Article-cluster size (# of articles)
new weight
old weight
lower/upper
Articles count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00
0.00
0.55/0.00
2.00
0.00
0.00
167.00
1.00
0.00
All clustering variants
Old ranking - len = 2
5 ■ 0.99/0.01 ■ 2 ■ 2.2
Best clustering variants
5 0.99/0.01 2 2.2
Parameters [35, 0.99, 0.01, 2] average weight 2.2 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 35 clusters
Cluster# (35)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
11.08
15.30
0.00/0.34
2.00
1.77
0.89
274.00
4.50
2.25
1
0.00
3.35
0.87/0.00
3.00
0.38
0.13
373.00
21.00
180.67
3
0.00
3.08
0.38/0.00
2.00
0.35
0.17
305.00
20.50
110.25
7
0.00
1.32
0.46/0.00
2.00
0.18
0.09
142.00
22.00
64.00
0
0.00
3.50
0.35/0.00
2.00
0.40
0.20
304.00
28.00
100.00
4
0.00
5.09
0.25/0.00
2.00
0.59
0.30
273.00
27.00
1.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
33.00
2.00
0.00
29
0.00
0.00
0.00/0.00
1.00
0.00
0.00
123.00
4.00
0.00
30
0.00
0.00
0.00/0.00
1.00
0.00
0.00
107.00
5.00
0.00
32
0.00
0.00
0.00/0.00
1.00
0.00
0.00
115.00
7.00
0.00
25
0.00
0.00
0.00/0.00
1.00
0.00
0.00
191.00
8.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
35.00
9.00
0.00
26
0.00
0.00
0.00/0.00
1.00
0.00
0.00
176.00
13.00
0.00
28
0.00
0.00
0.00/0.00
1.00
0.00
0.00
178.00
15.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
23.00
16.00
0.00
33
0.00
0.00
0.00/0.00
1.00
0.00
0.00
22.00
17.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
58.00
19.00
0.00
34
0.00
0.00
0.00/0.00
1.00
0.00
0.00
84.00
20.00
0.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
21.00
21.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
21.00
22.00
0.00
31
0.00
0.00
0.00/0.00
1.00
0.00
0.00
34.00
23.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
23.00
24.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
160.00
25.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
88.00
27.00
0.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
82.00
29.00
0.00
27
0.00
0.00
0.00/0.00
1.00
0.00
0.00
55.00
32.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
73.00
33.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
56.00
34.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
67.00
35.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
62.00
36.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
46.00
37.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
56.00
39.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
29.00
41.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
61.00
42.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
6.00
43.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.34
11.08
15.30
2.00
1.77
0.89
274.00
4.50
2.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.89 | 12.28 | 1.00 | 26-09-02 08:42 | 3 | 3 | Мајсторите што навистина си ја знаат работата се сè помалку, работа не им недостига, а заработката кај дел од нив.
0.89 | 12.28 | 1.00 | 26-09-02 08:42 | 6 | 4 | Мајсторите што навистина си ја знаат работата се сè помалку, работа не им недостига, а зар...дамна ја надмина просечната македонска плата.
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.87/0.00
0.00
3.35
3.00
0.38
0.13
373.00
21.00
180.67
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.38/0.00
0.00
3.08
2.00
0.35
0.17
305.00
20.50
110.25
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
7
0.46/0.00
0.00
1.32
2.00
0.18
0.09
142.00
22.00
64.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.35/0.00
0.00
3.50
2.00
0.40
0.20
304.00
28.00
100.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.25/0.00
0.00
5.09
2.00
0.59
0.30
273.00
27.00
1.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
23
0.00/0.00
0.00
0.00
1.00
0.00
0.00
33.00
2.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
29
0.00/0.00
0.00
0.00
1.00
0.00
0.00
123.00
4.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
30
0.00/0.00
0.00
0.00
1.00
0.00
0.00
107.00
5.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
32
0.00/0.00
0.00
0.00
1.00
0.00
0.00
115.00
7.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
25
0.00/0.00
0.00
0.00
1.00
0.00
0.00
191.00
8.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
21
0.00/0.00
0.00
0.00
1.00
0.00
0.00
35.00
9.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
26
0.00/0.00
0.00
0.00
1.00
0.00
0.00
176.00
13.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
28
0.00/0.00
0.00
0.00
1.00
0.00
0.00
178.00
15.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
18
0.00/0.00
0.00
0.00
1.00
0.00
0.00
23.00
16.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
33
0.00/0.00
0.00
0.00
1.00
0.00
0.00
22.00
17.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
12
0.00/0.00
0.00
0.00
1.00
0.00
0.00
58.00
19.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
34
0.00/0.00
0.00
0.00
1.00
0.00
0.00
84.00
20.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
24
0.00/0.00
0.00
0.00
1.00
0.00
0.00
21.00
21.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
11
0.00/0.00
0.00
0.00
1.00
0.00
0.00
21.00
22.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
31
0.00/0.00
0.00
0.00
1.00
0.00
0.00
34.00
23.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
20
0.00/0.00
0.00
0.00
1.00
0.00
0.00
23.00
24.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
17
0.00/0.00
0.00
0.00
1.00
0.00
0.00
160.00
25.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
22
0.00/0.00
0.00
0.00
1.00
0.00
0.00
88.00
27.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
19
0.00/0.00
0.00
0.00
1.00
0.00
0.00
82.00
29.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
27
0.00/0.00
0.00
0.00
1.00
0.00
0.00
55.00
32.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
14
0.00/0.00
0.00
0.00
1.00
0.00
0.00
73.00
33.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
8
0.00/0.00
0.00
0.00
1.00
0.00
0.00
56.00
34.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
10
0.00/0.00
0.00
0.00
1.00
0.00
0.00
67.00
35.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
9
0.00/0.00
0.00
0.00
1.00
0.00
0.00
62.00
36.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
15
0.00/0.00
0.00
0.00
1.00
0.00
0.00
46.00
37.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.00
0.00
0.00
1.00
0.00
0.00
56.00
39.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
16
0.00/0.00
0.00
0.00
1.00
0.00
0.00
29.00
41.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
13
0.00/0.00
0.00
0.00
1.00
0.00
0.00
61.00
42.00
0.00
Sentence-cluster ID (count= 35)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.00/0.00
0.00
0.00
1.00
0.00
0.00
6.00
43.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-09-02 08:42 | 43 | 41 | Б.З.М.
OLD: TF-IDF K-Means (k=5) — 5 clusters
Cluster# (5)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.00
4.74
14.78/0.00
31.00
1.90
0.06
2664.00
21.71
155.50
1
0.00
5.28
1.09/0.00
4.00
0.71
0.18
286.00
19.25
78.19
2
0.00
6.32
1.03/0.00
4.00
0.76
0.19
446.00
26.25
131.69
4
0.00
2.98
0.36/0.00
2.00
0.39
0.19
162.00
26.00
64.00
0
0.00
0.00
0.00/0.00
1.00
0.20
0.20
198.00
38.00
0.00
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
14.78/0.00
0.00
4.74
31.00
1.90
0.06
2664.00
21.71
155.50
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.29 | 4.01 | 30.00 | 26-09-02 08:42 | 28 | 26 | „Причината за поскапување на услугата е поскапување на трошоците за репроматеријали и трош... бизнис“, посочуваат од занаетчискиот сектор.
0.24 | 3.44 | 30.00 | 26-09-02 08:42 | 15 | 13 | На почетокот на годинава за мајстор пекар во Скопје се посочуваше месечна плата од околу 7...ите примања тешко наоѓаат квалификувани луѓе.
0.18 | 2.51 | 30.00 | 26-09-02 08:42 | 7 | 5 | Според најновите официјални податоци, просечната нето плата во Македонија во јуни годинава изнесувала 48.381 денар.
0.16 | 2.11 | 30.00 | 26-09-02 08:42 | 3 | 3 | Мајсторите што навистина си ја знаат работата се сè помалку, работа не им недостига, а заработката кај дел од нив.
0.16 | 2.11 | 30.00 | 26-09-02 08:42 | 26 | 24 | Од занаетчискиот сектор посочуваат дека поскапувањето на услугите не доаѓа само поради недостигот од работници.
0.12 | 1.68 | 30.00 | 26-09-02 08:42 | 4 | 1 | Да најдете добар водоводџија во Скопје кога ќе пукне цевка понекогаш е потешко отколку да најдете слободен термин во банка.
0.12 | 1.31 | 30.00 | 26-09-02 08:42 | 14 | 12 | Кај други дефицитарни професии сумите одат и повисоко.
0.12 | 1.31 | 30.00 | 26-09-02 08:42 | 37 | 35 | И набргу распоредот е полн со недели однапред.
0.11 | 1.22 | 30.00 | 26-09-02 08:42 | 32 | 30 | Ако не плати повеќе, работникот ќе најде друг ангажман.
0.11 | 1.22 | 30.00 | 26-09-02 08:42 | 39 | 37 | За граѓаните тоа значи поскапи поправки и повеќе чекање.
0.10 | 1.13 | 30.00 | 26-09-02 08:42 | 19 | 17 | Во исто време, помалку млади се одлучуваат да учат занает.
0.10 | 1.13 | 30.00 | 26-09-02 08:42 | 42 | 40 | Ама кога ќе протече цевката, се бара бројот од водоводџијата.
0.08 | 1.03 | 30.00 | 26-09-02 08:42 | 20 | 18 | Таа празнина денес најдобро ја чувствува секој што почнал да реновира стан или куќа.
0.08 | 1.03 | 30.00 | 26-09-02 08:42 | 29 | 27 | Економистите ваквата состојба ја објаснуваат преку најобичното правило на пазарот.
0.07 | 0.92 | 30.00 | 26-09-02 08:42 | 27 | 25 | Поскапеа материјалите, алатот, транспортот и другите трошоци што ги има еден занаетчија.
0.07 | 0.92 | 30.00 | 26-09-02 08:42 | 31 | 29 | Работодавецот што итно му треба добар заварувач, електричар или инсталатер нема голем простор за избор.
0.07 | 0.89 | 30.00 | 26-09-02 08:42 | 30 | 28 | Кога некоја професија е дефицитарна, а побарувачката е голема, расте и цената на трудот.
0.06 | 0.84 | 30.00 | 26-09-02 08:42 | 5 | 2 | Телефоните ѕвонат, распоредите се полни, а реченицата „ќе можам следната недела“ веќе никого не изненадува.
0.04 | 0.54 | 30.00 | 26-09-02 08:42 | 25 | 23 | Луѓе ме бараат секој ден, а реално можам да бидам само на едно место“, вели искусен водоин...практика, опишувајќи колкава е побарувачката.
0.03 | 0.48 | 30.00 | 26-09-02 08:42 | 6 | 4 | Мајсторите што навистина си ја знаат работата се сè помалку, работа не им недостига, а зар...дамна ја надмина просечната македонска плата.
0.03 | 0.47 | 30.00 | 26-09-02 08:42 | 8 | 6 | Анкетите за платите, пак, покажуваат дека просечната нето заработка во категоријата менаџм... меѓу различните раководни позиции се големи.
0.17 | 0.47 | 30.00 | 26-09-02 08:42 | 10 | 8 | Искусен електричар, водоинсталатер, плочкар, гипсар, заварувач или друг добар занаетчија д...ма полн распоред со клиенти, и да ја надмине.
0.00 | 0.00 | 1.00 | 26-09-01 20:20 | 2 | 0 | Еден шраф изваден, три олабавени.
0.00 | 0.00 | 30.00 | 26-09-02 08:42 | 9 | 7 | Токму тука почнува интересниот дел.
0.00 | 0.00 | 30.00 | 26-09-02 08:42 | 16 | 14 | Причината е едноставна.
0.00 | 0.00 | 30.00 | 26-09-02 08:42 | 22 | 20 | Потоа се бара термин.
0.00 | 0.00 | 30.00 | 26-09-02 08:42 | 23 | 21 | Дури потоа се разговара за цената.
0.00 | 0.00 | 30.00 | 26-09-02 08:42 | 24 | 22 | „Не можам да постигнам.
0.00 | 0.00 | 30.00 | 26-09-02 08:42 | 36 | 34 | Еден добро завршен стан носи втор клиент, па трет, па четврти.
0.00 | 0.00 | 30.00 | 26-09-02 08:42 | 41 | 39 | Дипломата можеби виси на ѕид.
0.00 | 0.00 | 30.00 | 26-09-02 08:42 | 43 | 41 | Б.З.М.
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
1.09/0.00
0.00
5.28
4.00
0.71
0.18
286.00
19.25
78.19
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
1.03/0.00
0.00
6.32
4.00
0.76
0.19
446.00
26.25
131.69
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.36/0.00
0.00
2.98
2.00
0.39
0.19
162.00
26.00
64.00
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.00/0.00
0.00
0.00
1.00
0.20
0.20
198.00
38.00
0.00