diff --git a/bird_data/bitbird_generation_script_w_csv4.py b/bird_data/bitbird_generation_script_w_csv4.py
new file mode 100644
index 0000000..7d2c5e5
--- /dev/null
+++ b/bird_data/bitbird_generation_script_w_csv4.py
@@ -0,0 +1,429 @@
+# Built with python 3, dependencies installed with pip 
+# library to generate images - Pillow 
+# https://pillow.readthedocs.io/en/stable/installation.html
+from PIL import Image
+
+import csv
+import webcolors
+import requests
+import time
+# import json
+
+# library to work with arrays 
+# https://numpy.org/
+import numpy as np
+
+# library to interact with the operating system
+import os
+
+# library to generate random integer values
+from random import seed
+from random import randint
+
+from webcolors import CSS3_HEX_TO_NAMES
+
+# gets path to be used in image creation mechanism, using os
+dirname = os.path.dirname(__file__)
+
+# sets final image dimensions as 480x480 pixels
+# the original 24x24 pixel image will be expanded to these dimensions
+dimensions = 480, 480
+
+with open((dirname + '/data/birds.csv'), 'w', newline='') as csvfile:
+    writer = csv.writer(csvfile, delimiter=';',
+                            quotechar='|', quoting=csv.QUOTE_MINIMAL)
+    writer.writerow( ['Number'] + ['Full match'] + ['OpenSea name'] + ['Name match'] + ['Gen-script type'] + ['OpenSea type'] + ['Type match'] + ['Gen-script eyes'] + ['OpenSea eyes'] + ['Eye match'] + ['Eye color(if crazy)'] + ['Crazy eye actual'] + ['Crazy eye closest'] + ['Gen-script beak'] + ['OpenSea beak'] + ['Beak match'] + ['Main head color'] + ['Exact HTML/CSS head color'] + ['Closest head color'] + ['Secondary color'] + ['Exact HTML/CSS secondary color'] + ['Closest secondary color'])
+ 
+    # tells how many times to iterate through the following mechanism
+    # which equals the number of birds
+    # e.g. 
+    # for x in range(0-200) 
+    # would generate 201 birds numbered 0-200
+    # for x in range(0, 1500):
+    for x in range(0, 1500):
+        print('x: ' + str(x))
+
+        if x != 423:
+
+            # if x > 422:
+            #     x = x-1
+
+            # using ETH block number as starting random number seed
+            b=11981207
+            seed(x+b)
+
+            #head color - randomly generate each number in an RGB color
+            hd1 = randint(0, 256)
+            hd2 = randint(0, 256)
+            hd3 = randint(0, 256)
+            hd = (hd1, hd2, hd3)
+            # hd = (0, 0, 0)
+
+
+            #  Fucking legend!!! https://www.semicolonworld.com/question/58066/convert-rgb-color-to-english-color-name-like-39-green-39-with-python
+            def closest_colour(requested_colour):
+                min_colours = {}
+                for key, name in webcolors.CSS3_HEX_TO_NAMES.items():
+                    r_c, g_c, b_c = webcolors.hex_to_rgb(key)
+                    rd = (r_c - requested_colour[0]) ** 2
+                    gd = (g_c - requested_colour[1]) ** 2
+                    bd = (b_c - requested_colour[2]) ** 2
+                    min_colours[(rd + gd + bd)] = name
+                return min_colours[min(min_colours.keys())]
+            
+            def get_colour_name(requested_colour):
+                try:
+                    closest_name = actual_name = webcolors.rgb_to_name(requested_colour)
+                except ValueError:
+                    closest_name = closest_colour(requested_colour)
+                    actual_name = 'NA'
+                return actual_name, closest_name
+
+            requested_colour = hd
+            hd_actual_name, hd_closest_name = get_colour_name(requested_colour)
+            # print("Actual colour name:", actual_name, ", closest colour name:", closest_name)
+
+            # hd_friendly = webcolors.rgb_to_name(hd)
+            # print(hd_friendly)
+            c=randint(0,500)
+            seed(c)
+
+            #throat color - same as head color
+            th1 =randint(0, 256)
+            th2 = randint(0, 256)
+            th3 = randint(0, 256)
+            th = (th1, th2, th3)
+
+            def closest_colour(requested_colour):
+                min_colours = {}
+                for key, name in webcolors.CSS3_HEX_TO_NAMES.items():
+                    r_c, g_c, b_c = webcolors.hex_to_rgb(key)
+                    rd = (r_c - requested_colour[0]) ** 2
+                    gd = (g_c - requested_colour[1]) ** 2
+                    bd = (b_c - requested_colour[2]) ** 2
+                    min_colours[(rd + gd + bd)] = name
+                return min_colours[min(min_colours.keys())]
+            
+            def get_colour_name(requested_colour):
+                try:
+                    closest_name = actual_name = webcolors.rgb_to_name(requested_colour)
+                except ValueError:
+                    closest_name = closest_colour(requested_colour)
+                    actual_name = 'NA'
+                return actual_name, closest_name
+
+            requested_colour = th
+            th_actual_name, th_closest_name = get_colour_name(requested_colour)
+            # print("Actual colour name:", actual_name, ", closest colour name:", closest_name)
+
+            d = randint(0,1000)
+            seed(d)
+
+            #eye "white" color
+            # if random number between 1-1000 is 47 or less - Crazy Eyes!
+            if d > 47:
+                # normal eyes are always the same color
+                ew = (240,248,255)
+                eyes = 'normal'
+                crazy_color = 'NA'
+                ey = (0, 0, 0)
+                ew_closest_name = 'NA'
+                ew_actual_name = 'NA'
+            else:
+                # crazy eyes have the same (154, 0, 0) pupil and a random 'eye white' color
+                ew = (randint(0, 256), randint(0, 256), randint(0, 256))
+                eyes = 'crazy'
+                crazy_color = ew
+                ey = (154, 0, 0)
+
+                def closest_colour(requested_colour):
+                    min_colours = {}
+                    for key, name in webcolors.CSS3_HEX_TO_NAMES.items():
+                        r_c, g_c, b_c = webcolors.hex_to_rgb(key)
+                        rd = (r_c - requested_colour[0]) ** 2
+                        gd = (g_c - requested_colour[1]) ** 2
+                        bd = (b_c - requested_colour[2]) ** 2
+                        min_colours[(rd + gd + bd)] = name
+                    return min_colours[min(min_colours.keys())]
+                
+                def get_colour_name(requested_colour):
+                    try:
+                        closest_name = actual_name = webcolors.rgb_to_name(requested_colour)
+                    except ValueError:
+                        closest_name = closest_colour(requested_colour)
+                        actual_name = 'NA'
+                    return actual_name, closest_name
+
+                requested_colour = ew
+                ew_actual_name, ew_closest_name = get_colour_name(requested_colour)
+
+            e = randint(0,1000)
+            seed(e)
+
+            # beak color
+            f = randint(0, 1000)
+            if f > 500:
+                # if random number is 501-1000 >> grey beak
+                bk = (152, 152, 152)
+                beak = 'grey'
+            elif 500 >= f > 47:
+                # 48-500 >> gold beak
+                bk = (204, 172, 0)
+                beak = 'gold'
+            elif 47 >= f > 7:
+                # 8 >> 47 >> red beak
+                bk = (204, 0, 0) 
+                beak = 'red'
+            else:
+                # random number is 7 or less >> black beak
+                bk = (0, 0, 0) 
+                beak = 'black'
+
+            # background color
+            bg = (238, 238, 238)
+            # outline color
+            ol = (0, 0, 0)
+
+            basic_bird = [
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, ol, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, ol, ol, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, ew, ew, hd, ew, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, ey, ew, hd, ey, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, ol, ol, ol, ol, ol, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, th, ol, ol, ol, ol, ol, ol, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, th, th, th, th, th, ol, bg, bg, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg]
+            ]
+
+            woodpecker = [
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, ol, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, ol, ol, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, ew, ew, hd, ew, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, ey, ew, hd, ey, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, ol, ol, ol, ol, ol, ol, ol, ol, ol, ol, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, bk, bk, bk, ol, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, ol, ol, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, th, ol, ol, ol, ol, ol, ol, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, th, th, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg]
+            ]
+
+            jay = [
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, ol, ol, ol, ol, ol, ol, ol, ol, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, ew, ew, hd, ew, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, ey, ew, hd, ey, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, ol, ol, ol, ol, ol, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, th, ol, ol, ol, ol, ol, ol, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, th, th, th, th, th, ol, bg, bg, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg]
+            ]
+
+            eagle = [
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, ol, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, ol, ol, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, ew, ew, hd, ew, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, ey, ew, hd, ey, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, ol, ol, ol, ol, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, ol, ol, ol, ol, ol, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, th, th, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, th, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, th, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg]
+            ]
+
+            cockatoo = [
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, ol, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, ol, bg, bg, ol, ol, ol, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, bg, bg, ol, ol, bg, ol, ol, th, ol, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, bg, ol, th, ol, bg, ol, th, th, ol, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, ol, bg, ol, th, ol, ol, ol, th, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, ol, th, ol, bg, ol, th, th, th, ol, th, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, ol, th, th, ol, ol, ol, th, th, ol, th, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, ol, ol, th, th, th, ol, th, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, ol, th, th, th, hd, hd, hd, th, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, ol, ol, ol, ol, th, th, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, ol, th, th, th, hd, hd, ew, ew, hd, ew, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, ol, ol, ol, hd, hd, ey, ew, hd, ey, ew, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, th, hd, hd, hd, hd, hd, hd, hd, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, ol, ol, ol, ol, ol, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, bk, bk, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, bk, bk, bk, bk, ol, ol, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, hd, hd, ol, ol, ol, ol, bg, bg, ol, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, ol, hd, hd, hd, th, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg],
+                [bg, bg, bg, bg, bg, bg, bg, bg, ol, hd, th, th, th, ol, bg, bg, bg, bg, bg, bg, bg, bg, bg, bg]
+            ]
+
+            # choose which bird image to use
+            seed(f)
+            g = randint(0,1000)
+            if g > 250:
+                # if random number is 251 - 1000 >> basic bird
+                pixels = basic_bird
+                p = "basic"
+            elif 250 >= g > 100:
+                # 101 - 250 >> jay
+                pixels = jay
+                p = "jay"
+            elif 100 >= g > 40:
+                # 41 - 100 >> woodpecker
+                pixels = woodpecker
+                p = "woodpecker"
+            elif 40 >= g > 5:
+                # 6 - 40 >> eagle
+                pixels = eagle
+                p = "eagle"
+            else:
+                # if random number is 5 or less >> cockatoo!!
+                pixels = cockatoo
+                p = "cockatoo"
+
+            # convert the pixels into an array using numpy
+            array = np.array(pixels, dtype=np.uint8)
+
+            # use PIL to create an image from the new array of pixels
+            new_image = Image.fromarray(array)
+            new_image = new_image.resize(dimensions, resample=0)
+            imgname = dirname + '/bird_images/' + (str(x)) + '.png'
+            new_image.save(imgname)
+
+            time.sleep(0.6)
+
+            if x > 422:
+                offset = x-1
+            else:
+                offset = x
+            print('offset :' + str(offset))
+
+            r = requests.get('https://api.opensea.io/api/v1/assets?collection=bit-birds&order_direction=asc&offset=' + (str(offset)) + '&limit=1')
+            jsonResponse = r.json()
+            http_response = r.status_code
+            name = jsonResponse['assets'][0]['name']
+            description = jsonResponse['assets'][0]['description']
+
+            print("HTTP status code: " + str(http_response))
+            print('Name: ' + name)
+            print('Description: ' + str(description))
+
+            traits = jsonResponse['assets'][0]['traits']
+            length = len(traits)
+            # print('Traits:')
+            for i in range(length):
+                # print(i)
+                trait_type = jsonResponse['assets'][0]['traits'][i]['trait_type']
+                value = jsonResponse['assets'][0]['traits'][i]['value']
+                # print(trait_type + ' : ' + value)
+                if trait_type == 'eyes':
+                    os_eyes = value
+                if trait_type == 'type':
+                    os_type = value
+                if trait_type == 'beak':
+                    os_beak = value
+            
+            # print('OS Type: ' + os_type)
+            # print('OS Eyes: ' + os_eyes)
+            # print('OS Beak: ' + os_beak)
+            print('hd: ' + str(hd))
+            print('th: ' + str(th))
+
+            if name == 'BitBird ' + str(x):
+                name_match = True
+            else:
+                name_match = False
+
+            if p == os_type:
+                type_match = True
+            else:
+                type_match = False
+            
+            if eyes == os_eyes:
+                eye_match = True
+            else: 
+                eye_match = False
+
+            if beak == os_beak:
+                beak_match = True
+            else:
+                beak_match = False
+
+
+            if type_match == True and eye_match == True and beak_match == True and name_match == True:
+                full_match = True
+            else:
+                full_match = False
+
+
+            row = x
+            print('row :' + str(row))
+            writer.writerow([row, full_match, name, name_match, p, os_type, type_match, eyes, os_eyes, eye_match, crazy_color, ew_actual_name, ew_closest_name, beak, os_beak, beak_match, hd, hd_actual_name, hd_closest_name, th, th_actual_name, th_closest_name])
+            print('----------------------')
+        else:
+            print('----------------------')
+
+
+print('*******Done*******')
\ No newline at end of file