&#39;re proud to announce that Apache Airflow 2.2.0 has been released.">
 
 
 <meta itemprop="datePublished" content="2021-10-11T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="658">
 
 
diff --git a/blog/airflow-2.3.0/index.html b/blog/airflow-2.3.0/index.html
index 3e3bb2564c..6132ad189d 100644
--- a/blog/airflow-2.3.0/index.html
+++ b/blog/airflow-2.3.0/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2022-04-30T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Apache Airflow 2.3.0 is here">
 <meta itemprop="description" content="We&#39;re proud to announce that Apache Airflow 2.3.0 has been released.">
 
 
 <meta itemprop="datePublished" content="2022-04-30T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="708">
 
 
diff --git a/blog/airflow-survey-2020/index.html b/blog/airflow-survey-2020/index.html
index 3a6e1dd5d4..3c6d0fd453 100644
--- a/blog/airflow-survey-2020/index.html
+++ b/blog/airflow-survey-2020/index.html
@@ -36,14 +36,14 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2021-03-09T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Airflow Survey 2020">
 <meta itemprop="description" content="We observe steady growth in number of users as well as in an amount of active contributors. So listening and understanding our community is of high importance.">
 
 
 <meta itemprop="datePublished" content="2021-03-09T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
-<meta itemprop="wordCount" content="2106">
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
+<meta itemprop="wordCount" content="2136">
 
 
 
@@ -1174,15 +1174,11 @@ than 60% of users are getting information from Github and Slack channels.</p>
 <td>13</td>
 <td>6.4</td>
 </tr>
-
-<tr>
-<td>Other</td>
-<td></td>
-<td></td>
-</tr>
 </tbody>
 </table>
 
+<p>| Other</p>
+
 <p><strong>Do you use Airflow&rsquo;s data lineage feature? (single choice)</strong></p>
 
 <table>
@@ -2090,6 +2086,10 @@ are willing to upgrade to new ones.</p>
 deployments. However, we hope that with the increase of adoption there will be an increase in people willing
 to share their experience and tools.</p>
 
+<h2 id="data">Data</h2>
+
+<p>If you think I missed something or you simply want to look for insights on your own, the data is available for you here: (Airflow User Survey 2020.csv)[/data/survey-responses/airflow-user-survey-responses-2020.csv.zip]</p>
+
 </div>
 
         
diff --git a/blog/airflow-survey-2022/index.html b/blog/airflow-survey-2022/index.html
index 56978b2d9f..223f7de61c 100644
--- a/blog/airflow-survey-2022/index.html
+++ b/blog/airflow-survey-2022/index.html
@@ -36,14 +36,14 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2022-06-17T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Airflow Survey 2022">
 <meta itemprop="description" content="2021 saw rapid adoption of Airflow 2, and continued growth of the community. This annual survey helps us understand how people are using Airflow, and where we can best focus our efforts going forward.">
 
 
 <meta itemprop="datePublished" content="2022-06-17T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
-<meta itemprop="wordCount" content="3845">
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
+<meta itemprop="wordCount" content="3865">
 
 
 
@@ -2540,6 +2540,10 @@
 
 <p>According to the survey results, DAG Versioning is a winner for new features in Airflow, and it’s not a surprise as this feature may positively impact daily work of Airflow users. It is followed by three other ideas: Dependency management and Data-driven scheduling (42.6%), More dynamic task structure (42.1%) and Multi-Tenancy (37.9%). Another interesting point from that question is that only 11.3% think that support for hybrid executors is needed in Airflow.</p>
 
+<h2 id="data">Data</h2>
+
+<p>If you&rsquo;re interested in taking a look at the raw data yourself, it&rsquo;s available here: (Airflow User Survey 2022.csv)[/data/survey-responses/airflow-user-survey-responses-2022.csv.zip]</p>
+
 </div>
 
         
diff --git a/blog/airflow-survey/index.html b/blog/airflow-survey/index.html
index b2fb6e81cb..eb72519dac 100644
--- a/blog/airflow-survey/index.html
+++ b/blog/airflow-survey/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-12-11T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Airflow Survey 2019">
 <meta itemprop="description" content="Receiving and adjusting to our users’ feedback is a must. Let’s see who Airflow users are, how they play with it, and what they miss.">
 
 
 <meta itemprop="datePublished" content="2019-12-11T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="1775">
 
 
diff --git a/blog/airflow-two-point-oh-is-here/index.html b/blog/airflow-two-point-oh-is-here/index.html
index 4a73d55cf9..6c5caee083 100644
--- a/blog/airflow-two-point-oh-is-here/index.html
+++ b/blog/airflow-two-point-oh-is-here/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-12-17T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Apache Airflow 2.0 is here!">
 <meta itemprop="description" content="We&#39;re proud to announce that Apache Airflow 2.0.0 has been released.">
 
 
 <meta itemprop="datePublished" content="2020-12-17T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="1165">
 
 
diff --git a/blog/airflow_summit_2021/index.html b/blog/airflow_summit_2021/index.html
index 0d4237a0eb..2090d00317 100644
--- a/blog/airflow_summit_2021/index.html
+++ b/blog/airflow_summit_2021/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2021-03-21T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Airflow Summit 2021">
 <meta itemprop="description" content="We are thrilled about Airflow Summit 2021!">
 
 
 <meta itemprop="datePublished" content="2021-03-21T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="77">
 
 
diff --git a/blog/airflow_summit_2022/index.html b/blog/airflow_summit_2022/index.html
index a83caf75dd..cbc42b4fe7 100644
--- a/blog/airflow_summit_2022/index.html
+++ b/blog/airflow_summit_2022/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2022-05-16T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Airflow Summit 2022">
 <meta itemprop="description" content="Airflow Summit 2022 is here">
 
 
 <meta itemprop="datePublished" content="2022-05-16T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="129">
 
 
diff --git a/blog/announcing-new-website/index.html b/blog/announcing-new-website/index.html
index 48994e581c..a6e97ba41d 100644
--- a/blog/announcing-new-website/index.html
+++ b/blog/announcing-new-website/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-12-11T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="New Airflow website">
 <meta itemprop="description" content="We are thrilled about our new website!">
 
 
 <meta itemprop="datePublished" content="2019-12-11T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="282">
 
 
diff --git a/blog/apache-airflow-for-newcomers/index.html b/blog/apache-airflow-for-newcomers/index.html
index e306a40ae7..d9e887374e 100644
--- a/blog/apache-airflow-for-newcomers/index.html
+++ b/blog/apache-airflow-for-newcomers/index.html
@@ -37,14 +37,14 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy to author workflows
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-08-17T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Apache Airflow For Newcomers">
 <meta itemprop="description" content="Apache Airflow is a platform to programmatically author, schedule, and monitor workflows. A workflow is a sequence of tasks that processes a set of data. You can think of workflow as the path that describes how tasks go from being undone to done. Scheduling, on the other hand, is the process of planning, controlling, and optimizing when a particular task should be done.
 Authoring Workflow in Apache Airflow. Airflow makes it easy to author workflows using python scripts.">
 
 
 <meta itemprop="datePublished" content="2020-08-17T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
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diff --git a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index 763464a180..bf4233c586 100644
--- a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
+++ b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="ApacheCon Europe 2019 — Thoughts and Insights by Airflow Committers">
 <meta itemprop="description" content="Here come some thoughts by Airflow committers and contributors from the ApacheCon Europe 2019. Get to know the ASF community!">
 
 
 <meta itemprop="datePublished" content="2019-11-22T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
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diff --git a/blog/documenting-using-local-development-environments/index.html b/blog/documenting-using-local-development-environments/index.html
index 32f6c4c98a..a1a92ae4bb 100644
--- a/blog/documenting-using-local-development-environments/index.html
+++ b/blog/documenting-using-local-development-environments/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Documenting using local development environment">
 <meta itemprop="description" content="The story behind documenting local development environment of Apache Airflow">
 
 
 <meta itemprop="datePublished" content="2019-11-22T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="256">
 
 
diff --git a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
index 4b1edf9e3b..2a3fd8c097 100644
--- a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
+++ b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
@@ -37,14 +37,14 @@ About Me I have been writing tech articles on medium as well as my blog for the
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-12-20T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Experience in Google Season of Docs 2019 with Apache Airflow">
 <meta itemprop="description" content="I came across Google Season of Docs (GSoD) almost by accident, thanks to my extensive HackerNews and Twitter addiction. I was familiar with the Google Summer of Code but not with this program. It turns out it was the inaugural phase. I read the details, and the process felt a lot like GSoC except that this was about documentation.
 About Me I have been writing tech articles on medium as well as my blog for the past 1.">
 
 
 <meta itemprop="datePublished" content="2019-12-20T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="1521">
 
 
diff --git a/blog/experience-with-airflow-as-an-outreachy-intern/index.html b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
index 5d88e7cd5f..ec99dd1dc2 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
+++ b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
@@ -37,14 +37,14 @@ Contribution Period The first thing I had to do was choose a project under an or
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-08-30T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Journey with Airflow as an Outreachy Intern">
 <meta itemprop="description" content="Outreachy is a program which organises three months paid internships with FOSS projects for people who are typically underrepresented in those projects.
 Contribution Period The first thing I had to do was choose a project under an organisation. After going through all the projects I chose “Extending the REST API of Apache Airflow”, because I had a good idea of what REST API(s) are, so I thought it would be easier to get started with the contributions.">
 
 
 <meta itemprop="datePublished" content="2020-08-30T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
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diff --git a/blog/implementing-stable-api-for-apache-airflow/index.html b/blog/implementing-stable-api-for-apache-airflow/index.html
index 2dd0534346..093f23b3ec 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
+++ b/blog/implementing-stable-api-for-apache-airflow/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-07-19T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Implementing Stable API for Apache Airflow">
 <meta itemprop="description" content="An Outreachy intern&#39;s progress report on contributing to Apache Airflow REST API.">
 
 
 <meta itemprop="datePublished" content="2020-07-19T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="703">
 
 
diff --git a/blog/index.xml b/blog/index.xml
index 3d0b885008..f73efd4ee4 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -2074,6 +2074,10 @@
 
 &lt;p&gt;According to the survey results, DAG Versioning is a winner for new features in Airflow, and it’s not a surprise as this feature may positively impact daily work of Airflow users. It is followed by three other ideas: Dependency management and Data-driven scheduling (42.6%), More dynamic task structure (42.1%) and Multi-Tenancy (37.9%). Another interesting point from that question is that only 11.3% think that support for hybrid executors is needed in Airflow.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you&amp;rsquo;re interested in taking a look at the raw data yourself, it&amp;rsquo;s available here: (Airflow User Survey 2022.csv)[/data/survey-responses/airflow-user-survey-responses-2022.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
@@ -3059,15 +3063,11 @@ than 60% of users are getting information from Github and Slack channels.&lt;/p&
 &lt;td&gt;13&lt;/td&gt;
 &lt;td&gt;6.4&lt;/td&gt;
 &lt;/tr&gt;
-
-&lt;tr&gt;
-&lt;td&gt;Other&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;/tr&gt;
 &lt;/tbody&gt;
 &lt;/table&gt;
 
+&lt;p&gt;| Other&lt;/p&gt;
+
 &lt;p&gt;&lt;strong&gt;Do you use Airflow&amp;rsquo;s data lineage feature? (single choice)&lt;/strong&gt;&lt;/p&gt;
 
 &lt;table&gt;
@@ -3975,6 +3975,10 @@ are willing to upgrade to new ones.&lt;/p&gt;
 deployments. However, we hope that with the increase of adoption there will be an increase in people willing
 to share their experience and tools.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you think I missed something or you simply want to look for insights on your own, the data is available for you here: (Airflow User Survey 2020.csv)[/data/survey-responses/airflow-user-survey-responses-2020.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
diff --git a/blog/its-a-breeze-to-develop-apache-airflow/index.html b/blog/its-a-breeze-to-develop-apache-airflow/index.html
index 8e092cab06..1e2f49e581 100644
--- a/blog/its-a-breeze-to-develop-apache-airflow/index.html
+++ b/blog/its-a-breeze-to-develop-apache-airflow/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="It&#39;s a &#34;Breeze&#34; to develop Apache Airflow">
 <meta itemprop="description" content="A Principal Software Engineer&#39;s journey to developer productivity. Learn how Jarek and his team sped up and simplified Airflow development for the community.">
 
 
 <meta itemprop="datePublished" content="2019-11-22T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="124">
 
 
diff --git a/blog/tags/community/index.xml b/blog/tags/community/index.xml
index 1aa0488857..ce76ca4920 100644
--- a/blog/tags/community/index.xml
+++ b/blog/tags/community/index.xml
@@ -2075,6 +2075,10 @@
 
 &lt;p&gt;According to the survey results, DAG Versioning is a winner for new features in Airflow, and it’s not a surprise as this feature may positively impact daily work of Airflow users. It is followed by three other ideas: Dependency management and Data-driven scheduling (42.6%), More dynamic task structure (42.1%) and Multi-Tenancy (37.9%). Another interesting point from that question is that only 11.3% think that support for hybrid executors is needed in Airflow.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you&amp;rsquo;re interested in taking a look at the raw data yourself, it&amp;rsquo;s available here: (Airflow User Survey 2022.csv)[/data/survey-responses/airflow-user-survey-responses-2022.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
@@ -2821,15 +2825,11 @@ than 60% of users are getting information from Github and Slack channels.&lt;/p&
 &lt;td&gt;13&lt;/td&gt;
 &lt;td&gt;6.4&lt;/td&gt;
 &lt;/tr&gt;
-
-&lt;tr&gt;
-&lt;td&gt;Other&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;/tr&gt;
 &lt;/tbody&gt;
 &lt;/table&gt;
 
+&lt;p&gt;| Other&lt;/p&gt;
+
 &lt;p&gt;&lt;strong&gt;Do you use Airflow&amp;rsquo;s data lineage feature? (single choice)&lt;/strong&gt;&lt;/p&gt;
 
 &lt;table&gt;
@@ -3737,6 +3737,10 @@ are willing to upgrade to new ones.&lt;/p&gt;
 deployments. However, we hope that with the increase of adoption there will be an increase in people willing
 to share their experience and tools.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you think I missed something or you simply want to look for insights on your own, the data is available for you here: (Airflow User Survey 2020.csv)[/data/survey-responses/airflow-user-survey-responses-2020.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
diff --git a/blog/tags/survey/index.xml b/blog/tags/survey/index.xml
index f0e95ae0fa..6f8d3f3fe3 100644
--- a/blog/tags/survey/index.xml
+++ b/blog/tags/survey/index.xml
@@ -2075,6 +2075,10 @@
 
 &lt;p&gt;According to the survey results, DAG Versioning is a winner for new features in Airflow, and it’s not a surprise as this feature may positively impact daily work of Airflow users. It is followed by three other ideas: Dependency management and Data-driven scheduling (42.6%), More dynamic task structure (42.1%) and Multi-Tenancy (37.9%). Another interesting point from that question is that only 11.3% think that support for hybrid executors is needed in Airflow.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you&amp;rsquo;re interested in taking a look at the raw data yourself, it&amp;rsquo;s available here: (Airflow User Survey 2022.csv)[/data/survey-responses/airflow-user-survey-responses-2022.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
@@ -2758,15 +2762,11 @@ than 60% of users are getting information from Github and Slack channels.&lt;/p&
 &lt;td&gt;13&lt;/td&gt;
 &lt;td&gt;6.4&lt;/td&gt;
 &lt;/tr&gt;
-
-&lt;tr&gt;
-&lt;td&gt;Other&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;/tr&gt;
 &lt;/tbody&gt;
 &lt;/table&gt;
 
+&lt;p&gt;| Other&lt;/p&gt;
+
 &lt;p&gt;&lt;strong&gt;Do you use Airflow&amp;rsquo;s data lineage feature? (single choice)&lt;/strong&gt;&lt;/p&gt;
 
 &lt;table&gt;
@@ -3674,6 +3674,10 @@ are willing to upgrade to new ones.&lt;/p&gt;
 deployments. However, we hope that with the increase of adoption there will be an increase in people willing
 to share their experience and tools.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you think I missed something or you simply want to look for insights on your own, the data is available for you here: (Airflow User Survey 2020.csv)[/data/survey-responses/airflow-user-survey-responses-2020.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
diff --git a/blog/tags/users/index.xml b/blog/tags/users/index.xml
index 3ad65fedcc..03ae62ebf4 100644
--- a/blog/tags/users/index.xml
+++ b/blog/tags/users/index.xml
@@ -2075,6 +2075,10 @@
 
 &lt;p&gt;According to the survey results, DAG Versioning is a winner for new features in Airflow, and it’s not a surprise as this feature may positively impact daily work of Airflow users. It is followed by three other ideas: Dependency management and Data-driven scheduling (42.6%), More dynamic task structure (42.1%) and Multi-Tenancy (37.9%). Another interesting point from that question is that only 11.3% think that support for hybrid executors is needed in Airflow.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you&amp;rsquo;re interested in taking a look at the raw data yourself, it&amp;rsquo;s available here: (Airflow User Survey 2022.csv)[/data/survey-responses/airflow-user-survey-responses-2022.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
@@ -2758,15 +2762,11 @@ than 60% of users are getting information from Github and Slack channels.&lt;/p&
 &lt;td&gt;13&lt;/td&gt;
 &lt;td&gt;6.4&lt;/td&gt;
 &lt;/tr&gt;
-
-&lt;tr&gt;
-&lt;td&gt;Other&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;/tr&gt;
 &lt;/tbody&gt;
 &lt;/table&gt;
 
+&lt;p&gt;| Other&lt;/p&gt;
+
 &lt;p&gt;&lt;strong&gt;Do you use Airflow&amp;rsquo;s data lineage feature? (single choice)&lt;/strong&gt;&lt;/p&gt;
 
 &lt;table&gt;
@@ -3674,6 +3674,10 @@ are willing to upgrade to new ones.&lt;/p&gt;
 deployments. However, we hope that with the increase of adoption there will be an increase in people willing
 to share their experience and tools.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you think I missed something or you simply want to look for insights on your own, the data is available for you here: (Airflow User Survey 2020.csv)[/data/survey-responses/airflow-user-survey-responses-2020.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
diff --git a/data/survey-responses/airflow-user-survey-responses-2020.csv.zip b/data/survey-responses/airflow-user-survey-responses-2020.csv.zip
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index 0000000000..ae3bd8ce3a
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diff --git a/data/survey-responses/airflow-user-survey-responses-2022.csv.zip b/data/survey-responses/airflow-user-survey-responses-2022.csv.zip
new file mode 100644
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diff --git a/index.html b/index.html
index 80324d29e4..39c2db2378 100644
--- a/index.html
+++ b/index.html
@@ -1233,12 +1233,12 @@
             <div id="integrations-container" class="list-items">
                 
                 
-                <a class="list-item" href="/docs/apache-airflow-providers-imap/stable/index.html">
+                <a class="list-item" href="/docs/apache-airflow-providers-yandex/stable/index.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Internet Message Access Protocol (IMAP)</span>
+        <span class="box-event__integration--name">Yandex.Cloud</span>
     </div>
 </div>
 
@@ -1246,12 +1246,12 @@
                 
                 
                 
-                <a class="list-item" href="/docs/apache-airflow-providers-zendesk/stable/index.html">
+                <a class="list-item" href="/docs/apache-airflow-providers-google/stable/operators/cloud/dataproc.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Zendesk</span>
+        <span class="box-event__integration--name">Google Dataproc</span>
     </div>
 </div>
 
@@ -1259,12 +1259,12 @@
                 
                 
                 
-                <a class="list-item" href="/docs/apache-airflow-providers-asana/stable/operators/asana.html">
+                <a class="list-item" href="/docs/apache-airflow-providers-google/stable/operators/cloud/speech_to_text.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Asana</span>
+        <span class="box-event__integration--name">Google Cloud Speech-to-Text</span>
     </div>
 </div>
 
@@ -1272,12 +1272,12 @@
                 
                 
                 
-                <a class="list-item" href="/docs/apache-airflow-providers-amazon/stable/operators/glue.html">
+                <a class="list-item" href="/docs/apache-airflow-providers-google/stable/index.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">AWS Glue</span>
+        <span class="box-event__integration--name">Google Discovery API</span>
     </div>
 </div>
 
@@ -1285,12 +1285,12 @@
                 
                 
                 
-                <a class="list-item" href="/docs/apache-airflow-providers-google/stable/operators/cloud/cloud_composer.html">
+                <a class="list-item" href="/docs/apache-airflow-providers-yandex/stable/operators.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Google Cloud Composer</span>
+        <span class="box-event__integration--name">Yandex.Cloud Dataproc</span>
     </div>
 </div>
 
@@ -1298,12 +1298,12 @@
                 
                 
                 
-                <a class="list-item" href="/docs/apache-airflow-providers-neo4j/stable/operators/neo4j.html">
+                <a class="list-item" href="/docs/apache-airflow-providers-apache-drill/stable/operators.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Neo4j</span>
+        <span class="box-event__integration--name">Apache Drill</span>
     </div>
 </div>
 
@@ -1311,12 +1311,12 @@
                 
                 
                 
-                <a class="list-item" href="/docs/apache-airflow-providers-amazon/stable/operators/quicksight.html">
+                <a class="list-item" href="/docs/apache-airflow-providers-google/stable/operators/marketing_platform/campaign_manager.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Amazon QuickSight</span>
+        <span class="box-event__integration--name">Google Campaign Manager</span>
     </div>
 </div>
 
@@ -1324,12 +1324,12 @@
                 
                 
                 
-                <a class="list-item" href="/docs/apache-airflow-providers-microsoft-azure/stable/index.html">
+                <a class="list-item" href="/docs/apache-airflow-providers-apache-hdfs/stable/operators/webhdfs.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Microsoft Azure Files</span>
+        <span class="box-event__integration--name">WebHDFS</span>
     </div>
 </div>
 
diff --git a/index.xml b/index.xml
index 342a6e5e10..e12506f596 100644
--- a/index.xml
+++ b/index.xml
@@ -2073,6 +2073,10 @@
 
 &lt;p&gt;According to the survey results, DAG Versioning is a winner for new features in Airflow, and it’s not a surprise as this feature may positively impact daily work of Airflow users. It is followed by three other ideas: Dependency management and Data-driven scheduling (42.6%), More dynamic task structure (42.1%) and Multi-Tenancy (37.9%). Another interesting point from that question is that only 11.3% think that support for hybrid executors is needed in Airflow.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you&amp;rsquo;re interested in taking a look at the raw data yourself, it&amp;rsquo;s available here: (Airflow User Survey 2022.csv)[/data/survey-responses/airflow-user-survey-responses-2022.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
@@ -3058,15 +3062,11 @@ than 60% of users are getting information from Github and Slack channels.&lt;/p&
 &lt;td&gt;13&lt;/td&gt;
 &lt;td&gt;6.4&lt;/td&gt;
 &lt;/tr&gt;
-
-&lt;tr&gt;
-&lt;td&gt;Other&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;td&gt;&lt;/td&gt;
-&lt;/tr&gt;
 &lt;/tbody&gt;
 &lt;/table&gt;
 
+&lt;p&gt;| Other&lt;/p&gt;
+
 &lt;p&gt;&lt;strong&gt;Do you use Airflow&amp;rsquo;s data lineage feature? (single choice)&lt;/strong&gt;&lt;/p&gt;
 
 &lt;table&gt;
@@ -3974,6 +3974,10 @@ are willing to upgrade to new ones.&lt;/p&gt;
 deployments. However, we hope that with the increase of adoption there will be an increase in people willing
 to share their experience and tools.&lt;/p&gt;
 
+&lt;h2 id=&#34;data&#34;&gt;Data&lt;/h2&gt;
+
+&lt;p&gt;If you think I missed something or you simply want to look for insights on your own, the data is available for you here: (Airflow User Survey 2020.csv)[/data/survey-responses/airflow-user-survey-responses-2020.csv.zip]&lt;/p&gt;
+
       </description>
     </item>
     
diff --git a/search/index.html b/search/index.html
index 54bfce7621..de6a5b915c 100644
--- a/search/index.html
+++ b/search/index.html
@@ -35,12 +35,12 @@
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 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Search Results">
 <meta itemprop="description" content="">
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="0">
 
 
diff --git a/sitemap.xml b/sitemap.xml
index 05d2df205b..1460e33536 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -4,172 +4,172 @@
   
   <url>
     <loc>/docs/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-survey-2022/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/community/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/survey/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/tags/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/users/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/airflow-summit/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow_summit_2022/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-2.3.0/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/release/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-2.2.0/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow_summit_2021/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-survey-2020/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-two-point-oh-is-here/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-1.10.12/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/apache-airflow-for-newcomers/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/announcements/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/rest-api/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-1.10.10/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-1.10.8-1.10.9/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/documentation/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-survey/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/announcing-new-website/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/development/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/documenting-using-local-development-environments/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/adobe/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/adyen/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/big-fish-games/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
@@ -178,77 +178,77 @@
   
   <url>
     <loc>/community/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/dish/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/ecosystem/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/experity/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/install/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/meetups/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/onefootball/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/plarium-krasnodar/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/privacy-notice/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/roadmap/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/search/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/seniorlink/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/sift/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/</loc>
-    <lastmod>2022-07-12T06:47:31-04:00</lastmod>
+    <lastmod>2022-07-12T07:00:28-06:00</lastmod>
   </url>
   
 </urlset>
\ No newline at end of file
diff --git a/use-cases/adobe/index.html b/use-cases/adobe/index.html
index c46fd9c1a9..537bfb0dbd 100644
--- a/use-cases/adobe/index.html
+++ b/use-cases/adobe/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/adobe/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Adobe">
 <meta itemprop="description" content="What was the problem? Modern big data platforms need sophisticated data pipelines connecting to many backend services enabling complex workflows. These workflows need to be deployed, monitored, and run either on regular schedules or triggered by external events. Adobe Experience Platform component services architected and built an orchestration service to enable their users to author, schedule, and monitor complex hierarchical (including sequential a [...]
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="251">
 
 
diff --git a/use-cases/adyen/index.html b/use-cases/adyen/index.html
index 2bec8fcc46..425a7235f1 100644
--- a/use-cases/adyen/index.html
+++ b/use-cases/adyen/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/adyen/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Adyen">
 <meta itemprop="description" content="What was the problem? Many years ago we started out with our own orchestration framework. Due to all the required custom functionality it made sense at the time. However, quickly we realized creating an orchestration tool is not to be underestimated. With the quickly increasing number of users and teams, time spent on fixing issues increased, severely limiting development speed. Furthermore, due to it not being open source, we constantly had to make  [...]
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
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diff --git a/use-cases/big-fish-games/index.html b/use-cases/big-fish-games/index.html
index bc8ec14942..442e49c5ee 100644
--- a/use-cases/big-fish-games/index.html
+++ b/use-cases/big-fish-games/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/big-fish-games/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Big Fish Games">
 <meta itemprop="description" content="What was the problem? The main challenge is the lack of standardized ETL workflow orchestration tools. PowerShell and Python-based ETL frameworks built in-house are currently used for scheduling and running analytical workloads. However, there is no web UI through which we can monitor these workflows and it requires additional effort to maintain this framework. These scheduled jobs based on external dependencies are not well suited to modern Big Data [...]
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="336">
 
 
diff --git a/use-cases/dish/index.html b/use-cases/dish/index.html
index d7f6578284..52bf1b817b 100644
--- a/use-cases/dish/index.html
+++ b/use-cases/dish/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/dish/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Dish">
 <meta itemprop="description" content="What was the problem? We faced increasing complexity managing lengthy crontabs with scheduling being an issue, this required carefully planning timing due to resource constraints, usage patterns, and especially custom code needed for retry logic. In the last case, having to verify success of previous jobs and/or steps prior to running the next. Furthermore, time to results is important, but we were increasingly relying on buffers for processing, wher [...]
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="248">
 
 
diff --git a/use-cases/experity/index.html b/use-cases/experity/index.html
index 44e447b8fa..71d14786f4 100644
--- a/use-cases/experity/index.html
+++ b/use-cases/experity/index.html
@@ -36,13 +36,13 @@ How did Apache Airflow help to solve this problem? Ultimately we decided flexibl
 <meta property="og:url" content="/use-cases/experity/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Experity">
 <meta itemprop="description" content="What was the problem? We had to deploy our complex, flagship app to multiple nodes in multiple ways. This required tasks to communicate across Windows nodes and coordinate timing perfectly. We did not want to buy an expensive enterprise scheduling tool and needed ultimate flexibility.
 How did Apache Airflow help to solve this problem? Ultimately we decided flexible, multi-node, DAG capable tooling was key and airflow was one of the few tools that fit that bill.">
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
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diff --git a/use-cases/onefootball/index.html b/use-cases/onefootball/index.html
index 9f51f818f1..d1c2b79df1 100644
--- a/use-cases/onefootball/index.html
+++ b/use-cases/onefootball/index.html
@@ -36,13 +36,13 @@ On top of that, new data tools appear each month: third party data sources, clou
 <meta property="og:url" content="/use-cases/onefootball/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Onefootball">
 <meta itemprop="description" content="What was the problem? With millions of daily active users, managing the complexity of data engineering at Onefootball is a constant challenge. Lengthy crontabs, multiplication of custom API clients, erosion of confidence in the analytics served, increasing heroism (&ldquo;only one person can solve this issue&rdquo;). Those are the challenges that most teams face unless they consciously invest in their tools and processes.
 On top of that, new data tools appear each month: third party data sources, cloud providers solutions, different storage technologies&hellip; Managing all those integrations is costly and brittle, especially for small data engineering teams that are trying to do more with less.">
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
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diff --git a/use-cases/plarium-krasnodar/index.html b/use-cases/plarium-krasnodar/index.html
index bee8af9a91..6780e0f0e5 100644
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@@ -35,12 +35,12 @@
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+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Plarium Krasnodar">
 <meta itemprop="description" content="What was the problem? Our Research &amp; Development department carries out various experiments, and in all of them, we need to create workflow orchestrations for solving tasks in game dev. Previously, we didn&rsquo;t have any suitable tools with a sufficient number of built-in functions, and we had to orchestrate processes manually and entirely from scratch every time. This led to difficulties with dependencies and monitoring when building complex w [...]
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="257">
 
 
diff --git a/use-cases/seniorlink/index.html b/use-cases/seniorlink/index.html
index 23bcb601ca..6b10e68a6a 100644
--- a/use-cases/seniorlink/index.html
+++ b/use-cases/seniorlink/index.html
@@ -36,13 +36,13 @@ We had built a robust stack of batch processes to deliver value to the business,
 <meta property="og:url" content="/use-cases/seniorlink/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Seniorlink">
 <meta itemprop="description" content="What was the problem? Here at Seniorlink, we provide services, support, and technology that engages family caregivers. One of our focuses is using data to bolster our knowledge and improve the experience of our users. Like many looking to build an effective data stack, we adopted a Python, Spark, Redshift, and Tableau core toolset.
 We had built a robust stack of batch processes to deliver value to the business, deploying these data services in AWS using a mixture of EMR, ECS, Lambda, and EC2.">
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="400">
 
 
diff --git a/use-cases/sift/index.html b/use-cases/sift/index.html
index e937c268f3..ee18008812 100644
--- a/use-cases/sift/index.html
+++ b/use-cases/sift/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/sift/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2022-07-12T06:47:31-04:00" /><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-07-12T07:00:28-06:00" /><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Sift">
 <meta itemprop="description" content="What was the problem? At Sift, we’re constantly training machine learning models that feed into the core of Sift’s Digital Trust &amp; Safety platform. The platform gives our customers a way to discern suspicious online behavior from trustworthy behavior, allowing our customers to protect their online transactions, maintain the integrity of their content platforms, and keep their users’ accounts secure. To make this possible, we’ve built model traini [...]
 
 
-<meta itemprop="dateModified" content="2022-07-12T06:47:31-04:00" />
+<meta itemprop="dateModified" content="2022-07-12T07:00:28-06:00" />
 <meta itemprop="wordCount" content="641">