Datasets:

GenetikaPlus
/

v1.1_bdnf_dataset

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 127k rows

experiment stringclasses 7 values	plate int64 1 14	line int64 8 174	well stringclasses 60 values	treatment stringclasses 9 values	response float64 -1 1	Number_of_soma_count float64 1 559	Total_Area_of_soma_um^2 float64 153 203k	Total_Length_of_neuronal_process_um float64 16.7k 1.45M	Total_area_of_neuronal_process_um^2 float64 20.1k 2.1M	Number_of_spine_count float64 241 18.7k	Total_length_of_spine_um float64 0 0	Total_area_of_spine_um^2 float64 1.13k 90k	junctions_count float64 70 8.7k	Number_of_primary_neuronal_process_count float64 0 0	Total_Length_of_primary_neuronal_process_um float64 0 0	Number_of_puncta_psd_count float64 40 62.6k	Total_area_of_puncta_psd_um^2 float64 20.8 34.5k	Number_of_puncta_syn_count float64 1 34.4k	Total_area_of_puncta_syn_um^2 float64 0.47 17.8k	Number_of_puncta_coloc_count float64 0 2.96k	Total_area_of_puncta_coloc_um^2 float64 0 2.02k	number_of_puncta_psd_coloc_count float64 0 2.89k	number_of_puncta_syn_coloc_count float64 0 2.84k	mean_dist_coloc_on_process_um float64 0 0.85	psd_area_on_soma_um^2 float64 0 340	syn_area_on_soma_um^2 float64 0 1.04k	Mean_intensity_levels_of_psd_a.u float64 0 0	Mean_intensity_levels_of_syn_a.u float64 0 0	soma_count_estimated_by_most_common_size float64 1.27 1.36k	chosen_soma_count float64 1.27 1.36k	primary_process_per_soma int64 0 0	avg_dist_coloc_on_process_um float64 0 0.85	coloc_count_per_100um_process float64 0 0.5	psd_coloc_on_process_percentage float64 0 13.4	syn_coloc_on_process_percentage float64 0 66.7	psd_avg_children float64 0 1.13	syn_avg_children float64 0 1.1	avg_coloc_area_on_process_um^2 float64 0 2	junctions_per_soma float64 1.02 212	junctions_per_100um_process float64 0.17 1.13	process_length_per_soma_count_um float64 308 32.1k	process_length_per_soma_area_um/um^2 float64 1.81 221	process_area_per_soma_count_um^2 float64 422 40.9k	process_area_to_soma_area_ratio float64 2.48 269	avg_process_width_um float64 1.13 1.77	avg_soma_area_um^2 float64 100 470	spines_per_100um_process float64 0.25 2.04	avg_spine_area_um^2 float64 3.42 5.79	avg_spine_length_um int64 0 0	psd_count_per_100um_process float64 0.08 10.4	avg_psd_area_on_process_um^2 float64 0.38 0.62	psd_area_on_soma_percentage int64 0 0	syn_count_per_100um_process float64 0 5.28	avg_syn_area_on_process_um^2 float64 0.24 0.79	syn_area_on_soma_percentage int64 0 0	embedding stringlengths 201 224	n_tiles int64 21 144	min_tenengrad int64 80 142	min_process_length float64 400 10.2k	max_process_length float64 1.84k 14.9k	veh_set int64 -1 3	scaler_fit_set int64 0 3	split stringclasses 3 values	label float64 0 1
nd89	1	67	g9	bdnf100	-1	7	1,395.670087	21,637.126	26,784.794883	280	0	1,389.081743	155	0	0	1,811	908.956174	585	305.769751	43	30.118144	43	42	0.393361	0.235298	2.941225	0	0	6.343955	6.343955	0	0.393361	0.198732	2.374379	7.179487	1	1.02381	0.700422	24.432708	0.716361	3,410.668298	15.503038	4,222.097277	19.191351	1.237909	220	1.294072	4.961006	0	8.369873	0.501908	0	2.703686	0.522683	0	5.61306 0.18086 7.55070 3.27850 5.21538 1.47045 -25.74984 5.71966 0.00000 3.80571 -0.18603 0.00000 6.28125 1.96674 0.00000 0.38581 -3.88853 0.00000 -4.12276 -0.26017 -0.09099 -0.93233 -0.83922 -2.03574 -0.17519	24	85	417.088	3,117.184	-1	1	test	1
nd89	1	67	g9	bdnf100	-1	8	1,624.967988	22,752.562	28,078.580936	289	0	1,488.25985	162	0	0	1,977	984.957428	633	331.417233	38	24.941588	38	37	0.372645	0.235298	2.941225	0	0	7.386218	7.386218	0	0.372645	0.167014	1.922104	5.845182	1	1.027027	0.656358	21.93274	0.712008	3,080.407538	14.001852	3,801.482769	17.279467	1.234084	220	1.270187	5.149688	0	8.689131	0.498208	0	2.782104	0.523566	0	4.73552 0.12501 6.43342 2.45143 4.28571 0.78293 -26.03569 5.71966 0.00000 3.58765 0.36536 0.00000 6.83253 1.79766 0.00000 0.46397 -3.80386 0.00000 -4.46389 -1.22389 -0.35498 -1.17544 -1.77616 -2.03574 0.07086	25	85	417.088	3,117.184	-1	1	test	1

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