60 KiB
60 KiB
Bar Chart Race
Initial imports
import numpy as np
print("imported!")imported!
Loading the Dataset
from pathlib import Path
file_name = Path('Sweeteners-Consumption.csv')
root_folder = Path('data')
file_path = root_folder / file_name
print(file_path)data/Sweeteners-Consumption.csv
import pandas as pd
dataFrame = pd.read_csv(file_path, header=0, index_col="Calendar Year")
# dataFrame = dataFrame.set_index('Calendar Year')
dataFrame = dataFrame.drop('Total Sweeteners' ,axis=1)print(dataFrame.head(10))Raw Sugar Refined Sugar High-corn ... Total Honey Other Syrups Calendar Year ... 1966 10235 9565 0 ... 1367 98 69 1967 10474 9789 3 ... 1415 89 50 1968 10656 9959 15 ... 1489 90 70 1969 10950 10234 33 ... 1553 101 61 1970 11163 10433 56 ... 1629 103 51 1971 11345 10603 86 ... 1731 93 52 1972 11487 10736 121 ... 1863 105 52 1973 11429 10681 218 ... 2092 95 53 1974 10945 10229 295 ... 2262 75 43 1975 10302 9628 527 ... 2515 108 43 [10 rows x 8 columns]
Barchart animation
print(dataFrame.iloc[0].to_list())[10235, 9565, 0, 952, 415, 1367, 98, 69]
from manim import *
class AnimatedBarChart(Scene):
def construct(self):
bar_names = [
'Raw Sugar','Refined Sugar','High-corn','Glucose','Dextrose','Total Corn','Honey','Other',
]
self.camera.background_color = WHITE
config.renderer='cairo'
config.quality='low_quality'
chart = BarChart(
values = dataFrame.iloc[0].to_list(),
bar_names=bar_names,
y_range=[0,13000, 1000],
y_length=7.0,
x_length=10,
x_axis_config={
"font_size":20,
'label_direction':DOWN,
# 'stroke_color' : RED,
# 'font_color' : BLACK,
# 'color':BLACK
},
y_axis_config={
"font_size":25,
},
axis_config = {
'color':BLACK,
# 'label_color':RED,
'tip_shape': StealthTip,
}
)
#==================================
# this section is to set the axis tick color. The best solution I found was the following for loops
# from this reddit post:
# https://www.reddit.com/r/manim/comments/x7iqzp/colors_of_axis_text_for_barchart/
for tick in chart.get_x_axis():
tick.set_color(BLACK)
for tick in chart.get_y_axis():
tick.set_color(BLACK)
#==================================
current_year =dataFrame.index[0]
date_text = Integer(
number=current_year,
group_with_commas=False,
).set_color(BLACK).scale(2.5)
date_text.move_to(UP*3)
date_text.add_updater(lambda d: d.set_value(current_year))
self.add(chart, date_text)
for i, row in enumerate(dataFrame.itertuples()):
weights = list(row[1:]) #first item is the date
current_year = row[0]
if i == 0:
continue
# elif i > 5: #comment out to render the full animation
# break
self.play(chart.animate.change_bar_values(weights),
# date_text.animate.become(new_date, match_center=True, match_height=True),
rate_func=linear,
run_time=0.7)
scene = AnimatedBarChart()
scene.render()Animation 0: Create(Tex('1966')): 0% 0/60 [00:00<?, ?it/s]
Animation 0: Create(Tex('1966')): 12% 7/60 [00:00<00:00, 60.84it/s]
Animation 0: Create(Tex('1966')): 27% 16/60 [00:00<00:00, 75.21it/s]
Animation 0: Create(Tex('1966')): 43% 26/60 [00:00<00:00, 82.63it/s]
Animation 0: Create(Tex('1966')): 58% 35/60 [00:00<00:00, 82.93it/s]
Animation 0: Create(Tex('1966')): 73% 44/60 [00:00<00:00, 78.72it/s]
Animation 0: Create(Tex('1966')): 87% 52/60 [00:00<00:00, 56.87it/s]
Animation 0: Create(Tex('1966')): 100% 60/60 [00:00<00:00, 62.10it/s]
[12/12/23 00:58:18] INFO Animation 0 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/2621265332_
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Animation 1: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.42it/s]
[12/12/23 00:58:22] INFO Animation 1 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
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[12/12/23 00:58:26] INFO Animation 2 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
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[12/12/23 00:58:30] INFO Animation 3 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
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[12/12/23 00:58:34] INFO Animation 4 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
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Animation 5: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.13it/s]
[12/12/23 00:58:38] INFO Animation 5 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
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p60/partial_movie_files/An
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[12/12/23 00:58:42] INFO Animation 6 : Partial scene_file_writer.py:527
movie file written in
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[12/12/23 00:58:46] INFO Animation 7 : Partial scene_file_writer.py:527
movie file written in
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[12/12/23 00:58:50] INFO Animation 8 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
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p60/partial_movie_files/An
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[12/12/23 00:58:54] INFO Animation 9 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
2752785196_928210545.mp4'
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[12/12/23 00:58:58] INFO Animation 10 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
2443670748_928210545.mp4'
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[12/12/23 00:59:02] INFO Animation 11 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
383266115_928210545.mp4'
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[12/12/23 00:59:06] INFO Animation 12 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
525015878_928210545.mp4'
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Animation 13: _MethodAnimation(BarChart of 3 submobjects), etc.: 98% 47/48 [00:02<00:00, 19.81it/s]
[12/12/23 00:59:10] INFO Animation 13 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
1300073967_928210545.mp4'
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Animation 14: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.26it/s]
[12/12/23 00:59:14] INFO Animation 14 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
574895545_928210545.mp4'
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Animation 15: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.04it/s]
[12/12/23 00:59:18] INFO Animation 15 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
3638716964_928210545.mp4'
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Animation 16: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.25it/s]
[12/12/23 00:59:22] INFO Animation 16 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
2017987969_928210545.mp4'
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Animation 17: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.16it/s]
[12/12/23 00:59:26] INFO Animation 17 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
1384292811_928210545.mp4'
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Animation 18: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.11it/s]
[12/12/23 00:59:31] INFO Animation 18 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
387760668_928210545.mp4'
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[12/12/23 00:59:35] INFO Animation 19 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
2707121321_928210545.mp4'
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Animation 20: _MethodAnimation(BarChart of 3 submobjects), etc.: 94% 45/48 [00:02<00:00, 20.29it/s]
Animation 20: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.29it/s]
[12/12/23 00:59:39] INFO Animation 20 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
1567046471_928210545.mp4'
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Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 6% 3/48 [00:00<00:04, 10.63it/s]
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Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 19% 9/48 [00:00<00:02, 17.06it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 25% 12/48 [00:00<00:01, 18.24it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 31% 15/48 [00:00<00:01, 19.02it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 38% 18/48 [00:01<00:01, 19.49it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 44% 21/48 [00:01<00:01, 19.81it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 50% 24/48 [00:01<00:01, 20.03it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 56% 27/48 [00:01<00:01, 19.69it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 62% 30/48 [00:01<00:00, 19.88it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 69% 33/48 [00:01<00:00, 19.99it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 75% 36/48 [00:01<00:00, 19.96it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 81% 39/48 [00:02<00:00, 19.93it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 85% 41/48 [00:02<00:00, 19.82it/s]
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Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 94% 45/48 [00:02<00:00, 19.78it/s]
Animation 21: _MethodAnimation(BarChart of 3 submobjects), etc.: 98% 47/48 [00:02<00:00, 19.78it/s]
[12/12/23 00:59:43] INFO Animation 21 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
1163189029_928210545.mp4'
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Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 6% 3/48 [00:00<00:02, 20.70it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 12% 6/48 [00:00<00:02, 20.65it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 19% 9/48 [00:00<00:01, 20.70it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 25% 12/48 [00:00<00:01, 20.65it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 31% 15/48 [00:00<00:01, 20.64it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 38% 18/48 [00:00<00:01, 20.61it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 44% 21/48 [00:01<00:01, 20.63it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 50% 24/48 [00:01<00:01, 20.66it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 56% 27/48 [00:01<00:01, 20.68it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 62% 30/48 [00:01<00:00, 20.62it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 69% 33/48 [00:01<00:00, 20.43it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 75% 36/48 [00:01<00:00, 20.34it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 81% 39/48 [00:01<00:00, 20.21it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 88% 42/48 [00:02<00:00, 20.11it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 94% 45/48 [00:02<00:00, 19.88it/s]
Animation 22: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.10it/s]
[12/12/23 00:59:47] INFO Animation 22 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
601209784_928210545.mp4'
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Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 4% 2/48 [00:00<00:02, 19.86it/s]
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Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 17% 8/48 [00:00<00:01, 20.13it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 23% 11/48 [00:00<00:01, 20.17it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 29% 14/48 [00:00<00:01, 20.28it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 35% 17/48 [00:00<00:01, 20.25it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 42% 20/48 [00:00<00:01, 20.08it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 48% 23/48 [00:01<00:01, 20.08it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 54% 26/48 [00:01<00:01, 20.12it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 60% 29/48 [00:01<00:00, 20.19it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 67% 32/48 [00:01<00:00, 20.12it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 73% 35/48 [00:01<00:00, 20.11it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 79% 38/48 [00:01<00:00, 20.02it/s]
Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 85% 41/48 [00:02<00:00, 20.02it/s]
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Animation 23: _MethodAnimation(BarChart of 3 submobjects), etc.: 98% 47/48 [00:02<00:00, 20.00it/s]
[12/12/23 00:59:51] INFO Animation 23 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
2303814180_928210545.mp4'
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Animation 24: _MethodAnimation(BarChart of 3 submobjects), etc.: 50% 24/48 [00:01<00:01, 20.70it/s]
Animation 24: _MethodAnimation(BarChart of 3 submobjects), etc.: 56% 27/48 [00:01<00:01, 20.70it/s]
Animation 24: _MethodAnimation(BarChart of 3 submobjects), etc.: 62% 30/48 [00:01<00:00, 20.66it/s]
Animation 24: _MethodAnimation(BarChart of 3 submobjects), etc.: 69% 33/48 [00:01<00:00, 20.51it/s]
Animation 24: _MethodAnimation(BarChart of 3 submobjects), etc.: 75% 36/48 [00:01<00:00, 20.37it/s]
Animation 24: _MethodAnimation(BarChart of 3 submobjects), etc.: 81% 39/48 [00:01<00:00, 20.24it/s]
Animation 24: _MethodAnimation(BarChart of 3 submobjects), etc.: 88% 42/48 [00:02<00:00, 20.19it/s]
Animation 24: _MethodAnimation(BarChart of 3 submobjects), etc.: 94% 45/48 [00:02<00:00, 20.14it/s]
Animation 24: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 20.07it/s]
[12/12/23 00:59:56] INFO Animation 24 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
888423961_928210545.mp4'
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Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 6% 3/48 [00:00<00:02, 20.45it/s]
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Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 31% 15/48 [00:00<00:01, 20.39it/s]
Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 38% 18/48 [00:00<00:01, 20.45it/s]
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Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 56% 27/48 [00:01<00:01, 20.45it/s]
Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 62% 30/48 [00:01<00:00, 20.44it/s]
Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 69% 33/48 [00:01<00:00, 20.30it/s]
Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 75% 36/48 [00:01<00:00, 20.28it/s]
Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 81% 39/48 [00:01<00:00, 20.36it/s]
Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 88% 42/48 [00:02<00:00, 20.24it/s]
Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 94% 45/48 [00:02<00:00, 18.53it/s]
Animation 25: _MethodAnimation(BarChart of 3 submobjects), etc.: 100% 48/48 [00:02<00:00, 18.92it/s]
[12/12/23 01:00:00] INFO Animation 25 : Partial scene_file_writer.py:527
movie file written in
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/partial_movie_files/An
imatedBarChart/4272032393_
3124273526_928210545.mp4'
INFO Combining to Movie file. scene_file_writer.py:617
INFO scene_file_writer.py:735
File ready at
'/home/linly/Code/Diabetus
-History/media/videos/1080
p60/AnimatedBarChart.mp4'
INFO The partial movie scene_file_writer.py:707
directory is full (> 100
files). Therefore, manim
has removed the 14 oldest
file(s). You can change
this behaviour by changing
max_files_cached in
config.
INFO Rendered AnimatedBarChart scene.py:241
Played 26 animations