Hugging Face's logo

heyitskim1912
/
TopicModelling

Text Classification
BERTopic
Model card Files
xet
Community
heyitskim1912 commited on
Commit
1314de6
·
1 Parent(s): 784757e

Add BERTopic model

Browse files
Files changed (4) hide show
  1. README.md +103 -0
  2. config.json +14 -0
  3. topic_embeddings.safetensors +3 -0
  4. topics.json +3661 -0
README.md ADDED
@@ -0,0 +1,103 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ ---
3
+ tags:
4
+ - bertopic
5
+ library_name: bertopic
6
+ pipeline_tag: text-classification
7
+ ---
8
+
9
+ # TopicModelling
10
+
11
+ This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
12
+ BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.
13
+
14
+ ## Usage
15
+
16
+ To use this model, please install BERTopic:
17
+
18
+ ```
19
+ pip install -U bertopic
20
+ ```
21
+
22
+ You can use the model as follows:
23
+
24
+ ```python
25
+ from bertopic import BERTopic
26
+ topic_model = BERTopic.load("heyitskim1912/TopicModelling")
27
+
28
+ topic_model.get_topic_info()
29
+ ```
30
+
31
+ ## Topic overview
32
+
33
+ * Number of topics: 36
34
+ * Number of training documents: 1845
35
+
36
+ <details>
37
+ <summary>Click here for an overview of all topics.</summary>
38
+
39
+ | Topic ID | Topic Keywords | Topic Frequency | Label |
40
+ |----------|----------------|-----------------|-------|
41
+ | -1 | growth rate - immersive - subscriber - future - long term | 10 | Outliers |
42
+ | 0 | expense growth - quarter versus - operating margin - lower expected - headwind | 564 | Decreased Operating Income and Higher Expenses |
43
+ | 1 | going forward - pricing actions - weâ ve - latin america - subscriber base | 153 | Cost Drivers and Pricing Strategy |
44
+ | 2 | distributed computing - process automation - windows 11 - power platform - active users | 146 | Digital Transformation |
45
+ | 3 | strong prior - continued strength - benefiting - revenue increased - driven growth | 128 | Revenue Growth and Performance |
46
+ | 4 | revenue growth - growth cable - growth sequentially - operating results - increased versus | 123 | Operating Results and Revenue Performance |
47
+ | 5 | growth strategy - profitability - efficiencies - resilience - significant progress | 66 | Resilience and Growth Strategy in Challenging Times |
48
+ | 6 | innovate - diversify - expanding opportunity - leveraging - customization | 50 | Driving Growth through Innovation and Expansion |
49
+ | 7 | personalizing experiences - transformative - experiences make - unparalleled - human connection | 48 | Transforming Entertainment through Unparalleled Storytelling |
50
+ | 8 | growth continued - strong job - demand strong - revenue growth - momentum microsoft | 45 | Sustained Growth and Engagement in Gaming and Office Consumer |
51
+ | 9 | guidance provided - year 2022 - integration costs - reopening - based current | 31 | Forward-looking Statements and Cautionary Statements |
52
+ | 10 | unwavering - reinvention - human connection - strategic investments - leadership team | 29 | Commitment to Reinvention and Partner Support |
53
+ | 11 | disneyland paris - entire quarter - including shanghai - navigating - limited number | 27 | Impact of Pandemic on Disney Theme Parks |
54
+ | 12 | staffing issues - shutdowns china - quarter diluted - onset pandemic - impacting | 26 | Supply Chain Disruptions and Inflationary Costs during Omicron Variant |
55
+ | 13 | strong demand - really strong - growth driving - great content - opportunity market | 26 | Strong Demand and Increased Per Capita Spending |
56
+ | 14 | improvement cloud - increased slightly - improvements azure - margin businesses - revenue mix | 25 | Improved Gross Margin Percentage in Cloud Services |
57
+ | 15 | star wars - pixar - jungle cruise - franchises including - disney day | 25 | Upcoming Content Expansion and Exciting Releases |
58
+ | 16 | consistently strong - continued growth - strong revenue - strong quarter - stellar performance | 25 | Revenue Growth and Performance |
59
+ | 17 | optimize - believe prudent - singularly focused - enhancements - executing reinvention | 24 | Commitment to Reinvention and Partner Support |
60
+ | 18 | customer experience - consumer products - iced coffee - coffee innovation - selling iced | 24 | Digital Engagement |
61
+ | 19 | strong food - diverse customer - strategically manage - growth digital - marketing solutions | 21 | Audience Engagement |
62
+ | 20 | espn advertising - continue perform - entertainment titles - nba finals - general entertainment | 20 | Sports Broadcasting and Streaming Success |
63
+ | 21 | innovation driving - growth continued - drive healthy - advanced security - demand microsoft | 19 | Microsoft Windows Commercial Products and Cloud Services Growth |
64
+ | 22 | revenue growth - segment revenue - enterprise services - productivity business - personal computing | 18 | Microsoft Revenue Outlook by Business Segments |
65
+ | 23 | customizing - experience possible - connect enables - feel good - loyalty program | 18 | Digital Rewards and Enhanced Customer Experience |
66
+ | 24 | strong annuity - significant growth - strong execution - demand strong - increased commitment | 17 | Microsoft Windows Commercial Products and Cloud Services Growth |
67
+ | 25 | driven growth - rewards program - growth asia - new stores - business q4 | 17 | Expansion in China |
68
+ | 26 | million subscriptions - million subscribers - sales mix - paid subscribers - q1 results | 16 | Continuous Growth of Subscriptions and ESPN+ |
69
+ | 27 | intensify - remain stable - stronger expected - fy2022 - anticipated half | 14 | Continuous Growth of Subscriptions and ESPN+ |
70
+ | 28 | increased slightly - increased constant - income increased - increased 22 - margin dollars | 14 | Significant Growth in Operating Income and Expenses |
71
+ | 29 | resonating - windows 11 - disneyland paris - alluded - advertisers | 14 | Successful Launch of Disney+ Ad-Supported Subscription |
72
+ | 30 | growing demand - increase versus - support growing - simplifying - fiscal 2023 | 13 | Investment in Cloud Services to Meet Growing Demand |
73
+ | 31 | experiences make - accretive business - integrations teams - connect enables - metrics | 13 | Reinventing Retail Partner Experience for Growth |
74
+ | 32 | excellence innovation - strong momentum - innovation audience - storytelling excellence - leading benefits | 13 | Driving Performance and Innovation through Strategic Investments |
75
+ | 33 | metrics - non gaap - currency dollars - fiscal 2022 - constant currency | 12 | Currency-Based Outlook for Performance Forecasting |
76
+ | 34 | robust demand - strong performance - driven growth - growth global - revenue increased | 11 | Strong Revenue Growth in Channel Development |
77
+
78
+ </details>
79
+
80
+ ## Training hyperparameters
81
+
82
+ * calculate_probabilities: True
83
+ * language: None
84
+ * low_memory: False
85
+ * min_topic_size: 10
86
+ * n_gram_range: (1, 1)
87
+ * nr_topics: None
88
+ * seed_topic_list: None
89
+ * top_n_words: 10
90
+ * verbose: True
91
+
92
+ ## Framework versions
93
+
94
+ * Numpy: 1.22.4
95
+ * HDBSCAN: 0.8.29
96
+ * UMAP: 0.5.3
97
+ * Pandas: 1.5.3
98
+ * Scikit-Learn: 1.2.2
99
+ * Sentence-transformers: 2.2.2
100
+ * Transformers: 4.30.2
101
+ * Numba: 0.56.4
102
+ * Plotly: 5.13.1
103
+ * Python: 3.10.12
config.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "calculate_probabilities": true,
3
+ "language": null,
4
+ "low_memory": false,
5
+ "min_topic_size": 10,
6
+ "n_gram_range": [
7
+ 1,
8
+ 1
9
+ ],
10
+ "nr_topics": null,
11
+ "seed_topic_list": null,
12
+ "top_n_words": 10,
13
+ "verbose": true
14
+ }
topic_embeddings.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0620742ba5de2e9537268284ba8ec84218af9cb6d16654dea2c431e2ea4fadf4
3
+ size 110680
topics.json ADDED
@@ -0,0 +1,3661 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "topic_representations": {
3
+ "-1": [
4
+ [
5
+ "growth rate",
6
+ 0.5568469362729036
7
+ ],
8
+ [
9
+ "immersive",
10
+ 0.5540381839910448
11
+ ],
12
+ [
13
+ "subscriber",
14
+ 0.480895699825186
15
+ ],
16
+ [
17
+ "future",
18
+ 0.4744181318052843
19
+ ],
20
+ [
21
+ "long term",
22
+ 0.4584137206249508
23
+ ],
24
+ [
25
+ "demand starbucks",
26
+ 0.45381711543132475
27
+ ],
28
+ [
29
+ "bookings",
30
+ 0.4358401929911344
31
+ ],
32
+ [
33
+ "excluding certain",
34
+ 0.41243434404215157
35
+ ],
36
+ [
37
+ "covid",
38
+ 0.4001342294192447
39
+ ],
40
+ [
41
+ "certain items",
42
+ 0.3943205472989527
43
+ ]
44
+ ],
45
+ "0": [
46
+ [
47
+ "expense growth",
48
+ 0.5805935174298479
49
+ ],
50
+ [
51
+ "quarter versus",
52
+ 0.5233852958093338
53
+ ],
54
+ [
55
+ "operating margin",
56
+ 0.5092977063328151
57
+ ],
58
+ [
59
+ "lower expected",
60
+ 0.5079243967182389
61
+ ],
62
+ [
63
+ "headwind",
64
+ 0.5049163040977032
65
+ ],
66
+ [
67
+ "fourth quarter",
68
+ 0.4967153027328055
69
+ ],
70
+ [
71
+ "production costs",
72
+ 0.46360134441588274
73
+ ],
74
+ [
75
+ "income decreased",
76
+ 0.38611809883392356
77
+ ],
78
+ [
79
+ "prior year",
80
+ 0.3699894521130589
81
+ ],
82
+ [
83
+ "theatrical results",
84
+ 0.3631418744397179
85
+ ]
86
+ ],
87
+ "1": [
88
+ [
89
+ "going forward",
90
+ 0.6543251367605156
91
+ ],
92
+ [
93
+ "pricing actions",
94
+ 0.6493825832319504
95
+ ],
96
+ [
97
+ "we\u00e2 ve",
98
+ 0.6301811860149804
99
+ ],
100
+ [
101
+ "latin america",
102
+ 0.6181499279132425
103
+ ],
104
+ [
105
+ "subscriber base",
106
+ 0.6050959110314474
107
+ ],
108
+ [
109
+ "levers",
110
+ 0.5721057053651152
111
+ ],
112
+ [
113
+ "demand shift",
114
+ 0.5717488758553007
115
+ ],
116
+ [
117
+ "hotstar",
118
+ 0.5512153634348935
119
+ ],
120
+ [
121
+ "net adds",
122
+ 0.53225739764927
123
+ ],
124
+ [
125
+ "inflationary pressures",
126
+ 0.4978274486807075
127
+ ]
128
+ ],
129
+ "2": [
130
+ [
131
+ "distributed computing",
132
+ 0.7325596020008545
133
+ ],
134
+ [
135
+ "process automation",
136
+ 0.7048262775020472
137
+ ],
138
+ [
139
+ "windows 11",
140
+ 0.6728687499145845
141
+ ],
142
+ [
143
+ "power platform",
144
+ 0.6481450056974865
145
+ ],
146
+ [
147
+ "active users",
148
+ 0.6294716167945902
149
+ ],
150
+ [
151
+ "continue choose",
152
+ 0.624176201021953
153
+ ],
154
+ [
155
+ "github",
156
+ 0.6136077349651439
157
+ ],
158
+ [
159
+ "fortune 500",
160
+ 0.6073166285100848
161
+ ],
162
+ [
163
+ "leaders industry",
164
+ 0.5933866531526212
165
+ ],
166
+ [
167
+ "help organizations",
168
+ 0.5569875134671974
169
+ ]
170
+ ],
171
+ "3": [
172
+ [
173
+ "strong prior",
174
+ 0.6194796933254499
175
+ ],
176
+ [
177
+ "continued strength",
178
+ 0.594801817343731
179
+ ],
180
+ [
181
+ "benefiting",
182
+ 0.5684345151708259
183
+ ],
184
+ [
185
+ "revenue increased",
186
+ 0.563264140645239
187
+ ],
188
+ [
189
+ "driven growth",
190
+ 0.5298595178932374
191
+ ],
192
+ [
193
+ "higher anticipated",
194
+ 0.5284993294665083
195
+ ],
196
+ [
197
+ "increased quarter",
198
+ 0.5163081416097429
199
+ ],
200
+ [
201
+ "grew constant",
202
+ 0.46802082715412674
203
+ ],
204
+ [
205
+ "million higher",
206
+ 0.3597305636352945
207
+ ],
208
+ [
209
+ "windows commercial",
210
+ 0.3507447935814009
211
+ ]
212
+ ],
213
+ "4": [
214
+ [
215
+ "revenue growth",
216
+ 0.633889077777335
217
+ ],
218
+ [
219
+ "growth cable",
220
+ 0.574722583081553
221
+ ],
222
+ [
223
+ "growth sequentially",
224
+ 0.5535565635635173
225
+ ],
226
+ [
227
+ "operating results",
228
+ 0.5333821041618925
229
+ ],
230
+ [
231
+ "increased versus",
232
+ 0.5210637100374869
233
+ ],
234
+ [
235
+ "fiscal 2022",
236
+ 0.5115739289729799
237
+ ],
238
+ [
239
+ "partially offset",
240
+ 0.5034745656474905
241
+ ],
242
+ [
243
+ "quarter year",
244
+ 0.45143534957406556
245
+ ],
246
+ [
247
+ "costs partially",
248
+ 0.44780042438960616
249
+ ],
250
+ [
251
+ "disney hulu",
252
+ 0.4373101975023579
253
+ ]
254
+ ],
255
+ "5": [
256
+ [
257
+ "growth strategy",
258
+ 0.6554459855141042
259
+ ],
260
+ [
261
+ "profitability",
262
+ 0.6544950379729155
263
+ ],
264
+ [
265
+ "efficiencies",
266
+ 0.6536353741522348
267
+ ],
268
+ [
269
+ "resilience",
270
+ 0.6430265877833898
271
+ ],
272
+ [
273
+ "significant progress",
274
+ 0.633980268179153
275
+ ],
276
+ [
277
+ "dynamic environment",
278
+ 0.5820318154665751
279
+ ],
280
+ [
281
+ "seamlessly",
282
+ 0.5763100295943975
283
+ ],
284
+ [
285
+ "near term",
286
+ 0.5305300093954186
287
+ ],
288
+ [
289
+ "discretionary",
290
+ 0.4871380555379151
291
+ ],
292
+ [
293
+ "cost pressures",
294
+ 0.46914650832327776
295
+ ]
296
+ ],
297
+ "6": [
298
+ [
299
+ "innovate",
300
+ 0.7408621036760445
301
+ ],
302
+ [
303
+ "diversify",
304
+ 0.7353060435010772
305
+ ],
306
+ [
307
+ "expanding opportunity",
308
+ 0.7067577875038709
309
+ ],
310
+ [
311
+ "leveraging",
312
+ 0.6891861979652923
313
+ ],
314
+ [
315
+ "customization",
316
+ 0.6691488693253445
317
+ ],
318
+ [
319
+ "reinvention",
320
+ 0.6552107992572215
321
+ ],
322
+ [
323
+ "fueling",
324
+ 0.6051931359177967
325
+ ],
326
+ [
327
+ "reaffirming",
328
+ 0.5335019830671668
329
+ ],
330
+ [
331
+ "seeing larger",
332
+ 0.5149205187288534
333
+ ],
334
+ [
335
+ "reimagination",
336
+ 0.4836927064661602
337
+ ]
338
+ ],
339
+ "7": [
340
+ [
341
+ "personalizing experiences",
342
+ 0.740003435287095
343
+ ],
344
+ [
345
+ "transformative",
346
+ 0.7149976581120223
347
+ ],
348
+ [
349
+ "experiences make",
350
+ 0.7146044938121243
351
+ ],
352
+ [
353
+ "unparalleled",
354
+ 0.7080944105429663
355
+ ],
356
+ [
357
+ "human connection",
358
+ 0.6045813960347776
359
+ ],
360
+ [
361
+ "world parks",
362
+ 0.5921613967417425
363
+ ],
364
+ [
365
+ "flywheel",
366
+ 0.5710697915779084
367
+ ],
368
+ [
369
+ "ways people",
370
+ 0.5434854222752615
371
+ ],
372
+ [
373
+ "toy story",
374
+ 0.5387299238224716
375
+ ],
376
+ [
377
+ "years ago",
378
+ 0.5247505194011131
379
+ ]
380
+ ],
381
+ "8": [
382
+ [
383
+ "growth continued",
384
+ 0.7154628876417555
385
+ ],
386
+ [
387
+ "strong job",
388
+ 0.669568468091946
389
+ ],
390
+ [
391
+ "demand strong",
392
+ 0.630769123084137
393
+ ],
394
+ [
395
+ "revenue growth",
396
+ 0.6261654287459151
397
+ ],
398
+ [
399
+ "momentum microsoft",
400
+ 0.6227991993516033
401
+ ],
402
+ [
403
+ "grow high",
404
+ 0.6111426427873364
405
+ ],
406
+ [
407
+ "sales improved",
408
+ 0.5940087045885378
409
+ ],
410
+ [
411
+ "continued demand",
412
+ 0.5519707619480904
413
+ ],
414
+ [
415
+ "engagement platform",
416
+ 0.5450261387792259
417
+ ],
418
+ [
419
+ "high single",
420
+ 0.4967066887743883
421
+ ]
422
+ ],
423
+ "9": [
424
+ [
425
+ "guidance provided",
426
+ 0.7412097357618662
427
+ ],
428
+ [
429
+ "year 2022",
430
+ 0.6893854155380893
431
+ ],
432
+ [
433
+ "integration costs",
434
+ 0.6754692687826456
435
+ ],
436
+ [
437
+ "reopening",
438
+ 0.6413121406370835
439
+ ],
440
+ [
441
+ "based current",
442
+ 0.6365970735728114
443
+ ],
444
+ [
445
+ "earnings release",
446
+ 0.6310869174311274
447
+ ],
448
+ [
449
+ "income expense",
450
+ 0.6161900355291193
451
+ ],
452
+ [
453
+ "estimate useful",
454
+ 0.598555865921742
455
+ ],
456
+ [
457
+ "results quarter",
458
+ 0.5920687432457478
459
+ ],
460
+ [
461
+ "depreciation",
462
+ 0.5900295946906935
463
+ ]
464
+ ],
465
+ "10": [
466
+ [
467
+ "unwavering",
468
+ 0.7470397824375493
469
+ ],
470
+ [
471
+ "reinvention",
472
+ 0.6212377736339472
473
+ ],
474
+ [
475
+ "human connection",
476
+ 0.6189371296364443
477
+ ],
478
+ [
479
+ "strategic investments",
480
+ 0.601049762531944
481
+ ],
482
+ [
483
+ "leadership team",
484
+ 0.5972952879751108
485
+ ],
486
+ [
487
+ "partners support",
488
+ 0.5838534240241132
489
+ ],
490
+ [
491
+ "50 years",
492
+ 0.573616834686858
493
+ ],
494
+ [
495
+ "aspirational",
496
+ 0.5611742728498806
497
+ ],
498
+ [
499
+ "remain committed",
500
+ 0.5361733774435922
501
+ ],
502
+ [
503
+ "playing long",
504
+ 0.49452745500114514
505
+ ]
506
+ ],
507
+ "11": [
508
+ [
509
+ "disneyland paris",
510
+ 0.6492679137277496
511
+ ],
512
+ [
513
+ "entire quarter",
514
+ 0.6069493883905761
515
+ ],
516
+ [
517
+ "including shanghai",
518
+ 0.6042057934862466
519
+ ],
520
+ [
521
+ "navigating",
522
+ 0.5971125037600169
523
+ ],
524
+ [
525
+ "limited number",
526
+ 0.5948359113507024
527
+ ],
528
+ [
529
+ "continue significantly",
530
+ 0.5805582158759977
531
+ ],
532
+ [
533
+ "products services",
534
+ 0.5760756230489488
535
+ ],
536
+ [
537
+ "china remains",
538
+ 0.5599822370906995
539
+ ],
540
+ [
541
+ "update forward",
542
+ 0.5558029972053816
543
+ ],
544
+ [
545
+ "forward looking",
546
+ 0.5442949057104864
547
+ ]
548
+ ],
549
+ "12": [
550
+ [
551
+ "staffing issues",
552
+ 0.663889307509063
553
+ ],
554
+ [
555
+ "shutdowns china",
556
+ 0.6463371343587121
557
+ ],
558
+ [
559
+ "quarter diluted",
560
+ 0.5586215874723539
561
+ ],
562
+ [
563
+ "onset pandemic",
564
+ 0.5409388292359851
565
+ ],
566
+ [
567
+ "impacting",
568
+ 0.5247494012093661
569
+ ],
570
+ [
571
+ "q4 experienced",
572
+ 0.501068186447403
573
+ ],
574
+ [
575
+ "sales continue",
576
+ 0.47162695555119866
577
+ ],
578
+ [
579
+ "console sales",
580
+ 0.4636127820417813
581
+ ],
582
+ [
583
+ "extended production",
584
+ 0.4507436966040389
585
+ ],
586
+ [
587
+ "transmissible omicron",
588
+ 0.4477472986612095
589
+ ]
590
+ ],
591
+ "13": [
592
+ [
593
+ "strong demand",
594
+ 0.6507310163137717
595
+ ],
596
+ [
597
+ "really strong",
598
+ 0.6439176142567524
599
+ ],
600
+ [
601
+ "growth driving",
602
+ 0.6282073493468867
603
+ ],
604
+ [
605
+ "great content",
606
+ 0.6080813691365553
607
+ ],
608
+ [
609
+ "opportunity market",
610
+ 0.6048361753371955
611
+ ],
612
+ [
613
+ "meaningfully",
614
+ 0.581230624085163
615
+ ],
616
+ [
617
+ "good consumer",
618
+ 0.5742863217930598
619
+ ],
620
+ [
621
+ "rewards program",
622
+ 0.563974243227717
623
+ ],
624
+ [
625
+ "seeing strong",
626
+ 0.5436654880608861
627
+ ],
628
+ [
629
+ "going provide",
630
+ 0.5225039988490429
631
+ ]
632
+ ],
633
+ "14": [
634
+ [
635
+ "improvement cloud",
636
+ 0.6523772710067547
637
+ ],
638
+ [
639
+ "increased slightly",
640
+ 0.6472478485741716
641
+ ],
642
+ [
643
+ "improvements azure",
644
+ 0.6387128156558226
645
+ ],
646
+ [
647
+ "margin businesses",
648
+ 0.4859945135186717
649
+ ],
650
+ [
651
+ "revenue mix",
652
+ 0.47756770498646256
653
+ ],
654
+ [
655
+ "sales mix",
656
+ 0.46564808776431016
657
+ ],
658
+ [
659
+ "operating margins",
660
+ 0.46333720117429045
661
+ ],
662
+ [
663
+ "revenue q1",
664
+ 0.4161565733536601
665
+ ],
666
+ [
667
+ "percentage increased",
668
+ 0.3778635753178375
669
+ ],
670
+ [
671
+ "roughly point",
672
+ 0.3469743208120081
673
+ ]
674
+ ],
675
+ "15": [
676
+ [
677
+ "star wars",
678
+ 0.6933423258985598
679
+ ],
680
+ [
681
+ "pixar",
682
+ 0.6853705048897666
683
+ ],
684
+ [
685
+ "jungle cruise",
686
+ 0.661015579615492
687
+ ],
688
+ [
689
+ "franchises including",
690
+ 0.6426343087226933
691
+ ],
692
+ [
693
+ "disney day",
694
+ 0.6350684338654271
695
+ ],
696
+ [
697
+ "encanto",
698
+ 0.6259861316960926
699
+ ],
700
+ [
701
+ "galaxy cosmic",
702
+ 0.6211020825800323
703
+ ],
704
+ [
705
+ "phenomenal",
706
+ 0.6058909139615235
707
+ ],
708
+ [
709
+ "way home",
710
+ 0.5921774007656669
711
+ ],
712
+ [
713
+ "cosmic rewind",
714
+ 0.5887709752858609
715
+ ]
716
+ ],
717
+ "16": [
718
+ [
719
+ "consistently strong",
720
+ 0.7158153806232177
721
+ ],
722
+ [
723
+ "continued growth",
724
+ 0.7019266627339151
725
+ ],
726
+ [
727
+ "strong revenue",
728
+ 0.7009982244343511
729
+ ],
730
+ [
731
+ "strong quarter",
732
+ 0.6992386193885519
733
+ ],
734
+ [
735
+ "stellar performance",
736
+ 0.6527741774124266
737
+ ],
738
+ [
739
+ "tremendous opportunity",
740
+ 0.6521283450007238
741
+ ],
742
+ [
743
+ "growth strong",
744
+ 0.646470130071899
745
+ ],
746
+ [
747
+ "creative excellence",
748
+ 0.6253915501597018
749
+ ],
750
+ [
751
+ "resiliency",
752
+ 0.6149672700997084
753
+ ],
754
+ [
755
+ "revenue growth",
756
+ 0.5978079717669132
757
+ ]
758
+ ],
759
+ "17": [
760
+ [
761
+ "optimize",
762
+ 0.7324506738860492
763
+ ],
764
+ [
765
+ "believe prudent",
766
+ 0.7094613060502424
767
+ ],
768
+ [
769
+ "singularly focused",
770
+ 0.7083229485342343
771
+ ],
772
+ [
773
+ "enhancements",
774
+ 0.7081940505881161
775
+ ],
776
+ [
777
+ "executing reinvention",
778
+ 0.7001597076514381
779
+ ],
780
+ [
781
+ "interconnected",
782
+ 0.6992309888986352
783
+ ],
784
+ [
785
+ "want reiterate",
786
+ 0.6923011728681251
787
+ ],
788
+ [
789
+ "dynamic environment",
790
+ 0.6710322846729191
791
+ ],
792
+ [
793
+ "50 years",
794
+ 0.6575038875405677
795
+ ],
796
+ [
797
+ "high quality",
798
+ 0.6333313919585322
799
+ ]
800
+ ],
801
+ "18": [
802
+ [
803
+ "customer experience",
804
+ 0.6821836981486178
805
+ ],
806
+ [
807
+ "consumer products",
808
+ 0.6709758929535047
809
+ ],
810
+ [
811
+ "iced coffee",
812
+ 0.6215405241071615
813
+ ],
814
+ [
815
+ "coffee innovation",
816
+ 0.6113038591444183
817
+ ],
818
+ [
819
+ "selling iced",
820
+ 0.6087367457070212
821
+ ],
822
+ [
823
+ "starbucks china",
824
+ 0.6072869919798325
825
+ ],
826
+ [
827
+ "digital community",
828
+ 0.5973251652043515
829
+ ],
830
+ [
831
+ "new ship",
832
+ 0.5700600372367418
833
+ ],
834
+ [
835
+ "way home",
836
+ 0.5694394057900566
837
+ ],
838
+ [
839
+ "shaken espresso",
840
+ 0.5376580033204161
841
+ ]
842
+ ],
843
+ "19": [
844
+ [
845
+ "strong food",
846
+ 0.6482559488108045
847
+ ],
848
+ [
849
+ "diverse customer",
850
+ 0.6374052016985108
851
+ ],
852
+ [
853
+ "strategically manage",
854
+ 0.6110660678939988
855
+ ],
856
+ [
857
+ "growth digital",
858
+ 0.5751798910815957
859
+ ],
860
+ [
861
+ "marketing solutions",
862
+ 0.5751129130147754
863
+ ],
864
+ [
865
+ "revenue driven",
866
+ 0.56984247838481
867
+ ],
868
+ [
869
+ "advertisers",
870
+ 0.5215401887791943
871
+ ],
872
+ [
873
+ "attract new",
874
+ 0.5200682826634445
875
+ ],
876
+ [
877
+ "reinforces",
878
+ 0.5075142651743627
879
+ ],
880
+ [
881
+ "volatility",
882
+ 0.4514386907437177
883
+ ]
884
+ ],
885
+ "20": [
886
+ [
887
+ "espn advertising",
888
+ 0.6623464353059427
889
+ ],
890
+ [
891
+ "continue perform",
892
+ 0.6065306520784421
893
+ ],
894
+ [
895
+ "entertainment titles",
896
+ 0.5689525305663431
897
+ ],
898
+ [
899
+ "nba finals",
900
+ 0.5642104739882439
901
+ ],
902
+ [
903
+ "general entertainment",
904
+ 0.5629354445728082
905
+ ],
906
+ [
907
+ "services growth",
908
+ 0.5628310842901559
909
+ ],
910
+ [
911
+ "timing nba",
912
+ 0.5554208054471304
913
+ ],
914
+ [
915
+ "college football",
916
+ 0.5461807524908049
917
+ ],
918
+ [
919
+ "abbott elementary",
920
+ 0.5421285448469357
921
+ ],
922
+ [
923
+ "10 year",
924
+ 0.5408552050332709
925
+ ]
926
+ ],
927
+ "21": [
928
+ [
929
+ "innovation driving",
930
+ 0.706395622782128
931
+ ],
932
+ [
933
+ "growth continued",
934
+ 0.6908212977342238
935
+ ],
936
+ [
937
+ "drive healthy",
938
+ 0.6431168667957515
939
+ ],
940
+ [
941
+ "advanced security",
942
+ 0.6356458560725597
943
+ ],
944
+ [
945
+ "demand microsoft",
946
+ 0.6144071380050673
947
+ ],
948
+ [
949
+ "windows 10",
950
+ 0.5939305728947688
951
+ ],
952
+ [
953
+ "customer demand",
954
+ 0.5636621854480454
955
+ ],
956
+ [
957
+ "consumer business",
958
+ 0.5633985692608783
959
+ ],
960
+ [
961
+ "business increased",
962
+ 0.5535731507844792
963
+ ],
964
+ [
965
+ "share gains",
966
+ 0.5501852848407872
967
+ ]
968
+ ],
969
+ "22": [
970
+ [
971
+ "revenue growth",
972
+ 0.7092626656309818
973
+ ],
974
+ [
975
+ "segment revenue",
976
+ 0.6967388151571356
977
+ ],
978
+ [
979
+ "enterprise services",
980
+ 0.678864603666035
981
+ ],
982
+ [
983
+ "productivity business",
984
+ 0.6613797937844157
985
+ ],
986
+ [
987
+ "personal computing",
988
+ 0.6428448405124637
989
+ ],
990
+ [
991
+ "15 billion",
992
+ 0.6364454520892032
993
+ ],
994
+ [
995
+ "windows oem",
996
+ 0.636288461479837
997
+ ],
998
+ [
999
+ "oem revenue",
1000
+ 0.6041606406778157
1001
+ ],
1002
+ [
1003
+ "revenue 18",
1004
+ 0.5933156009394888
1005
+ ],
1006
+ [
1007
+ "single digits",
1008
+ 0.5879512910177751
1009
+ ]
1010
+ ],
1011
+ "23": [
1012
+ [
1013
+ "customizing",
1014
+ 0.7208102024299977
1015
+ ],
1016
+ [
1017
+ "experience possible",
1018
+ 0.7176836898067995
1019
+ ],
1020
+ [
1021
+ "connect enables",
1022
+ 0.7054091918869934
1023
+ ],
1024
+ [
1025
+ "feel good",
1026
+ 0.637037404011192
1027
+ ],
1028
+ [
1029
+ "loyalty program",
1030
+ 0.6355879917431041
1031
+ ],
1032
+ [
1033
+ "coffee partnership",
1034
+ 0.574882189260069
1035
+ ],
1036
+ [
1037
+ "sales partner",
1038
+ 0.5710584924900097
1039
+ ],
1040
+ [
1041
+ "mastrena espresso",
1042
+ 0.5558185229878222
1043
+ ],
1044
+ [
1045
+ "starz",
1046
+ 0.5529695360068984
1047
+ ],
1048
+ [
1049
+ "north american",
1050
+ 0.5324245062783168
1051
+ ]
1052
+ ],
1053
+ "24": [
1054
+ [
1055
+ "strong annuity",
1056
+ 0.7090618971718023
1057
+ ],
1058
+ [
1059
+ "significant growth",
1060
+ 0.6873942937474896
1061
+ ],
1062
+ [
1063
+ "strong execution",
1064
+ 0.6365233997794479
1065
+ ],
1066
+ [
1067
+ "demand strong",
1068
+ 0.6266579614961829
1069
+ ],
1070
+ [
1071
+ "increased commitment",
1072
+ 0.6221499646322892
1073
+ ],
1074
+ [
1075
+ "positive impact",
1076
+ 0.6097691827995176
1077
+ ],
1078
+ [
1079
+ "reinvention investments",
1080
+ 0.5866815441904889
1081
+ ],
1082
+ [
1083
+ "commitment platform",
1084
+ 0.5864793170564551
1085
+ ],
1086
+ [
1087
+ "premium skus",
1088
+ 0.5750167254637087
1089
+ ],
1090
+ [
1091
+ "power automate",
1092
+ 0.5603863217534745
1093
+ ]
1094
+ ],
1095
+ "25": [
1096
+ [
1097
+ "driven growth",
1098
+ 0.5777327630930846
1099
+ ],
1100
+ [
1101
+ "rewards program",
1102
+ 0.5689549601991287
1103
+ ],
1104
+ [
1105
+ "growth asia",
1106
+ 0.5658202917594696
1107
+ ],
1108
+ [
1109
+ "new stores",
1110
+ 0.5415777248931282
1111
+ ],
1112
+ [
1113
+ "business q4",
1114
+ 0.5372335415345302
1115
+ ],
1116
+ [
1117
+ "000 stores",
1118
+ 0.5324634462761749
1119
+ ],
1120
+ [
1121
+ "net new",
1122
+ 0.5313091468710933
1123
+ ],
1124
+ [
1125
+ "stores q4",
1126
+ 0.5236885985675833
1127
+ ],
1128
+ [
1129
+ "asia pacific",
1130
+ 0.4886751499990102
1131
+ ],
1132
+ [
1133
+ "disney subs",
1134
+ 0.4776989618216771
1135
+ ]
1136
+ ],
1137
+ "26": [
1138
+ [
1139
+ "million subscriptions",
1140
+ 0.7267444760174478
1141
+ ],
1142
+ [
1143
+ "million subscribers",
1144
+ 0.6874332958689796
1145
+ ],
1146
+ [
1147
+ "sales mix",
1148
+ 0.6805505507991956
1149
+ ],
1150
+ [
1151
+ "paid subscribers",
1152
+ 0.6604098733958192
1153
+ ],
1154
+ [
1155
+ "q1 results",
1156
+ 0.654659793171235
1157
+ ],
1158
+ [
1159
+ "streaming services",
1160
+ 0.6523425154364869
1161
+ ],
1162
+ [
1163
+ "espn hulu",
1164
+ 0.6319149448465657
1165
+ ],
1166
+ [
1167
+ "stores q4",
1168
+ 0.619229548855623
1169
+ ],
1170
+ [
1171
+ "million versus",
1172
+ 0.6085491574075842
1173
+ ],
1174
+ [
1175
+ "150 million",
1176
+ 0.6007181197614717
1177
+ ]
1178
+ ],
1179
+ "27": [
1180
+ [
1181
+ "intensify",
1182
+ 0.5592458783472144
1183
+ ],
1184
+ [
1185
+ "remain stable",
1186
+ 0.5183302840247966
1187
+ ],
1188
+ [
1189
+ "stronger expected",
1190
+ 0.47028113885726525
1191
+ ],
1192
+ [
1193
+ "fy2022",
1194
+ 0.46697940045846814
1195
+ ],
1196
+ [
1197
+ "anticipated half",
1198
+ 0.4534041500122547
1199
+ ],
1200
+ [
1201
+ "cost pressures",
1202
+ 0.4500459798249877
1203
+ ],
1204
+ [
1205
+ "came better",
1206
+ 0.43925183674064305
1207
+ ],
1208
+ [
1209
+ "pleased performance",
1210
+ 0.43626721327614204
1211
+ ],
1212
+ [
1213
+ "quarter think",
1214
+ 0.4235349985174378
1215
+ ],
1216
+ [
1217
+ "fiscal 22",
1218
+ 0.40160726465495905
1219
+ ]
1220
+ ],
1221
+ "28": [
1222
+ [
1223
+ "increased slightly",
1224
+ 0.6258809523944476
1225
+ ],
1226
+ [
1227
+ "increased constant",
1228
+ 0.5747948392030866
1229
+ ],
1230
+ [
1231
+ "income increased",
1232
+ 0.5638735953521486
1233
+ ],
1234
+ [
1235
+ "increased 22",
1236
+ 0.5075911127991558
1237
+ ],
1238
+ [
1239
+ "margin dollars",
1240
+ 0.4868240528001698
1241
+ ],
1242
+ [
1243
+ "decreased slightly",
1244
+ 0.48150975592533685
1245
+ ],
1246
+ [
1247
+ "operating expenses",
1248
+ 0.3932025320784013
1249
+ ],
1250
+ [
1251
+ "dollars increased",
1252
+ 0.3880288117425808
1253
+ ],
1254
+ [
1255
+ "roughly points",
1256
+ 0.37602193584253574
1257
+ ],
1258
+ [
1259
+ "including points",
1260
+ 0.3726838747562873
1261
+ ]
1262
+ ],
1263
+ "29": [
1264
+ [
1265
+ "resonating",
1266
+ 0.637015352059925
1267
+ ],
1268
+ [
1269
+ "windows 11",
1270
+ 0.6179942900001547
1271
+ ],
1272
+ [
1273
+ "disneyland paris",
1274
+ 0.6078679529154786
1275
+ ],
1276
+ [
1277
+ "alluded",
1278
+ 0.6010366054111662
1279
+ ],
1280
+ [
1281
+ "advertisers",
1282
+ 0.6003093476676515
1283
+ ],
1284
+ [
1285
+ "walt disney",
1286
+ 0.5952310462363679
1287
+ ],
1288
+ [
1289
+ "magic key",
1290
+ 0.5752790948366964
1291
+ ],
1292
+ [
1293
+ "world disneyland",
1294
+ 0.5623385948517756
1295
+ ],
1296
+ [
1297
+ "new disney",
1298
+ 0.5531937883961294
1299
+ ],
1300
+ [
1301
+ "disney ad",
1302
+ 0.553013768448535
1303
+ ]
1304
+ ],
1305
+ "30": [
1306
+ [
1307
+ "growing demand",
1308
+ 0.670188713697485
1309
+ ],
1310
+ [
1311
+ "increase versus",
1312
+ 0.6308286576855877
1313
+ ],
1314
+ [
1315
+ "support growing",
1316
+ 0.5817531253525119
1317
+ ],
1318
+ [
1319
+ "simplifying",
1320
+ 0.5540160606778943
1321
+ ],
1322
+ [
1323
+ "fiscal 2023",
1324
+ 0.4834750927439431
1325
+ ],
1326
+ [
1327
+ "costs increase",
1328
+ 0.47004977616500543
1329
+ ],
1330
+ [
1331
+ "handheld pos",
1332
+ 0.45911098500637104
1333
+ ],
1334
+ [
1335
+ "demand starbucks",
1336
+ 0.43574014749284845
1337
+ ],
1338
+ [
1339
+ "rollout",
1340
+ 0.43512639906846773
1341
+ ],
1342
+ [
1343
+ "roughly line",
1344
+ 0.4193503484380594
1345
+ ]
1346
+ ],
1347
+ "31": [
1348
+ [
1349
+ "experiences make",
1350
+ 0.7118148845146961
1351
+ ],
1352
+ [
1353
+ "accretive business",
1354
+ 0.6966884319610356
1355
+ ],
1356
+ [
1357
+ "integrations teams",
1358
+ 0.6690099451774505
1359
+ ],
1360
+ [
1361
+ "connect enables",
1362
+ 0.6345598636808397
1363
+ ],
1364
+ [
1365
+ "metrics",
1366
+ 0.610251765937645
1367
+ ],
1368
+ [
1369
+ "rewards program",
1370
+ 0.592517554615827
1371
+ ],
1372
+ [
1373
+ "personalized",
1374
+ 0.5577599163082522
1375
+ ],
1376
+ [
1377
+ "broader portfolio",
1378
+ 0.5474946072715415
1379
+ ],
1380
+ [
1381
+ "work connect",
1382
+ 0.5294715759454187
1383
+ ],
1384
+ [
1385
+ "new benefits",
1386
+ 0.4867872177245884
1387
+ ]
1388
+ ],
1389
+ "32": [
1390
+ [
1391
+ "excellence innovation",
1392
+ 0.6792124229076238
1393
+ ],
1394
+ [
1395
+ "strong momentum",
1396
+ 0.6776362109509997
1397
+ ],
1398
+ [
1399
+ "innovation audience",
1400
+ 0.6622488988426043
1401
+ ],
1402
+ [
1403
+ "storytelling excellence",
1404
+ 0.6381715002335209
1405
+ ],
1406
+ [
1407
+ "leading benefits",
1408
+ 0.6039307410317233
1409
+ ],
1410
+ [
1411
+ "continue grow",
1412
+ 0.5688615654583823
1413
+ ],
1414
+ [
1415
+ "biggest opportunity",
1416
+ 0.5507218156409639
1417
+ ],
1418
+ [
1419
+ "reopening",
1420
+ 0.5049107707491267
1421
+ ],
1422
+ [
1423
+ "critical moment",
1424
+ 0.4677916540944841
1425
+ ],
1426
+ [
1427
+ "performance quarter",
1428
+ 0.43051655040203574
1429
+ ]
1430
+ ],
1431
+ "33": [
1432
+ [
1433
+ "metrics",
1434
+ 0.7465457473795833
1435
+ ],
1436
+ [
1437
+ "non gaap",
1438
+ 0.6996516278838554
1439
+ ],
1440
+ [
1441
+ "currency dollars",
1442
+ 0.6854328193384522
1443
+ ],
1444
+ [
1445
+ "fiscal 2022",
1446
+ 0.660783772176491
1447
+ ],
1448
+ [
1449
+ "constant currency",
1450
+ 0.64374983738601
1451
+ ],
1452
+ [
1453
+ "second half",
1454
+ 0.6421102040064791
1455
+ ],
1456
+ [
1457
+ "nuance",
1458
+ 0.5909924044307937
1459
+ ],
1460
+ [
1461
+ "volatility",
1462
+ 0.5716751620484325
1463
+ ],
1464
+ [
1465
+ "growth rates",
1466
+ 0.5643392767433792
1467
+ ],
1468
+ [
1469
+ "quarter",
1470
+ 0.5511718383185548
1471
+ ]
1472
+ ],
1473
+ "34": [
1474
+ [
1475
+ "robust demand",
1476
+ 0.7179055219820063
1477
+ ],
1478
+ [
1479
+ "strong performance",
1480
+ 0.6540196290504121
1481
+ ],
1482
+ [
1483
+ "driven growth",
1484
+ 0.6153370683604387
1485
+ ],
1486
+ [
1487
+ "growth global",
1488
+ 0.6018382443058788
1489
+ ],
1490
+ [
1491
+ "revenue increased",
1492
+ 0.6008924774891939
1493
+ ],
1494
+ [
1495
+ "continue grow",
1496
+ 0.5322026017147437
1497
+ ],
1498
+ [
1499
+ "increased 10",
1500
+ 0.531519156492168
1501
+ ],
1502
+ [
1503
+ "continued strong",
1504
+ 0.5029561888903468
1505
+ ],
1506
+ [
1507
+ "business continue",
1508
+ 0.49615002372069045
1509
+ ],
1510
+ [
1511
+ "coffee alliance",
1512
+ 0.47115273052564743
1513
+ ]
1514
+ ]
1515
+ },
1516
+ "topics": [
1517
+ 32,
1518
+ 32,
1519
+ -1,
1520
+ -1,
1521
+ -1,
1522
+ 5,
1523
+ 7,
1524
+ -1,
1525
+ -1,
1526
+ 17,
1527
+ 13,
1528
+ 26,
1529
+ 25,
1530
+ 17,
1531
+ -1,
1532
+ -1,
1533
+ -1,
1534
+ -1,
1535
+ 15,
1536
+ 15,
1537
+ 15,
1538
+ 15,
1539
+ -1,
1540
+ -1,
1541
+ -1,
1542
+ -1,
1543
+ -1,
1544
+ -1,
1545
+ 20,
1546
+ 20,
1547
+ 20,
1548
+ -1,
1549
+ 20,
1550
+ -1,
1551
+ 20,
1552
+ 31,
1553
+ 10,
1554
+ 7,
1555
+ 7,
1556
+ -1,
1557
+ 29,
1558
+ 2,
1559
+ 29,
1560
+ -1,
1561
+ 23,
1562
+ 19,
1563
+ -1,
1564
+ -1,
1565
+ -1,
1566
+ 15,
1567
+ -1,
1568
+ -1,
1569
+ -1,
1570
+ 18,
1571
+ 6,
1572
+ -1,
1573
+ 7,
1574
+ 6,
1575
+ 7,
1576
+ -1,
1577
+ -1,
1578
+ -1,
1579
+ 4,
1580
+ 0,
1581
+ 11,
1582
+ 11,
1583
+ 11,
1584
+ 3,
1585
+ 3,
1586
+ -1,
1587
+ 29,
1588
+ 0,
1589
+ 0,
1590
+ 0,
1591
+ 0,
1592
+ 0,
1593
+ 0,
1594
+ -1,
1595
+ 0,
1596
+ 4,
1597
+ 0,
1598
+ 0,
1599
+ 3,
1600
+ 3,
1601
+ 0,
1602
+ -1,
1603
+ 4,
1604
+ 0,
1605
+ 4,
1606
+ -1,
1607
+ 4,
1608
+ 3,
1609
+ 25,
1610
+ 0,
1611
+ 3,
1612
+ 4,
1613
+ 26,
1614
+ 26,
1615
+ 0,
1616
+ 0,
1617
+ 4,
1618
+ 0,
1619
+ 0,
1620
+ -1,
1621
+ 4,
1622
+ 1,
1623
+ -1,
1624
+ 0,
1625
+ 4,
1626
+ 0,
1627
+ -1,
1628
+ 9,
1629
+ 15,
1630
+ 15,
1631
+ -1,
1632
+ -1,
1633
+ -1,
1634
+ -1,
1635
+ -1,
1636
+ 1,
1637
+ 1,
1638
+ 1,
1639
+ 1,
1640
+ -1,
1641
+ 1,
1642
+ 1,
1643
+ -1,
1644
+ -1,
1645
+ -1,
1646
+ 13,
1647
+ 13,
1648
+ 1,
1649
+ 13,
1650
+ -1,
1651
+ 1,
1652
+ 1,
1653
+ 1,
1654
+ -1,
1655
+ -1,
1656
+ -1,
1657
+ 3,
1658
+ 16,
1659
+ 24,
1660
+ -1,
1661
+ -1,
1662
+ 24,
1663
+ 12,
1664
+ -1,
1665
+ -1,
1666
+ 0,
1667
+ -1,
1668
+ 3,
1669
+ -1,
1670
+ 3,
1671
+ -1,
1672
+ 14,
1673
+ -1,
1674
+ 3,
1675
+ 3,
1676
+ 3,
1677
+ 21,
1678
+ 3,
1679
+ -1,
1680
+ 14,
1681
+ 28,
1682
+ 3,
1683
+ 21,
1684
+ -1,
1685
+ 3,
1686
+ 3,
1687
+ 3,
1688
+ -1,
1689
+ 28,
1690
+ 3,
1691
+ 0,
1692
+ 3,
1693
+ 3,
1694
+ 3,
1695
+ 3,
1696
+ 0,
1697
+ -1,
1698
+ 0,
1699
+ 30,
1700
+ 3,
1701
+ 3,
1702
+ 5,
1703
+ 5,
1704
+ 0,
1705
+ 16,
1706
+ -1,
1707
+ -1,
1708
+ 14,
1709
+ 5,
1710
+ 30,
1711
+ -1,
1712
+ 22,
1713
+ -1,
1714
+ 0,
1715
+ 8,
1716
+ 8,
1717
+ 8,
1718
+ 22,
1719
+ -1,
1720
+ -1,
1721
+ -1,
1722
+ 8,
1723
+ 22,
1724
+ 4,
1725
+ 22,
1726
+ 0,
1727
+ 0,
1728
+ 21,
1729
+ 8,
1730
+ 22,
1731
+ 8,
1732
+ 0,
1733
+ 9,
1734
+ 0,
1735
+ -1,
1736
+ 14,
1737
+ 6,
1738
+ 32,
1739
+ -1,
1740
+ 1,
1741
+ 1,
1742
+ 17,
1743
+ -1,
1744
+ -1,
1745
+ -1,
1746
+ 1,
1747
+ 1,
1748
+ -1,
1749
+ 1,
1750
+ -1,
1751
+ 27,
1752
+ -1,
1753
+ 1,
1754
+ 1,
1755
+ 1,
1756
+ 1,
1757
+ -1,
1758
+ -1,
1759
+ -1,
1760
+ 13,
1761
+ 1,
1762
+ -1,
1763
+ 1,
1764
+ -1,
1765
+ 1,
1766
+ 27,
1767
+ 1,
1768
+ 1,
1769
+ -1,
1770
+ 18,
1771
+ 1,
1772
+ -1,
1773
+ 1,
1774
+ 1,
1775
+ 1,
1776
+ 1,
1777
+ 1,
1778
+ -1,
1779
+ 1,
1780
+ 1,
1781
+ 1,
1782
+ 1,
1783
+ 1,
1784
+ 1,
1785
+ 24,
1786
+ 1,
1787
+ 1,
1788
+ 1,
1789
+ 1,
1790
+ 1,
1791
+ 1,
1792
+ 1,
1793
+ 1,
1794
+ -1,
1795
+ -1,
1796
+ 1,
1797
+ 1,
1798
+ -1,
1799
+ 2,
1800
+ 31,
1801
+ 9,
1802
+ 9,
1803
+ 9,
1804
+ -1,
1805
+ -1,
1806
+ 4,
1807
+ 9,
1808
+ 9,
1809
+ 3,
1810
+ 3,
1811
+ -1,
1812
+ 10,
1813
+ 10,
1814
+ -1,
1815
+ 18,
1816
+ 10,
1817
+ -1,
1818
+ 10,
1819
+ -1,
1820
+ -1,
1821
+ 6,
1822
+ 32,
1823
+ 13,
1824
+ 12,
1825
+ 5,
1826
+ 3,
1827
+ -1,
1828
+ 32,
1829
+ -1,
1830
+ 18,
1831
+ -1,
1832
+ -1,
1833
+ -1,
1834
+ 25,
1835
+ -1,
1836
+ 2,
1837
+ 23,
1838
+ -1,
1839
+ -1,
1840
+ -1,
1841
+ 23,
1842
+ -1,
1843
+ 30,
1844
+ -1,
1845
+ 3,
1846
+ 18,
1847
+ -1,
1848
+ -1,
1849
+ -1,
1850
+ -1,
1851
+ 6,
1852
+ 25,
1853
+ -1,
1854
+ 25,
1855
+ 12,
1856
+ 11,
1857
+ 0,
1858
+ 3,
1859
+ 10,
1860
+ 25,
1861
+ -1,
1862
+ -1,
1863
+ 5,
1864
+ -1,
1865
+ 7,
1866
+ -1,
1867
+ 6,
1868
+ -1,
1869
+ 7,
1870
+ -1,
1871
+ 10,
1872
+ 3,
1873
+ 3,
1874
+ 3,
1875
+ 3,
1876
+ 0,
1877
+ 0,
1878
+ -1,
1879
+ 0,
1880
+ 34,
1881
+ 3,
1882
+ -1,
1883
+ 34,
1884
+ -1,
1885
+ 5,
1886
+ 16,
1887
+ 6,
1888
+ -1,
1889
+ 32,
1890
+ -1,
1891
+ -1,
1892
+ 0,
1893
+ -1,
1894
+ 0,
1895
+ 10,
1896
+ -1,
1897
+ -1,
1898
+ 3,
1899
+ 26,
1900
+ 7,
1901
+ -1,
1902
+ -1,
1903
+ -1,
1904
+ 7,
1905
+ -1,
1906
+ 7,
1907
+ -1,
1908
+ 7,
1909
+ 7,
1910
+ 7,
1911
+ 15,
1912
+ 15,
1913
+ -1,
1914
+ 20,
1915
+ 26,
1916
+ 20,
1917
+ 7,
1918
+ -1,
1919
+ 20,
1920
+ -1,
1921
+ 6,
1922
+ 7,
1923
+ -1,
1924
+ -1,
1925
+ -1,
1926
+ -1,
1927
+ -1,
1928
+ 17,
1929
+ 17,
1930
+ 20,
1931
+ -1,
1932
+ 15,
1933
+ 29,
1934
+ 27,
1935
+ 7,
1936
+ 7,
1937
+ 7,
1938
+ -1,
1939
+ -1,
1940
+ -1,
1941
+ 24,
1942
+ 0,
1943
+ -1,
1944
+ -1,
1945
+ -1,
1946
+ 16,
1947
+ 11,
1948
+ 29,
1949
+ 19,
1950
+ 3,
1951
+ 3,
1952
+ 3,
1953
+ -1,
1954
+ -1,
1955
+ 0,
1956
+ 4,
1957
+ 0,
1958
+ -1,
1959
+ 0,
1960
+ 0,
1961
+ 19,
1962
+ 3,
1963
+ 3,
1964
+ -1,
1965
+ 0,
1966
+ 4,
1967
+ 4,
1968
+ -1,
1969
+ 25,
1970
+ -1,
1971
+ -1,
1972
+ -1,
1973
+ 0,
1974
+ 26,
1975
+ 0,
1976
+ 0,
1977
+ 15,
1978
+ 4,
1979
+ 4,
1980
+ 4,
1981
+ -1,
1982
+ 4,
1983
+ 4,
1984
+ 0,
1985
+ 1,
1986
+ -1,
1987
+ 1,
1988
+ 1,
1989
+ 1,
1990
+ 1,
1991
+ -1,
1992
+ -1,
1993
+ -1,
1994
+ 1,
1995
+ -1,
1996
+ -1,
1997
+ -1,
1998
+ -1,
1999
+ 1,
2000
+ 1,
2001
+ 1,
2002
+ 1,
2003
+ -1,
2004
+ -1,
2005
+ -1,
2006
+ 1,
2007
+ 1,
2008
+ 1,
2009
+ -1,
2010
+ 1,
2011
+ 1,
2012
+ 1,
2013
+ 1,
2014
+ 13,
2015
+ 1,
2016
+ -1,
2017
+ 1,
2018
+ 4,
2019
+ -1,
2020
+ 1,
2021
+ -1,
2022
+ 7,
2023
+ 13,
2024
+ -1,
2025
+ 1,
2026
+ 1,
2027
+ -1,
2028
+ 12,
2029
+ 13,
2030
+ 1,
2031
+ 33,
2032
+ 9,
2033
+ -1,
2034
+ -1,
2035
+ -1,
2036
+ -1,
2037
+ 9,
2038
+ 11,
2039
+ -1,
2040
+ -1,
2041
+ -1,
2042
+ 18,
2043
+ 2,
2044
+ 2,
2045
+ 2,
2046
+ 0,
2047
+ 2,
2048
+ 2,
2049
+ 2,
2050
+ 2,
2051
+ 2,
2052
+ 2,
2053
+ 2,
2054
+ -1,
2055
+ 2,
2056
+ 2,
2057
+ 2,
2058
+ 2,
2059
+ 2,
2060
+ -1,
2061
+ 1,
2062
+ 2,
2063
+ 2,
2064
+ -1,
2065
+ 2,
2066
+ 2,
2067
+ 2,
2068
+ 2,
2069
+ -1,
2070
+ 2,
2071
+ 2,
2072
+ 2,
2073
+ 2,
2074
+ -1,
2075
+ -1,
2076
+ 2,
2077
+ 2,
2078
+ -1,
2079
+ -1,
2080
+ 2,
2081
+ -1,
2082
+ 2,
2083
+ 6,
2084
+ 2,
2085
+ 2,
2086
+ 6,
2087
+ -1,
2088
+ 3,
2089
+ 2,
2090
+ -1,
2091
+ -1,
2092
+ -1,
2093
+ -1,
2094
+ -1,
2095
+ 8,
2096
+ 3,
2097
+ -1,
2098
+ 9,
2099
+ 14,
2100
+ 14,
2101
+ 3,
2102
+ -1,
2103
+ -1,
2104
+ 14,
2105
+ 0,
2106
+ 3,
2107
+ 3,
2108
+ 3,
2109
+ 21,
2110
+ 3,
2111
+ 3,
2112
+ 3,
2113
+ 28,
2114
+ 14,
2115
+ 28,
2116
+ -1,
2117
+ 3,
2118
+ 14,
2119
+ 28,
2120
+ 3,
2121
+ 3,
2122
+ 0,
2123
+ 0,
2124
+ 3,
2125
+ 0,
2126
+ 3,
2127
+ 3,
2128
+ 3,
2129
+ -1,
2130
+ 3,
2131
+ 30,
2132
+ 24,
2133
+ 3,
2134
+ 5,
2135
+ 33,
2136
+ 16,
2137
+ 4,
2138
+ 14,
2139
+ -1,
2140
+ 30,
2141
+ -1,
2142
+ 22,
2143
+ -1,
2144
+ 0,
2145
+ 8,
2146
+ 8,
2147
+ 8,
2148
+ -1,
2149
+ 8,
2150
+ -1,
2151
+ 22,
2152
+ -1,
2153
+ 21,
2154
+ 0,
2155
+ 22,
2156
+ 12,
2157
+ 8,
2158
+ -1,
2159
+ 0,
2160
+ 9,
2161
+ 4,
2162
+ -1,
2163
+ 1,
2164
+ 9,
2165
+ 9,
2166
+ 12,
2167
+ 5,
2168
+ -1,
2169
+ 5,
2170
+ -1,
2171
+ -1,
2172
+ 3,
2173
+ -1,
2174
+ -1,
2175
+ -1,
2176
+ 12,
2177
+ 3,
2178
+ 5,
2179
+ 12,
2180
+ 5,
2181
+ 24,
2182
+ 25,
2183
+ 24,
2184
+ 12,
2185
+ 12,
2186
+ -1,
2187
+ -1,
2188
+ 11,
2189
+ 12,
2190
+ 4,
2191
+ 30,
2192
+ -1,
2193
+ -1,
2194
+ 5,
2195
+ 5,
2196
+ -1,
2197
+ -1,
2198
+ -1,
2199
+ -1,
2200
+ 5,
2201
+ 5,
2202
+ -1,
2203
+ -1,
2204
+ 31,
2205
+ -1,
2206
+ 5,
2207
+ 16,
2208
+ -1,
2209
+ 34,
2210
+ 25,
2211
+ 25,
2212
+ 0,
2213
+ 0,
2214
+ -1,
2215
+ 17,
2216
+ 19,
2217
+ 34,
2218
+ 16,
2219
+ -1,
2220
+ 16,
2221
+ 5,
2222
+ -1,
2223
+ -1,
2224
+ 16,
2225
+ 23,
2226
+ 19,
2227
+ 5,
2228
+ -1,
2229
+ 5,
2230
+ -1,
2231
+ -1,
2232
+ 5,
2233
+ 0,
2234
+ 3,
2235
+ 0,
2236
+ 3,
2237
+ 3,
2238
+ 6,
2239
+ 3,
2240
+ -1,
2241
+ 0,
2242
+ 0,
2243
+ 5,
2244
+ 25,
2245
+ 0,
2246
+ 34,
2247
+ -1,
2248
+ 0,
2249
+ 4,
2250
+ -1,
2251
+ 5,
2252
+ 4,
2253
+ -1,
2254
+ 4,
2255
+ 4,
2256
+ -1,
2257
+ -1,
2258
+ 4,
2259
+ -1,
2260
+ -1,
2261
+ 5,
2262
+ 27,
2263
+ 1,
2264
+ 17,
2265
+ 17,
2266
+ 32,
2267
+ -1,
2268
+ 17,
2269
+ 32,
2270
+ -1,
2271
+ -1,
2272
+ -1,
2273
+ 1,
2274
+ 1,
2275
+ 1,
2276
+ -1,
2277
+ 1,
2278
+ 32,
2279
+ 16,
2280
+ 7,
2281
+ -1,
2282
+ -1,
2283
+ 8,
2284
+ -1,
2285
+ 26,
2286
+ -1,
2287
+ 19,
2288
+ -1,
2289
+ -1,
2290
+ -1,
2291
+ 7,
2292
+ 17,
2293
+ 7,
2294
+ -1,
2295
+ 6,
2296
+ 19,
2297
+ -1,
2298
+ 7,
2299
+ -1,
2300
+ -1,
2301
+ 15,
2302
+ 27,
2303
+ 15,
2304
+ 15,
2305
+ 15,
2306
+ 25,
2307
+ -1,
2308
+ 20,
2309
+ 20,
2310
+ 20,
2311
+ 15,
2312
+ 7,
2313
+ 7,
2314
+ -1,
2315
+ 4,
2316
+ 11,
2317
+ 27,
2318
+ -1,
2319
+ 3,
2320
+ 0,
2321
+ 15,
2322
+ -1,
2323
+ 0,
2324
+ 0,
2325
+ 4,
2326
+ 0,
2327
+ 0,
2328
+ 4,
2329
+ 3,
2330
+ -1,
2331
+ 0,
2332
+ 0,
2333
+ 0,
2334
+ 4,
2335
+ 26,
2336
+ 26,
2337
+ 0,
2338
+ 4,
2339
+ 0,
2340
+ 5,
2341
+ 1,
2342
+ 12,
2343
+ -1,
2344
+ 4,
2345
+ 33,
2346
+ -1,
2347
+ 11,
2348
+ 9,
2349
+ 0,
2350
+ 0,
2351
+ 27,
2352
+ -1,
2353
+ -1,
2354
+ 4,
2355
+ -1,
2356
+ -1,
2357
+ 1,
2358
+ 1,
2359
+ -1,
2360
+ -1,
2361
+ 1,
2362
+ 1,
2363
+ 1,
2364
+ 27,
2365
+ -1,
2366
+ 1,
2367
+ 13,
2368
+ 17,
2369
+ 13,
2370
+ 27,
2371
+ -1,
2372
+ 13,
2373
+ -1,
2374
+ 13,
2375
+ 27,
2376
+ 27,
2377
+ 1,
2378
+ 1,
2379
+ 5,
2380
+ 13,
2381
+ 1,
2382
+ 1,
2383
+ 1,
2384
+ -1,
2385
+ -1,
2386
+ 1,
2387
+ -1,
2388
+ -1,
2389
+ 19,
2390
+ 1,
2391
+ -1,
2392
+ 5,
2393
+ -1,
2394
+ -1,
2395
+ 1,
2396
+ 1,
2397
+ 13,
2398
+ -1,
2399
+ 13,
2400
+ -1,
2401
+ 13,
2402
+ -1,
2403
+ 33,
2404
+ 9,
2405
+ -1,
2406
+ -1,
2407
+ -1,
2408
+ -1,
2409
+ 9,
2410
+ 11,
2411
+ -1,
2412
+ -1,
2413
+ 2,
2414
+ 2,
2415
+ 2,
2416
+ -1,
2417
+ 2,
2418
+ 2,
2419
+ 2,
2420
+ -1,
2421
+ 2,
2422
+ 2,
2423
+ 2,
2424
+ 2,
2425
+ 2,
2426
+ -1,
2427
+ 2,
2428
+ 2,
2429
+ 2,
2430
+ -1,
2431
+ 2,
2432
+ -1,
2433
+ -1,
2434
+ 2,
2435
+ 2,
2436
+ 2,
2437
+ -1,
2438
+ 2,
2439
+ 2,
2440
+ -1,
2441
+ 2,
2442
+ 2,
2443
+ 2,
2444
+ -1,
2445
+ -1,
2446
+ 13,
2447
+ 2,
2448
+ -1,
2449
+ 29,
2450
+ 8,
2451
+ 2,
2452
+ 2,
2453
+ -1,
2454
+ -1,
2455
+ 6,
2456
+ -1,
2457
+ -1,
2458
+ 2,
2459
+ 17,
2460
+ -1,
2461
+ 2,
2462
+ 2,
2463
+ 19,
2464
+ -1,
2465
+ -1,
2466
+ 0,
2467
+ 24,
2468
+ -1,
2469
+ 21,
2470
+ -1,
2471
+ -1,
2472
+ -1,
2473
+ 14,
2474
+ -1,
2475
+ 14,
2476
+ 0,
2477
+ 3,
2478
+ 3,
2479
+ 21,
2480
+ 0,
2481
+ 3,
2482
+ 21,
2483
+ 14,
2484
+ 28,
2485
+ 24,
2486
+ 21,
2487
+ 3,
2488
+ 14,
2489
+ 28,
2490
+ 0,
2491
+ 14,
2492
+ 3,
2493
+ 3,
2494
+ 21,
2495
+ 3,
2496
+ 3,
2497
+ 14,
2498
+ -1,
2499
+ 24,
2500
+ 3,
2501
+ 33,
2502
+ 4,
2503
+ 16,
2504
+ 4,
2505
+ -1,
2506
+ 14,
2507
+ 4,
2508
+ 22,
2509
+ -1,
2510
+ 0,
2511
+ 8,
2512
+ 8,
2513
+ 8,
2514
+ 22,
2515
+ -1,
2516
+ -1,
2517
+ -1,
2518
+ 8,
2519
+ 22,
2520
+ 22,
2521
+ -1,
2522
+ 22,
2523
+ 21,
2524
+ 8,
2525
+ 8,
2526
+ 12,
2527
+ 8,
2528
+ 0,
2529
+ 9,
2530
+ 9,
2531
+ -1,
2532
+ 12,
2533
+ 12,
2534
+ -1,
2535
+ 23,
2536
+ 12,
2537
+ 5,
2538
+ -1,
2539
+ 18,
2540
+ -1,
2541
+ 6,
2542
+ -1,
2543
+ 6,
2544
+ -1,
2545
+ 6,
2546
+ -1,
2547
+ 18,
2548
+ 31,
2549
+ -1,
2550
+ 5,
2551
+ 18,
2552
+ 2,
2553
+ 1,
2554
+ 7,
2555
+ 6,
2556
+ -1,
2557
+ 5,
2558
+ -1,
2559
+ 6,
2560
+ 18,
2561
+ -1,
2562
+ 11,
2563
+ 11,
2564
+ -1,
2565
+ -1,
2566
+ -1,
2567
+ -1,
2568
+ 10,
2569
+ -1,
2570
+ -1,
2571
+ 18,
2572
+ 18,
2573
+ 10,
2574
+ 17,
2575
+ 1,
2576
+ 18,
2577
+ 10,
2578
+ -1,
2579
+ 17,
2580
+ 11,
2581
+ 11,
2582
+ 17,
2583
+ 11,
2584
+ 17,
2585
+ -1,
2586
+ -1,
2587
+ 7,
2588
+ -1,
2589
+ 11,
2590
+ 11,
2591
+ -1,
2592
+ -1,
2593
+ 10,
2594
+ 5,
2595
+ 6,
2596
+ 11,
2597
+ 0,
2598
+ 12,
2599
+ -1,
2600
+ 30,
2601
+ 5,
2602
+ 18,
2603
+ 16,
2604
+ -1,
2605
+ -1,
2606
+ 10,
2607
+ 5,
2608
+ -1,
2609
+ 10,
2610
+ -1,
2611
+ -1,
2612
+ -1,
2613
+ 23,
2614
+ 31,
2615
+ 6,
2616
+ 2,
2617
+ -1,
2618
+ -1,
2619
+ -1,
2620
+ 16,
2621
+ 16,
2622
+ -1,
2623
+ 0,
2624
+ 0,
2625
+ 3,
2626
+ -1,
2627
+ 6,
2628
+ 0,
2629
+ -1,
2630
+ 0,
2631
+ 0,
2632
+ 3,
2633
+ 5,
2634
+ 0,
2635
+ 0,
2636
+ 11,
2637
+ -1,
2638
+ 5,
2639
+ 12,
2640
+ 34,
2641
+ 34,
2642
+ 6,
2643
+ -1,
2644
+ 1,
2645
+ 7,
2646
+ 13,
2647
+ 15,
2648
+ 20,
2649
+ 19,
2650
+ 17,
2651
+ -1,
2652
+ 15,
2653
+ -1,
2654
+ 19,
2655
+ -1,
2656
+ 15,
2657
+ -1,
2658
+ 32,
2659
+ 5,
2660
+ 26,
2661
+ -1,
2662
+ 34,
2663
+ -1,
2664
+ -1,
2665
+ 19,
2666
+ -1,
2667
+ -1,
2668
+ 16,
2669
+ -1,
2670
+ -1,
2671
+ -1,
2672
+ -1,
2673
+ 7,
2674
+ -1,
2675
+ -1,
2676
+ 7,
2677
+ 32,
2678
+ 7,
2679
+ -1,
2680
+ 3,
2681
+ -1,
2682
+ 34,
2683
+ 3,
2684
+ -1,
2685
+ 0,
2686
+ -1,
2687
+ -1,
2688
+ 4,
2689
+ 20,
2690
+ 4,
2691
+ 0,
2692
+ 3,
2693
+ 3,
2694
+ -1,
2695
+ 4,
2696
+ 4,
2697
+ 4,
2698
+ 26,
2699
+ 26,
2700
+ 0,
2701
+ 4,
2702
+ 0,
2703
+ 1,
2704
+ -1,
2705
+ 4,
2706
+ -1,
2707
+ 1,
2708
+ 1,
2709
+ 1,
2710
+ 1,
2711
+ 1,
2712
+ 1,
2713
+ 1,
2714
+ 2,
2715
+ 1,
2716
+ 1,
2717
+ -1,
2718
+ 1,
2719
+ 1,
2720
+ -1,
2721
+ -1,
2722
+ 13,
2723
+ 1,
2724
+ -1,
2725
+ 1,
2726
+ 1,
2727
+ -1,
2728
+ -1,
2729
+ 29,
2730
+ 1,
2731
+ 1,
2732
+ 1,
2733
+ 1,
2734
+ -1,
2735
+ 13,
2736
+ 1,
2737
+ -1,
2738
+ 18,
2739
+ 12,
2740
+ 18,
2741
+ 13,
2742
+ 1,
2743
+ 1,
2744
+ 13,
2745
+ -1,
2746
+ 7,
2747
+ 5,
2748
+ 1,
2749
+ -1,
2750
+ 1,
2751
+ -1,
2752
+ 1,
2753
+ -1,
2754
+ 1,
2755
+ 33,
2756
+ 9,
2757
+ -1,
2758
+ -1,
2759
+ -1,
2760
+ -1,
2761
+ 9,
2762
+ 11,
2763
+ 2,
2764
+ -1,
2765
+ 2,
2766
+ -1,
2767
+ 2,
2768
+ 2,
2769
+ 2,
2770
+ 6,
2771
+ -1,
2772
+ 2,
2773
+ -1,
2774
+ 2,
2775
+ 2,
2776
+ 2,
2777
+ -1,
2778
+ 2,
2779
+ 2,
2780
+ 2,
2781
+ -1,
2782
+ 2,
2783
+ 2,
2784
+ -1,
2785
+ 2,
2786
+ 2,
2787
+ -1,
2788
+ -1,
2789
+ -1,
2790
+ -1,
2791
+ 3,
2792
+ 19,
2793
+ 2,
2794
+ 2,
2795
+ 2,
2796
+ 2,
2797
+ 2,
2798
+ -1,
2799
+ 2,
2800
+ 2,
2801
+ 2,
2802
+ 1,
2803
+ -1,
2804
+ 21,
2805
+ 2,
2806
+ 2,
2807
+ 2,
2808
+ -1,
2809
+ -1,
2810
+ -1,
2811
+ 2,
2812
+ 17,
2813
+ 2,
2814
+ 2,
2815
+ 2,
2816
+ -1,
2817
+ 2,
2818
+ 2,
2819
+ -1,
2820
+ 2,
2821
+ -1,
2822
+ 3,
2823
+ 9,
2824
+ 0,
2825
+ 33,
2826
+ -1,
2827
+ 0,
2828
+ 0,
2829
+ 11,
2830
+ 0,
2831
+ 0,
2832
+ 24,
2833
+ 3,
2834
+ 4,
2835
+ 21,
2836
+ -1,
2837
+ 0,
2838
+ 14,
2839
+ 14,
2840
+ 3,
2841
+ 0,
2842
+ 3,
2843
+ 3,
2844
+ 2,
2845
+ 0,
2846
+ 3,
2847
+ 3,
2848
+ 14,
2849
+ 28,
2850
+ 2,
2851
+ 3,
2852
+ -1,
2853
+ -1,
2854
+ -1,
2855
+ 3,
2856
+ 14,
2857
+ 14,
2858
+ 28,
2859
+ 3,
2860
+ 0,
2861
+ 3,
2862
+ 0,
2863
+ 3,
2864
+ 3,
2865
+ 3,
2866
+ 0,
2867
+ 28,
2868
+ 28,
2869
+ 30,
2870
+ 3,
2871
+ 0,
2872
+ 4,
2873
+ 0,
2874
+ -1,
2875
+ 12,
2876
+ 33,
2877
+ 16,
2878
+ -1,
2879
+ -1,
2880
+ 14,
2881
+ 30,
2882
+ 22,
2883
+ -1,
2884
+ 4,
2885
+ 0,
2886
+ 8,
2887
+ 8,
2888
+ 8,
2889
+ 22,
2890
+ -1,
2891
+ 4,
2892
+ -1,
2893
+ -1,
2894
+ 0,
2895
+ 22,
2896
+ 22,
2897
+ 12,
2898
+ 8,
2899
+ 21,
2900
+ 8,
2901
+ 0,
2902
+ 0,
2903
+ 0,
2904
+ 9,
2905
+ 9,
2906
+ 1,
2907
+ 7,
2908
+ -1,
2909
+ -1,
2910
+ -1,
2911
+ -1,
2912
+ 5,
2913
+ -1,
2914
+ -1,
2915
+ -1,
2916
+ 6,
2917
+ 23,
2918
+ 18,
2919
+ 1,
2920
+ -1,
2921
+ 5,
2922
+ 13,
2923
+ 12,
2924
+ 12,
2925
+ 17,
2926
+ 10,
2927
+ 10,
2928
+ -1,
2929
+ -1,
2930
+ 6,
2931
+ -1,
2932
+ -1,
2933
+ 10,
2934
+ 18,
2935
+ 1,
2936
+ -1,
2937
+ -1,
2938
+ 1,
2939
+ -1,
2940
+ 30,
2941
+ 6,
2942
+ 6,
2943
+ 31,
2944
+ 23,
2945
+ 23,
2946
+ 11,
2947
+ -1,
2948
+ 23,
2949
+ 23,
2950
+ 7,
2951
+ 31,
2952
+ 6,
2953
+ 6,
2954
+ 31,
2955
+ 6,
2956
+ -1,
2957
+ 6,
2958
+ -1,
2959
+ -1,
2960
+ 31,
2961
+ -1,
2962
+ -1,
2963
+ 6,
2964
+ -1,
2965
+ -1,
2966
+ 1,
2967
+ 17,
2968
+ 10,
2969
+ 31,
2970
+ 1,
2971
+ 12,
2972
+ -1,
2973
+ 11,
2974
+ 11,
2975
+ 0,
2976
+ 6,
2977
+ 5,
2978
+ -1,
2979
+ 10,
2980
+ -1,
2981
+ 0,
2982
+ 8,
2983
+ -1,
2984
+ 6,
2985
+ -1,
2986
+ 5,
2987
+ 10,
2988
+ 16,
2989
+ 0,
2990
+ 4,
2991
+ 16,
2992
+ 3,
2993
+ 19,
2994
+ -1,
2995
+ 6,
2996
+ 24,
2997
+ 17,
2998
+ -1,
2999
+ 7,
3000
+ -1,
3001
+ 7,
3002
+ 6,
3003
+ 32,
3004
+ 4,
3005
+ -1,
3006
+ 10,
3007
+ 7,
3008
+ -1,
3009
+ -1,
3010
+ -1,
3011
+ -1,
3012
+ 29,
3013
+ -1,
3014
+ -1,
3015
+ -1,
3016
+ -1,
3017
+ 16,
3018
+ -1,
3019
+ 20,
3020
+ 7,
3021
+ 20,
3022
+ 15,
3023
+ 29,
3024
+ 15,
3025
+ 7,
3026
+ 15,
3027
+ 15,
3028
+ -1,
3029
+ 15,
3030
+ -1,
3031
+ -1,
3032
+ 5,
3033
+ 29,
3034
+ 20,
3035
+ 20,
3036
+ 20,
3037
+ 29,
3038
+ -1,
3039
+ 19,
3040
+ -1,
3041
+ 19,
3042
+ 29,
3043
+ -1,
3044
+ -1,
3045
+ -1,
3046
+ 3,
3047
+ 3,
3048
+ -1,
3049
+ 3,
3050
+ 12,
3051
+ 9,
3052
+ 3,
3053
+ 0,
3054
+ -1,
3055
+ 4,
3056
+ 4,
3057
+ 0,
3058
+ 0,
3059
+ 0,
3060
+ 4,
3061
+ 0,
3062
+ -1,
3063
+ 0,
3064
+ 4,
3065
+ 0,
3066
+ -1,
3067
+ -1,
3068
+ 0,
3069
+ 4,
3070
+ -1,
3071
+ -1,
3072
+ -1,
3073
+ 5,
3074
+ 8,
3075
+ -1,
3076
+ 8,
3077
+ 4,
3078
+ 5,
3079
+ 4,
3080
+ 30,
3081
+ 4,
3082
+ 1,
3083
+ 1,
3084
+ 27,
3085
+ 27,
3086
+ 1,
3087
+ 1,
3088
+ 1,
3089
+ -1,
3090
+ -1,
3091
+ 0,
3092
+ 0,
3093
+ 1,
3094
+ 1,
3095
+ 4,
3096
+ 1,
3097
+ 1,
3098
+ 1,
3099
+ 1,
3100
+ 1,
3101
+ 6,
3102
+ -1,
3103
+ 1,
3104
+ -1,
3105
+ 13,
3106
+ 1,
3107
+ 17,
3108
+ 1,
3109
+ 5,
3110
+ -1,
3111
+ 1,
3112
+ 33,
3113
+ 9,
3114
+ -1,
3115
+ -1,
3116
+ -1,
3117
+ -1,
3118
+ 9,
3119
+ 11,
3120
+ 3,
3121
+ -1,
3122
+ 6,
3123
+ 5,
3124
+ -1,
3125
+ 17,
3126
+ -1,
3127
+ -1,
3128
+ -1,
3129
+ 2,
3130
+ 2,
3131
+ 2,
3132
+ 2,
3133
+ -1,
3134
+ 2,
3135
+ 2,
3136
+ 2,
3137
+ 2,
3138
+ 2,
3139
+ 2,
3140
+ -1,
3141
+ -1,
3142
+ 2,
3143
+ 2,
3144
+ -1,
3145
+ -1,
3146
+ -1,
3147
+ -1,
3148
+ -1,
3149
+ 2,
3150
+ 2,
3151
+ -1,
3152
+ 2,
3153
+ 2,
3154
+ 2,
3155
+ 2,
3156
+ 2,
3157
+ -1,
3158
+ -1,
3159
+ 2,
3160
+ 21,
3161
+ 2,
3162
+ 2,
3163
+ -1,
3164
+ -1,
3165
+ 2,
3166
+ -1,
3167
+ 2,
3168
+ -1,
3169
+ 2,
3170
+ -1,
3171
+ -1,
3172
+ 19,
3173
+ -1,
3174
+ -1,
3175
+ -1,
3176
+ 23,
3177
+ -1,
3178
+ -1,
3179
+ 6,
3180
+ -1,
3181
+ 3,
3182
+ 0,
3183
+ 0,
3184
+ 0,
3185
+ -1,
3186
+ 21,
3187
+ 25,
3188
+ 21,
3189
+ 24,
3190
+ -1,
3191
+ 3,
3192
+ 0,
3193
+ 0,
3194
+ 14,
3195
+ -1,
3196
+ 0,
3197
+ 0,
3198
+ 3,
3199
+ 0,
3200
+ 3,
3201
+ 3,
3202
+ 21,
3203
+ 0,
3204
+ 3,
3205
+ 0,
3206
+ 0,
3207
+ 14,
3208
+ 28,
3209
+ 3,
3210
+ 0,
3211
+ -1,
3212
+ -1,
3213
+ 0,
3214
+ 0,
3215
+ 0,
3216
+ 28,
3217
+ 3,
3218
+ 0,
3219
+ 0,
3220
+ 3,
3221
+ 0,
3222
+ 3,
3223
+ 0,
3224
+ 0,
3225
+ 0,
3226
+ 0,
3227
+ 28,
3228
+ 30,
3229
+ -1,
3230
+ 3,
3231
+ 0,
3232
+ 0,
3233
+ -1,
3234
+ 9,
3235
+ 0,
3236
+ -1,
3237
+ 4,
3238
+ 0,
3239
+ -1,
3240
+ 17,
3241
+ 33,
3242
+ 8,
3243
+ -1,
3244
+ 4,
3245
+ 4,
3246
+ 33,
3247
+ 0,
3248
+ 4,
3249
+ 27,
3250
+ 12,
3251
+ 16,
3252
+ -1,
3253
+ -1,
3254
+ 0,
3255
+ 4,
3256
+ 22,
3257
+ -1,
3258
+ 4,
3259
+ 9,
3260
+ 9,
3261
+ 7,
3262
+ 18,
3263
+ 25,
3264
+ -1,
3265
+ -1,
3266
+ 8,
3267
+ 11,
3268
+ 16,
3269
+ -1,
3270
+ 6,
3271
+ 6,
3272
+ 24,
3273
+ -1,
3274
+ 6,
3275
+ 23,
3276
+ -1,
3277
+ 26,
3278
+ -1,
3279
+ 23,
3280
+ 31,
3281
+ 19,
3282
+ 23,
3283
+ 7,
3284
+ -1,
3285
+ 3,
3286
+ 6,
3287
+ 23,
3288
+ 6,
3289
+ 31,
3290
+ 3,
3291
+ 5,
3292
+ 3,
3293
+ -1,
3294
+ -1,
3295
+ 18,
3296
+ -1,
3297
+ 10,
3298
+ -1,
3299
+ 26,
3300
+ 5,
3301
+ 10,
3302
+ 7,
3303
+ -1,
3304
+ 7,
3305
+ 10,
3306
+ 1,
3307
+ 6,
3308
+ 6,
3309
+ -1,
3310
+ 3,
3311
+ -1,
3312
+ 10,
3313
+ 16,
3314
+ 10,
3315
+ -1,
3316
+ 18,
3317
+ 31,
3318
+ -1,
3319
+ -1,
3320
+ 6,
3321
+ -1,
3322
+ -1,
3323
+ -1,
3324
+ 7,
3325
+ 7,
3326
+ -1,
3327
+ 25,
3328
+ 3,
3329
+ -1,
3330
+ 3,
3331
+ -1,
3332
+ 19,
3333
+ -1,
3334
+ -1,
3335
+ 3,
3336
+ -1,
3337
+ 34,
3338
+ 24,
3339
+ 25,
3340
+ -1,
3341
+ 19,
3342
+ 23,
3343
+ 29,
3344
+ -1,
3345
+ 24,
3346
+ -1,
3347
+ 6,
3348
+ 24,
3349
+ 30,
3350
+ 10,
3351
+ -1,
3352
+ 5,
3353
+ 5,
3354
+ -1,
3355
+ 16,
3356
+ 3,
3357
+ 16,
3358
+ 0,
3359
+ 0,
3360
+ 0,
3361
+ 3
3362
+ ],
3363
+ "topic_sizes": {
3364
+ "32": 12,
3365
+ "-1": 564,
3366
+ "5": 50,
3367
+ "7": 45,
3368
+ "17": 24,
3369
+ "13": 25,
3370
+ "26": 14,
3371
+ "25": 16,
3372
+ "15": 25,
3373
+ "20": 19,
3374
+ "31": 13,
3375
+ "10": 27,
3376
+ "29": 13,
3377
+ "2": 128,
3378
+ "23": 17,
3379
+ "19": 20,
3380
+ "18": 21,
3381
+ "6": 48,
3382
+ "4": 66,
3383
+ "0": 153,
3384
+ "11": 26,
3385
+ "3": 123,
3386
+ "1": 146,
3387
+ "9": 29,
3388
+ "16": 24,
3389
+ "24": 17,
3390
+ "12": 26,
3391
+ "14": 25,
3392
+ "21": 18,
3393
+ "28": 14,
3394
+ "30": 13,
3395
+ "22": 18,
3396
+ "8": 31,
3397
+ "27": 14,
3398
+ "34": 10,
3399
+ "33": 11
3400
+ },
3401
+ "topic_mapper": [
3402
+ [
3403
+ -1,
3404
+ -1,
3405
+ -1
3406
+ ],
3407
+ [
3408
+ 0,
3409
+ 0,
3410
+ 9
3411
+ ],
3412
+ [
3413
+ 1,
3414
+ 1,
3415
+ 33
3416
+ ],
3417
+ [
3418
+ 2,
3419
+ 2,
3420
+ 22
3421
+ ],
3422
+ [
3423
+ 3,
3424
+ 3,
3425
+ 14
3426
+ ],
3427
+ [
3428
+ 4,
3429
+ 4,
3430
+ 28
3431
+ ],
3432
+ [
3433
+ 5,
3434
+ 5,
3435
+ 11
3436
+ ],
3437
+ [
3438
+ 6,
3439
+ 6,
3440
+ 26
3441
+ ],
3442
+ [
3443
+ 7,
3444
+ 7,
3445
+ 4
3446
+ ],
3447
+ [
3448
+ 8,
3449
+ 8,
3450
+ 12
3451
+ ],
3452
+ [
3453
+ 9,
3454
+ 9,
3455
+ 0
3456
+ ],
3457
+ [
3458
+ 10,
3459
+ 10,
3460
+ 30
3461
+ ],
3462
+ [
3463
+ 11,
3464
+ 11,
3465
+ 3
3466
+ ],
3467
+ [
3468
+ 12,
3469
+ 12,
3470
+ 25
3471
+ ],
3472
+ [
3473
+ 13,
3474
+ 13,
3475
+ 16
3476
+ ],
3477
+ [
3478
+ 14,
3479
+ 14,
3480
+ 8
3481
+ ],
3482
+ [
3483
+ 15,
3484
+ 15,
3485
+ 34
3486
+ ],
3487
+ [
3488
+ 16,
3489
+ 16,
3490
+ 5
3491
+ ],
3492
+ [
3493
+ 17,
3494
+ 17,
3495
+ 21
3496
+ ],
3497
+ [
3498
+ 18,
3499
+ 18,
3500
+ 24
3501
+ ],
3502
+ [
3503
+ 19,
3504
+ 19,
3505
+ 19
3506
+ ],
3507
+ [
3508
+ 20,
3509
+ 20,
3510
+ 32
3511
+ ],
3512
+ [
3513
+ 21,
3514
+ 21,
3515
+ 18
3516
+ ],
3517
+ [
3518
+ 22,
3519
+ 22,
3520
+ 27
3521
+ ],
3522
+ [
3523
+ 23,
3524
+ 23,
3525
+ 13
3526
+ ],
3527
+ [
3528
+ 24,
3529
+ 24,
3530
+ 17
3531
+ ],
3532
+ [
3533
+ 25,
3534
+ 25,
3535
+ 1
3536
+ ],
3537
+ [
3538
+ 26,
3539
+ 26,
3540
+ 23
3541
+ ],
3542
+ [
3543
+ 27,
3544
+ 27,
3545
+ 15
3546
+ ],
3547
+ [
3548
+ 28,
3549
+ 28,
3550
+ 20
3551
+ ],
3552
+ [
3553
+ 29,
3554
+ 29,
3555
+ 7
3556
+ ],
3557
+ [
3558
+ 30,
3559
+ 30,
3560
+ 29
3561
+ ],
3562
+ [
3563
+ 31,
3564
+ 31,
3565
+ 10
3566
+ ],
3567
+ [
3568
+ 32,
3569
+ 32,
3570
+ 2
3571
+ ],
3572
+ [
3573
+ 33,
3574
+ 33,
3575
+ 31
3576
+ ],
3577
+ [
3578
+ 34,
3579
+ 34,
3580
+ 6
3581
+ ]
3582
+ ],
3583
+ "topic_labels": {
3584
+ "-1": "-1_growth rate_immersive_subscriber_future",
3585
+ "0": "0_expense growth_quarter versus_operating margin_lower expected",
3586
+ "1": "1_going forward_pricing actions_we\u00e2 ve_latin america",
3587
+ "2": "2_distributed computing_process automation_windows 11_power platform",
3588
+ "3": "3_strong prior_continued strength_benefiting_revenue increased",
3589
+ "4": "4_revenue growth_growth cable_growth sequentially_operating results",
3590
+ "5": "5_growth strategy_profitability_efficiencies_resilience",
3591
+ "6": "6_innovate_diversify_expanding opportunity_leveraging",
3592
+ "7": "7_personalizing experiences_transformative_experiences make_unparalleled",
3593
+ "8": "8_growth continued_strong job_demand strong_revenue growth",
3594
+ "9": "9_guidance provided_year 2022_integration costs_reopening",
3595
+ "10": "10_unwavering_reinvention_human connection_strategic investments",
3596
+ "11": "11_disneyland paris_entire quarter_including shanghai_navigating",
3597
+ "12": "12_staffing issues_shutdowns china_quarter diluted_onset pandemic",
3598
+ "13": "13_strong demand_really strong_growth driving_great content",
3599
+ "14": "14_improvement cloud_increased slightly_improvements azure_margin businesses",
3600
+ "15": "15_star wars_pixar_jungle cruise_franchises including",
3601
+ "16": "16_consistently strong_continued growth_strong revenue_strong quarter",
3602
+ "17": "17_optimize_believe prudent_singularly focused_enhancements",
3603
+ "18": "18_customer experience_consumer products_iced coffee_coffee innovation",
3604
+ "19": "19_strong food_diverse customer_strategically manage_growth digital",
3605
+ "20": "20_espn advertising_continue perform_entertainment titles_nba finals",
3606
+ "21": "21_innovation driving_growth continued_drive healthy_advanced security",
3607
+ "22": "22_revenue growth_segment revenue_enterprise services_productivity business",
3608
+ "23": "23_customizing_experience possible_connect enables_feel good",
3609
+ "24": "24_strong annuity_significant growth_strong execution_demand strong",
3610
+ "25": "25_driven growth_rewards program_growth asia_new stores",
3611
+ "26": "26_million subscriptions_million subscribers_sales mix_paid subscribers",
3612
+ "27": "27_intensify_remain stable_stronger expected_fy2022",
3613
+ "28": "28_increased slightly_increased constant_income increased_increased 22",
3614
+ "29": "29_resonating_windows 11_disneyland paris_alluded",
3615
+ "30": "30_growing demand_increase versus_support growing_simplifying",
3616
+ "31": "31_experiences make_accretive business_integrations teams_connect enables",
3617
+ "32": "32_excellence innovation_strong momentum_innovation audience_storytelling excellence",
3618
+ "33": "33_metrics_non gaap_currency dollars_fiscal 2022",
3619
+ "34": "34_robust demand_strong performance_driven growth_growth global"
3620
+ },
3621
+ "custom_labels": [
3622
+ "Outliers",
3623
+ "Decreased Operating Income and Higher Expenses",
3624
+ "Cost Drivers and Pricing Strategy",
3625
+ "Digital Transformation",
3626
+ "Revenue Growth and Performance",
3627
+ "Operating Results and Revenue Performance",
3628
+ "Resilience and Growth Strategy in Challenging Times",
3629
+ "Driving Growth through Innovation and Expansion",
3630
+ "Transforming Entertainment through Unparalleled Storytelling",
3631
+ "Sustained Growth and Engagement in Gaming and Office Consumer",
3632
+ "Forward-looking Statements and Cautionary Statements",
3633
+ "Commitment to Reinvention and Partner Support",
3634
+ "Impact of Pandemic on Disney Theme Parks",
3635
+ "Supply Chain Disruptions and Inflationary Costs during Omicron Variant",
3636
+ "Strong Demand and Increased Per Capita Spending",
3637
+ "Improved Gross Margin Percentage in Cloud Services",
3638
+ "Upcoming Content Expansion and Exciting Releases",
3639
+ "Revenue Growth and Performance",
3640
+ "Commitment to Reinvention and Partner Support",
3641
+ "Digital Engagement",
3642
+ "Audience Engagement",
3643
+ "Sports Broadcasting and Streaming Success",
3644
+ "Microsoft Windows Commercial Products and Cloud Services Growth",
3645
+ "Microsoft Revenue Outlook by Business Segments",
3646
+ "Digital Rewards and Enhanced Customer Experience",
3647
+ "Microsoft Windows Commercial Products and Cloud Services Growth",
3648
+ "Expansion in China",
3649
+ "Continuous Growth of Subscriptions and ESPN+",
3650
+ "Continuous Growth of Subscriptions and ESPN+",
3651
+ "Significant Growth in Operating Income and Expenses",
3652
+ "Successful Launch of Disney+ Ad-Supported Subscription",
3653
+ "Investment in Cloud Services to Meet Growing Demand",
3654
+ "Reinventing Retail Partner Experience for Growth",
3655
+ "Driving Performance and Innovation through Strategic Investments",
3656
+ "Currency-Based Outlook for Performance Forecasting",
3657
+ "Strong Revenue Growth in Channel Development"
3658
+ ],
3659
+ "_outliers": 1,
3660
+ "topic_aspects": {}
3661
+ }