Spaces:
Sleeping
Sleeping
Upload 13 files
Browse files- .gitattributes +3 -0
- src/lda_output/coherence_scores.csv +9 -0
- src/lda_output/corpus.mm +0 -0
- src/lda_output/corpus.mm.index +0 -0
- src/lda_output/document_topics.csv +0 -0
- src/lda_output/id2word.dictionary +3 -0
- src/lda_output/lda_model +0 -0
- src/lda_output/lda_model.expElogbeta.npy +3 -0
- src/lda_output/lda_model.id2word +3 -0
- src/lda_output/lda_model.state +3 -0
- src/lda_output/preprocessed_data.csv +0 -0
- src/lda_output/topic_distribution.csv +7 -0
- src/lda_output/topic_distribution.png +0 -0
- src/lda_output/topics_keywords.csv +7 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
src/lda_output/id2word.dictionary filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
src/lda_output/lda_model.id2word filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
src/lda_output/lda_model.state filter=lfs diff=lfs merge=lfs -text
|
src/lda_output/coherence_scores.csv
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
num_topics,coherence_score
|
| 2 |
+
2,0.3972834521649986
|
| 3 |
+
3,0.40967742332584073
|
| 4 |
+
4,0.40009865023769353
|
| 5 |
+
5,0.39650914044320845
|
| 6 |
+
6,0.4150984997045673
|
| 7 |
+
7,0.4038316463775486
|
| 8 |
+
8,0.4011928850329958
|
| 9 |
+
9,0.4100603754433484
|
src/lda_output/corpus.mm
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
src/lda_output/corpus.mm.index
ADDED
|
Binary file (15.7 kB). View file
|
|
|
src/lda_output/document_topics.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
src/lda_output/id2word.dictionary
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0be13591dbe854a8509bc51d8f06297d30982c1f493598075ec84d52190eccb4
|
| 3 |
+
size 100899
|
src/lda_output/lda_model
ADDED
|
Binary file (22 kB). View file
|
|
|
src/lda_output/lda_model.expElogbeta.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4c12d975cda5c40893284d50512291b5af0e8d6bf1bbe91e9b1a241d5941308
|
| 3 |
+
size 108152
|
src/lda_output/lda_model.id2word
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:967ac7f7cb7024819590193a38954cb2e50d81f323fb817e94993a4968a682b4
|
| 3 |
+
size 135923
|
src/lda_output/lda_model.state
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e72a632fc1dc3e9dd4d51bcfbddd697812ce847639b36ca70b7efe2a4c3fe39a
|
| 3 |
+
size 126718
|
src/lda_output/preprocessed_data.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
src/lda_output/topic_distribution.csv
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Topic_Num,Count
|
| 2 |
+
3,857
|
| 3 |
+
2,658
|
| 4 |
+
4,599
|
| 5 |
+
1,537
|
| 6 |
+
5,483
|
| 7 |
+
0,478
|
src/lda_output/topic_distribution.png
ADDED
|
src/lda_output/topics_keywords.csv
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
topic_id,keywords
|
| 2 |
+
0,"0.022*""poco"" + 0.020*""ultra"" + 0.016*""iqoo"" + 0.015*""harga"" + 0.013*""juta"" + 0.013*""beli"" + 0.010*""kamera"" + 0.009*""iphone"" + 0.008*""samsung"" + 0.008*""tunggu"""
|
| 3 |
+
1,"0.040*""iqoo"" + 0.025*""mending"" + 0.023*"""" + 0.017*""poco"" + 0.014*""harga"" + 0.010*""infinix"" + 0.010*""mahal"" + 0.008*""kamera"" + 0.008*""beli"" + 0.007*""salam"""
|
| 4 |
+
2,"0.057*""pro"" + 0.052*""poco"" + 0.034*""beli"" + 0.029*""nonton"" + 0.018*""tim"" + 0.016*""doang"" + 0.015*""review"" + 0.013*""pake"" + 0.012*""ultra"" + 0.008*""alhamdulillah"""
|
| 5 |
+
3,"0.095*""iklan"" + 0.027*""xiaomi"" + 0.024*""harga"" + 0.019*""beli"" + 0.017*""poco"" + 0.014*""juta"" + 0.012*""mending"" + 0.008*""pake"" + 0.008*""komen"" + 0.008*""pro"""
|
| 6 |
+
4,"0.047*""poco"" + 0.034*""iklan"" + 0.028*""kamera"" + 0.020*""harga"" + 0.014*""flagship"" + 0.012*""xiaomi"" + 0.011*""bagus"" + 0.009*""nggak"" + 0.009*""ultra"" + 0.008*""juta"""
|
| 7 |
+
5,"0.024*""beli"" + 0.023*""api"" + 0.023*""kopi"" + 0.023*""kapal"" + 0.021*""review"" + 0.018*""david"" + 0.016*""game"" + 0.010*""coba"" + 0.009*""gua"" + 0.009*""langsung"""
|