From 7f17de27488c8c22c199996fe148f6ac11506b09 Mon Sep 17 00:00:00 2001 From: wendtalexander Date: Wed, 25 Jan 2023 17:47:00 +0100 Subject: [PATCH 1/8] adding plot changes --- code/plot_chirp_size.py | 165 +++++++++++++++++++++------- poster/figs/chirps_winner_loser.pdf | Bin 15606 -> 15996 bytes 2 files changed, 127 insertions(+), 38 deletions(-) diff --git a/code/plot_chirp_size.py b/code/plot_chirp_size.py index 894a80b..3547c17 100644 --- a/code/plot_chirp_size.py +++ b/code/plot_chirp_size.py @@ -4,6 +4,7 @@ import os import numpy as np import matplotlib.pyplot as plt +from scipy.stats import pearsonr, spearmanr from thunderfish.powerspectrum import decibel from IPython import embed @@ -12,6 +13,7 @@ from modules.logger import makeLogger from modules.plotstyle import PlotStyle from modules.behaviour_handling import Behavior, correct_chasing_events + ps = PlotStyle() logger = makeLogger(__name__) @@ -50,6 +52,7 @@ def get_chirp_size(folder_name, Behavior, order_meta_df, id_meta_df): folder_row = order_meta_df[order_meta_df['recording'] == foldername] fish1 = folder_row['fish1'].values[0].astype(int) fish2 = folder_row['fish2'].values[0].astype(int) + winner = folder_row['winner'].values[0].astype(int) groub = folder_row['group'].values[0].astype(int) size_fish1_row = id_meta_df[(id_meta_df['group'] == groub) & ( @@ -59,32 +62,57 @@ def get_chirp_size(folder_name, Behavior, order_meta_df, id_meta_df): size_winners = [size_fish1_row[col].values[0] for col in ['l1', 'l2', 'l3']] - mean_size_winner = np.nanmean(size_winners) + size_fish1 = np.nanmean(size_winners) size_losers = [size_fish2_row[col].values[0] for col in ['l1', 'l2', 'l3']] - mean_size_loser = np.nanmean(size_losers) + size_fish2 = np.nanmean(size_losers) + if winner == fish1: + if size_fish1 > size_fish2: + size_diff_bigger = size_fish1 - size_fish2 + size_diff_smaller = size_fish2 - size_fish1 + + elif size_fish1 < size_fish2: + size_diff_bigger = size_fish1 - size_fish2 + size_diff_smaller = size_fish2 - size_fish1 + else: + size_diff_bigger = np.nan + size_diff_smaller = np.nan + winner_fish_id = np.nan + loser_fish_id = np.nan + return size_diff_bigger, size_diff_smaller, winner_fish_id, loser_fish_id - if mean_size_winner > mean_size_loser: - size_diff_bigger = mean_size_winner - mean_size_loser - size_diff_smaller = mean_size_loser - mean_size_winner winner_fish_id = folder_row['rec_id1'].values[0] loser_fish_id = folder_row['rec_id2'].values[0] - elif mean_size_winner < mean_size_loser: - size_diff_bigger = mean_size_loser - mean_size_winner - size_diff_smaller = mean_size_winner - mean_size_loser + elif winner == fish2: + if size_fish2 > size_fish1: + size_diff_bigger = size_fish2 - size_fish1 + size_diff_smaller = size_fish1 - size_fish2 + + elif size_fish2 < size_fish1: + size_diff_bigger = size_fish2 - size_fish1 + size_diff_smaller = size_fish1 - size_fish2 + else: + size_diff_bigger = np.nan + size_diff_smaller = np.nan + winner_fish_id = np.nan + loser_fish_id = np.nan + return size_diff_bigger, size_diff_smaller, winner_fish_id, loser_fish_id + winner_fish_id = folder_row['rec_id2'].values[0] loser_fish_id = folder_row['rec_id1'].values[0] else: - size_diff = np.nan - winner_fish_id = np.nan - loser_fish_id = np.nan + size_diff_bigger = np.nan + size_diff_smaller = np.nan + winner_fish_id = np.nan + loser_fish_id = np.nan + return size_diff_bigger, size_diff_smaller, winner_fish_id, loser_fish_id chirp_winner = len( Behavior.chirps[Behavior.chirps_ids == winner_fish_id]) chirp_loser = len( Behavior.chirps[Behavior.chirps_ids == loser_fish_id]) - + return size_diff_bigger, chirp_winner, size_diff_smaller, chirp_loser @@ -92,27 +120,62 @@ def get_chirp_freq(folder_name, Behavior, order_meta_df): foldername = folder_name.split('/')[-2] folder_row = order_meta_df[order_meta_df['recording'] == foldername] - fish1 = folder_row['rec_id1'].values[0].astype(int) - fish2 = folder_row['rec_id2'].values[0].astype(int) + fish1 = folder_row['fish1'].values[0].astype(int) + fish2 = folder_row['fish2'].values[0].astype(int) + + fish1_freq = folder_row['rec_id1'].values[0].astype(int) + fish2_freq = folder_row['rec_id2'].values[0].astype(int) + winner = folder_row['winner'].values[0].astype(int) chirp_freq_fish1 = np.nanmedian( - Behavior.freq[Behavior.ident == fish1]) + Behavior.freq[Behavior.ident == fish1_freq]) chirp_freq_fish2 = np.nanmedian( - Behavior.freq[Behavior.ident == fish2]) + Behavior.freq[Behavior.ident == fish2_freq]) + + if winner == fish1: + if chirp_freq_fish1 > chirp_freq_fish2: + freq_diff_higher = chirp_freq_fish1 - chirp_freq_fish2 + freq_diff_lower = chirp_freq_fish2 - chirp_freq_fish1 + + elif chirp_freq_fish1 < chirp_freq_fish2: + freq_diff_higher = chirp_freq_fish1 - chirp_freq_fish2 + freq_diff_lower = chirp_freq_fish2 - chirp_freq_fish1 + else: + freq_diff_higher = np.nan + freq_diff_lower = np.nan + winner_fish_id = np.nan + loser_fish_id = np.nan - if chirp_freq_fish1 > chirp_freq_fish2: - freq_diff = chirp_freq_fish1 - chirp_freq_fish2 winner_fish_id = folder_row['rec_id1'].values[0] loser_fish_id = folder_row['rec_id2'].values[0] - elif chirp_freq_fish1 < chirp_freq_fish2: - freq_diff = chirp_freq_fish2 - chirp_freq_fish1 + elif winner == fish2: + if chirp_freq_fish2 > chirp_freq_fish1: + freq_diff_higher = chirp_freq_fish2 - chirp_freq_fish1 + freq_diff_lower = chirp_freq_fish1 - chirp_freq_fish2 + + elif chirp_freq_fish2 < chirp_freq_fish1: + freq_diff_higher = chirp_freq_fish2 - chirp_freq_fish1 + freq_diff_lower = chirp_freq_fish1 - chirp_freq_fish2 + else: + freq_diff_higher = np.nan + freq_diff_lower = np.nan + winner_fish_id = np.nan + loser_fish_id = np.nan + winner_fish_id = folder_row['rec_id2'].values[0] loser_fish_id = folder_row['rec_id1'].values[0] + else: + freq_diff_higher = np.nan + freq_diff_lower = np.nan + winner_fish_id = np.nan + loser_fish_id = np.nan - chirp_diff = len(Behavior.chirps[Behavior.chirps_ids == winner_fish_id]) - len( + chirp_winner = len( + Behavior.chirps[Behavior.chirps_ids == winner_fish_id]) + chirp_loser = len( Behavior.chirps[Behavior.chirps_ids == loser_fish_id]) - return freq_diff, chirp_diff + return freq_diff_higher, chirp_winner, freq_diff_lower, chirp_loser def main(datapath: str): @@ -128,8 +191,17 @@ def main(datapath: str): id_meta_df = read_csv(path_id_meta) chirps_winner = [] - size_diffs = [] - size_chirps_diffs = [] + + size_diffs_winner = [] + size_diffs_loser = [] + size_chirps_winner = [] + size_chirps_loser = [] + + freq_diffs_higher = [] + freq_diffs_lower = [] + freq_chirps_winner = [] + freq_chirps_loser = [] + chirps_loser = [] freq_diffs = [] freq_chirps_diffs = [] @@ -151,17 +223,32 @@ def main(datapath: str): foldername, bh, order_meta_df) chirps_winner.append(winner_chirp) chirps_loser.append(loser_chirp) - size_diff, chirp_diff = get_chirp_size( + + size_diff_bigger, chirp_winner, size_diff_smaller, chirp_loser = get_chirp_size( foldername, bh, order_meta_df, id_meta_df) - size_diffs.append(size_diff) - size_chirps_diffs.append(chirp_diff) - freq_diff, freq_chirps_diff = get_chirp_freq( + freq_diff_higher, chirp_freq_winner, freq_diff_lower, chirp_freq_loser = get_chirp_freq( foldername, bh, order_meta_df) - freq_diffs.append(freq_diff) - freq_chirps_diffs.append(freq_chirps_diff) + + freq_diffs_higher.append(freq_diff_higher) + freq_diffs_lower.append(freq_diff_lower) + freq_chirps_winner.append(chirp_freq_winner) + freq_chirps_loser.append(chirp_freq_loser) - fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(22*ps.cm, 12*ps.cm), width_ratios=[1.5, 1,1]) + if np.isnan(size_diff_bigger): + continue + size_diffs_winner.append(size_diff_bigger) + size_diffs_loser.append(size_diff_smaller) + size_chirps_winner.append(chirp_winner) + size_chirps_loser.append(chirp_loser) + + + embed() + size_winner_pearsonr = pearsonr(size_diffs_winner, size_chirps_winner ) + size_loser_pearsonr = pearsonr(size_diffs_loser, size_chirps_loser ) + + fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=( + 22*ps.cm, 12*ps.cm), width_ratios=[1.5, 1, 1], sharey=True) plt.subplots_adjust(left=0.098, right=0.945, top=0.94, wspace=0.343) scatterwinner = 1.15 scatterloser = 1.85 @@ -189,17 +276,19 @@ def main(datapath: str): ps.set_boxplot_color(bplot1, colors1) colors1 = ps.orange ps.set_boxplot_color(bplot2, colors1) - ax2.scatter(size_diffs, size_chirps_diffs, color='r') - ax2.set_xlabel('Size difference [mm]') + ax2.scatter(size_diffs_winner, size_chirps_winner, color=ps.red) + ax2.scatter(size_diffs_loser, size_chirps_loser, color=ps.orange) + + ax2.set_xlabel('Size difference [cm]') ax2.set_ylabel('Chirps difference [n]') - #ax3.scatter(freq_diffs, size_chirps_diffs, color='r') - # ax3.scatter(freq_diffs, freq_chirps_diffs, color='r') + ax3.scatter(freq_diffs_higher, freq_chirps_winner, color=ps.red) + ax3.scatter(freq_diffs_lower, freq_chirps_loser, color=ps.orange) + ax3.set_xlabel('Frequency difference [Hz]') ax3.set_yticklabels([]) - ax3.set 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z67T{@D+zF%{?Y>KM*-3bmmfe{Vekh?e;I_h!T{uz@BsjMr8p))UWpwD*ppX+2La@j z;6VY-t{k_Ox`L1U1LPHoV*q)joZ|p_g)9spuapxGXsl3$y9N3K8U*k)L5|z73Boc6 zC7}fV`U+LblAwIxX1XS4Ol;|=_()_59vq^hIkU1%$FqpsaNG~@1BCt_2t+zp&$XBa zCxO)%2~S^-5eVzzkqBH(R{3&%D4c@vc(8QG7N`aVY~P{8;%dCgia;WAd$9&1(>R5# z!KhrV*I;z|x_AT)0;dzJ?Fc0NKReFT{GSAP8ezQz8vj!Me^TK|Wa?TwJc&x Date: Wed, 25 Jan 2023 18:13:30 +0100 Subject: [PATCH 2/8] adding pearson r --- code/plot_chirp_bodylegth.py | 2 +- code/plot_chirp_size.py | 1 - poster/figs/chirps_winner_loser.pdf | Bin 15996 -> 15996 bytes poster/main.pdf | Bin 403471 -> 352883 bytes poster/main.tex | 4 ---- 5 files changed, 1 insertion(+), 6 deletions(-) diff --git a/code/plot_chirp_bodylegth.py b/code/plot_chirp_bodylegth.py index b522c93..f629a24 100644 --- a/code/plot_chirp_bodylegth.py +++ b/code/plot_chirp_bodylegth.py @@ -253,7 +253,7 @@ def main(datapath: str): ps.set_boxplot_color(bplot2, colors1) ax2.scatter(size_diffs, size_chirps_diffs, color='r') ax2.set_xlabel('Size difference [mm]') - ax2.set_ylabel('Chirps difference [n]') + ax2.set_ylabel('Chirps [n]') ax3.scatter(freq_diffs, size_chirps_diffs, color='r') # ax3.scatter(freq_diffs, freq_chirps_diffs, color='r') diff --git a/code/plot_chirp_size.py b/code/plot_chirp_size.py index 3547c17..63b342b 100644 --- a/code/plot_chirp_size.py +++ b/code/plot_chirp_size.py @@ -280,7 +280,6 @@ def main(datapath: str): ax2.scatter(size_diffs_loser, size_chirps_loser, color=ps.orange) ax2.set_xlabel('Size difference [cm]') - ax2.set_ylabel('Chirps difference [n]') ax3.scatter(freq_diffs_higher, freq_chirps_winner, color=ps.red) ax3.scatter(freq_diffs_lower, freq_chirps_loser, color=ps.orange) diff --git a/poster/figs/chirps_winner_loser.pdf b/poster/figs/chirps_winner_loser.pdf index dce23ace3902aebdfdc7058c46643b2ec626f2c0..38fcaa637134e184eeccb43f83fca4458b968fa2 100644 GIT binary patch delta 17 ZcmexU^QUIRT}u{ILu0ee4=rc2002_<2lfB} delta 17 ZcmexU^QUIRT}u`dQxn6@4=rc2002_<2lW5| diff --git a/poster/main.pdf 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136553e34e0ea543bb9a328b5dbfd926d2ff7ff7 Mon Sep 17 00:00:00 2001 From: wendtalexander Date: Wed, 25 Jan 2023 18:14:10 +0100 Subject: [PATCH 3/8] removing frequency plot --- code/plot_chirp_size.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/code/plot_chirp_size.py b/code/plot_chirp_size.py index 63b342b..39c71a7 100644 --- a/code/plot_chirp_size.py +++ b/code/plot_chirp_size.py @@ -281,11 +281,6 @@ def main(datapath: str): ax2.set_xlabel('Size difference [cm]') - ax3.scatter(freq_diffs_higher, freq_chirps_winner, color=ps.red) - ax3.scatter(freq_diffs_lower, freq_chirps_loser, color=ps.orange) - - ax3.set_xlabel('Frequency difference [Hz]') - ax3.set_yticklabels([]) # pearson r plt.savefig('../poster/figs/chirps_winner_loser.pdf') plt.show() From 0047c8672a8bdd7ed924ba01b871db82e9cd643c Mon Sep 17 00:00:00 2001 From: wendtalexander Date: Wed, 25 Jan 2023 18:14:44 +0100 Subject: [PATCH 4/8] removing ax --- code/plot_chirp_size.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code/plot_chirp_size.py b/code/plot_chirp_size.py index 39c71a7..0539c6f 100644 --- a/code/plot_chirp_size.py +++ b/code/plot_chirp_size.py @@ -247,7 +247,7 @@ def main(datapath: str): size_winner_pearsonr = pearsonr(size_diffs_winner, size_chirps_winner ) size_loser_pearsonr = pearsonr(size_diffs_loser, size_chirps_loser ) - fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=( + fig, (ax1, ax2) = plt.subplots(1, 2, figsize=( 22*ps.cm, 12*ps.cm), width_ratios=[1.5, 1, 1], sharey=True) plt.subplots_adjust(left=0.098, right=0.945, top=0.94, wspace=0.343) scatterwinner = 1.15 From c089ef354dd5f53fe0359bbdc9b09443156d95f9 Mon Sep 17 00:00:00 2001 From: wendtalexander Date: Wed, 25 Jan 2023 18:16:18 +0100 Subject: [PATCH 5/8] removing frequency ax --- code/plot_chirp_size.py | 2 +- poster/figs/chirps_winner_loser.pdf | Bin 15996 -> 13732 bytes poster/main.pdf | Bin 352883 -> 350728 bytes 3 files changed, 1 insertion(+), 1 deletion(-) diff --git a/code/plot_chirp_size.py b/code/plot_chirp_size.py index 0539c6f..453afeb 100644 --- a/code/plot_chirp_size.py +++ b/code/plot_chirp_size.py @@ -248,7 +248,7 @@ def main(datapath: str): size_loser_pearsonr = pearsonr(size_diffs_loser, size_chirps_loser ) fig, (ax1, ax2) = plt.subplots(1, 2, figsize=( - 22*ps.cm, 12*ps.cm), width_ratios=[1.5, 1, 1], sharey=True) + 22*ps.cm, 12*ps.cm), sharey=True) plt.subplots_adjust(left=0.098, right=0.945, top=0.94, wspace=0.343) scatterwinner = 1.15 scatterloser = 1.85 diff --git a/poster/figs/chirps_winner_loser.pdf b/poster/figs/chirps_winner_loser.pdf index 38fcaa637134e184eeccb43f83fca4458b968fa2..208f1375b901e80889f55ccbd9899dee4a2f1bfe 100644 GIT binary patch delta 4109 zcmZuxc|4SB8#WATY%wF*UyNO5-|Rw`jw97)Ct_?3V+%=*QHPFGS>6uGQpq7wXjHO{ z$(G8NBy=K@{X++JDD}$0 z-Ql0SU6IQt`%nWeoUgbiNSE`faiH@pJ#Ql;zbn>hcmcx)$1Xz@e8vm%e#^C!`(qe1fDs}bA?Wq;~eDJaG z%zZiuZrU|+e{who+AjUe8L7z$)n8+c8!HUUCTS^Bzc5vh^0kj8g_Q54dLggu+H0t) 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z`2A8s&Xc&4pMdvY9=x=Y7yWw$2yPwA<*}TF)>shb9s-M_42+<02}ko1iYb{MXds>$ zE)!XgeJ`oqZ)x?n$6{u1iYIdB2BVF9@BSOh$1mJ}nNGiuv_^5WBjWgp=IA3Vvh?Cct}I0^t|NVP#d)R>t`sNyha% From d5b23481ad0e2cba2acc5b9496a3e8df94f0ea2d Mon Sep 17 00:00:00 2001 From: wendtalexander Date: Wed, 25 Jan 2023 19:57:44 +0100 Subject: [PATCH 6/8] adding plot in chasing --- code/plot_chirps_in_chasing.py | 81 ++++++++++++++++++++++++++++++ poster/figs/chirps_in_chasing.pdf | Bin 0 -> 12294 bytes 2 files changed, 81 insertions(+) create mode 100644 code/plot_chirps_in_chasing.py create mode 100644 poster/figs/chirps_in_chasing.pdf diff --git a/code/plot_chirps_in_chasing.py b/code/plot_chirps_in_chasing.py new file mode 100644 index 0000000..19a505e --- /dev/null +++ b/code/plot_chirps_in_chasing.py @@ -0,0 +1,81 @@ +import numpy as np + +import os + +import numpy as np +import matplotlib.pyplot as plt +from scipy.stats import pearsonr, spearmanr +from thunderfish.powerspectrum import decibel + +from IPython import embed +from pandas import read_csv +from modules.logger import makeLogger +from modules.plotstyle import PlotStyle +from modules.behaviour_handling import Behavior, correct_chasing_events +from modules.datahandling import flatten + + +ps = PlotStyle() + +logger = makeLogger(__name__) + + +def main(datapath: str): + + foldernames = [ + datapath + x + '/' for x in os.listdir(datapath) if os.path.isdir(datapath+x)] + time_precents = [] + chirps_percents = [] + for foldername in foldernames: + # behabvior is pandas dataframe with all the data + if foldername == '../data/mount_data/2020-05-12-10_00/': + continue + bh = Behavior(foldername) + + category = bh.behavior + timestamps = bh.start_s + # Correct for doubles in chasing on- and offsets to get the right on-/offset pairs + # Get rid of tracking faults (two onsets or two offsets after another) + category, timestamps = correct_chasing_events(category, timestamps) + + chasing_onset = timestamps[category == 0] + chasing_offset = timestamps[category == 1] + if len(chasing_onset) != len(chasing_offset): + embed() + + chirps_in_chasings = [] + for onset, offset in zip(chasing_onset, chasing_offset): + chirps_in_chasing = [c for c in bh.chirps if (c > onset) & (c < offset)] + chirps_in_chasings.append(chirps_in_chasing) + + try: + time_chasing = np.sum(chasing_offset[chasing_offset<3*60*60] - chasing_onset[chasing_onset<3*60*60]) + except: + time_chasing = np.sum(chasing_offset[chasing_offset<3*60*60] - chasing_onset[chasing_onset<3*60*60][:-1]) + + + time_chasing_percent = (time_chasing/(3*60*60))*100 + chirps_chasing = np.asarray(flatten(chirps_in_chasings)) + chirps_chasing_new = chirps_chasing[chirps_chasing<3*60*60] + chirps_percent = (len(chirps_chasing_new)/len(bh.chirps))*100 + + time_precents.append(time_chasing_percent) + chirps_percents.append(chirps_percent) + + fig, ax = plt.subplots(1, 1, figsize=(14*ps.cm, 10*ps.cm)) + + ax.boxplot([time_precents, chirps_percents]) + ax.set_xticklabels(['Time Chasing', 'Chirps in Chasing']) + ax.set_ylabel('Percent') + ax.scatter(np.ones(len(time_precents)), time_precents, color=ps.white) + ax.scatter(np.ones(len(chirps_percents))*2, chirps_percents, color=ps.white) + plt.savefig('../poster/figs/chirps_in_chasing.pdf') + plt.show() + + +if __name__ == '__main__': + # Path to the data + datapath = '../data/mount_data/' + main(datapath) + + diff --git a/poster/figs/chirps_in_chasing.pdf b/poster/figs/chirps_in_chasing.pdf new file mode 100644 index 0000000000000000000000000000000000000000..49ce2e15b8eace965fa587eba8af7db3ae30d2db GIT binary patch literal 12294 zcmd^Fc|29!*H4t(Oc7DyP!i$Jmut$LIa5ef*L4ly;<`yxhA1+GP?}9eNhy)3WJpL9 zB~t@3PnA-Lcb|(VkGyZazt8*MdwsTj&N}<-z1G_6to7Y{ZE<5wZ5gyI4k4b|2Hh+` zpdl3GZg&8oqy!<&4|`A`qy~vja&>ovkj5lOiWh_d4NM^w6$FK94>y!w@Pf8Gl@4JU z4Ukql?G8}LbVzRYR?COJ!;DU%Qy|k?XrZ!-O;zNg!x^934^|@MOuGWQY7qEl=T>zMGn0p!pa5u|7(v;%mevn26^1%Fq z@eL{V&LnkrA21>c{9%a%Svd@Zk;ljq319%E1`rLr?*$QO8C0WE-N79iZoE((@Z)*? 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--- code/plot_chirps_in_chasing.py | 4 ++-- poster/figs/chirps_in_chasing.pdf | Bin 12294 -> 12298 bytes 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/code/plot_chirps_in_chasing.py b/code/plot_chirps_in_chasing.py index 19a505e..98894d8 100644 --- a/code/plot_chirps_in_chasing.py +++ b/code/plot_chirps_in_chasing.py @@ -67,8 +67,8 @@ def main(datapath: str): ax.boxplot([time_precents, chirps_percents]) ax.set_xticklabels(['Time Chasing', 'Chirps in Chasing']) ax.set_ylabel('Percent') - ax.scatter(np.ones(len(time_precents)), time_precents, color=ps.white) - ax.scatter(np.ones(len(chirps_percents))*2, chirps_percents, color=ps.white) + ax.scatter(np.ones(len(time_precents))*1.25, time_precents, color=ps.white) + ax.scatter(np.ones(len(chirps_percents))*1.75, chirps_percents, color=ps.white) plt.savefig('../poster/figs/chirps_in_chasing.pdf') plt.show() diff --git a/poster/figs/chirps_in_chasing.pdf b/poster/figs/chirps_in_chasing.pdf index 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