diff --git a/data/bible.csv b/data/bible.csv
index 9debf35..fc1001b 100644
--- a/data/bible.csv
+++ b/data/bible.csv
@@ -1,25 +1,25 @@
-Name,Role,Book,Chapter,Verse
-Adam,First Man,Genesis,1,1
-Eve,First Woman,Genesis,22,5
-Noah,Builder of the Ark,Genesis,12,10
-Abraham,Father of Nations,Genesis,6,15
-Sarah,Wife of Abraham,Genesis,28,2
-Moses,Leader of the Exodus,Exodus,2,3
-Aaron,Brother of Moses,Exodus,13,8
-David,King of Israel,1 Samuel,8,4
-Solomon,Wisest Man,Proverbs,12,9
-Isaiah,Prophet,Isaiah,4,6
-Jeremiah,Prophet,Jeremiah,3,16
-John the Baptist,Forerunner of Jesus,Matthew,12,5
-Jesus Christ,Son of God,Matthew,5,10
-Mary,Mother of Jesus,Luke,6,15
-Peter,Apostle,Matthew,4,2
-Andrew,Apostle,Matthew,3,3
-James the Greater,Apostle,Matthew,5,8
-John the Evangelist,Apostle,John,3,4
-Philip,Apostle,Matthew,6,9
-Thomas,Apostle,Matthew,4,6
-James the Lesser,Apostle,Matthew,18,9
-Jude Thaddeus,Apostle,Matthew,9,12
-Simon the Zealot,Apostle,Matthew,27,3
-Bartholomew,Apostle,Matthew,6,2
+Name,Role,Book,Chapter,Verse,Reference
+Adam,First Man,Genesis,1,1,"In the beginning, God created the heavens and the earth."
+Eve,First Woman,Genesis,22,5,"Abraham said to his young men, “Stay here with the donkey. The boy and I will go yonder. We will worship, and come back to you.”"
+Noah,Builder of the Ark,Genesis,12,10,"There was a famine in the land. Abram went down into Egypt to live as a foreigner there, for the famine was severe in the land."
+Abraham,Father of Nations,Genesis,6,15,"This is how you shall make it. The length of the ship shall be three hundred cubits, its width fifty cubits, and its height thirty cubits."
+Sarah,Wife of Abraham,Genesis,28,2,"Arise, go to Paddan Aram, to the house of Bethuel your mother’s father. Take a wife from there from the daughters of Laban, your mother’s brother."
+Moses,Leader of the Exodus,Exodus,2,3,"When she could no longer hide him, she took a papyrus basket for him, and coated it with tar and with pitch. She put the child in it, and laid it in the reeds by the river’s bank."
+Aaron,Brother of Moses,Exodus,13,8,"You shall tell your son in that day, saying, ‘It is because of that which Yahweh did for me when I came out of Egypt.’"
+David,King of Israel,1 Samuel,8,4,Then all the elders of Israel gathered themselves together and came to Samuel to Ramah.
+Solomon,Wisest Man,Proverbs,12,9,"Better is he who is little know, and has a servant,than he who honors himself, and lacks bread."
+Isaiah,Prophet,Isaiah,4,6,"There will be a pavilion for a shade in the daytime from the heat, and for a refuge and for a shelter from storm and from rain."
+Jeremiah,Prophet,Jeremiah,3,16,"It will come to pass, when you are multiplied and increased in the land, in those days,” says Yahweh, “they will no longer say, ‘the ark of Yahweh’s covenant!’ It will not come to mind. They won’t remember it. They won’t miss it, nor will another be made."
+John the Baptist,Forerunner of Jesus,Matthew,12,5,"Or have you not read in the law, that on the Sabbath day, the priests in the temple profane the Sabbath, and are guiltless?"
+Jesus Christ,Son of God,Matthew,5,10,"Blessed are those who have been persecuted for righteousness’ sake,for theirs is the Kingdom of Heaven."
+Mary,Mother of Jesus,Luke,6,15,"Matthew; Thomas; James, the son of Alphaeus; Simon, who was called the Zealot;"
+Peter,Apostle,Matthew,4,2,"When he had fasted forty days and forty nights, he was hungry afterward."
+Andrew,Apostle,Matthew,3,3,"For this is he who was spoken of by Isaiah the prophet, saying,“The voice of one crying in the wilderness,make ready the way of the Lord.Make his paths straight.”"
+James the Greater,Apostle,Matthew,5,8,"Blessed are the pure in heart,for they shall see God."
+John the Evangelist,Apostle,John,3,4,"Nicodemus said to him, “How can a man be born when he is old? Can he enter a second time into his mother’s womb, and be born?”"
+Philip,Apostle,Matthew,6,9,"Pray like this: ‘Our Father in heaven, may your name be kept holy."
+Thomas,Apostle,Matthew,4,6,"and said to him, “If you are the Son of God, throw yourself down, for it is written, ‘He will put his angels in charge of you.’ and,‘On their hands they will bear you up,so that you don’t dash your foot against a stone.’”"
+James the Lesser,Apostle,Matthew,18,9,"If your eye causes you to stumble, pluck it out, and cast it from you. It is better for you to enter into life with one eye, rather than having two eyes to be cast into the Gehennaof fire."
+Jude Thaddeus,Apostle,Matthew,9,12,"When Jesus heard it, he said to them,“Those who are healthy have no need for a physician, but those who are sick do."
+Simon the Zealot,Apostle,Matthew,27,3,"Then Judas, who betrayed him, when he saw that Jesus was condemned, felt remorse, and brought back the thirty pieces of silver to the chief priests and elders,"
+Bartholomew,Apostle,Matthew,6,2,"Therefore when you do merciful deeds, don’t sound a trumpet before yourself, as the hypocrites do in the synagogues and in the streets, that they may get glory from men. Most certainly I tell you, they have received their reward."
diff --git a/data/dataframe.csv b/data/dataframe.csv
new file mode 100644
index 0000000..0f00378
--- /dev/null
+++ b/data/dataframe.csv
@@ -0,0 +1,28 @@
+facts,success
+It’s been demonstrated that dogs can reduce both physical and emotional anxiety.,True
+"The Beagle came into prominence in the 1300s and 1400s during the days of King Henry VII of England. Elizabeth I was fond of Pocket Beagles, which were only 9"" high.",True
+Police dogs can smell human bodies even when they are buried up to 3 meters in the ground.,True
+"Baks the blind boxer has a seeing eye goose named Buttons. Buttons the four-year-old goose leads her pup around everywhere either by hanging onto him with her neck, or by honking to tell him which way to go.",True
+The Girl Scouts and Boy Scouts both offer merit badges in dog care.,True
+"Within hours of the September 11, 2001, attack on the World Trade Center, specially trained dogs were on the scene, including German Shepherds, Labs, and even a few little Dachshunds.",True
+"A dog's sense of smell is 10,000 times stronger than a human's.",True
+Teams of dogs compete for the fastest time without errors in Flyball races.,True
+"The Labrador Retriever is the #1 favorite breed in the U.S., Canada, and the U.K.",True
+Dogs are all direct descendants of wolves.,True
+"In Egypt, a person bitten by a rabid dog was encouraged to eat the roasted liver of a dog infected with rabies to avoid contracting the disease. The tooth of a dog infected with rabies would also be put in a band tied to the arm of the person bitten. The menstrual blood of a female dog was used for hair removal, while dog genitals were used for preventing the whitening of hair.",True
+"Two stray dogs in Afghanistan saved 50 American soliders. A Facebook group raised $21,000 to bring the dogs back to the US and reunite them with the soldiers.",True
+The breed Lundehune has 6 toes and can close its ears.,True
+"The Beatles song ""A day in the Life"" has an extra high-pitched whistle, audible only to dogs. It was recorded by Paul McCartney for the enjoyment of his Shetland sheepdog.",True
+"The earliest dog fossil dates back to nearly 10,000 B.C.",True
+Eighteen muscles or more can move a dog’s ear.,True
+"Pit bulls have been given a bad rap. BADRAP was started in the San Francisco Bay area on behalf of ""pit bulls and their people"" and was ranked nationally as a No. 1 high-impact nonprofit for animal welfare.",True
+The Labrador Retriever has been the most popular dog breed since 1991.,True
+"The Berger Picard, Miniature American Shepherd and Lagotto Romagnolo are the newest dog breeds recognized by the American Kennel Club in 2015.",True
+Dogs are natural pack animals.,True
+"President Franklin Roosevelt created a minor international incident when he claimed he sent a destroyer to the Aleutian Islands just to pick up his Scottish Terrier, Fala, who had been left behind.",True
+Dogs sleep for an average of 10 hours per day.,True
+"There are nearly 14,000 animal shelters and rescue groups across North America.",True
+More than 1 in 3 American families own a dog.,True
+"A dog’s sense of smell is more than 100,000 times stronger than that of a human.",True
+"A Russian dog named Laika was the first animal in space, traveling around Earth in 1957.",True
+Dogs’ only sweat glands are between their paw pads.,True
diff --git a/data/weather.csv b/data/weather.csv
new file mode 100644
index 0000000..ed8c8da
--- /dev/null
+++ b/data/weather.csv
@@ -0,0 +1,7 @@
+cloudBaseAvg,cloudBaseMax,cloudBaseMin,cloudCeilingAvg,cloudCeilingMax,cloudCeilingMin,cloudCoverAvg,cloudCoverMax,cloudCoverMin,dewPointAvg,dewPointMax,dewPointMin,evapotranspirationAvg,evapotranspirationMax,evapotranspirationMin,evapotranspirationSum,freezingRainIntensityAvg,freezingRainIntensityMax,freezingRainIntensityMin,humidityAvg,humidityMax,humidityMin,iceAccumulationAvg,iceAccumulationLweAvg,iceAccumulationLweMax,iceAccumulationLweMin,iceAccumulationLweSum,iceAccumulationMax,iceAccumulationMin,iceAccumulationSum,moonriseTime,moonsetTime,precipitationProbabilityAvg,precipitationProbabilityMax,precipitationProbabilityMin,pressureSurfaceLevelAvg,pressureSurfaceLevelMax,pressureSurfaceLevelMin,rainAccumulationAvg,rainAccumulationLweAvg,rainAccumulationLweMax,rainAccumulationLweMin,rainAccumulationMax,rainAccumulationMin,rainAccumulationSum,rainIntensityAvg,rainIntensityMax,rainIntensityMin,sleetAccumulationAvg,sleetAccumulationLweAvg,sleetAccumulationLweMax,sleetAccumulationLweMin,sleetAccumulationLweSum,sleetAccumulationMax,sleetAccumulationMin,sleetIntensityAvg,sleetIntensityMax,sleetIntensityMin,snowAccumulationAvg,snowAccumulationLweAvg,snowAccumulationLweMax,snowAccumulationLweMin,snowAccumulationLweSum,snowAccumulationMax,snowAccumulationMin,snowAccumulationSum,snowIntensityAvg,snowIntensityMax,snowIntensityMin,sunriseTime,sunsetTime,temperatureApparentAvg,temperatureApparentMax,temperatureApparentMin,temperatureAvg,temperatureMax,temperatureMin,uvHealthConcernAvg,uvHealthConcernMax,uvHealthConcernMin,uvIndexAvg,uvIndexMax,uvIndexMin,visibilityAvg,visibilityMax,visibilityMin,weatherCodeMax,weatherCodeMin,windDirectionAvg,windGustAvg,windGustMax,windGustMin,windSpeedAvg,windSpeedMax,windSpeedMin
+0.45,1.2,0,0.05,0.76,0,43.67,100,1.9,6.55,7.62,4.84,0.165,0.489,0,3.804,0,0,0,75.13,99.23,45.75,0,0,0,0,0,0,0,0,2023-10-27T22:09:12Z,2023-10-27T09:12:14Z,0,0,0,954.23,955.95,948.56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2023-10-27T09:54:00Z,2023-10-27T23:03:00Z,11.38,16.58,6.82,11.38,16.58,6.82,1,3,0,2,8,0,11.22,16,1.4,1100,1100,232.3,3.74,6.9,0.88,3.15,6.57,0.34
+0.45,1.2,0,0.05,0.76,0,43.67,100,1.9,6.55,7.62,4.84,0.165,0.489,0,3.804,0,0,0,75.13,99.23,45.75,0,0,0,0,0,0,0,0,2023-10-27T22:09:12Z,2023-10-27T09:12:14Z,0,0,0,954.23,955.95,948.56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2023-10-27T09:54:00Z,2023-10-27T23:03:00Z,11.38,16.58,6.82,11.38,16.58,6.82,1,3,0,2,8,0,11.22,16,1.4,1100,1100,232.3,3.74,6.9,0.88,3.15,6.57,0.34
+0.45,1.2,0,0.05,0.76,0,43.67,100,1.9,6.55,7.62,4.84,0.165,0.489,0,3.804,0,0,0,75.13,99.23,45.75,0,0,0,0,0,0,0,0,2023-10-27T22:09:12Z,2023-10-27T09:12:14Z,0,0,0,954.23,955.95,948.56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2023-10-27T09:54:00Z,2023-10-27T23:03:00Z,11.38,16.58,6.82,11.38,16.58,6.82,1,3,0,2,8,0,11.22,16,1.4,1100,1100,232.3,3.74,6.9,0.88,3.15,6.57,0.34
+0.45,1.2,0,0.05,0.76,0,43.67,100,1.9,6.55,7.62,4.84,0.165,0.489,0,3.804,0,0,0,75.13,99.23,45.75,0,0,0,0,0,0,0,0,2023-10-27T22:09:12Z,2023-10-27T09:12:14Z,0,0,0,954.23,955.95,948.56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2023-10-27T09:54:00Z,2023-10-27T23:03:00Z,11.38,16.58,6.82,11.38,16.58,6.82,1,3,0,2,8,0,11.22,16,1.4,1100,1100,232.3,3.74,6.9,0.88,3.15,6.57,0.34
+0.45,1.2,0,0.05,0.76,0,43.67,100,1.9,6.55,7.62,4.84,0.165,0.489,0,3.804,0,0,0,75.13,99.23,45.75,0,0,0,0,0,0,0,0,2023-10-27T22:09:12Z,2023-10-27T09:12:14Z,0,0,0,954.23,955.95,948.56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2023-10-27T09:54:00Z,2023-10-27T23:03:00Z,11.38,16.58,6.82,11.38,16.58,6.82,1,3,0,2,8,0,11.22,16,1.4,1100,1100,232.3,3.74,6.9,0.88,3.15,6.57,0.34
+0.45,1.2,0,0.05,0.76,0,43.67,100,1.9,6.55,7.62,4.84,0.165,0.489,0,3.804,0,0,0,75.13,99.23,45.75,0,0,0,0,0,0,0,0,2023-10-27T22:09:12Z,2023-10-27T09:12:14Z,0,0,0,954.23,955.95,948.56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2023-10-27T09:54:00Z,2023-10-27T23:03:00Z,11.38,16.58,6.82,11.38,16.58,6.82,1,3,0,2,8,0,11.22,16,1.4,1100,1100,232.3,3.74,6.9,0.88,3.15,6.57,0.34
diff --git a/your-code/challenge-1.ipynb b/your-code/challenge-1.ipynb
index fee20c4..701b4f3 100644
--- a/your-code/challenge-1.ipynb
+++ b/your-code/challenge-1.ipynb
@@ -10,11 +10,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "id": "215eb6bc",
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "import pandas as pd\n",
+    "import requests\n",
+    "from datetime import date\n",
+    "\n"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -48,7 +53,9 @@
    "outputs": [],
    "source": [
     "# Your code here\n",
-    "# base_url"
+    "# base_url\n",
+    "\n",
+    "base_url = \"http://dog-api.kinduff.com\""
    ]
   },
   {
@@ -59,17 +66,22 @@
    "outputs": [],
    "source": [
     "# Your code here\n",
-    "# endpoint "
+    "# endpoint \n",
+    "end_point = \"/api/facts\""
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 6,
    "id": "e8563709",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "base_url = \"http://dog-api.kinduff.com\"\n",
+    "end_point = \"/api/facts\"\n",
+    "url = base_url + end_point\n",
+    "res = requests.get(url)\n"
    ]
   },
   {
@@ -82,12 +94,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 7,
    "id": "311d0c28",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'facts': ['In Old England, the word \"hound\" was used to refer to all types of dogs.'],\n",
+       " 'success': True}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "res.json()"
    ]
   },
   {
@@ -110,12 +135,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 28,
    "id": "e7dc2129",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'facts': ['Only dogs and humans have prostates.'], 'success': True}"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "def request_dog_facts():\n",
+    "    base_url = \"http://dog-api.kinduff.com\"\n",
+    "    end_point = \"/api/facts\"\n",
+    "    url = base_url + end_point\n",
+    "    res = requests.get(url)\n",
+    "    json = res.json()\n",
+    "    return json#[\"facts\"]\n",
+    "\n",
+    "request_dog_facts()"
    ]
   },
   {
@@ -136,12 +181,36 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 31,
    "id": "9263e7c8",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'facts': ['Bingo is the name of the dog on the box of Cracker Jacks.'],\n",
+       " 'success': True}"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "def request_dog_facts():\n",
+    "    try:\n",
+    "        base_url = \"http://dog-api.kinduff.com\"\n",
+    "        end_point = \"/api/facts\"\n",
+    "        url = base_url + end_point\n",
+    "        res = requests.get(url)\n",
+    "        json = res.json()\n",
+    "        return json[\"facts\"]\n",
+    "    except:\n",
+    "        pass\n",
+    "\n",
+    "request_dog_facts()\n"
    ]
   },
   {
@@ -162,12 +231,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 22,
    "id": "1e7947fe",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "27"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "from datetime import date\n",
+    "\n",
+    "current_month = date.today().month"
    ]
   },
   {
@@ -180,12 +263,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 32,
    "id": "731959ec",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "current_day = date.today().day\n",
+    "\n",
+    "dogs_facts = [request_dog_facts() for i in range(current_day)]"
    ]
   },
   {
@@ -198,12 +284,215 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 39,
    "id": "d22652ed",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>facts</th>\n",
+       "      <th>success</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>[It’s been demonstrated that dogs can reduce b...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>[The Beagle came into prominence in the 1300s ...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>[Police dogs can smell human bodies even when ...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>[Baks the blind boxer has a seeing eye goose n...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>[The Girl Scouts and Boy Scouts both offer mer...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>[Within hours of the September 11, 2001, attac...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>[A dog's sense of smell is 10,000 times strong...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>[Teams of dogs compete for the fastest time wi...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>[The Labrador Retriever is the #1 favorite bre...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>[Dogs are all direct descendants of wolves.]</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>[In Egypt, a person bitten by a rabid dog was ...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>[Two stray dogs in Afghanistan saved 50 Americ...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>[The breed Lundehune has 6 toes and can close ...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>[The Beatles song \"A day in the Life\" has an e...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>[The earliest dog fossil dates back to nearly ...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>[Eighteen muscles or more can move a dog’s ear.]</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>[Pit bulls have been given a bad rap. BADRAP w...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>[The Labrador Retriever has been the most popu...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>[The Berger Picard, Miniature American Shepher...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>[Dogs are natural pack animals.]</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>[President Franklin Roosevelt created a minor ...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>[Dogs sleep for an average of 10 hours per day.]</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>[There are nearly 14,000 animal shelters and r...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>[More than 1 in 3 American families own a dog.]</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>[A dog’s sense of smell is more than 100,000 t...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>[A Russian dog named Laika was the first anima...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>[Dogs’ only sweat glands are between their paw...</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                facts  success\n",
+       "0   [It’s been demonstrated that dogs can reduce b...     True\n",
+       "1   [The Beagle came into prominence in the 1300s ...     True\n",
+       "2   [Police dogs can smell human bodies even when ...     True\n",
+       "3   [Baks the blind boxer has a seeing eye goose n...     True\n",
+       "4   [The Girl Scouts and Boy Scouts both offer mer...     True\n",
+       "5   [Within hours of the September 11, 2001, attac...     True\n",
+       "6   [A dog's sense of smell is 10,000 times strong...     True\n",
+       "7   [Teams of dogs compete for the fastest time wi...     True\n",
+       "8   [The Labrador Retriever is the #1 favorite bre...     True\n",
+       "9        [Dogs are all direct descendants of wolves.]     True\n",
+       "10  [In Egypt, a person bitten by a rabid dog was ...     True\n",
+       "11  [Two stray dogs in Afghanistan saved 50 Americ...     True\n",
+       "12  [The breed Lundehune has 6 toes and can close ...     True\n",
+       "13  [The Beatles song \"A day in the Life\" has an e...     True\n",
+       "14  [The earliest dog fossil dates back to nearly ...     True\n",
+       "15   [Eighteen muscles or more can move a dog’s ear.]     True\n",
+       "16  [Pit bulls have been given a bad rap. BADRAP w...     True\n",
+       "17  [The Labrador Retriever has been the most popu...     True\n",
+       "18  [The Berger Picard, Miniature American Shepher...     True\n",
+       "19                   [Dogs are natural pack animals.]     True\n",
+       "20  [President Franklin Roosevelt created a minor ...     True\n",
+       "21   [Dogs sleep for an average of 10 hours per day.]     True\n",
+       "22  [There are nearly 14,000 animal shelters and r...     True\n",
+       "23    [More than 1 in 3 American families own a dog.]     True\n",
+       "24  [A dog’s sense of smell is more than 100,000 t...     True\n",
+       "25  [A Russian dog named Laika was the first anima...     True\n",
+       "26  [Dogs’ only sweat glands are between their paw...     True"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "df = pd.DataFrame(dogs_facts)\n",
+    "df"
    ]
   },
   {
@@ -216,12 +505,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 92,
    "id": "b29f4826",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "df[\"facts\"] = df[\"facts\"].apply(lambda x: \"\".join(x))"
    ]
   },
   {
@@ -242,12 +532,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 50,
+   "execution_count": 79,
    "id": "ca21a372",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "# Your code heret\n",
+    "df.to_csv(\"/Users/leonplaza/Desktop/ironhack/lab/lab-apis/data/dataframe.csv\", index=False)"
    ]
   }
  ],
diff --git a/your-code/challenge-2.ipynb b/your-code/challenge-2.ipynb
index a573e5f..2035807 100644
--- a/your-code/challenge-2.ipynb
+++ b/your-code/challenge-2.ipynb
@@ -50,12 +50,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 1,
    "id": "215eb6bc",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "import pandas as pd\n",
+    "import requests\n",
+    "from datetime import date"
    ]
   },
   {
@@ -76,12 +79,272 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 2,
    "id": "6ba76753",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Name</th>\n",
+       "      <th>Role</th>\n",
+       "      <th>Book</th>\n",
+       "      <th>Chapter</th>\n",
+       "      <th>Verse</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Adam</td>\n",
+       "      <td>First Man</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Eve</td>\n",
+       "      <td>First Woman</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>22</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Noah</td>\n",
+       "      <td>Builder of the Ark</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Abraham</td>\n",
+       "      <td>Father of Nations</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Sarah</td>\n",
+       "      <td>Wife of Abraham</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Moses</td>\n",
+       "      <td>Leader of the Exodus</td>\n",
+       "      <td>Exodus</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>Aaron</td>\n",
+       "      <td>Brother of Moses</td>\n",
+       "      <td>Exodus</td>\n",
+       "      <td>13</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>David</td>\n",
+       "      <td>King of Israel</td>\n",
+       "      <td>1 Samuel</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>Solomon</td>\n",
+       "      <td>Wisest Man</td>\n",
+       "      <td>Proverbs</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>Isaiah</td>\n",
+       "      <td>Prophet</td>\n",
+       "      <td>Isaiah</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>Jeremiah</td>\n",
+       "      <td>Prophet</td>\n",
+       "      <td>Jeremiah</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>John the Baptist</td>\n",
+       "      <td>Forerunner of Jesus</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>Jesus Christ</td>\n",
+       "      <td>Son of God</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>Mary</td>\n",
+       "      <td>Mother of Jesus</td>\n",
+       "      <td>Luke</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>Peter</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>Andrew</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>James the Greater</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>John the Evangelist</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>John</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>Philip</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>Thomas</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>James the Lesser</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>18</td>\n",
+       "      <td>9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>Jude Thaddeus</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>Simon the Zealot</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>27</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>Bartholomew</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                   Name                  Role      Book  Chapter  Verse\n",
+       "0                  Adam             First Man   Genesis        1      1\n",
+       "1                   Eve           First Woman   Genesis       22      5\n",
+       "2                  Noah    Builder of the Ark   Genesis       12     10\n",
+       "3               Abraham     Father of Nations   Genesis        6     15\n",
+       "4                 Sarah       Wife of Abraham   Genesis       28      2\n",
+       "5                 Moses  Leader of the Exodus    Exodus        2      3\n",
+       "6                 Aaron      Brother of Moses    Exodus       13      8\n",
+       "7                 David        King of Israel  1 Samuel        8      4\n",
+       "8               Solomon            Wisest Man  Proverbs       12      9\n",
+       "9                Isaiah               Prophet    Isaiah        4      6\n",
+       "10             Jeremiah               Prophet  Jeremiah        3     16\n",
+       "11     John the Baptist   Forerunner of Jesus   Matthew       12      5\n",
+       "12         Jesus Christ            Son of God   Matthew        5     10\n",
+       "13                 Mary       Mother of Jesus      Luke        6     15\n",
+       "14                Peter               Apostle   Matthew        4      2\n",
+       "15               Andrew               Apostle   Matthew        3      3\n",
+       "16    James the Greater               Apostle   Matthew        5      8\n",
+       "17  John the Evangelist               Apostle      John        3      4\n",
+       "18               Philip               Apostle   Matthew        6      9\n",
+       "19               Thomas               Apostle   Matthew        4      6\n",
+       "20     James the Lesser               Apostle   Matthew       18      9\n",
+       "21        Jude Thaddeus               Apostle   Matthew        9     12\n",
+       "22     Simon the Zealot               Apostle   Matthew       27      3\n",
+       "23          Bartholomew               Apostle   Matthew        6      2"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "df = pd.read_csv(\"/Users/leonplaza/Desktop/ironhack/lab/lab-apis/data/bible.csv\")\n",
+    "df"
    ]
   },
   {
@@ -110,12 +373,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 21,
    "id": "8ab21dfb",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "base_url = \"https://bible-api.com/\"\n",
+    "book = df[\"Book\"]\n",
+    "chapter = df[\"Chapter\"]\n",
+    "verse = df[\"Verse\"]\n",
+    "end_point = book[1] + \" \" + str(chapter[1]) +\":\"+str(verse[1])\n",
+    "url = base_url + end_point\n",
+    "res = requests.get(url)"
    ]
   },
   {
@@ -128,12 +398,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 22,
    "id": "5ac1bcd2",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Abraham said to his young men, “Stay here with the donkey. The boy and I will go yonder. We will worship, and come back to you.”'"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "res.json()[\"text\"].replace(\"\\n\",\"\")"
    ]
   },
   {
@@ -154,12 +436,352 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
-   "id": "b3a9a0f0",
+   "execution_count": 69,
+   "id": "f0d3de78",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Your code here\n",
+    "\n",
+    "base_url = \"https://bible-api.com/\"\n",
+    "book = df[\"Book\"]\n",
+    "chapter = df[\"Chapter\"]\n",
+    "verse = df[\"Verse\"]\n",
+    "end_point_list = [base_url + book[i] + \" \" + str(chapter[i]) +\":\"+str(verse[i]) for i in range(len(df))]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 86,
+   "id": "c0b1ffd8",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "ref_list = []\n",
+    "for i in range(len(df)):\n",
+    "    ref_list.append(requests.get(end_point_list[i]))\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 93,
+   "id": "ad5a34a2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Name</th>\n",
+       "      <th>Role</th>\n",
+       "      <th>Book</th>\n",
+       "      <th>Chapter</th>\n",
+       "      <th>Verse</th>\n",
+       "      <th>Reference</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Adam</td>\n",
+       "      <td>First Man</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>In the beginning, God created the heavens and ...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Eve</td>\n",
+       "      <td>First Woman</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>22</td>\n",
+       "      <td>5</td>\n",
+       "      <td>Abraham said to his young men, “Stay here with...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Noah</td>\n",
+       "      <td>Builder of the Ark</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>There was a famine in the land. Abram went dow...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Abraham</td>\n",
+       "      <td>Father of Nations</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>This is how you shall make it. The length of t...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Sarah</td>\n",
+       "      <td>Wife of Abraham</td>\n",
+       "      <td>Genesis</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Arise, go to Paddan Aram, to the house of Beth...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Moses</td>\n",
+       "      <td>Leader of the Exodus</td>\n",
+       "      <td>Exodus</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>When she could no longer hide him, she took a ...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>Aaron</td>\n",
+       "      <td>Brother of Moses</td>\n",
+       "      <td>Exodus</td>\n",
+       "      <td>13</td>\n",
+       "      <td>8</td>\n",
+       "      <td>You shall tell your son in that day, saying, ‘...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>David</td>\n",
+       "      <td>King of Israel</td>\n",
+       "      <td>1 Samuel</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>Then all the elders of Israel gathered themsel...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>Solomon</td>\n",
+       "      <td>Wisest Man</td>\n",
+       "      <td>Proverbs</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>Better is he who is little know, and has a ser...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>Isaiah</td>\n",
+       "      <td>Prophet</td>\n",
+       "      <td>Isaiah</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>There will be a pavilion for a shade in the da...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>Jeremiah</td>\n",
+       "      <td>Prophet</td>\n",
+       "      <td>Jeremiah</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>It will come to pass, when you are multiplied ...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>John the Baptist</td>\n",
+       "      <td>Forerunner of Jesus</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>Or have you not read in the law, that on the S...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>Jesus Christ</td>\n",
+       "      <td>Son of God</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>Blessed are those who have been persecuted for...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>Mary</td>\n",
+       "      <td>Mother of Jesus</td>\n",
+       "      <td>Luke</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>Matthew; Thomas; James, the son of Alphaeus; S...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>Peter</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>When he had fasted forty days and forty nights...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>Andrew</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>For this is he who was spoken of by Isaiah the...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>James the Greater</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>Blessed are the pure in heart,for they shall s...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>John the Evangelist</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>John</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>Nicodemus said to him, “How can a man be born ...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>Philip</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>Pray like this: ‘Our Father in heaven, may you...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>Thomas</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>and said to him, “If you are the Son of God, t...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>James the Lesser</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>18</td>\n",
+       "      <td>9</td>\n",
+       "      <td>If your eye causes you to stumble, pluck it ou...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>Jude Thaddeus</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>When Jesus heard it, he said to them,“Those wh...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>Simon the Zealot</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>27</td>\n",
+       "      <td>3</td>\n",
+       "      <td>Then Judas, who betrayed him, when he saw that...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>Bartholomew</td>\n",
+       "      <td>Apostle</td>\n",
+       "      <td>Matthew</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Therefore when you do merciful deeds, don’t so...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                   Name                  Role      Book  Chapter  Verse  \\\n",
+       "0                  Adam             First Man   Genesis        1      1   \n",
+       "1                   Eve           First Woman   Genesis       22      5   \n",
+       "2                  Noah    Builder of the Ark   Genesis       12     10   \n",
+       "3               Abraham     Father of Nations   Genesis        6     15   \n",
+       "4                 Sarah       Wife of Abraham   Genesis       28      2   \n",
+       "5                 Moses  Leader of the Exodus    Exodus        2      3   \n",
+       "6                 Aaron      Brother of Moses    Exodus       13      8   \n",
+       "7                 David        King of Israel  1 Samuel        8      4   \n",
+       "8               Solomon            Wisest Man  Proverbs       12      9   \n",
+       "9                Isaiah               Prophet    Isaiah        4      6   \n",
+       "10             Jeremiah               Prophet  Jeremiah        3     16   \n",
+       "11     John the Baptist   Forerunner of Jesus   Matthew       12      5   \n",
+       "12         Jesus Christ            Son of God   Matthew        5     10   \n",
+       "13                 Mary       Mother of Jesus      Luke        6     15   \n",
+       "14                Peter               Apostle   Matthew        4      2   \n",
+       "15               Andrew               Apostle   Matthew        3      3   \n",
+       "16    James the Greater               Apostle   Matthew        5      8   \n",
+       "17  John the Evangelist               Apostle      John        3      4   \n",
+       "18               Philip               Apostle   Matthew        6      9   \n",
+       "19               Thomas               Apostle   Matthew        4      6   \n",
+       "20     James the Lesser               Apostle   Matthew       18      9   \n",
+       "21        Jude Thaddeus               Apostle   Matthew        9     12   \n",
+       "22     Simon the Zealot               Apostle   Matthew       27      3   \n",
+       "23          Bartholomew               Apostle   Matthew        6      2   \n",
+       "\n",
+       "                                            Reference  \n",
+       "0   In the beginning, God created the heavens and ...  \n",
+       "1   Abraham said to his young men, “Stay here with...  \n",
+       "2   There was a famine in the land. Abram went dow...  \n",
+       "3   This is how you shall make it. The length of t...  \n",
+       "4   Arise, go to Paddan Aram, to the house of Beth...  \n",
+       "5   When she could no longer hide him, she took a ...  \n",
+       "6   You shall tell your son in that day, saying, ‘...  \n",
+       "7   Then all the elders of Israel gathered themsel...  \n",
+       "8   Better is he who is little know, and has a ser...  \n",
+       "9   There will be a pavilion for a shade in the da...  \n",
+       "10  It will come to pass, when you are multiplied ...  \n",
+       "11  Or have you not read in the law, that on the S...  \n",
+       "12  Blessed are those who have been persecuted for...  \n",
+       "13  Matthew; Thomas; James, the son of Alphaeus; S...  \n",
+       "14  When he had fasted forty days and forty nights...  \n",
+       "15  For this is he who was spoken of by Isaiah the...  \n",
+       "16  Blessed are the pure in heart,for they shall s...  \n",
+       "17  Nicodemus said to him, “How can a man be born ...  \n",
+       "18  Pray like this: ‘Our Father in heaven, may you...  \n",
+       "19  and said to him, “If you are the Son of God, t...  \n",
+       "20  If your eye causes you to stumble, pluck it ou...  \n",
+       "21  When Jesus heard it, he said to them,“Those wh...  \n",
+       "22  Then Judas, who betrayed him, when he saw that...  \n",
+       "23  Therefore when you do merciful deeds, don’t so...  "
+      ]
+     },
+     "execution_count": 93,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "reference = [ref_list[i].json()[\"text\"].replace(\"\\n\",\"\") for i in range(len(df))]\n",
+    "df[\"Reference\"] = reference\n",
+    "df"
    ]
   },
   {
@@ -180,12 +802,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 94,
    "id": "556829be",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "df.to_csv(\"/Users/leonplaza/Desktop/ironhack/lab/lab-apis/data/bible.csv\", index=False)"
    ]
   }
  ],
diff --git a/your-code/challenge-3.ipynb b/your-code/challenge-3.ipynb
index d6fc5b0..cab1498 100644
--- a/your-code/challenge-3.ipynb
+++ b/your-code/challenge-3.ipynb
@@ -10,11 +10,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "215eb6bc",
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "import pandas as pd\n",
+    "import requests\n",
+    "from datetime import date\n",
+    "from getpass import getpass"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -50,12 +55,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "7ea8624f",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "········\n"
+     ]
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "token = getpass()"
    ]
   },
   {
@@ -68,12 +82,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "968e4e9c",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "location = 'chile'"
    ]
   },
   {
@@ -86,12 +100,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "bdc7c366",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "url = f\"https://api.tomorrow.io/v4/weather/forecast?location={location}&apikey={token}\""
    ]
   },
   {
@@ -104,12 +118,5415 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 87,
    "id": "8355e9e6",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'timelines': {'minutely': [{'time': '2023-10-27T13:35:00Z',\n",
+       "    'values': {'cloudBase': 0.82,\n",
+       "     'cloudCeiling': None,\n",
+       "     'cloudCover': 38,\n",
+       "     'dewPoint': 7,\n",
+       "     'freezingRainIntensity': 0,\n",
+       "     'humidity': 65,\n",
+       "     'precipitationProbability': 0,\n",
+       "     'pressureSurfaceLevel': 953.51,\n",
+       "     'rainIntensity': 0,\n",
+       "     'sleetIntensity': 0,\n",
+       "     'snowIntensity': 0,\n",
+       "     'temperature': 13.63,\n",
+       "     'temperatureApparent': 13.63,\n",
+       "     'uvHealthConcern': 2,\n",
+       "     'uvIndex': 5,\n",
+       "     'visibility': 14.72,\n",
+       "     'weatherCode': 1101,\n",
+       "     'windDirection': 273.31,\n",
+       "     'windGust': 5.13,\n",
+       "     'windSpeed': 5}},\n",
+       "   {'time': '2023-10-27T13:36:00Z',\n",
+       "    'values': {'cloudBase': 0.82,\n",
+       "     'cloudCeiling': None,\n",
+       "     'cloudCover': 38.46,\n",
+       "     'dewPoint': 7.01,\n",
+       "     'freezingRainIntensity': 0,\n",
+       "     'humidity': 64.98,\n",
+       "     'precipitationProbability': 0,\n",
+       "     'pressureSurfaceLevel': 953.59,\n",
+       "     'rainIntensity': 0,\n",
+       "     'sleetIntensity': 0,\n",
+       "     'snowIntensity': 0,\n",
+       "     'temperature': 13.63,\n",
+       "     'temperatureApparent': 13.63,\n",
+       "     'uvHealthConcern': 2,\n",
+       "     'uvIndex': 5,\n",
+       "     'visibility': 14.71,\n",
+       "     'weatherCode': 1101,\n",
+       "     'windDirection': 273.31,\n",
+       "     'windGust': 5.14,\n",
+       "     'windSpeed': 5.01}},\n",
+       "   {'time': '2023-10-27T13:37:00Z',\n",
+       "    'values': {'cloudBase': 0.82,\n",
+       "     'cloudCeiling': None,\n",
+       "     'cloudCover': 38.93,\n",
+       "     'dewPoint': 7.01,\n",
+       "     'freezingRainIntensity': 0,\n",
+       "     'humidity': 64.95,\n",
+       "     'precipitationProbability': 0,\n",
+       "     'pressureSurfaceLevel': 953.66,\n",
+       "     'rainIntensity': 0,\n",
+       "     'sleetIntensity': 0,\n",
+       "     'snowIntensity': 0,\n",
+       "     'temperature': 13.64,\n",
+       "     'temperatureApparent': 13.64,\n",
+       "     'uvHealthConcern': 2,\n",
+       "     'uvIndex': 5,\n",
+       "     'visibility': 14.71,\n",
+       "     'weatherCode': 1101,\n",
+       "     'windDirection': 273.31,\n",
+       "     'windGust': 5.16,\n",
+       "     'windSpeed': 5.03}},\n",
+       "   {'time': '2023-10-27T13:38:00Z',\n",
+       "    'values': {'cloudBase': 0.82,\n",
+       "     'cloudCeiling': None,\n",
+       "     'cloudCover': 39.39,\n",
+       "     'dewPoint': 7.02,\n",
+       "     'freezingRainIntensity': 0,\n",
+       "     'humidity': 64.93,\n",
+       "     'precipitationProbability': 0,\n",
+       "     'pressureSurfaceLevel': 953.74,\n",
+       "     'rainIntensity': 0,\n",
+       "     'sleetIntensity': 0,\n",
+       "     'snowIntensity': 0,\n",
+       "     'temperature': 13.64,\n",
+       "     'temperatureApparent': 13.64,\n",
+       "     'uvHealthConcern': 2,\n",
+       "     'uvIndex': 5,\n",
+       "     'visibility': 14.7,\n",
+       "     'weatherCode': 1101,\n",
+       "     'windDirection': 273.31,\n",
+       "     'windGust': 5.18,\n",
+       "     'windSpeed': 5.04}},\n",
+       "   {'time': '2023-10-27T13:39:00Z',\n",
+       "    'values': {'cloudBase': 0.82,\n",
+       "     'cloudCeiling': None,\n",
+       "     'cloudCover': 39.86,\n",
+       "     'dewPoint': 7.03,\n",
+       "     'freezingRainIntensity': 0,\n",
+       "     'humidity': 64.9,\n",
+       "     'precipitationProbability': 0,\n",
+       "     'pressureSurfaceLevel': 953.82,\n",
+       "     'rainIntensity': 0,\n",
+       "     'sleetIntensity': 0,\n",
+       "     'snowIntensity': 0,\n",
+       "     'temperature': 13.65,\n",
+       "     'temperatureApparent': 13.65,\n",
+       "     'uvHealthConcern': 2,\n",
+       "     'uvIndex': 5,\n",
+       "     'visibility': 14.69,\n",
+       "     'weatherCode': 1101,\n",
+       "     'windDirection': 273.31,\n",
+       "     'windGust': 5.19,\n",
+       "     'windSpeed': 5.06}},\n",
+       "   {'time': '2023-10-27T13:40:00Z',\n",
+       "    'values': {'cloudBase': 0.82,\n",
+       "     'cloudCeiling': None,\n",
+       "     'cloudCover': 40.32,\n",
+       "     'dewPoint': 7.03,\n",
+       "     'freezingRainIntensity': 0,\n",
+       "     'humidity': 64.88,\n",
+       "     'precipitationProbability': 0,\n",
+       "     'pressureSurfaceLevel': 953.9,\n",
+       "     'rainIntensity': 0,\n",
+       "     'sleetIntensity': 0,\n",
+       "     'snowIntensity': 0,\n",
+       "     'temperature': 13.65,\n",
+       "     'temperatureApparent': 13.65,\n",
+       "     'uvHealthConcern': 2,\n",
+       "     'uvIndex': 5,\n",
+       "     'visibility': 14.68,\n",
+       "     'weatherCode': 1101,\n",
+       "     'windDirection': 273.31,\n",
+       "     'windGust': 5.21,\n",
+       "     'windSpeed': 5.07}},\n",
+       "   {'time': '2023-10-27T13:41:00Z',\n",
+       "    'values': {'cloudBase': 0.82,\n",
+       "     'cloudCeiling': None,\n",
+       "     'cloudCover': 40.79,\n",
+       "     'dewPoint': 7.04,\n",
+       "     'freezingRainIntensity': 0,\n",
+       "     'humidity': 64.86,\n",
+       "     'precipitationProbability': 0,\n",
+       "     'pressureSurfaceLevel': 953.97,\n",
+       "     'rainIntensity': 0,\n",
+       "     'sleetIntensity': 0,\n",
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+       "   {'time': '2023-11-01T02:00:00Z',\n",
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+       "     'temperatureAvg': 10.93,\n",
+       "     'temperatureMax': 12.84,\n",
+       "     'temperatureMin': 7,\n",
+       "     'uvHealthConcernAvg': 0,\n",
+       "     'uvHealthConcernMax': 2,\n",
+       "     'uvHealthConcernMin': 0,\n",
+       "     'uvIndexAvg': 1,\n",
+       "     'uvIndexMax': 5,\n",
+       "     'uvIndexMin': 0,\n",
+       "     'visibilityAvg': 14.31,\n",
+       "     'visibilityMax': 16,\n",
+       "     'visibilityMin': 9.67,\n",
+       "     'weatherCodeMax': 1001,\n",
+       "     'weatherCodeMin': 1001,\n",
+       "     'windDirectionAvg': 233.29,\n",
+       "     'windGustAvg': 3.48,\n",
+       "     'windGustMax': 6.04,\n",
+       "     'windGustMin': 1.31,\n",
+       "     'windSpeedAvg': 2.14,\n",
+       "     'windSpeedMax': 3.96,\n",
+       "     'windSpeedMin': 0.38}},\n",
+       "   {'time': '2023-10-29T09:00:00Z',\n",
+       "    'values': {'cloudBaseAvg': 1.93,\n",
+       "     'cloudBaseMax': 6.08,\n",
+       "     'cloudBaseMin': 0.22,\n",
+       "     'cloudCeilingAvg': 3.15,\n",
+       "     'cloudCeilingMax': 8.51,\n",
+       "     'cloudCeilingMin': 0,\n",
+       "     'cloudCoverAvg': 67.49,\n",
+       "     'cloudCoverMax': 100,\n",
+       "     'cloudCoverMin': 16.41,\n",
+       "     'dewPointAvg': 7.88,\n",
+       "     'dewPointMax': 10.04,\n",
+       "     'dewPointMin': 4.77,\n",
+       "     'evapotranspirationAvg': 0.174,\n",
+       "     'evapotranspirationMax': 0.56,\n",
+       "     'evapotranspirationMin': 0.012,\n",
+       "     'evapotranspirationSum': 4.01,\n",
+       "     'freezingRainIntensityAvg': 0,\n",
+       "     'freezingRainIntensityMax': 0,\n",
+       "     'freezingRainIntensityMin': 0,\n",
+       "     'humidityAvg': 68.81,\n",
+       "     'humidityMax': 92.33,\n",
+       "     'humidityMin': 44.05,\n",
+       "     'iceAccumulationAvg': 0,\n",
+       "     'iceAccumulationLweAvg': 0,\n",
+       "     'iceAccumulationLweMax': 0,\n",
+       "     'iceAccumulationLweMin': 0,\n",
+       "     'iceAccumulationLweSum': 0,\n",
+       "     'iceAccumulationMax': 0,\n",
+       "     'iceAccumulationMin': 0,\n",
+       "     'iceAccumulationSum': 0,\n",
+       "     'moonriseTime': None,\n",
+       "     'moonsetTime': '2023-10-29T10:18:54Z',\n",
+       "     'precipitationProbabilityAvg': 2.6,\n",
+       "     'precipitationProbabilityMax': 20,\n",
+       "     'precipitationProbabilityMin': 0,\n",
+       "     'pressureSurfaceLevelAvg': 953.64,\n",
+       "     'pressureSurfaceLevelMax': 954.92,\n",
+       "     'pressureSurfaceLevelMin': 951.44,\n",
+       "     'rainAccumulationAvg': 0.14,\n",
+       "     'rainAccumulationLweAvg': 0.14,\n",
+       "     'rainAccumulationLweMax': 1.98,\n",
+       "     'rainAccumulationLweMin': 0,\n",
+       "     'rainAccumulationMax': 1.98,\n",
+       "     'rainAccumulationMin': 0,\n",
+       "     'rainAccumulationSum': 3.33,\n",
+       "     'rainIntensityAvg': 0.14,\n",
+       "     'rainIntensityMax': 1.98,\n",
+       "     'rainIntensityMin': 0,\n",
+       "     'sleetAccumulationAvg': 0,\n",
+       "     'sleetAccumulationLweAvg': 0,\n",
+       "     'sleetAccumulationLweMax': 0,\n",
+       "     'sleetAccumulationLweMin': 0,\n",
+       "     'sleetAccumulationLweSum': 0,\n",
+       "     'sleetAccumulationMax': 0,\n",
+       "     'sleetAccumulationMin': 0,\n",
+       "     'sleetIntensityAvg': 0,\n",
+       "     'sleetIntensityMax': 0,\n",
+       "     'sleetIntensityMin': 0,\n",
+       "     'snowAccumulationAvg': 0,\n",
+       "     'snowAccumulationLweAvg': 0,\n",
+       "     'snowAccumulationLweMax': 0,\n",
+       "     'snowAccumulationLweMin': 0,\n",
+       "     'snowAccumulationLweSum': 0,\n",
+       "     'snowAccumulationMax': 0,\n",
+       "     'snowAccumulationMin': 0,\n",
+       "     'snowAccumulationSum': 0,\n",
+       "     'snowIntensityAvg': 0,\n",
+       "     'snowIntensityMax': 0,\n",
+       "     'snowIntensityMin': 0,\n",
+       "     'sunriseTime': '2023-10-29T09:52:00Z',\n",
+       "     'sunsetTime': '2023-10-29T23:04:00Z',\n",
+       "     'temperatureApparentAvg': 14.03,\n",
+       "     'temperatureApparentMax': 19.29,\n",
+       "     'temperatureApparentMin': 8.31,\n",
+       "     'temperatureAvg': 14.03,\n",
+       "     'temperatureMax': 19.29,\n",
+       "     'temperatureMin': 8.31,\n",
+       "     'uvHealthConcernAvg': 1,\n",
+       "     'uvHealthConcernMax': 3,\n",
+       "     'uvHealthConcernMin': 0,\n",
+       "     'uvIndexAvg': 2,\n",
+       "     'uvIndexMax': 8,\n",
+       "     'uvIndexMin': 0,\n",
+       "     'visibilityAvg': 16,\n",
+       "     'visibilityMax': 16,\n",
+       "     'visibilityMin': 16,\n",
+       "     'weatherCodeMax': 1001,\n",
+       "     'weatherCodeMin': 1001,\n",
+       "     'windDirectionAvg': 252.5,\n",
+       "     'windGustAvg': 5.8,\n",
+       "     'windGustMax': 11.49,\n",
+       "     'windGustMin': 2.38,\n",
+       "     'windSpeedAvg': 2.1,\n",
+       "     'windSpeedMax': 4.57,\n",
+       "     'windSpeedMin': 0.34}},\n",
+       "   {'time': '2023-10-30T09:00:00Z',\n",
+       "    'values': {'cloudBaseAvg': 3.08,\n",
+       "     'cloudBaseMax': 6.22,\n",
+       "     'cloudBaseMin': 0,\n",
+       "     'cloudCeilingAvg': 2.66,\n",
+       "     'cloudCeilingMax': 6.17,\n",
+       "     'cloudCeilingMin': 0,\n",
+       "     'cloudCoverAvg': 77.88,\n",
+       "     'cloudCoverMax': 100,\n",
+       "     'cloudCoverMin': 5.34,\n",
+       "     'dewPointAvg': 6.52,\n",
+       "     'dewPointMax': 8.66,\n",
+       "     'dewPointMin': 5.34,\n",
+       "     'evapotranspirationAvg': 0.155,\n",
+       "     'evapotranspirationMax': 0.462,\n",
+       "     'evapotranspirationMin': 0.01,\n",
+       "     'evapotranspirationSum': 3.557,\n",
+       "     'freezingRainIntensityAvg': 0,\n",
+       "     'freezingRainIntensityMax': 0,\n",
+       "     'freezingRainIntensityMin': 0,\n",
+       "     'humidityAvg': 68.84,\n",
+       "     'humidityMax': 92.77,\n",
+       "     'humidityMin': 45.97,\n",
+       "     'iceAccumulationAvg': 0,\n",
+       "     'iceAccumulationLweAvg': 0,\n",
+       "     'iceAccumulationLweMax': 0,\n",
+       "     'iceAccumulationLweMin': 0,\n",
+       "     'iceAccumulationLweSum': 0,\n",
+       "     'iceAccumulationMax': 0,\n",
+       "     'iceAccumulationMin': 0,\n",
+       "     'iceAccumulationSum': 0,\n",
+       "     'moonriseTime': '2023-10-30T00:23:17Z',\n",
+       "     'moonsetTime': '2023-10-30T10:58:01Z',\n",
+       "     'precipitationProbabilityAvg': 0,\n",
+       "     'precipitationProbabilityMax': 0,\n",
+       "     'precipitationProbabilityMin': 0,\n",
+       "     'pressureSurfaceLevelAvg': 954.84,\n",
+       "     'pressureSurfaceLevelMax': 957.71,\n",
+       "     'pressureSurfaceLevelMin': 951.37,\n",
+       "     'rainAccumulationAvg': 0,\n",
+       "     'rainAccumulationLweAvg': 0,\n",
+       "     'rainAccumulationLweMax': 0,\n",
+       "     'rainAccumulationLweMin': 0,\n",
+       "     'rainAccumulationMax': 0,\n",
+       "     'rainAccumulationMin': 0,\n",
+       "     'rainAccumulationSum': 0,\n",
+       "     'rainIntensityAvg': 0,\n",
+       "     'rainIntensityMax': 0,\n",
+       "     'rainIntensityMin': 0,\n",
+       "     'sleetAccumulationAvg': 0,\n",
+       "     'sleetAccumulationLweAvg': 0,\n",
+       "     'sleetAccumulationLweMax': 0,\n",
+       "     'sleetAccumulationLweMin': 0,\n",
+       "     'sleetAccumulationLweSum': 0,\n",
+       "     'sleetAccumulationMax': 0,\n",
+       "     'sleetAccumulationMin': 0,\n",
+       "     'sleetIntensityAvg': 0,\n",
+       "     'sleetIntensityMax': 0,\n",
+       "     'sleetIntensityMin': 0,\n",
+       "     'snowAccumulationAvg': 0,\n",
+       "     'snowAccumulationLweAvg': 0,\n",
+       "     'snowAccumulationLweMax': 0,\n",
+       "     'snowAccumulationLweMin': 0,\n",
+       "     'snowAccumulationLweSum': 0,\n",
+       "     'snowAccumulationMax': 0,\n",
+       "     'snowAccumulationMin': 0,\n",
+       "     'snowAccumulationSum': 0,\n",
+       "     'snowIntensityAvg': 0,\n",
+       "     'snowIntensityMax': 0,\n",
+       "     'snowIntensityMin': 0,\n",
+       "     'sunriseTime': '2023-10-30T09:52:00Z',\n",
+       "     'sunsetTime': '2023-10-30T23:05:00Z',\n",
+       "     'temperatureApparentAvg': 12.49,\n",
+       "     'temperatureApparentMax': 18.03,\n",
+       "     'temperatureApparentMin': 7.89,\n",
+       "     'temperatureAvg': 12.49,\n",
+       "     'temperatureMax': 18.03,\n",
+       "     'temperatureMin': 7.89,\n",
+       "     'uvHealthConcernAvg': 1,\n",
+       "     'uvHealthConcernMax': 3,\n",
+       "     'uvHealthConcernMin': 0,\n",
+       "     'uvIndexAvg': 2,\n",
+       "     'uvIndexMax': 8,\n",
+       "     'uvIndexMin': 0,\n",
+       "     'visibilityAvg': 20.27,\n",
+       "     'visibilityMax': 24.14,\n",
+       "     'visibilityMin': 8.41,\n",
+       "     'weatherCodeMax': 1001,\n",
+       "     'weatherCodeMin': 1001,\n",
+       "     'windDirectionAvg': 257.71,\n",
+       "     'windGustAvg': 4.01,\n",
+       "     'windGustMax': 7.34,\n",
+       "     'windGustMin': 1.16,\n",
+       "     'windSpeedAvg': 2.1,\n",
+       "     'windSpeedMax': 4.19,\n",
+       "     'windSpeedMin': 0.09}},\n",
+       "   {'time': '2023-10-31T09:00:00Z',\n",
+       "    'values': {'cloudBaseAvg': 3.02,\n",
+       "     'cloudBaseMax': 6.47,\n",
+       "     'cloudBaseMin': 0,\n",
+       "     'cloudCeilingAvg': 0,\n",
+       "     'cloudCeilingMax': 0,\n",
+       "     'cloudCeilingMin': 0,\n",
+       "     'cloudCoverAvg': 57.87,\n",
+       "     'cloudCoverMax': 100,\n",
+       "     'cloudCoverMin': 0,\n",
+       "     'dewPointAvg': 5.6,\n",
+       "     'dewPointMax': 6.3,\n",
+       "     'dewPointMin': 4.76,\n",
+       "     'evapotranspirationAvg': 0.168,\n",
+       "     'evapotranspirationMax': 0.499,\n",
+       "     'evapotranspirationMin': 0.011,\n",
+       "     'evapotranspirationSum': 3.858,\n",
+       "     'freezingRainIntensityAvg': 0,\n",
+       "     'freezingRainIntensityMax': 0,\n",
+       "     'freezingRainIntensityMin': 0,\n",
+       "     'humidityAvg': 69.25,\n",
+       "     'humidityMax': 92.59,\n",
+       "     'humidityMin': 45.34,\n",
+       "     'iceAccumulationAvg': 0,\n",
+       "     'iceAccumulationLweAvg': 0,\n",
+       "     'iceAccumulationLweMax': 0,\n",
+       "     'iceAccumulationLweMin': 0,\n",
+       "     'iceAccumulationLweSum': 0,\n",
+       "     'iceAccumulationMax': 0,\n",
+       "     'iceAccumulationMin': 0,\n",
+       "     'iceAccumulationSum': 0,\n",
+       "     'moonriseTime': '2023-10-31T01:29:34Z',\n",
+       "     'moonsetTime': '2023-10-31T11:40:34Z',\n",
+       "     'precipitationProbabilityAvg': 0,\n",
+       "     'precipitationProbabilityMax': 0,\n",
+       "     'precipitationProbabilityMin': 0,\n",
+       "     'pressureSurfaceLevelAvg': 956.02,\n",
+       "     'pressureSurfaceLevelMax': 956.78,\n",
+       "     'pressureSurfaceLevelMin': 955.04,\n",
+       "     'rainAccumulationAvg': 0,\n",
+       "     'rainAccumulationLweAvg': 0,\n",
+       "     'rainAccumulationLweMax': 0,\n",
+       "     'rainAccumulationLweMin': 0,\n",
+       "     'rainAccumulationMax': 0,\n",
+       "     'rainAccumulationMin': 0,\n",
+       "     'rainAccumulationSum': 0,\n",
+       "     'rainIntensityAvg': 0,\n",
+       "     'rainIntensityMax': 0,\n",
+       "     'rainIntensityMin': 0,\n",
+       "     'sleetAccumulationAvg': 0,\n",
+       "     'sleetAccumulationLweAvg': 0,\n",
+       "     'sleetAccumulationLweMax': 0,\n",
+       "     'sleetAccumulationLweMin': 0,\n",
+       "     'sleetAccumulationLweSum': 0,\n",
+       "     'sleetAccumulationMax': 0,\n",
+       "     'sleetAccumulationMin': 0,\n",
+       "     'sleetIntensityAvg': 0,\n",
+       "     'sleetIntensityMax': 0,\n",
+       "     'sleetIntensityMin': 0,\n",
+       "     'snowAccumulationAvg': 0,\n",
+       "     'snowAccumulationLweAvg': 0,\n",
+       "     'snowAccumulationLweMax': 0,\n",
+       "     'snowAccumulationLweMin': 0,\n",
+       "     'snowAccumulationLweSum': 0,\n",
+       "     'snowAccumulationMax': 0,\n",
+       "     'snowAccumulationMin': 0,\n",
+       "     'snowAccumulationSum': 0,\n",
+       "     'snowIntensityAvg': 0,\n",
+       "     'snowIntensityMax': 0,\n",
+       "     'snowIntensityMin': 0,\n",
+       "     'sunriseTime': '2023-10-31T09:51:00Z',\n",
+       "     'sunsetTime': '2023-10-31T23:06:00Z',\n",
+       "     'temperatureApparentAvg': 11.64,\n",
+       "     'temperatureApparentMax': 17.36,\n",
+       "     'temperatureApparentMin': 6.09,\n",
+       "     'temperatureAvg': 11.64,\n",
+       "     'temperatureMax': 17.36,\n",
+       "     'temperatureMin': 6.09,\n",
+       "     'uvHealthConcernAvg': 1,\n",
+       "     'uvHealthConcernMax': 4,\n",
+       "     'uvHealthConcernMin': 0,\n",
+       "     'uvIndexAvg': 4,\n",
+       "     'uvIndexMax': 10,\n",
+       "     'uvIndexMin': 0,\n",
+       "     'visibilityAvg': 23.92,\n",
+       "     'visibilityMax': 24.14,\n",
+       "     'visibilityMin': 21.65,\n",
+       "     'weatherCodeMax': 1001,\n",
+       "     'weatherCodeMin': 1001,\n",
+       "     'windDirectionAvg': 262.22,\n",
+       "     'windGustAvg': 2.75,\n",
+       "     'windGustMax': 4.47,\n",
+       "     'windGustMin': 0.94,\n",
+       "     'windSpeedAvg': 2.32,\n",
+       "     'windSpeedMax': 4.31,\n",
+       "     'windSpeedMin': 0.51}},\n",
+       "   {'time': '2023-11-01T09:00:00Z',\n",
+       "    'values': {'cloudBaseAvg': 0,\n",
+       "     'cloudBaseMax': 0,\n",
+       "     'cloudBaseMin': 0,\n",
+       "     'cloudCeilingAvg': 0,\n",
+       "     'cloudCeilingMax': 0,\n",
+       "     'cloudCeilingMin': 0,\n",
+       "     'cloudCoverAvg': 0,\n",
+       "     'cloudCoverMax': 0,\n",
+       "     'cloudCoverMin': 0,\n",
+       "     'dewPointAvg': 4.67,\n",
+       "     'dewPointMax': 4.76,\n",
+       "     'dewPointMin': 4.64,\n",
+       "     'evapotranspirationAvg': 0.057,\n",
+       "     'evapotranspirationMax': 0.072,\n",
+       "     'evapotranspirationMin': 0.013,\n",
+       "     'evapotranspirationSum': 0.229,\n",
+       "     'freezingRainIntensityAvg': 0,\n",
+       "     'freezingRainIntensityMax': 0,\n",
+       "     'freezingRainIntensityMin': 0,\n",
+       "     'humidityAvg': 71.17,\n",
+       "     'humidityMax': 91.2,\n",
+       "     'humidityMin': 64.49,\n",
+       "     'iceAccumulationAvg': 0,\n",
+       "     'iceAccumulationLweAvg': 0,\n",
+       "     'iceAccumulationLweMax': 0,\n",
+       "     'iceAccumulationLweMin': 0,\n",
+       "     'iceAccumulationLweSum': 0,\n",
+       "     'iceAccumulationMax': 0,\n",
+       "     'iceAccumulationMin': 0,\n",
+       "     'iceAccumulationSum': 0,\n",
+       "     'moonriseTime': '2023-11-01T02:33:36Z',\n",
+       "     'moonsetTime': '2023-11-01T12:29:09Z',\n",
+       "     'precipitationProbabilityAvg': 0,\n",
+       "     'precipitationProbabilityMax': 0,\n",
+       "     'precipitationProbabilityMin': 0,\n",
+       "     'pressureSurfaceLevelAvg': 955.15,\n",
+       "     'pressureSurfaceLevelMax': 955.19,\n",
+       "     'pressureSurfaceLevelMin': 955.04,\n",
+       "     'rainAccumulationAvg': 0,\n",
+       "     'rainAccumulationLweAvg': 0,\n",
+       "     'rainAccumulationLweMax': 0,\n",
+       "     'rainAccumulationLweMin': 0,\n",
+       "     'rainAccumulationMax': 0,\n",
+       "     'rainAccumulationMin': 0,\n",
+       "     'rainAccumulationSum': 0,\n",
+       "     'rainIntensityAvg': 0,\n",
+       "     'rainIntensityMax': 0,\n",
+       "     'rainIntensityMin': 0,\n",
+       "     'sleetAccumulationAvg': 0,\n",
+       "     'sleetAccumulationLweAvg': 0,\n",
+       "     'sleetAccumulationLweMax': 0,\n",
+       "     'sleetAccumulationLweMin': 0,\n",
+       "     'sleetAccumulationLweSum': 0,\n",
+       "     'sleetAccumulationMax': 0,\n",
+       "     'sleetAccumulationMin': 0,\n",
+       "     'sleetIntensityAvg': 0,\n",
+       "     'sleetIntensityMax': 0,\n",
+       "     'sleetIntensityMin': 0,\n",
+       "     'snowAccumulationAvg': 0,\n",
+       "     'snowAccumulationLweAvg': 0,\n",
+       "     'snowAccumulationLweMax': 0,\n",
+       "     'snowAccumulationLweMin': 0,\n",
+       "     'snowAccumulationLweSum': 0,\n",
+       "     'snowAccumulationMax': 0,\n",
+       "     'snowAccumulationMin': 0,\n",
+       "     'snowAccumulationSum': 0,\n",
+       "     'snowIntensityAvg': 0,\n",
+       "     'snowIntensityMax': 0,\n",
+       "     'snowIntensityMin': 0,\n",
+       "     'sunriseTime': '2023-11-01T09:50:00Z',\n",
+       "     'sunsetTime': '2023-11-01T23:06:00Z',\n",
+       "     'temperatureApparentAvg': 9.84,\n",
+       "     'temperatureApparentMax': 11.1,\n",
+       "     'temperatureApparentMin': 6.09,\n",
+       "     'temperatureAvg': 9.84,\n",
+       "     'temperatureMax': 11.1,\n",
+       "     'temperatureMin': 6.09,\n",
+       "     'visibilityAvg': 24.14,\n",
+       "     'visibilityMax': 24.14,\n",
+       "     'visibilityMin': 24.14,\n",
+       "     'weatherCodeMax': 1000,\n",
+       "     'weatherCodeMin': 1000,\n",
+       "     'windDirectionAvg': 242.48,\n",
+       "     'windGustAvg': 1.98,\n",
+       "     'windGustMax': 1.99,\n",
+       "     'windGustMin': 1.94,\n",
+       "     'windSpeedAvg': 1.55,\n",
+       "     'windSpeedMax': 1.62,\n",
+       "     'windSpeedMin': 1.32}}]},\n",
+       " 'location': {'lat': -31.761337280273438,\n",
+       "  'lon': -71.31877136230469,\n",
+       "  'name': 'Chile',\n",
+       "  'type': 'administrative'}}"
+      ]
+     },
+     "execution_count": 87,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "res = requests.get(url)\n",
+    "json = res.json()\n",
+    "json"
    ]
   },
   {
@@ -138,12 +5555,277 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 88,
    "id": "788c6d98",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>cloudBaseAvg</th>\n",
+       "      <th>cloudBaseMax</th>\n",
+       "      <th>cloudBaseMin</th>\n",
+       "      <th>cloudCeilingAvg</th>\n",
+       "      <th>cloudCeilingMax</th>\n",
+       "      <th>cloudCeilingMin</th>\n",
+       "      <th>cloudCoverAvg</th>\n",
+       "      <th>cloudCoverMax</th>\n",
+       "      <th>cloudCoverMin</th>\n",
+       "      <th>dewPointAvg</th>\n",
+       "      <th>...</th>\n",
+       "      <th>visibilityMin</th>\n",
+       "      <th>weatherCodeMax</th>\n",
+       "      <th>weatherCodeMin</th>\n",
+       "      <th>windDirectionAvg</th>\n",
+       "      <th>windGustAvg</th>\n",
+       "      <th>windGustMax</th>\n",
+       "      <th>windGustMin</th>\n",
+       "      <th>windSpeedAvg</th>\n",
+       "      <th>windSpeedMax</th>\n",
+       "      <th>windSpeedMin</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2023-10-27T09:00:00Z</th>\n",
+       "      <td>0.45</td>\n",
+       "      <td>1.2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.76</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43.67</td>\n",
+       "      <td>100</td>\n",
+       "      <td>1.9</td>\n",
+       "      <td>6.55</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.4</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>232.3</td>\n",
+       "      <td>3.74</td>\n",
+       "      <td>6.9</td>\n",
+       "      <td>0.88</td>\n",
+       "      <td>3.15</td>\n",
+       "      <td>6.57</td>\n",
+       "      <td>0.34</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-10-28T09:00:00Z</th>\n",
+       "      <td>0.45</td>\n",
+       "      <td>1.2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.76</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43.67</td>\n",
+       "      <td>100</td>\n",
+       "      <td>1.9</td>\n",
+       "      <td>6.55</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.4</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>232.3</td>\n",
+       "      <td>3.74</td>\n",
+       "      <td>6.9</td>\n",
+       "      <td>0.88</td>\n",
+       "      <td>3.15</td>\n",
+       "      <td>6.57</td>\n",
+       "      <td>0.34</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-10-29T09:00:00Z</th>\n",
+       "      <td>0.45</td>\n",
+       "      <td>1.2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.76</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43.67</td>\n",
+       "      <td>100</td>\n",
+       "      <td>1.9</td>\n",
+       "      <td>6.55</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.4</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>232.3</td>\n",
+       "      <td>3.74</td>\n",
+       "      <td>6.9</td>\n",
+       "      <td>0.88</td>\n",
+       "      <td>3.15</td>\n",
+       "      <td>6.57</td>\n",
+       "      <td>0.34</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-10-30T09:00:00Z</th>\n",
+       "      <td>0.45</td>\n",
+       "      <td>1.2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.76</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43.67</td>\n",
+       "      <td>100</td>\n",
+       "      <td>1.9</td>\n",
+       "      <td>6.55</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.4</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>232.3</td>\n",
+       "      <td>3.74</td>\n",
+       "      <td>6.9</td>\n",
+       "      <td>0.88</td>\n",
+       "      <td>3.15</td>\n",
+       "      <td>6.57</td>\n",
+       "      <td>0.34</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-10-31T09:00:00Z</th>\n",
+       "      <td>0.45</td>\n",
+       "      <td>1.2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.76</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43.67</td>\n",
+       "      <td>100</td>\n",
+       "      <td>1.9</td>\n",
+       "      <td>6.55</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.4</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>232.3</td>\n",
+       "      <td>3.74</td>\n",
+       "      <td>6.9</td>\n",
+       "      <td>0.88</td>\n",
+       "      <td>3.15</td>\n",
+       "      <td>6.57</td>\n",
+       "      <td>0.34</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-11-01T09:00:00Z</th>\n",
+       "      <td>0.45</td>\n",
+       "      <td>1.2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.76</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43.67</td>\n",
+       "      <td>100</td>\n",
+       "      <td>1.9</td>\n",
+       "      <td>6.55</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.4</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>232.3</td>\n",
+       "      <td>3.74</td>\n",
+       "      <td>6.9</td>\n",
+       "      <td>0.88</td>\n",
+       "      <td>3.15</td>\n",
+       "      <td>6.57</td>\n",
+       "      <td>0.34</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>6 rows × 95 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                      cloudBaseAvg  cloudBaseMax  cloudBaseMin  \\\n",
+       "2023-10-27T09:00:00Z          0.45           1.2             0   \n",
+       "2023-10-28T09:00:00Z          0.45           1.2             0   \n",
+       "2023-10-29T09:00:00Z          0.45           1.2             0   \n",
+       "2023-10-30T09:00:00Z          0.45           1.2             0   \n",
+       "2023-10-31T09:00:00Z          0.45           1.2             0   \n",
+       "2023-11-01T09:00:00Z          0.45           1.2             0   \n",
+       "\n",
+       "                      cloudCeilingAvg  cloudCeilingMax  cloudCeilingMin  \\\n",
+       "2023-10-27T09:00:00Z             0.05             0.76                0   \n",
+       "2023-10-28T09:00:00Z             0.05             0.76                0   \n",
+       "2023-10-29T09:00:00Z             0.05             0.76                0   \n",
+       "2023-10-30T09:00:00Z             0.05             0.76                0   \n",
+       "2023-10-31T09:00:00Z             0.05             0.76                0   \n",
+       "2023-11-01T09:00:00Z             0.05             0.76                0   \n",
+       "\n",
+       "                      cloudCoverAvg  cloudCoverMax  cloudCoverMin  \\\n",
+       "2023-10-27T09:00:00Z          43.67            100            1.9   \n",
+       "2023-10-28T09:00:00Z          43.67            100            1.9   \n",
+       "2023-10-29T09:00:00Z          43.67            100            1.9   \n",
+       "2023-10-30T09:00:00Z          43.67            100            1.9   \n",
+       "2023-10-31T09:00:00Z          43.67            100            1.9   \n",
+       "2023-11-01T09:00:00Z          43.67            100            1.9   \n",
+       "\n",
+       "                      dewPointAvg  ...  visibilityMin  weatherCodeMax  \\\n",
+       "2023-10-27T09:00:00Z         6.55  ...            1.4            1100   \n",
+       "2023-10-28T09:00:00Z         6.55  ...            1.4            1100   \n",
+       "2023-10-29T09:00:00Z         6.55  ...            1.4            1100   \n",
+       "2023-10-30T09:00:00Z         6.55  ...            1.4            1100   \n",
+       "2023-10-31T09:00:00Z         6.55  ...            1.4            1100   \n",
+       "2023-11-01T09:00:00Z         6.55  ...            1.4            1100   \n",
+       "\n",
+       "                      weatherCodeMin  windDirectionAvg  windGustAvg  \\\n",
+       "2023-10-27T09:00:00Z            1100             232.3         3.74   \n",
+       "2023-10-28T09:00:00Z            1100             232.3         3.74   \n",
+       "2023-10-29T09:00:00Z            1100             232.3         3.74   \n",
+       "2023-10-30T09:00:00Z            1100             232.3         3.74   \n",
+       "2023-10-31T09:00:00Z            1100             232.3         3.74   \n",
+       "2023-11-01T09:00:00Z            1100             232.3         3.74   \n",
+       "\n",
+       "                      windGustMax  windGustMin  windSpeedAvg  windSpeedMax  \\\n",
+       "2023-10-27T09:00:00Z          6.9         0.88          3.15          6.57   \n",
+       "2023-10-28T09:00:00Z          6.9         0.88          3.15          6.57   \n",
+       "2023-10-29T09:00:00Z          6.9         0.88          3.15          6.57   \n",
+       "2023-10-30T09:00:00Z          6.9         0.88          3.15          6.57   \n",
+       "2023-10-31T09:00:00Z          6.9         0.88          3.15          6.57   \n",
+       "2023-11-01T09:00:00Z          6.9         0.88          3.15          6.57   \n",
+       "\n",
+       "                      windSpeedMin  \n",
+       "2023-10-27T09:00:00Z          0.34  \n",
+       "2023-10-28T09:00:00Z          0.34  \n",
+       "2023-10-29T09:00:00Z          0.34  \n",
+       "2023-10-30T09:00:00Z          0.34  \n",
+       "2023-10-31T09:00:00Z          0.34  \n",
+       "2023-11-01T09:00:00Z          0.34  \n",
+       "\n",
+       "[6 rows x 95 columns]"
+      ]
+     },
+     "execution_count": 88,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "daily = json[\"timelines\"][\"daily\"]\n",
+    "daily[0][\"values\"]\n",
+    "time_index = [i[\"time\"] for i in daily]\n",
+    "\n",
+    "df = pd.DataFrame(daily[0][\"values\"], index=time_index)\n",
+    "df"
    ]
   },
   {
@@ -164,12 +5846,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 89,
    "id": "ca21a372",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "df.to_csv(\"/Users/leonplaza/Desktop/ironhack/lab/lab-apis/data/weather.csv\", index=False)"
    ]
   }
  ],
diff --git a/your-code/dataframe.csv b/your-code/dataframe.csv
new file mode 100644
index 0000000..e69de29