diff --git a/backend/api/common/Controller/Coins.php b/backend/api/common/Controller/Coins.php
index 66a8ffc..0c9b2ba 100644
--- a/backend/api/common/Controller/Coins.php
+++ b/backend/api/common/Controller/Coins.php
@@ -63,4 +63,108 @@ class Coins {
     $output['deleted'] = $status;
     return $this->withJson($response, $output);
   }
+  public function values(Request $request, Response $response, ModelFactory $factory, $coin_id): Response {
+    $coin = $factory->find(Coin::class)->one($coin_id);
+    if (!$coin) {
+      return $this->withJson($response, ['coin' => null, 'values' => []]);
+    }
+    $values = $coin->values();
+    if ($values === null) {
+      return $this->withJson($response, [
+        'coin' => $coin->toArray(),
+        'values' => []
+      ]);
+    }
+    usort($values, function($a, $b) {
+      return $a->dateTime()->timestamp - $b->dateTime()->timestamp;
+    });
+    $values = array_map(function($item) {
+      $arr = $item->toArray();
+      $arr['formatted'] = $item->unit()->format($item->value);
+      return $arr;
+    }, $values);
+    $output = [
+      'coin' => $coin->toArray(),
+      'values' => $values
+    ];
+    return $this->withJson($response, $output);
+  }
+  public function valuesMonth(Request $request, Response $response, ModelFactory $factory, $coin_id): Response {
+    $coin = $factory->find(Coin::class)->one($coin_id);
+    if (!$coin) {
+      return $this->withJson($response, ['coin' => null, 'values' => []]);
+    }
+    $values = $coin->values('month');
+    if ($values === null) {
+      return $this->withJson($response, [
+        'coin' => $coin->toArray(),
+        'values' => []
+      ]);
+    }
+    usort($values, function($a, $b) {
+      return $a->dateTime()->timestamp - $b->dateTime()->timestamp;
+    });
+    $values = array_map(function($item) {
+      $arr = $item->toArray();
+      $arr['formatted'] = $item->unit()->format($item->value);
+      return $arr;
+    }, $values);
+    $output = [
+      'coin' => $coin->toArray(),
+      'values' => $values
+    ];
+    return $this->withJson($response, $output);
+  }
+  public function valuesSixMonths(Request $request, Response $response, ModelFactory $factory, $coin_id): Response {
+    $coin = $factory->find(Coin::class)->one($coin_id);
+    if (!$coin) {
+      return $this->withJson($response, ['coin' => null, 'values' => []]);
+    }
+    $values = $coin->values('months');
+    if ($values === null) {
+      return $this->withJson($response, [
+        'coin' => $coin->toArray(),
+        'values' => []
+      ]);
+    }
+    usort($values, function($a, $b) {
+      return $a->dateTime()->timestamp - $b->dateTime()->timestamp;
+    });
+    $values = array_map(function($item) {
+      $arr = $item->toArray();
+      $arr['formatted'] = $item->unit()->format($item->value);
+      return $arr;
+    }, $values);
+    $output = [
+      'coin' => $coin->toArray(),
+      'values' => $values
+    ];
+    return $this->withJson($response, $output);
+  }
+  public function valuesYear(Request $request, Response $response, ModelFactory $factory, $coin_id): Response {
+    $coin = $factory->find(Coin::class)->one($coin_id);
+    if (!$coin) {
+      return $this->withJson($response, ['coin' => null, 'values' => []]);
+    }
+    $values = $coin->values('year');
+    if ($values === null) {
+      return $this->withJson($response, [
+        'coin' => $coin->toArray(),
+        'values' => []
+      ]);
+    }
+    usort($values, function($a, $b) {
+      return $a->dateTime()->timestamp - $b->dateTime()->timestamp;
+    });
+    $values = array_map(function($item) {
+      $arr = $item->toArray();
+      $arr['formatted'] = $item->unit()->format($item->value);
+      return $arr;
+    }, $values);
+    $output = [
+      'coin' => $coin->toArray(),
+      'values' => $values
+    ];
+    return $this->withJson($response, $output);
+  }
 }
diff --git a/backend/api/common/Service/Update.php b/backend/api/common/Service/Update.php
index 3add238..3cb48ad 100644
--- a/backend/api/common/Service/Update.php
+++ b/backend/api/common/Service/Update.php
@@ -1,16 +1,18 @@
 <?php
 namespace ProVM\Crypto\Common\Service;
 
+use GuzzleHttp\Client;
 use Carbon\Carbon;
 use ProVM\Common\Factory\Model as Factory;
 use ProVM\Crypto\Coin;
+use ProVM\Crypto\Value;
 
 class Update {
   protected $factory;
-  protected $execs;
-  public function __construct(Factory $factory, array $executables) {
+  protected $client;
+  public function __construct(Factory $factory, Client $client) {
     $this->factory = $factory;
-    $this->execs = $executables;
+    $this->client = $client;
     $this->load();
   }
   public function load() {
@@ -22,39 +24,154 @@ class Update {
   }
   protected $coins;
   public function register(int $coin_id, int $type = 0) {
-    /*if (array_search($coin_id, $this->coins[$type]) !== false) {
-      return;
-    }*/
+    if (array_search($coin_id, $this->coins[$type]) !== false) {
+      return false;
+    }
     $this->coins[$type] []= $coin_id;
     $this->getHistorical($coin_id, $type);
     $check = \ORM::for_table('coin_registers')->where('coin_id', $coin_id)->find_one();
     if (!$check) {
-      \ORM::raw_execute("INSERT INTO coin_registers (coin_id, type) VALUES (?, ?)", [$coin_id, $type]);
+      return \ORM::raw_execute("INSERT INTO coin_registers (coin_id, type, date_Time) VALUES (?, ?, NOW())", [$coin_id, $type]);
     }
     return true;
   }
   protected function getHistorical(int $coin_id, int $type) {
     $coin = $this->factory->find(Coin::class)->one($coin_id);
     $f = Carbon::now();
-    $exe = [$this->execs[$type]];
+    $url = [];
     switch ($type) {
       case 0:
-        $exe []= '-i ' . $coin->identifier;
-        $exe []= '-c usd,clp';
-        $exe []= 'hist -hi';
-        $exe []= '-f ' . $f->copy()->subYears(10)->timestamp;
-        $exe []= '-t ' . $f->timestamp();
-        break;
+        return $this->getHistoricalCrypto($coin);
       case 1:
-        $exe []= '-i ' . $coin->identifier;
-        $exe []= 'hist -hi';
-        $exe []= '-s ' . $f->copy()->subYears(10)->year;
-        break;
+        return $this->getHistoricalIndicador($coin);
+      default:
+        return false;
     }
-    !d(implode(' ', $exe));
-    $output = shell_exec(implode(' ', $exe));
-    !d($output);
+  }
+  protected function getHistoricalCrypto(Coin $coin) {
+    $f = Carbon::now();
+    $url = [];
+    $url []= 'crypto';
+    $url []= 'historical';
+    $url []= $coin->identifier;
+    $url []= $f->copy()->subYears(10)->timestamp;
+    $url []= $f->timestamp;
+    $url = implode('/', $url);
+    $to = $this->factory->find(Coin::class)->where([['code', 'USD']])->one();
+    $response = $this->client->get($url);
+    $results = json_decode($response->getBody()->getContents());
+    $created = [];
+    foreach ($results->prices as $result) {
+      $d = Carbon::createFromTimestamp(substr($result[0], 0, -3));
+      $value = $result[1];
+      $data = [
+        'date_time' => $d->format('Y-m-d H:i:s'),
+        'coin_id' => $coin->id,
+        'value' => $value,
+        'unit_id' => $to->id
+      ];
+      $value = Value::add($this->factory, $data);
+      $status = $value->save();
+      $created []= [
+        'value' => $value->toArray(),
+        'created' => $status
+      ];
+    }
+    return $created;
+  }
+  protected function getHistoricalIndicador(Coin $coin) {
+    $f = Carbon::now();
+    $urls = [];
+    for ($i = 10; $i >= 0; $i --) {
+      $url = [];
+      $url []= 'indicador';
+      $url []= 'historical';
+      $url []= $coin->identifier;
+      $url []= $f->copy()->subYears($i)->year;
+      $urls []= implode('/', $url);
+    }
+    $to = $this->factory->find(Coin::class)->where([['code', 'CLP']])->one();
+    $created = [];
+    foreach ($urls as $url) {
+      $response = $this->client->get($url);
+      $results = json_decode($response->getBody()->getContents());
+      foreach ($results->serie as $result) {
+        $d = Carbon::parse($result->fecha);
+        $value = $result->valor;
+        $data = [
+          'date_time' => $d->format('Y-m-d H:i:s'),
+          'coin_id' => $coin->id,
+          'value' => $value,
+          'unit_id' => $to->id
+        ];
+        $value = Value::add($this->factory, $data);
+        $status = $value->save();
+        $created []= [
+          'value' => $value->toArray(),
+          'created' => $status
+        ];
+      }
+    }
+    return $created;
   }
   public function run() {
+    $created = [];
+    $created = array_merge($created, $this->getCryptos($this->coins[0]));
+    $created = array_merge($created, $this->getIndicadores($this->coins[1]));
+    return $created;
+  }
+  protected function getCryptos(array $coins) {
+    $created = [];
+    foreach ($coins as $coin_id) {
+      $coin = $this->factory->find(Coin::class)->one($coin_id);
+      $url = [];
+      $url []= 'crypto';
+      $url []= $coin->identifier;
+      $url = implode('/', $url);
+      $to = $this->factory->find(Coin::class)->where([['code', 'USD']])->one();
+      $response = $this->client->get($url);
+      $results = json_decode($response->getBody()->getContents());
+      $data = [
+        'date_time' => $results->n->last_updated_at,
+        'coin_id' => $coin->id,
+        'value' => 1 / $results->n->usd,
+        'unit_id' => $to->id
+      ];
+      $value = Value::add($this->factory, $data);
+      $status = $value->save();
+      $created []= [
+        'value' => $value->toArray(),
+        'created' => $status
+      ];
+    }
+    return $created;
+  }
+  protected function getIndicadores(array $coins) {
+    $created = [];
+    foreach ($coins as $coin_id) {
+      $coin = $this->factory->find(Coin::class)->one($coin_id);
+      $f = Carbon::now();
+      $url = [];
+      $url []= 'indicador';
+      $url []= $coin->identifier;
+      $url []= $f->format('d-m-Y');
+      $url = implode('/', $url);
+      $to = $this->factory->find(Coin::class)->where([['code', 'CLP']])->one();
+      $response = $this->client->get($url);
+      $results = json_decode($response->getBody()->getContents());
+      $data = [
+        'date_time' => $results->serie[0]->fecha,
+        'coin_id' => $coin->id,
+        'value' => $results->serie[0]->valor,
+        'unit_id' => $to->id
+      ];
+      $value = Value::add($this->factory, $data);
+      $status = $value->save();
+      $created []= [
+        'value' => $value->toArray(),
+        'created' => $status
+      ];
+    }
+    return $created;
   }
 }
diff --git a/backend/api/composer.json b/backend/api/composer.json
index c1d8a3d..3c1c334 100644
--- a/backend/api/composer.json
+++ b/backend/api/composer.json
@@ -11,7 +11,8 @@
         "provm/models": "^1.0-rc",
         "spatie/crypto": "^2.0",
         "robmorgan/phinx": "^0.12.5",
-        "nesbot/carbon": "^2.49"
+        "nesbot/carbon": "^2.49",
+        "guzzlehttp/guzzle": "^7.3"
     },
     "require-dev": {
         "phpunit/phpunit": "^9.5",
diff --git a/backend/api/resources/routes/api/coins.php b/backend/api/resources/routes/api/coins.php
index 8a0e4b4..e17d801 100644
--- a/backend/api/resources/routes/api/coins.php
+++ b/backend/api/resources/routes/api/coins.php
@@ -9,5 +9,11 @@ $app->group('/coins', function($app) {
 $app->group('/coin/{coin_id}', function($app) {
   $app->put('/edit', [Coins::class, 'edit']);
   $app->delete('/delete', [Coins::class, 'delete']);
+  $app->group('/values', function($app) {
+    $app->get('/month', [Coins::class, 'valuesMonth']);
+    $app->get('/months', [Coins::class, 'valuesSixMonths']);
+    $app->get('/year', [Coins::class, 'valuesYear']);
+    $app->get('[/]', [Coins::class, 'values']);
+  });
   $app->get('[/]', [Coins::class, 'show']);
 });
diff --git a/backend/api/setup/api/settings.php b/backend/api/setup/api/settings.php
index 7a68ef8..b21d358 100644
--- a/backend/api/setup/api/settings.php
+++ b/backend/api/setup/api/settings.php
@@ -23,16 +23,5 @@ return [
     ]);
     return (object) $arr;
   },
-  'coingecko' => function(Container $c) {
-    return implode(DIRECTORY_SEPARATOR, [
-      $c->get('locations')->bin,
-      'coingecko'
-    ]);
-  },
-  'mindicador' => function(Container $c) {
-    return implode(DIRECTORY_SEPARATOR, [
-      $c->get('locations')->bin,
-      'mindicador'
-    ]);
-  }
+  'python_api' => $_ENV['PYTHON_API']
 ];
diff --git a/backend/api/setup/api/setups.php b/backend/api/setup/api/setups.php
index 98501da..aee0ab4 100644
--- a/backend/api/setup/api/setups.php
+++ b/backend/api/setup/api/setups.php
@@ -12,13 +12,13 @@ return [
   ProVM\Common\Factory\Model::class => function(Container $container) {
     return new ProVM\Crypto\Common\Factory\Model();
   },
+  GuzzleHttp\Client::class => function(Container $container) {
+    return new GuzzleHttp\Client(['base_uri' => $container->get('python_api')]);
+  },
   ProVM\Crypto\Common\Service\Update::class => function(Container $container) {
     return new ProVM\Crypto\Common\Service\Update(
       $container->get(ProVM\Crypto\Common\Factory\Model::class),
-      [
-        $container->get('coingecko'),
-        $container->get('mindicador')
-      ]
+      $container->get(GuzzleHttp\Client::class)
     );
   }
 ];
diff --git a/backend/api/src/Coin.php b/backend/api/src/Coin.php
index 1819aa9..9163b5e 100644
--- a/backend/api/src/Coin.php
+++ b/backend/api/src/Coin.php
@@ -1,6 +1,7 @@
 <?php
 namespace ProVM\Crypto;
 
+use Carbon\Carbon;
 use ProVM\Common\Alias\Model;
 use ProVM\Common\Factory\Model as Factory;
 
@@ -16,19 +17,52 @@ use ProVM\Common\Factory\Model as Factory;
  */
 class Coin extends Model {
   protected static $_table = 'coins';
-  protected static $fields = ['code', 'name', 'prefix', 'suffix', 'decimals', 'ref_url'];
+  protected static $fields = ['code', 'name', 'identifier', 'prefix', 'suffix', 'decimals', 'ref_url'];
 
   public function format(float $value): string {
     $output = [];
-    if ($this->prefix == '') {
+    if ($this->prefix != '') {
       $output []= $this->prefix;
     }
     $output []= number_format($value, $this->decimals ?? 0, ',', '.');
-    if ($this->suffix == '') {
+    if ($this->suffix != '') {
       $output []= $this->suffix;
     }
     return implode(' ', $output);
   }
+  protected $values;
+  public function values($period = null) {
+    if ($this->values === null) {
+      $this->values = $this->parentOf(Value::class, [Model::CHILD_KEY => 'coin_id']);
+    }
+    if ($this->values === null) {
+      return $this->values;
+    }
+    if ($period === null) {
+      return $this->values;
+    }
+    $f = Carbon::now();
+    switch ($period) {
+      case 'month':
+      case 'mes':
+        $m = $f->copy()->subMonths(1);
+        return array_filter($this->values, function($item) use ($m) {
+          return ($item->dateTime()->greaterThanOrEqualTo($m));
+        });
+      case 'months':
+      case 'meses':
+      $m = $f->copy()->subMonths(6);
+      return array_filter($this->values, function($item) use ($m) {
+        return ($item->dateTime()->greaterThanOrEqualTo($m));
+      });
+      case 'year':
+      case 'año':
+      $m = $f->copy()->subYears(1);
+      return array_filter($this->values, function($item) use ($m) {
+        return ($item->dateTime()->greaterThanOrEqualTo($m));
+      });
+    }
+  }
 
   public static function find(Factory $factory, $input) {
     return $factory->find(Coin::class)->where([['code', $input->code]])->one();