Extract UNHCR Reports

This task extracts UNHCR report links, then scrapes each individual page for information and downloads any documentation.
Extract UNHCR Reports
1
Browser Control

Go

url
https://microdata...
waitUntil
networkidle
2
Data Extraction

Save Attribute

all
true
attribute
href
helper
h5 a
3
Interaction

Loop Start

type
data
loop_data
{step_2}
4
Browser Control

Go

url
{step_3}
waitUntil
networkidle
5
Interaction

Assert

type
element_exists
text
Documentation
helper
li[class*="nav-it...
6
Interaction

If Then

step
5
output
true
7
Data Extraction

Save Text

all
false
helper
div[class*="stat-...
8
Interaction

If Then

step
5
output
true
9
Data Extraction

Save Structured Data

format
JSON
data
title */div[1]/di...
helper
/html/body/div[1]...
10
Interaction

If Then

step
5
output
true
11
Interaction

Click

helper
li[class*="nav-it...
12
Interaction

If Then

step
5
output
true
13
Interaction

Download

helper
a[class*="downloa...
Example Output
{
  "go": [
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/6211",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:52:11 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:52:10 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:52:08 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:52:08 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b5017f1724ffc8d701a344e5520ecb27dac96e5332d8e28b1cf2049d807d6c180260d437d85c526a4e73cd0e2114890299472ec39df7e327b4d6ea59bbec71868c3539cc1c9efc139fdde87660cb0b735f7e; Path=/;\nTS01fa65e4=017189f947e941a64422ecca11b9a33de2f4b908b10f5f41c9780befe8ea6b8957a9a698ee2526237575c12d5b31b6a1caaab3058319ec81e2d2444617570d59961f3a22358e5985b936061c00ebdf072d6597dd9ea672ddc8eca6d53ea2d76ff9edb710ad1d00c9662fe91b3e3a0ad0583c5c0bee; Path=/;\n__cf_bm=jPYPg3AScMYcERRB1C3ja_EuEQorOwY.gU1GXfe6fbw-1711709531-1.0.1.1-Pxf2iRk0YE34.We.uXzikUMwyILHbU9N8LoYyW80vi0uSn3fFLoM.X54hod7e2il_6cBpN81wjPUztinXSKa7w; path=/; expires=Fri, 29-Mar-24 11:22:11 GMT; domain=.worldbank.org; HttpOnly; Secure; SameSite=None",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf4f0cfa8d57ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/6209",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:52:23 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:52:23 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:52:20 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:52:20 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b50138dea608b4ba02064318bc5dc32dec8a1d85f6d6a177d3c2bcc8d0e7a651df2162cbcb2dfd57134238bd5ac75be4b2923af6ec1816a233230e0f75a3a2764c2d954f5366f29bcb5cb030defc3b6fdc4c; Path=/;\nTS01fa65e4=017189f94784a7e796939053b91ae7d1c76de0a8120f5f41c9780befe8ea6b8957a9a698ee2526237575c12d5b31b6a1caaab3058319ec81e2d2444617570d59961f3a22358e5985b936061c00ebdf072d6597dd9eb39a363ae9f41cbb839002941571f3aa3b56f13fcb75a909ace53f47f7540018; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf4f588bb157ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/6210",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:52:43 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:52:43 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:52:42 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:52:42 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b501724575a7f2d08b7fe8520c74469bcec438a81bc57ba454ef4289047c523e1e37b3eca56116f9871013dd51235e634f68efe610677c234d0b037e7961be6b6f0683a267fb8127868b2c8c1f05bf2aa44a; Path=/;\nTS01fa65e4=017189f9473f5751373e224d2adae2de87ecc1642c0f5f41c9780befe8ea6b8957a9a698ee2526237575c12d5b31b6a1caaab3058319ec81e2d2444617570d59961f3a22358e5985b936061c00ebdf072d6597dd9edbefdfe36c82223ea5a2288d5b900d618893900d5c5e928ba7e1901950cd17f6; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf4fde0c4c57ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/5866",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:52:56 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:52:55 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:52:53 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:52:54 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b5018d5a1186c731a203bc2911c5c71025afebe4ab519cae66062dfc7195269fc90fb93ed6772d1ba1453fc373df9544fb9f764653466dd4682401eb8a66b8c8b0b0c2a09322932f09e698830771791b86f1; Path=/;\nTS01fa65e4=01359ee976b4bd77a67f68dc63b154124661be42c80186dddbcd4e6f43551a884139f20171ccda01cc81bbca5c36a9583f199acc92a08ebbb54e423e25fa758d2d44e38808a5612cf588bb9aae87f7e7f342f3b02c7e99d91e04306c90669b2f94ae4f2fd4; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf5027ea3157ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/5867",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:53:07 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:53:07 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:53:05 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:53:05 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01ebd1be3bb7dd80831913bd67132802c892bcb10e12560a694a043ed1ae9474523fdcf293b6bf980ea14e98c283264ddbb448b79cc02b59df9dc2a3eaff2c22ee2e15d9f637e47823d194884e5c65b7dcc103d0d5; Path=/;\nTS01fa65e4=01359ee976c88b20dc4ee97525863f01276ee0c4180186dddbcd4e6f43551a884139f20171ccda01cc81bbca5c36a9583f199acc92a08ebbb54e423e25fa758d2d44e38808a5612cf588bb9aae87f7e7f342f3b02ca353a6ecbf4ddb872b86a0be197f2021; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf5070b9dc57ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/5872",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:53:19 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:53:19 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:53:16 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:53:17 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b50163a7e40f1e808548418346e9d78f2dc866762c15b3393479cf41c1d8a324b442c54ceead0ae548437d9cf551ecf20e2b3de8c9a453d36841ef1f9549f9f63a063628ac9bfbadde6f6269981761c179c4; Path=/;\nTS01fa65e4=01359ee9766a142df467e656a0197d673100548e360186dddbcd4e6f43551a884139f20171ccda01cc81bbca5c36a9583f199acc92a08ebbb54e423e25fa758d2d44e38808a5612cf588bb9aae87f7e7f342f3b02c5620bfb20718c28ccbfdb42c3759bd91; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf50b83f7c57ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/5175",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:53:31 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:53:30 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:53:29 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:53:29 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b501acb75a9165439b835462bbb97ea91a881fbfc7d2e514adbd0f886913e6cd512dcc367fc237cfa2d419708761c666dffae849b1621ba5c17058c0de19056e093c6f63edac2bd1ede1c697acd9b4681804; Path=/;\nTS01fa65e4=017189f9470931c05938abe888eb1c7dda7663d245aee6e1a4e10ddfec8974239552b9914144668c8cb1c5ad905141f4fb11a2bf2840d4b7cc43c2ece6c7c13ef69e31151bf6ef14ff0bffe9e62071f54cdca75c828e7f20c8688d9e14c0f1c9ab28525dda; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf5103bcf657ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/5178",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:53:42 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:53:41 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:53:40 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:53:40 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b50152689eed19f2ba6fc93db359565598661eeafa6097653046d91711a77464f46e71c2d15d08f8a9f67d2253d52d3ee1efbe0f23adfb76e2c6b7da5e55240e5d6f40fdafb88ad2e51f06adc7fdfa0f20bb; Path=/;\nTS01fa65e4=017189f947dbdf5a6cd42dd6c007e1cfa64b775896aee6e1a4e10ddfec8974239552b9914144668c8cb1c5ad905141f4fb11a2bf2840d4b7cc43c2ece6c7c13ef69e31151bf6ef14ff0bffe9e62071f54cdca75c82ff14ae2ccb7b2f38d55e259034cf1a5b; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf514a0b9457ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/5180",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:53:54 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:53:54 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:53:52 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:53:52 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b501978885f6b74fa1d9f9386dba1c5844fc6c4ac64fde6a1e5f9cbf6fdc413a2314e6e9b4d94df7904df70473131ebd850bbfe71aeffba1eed383eb913965652301029e5911ec1aa778b53e706fa2476a11; Path=/;\nTS01fa65e4=017189f947d73aa1567ef5f4c796aaaff4509fe1d6aee6e1a4e10ddfec8974239552b9914144668c8cb1c5ad905141f4fb11a2bf2840d4b7cc43c2ece6c7c13ef69e31151bf6ef14ff0bffe9e62071f54cdca75c826e0df597f2710356fcde16acd1bb8f22; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf51933c4557ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/5179",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:54:06 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:54:06 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:54:04 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:54:04 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b50141a8a212137072ba52222a99b851fd35944962368926492c41e4c1a9c007a97cf0b1a6e97d55654eaadc59f5e0c4c1ae67c317fc5c42ce05c5e3c78d98fdd179f73e774b0453ad5728c979e64748fd3e; Path=/;\nTS01fa65e4=017189f94739ba87954428262420e1f715d5536997aee6e1a4e10ddfec8974239552b9914144668c8cb1c5ad905141f4fb11a2bf2840d4b7cc43c2ece6c7c13ef69e31151bf6ef14ff0bffe9e62071f54cdca75c827b83410187e87dae1dccc56b0c07ca9b; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf51de9d7557ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/5181",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:54:18 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:54:17 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:54:16 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:54:16 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01fbb1b5011d8896a13ab157a7cefa82d1dc2d7c6aa1adf10f88a120aa4c80d540f6955fa0c467aa88ea7fe62281c7069df766a09ffd0f17d44a8f300285dce865a1cf02418412f02ac9082fcc6c970ea5baed7acb; Path=/;\nTS01fa65e4=017189f9472e92306f5a2d3b01c8dc9d642a3db088aee6e1a4e10ddfec8974239552b9914144668c8cb1c5ad905141f4fb11a2bf2840d4b7cc43c2ece6c7c13ef69e31151bf6ef14ff0bffe9e62071f54cdca75c8244e254833a0e6971e2dfc3bd3685b1ea; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf522bbd0357ba-IAD",
        "content-encoding": "gzip"
      }
    },
    {
      "status": 200,
      "location": "https://microdata.worldbank.org/index.php/catalog/5176",
      "headers": {
        "status": "200",
        "date": "Fri, 29 Mar 2024 10:54:31 GMT",
        "content-type": "text/html; charset=UTF-8",
        "cache-control": "no-store, no-cache, must-revalidate, max-age=0,post-check=0, pre-check=0",
        "pragma": "no-cache",
        "expires": "Sat, 26 Jul 1997 05:00:00 GMT",
        "last-modified": "Fri, 29 Mar 2024 10:54:30 GMT",
        "set-cookie": "ccsrf=557c353a1e660573952763e88ce0091e; expires=Fri, 29-Mar-2024 12:54:29 GMT; Max-Age=7200; path=/; SameSite=Strict\nihsn_nada=2ieav3frkdo7fd5q4uhv61gl49pm07pm; expires=Fri, 29-Mar-2024 12:54:29 GMT; Max-Age=7200; path=/; HttpOnly; SameSite=Lax\nTS01b02907=01ebd1be3b620986bffe3492ff4cdc9207d0347d6b3c7a6961b44c215e385a029362b5e66ae5e85546acae71f5fb13a55914a49f9d3a8d76fb8e18fea1c7c9b28efae8b8df10e085146f4cbc8c5c722f93f44d579b; Path=/;\nTS01fa65e4=01359ee97682544df4a1281501f6d4c4862672b6184f32b9cb5a5aeb64ac08753528de254a5161c5744019f3875b09844dc14e73918dd81951184c820fcf7374befb763b9cc446289d88531c63310751fcda3cd90d0d2ab03aa967edc7a8d3aaa00a4fafa2; Path=/;",
        "cf-cache-status": "DYNAMIC",
        "server": "cloudflare",
        "cf-ray": "86bf527d496657ba-IAD",
        "content-encoding": "gzip"
      }
    },
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    {
      "link": "https://microdata.worldbank.org/index.php/catalog/6211",
      "title": "Border Monitoring, Unofficial Crossing Points 2022",
      "topics": "Topic\n                    \n            \n                                        \n                                                Livelihood and Social cohesion                                    \n            \n        \n                                        \n                                                Education                                    \n            \n        \n                                        \n                                                Basic Needs                                    \n            \n        \n                                        \n                                                Domestic Needs/Household Support                                    \n            \n        \n                                        \n                                                Shelter/Other Infrastructure                                    \n            \n        \n                                        \n                                                Legal Assistance/Protection",
      "producers": "Name\n                        Abbreviation\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UNHCR                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Data Group                                    \n                                        \n                                                DECDG                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "The situation inside Afghanistan deteriorated in 2021 and had significant consequences for the most vulnerable among the population. Iran and Pakistan, which are neighbours of Afghanistan, also host some 8.2 million registered Afghan refugees and other Afghans with different statuses. The majority of registered refugees fled Afghanistan over the years, including from as early as 1979.\n\nUNHCR has expanded its border monitoring in Afghanistan to include unofficial crossing points to understand flows and frequency on Afghans departing via these points, assess to territory and “the right to seek asylum” as well as the barriers which hinder the movement of people who may need international protection. Interviews at unofficial crossing points were held with key informants such as local residents in border areas, drivers, hotel and restaurant owners or border officials in over 50 locations, through Kunduz, Jalalabad, Herat, Gardez, Mazar and Kandahar field locations. Key informants gave estimates of weekly flows and their composition. This monitoring activity found that the majority of movements to Iran (84%) happen via unofficial border crossings, while less than 1% of movements to Pakistan happen via unofficial border crossings.\n\nThis dataset is the anonymized version of the original data."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/6209",
      "title": "Emergency Shelter Rapid Assessment Mechanism 2022",
      "topics": "Topic\n                    \n            \n                                        \n                                                Emergency Shelter and NFI                                    \n            \n        \n                                        \n                                                Shelter/Other Infrastructure                                    \n            \n        \n                                        \n                                                Water Sanitation Hygiene                                    \n            \n        \n                                        \n                                                Protection                                    \n            \n        \n                                        \n                                                Core Relief items (CRIs)",
      "producers": "Name\n                        Abbreviation\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UNHCR                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Data Group                                    \n                                        \n                                                DECDG                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "According to the Afghanistan Humanitarian Needs Overview 2023, 28.3 million people need humanitarian assistance with 9.7 million need Emergency Shelter and Non-Food Items (ES/NFI) assistance. The Rapid Assessment Mechanism (RAM) aims to provide a structured and standardized approach to identify and prioritize the population most in need of ES/NFI assistance as well as to inform allocations. Two rounds of  data collection were completed in April and November 2022. In March April 10,900 interviews were conducted by 38 partners. In the following 2nd round, 8200 interviews were conducted. The survey covered 109 prioritised sites. 84% of surveyed households reported that they were unable to repair their shelter because of financial barriers.  81% reported not having sufficient winter clothes and 77% reported not having enough heating devices. Furthermore, 35% said they felt unsafe in their shelters."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/6210",
      "title": "Post-Distribution Monitoring of Emergency Shelter and Non-Food Items 2022",
      "topics": "Topic\n                    \n            \n                                        \n                                                Water Sanitation Hygiene                                    \n            \n        \n                                        \n                                                Health                                    \n            \n        \n                                        \n                                                Elderly and Disabled                                    \n            \n        \n                                        \n                                                Core Relief items (CRIs)                                    \n            \n        \n                                        \n                                                Reproductive Health",
      "producers": "Name\n                        Abbreviation\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UNHCR                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Data Group                                    \n                                        \n                                                DECDG                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "According to the Afghanistan Humanitarian Needs and Planned Response 2023, 28.3 million people are in need of humanitarian assistance and 9.7 million are in need of Emergency Shelter and Non-Food Items (ES/NFI) assistance. A nation-wide post-distribution monitoring (PDM) was conducted to provide an independent evaluation of the ES/NFI assistance delivered by partners. The target population included households who received one of the following four types of assistance between August and November 2022: cash for shelter repair & upgrade, cash for rent, inkind shelter repair & upgrade, and in-kind NFI support. This assessment was conducted by phone between 11-22 December and reached 735 respondent. The survey found that 95% of all beneficiary households reported being overall satisfied (38%) or very satisfied (57%) with the assistance delivered. Cash was the preferred modality for 95% of beneficiary households and 75% of beneficiary households reported that the condition of their shelter had improved largely (41%) or moderately (34%) as a result of the assistance."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5866",
      "title": "Rapid Household Assessments 2022",
      "topics": "Topic\n                    \n            \n                                        \n                                                Protection                                    \n            \n        \n                                        \n                                                Shelter/Other Infrastructure                                    \n            \n        \n                                        \n                                                Basic Needs                                    \n            \n        \n                                        \n                                                Mental Health and Psychosocial Support",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Economics Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "Following the change in authority in Afghanistan on 15 August 2021 and the resulting declaration of a Level 3 emergency, UNHCR introduced a rapid assessment methodology to quickly assess humanitarian and protection needs throughout the country as part of scale-up by UNHCR to respond to the unfolding crisis.  The primary focus of the assessments were IDPs and IDP returnees who account for the majority of the households interviewed in these assessments. Nonetheless, as UNHCR takes a whole-of-community approach in its assistance programme, vulnerable host community members were also assessed, alongside a small number of refugee returnees, asylum seekers and refugees, as well as deported and spontaneous returnees under an area-based approach. The Rapid Household Assessments (RHAF) covers all 34 provinces with a population of 19.8 millions (Annual Statistical Report 2021)."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5867",
      "title": "Social-Economic Vulnerability Assessment 2022",
      "topics": "Topic\n                    \n            \n                                        \n                                                Livelihood and Social cohesion                                    \n            \n        \n                                        \n                                                Solutions                                    \n            \n        \n                                        \n                                                Shelter/Other Infrastructure",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "UNHCR through REACH/IMPACT Initiative, conducted a Socio-Economic Vulnerability Assessment (SEVA) in 47 Priority Areas of Return and Reintegration (PARRs) across the country. To understand the current status of reintegration for displaced groups prior to Co-PROSPER implementation in the PARR districts, REACH/IMPACT Initiative conducted a baseline evaluation of the 50 newly selected PARR locations across four different dimensions: 1) community leadership inclusivity, 2) community relations and stability, 3) strengthening public services and equitable access, and 4) livelihood and economic outlook. Indices were created to determine a baseline for these four key objectives.\nThe assessment covered 6,067 HH interviews in 47 PARRs and targeted refugee returnees, IDPs, IDP returnees and host communities. In addition, Neighborhood Maps (nMaps) were developed to identify key infrastructure and services in each PARR."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5872",
      "title": "Voluntary Repatriation 2022",
      "topics": "Topic\n                    \n            \n                                        \n                                                Cash Assistance                                    \n            \n        \n                                        \n                                                Solutions                                    \n            \n        \n                                        \n                                                Basic Needs",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Economics Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "UNHCR monitors refugee returnees through the process of Voluntary Repatriation to Afghanistan. As part of this process, UNHCR interviews refugees willing to return to Afghanistan at the Voluntary Repatriation Centers in the country of asylum, monitors the return condition through household-level interviews at the Encashment Centers in Afghanistan and follows up on the returnees' situation in the areas of return one to six months later through phone surveys. Upon return to Afghanistan, returnees are assisted at four Encashment Centers with a cash grant to support their immediate humanitarian needs and transportation costs.\n\nThis dataset is from household interviews at the Encashment Centers. Other datasets from Encashment Centers are available for each year from 2010 to 2022. The objective of the interviews is to record details on the returnee households and family members including the amount of cash grant received."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5175",
      "title": "Eastern Region: Post-Distribution Monitoring of Cash-Based Interventions 2020",
      "topics": "Topic\n                    \n            \n                                        \n                                                Cash Assistance                                    \n            \n        \n                                        \n                                                Shelter/Other Infrastructure                                    \n            \n        \n                                        \n                                                Protection",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Economics Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "Cash-based Interventions (CBIs) are a dignified form of assistance, giving recipients the ability to immediately prioritise and address their needs for food, shelter/accommodation, and other necessities. CBIs also directly complement community protection measures and support the local economy and can contribute to peaceful coexistence within and across communities. UNHCR Afghanistan has used cash-based interventions for several years for a wide range of purposes, including voluntary repatriation, basic needs, community-based protection, and livelihoods among others. UNHCR seeks to improve cash programming by regularly and systematically collecting information through post-distribution monitoring (PDM) on several aspects related to UNHCR’s CBIs including efficiency of cash delivery, access to markets, use of cash, unmet needs and coping strategies. Findings are expected to help UNHCR to improve the way the CBIs are designed and delivered. \n\nThis PDM covers two CBI programmes delivered by UNHCR in in the Eastern Region of Afghanistan in 2020, cash for protection and cash for shelter. Cash for protection was designed to support households with specific protection profiles to cope with the socio-economic consequences of COVID-19 and avoid harmful coping strategies. Cash for shelter was designed to support vulnerable households with conditional cash grants to construct safe and dignified shelter. While the programmes were carried out countrywide, supporting 13,792 households with cash for protection and 506 with cash for shelter, the Eastern Region supported the largest number of CBI recipients. As such, this region was prioritized for the PDM data collection which took place in Kunar, Laghman, Nangarhar, and Nuristan provinces."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5178",
      "title": "Evaluation of Community-Based Protection and Solutions Programme in Priority Areas of Return and Re-integration in Afghanistan, Household Survey December 2021",
      "topics": "Topic\n                    \n            \n                                        \n                                                Health and Nutrition                                    \n            \n        \n                                        \n                                                Protection                                    \n            \n        \n                                        \n                                                Community Services                                    \n            \n        \n                                        \n                                                Livelihood and Social cohesion                                    \n            \n        \n                                        \n                                                Peace Building/Conflict Prevention Sector                                    \n            \n        \n                                        \n                                                Income Generation",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Economics Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "Since 2017, the United Nations High Commissioner for Refugees (UNHCR) has been supporting durable solutions aimed at returns and reintegration through its Community based Protection and Solutions Programme Response (Co-PROSPER) in Priority Areas of Return and Reintegration (PARR).\n\nInitially supporting 1,347,207 individuals in 20 PARR locations in 11 provinces, in 2021, the programme was then further expanded in December 2021 to an additional 1,423,775 individuals in another 20 PARR locations in 19 provinces. In order to establish a baseline for the population prior to intervention, IMPACT conducted a Socio-Economic Vulnerability Assessment (SEVA) of the 20 locations.\n\nBetween 22 November and 5 December 2021, IMPACT interviewed 2,031 households in each of the 20 new PARR locations on household vulnerabilities, community leadership inclusivity, service quality and access, livelihoods and economic outlook, and community relations and stability."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5180",
      "title": "Evaluation of Community-Based Protection and Solutions Programme in Priority Areas of Return and Re-integration in Afghanistan, Household Survey March 2021",
      "topics": "Topic\n                    \n            \n                                        \n                                                Health and Nutrition                                    \n            \n        \n                                        \n                                                Protection                                    \n            \n        \n                                        \n                                                Community Services                                    \n            \n        \n                                        \n                                                Livelihood and Social cohesion                                    \n            \n        \n                                        \n                                                Peace Building/Conflict Prevention Sector                                    \n            \n        \n                                        \n                                                Income Generation",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Economics Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "Following the influx of refugee-returnees from Pakistan and Iran in 2016, UNHCR has been supporting the Government of the Islamic Republic of Afghanistan's (GoIRA) Ministry of Refugees and Repatriation (MoRR) through a series of programmes aimed at providing durable solutions for returnees and long-term displaced populations in Afghanistan. 20 locations were identified by UNHCR and GoIRA as Priority Areas of Return and Reintegration (PARR locations). In these locations, large populations of refugee-returnees, internally displaced persons (IDPs) and host communities live together. Within these PARR locations, UNHCR implemented its short and medium-term Community-based Protection and Solutions Programme Response (CO-PROSPER) programmes to promote long-term development initiatives. UNHCR aimed to develop an area-based, humanitarian-development-peace triple nexus response to support durable solutions and create conducive conditions for the sustainable reintegration of displaced persons.\n\nTo understand the impact of these programmes on the PARR locations, IMPACT Initiatives (IMPACT) conducted an evaluation of the impact of the programmes in PARR locations across four different dimensions: 1) community leadership inclusivity, 2) strengthening public services and equitable access, 3) income generation and economic empowerment, and 4) peacebuilding, and created indices to measure progress over these four key objectives that can be compared against the programme goals.\n\nIn order to conduct this assessment, a mixed-method approach was used with two structured tools with separate methodologies to assess each site as follows.\n\nA HH level tool was used to interview a representative sample of HHs in each of the 20 PARR locations, with a 95% confidence level and a 10% margin of error. While aggregated (to the overall HH level) results are representative by population group (IDPs, refugee-returnees, and host communities) and by location, findings per population group in the locations are indicative only.\n\nHousehold data collection took place from 20 February to 4 March 2021. A total of 2,039 households in representing a total population of 1,347,207 people (approximately 192,458 households) across 20 PARR locations were interviewed."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5179",
      "title": "Evaluation of Community-Based Protection and Solutions Programme in Priority Areas of Return and Re-integration in Afghanistan, Key Informants Interview December 2021",
      "topics": "Topic\n                    \n            \n                                        \n                                                Health and Nutrition                                    \n            \n        \n                                        \n                                                Protection                                    \n            \n        \n                                        \n                                                Community Services                                    \n            \n        \n                                        \n                                                Livelihood and Social cohesion                                    \n            \n        \n                                        \n                                                Peace Building/Conflict Prevention Sector                                    \n            \n        \n                                        \n                                                Income Generation",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Economics Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "Since 2017, the United Nations High Commissioner for Refugees (UNHCR) has been supporting durable solutions aimed at returns and reintegration through its Community based Protection and Solutions Programme Response (Co-PROSPER) in Priority Areas of Return and Reintegration (PARR).\n\nInitially supporting 1,347,207 individuals in 20 PARR locations in 11 provinces, in 2021, the programme was then further expanded in December 2021 to an additional 1,423,775 individuals in another 20 PARR locations in 19 provinces. In order to establish a baseline for the population prior to intervention, IMPACT conducted a Socio-Economic Vulnerability Assessment (SEVA) of the 20 locations.\n\nBetween 22 November and 5 December 2021, IMPACT interviewed 2,031 households in each of the 20 new PARR locations on household vulnerabilities, community leadership inclusivity, service quality and access, livelihoods and economic outlook, and community relations and stability.\n\nKey Informant (KIs) interviews were conducted to assess community leadership in each of the 20 new PARR locations to provide indicative information on infrastructure, service presence, stakeholder presence, and conditions faced by specific displacement groups in each site. The KI survey also aimed to provide additional information on each site and location to complement HH survey findings. Nine KIs were interviewed in each location (except for two locations where certain population groups were absent)."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5181",
      "title": "Evaluation of Community-Based Protection and Solutions Programme in Priority Areas of Return and Re-integration in Afghanistan, Key Informants Interviews March 2021",
      "topics": "Topic\n                    \n            \n                                        \n                                                Health                                    \n            \n        \n                                        \n                                                Education",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Economics Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "Following the influx of refugee-returnees from Pakistan and Iran in 2016, UNHCR has been supporting the Government of the Islamic Republic of Afghanistan’s (GoIRA) Ministry of Refugees and Repatriation (MoRR) through a series of programmes aimed at providing durable solutions for returnees and long-term displaced populations in Afghanistan. 20 locations were identified by UNHCR and GoIRA as Priority Areas of Return and Reintegration (PARR locations). In these locations, large populations of refugee-returnees, internally displaced persons (IDPs) and host communities live together. Within these PARR locations, UNHCR implemented its short and medium-term Community-based Protection and Solutions Programme Response (CO-PROSPER) programmes to promote long-term development initiatives. UNHCR aimed to develop an area-based, humanitarian-development-peace triple nexus response to support durable solutions and create conducive conditions for the sustainable reintegration of displaced persons.\n\nTo understand the impact of these programmes on the PARR locations, IMPACT Initiatives (IMPACT) conducted an evaluation of the impact of the programmes in PARR locations across four different dimensions: 1) community leadership inclusivity, 2) strengthening public services and equitable access, 3) income generation and economic empowerment, and 4) peacebuilding, and created indices to measure progress over these four key objectives that can be compared against the programme goals.\n\nIn order to conduct this assessment, a mixed-method approach was used with two structured tools with separate methodologies to assess each site as follows.\nA HH level tool was used to interview a representative sample of HHs in each of the 20 PARR locations, with a 95% confidence level and a 10% margin of error. While aggregated (to the overall HH level) results are representative by population group (IDPs, refugee-returnees, and host communities) and by location, findings per population group in the locations are indicative only.\n\nIn addition, Key Informants (KIs) were interviewed to assess community leadership in each of the 20 PARR locations to provide indicative information on infrastructure, service presence, stakeholder presence, and conditions faced by specific displacement groups in each site. Nine KIs were interviewed in each location (except for three locations).\n\nBetween 21 February and 5 March 2021, 2,039 HHs and 168 KIs were interviewed across all 20 PARR locations."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5176",
      "title": "Multi-Sectorial Rapid Assessments 2021",
      "topics": "Topic\n                    \n            \n                                        \n                                                Protection                                    \n            \n        \n                                        \n                                                Health                                    \n            \n        \n                                        \n                                                Livelihood and Social cohesion                                    \n            \n        \n                                        \n                                                Return                                    \n            \n        \n                                        \n                                                Solutions",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Economics Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "Following the change in authority in Afghanistan on 15 August 2021, UNHCR introduced a rapid assessment methodology to quickly assess humanitarian and protection needs throughout the country as part of scale-up by UNHCR to respond to the unfolding crisis. The assessments were carried out between October - December 2021. \n\nThe primary focus of the assessments were IDPs and IDP returnees who account for the majority of the households interviewed in these assessments. Nonetheless, as UNHCR takes a whole-of-community approach in its assistance programme, vulnerable host community members were also assessed, alongside a small number of refugee returnees, asylum seekers and refugees, as well as deported and spontaneous returnees under an area-based approach.\n\nThe majority of the assessments were conducted in the Southern Region due to the fact that conflict increased over JuneJuly 2021 in the South and people were displaced into urban areas and could not be reached. When the fighting subsided following the change in authority on 15 August 2021, many families immediately returned to their places of origin. As their needs were assumed to be high, they were prioritized for assessment."
    },
    {
      "link": "https://microdata.worldbank.org/index.php/catalog/5865",
      "title": "Protection Monitoring 2021",
      "topics": "Topic\n                    \n            \n                                        \n                                                Protection                                    \n            \n        \n                                        \n                                                Legal Assistance/Protection                                    \n            \n        \n                                        \n                                                Return                                    \n            \n        \n                                        \n                                                Basic Needs                                    \n            \n        \n                                        \n                                                Solutions",
      "producers": "Name\n                        Affiliation\n                        Role\n                    \n            \n                                        \n                                                UN Refugee Agency                                    \n                                        \n                                                UN                                    \n                                        \n                                                Metadata producer                                    \n            \n        \n                                        \n                                                Development Economics Data Group                                    \n                                        \n                                                The World Bank                                    \n                                        \n                                                Metadata adapted for World Bank Microdata Library",
      "abstract": "The people of Afghanistan are facing a humanitarian, human rights and protection crisis. The numbers are overwhelming: 97% of Afghans could potentially plunge into poverty by mid-2022 and half the country’s population is in need of humanitarian assistance. Following the record displacement of nearly 700,000 people in 2021, some 9.2 million IDPs and returnees remain in some form of displacement and in need of support to return where possible. These staggeringly high levels of displacement are fueling a range of protection risks, particularly for undocumented Afghans returning to the country, including those deported from neighbouring countries. \n\nMassive economic contraction along with crisis in banking and financial system, severe drought and rising food prices, has meant people have resorted increasingly to negative coping strategies. Despite the significant decrease in the overall level of conflict and number of civilian casualties following the changes in the political environment since 15 August 2021, threats to the civilian population in Afghanistan persist including the killing and injury of civilians, high levels of explosive ordnance contamination, forced displacement, gender-based violence and violations against children.\n\nThe report was prepared in collaboration with six partners undertaking protection monitoring: DRC, IOM, IRC, NRC, CORDAid and UNHCR, using the data collected in 2021 from 37,258 households."
    }
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}

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