O corpus foi curado de modo a garantir um bom alinhamento com o português usado em Portugal, minimizar as contaminações de outras variantes da língua ou traduções automáticas de baixa qualidade.

A principal inovação dos datasets da série bagaco, consiste na classificação prévia do texto com um score pt-pt, e extrair apenas os documentos que atingem o limiar que garante um score pt-pt superior a 0.90.

Esta versão está segmentada por níveis de qualidade. Este formato apresenta uma ligeira vantagem para a constituição de datasets de pré-treino (com ramping) adaptados ao modelo a treinar.

edu	pt-pt	docs	chars	words	tokens
5	0.8933	128,498	598,609,752	96,096,649	238,260,341
4	0.8958	2,574,687	19,598,337,214	3,165,154,084	7,615,216,866
3	0.9040	5,811,431	39,792,992,065	6,343,431,560	15,318,959,412
2	0.9290	13,738,836	53,091,805,170	8,557,967,628	20,418,537,041
1	0.9390	31,443,575	73,734,288,823	11,826,372,987	28,333,323,154
0	0.9184	44,850,283	120,304,072,247	19,438,743,284	-
Total	-	98,547,310	307,120,105,271	49,427,766,192	71,924,296,814*

EDU-5 Quick Metrics

Metric	Value
Total Documents	128,498
Total Characters	598,609,752
Total Words	96,096,649

EDU-5 Document Length Statistics

Statistic	Characters	Words
Min	31.00	1.00
P05	564.00	92.00
P25 (Q1)	1,088.00	182.00
Mediana (Q2)	2,028.00	338.00
Média	4,658.51	747.85
P75 (Q3)	3,984.00	659.00
P95	14,085.00	2,266.00
Max	1,004,740.00	152,730.00

EDU-5 Scores Distribution

Statistic	pt-pt Score	Educational Score
Min	0.7000	5.0
P05	0.7300	5.0
P25 (Q1)	0.8314	5.0
Mediana (Q2)	0.9146	5.0
Média	0.8933	5.0
P75 (Q3)	0.9660	5.0
P95	0.9951	5.0
Max	1.0000	5.0

EDU-5 Character Distribution Histogram

Character Range	Document Count	Percentage
0 - 100	836	0.651%
100 - 250	273	0.212%
250 - 500	3,622	2.819%
500 - 750	8,709	6.778%
750 - 1,000	14,072	10.951%
1,000 - 1,500	20,869	16.241%
1,500 - 2,000	15,083	11.738%
2,000 - 3,000	20,485	15.942%
3,000 - 5,000	20,282	15.784%
5,000 - 7,500	10,115	7.872%
7,500 - 10,000	4,448	3.462%
10,000 - 15,000	3,707	2.885%
15,000 - 20,000	1,441	1.121%
20,000 - 30,000	1,109	0.863%
30,000 - 50,000	2,293	1.784%
50,000 - 75,000	609	0.474%
75,000 - 100,000	229	0.178%
100,000 - 150,000	158	0.123%
150,000 - 250,000	97	0.075%
250,000 - 500,000	47	0.037%
500,000 - 1,000,000	13	0.010%
1,000,000 - ∞	1	0.001%

EDU-4 Quick Metrics

Metric	Value
Total Documents	2,574,687
Total Characters	19,598,337,214
Total Words	3,165,154,084

EDU-4 Document Length Statistics

Statistic	Characters	Words
Min	31.00	1.00
P05	529.00	88.00
P25 (Q1)	1,617.00	265.00
Mediana (Q2)	3,143.00	515.00
Média	7,611.93	1,229.34
P75 (Q3)	6,346.00	1,040.00
P95	24,376.00	3,998.00
Max	14,201,718.00	2,116,470.00

EDU-4 Scores Distribution

Statistic	pt-pt Score	Educational Score
Min	0.7000	4.0
P05	0.7303	4.0
P25 (Q1)	0.8389	4.0
Mediana (Q2)	0.9191	4.0
Média	0.8958	4.0
P75 (Q3)	0.9655	4.0
P95	0.9930	4.0
Max	1.0000	4.0

EDU-4 Character Distribution Histogram

Character Range	Document Count	Percentage
0 - 100	1,069	0.042%
100 - 250	15,319	0.595%
250 - 500	96,145	3.734%
500 - 750	123,919	4.813%
750 - 1,000	104,555	4.061%
1,000 - 1,500	244,971	9.515%
1,500 - 2,000	245,301	9.527%
2,000 - 3,000	406,897	15.804%
3,000 - 5,000	503,887	19.571%
5,000 - 7,500	300,964	11.689%
7,500 - 10,000	153,248	5.952%
10,000 - 15,000	145,254	5.642%
15,000 - 20,000	69,151	2.686%
20,000 - 30,000	64,588	2.509%
30,000 - 50,000	54,833	2.130%
50,000 - 75,000	22,207	0.863%
75,000 - 100,000	9,010	0.350%
100,000 - 150,000	5,836	0.227%
150,000 - 250,000	3,592	0.140%
250,000 - 500,000	2,394	0.093%
500,000 - 1,000,000	1,061	0.041%
1,000,000 - ∞	486	0.019%

EDU-3 Quick Metrics

Metric	Value
Total Documents	5,811,431
Total Characters	39,792,992,065
Total Words	6,343,431,560

EDU-3 Document Length Statistics

Statistic	Characters	Words
Min	31.00	1.00
P05	523.00	85.00
P25 (Q1)	1,459.00	236.00
Mediana (Q2)	2,861.00	463.00
Média	6,847.37	1,091.54
P75 (Q3)	5,653.00	915.00
P95	21,537.00	3,486.00
Max	33,537,348.00	3,552,909.00

EDU-3 Scores Distribution

Statistic	pt-pt Score	Educational Score
Min	0.7000	3.0
P05	0.7338	3.0
P25 (Q1)	0.8518	3.0
Mediana (Q2)	0.9298	3.0
Média	0.9040	3.0
P75 (Q3)	0.9719	3.0
P95	0.9950	3.0
Max	1.0000	3.0

EDU-3 Character Distribution Histogram

Character Range	Document Count	Percentage
0 - 100	2,669	0.046%
100 - 250	23,543	0.405%
250 - 500	230,932	3.974%
500 - 750	359,819	6.192%
750 - 1,000	307,587	5.293%
1,000 - 1,500	571,829	9.840%
1,500 - 2,000	583,038	10.033%
2,000 - 3,000	937,760	16.136%
3,000 - 5,000	1,123,022	19.324%
5,000 - 7,500	637,425	10.968%
7,500 - 10,000	307,702	5.295%
10,000 - 15,000	280,770	4.831%
15,000 - 20,000	128,480	2.211%
20,000 - 30,000	120,050	2.066%
30,000 - 50,000	103,042	1.773%
50,000 - 75,000	46,939	0.808%
75,000 - 100,000	18,125	0.312%
100,000 - 150,000	12,493	0.215%
150,000 - 250,000	8,290	0.143%
250,000 - 500,000	5,425	0.093%
500,000 - 1,000,000	1,806	0.031%
1,000,000 - ∞	685	0.012%

EDU-2 Quick Metrics

Metric	Value
Total Documents	13,738,836
Total Characters	53,091,805,170
Total Words	8,557,967,628

EDU-2 Document Length Statistics

Statistic	Characters	Words
Min	31.00	1.00
P05	478.00	78.00
P25 (Q1)	1,091.00	176.00
Mediana (Q2)	2,065.00	333.00
Média	3,864.36	622.90
P75 (Q3)	3,788.00	613.00
P95	11,269.00	1,836.00
Max	12,239,987.00	975,863.00

EDU-2 Scores Distribution

Statistic	pt-pt Score	Educational Score
Min	0.7000	2.0
P05	0.7602	2.0
P25 (Q1)	0.8977	2.0
Mediana (Q2)	0.9567	2.0
Média	0.9290	2.0
P75 (Q3)	0.9844	2.0
P95	0.9976	2.0
Max	1.0000	2.0

Nota: Valores inválidos encontrados para pt-pt: 0.

EDU-2 Character Distribution Histogram

Character Range	Document Count	Percentage
0 - 100	29,490	0.215%
100 - 250	89,609	0.652%
250 - 500	640,957	4.665%
500 - 750	1,181,887	8.603%
750 - 1,000	1,120,481	8.156%
1,000 - 1,500	1,876,581	13.659%
1,500 - 2,000	1,728,997	12.585%
2,000 - 3,000	2,429,049	17.680%
3,000 - 5,000	2,330,646	16.964%
5,000 - 7,500	1,049,962	7.642%
7,500 - 10,000	441,040	3.210%
10,000 - 15,000	367,513	2.675%
15,000 - 20,000	153,703	1.119%
20,000 - 30,000	134,870	0.982%
30,000 - 50,000	97,028	0.706%
50,000 - 75,000	37,550	0.273%
75,000 - 100,000	13,310	0.097%
100,000 - 150,000	8,528	0.062%
150,000 - 250,000	4,712	0.034%
250,000 - 500,000	2,230	0.016%
500,000 - 1,000,000	524	0.004%
1,000,000 - ∞	169	0.001%

EDU-1 Quick Metrics

Metric	Value
Total Documents	31,443,575
Total Characters	73,734,288,823
Total Words	11,826,372,987

EDU-1 Document Length Statistics

Statistic	Characters	Words
Min	10.00	1.00
P05	267.00	43.00
P25 (Q1)	680.00	110.00
Mediana (Q2)	1,334.00	215.00
Média	2,344.97	376.11
P75 (Q3)	2,497.00	402.00
P95	6,673.00	1,078.00
Max	5,514,848.00	883,850.00

EDU-1 Scores Distribution

Statistic	pt-pt Score	Educational Score
Min	0.7000	1.0
P05	0.7613	1.0
P25 (Q1)	0.9136	1.0
Mediana (Q2)	0.9717	1.0
Média	0.9390	1.0
P75 (Q3)	0.9925	1.0
P95	0.9993	1.0
Max	1.0000	1.0

Nota: Valores inválidos encontrados para pt-pt: 0.

EDU-1 Character Distribution Histogram

Character Range	Document Count	Percentage
0 - 100	313,270	0.996%
100 - 250	1,073,390	3.414%
250 - 500	3,630,972	11.548%
500 - 750	3,873,890	12.320%
750 - 1,000	3,256,992	10.358%
1,000 - 1,500	5,103,312	16.230%
1,500 - 2,000	3,716,493	11.820%
2,000 - 3,000	4,463,314	14.195%
3,000 - 5,000	3,425,383	10.894%
5,000 - 7,500	1,314,804	4.181%
7,500 - 10,000	535,760	1.704%
10,000 - 15,000	371,490	1.181%
15,000 - 20,000	134,552	0.428%
20,000 - 30,000	103,533	0.329%
30,000 - 50,000	73,369	0.233%
50,000 - 75,000	26,747	0.085%
75,000 - 100,000	10,373	0.033%
100,000 - 150,000	8,330	0.026%
150,000 - 250,000	4,871	0.015%
250,000 - 500,000	2,118	0.007%
500,000 - 1,000,000	459	0.001%
1,000,000 - ∞	153	0.000%

EDU-0 Quick Metrics

Metric	Value
Total Documents	44,850,283
Total Characters	120,304,072,247
Total Words	19,438,743,284

EDU-0 Document Length Statistics

Statistic	Characters	Words
Min	0.00	0.00
P05	219.00	36.00
P25 (Q1)	658.00	107.00
Mediana (Q2)	1,345.00	219.00
Média	2,682.35	433.41
P75 (Q3)	2,708.00	442.00
P95	8,276.00	1,348.00
Max	64,123,869.00	10,449,524.00

EDU-0 Scores Distribution

Statistic	pt-pt Score	Educational Score
Min	0.7000	0.0
P05	0.7358	0.0
P25 (Q1)	0.8660	0.0
Mediana (Q2)	0.9544	0.0
Média	0.9184	0.0
P75 (Q3)	0.9884	0.0
P95	0.9992	0.0
Max	1.0000	0.0

Nota: Valores inválidos encontrados para pt-pt: 0.

EDU-0 Character Distribution Histogram

Character Range	Document Count	Percentage
0 - 100	935,126	2.085%
100 - 250	1,821,867	4.062%
250 - 500	5,287,948	11.790%
500 - 750	4,863,896	10.845%
750 - 1,000	4,387,087	9.782%
1,000 - 1,500	7,112,224	15.858%
1,500 - 2,000	4,879,368	10.879%
2,000 - 3,000	5,591,134	12.466%
3,000 - 5,000	4,775,272	10.647%
5,000 - 7,500	2,515,819	5.609%
7,500 - 10,000	103,6249	2.310%
10,000 - 15,000	756,058	1.686%
15,000 - 20,000	361,754	0.807%
20,000 - 30,000	296,332	0.661%
30,000 - 50,000	136,139	0.304%
50,000 - 75,000	51,454	0.115%
75,000 - 100,000	17,342	0.039%
100,000 - 150,000	13,494	0.030%
150,000 - 250,000	7,155	0.016%
250,000 - 500,000	3,206	0.007%
500,000 - 1,000,000	943	0.002%
1,000,000 - ∞	416	0.001%

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