Scenarios

Scenario correlations

Pearson, Spearman and least-squares fits at several minimum-tweet thresholds (computed with scipy).

All tablesscenario_correlations19 rows

page 1 of 1 CSV

Scenario correlations, page 1 of 1
scenarioTEXT	unitTEXT	x_metricTEXT	y_metricTEXT	weight_metricTEXT	min_tweetsINTEGER	nINTEGER	pearson_rREAL	pearson_pREAL	spearman_rhoREAL	spearman_pREAL	slopeREAL	interceptREAL	r2REAL
income	sa2	median_aud	avg_income	tweets_income	1	167	0.13830946	0.074667012	0.10174951	0.19073232	0.000028786373	4.9772465	0.019129507
income	sa2	median_aud	avg_all	tweets_all	1	279	0.10517417	0.079475937	0.099232652	0.098095874	0.000014755496	5.1011617	0.011061606
crime	lga	total	avg_crime	tweets_crime	1	49	0.31191126	0.029126876	0.26883125	0.061791927	0.00015238944	3.2495853	0.097288636
crime	lga	total	avg_all	tweets_all	1	71	0.25773849	0.0300068	0.2582495	0.029670985	0.000025130221	5.6652317	0.066429129
income	sa2	median_aud	avg_income	tweets_income	5	85	0.1672627	0.12600338	0.17638293	0.10635829	0.000024943312	4.9393495	0.027976811
income	sa2	median_aud	avg_all	tweets_all	5	229	0.20959722	0.0014230649	0.18812505	0.0042790624	0.00001985493	4.8546276	0.043930993
crime	lga	total	avg_crime	tweets_crime	5	28	-0.0072640054	0.97073582	0.049315098	0.80320216	-0.0000023678381	3.6737023	0.000052765774
crime	lga	total	avg_all	tweets_all	5	70	0.25006126	0.03681717	0.24412562	0.041684933	0.000024015851	5.6621859	0.062530634
income	sa2	median_aud	avg_income	tweets_income	10	69	0.081040694	0.50799267	0.086986308	0.47726335	0.0000099596974	5.5468321	0.0065675942
income	sa2	median_aud	avg_all	tweets_all	10	201	0.22476397	0.0013373106	0.22393242	0.0013950607	0.000017127047	4.9558997	0.050518843
crime	lga	total	avg_crime	tweets_crime	10	17	0.1404833	0.590724	-0.034313725	0.89598081	0.000034411737	3.7927542	0.019735558
crime	lga	total	avg_all	tweets_all	10	68	0.26238278	0.030650838	0.22403329	0.066269601	0.000023483266	5.6417634	0.068844724
income	sa2	median_aud	avg_income	tweets_income	30	33	-0.001508618	0.99335196	0.0026737968	0.98821763	-1.1116529e-7	5.912672	0.0000022759282
income	sa2	median_aud	avg_all	tweets_all	30	147	0.19686409	0.01685249	0.19746389	0.016514666	0.000012526174	5.1405732	0.03875547
crime	lga	total	avg_all	tweets_all	30	65	0.19264165	0.12418783	0.16053322	0.20144312	0.000016794784	5.6484881	0.037110805
crime	sal	log10_tweets	avg_raw	tweet_count	1	102	-0.048054294	0.63149733	-0.0050164472	0.96009088	-0.15345588	3.9118519	0.0023092152
crime	sal	log10_tweets	avg_raw	tweet_count	5	37	0.057564178	0.73505271	0.099232441	0.55899472	0.10886796	3.6664978	0.0033136345
crime	sal	log10_tweets	avg_raw	tweet_count	10	23	-0.090926692	0.67989412	-0.1962765	0.36940362	-0.12232905	4.1307964	0.0082676634
crime	sal	log10_tweets	avg_raw	tweet_count	30	3	-0.81334567	0.39528764	-0.5	0.66666667	-0.41634503	5.1086483	0.66153118