Pipeline for Gathering and Saving Data to SQLite (New database model).ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "db9545eb",
   "metadata": {},
   "source": [
    "### Steps\n",
    "- Use a list of **app_id** to get info from Steam crawler and insert **app_id**, **game_name**, **header_img_url**, **total_positive**, **total_negative**, **total_reviews** into table **games** and insert **game_id**, **review**, **recommended**, **time** into table **reviews**.\n",
    "- Preprocess **review** in table **reviews** (add_missing_punct, replace_bullets, remove_url, remove_html_tags, normalize_single_quote, remove_non_ascii, remove_ansi_escape_sequences, remove_multi_whitespaces), then tokenize_sent and remove_leading_symbols to insert **review_id**, **sent** into table **sents**. \n",
    "- Preprocess **sent** in table **sents** (lowercase, expand contractions, remove_digits, remove_symbols, remove_multi_whitespaces, lemmatize_text, remove_stopwords) to create **sent_prep** in table **sents**.\n",
    "- Use **sent_prep**, **review_id** in table **sents** to insert **review_prep** in table **reviews** by joining **sent_prep**.\n",
    "- Use **review_prep** in table **reviews** to calculate special bigrams frequency, get 50 most frequent keywords.\n",
    "- Insert **kw**, **freq** into table **kws**.\n",
    "- Embed 50 keywords using S-BERT and cluster them using agglomerative clustering with a distance_threshold=0.6. \n",
    "\t- Insert **cluster_name** (name of the most frequent keyword in cluster) into table **clusters**.\n",
    "\t- Insert **cluster_id** in table **kws**.\n",
    "- Loop through **sent_prep** in table **sents**, fuzzy-match each **kw** in table **kws**. \n",
    "    - Insert **cluster_id**, **sent_id** in table **clusters_sents**t to link table **clusters** and **sents**."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9d1c2602",
   "metadata": {},
   "source": [
    "### Step 1:"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fbc5a441",
   "metadata": {},
   "source": [
    "- Use a list of **app_id** to get info from Steam crawler and insert **app_id**, **game_name**, **header_img_url**, **total_positive**, **total_negative**, **total_reviews** into table **games** and insert **game_id** (fk), **review**, **recommended**, **time** into table **reviews**."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "38323474",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-08-19 22:00:11,585 loading file C:\\Users\\HuyTran\\.flair\\models\\sentiment-en-mix-distillbert_4.pt\n",
      "2021-08-19 22:00:14,959 loading file C:\\Users\\HuyTran\\.flair\\models\\sentiment-en-mix-ft-rnn.pt\n"
     ]
    }
   ],
   "source": [
    "import requests \n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "import download_steam_reviews\n",
    "\n",
    "import sqlite3\n",
    "\n",
    "import re\n",
    "from bs4 import BeautifulSoup\n",
    "\n",
    "import spacy\n",
    "\n",
    "from nltk.corpus import stopwords\n",
    "\n",
    "from sklearn.feature_extraction.text import CountVectorizer, TfidfVectorizer, TfidfTransformer\n",
    "\n",
    "from sentence_transformers import SentenceTransformer\n",
    "embedder = SentenceTransformer('paraphrase-MiniLM-L6-v2')\n",
    "\n",
    "from sklearn.cluster import AgglomerativeClustering\n",
    "\n",
    "from fuzzysearch import find_near_matches\n",
    "\n",
    "from textblob import TextBlob\n",
    "from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer\n",
    "import flair\n",
    "\n",
    "sentiment_model = flair.models.TextClassifier.load('sentiment')\n",
    "sentiment_model_fast = flair.models.TextClassifier.load('sentiment-fast')\n",
    "senti_analyzer = SentimentIntensityAnalyzer()\n",
    "\n",
    "import pickle\n",
    "\n",
    "import plotly.express as px\n",
    "import plotly.graph_objects as go\n",
    "\n",
    "from sklearn.cluster import KMeans\n",
    "import hdbscan\n",
    "from summa.summarizer import summarize\n",
    "\n",
    "from scipy.cluster.vq import vq\n",
    "\n",
    "from sklearn.decomposition import PCA\n",
    "from sklearn.manifold import TSNE\n",
    "# import umap.umap_ as umap\n",
    "\n",
    "from tqdm import tqdm\n",
    "\n",
    "from collections import Counter\n",
    "\n",
    "from fuzzywuzzy import fuzz, process\n",
    "\n",
    "from spacy import displacy\n",
    "\n",
    "from pprint import pprint\n",
    "\n",
    "from sumy.parsers.plaintext import PlaintextParser\n",
    "from sumy.nlp.tokenizers import Tokenizer\n",
    "from sumy.summarizers.lex_rank import LexRankSummarizer\n",
    "from sumy.summarizers.text_rank import TextRankSummarizer\n",
    "from sumy.nlp.stemmers import Stemmer\n",
    "from sumy.utils import get_stop_words\n",
    "from sumy.summarizers.lsa import LsaSummarizer\n",
    "from sumy.summarizers.luhn import LuhnSummarizer\n",
    "from sumy.summarizers.sum_basic import SumBasicSummarizer\n",
    "\n",
    "import plotly.graph_objects as go\n",
    "from math import ceil"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "f11a1a99",
   "metadata": {},
   "outputs": [],
   "source": [
    "conn = sqlite3.connect('./data/steam_reviews_new.db') \n",
    "cursor = conn.cursor()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "b80fb766",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 428550 - Momodora: Reverie under the Moonlight\n",
    "# 367520 - Hollow Knight \n",
    "# 736260 - Baba Is You \n",
    "# 501300 - What Remains of Edith Finch\n",
    "# 504230 - Celeste\n",
    "# 22000 - World of Goo\n",
    "# 40700 - Machinarium\n",
    "# 26800 - Braid\n",
    "# 1222700 - A Way Out\n",
    "# 1225570 - Unravel Two\n",
    "app_ids = [428550, 367520, 736260, 501300, 504230, 22000, 40700, 26800, 1222700, 1225570]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "0f35a569",
   "metadata": {},
   "outputs": [],
   "source": [
    "### get game_name ###\n",
    "\n",
    "def get_app_list(): \n",
    "    app_list_url = 'https://api.steampowered.com/ISteamApps/GetAppList/v2/'\n",
    "    resp_data = requests.get(app_list_url)\n",
    "    return resp_data.json()\n",
    "\n",
    "def get_name(app_id, app_list): \n",
    "    for app in app_list['applist']['apps']: \n",
    "        if app['appid'] == app_id: \n",
    "            return app['name']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "78465edf",
   "metadata": {},
   "outputs": [],
   "source": [
    "### get header_img_url  \n",
    "\n",
    "def get_header_img_url(app_id): \n",
    "    return f'https://cdn.cloudflare.steamstatic.com/steam/apps/{app_id}/header.jpg'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "0442bd36",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_text_length(text): \n",
    "    return len(set(text.split(' ')))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "f6d7fbf3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[appID = 1145360] expected #reviews = 85063\n",
      "502 Bad Gateway for appID = 1145360 and cursor = AoJ4i+rv0/oCeuSj7QI=. Cooldown: 10 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "502 Bad Gateway for appID = 1145360 and cursor = AoJwhPXv/e4Cfpvt4wE=. Cooldown: 10 seconds\n",
      "[appID = 275850] expected #reviews = 126533\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJ4zYu8+voCca/C8AI=. Cooldown: 10 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJ4k+2IsvYCdfuougI=. Cooldown: 10 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJw38ibgfYCe4bAsQI=. Cooldown: 10 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJ41pXYo/MCe+z9lAI=. Cooldown: 10 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJwmrjRr/ACdcut8wE=. Cooldown: 10 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJ4oIC1yOwCdfer0AE=. Cooldown: 10 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJ4uobn/OQCfK61pwE=. Cooldown: 10 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJ4+Ziv4dYCdsXxXw==. Cooldown: 10 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJwvuqCy9YCfOudXw==. Cooldown: 10 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJw543mxdYCdeeJXw==. Cooldown: 10 seconds\n",
      "Number of queries 150 reached. Cooldown: 310 seconds\n",
      "502 Bad Gateway for appID = 275850 and cursor = AoJ4zLORwNYCfLPnXg==. Cooldown: 10 seconds\n"
     ]
    }
   ],
   "source": [
    "### get total_positive, total_negative, total_reviews in Crawler for table games \n",
    "### get game_id, review, recommended, time in Crawler for table games \n",
    "\n",
    "app_list = get_app_list()\n",
    "\n",
    "request_params = {\n",
    "    'language': 'english'\n",
    "}\n",
    "\n",
    "# load or download new (maximum ~5000 newest reviews)\n",
    "load_mode = False\n",
    "\n",
    "for app_id in app_ids: \n",
    "    game_tuples = [] \n",
    "\n",
    "    game_name = get_name(app_id, app_list)\n",
    "    \n",
    "    header_img_url = get_header_img_url(app_id)\n",
    "\n",
    "    \n",
    "    if load_mode: \n",
    "        review_dict = download_steam_reviews.load_review_dict(app_id)['reviews'].values()\n",
    "    else: \n",
    "        review_dict = download_steam_reviews.download_reviews_for_app_id(app_id, \n",
    "                                                                     chosen_request_params=request_params)[0]['reviews'].values()\n",
    "    \n",
    "    with conn:\n",
    "        cursor.execute(\"\"\"INSERT INTO games (app_id, game_name, header_img_url) VALUES (?, ?, ?);\"\"\", \n",
    "                       (app_id, game_name, header_img_url))\n",
    "    \n",
    "    # get game_id (fk) for table reviews\n",
    "    game_id = cursor.execute(\"\"\"SELECT game_id FROM games WHERE app_id=?;\"\"\", (app_id,)).fetchone()[0] \n",
    "    \n",
    "    review_tuples = []\n",
    "    \n",
    "    for review_dict_value in review_dict:     \n",
    "        review = review_dict_value['review']\n",
    "        recommended = 1 if review_dict_value['voted_up'] else 0\n",
    "        time = review_dict_value['timestamp_updated']\n",
    "        \n",
    "        review_tuples.append((review, recommended, time, game_id))\n",
    "        \n",
    "        \n",
    "#         if get_text_length(review) < 3:\n",
    "#             print(f'> {review}')\n",
    "            \n",
    "    \n",
    "    with conn:\n",
    "        cursor.executemany(\"\"\"INSERT INTO reviews (review, recommended, time, game_id) VALUES \n",
    "                                (?, ?, ?, ?);\"\"\", review_tuples)    "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e4f39413",
   "metadata": {},
   "source": [
    "### Step 2:"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c05092c7",
   "metadata": {},
   "source": [
    "- Preprocess **review** in table **reviews** (add_missing_punct, replace_bullets, remove_url, remove_html_tags, normalize_single_quote, remove_non_ascii, remove_ansi_escape_sequences, remove_multi_whitespaces), then tokenize_sent and remove_leading_symbols to insert **review_id**, **sent** into table **sents**. \n",
    "- Preprocess **sent** in table **sents** (lowercase, expand contractions, remove_digits, remove_symbols, remove_multi_whitespaces, lemmatize_text, remove_stopwords) to insert **sent_prep** in table **sents**.\n",
    "- Use **sent_prep**, **review_id** in table **sents** to insert **review_prep** in table **reviews** by joining **sent_prep**.\n",
    "        \n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "id": "ada075ea",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_reviews = pd.read_sql_query(\"\"\"SELECT review_id, review, game_id \n",
    "                    FROM reviews JOIN games USING(game_id);\"\"\", conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "id": "b2548b65",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>review_id</th>\n",
       "      <th>review</th>\n",
       "      <th>game_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Metroidvania with some influences from Dark So...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>It's ok. Frustrating mechanics turned me off o...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>Cat</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>Has problems but overall pretty good. I'd sugg...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>This is a very good and very short game. If yo...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277499</th>\n",
       "      <td>277500</td>\n",
       "      <td>Quite nice, actually.</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277500</th>\n",
       "      <td>277501</td>\n",
       "      <td>Rest in peace Harambe. Your name will always b...</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277501</th>\n",
       "      <td>277502</td>\n",
       "      <td>1ST PUBLIC REVIEW!\\n\\nEDIT: Quick tips, left c...</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277502</th>\n",
       "      <td>277503</td>\n",
       "      <td>Its pretty good tbh\\nEDIT: Its pretty good but...</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277503</th>\n",
       "      <td>277504</td>\n",
       "      <td>yeah m8, this is gr8, no d-b8 i r8 it an 8 i h...</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>277504 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        review_id                                             review  game_id\n",
       "0               1  Metroidvania with some influences from Dark So...        1\n",
       "1               2  It's ok. Frustrating mechanics turned me off o...        1\n",
       "2               3                                                Cat        1\n",
       "3               4  Has problems but overall pretty good. I'd sugg...        1\n",
       "4               5  This is a very good and very short game. If yo...        1\n",
       "...           ...                                                ...      ...\n",
       "277499     277500                              Quite nice, actually.       12\n",
       "277500     277501  Rest in peace Harambe. Your name will always b...       12\n",
       "277501     277502  1ST PUBLIC REVIEW!\\n\\nEDIT: Quick tips, left c...       12\n",
       "277502     277503  Its pretty good tbh\\nEDIT: Its pretty good but...       12\n",
       "277503     277504  yeah m8, this is gr8, no d-b8 i r8 it an 8 i h...       12\n",
       "\n",
       "[277504 rows x 3 columns]"
      ]
     },
     "execution_count": 166,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_reviews"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "de03b913",
   "metadata": {},
   "outputs": [],
   "source": [
    "def add_missing_punct(text): \n",
    "    return re.sub('([A-Za-z0-9])\\s*(\\n+|$)', '\\g<1>. ', text)\n",
    "\n",
    "\n",
    "def replace_bullets(text): \n",
    "    text = re.sub('([A-Za-z0-9])\\s*\\n+\\s*[+-]?\\s*', '\\g<1>. ', text)\n",
    "    text = re.sub('\\s*([:+-]+)\\s*\\n+\\s*[+-]?\\s*', '. ', text) \n",
    "    return text\n",
    "    \n",
    "def replace_colons(text): \n",
    "    return re.sub('\\s*:\\s*(\\n+)\\s*', '.\\g<1>', text) \n",
    "    \n",
    "# remove url from text\n",
    "def remove_url(text):\n",
    "    return re.sub(r\"http\\S+\", ' ', text)\n",
    "\n",
    "\n",
    "def remove_square_brackets(text): \n",
    "    return re.sub('\\[(.*?)\\]', ' ', text)\n",
    "\n",
    "# remove HTML tags\n",
    "def remove_html_tags(text):\n",
    "    soup = BeautifulSoup(text, \"lxml\")\n",
    "    text = soup.get_text()  \n",
    "    return text\n",
    "\n",
    "\n",
    "# replace ’ with ' \n",
    "def normalize_single_quote(text):\n",
    "    return re.sub('[’‘]', '\\'', text)\n",
    "\n",
    "\n",
    "# remove non english characters effectively\n",
    "def remove_non_ascii(text): \n",
    "    return text.encode(\"ascii\", errors=\"ignore\").decode()\n",
    "    \n",
    "    \n",
    "# remove ANSI escape sequences\n",
    "def remove_ansi_escape_sequences(text):\n",
    "    ansi_escape = re.compile(r'(?:\\x1B[@-_]|[\\x80-\\x9F])[0-?]*[ -/]*[@-~]')\n",
    "    return ansi_escape.sub('', text)\n",
    "    \n",
    "    \n",
    "# remove multiple whitespaces with single whitespace\n",
    "def remove_multi_whitespaces(text): \n",
    "    return re.sub('\\s+', ' ', text.strip())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "0510427c",
   "metadata": {},
   "outputs": [],
   "source": [
    "def remove_bullet_nums(sent): \n",
    "    return re.sub('^\\s*\\d+\\s*[.\\)]+\\s*([^\\d])', '\\g<1>', sent)\n",
    "\n",
    "def remove_leading_symbols(sent):\n",
    "    return re.sub('^[^A-Za-z\\\"\\'\\d]+', '', sent)\n",
    "\n",
    "def uppercase_first(sent): \n",
    "    return sent[0].upper() + sent[1:] if len(sent) != 0 else sent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "id": "ddb6cfec",
   "metadata": {},
   "outputs": [],
   "source": [
    "# ['transformer', 'parser']\n",
    "# ['tok2vec', 'parser']\n",
    "# ['sentencizer']\n",
    "\n",
    "nlp = spacy.load(\"en_core_web_lg\")\n",
    "nlp.add_pipe(\"sentencizer\")\n",
    "\n",
    "def tokenize_sent(text, pipes=['tok2vec', 'parser']):\n",
    "    with nlp.select_pipes(enable=pipes):\n",
    "        doc = nlp(text)\n",
    "        sents = [str(sent).strip() for sent in doc.sents]\n",
    "    return sents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "id": "4fb5fad0",
   "metadata": {},
   "outputs": [],
   "source": [
    "def lowercase(text):\n",
    "    return text.lower()\n",
    "\n",
    "def expand_contractions(text):\n",
    "    for key in contractions:\n",
    "        value = contractions[key]\n",
    "        text = text.replace(key, value)\n",
    "    return text\n",
    "\n",
    "# remove digits \n",
    "def remove_digits(text): \n",
    "    return re.sub('\\d+', ' ', text)\n",
    "\n",
    "# remove symbols \n",
    "def remove_symbols(text):\n",
    "    return re.sub('[^A-Za-z,.\\s\\d]+', ' ', text)\n",
    "\n",
    "# lemmatization with spacy \n",
    "def lemmatize_text(text): \n",
    "    doc = nlp(text, disable=['parser','ner'])\n",
    "    lemma = [token.lemma_ for token in doc if token.pos_ != 'PUNCT']\n",
    "    return ' '.join(lemma)\n",
    "\n",
    "# remove stop words \n",
    "def remove_stopwords(text, word_list=[]):\n",
    "    stop_words = stopwords.words(\"english\")\n",
    "    stop_words.extend(word_list)\n",
    "    stop_words = set(stop_words)\n",
    "    return ' '.join(e.lower() for e in text.split() if e.lower() not in stop_words)\n",
    "\n",
    "def get_extra_stopwords(game_name): \n",
    "    stopwords = set(['game', 'lot', 'bit', 'way '])\n",
    "    doc = nlp(game_name, disable=['parser', 'ner'])\n",
    "    for token in doc: \n",
    "        if token.pos_ not in {'PUNCT', 'NUM'}:\n",
    "            stopwords.add(token.text.lower())\n",
    "    return stopwords"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "id": "7cbd13ae",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda3\\envs\\steam_insider\\lib\\site-packages\\bs4\\__init__.py:336: MarkupResemblesLocatorWarning:\n",
      "\n",
      "\"...  \" looks like a filename, not markup. You should probably open this file and pass the filehandle into Beautiful Soup.\n",
      "\n",
      "D:\\Anaconda3\\envs\\steam_insider\\lib\\site-packages\\ipykernel_launcher.py:20: DeprecationWarning:\n",
      "\n",
      "The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "sent_tuples = set()\n",
    "\n",
    "# filter out short reviews (len < 3)\n",
    "df_reviews = df_reviews[df_reviews.apply(lambda x: get_text_length(x['review']) > 2, axis=1)]\n",
    "\n",
    "for game_id in [11, 12]:\n",
    "# for game_id in df_reviews['game_id'].unique():\n",
    "    df_reviews_game = df_reviews[df_reviews['game_id'] == game_id]\n",
    "    \n",
    "    reviews_game_cleaned = df_reviews_game['review'].map(remove_square_brackets)\\\n",
    "                        .map(remove_html_tags)\\\n",
    "                        .map(remove_url)\\\n",
    "                        .map(normalize_single_quote)\\\n",
    "                        .map(remove_non_ascii)\\\n",
    "                        .map(remove_ansi_escape_sequences)\\\n",
    "                        .map(add_missing_punct)\\\n",
    "                        .map(replace_colons)\n",
    "    \n",
    "    for review_id, review in zip(df_reviews_game['review_id'], reviews_game_cleaned):\n",
    "        sents = pd.Series(tokenize_sent(review)).map(remove_bullet_nums)\\\n",
    "                                                .map(remove_leading_symbols)\\\n",
    "                                                .map(uppercase_first)\\\n",
    "                                                .map(add_missing_punct)\\\n",
    "                                                .map(remove_multi_whitespaces)\\\n",
    "        \n",
    "        # filter out short sentences (len < 3) and sentences with uneven number of \", ), ( \n",
    "        for sent in sents:\n",
    "            if get_text_length(sent) > 2 and sent.count('\"') % 2 == 0 and sent.count('(') == sent.count(')'):\n",
    "                sent_tuples.add((review_id, sent))\n",
    "                \n",
    "sent_tuples = list(sent_tuples)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 181,
   "id": "32e14c68",
   "metadata": {},
   "outputs": [],
   "source": [
    "# with conn:\n",
    "#     cursor.executemany(\"\"\"INSERT INTO sents (review_id, sent, sent_prep) VALUES \n",
    "#                         (?, ?, ?);\"\"\", sent_tuples)    \n",
    "\n",
    "with conn:\n",
    "    cursor.executemany(\"\"\"INSERT INTO sents (review_id, sent) VALUES \n",
    "                        (?, ?);\"\"\", sent_tuples)    "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "62ec89bc",
   "metadata": {},
   "source": [
    "### Step 3: \n",
    "- Use **review_prep** in table **reviews** to calculate special bigrams frequency, get 50 most frequent keywords.\n",
    "- Insert **kw**, **freq** into table **kws**.\n",
    "- Embed 50 keywords using S-BERT and cluster them using agglomerative clustering with a distance_threshold=0.6. \n",
    "\t- Insert **cluster_name** (name of the most frequent keyword in cluster) into table **clusters**.\n",
    "\t- Insert **cluster_id** in table **kws**."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 251,
   "id": "16dee0ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_sents_ = pd.read_sql_query(\"\"\"SELECT sent, sent_id, game_id\n",
    "                    FROM sents JOIN reviews USING(review_id) JOIN games USING(game_id);\"\"\", conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 223,
   "id": "d44adb68",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_tokens_index_dict(string):\n",
    "    index_dict = {}\n",
    "    index = 0 \n",
    "    for i, char in enumerate(string): \n",
    "        if char == ' ':\n",
    "            index += 1\n",
    "        else: \n",
    "            index_dict[i] = index\n",
    "    \n",
    "    return index_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 224,
   "id": "880d4c3e",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_stopwords(word_list=[]):\n",
    "    stopwords = nlp.Defaults.stop_words.copy()  \n",
    "    stopwords |= set(word_list)\n",
    "    return stopwords"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 225,
   "id": "48e21007",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_pos_tags(tokens): \n",
    "    pos_tags = []\n",
    "    \n",
    "    for token in tokens: \n",
    "        if token.text == ',':\n",
    "            pos_tags.append('COMMA')\n",
    "        elif token.text == '-': \n",
    "            pos_tags.append('HYPHEN')\n",
    "        elif token.text.lower() in stop_words: \n",
    "            pos_tags.append('STOP')\n",
    "        elif token.pos_ in ('NOUN', 'PROPN'):\n",
    "            pos_tags.append('NOUN')\n",
    "        else: \n",
    "            pos_tags.append(token.pos_)\n",
    "    \n",
    "    return pos_tags"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 226,
   "id": "cf0398cb",
   "metadata": {},
   "outputs": [],
   "source": [
    "nlp = spacy.load(\"en_core_web_trf\")\n",
    "nlp.add_pipe(\"sentencizer\")\n",
    "\n",
    "def get_kws_sent_ids(df_sents):\n",
    "    kws_sent_ids = set()\n",
    "\n",
    "    noun_types = set(['NOUN', 'PROPN'])\n",
    "    adj_types = set(['ADJ'])\n",
    "    pattern = re.compile('(ADJ (COMMA ADJ )*)*(NOUN (HYPHEN NOUN )*(HYPHEN )?)*NOUN')\n",
    "\n",
    "    for sent, sent_id in zip(df_sents['sent'], df_sents['sent_id']): \n",
    "        with nlp.select_pipes(enable=['transformer', 'tagger', 'attribute_ruler']):\n",
    "            doc = nlp(sent)\n",
    "\n",
    "        tokens = [token.text for token in doc]\n",
    "        tags_str = ' '.join(get_pos_tags([token for token in doc]))\n",
    "        tokens_index_dict = get_tokens_index_dict(tags_str)\n",
    "        matches = pattern.finditer(tags_str)\n",
    "        \n",
    "        for match in matches: \n",
    "            tags = [elem for elem in match.group(0).split()]\n",
    "            \n",
    "            index = match.start()\n",
    "            \n",
    "            kw = []\n",
    "            \n",
    "            for i, tag in enumerate(tags): \n",
    "                kw_token = tokens[tokens_index_dict[index]]\n",
    "                \n",
    "                index += len(tag) + 1\n",
    "                \n",
    "                if tag in ('NOUN', 'ADJ'):\n",
    "                    kw.append(kw_token.lower())\n",
    "                \n",
    "            kw = ' '.join(kw)\n",
    "            \n",
    "            if len(kw) > 1: \n",
    "                kws_sent_ids.add((kw, sent_id))\n",
    "            \n",
    "        if len(kws_sent_ids) % 1000 == 0:\n",
    "            print(f'Processed {len(kws_sent_ids)}')\n",
    "    \n",
    "    return kws_sent_ids"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 227,
   "id": "56d23685",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_kws_sent_ids_group(kws_sent_ids):\n",
    "    res={}\n",
    "    \n",
    "    for kw_sent_id in kws_sent_ids:\n",
    "        if kw_sent_id[0] not in res:\n",
    "            res[kw_sent_id[0]] = [kw_sent_id[1]]\n",
    "        else:\n",
    "            res[kw_sent_id[0]].append(kw_sent_id[1])\n",
    "            \n",
    "    return res"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 228,
   "id": "8c35995d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get the list of biggest clusters \n",
    "def get_biggest_clusters(kw_clusters, top_n=50):\n",
    "    cluster_nums_sizes = []\n",
    "\n",
    "    for cluster_num, kws_sent_ids in kw_clusters.items():\n",
    "        if cluster_num != -1:\n",
    "            cluster_size = sum([len(kw_sent_ids[1]) for kw_sent_ids in kws_sent_ids])\n",
    "            cluster_nums_sizes.append((cluster_num, cluster_size))\n",
    "\n",
    "    cluster_nums_sizes_sorted = sorted(cluster_nums_sizes, key=lambda x: x[1], reverse=True)\n",
    "    return set([cluster_num_size[0] for cluster_num_size in cluster_nums_sizes_sorted[:top_n]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 229,
   "id": "c14c1779",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get the current auto-increment id of a primary key of a table\n",
    "def get_current_auto_pk(table_name):\n",
    "    with conn:\n",
    "        cursor.execute(f\"SELECT seq FROM sqlite_sequence WHERE name='{table_name}'\")\n",
    "    pk_id = cursor.fetchone() \n",
    "    return pk_id[0] + 1 if pk_id else 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 230,
   "id": "024ed15a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get tuples for 4 tables clusters, kws, kws_sents and clusters_sents\n",
    "def get_cluster_kw_tuples(game_id, kw_clusters, biggest_clusters):\n",
    "    cluster_tuples, kw_tuples, cluster_sent_tuples, kw_sent_tuples = [], [], [], []\n",
    "    \n",
    "    # get cluster_id and kw_id\n",
    "    cluster_id = get_current_auto_pk('clusters')\n",
    "    kw_id = get_current_auto_pk('kws')\n",
    "    \n",
    "    for cluster_num, kws_sent_ids in kw_clusters.items():         \n",
    "        if cluster_num in biggest_clusters:\n",
    "            kws_sent_ids_sorted = sorted(kws_sent_ids, key=lambda x: len(x[1]), reverse=True)\n",
    "            cluster_name = kws_sent_ids_sorted[0][0]\n",
    "            \n",
    "            # clusters\n",
    "            cluster_tuples.append((cluster_name,))            \n",
    "\n",
    "            for kw_sent_ids in kws_sent_ids: \n",
    "                kw = kw_sent_ids[0]\n",
    "                sent_ids = kw_sent_ids[1]\n",
    "                \n",
    "                # kws\n",
    "                kw_tuples.append((kw, cluster_id))\n",
    "                \n",
    "                for sent_id in sent_ids: \n",
    "                    kw_sent_tuples.append((sent_id, kw_id))\n",
    "                    \n",
    "                kw_id += 1\n",
    "                \n",
    "            cluster_id += 1\n",
    "    \n",
    "    return cluster_tuples, kw_tuples, kw_sent_tuples"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 231,
   "id": "dbf13525",
   "metadata": {},
   "outputs": [],
   "source": [
    "def cluster_kws(kws): \n",
    "    kw_embeddings = embedder.encode(kws)\n",
    "\n",
    "    # Normalize the embeddings to unit length\n",
    "    kw_embeddings = kw_embeddings / np.linalg.norm(kw_embeddings, axis=1, keepdims=True)\n",
    "\n",
    "    # perform agglomerative clustering\n",
    "    clustering_model = AgglomerativeClustering(n_clusters=None, affinity='cosine', linkage='average', distance_threshold=0.6)\n",
    "    clustering_model.fit(kw_embeddings)\n",
    "    cluster_assignment = clustering_model.labels_\n",
    "\n",
    "    kw_clusters = {}\n",
    "    for kw_id, cluster_id in enumerate(cluster_assignment):\n",
    "        if cluster_id not in kw_clusters:\n",
    "            kw_clusters[cluster_id] = []\n",
    "\n",
    "        kw = kws[kw_id]\n",
    "        kw_clusters[cluster_id].append((kw, kws_sent_ids_group[kw]))\n",
    "    \n",
    "    return kw_clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 233,
   "id": "9c5b30b0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sent</th>\n",
       "      <th>sent_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>197224</th>\n",
       "      <td>Do I recommend this game? Well...at 10-15$, I'...</td>\n",
       "      <td>197225</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197226</th>\n",
       "      <td>Watched some recent videos and decided to buy ...</td>\n",
       "      <td>197227</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197228</th>\n",
       "      <td>Get it. Don't get it yet (fixes), but get it.</td>\n",
       "      <td>197229</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197229</th>\n",
       "      <td>After almost 14 hours of gameplay, I cannot re...</td>\n",
       "      <td>197230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197233</th>\n",
       "      <td>Unfortunately it cost me $60 dollars and 13 ho...</td>\n",
       "      <td>197234</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375778</th>\n",
       "      <td>As many others have described this game, a mil...</td>\n",
       "      <td>375779</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375782</th>\n",
       "      <td>Bought this game in 2016 and it was absolutely...</td>\n",
       "      <td>375783</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375785</th>\n",
       "      <td>The best space/survival/exploraion game ever.</td>\n",
       "      <td>375786</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375787</th>\n",
       "      <td>Initial release: I still enjoyed the game, but...</td>\n",
       "      <td>375788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375788</th>\n",
       "      <td>Three years ago No Man's Sky was released, and...</td>\n",
       "      <td>375789</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>111269 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                     sent  sent_id\n",
       "197224  Do I recommend this game? Well...at 10-15$, I'...   197225\n",
       "197226  Watched some recent videos and decided to buy ...   197227\n",
       "197228      Get it. Don't get it yet (fixes), but get it.   197229\n",
       "197229  After almost 14 hours of gameplay, I cannot re...   197230\n",
       "197233  Unfortunately it cost me $60 dollars and 13 ho...   197234\n",
       "...                                                   ...      ...\n",
       "375778  As many others have described this game, a mil...   375779\n",
       "375782  Bought this game in 2016 and it was absolutely...   375783\n",
       "375785      The best space/survival/exploraion game ever.   375786\n",
       "375787  Initial release: I still enjoyed the game, but...   375788\n",
       "375788  Three years ago No Man's Sky was released, and...   375789\n",
       "\n",
       "[111269 rows x 2 columns]"
      ]
     },
     "execution_count": 233,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 252,
   "id": "88e3541f",
   "metadata": {},
   "outputs": [],
   "source": [
    "game_ids = df_sents_['game_id'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 236,
   "id": "84bd6e68",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processed 2000\n",
      "Processed 2000\n"
     ]
    }
   ],
   "source": [
    "for game_id in game_ids: \n",
    "    df_sents = df_sents_[df_sents_['game_id'] == game_id][['sent', 'sent_id']][:1000]\n",
    "\n",
    "    # remove stopwords before grouping\n",
    "    stop_words = get_stopwords(['game', 'games', 'lot', 'lots', 'ton', 'tons', 'bit', 'bits', 'fun', \n",
    "                                'way', 'ways', 'thing', 'things', 'time', 'times', 'type', 'types', \n",
    "                                   'opinion', 'opinions', 'sense', 'terms', 'lack', 'fact'])\n",
    "\n",
    "    kws_sent_ids = get_kws_sent_ids(df_sents)\n",
    "    kws_sent_ids_group = get_kws_sent_ids_group(kws_sent_ids)\n",
    "    kws_sent_ids_group = {key: kws_sent_ids_group[key] for key, val in kws_sent_ids_group.items() if len(val) > 1}\n",
    "\n",
    "    kws = list(kws_sent_ids_group.keys())\n",
    "\n",
    "    kw_clusters = cluster_kws(kws)\n",
    "\n",
    "    biggest_clusters = get_biggest_clusters(kw_clusters, 100)\n",
    "    cluster_tuples, kw_tuples, kw_sent_tuples = get_cluster_kw_tuples(game_id, kw_clusters, biggest_clusters)\n",
    "    \n",
    "    with conn:\n",
    "        cursor.executemany(\"\"\"INSERT INTO clusters (cluster_name) VALUES \n",
    "                            (?);\"\"\", cluster_tuples)    \n",
    "    \n",
    "    with conn:\n",
    "        cursor.executemany(\"\"\"INSERT INTO kws (kw, cluster_id) VALUES \n",
    "                            (?, ?);\"\"\", kw_tuples)\n",
    "\n",
    "    with conn:\n",
    "        cursor.executemany(\"\"\"INSERT INTO kws_sents (sent_id, kw_id) VALUES \n",
    "                            (?, ?);\"\"\", kw_sent_tuples)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97c5831a",
   "metadata": {},
   "source": [
    "### Step 5:\n",
    "- Remove all **sent_id** in table **sents** if they don't exist in table **clusters_sents**.\n",
    "    - Insert **score_flair**, **score_vader**, **recommended**, **score_total**, **sent_embedding** in table **sents**."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 255,
   "id": "c1eb4385",
   "metadata": {},
   "outputs": [],
   "source": [
    "with conn: \n",
    "    cursor.execute(\"\"\"\n",
    "                        DELETE FROM sents \n",
    "                        WHERE sent_id NOT IN (\n",
    "                        SELECT DISTINCT sent_id\n",
    "                        FROM kws_sents);\n",
    "                   \"\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "id": "daf9ba9a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# df_sents = pd.read_sql_query(\"\"\"SELECT cluster_id, sent_id, game_id, cluster_name, sent, sent_embedding, senti\n",
    "#                                 FROM clusters_sents \n",
    "#                                 JOIN clusters USING(cluster_id)\n",
    "#                                 JOIN sents USING(sent_id);\"\"\", conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 258,
   "id": "0bc9151c",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_sents = pd.read_sql_query(\"\"\"SELECT game_id, sent, sent_id \n",
    "                                FROM reviews JOIN sents USING(review_id);\"\"\", conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 259,
   "id": "eda69415",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
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       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>game_id</th>\n",
       "      <th>sent</th>\n",
       "      <th>sent_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>5</td>\n",
       "      <td>Music is brilliant.</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5</td>\n",
       "      <td>Don't buy it on sale because the developer des...</td>\n",
       "      <td>5</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4</td>\n",
       "      <td>Calvin Finch died from falling off a cliff fro...</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>7</td>\n",
       "      <td>It's simple and puzzle solutions don't make yo...</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>Short version: Great story, great difficulty, ...</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136105</th>\n",
       "      <td>7</td>\n",
       "      <td>Short (4 - 8 hours)</td>\n",
       "      <td>197219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136106</th>\n",
       "      <td>9</td>\n",
       "      <td>Fun to figure out puzzles with a friend.</td>\n",
       "      <td>197220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136107</th>\n",
       "      <td>9</td>\n",
       "      <td>The story was overall alright, at times predic...</td>\n",
       "      <td>197221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136108</th>\n",
       "      <td>4</td>\n",
       "      <td>Each room was preserved after the death of the...</td>\n",
       "      <td>197223</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136109</th>\n",
       "      <td>7</td>\n",
       "      <td>A gorgeously hand-drawn point&amp;click adventure ...</td>\n",
       "      <td>197224</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>136110 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        game_id                                               sent  sent_id\n",
       "0             5                                Music is brilliant.        1\n",
       "1             5  Don't buy it on sale because the developer des...        5\n",
       "2             4  Calvin Finch died from falling off a cliff fro...        6\n",
       "3             7  It's simple and puzzle solutions don't make yo...        7\n",
       "4             5  Short version: Great story, great difficulty, ...        9\n",
       "...         ...                                                ...      ...\n",
       "136105        7                                Short (4 - 8 hours)   197219\n",
       "136106        9           Fun to figure out puzzles with a friend.   197220\n",
       "136107        9  The story was overall alright, at times predic...   197221\n",
       "136108        4  Each room was preserved after the death of the...   197223\n",
       "136109        7  A gorgeously hand-drawn point&click adventure ...   197224\n",
       "\n",
       "[136110 rows x 3 columns]"
      ]
     },
     "execution_count": 259,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 265,
   "id": "88f18359",
   "metadata": {},
   "outputs": [],
   "source": [
    "def decode_sent_embeddings(sent_embeddings):\n",
    "    return np.array([pickle.loads(sent_embedding) for sent_embedding in sent_embeddings])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 260,
   "id": "8dc36d5f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_score_flair(sent, threshold=0.9): \n",
    "    sent_flair = flair.data.Sentence(sent)\n",
    "    sentiment_model_fast.predict(sent_flair)\n",
    "    \n",
    "    value_flair = sent_flair.labels[0].value\n",
    "    score_flair = sent_flair.labels[0].score\n",
    "    \n",
    "    value_flair = 1 if value_flair == 'POSITIVE' else -1\n",
    "    \n",
    "    score_flair = value_flair*score_flair\n",
    "    \n",
    "    return 1 if score_flair > threshold else -1 if score_flair < -threshold else 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 261,
   "id": "e72f9ed6",
   "metadata": {},
   "outputs": [],
   "source": [
    "sentis = df_sents['sent'].map(get_score_flair) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 262,
   "id": "8df834bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "sent_embeddings = embedder.encode(df_sents['sent'])\n",
    "\n",
    "sent_embeddings = sent_embeddings / np.linalg.norm(sent_embeddings, axis=1, keepdims=True)\n",
    "\n",
    "sent_embeddings_str = [pickle.dumps(sent_embedding) for sent_embedding in sent_embeddings]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 263,
   "id": "09f17bec",
   "metadata": {},
   "outputs": [],
   "source": [
    "sent_tuples = []\n",
    "\n",
    "for senti, sent_embedding_str, sent_id in zip(sentis, sent_embeddings_str, df_sents['sent_id']): \n",
    "    sent_tuples.append((senti, sent_embedding_str, sent_id))     "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 264,
   "id": "8d34a4f1",
   "metadata": {},
   "outputs": [],
   "source": [
    "with conn:\n",
    "    cursor.executemany(\"\"\"UPDATE sents SET (senti, sent_embedding) = (?, ?)\n",
    "                        WHERE sent_id=?;\"\"\", sent_tuples)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "15adddef",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 267,
   "id": "ae4d967b",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_sents = pd.read_sql_query(\"\"\"SELECT game_id, cluster_id, cluster_name, kw_id, kw, sent_id, sent, sent_embedding, senti\n",
    "                                FROM reviews\n",
    "                                JOIN sents USING(review_id) \n",
    "                                JOIN kws_sents USING(sent_id)\n",
    "                                JOIN kws USING(kw_id)\n",
    "                                JOIN clusters USING(cluster_id);\"\"\", conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 268,
   "id": "74e8f88f",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>It is very polished, you can feel it has been ...</td>\n",
       "      <td>b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...</td>\n",
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       "      <th>267019</th>\n",
       "      <td>10</td>\n",
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       "      <td>phyreengine</td>\n",
       "      <td>70798</td>\n",
       "      <td>PhyreEngine is a free to use game engine from ...</td>\n",
       "      <td>b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>267020</th>\n",
       "      <td>10</td>\n",
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       "      <td>17325</td>\n",
       "      <td>phyreengine</td>\n",
       "      <td>107612</td>\n",
       "      <td>You made a nice world using the PhyreEngine.</td>\n",
       "      <td>b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>267021</th>\n",
       "      <td>10</td>\n",
       "      <td>1000</td>\n",
       "      <td>phyreengine</td>\n",
       "      <td>17325</td>\n",
       "      <td>phyreengine</td>\n",
       "      <td>100522</td>\n",
       "      <td>PhyreEngine has been adopted by several game s...</td>\n",
       "      <td>b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267022</th>\n",
       "      <td>10</td>\n",
       "      <td>1000</td>\n",
       "      <td>phyreengine</td>\n",
       "      <td>17325</td>\n",
       "      <td>phyreengine</td>\n",
       "      <td>3304</td>\n",
       "      <td>You made a nice world using the PhyreEngine.</td>\n",
       "      <td>b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...</td>\n",
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       "    <tr>\n",
       "      <th>267023</th>\n",
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       "      <td>phyreengine</td>\n",
       "      <td>17325</td>\n",
       "      <td>phyreengine</td>\n",
       "      <td>113669</td>\n",
       "      <td>PhyreEngine has been adopted by several game s...</td>\n",
       "      <td>b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...</td>\n",
       "      <td>0</td>\n",
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       "  </tbody>\n",
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       "<p>267024 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        game_id  cluster_id cluster_name  kw_id           kw  sent_id  \\\n",
       "0             1           1       couple      1         love   194652   \n",
       "1             1           1       couple      1         love    21009   \n",
       "2             1           1       couple      1         love   102171   \n",
       "3             1           1       couple      1         love   169784   \n",
       "4             1           1       couple      1         love    41086   \n",
       "...         ...         ...          ...    ...          ...      ...   \n",
       "267019       10        1000  phyreengine  17325  phyreengine    70798   \n",
       "267020       10        1000  phyreengine  17325  phyreengine   107612   \n",
       "267021       10        1000  phyreengine  17325  phyreengine   100522   \n",
       "267022       10        1000  phyreengine  17325  phyreengine     3304   \n",
       "267023       10        1000  phyreengine  17325  phyreengine   113669   \n",
       "\n",
       "                                                     sent  \\\n",
       "0       You can just tell it was a labor of love, and ...   \n",
       "1                       Lots of love went into this game.   \n",
       "2       Started the game and played a few minutes and ...   \n",
       "3       I was genuinely surprised by how much I enjoye...   \n",
       "4       It is very polished, you can feel it has been ...   \n",
       "...                                                   ...   \n",
       "267019  PhyreEngine is a free to use game engine from ...   \n",
       "267020       You made a nice world using the PhyreEngine.   \n",
       "267021  PhyreEngine has been adopted by several game s...   \n",
       "267022       You made a nice world using the PhyreEngine.   \n",
       "267023  PhyreEngine has been adopted by several game s...   \n",
       "\n",
       "                                           sent_embedding  senti  \n",
       "0       b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      1  \n",
       "1       b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      1  \n",
       "2       b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      0  \n",
       "3       b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      1  \n",
       "4       b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      1  \n",
       "...                                                   ...    ...  \n",
       "267019  b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      0  \n",
       "267020  b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      1  \n",
       "267021  b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      0  \n",
       "267022  b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      1  \n",
       "267023  b'\\x80\\x03cnumpy.core.multiarray\\n_reconstruct...      0  \n",
       "\n",
       "[267024 rows x 9 columns]"
      ]
     },
     "execution_count": 268,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_sents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 297,
   "id": "561f6a69",
   "metadata": {},
   "outputs": [],
   "source": [
    "game_id = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 298,
   "id": "3441e875",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_sent = df_sents[df_sents['game_id'] == game_id]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 299,
   "id": "cf208ce2",
   "metadata": {},
   "outputs": [],
   "source": [
    "cluster_names = list(df_sent['cluster_name'].value_counts().index)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 300,
   "id": "11810f28",
   "metadata": {},
   "outputs": [],
   "source": [
    "cluster_names = list(df_sent['cluster_name'].value_counts().index)\n",
    "max_sents = 5\n",
    "\n",
    "if len(cluster_names) >= max_sents: \n",
    "    n_sents = 1\n",
    "    top_n_cluster = max_sents\n",
    "else: \n",
    "    n_sents = ceil(max_sents / len(cluster_names)) \n",
    "    top_n_cluster = len(cluster_names)\n",
    "\n",
    "cluster_name_vals = []\n",
    "sent_vals = []\n",
    "\n",
    "\n",
    "for cluster_name in cluster_names[:top_n_cluster]: \n",
    "    df_sent_cluster = df_sent[df_sent['cluster_name'] == cluster_name]\n",
    "    \n",
    "    sents = df_sent_cluster['sent'].reset_index(drop = True)\n",
    "    sent_embeddings = decode_sent_embeddings(df_sent_cluster['sent_embedding'])\n",
    "    \n",
    "    summary_sents = hybrid_sum(sents, sent_embeddings, n_sents)\n",
    "\n",
    "    cluster_name_vals.extend([cluster_name] * n_sents)\n",
    "    sent_vals.extend(summary_sents)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 301,
   "id": "5383384f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "cells": {
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            "combat",
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            "metroidvania",
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            "music"
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           [
            "Fun and challenging enemies, especially the bosses.",
            "Boss fights are fun.",
            "Reverie Under the Moonlight is an indie Metroidvania-based game.",
            "But it offers a lot of replayability thanks to different difficulties and a new game+ feature.",
            "This is a beautiful MetroidVania game with great soundtrack and aesthetic."
           ]
          ]
         },
         "header": {
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       "                            \n",
       "var gd = document.getElementById('23ca1c31-c1f0-4b30-bcc8-b7aa631a24b5');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = go.Figure(data=[go.Table(header=dict(values=['Aspect', 'Sentence']),\n",
    "                 cells=dict(values=[cluster_name_vals, sent_vals]))\n",
    "                     ])\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 307,
   "id": "6f5cc6b5",
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "cluster_sent_tuples = []\n",
    "\n",
    "for game_id in range(0, 11):\n",
    "    df_sent = df_sents[(df_sents['game_id'] == game_id)]\n",
    "    n_sents = 5\n",
    "    cluster_names = list(df_sent['cluster_name'].value_counts().index)\n",
    "\n",
    "    for cluster_name in cluster_names:     \n",
    "    #     print(f'Summary for cluster: {cluster_name}')\n",
    "        df_sent_cluster_name = df_sent[df_sent['cluster_name'] == cluster_name]\n",
    "\n",
    "        sents = df_sent_cluster_name['sent'].reset_index(drop = True)\n",
    "        sent_embeddings = decode_sent_embeddings(df_sent_cluster_name['sent_embedding'])\n",
    "        n_sents = n_sents\n",
    "\n",
    "        # summarize with hybrid clustering\n",
    "        sents_sum = hybrid_sum(sents, sent_embeddings, n_sents)\n",
    "\n",
    "    #     pprint(sents_sum)\n",
    "\n",
    "        for i, sent in enumerate(sents_sum): \n",
    "            df_sent_rows = df_sent_cluster_name[df_sent_cluster_name['sent'] == sent]\n",
    "\n",
    "            kw_id = df_sent_rows['kw_id'].iloc[0]\n",
    "            sent_id = df_sent_rows['sent_id'].iloc[0]\n",
    "\n",
    "            cluster_sent_tuples.append([int(i + 1), int(kw_id), int(sent_id)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 309,
   "id": "927232c3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5000"
      ]
     },
     "execution_count": 309,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 500 sents per game\n",
    "len(cluster_sent_tuples)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 310,
   "id": "8d70bcf6",
   "metadata": {},
   "outputs": [],
   "source": [
    "with conn:\n",
    "    cursor.executemany(\"\"\"UPDATE kws_sents SET rank = ?\n",
    "                        WHERE kw_id=? AND sent_id=?;\"\"\",\n",
    "                   (cluster_sent_tuples))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "28e0056e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 274,
   "id": "df8c3f8e",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_centroid(arr):\n",
    "    length, dim = arr.shape\n",
    "    return np.array([np.sum(arr[:, i])/length for i in range(dim)])\n",
    "\n",
    "# return index of the vectors in corpus_embeddings nearest to the centroid\n",
    "def get_nearest_indexes(centroids, corpus_embeddings):\n",
    "    return vq(centroids, corpus_embeddings)[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 275,
   "id": "f0509b7f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def kmeans_sum(sents,  sent_embeddings, n_sents=5):\n",
    "    sents_sum = []\n",
    "\n",
    "    clustering_model = KMeans(n_clusters=n_sents, random_state=0)\n",
    "    clustering_model.fit(sent_embeddings)\n",
    "\n",
    "    cluster_assignment = clustering_model.labels_\n",
    "    centroids = clustering_model.cluster_centers_\n",
    "\n",
    "    clustered_sentences = [[] for i in range(n_sents)]\n",
    "    for sentence_id, cluster_id in enumerate(cluster_assignment):\n",
    "        clustered_sentences[cluster_id].append(sents[sentence_id])\n",
    "\n",
    "    indexes = get_nearest_indexes(centroids, sent_embeddings)\n",
    "    \n",
    "#     closest, distances = vq(centroids, sent_embeddings_pca)\n",
    "\n",
    "    for index in indexes: \n",
    "        sents_sum.append(sents[index])\n",
    "        \n",
    "    return sents_sum"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 292,
   "id": "5dc734c2",
   "metadata": {},
   "outputs": [],
   "source": [
    "def agglo_cluster(sents, sent_embeddings, n_sents, threshold=0.5): \n",
    "    clustering_model = AgglomerativeClustering(n_clusters=None, affinity='cosine', linkage='average', distance_threshold=threshold)\n",
    "    clustering_model.fit(sent_embeddings)\n",
    "    cluster_assignment = clustering_model.labels_\n",
    "\n",
    "    clustered_sents = {}\n",
    "    clustered_sent_embeddings = {}\n",
    "\n",
    "    for sent_id, cluster_id in enumerate(cluster_assignment):\n",
    "        if cluster_id not in clustered_sents:\n",
    "            clustered_sents[cluster_id] = []\n",
    "            clustered_sent_embeddings[cluster_id] = []\n",
    "\n",
    "        clustered_sents[cluster_id].append(sents[sent_id])\n",
    "        clustered_sent_embeddings[cluster_id].append(sent_embeddings[sent_id])\n",
    "    \n",
    "#     pprint(clustered_sents)\n",
    "    \n",
    "    return (cluster_assignment, clustered_sents, clustered_sent_embeddings) if len(clustered_sents) >= n_sents else agglo_cluster(sents, sent_embeddings, n_sents, threshold=threshold - 0.1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 293,
   "id": "690dbc38",
   "metadata": {},
   "outputs": [],
   "source": [
    "def hdbscan_cluster(sents, sent_embeddings, n_sents):\n",
    "    clustering_model = hdbscan.HDBSCAN(min_cluster_size=2)\n",
    "    clustering_model.fit(sent_embeddings)\n",
    "    cluster_assignment = clustering_model.labels_\n",
    "\n",
    "    clustered_sents = {}\n",
    "    clustered_sent_embeddings = {}\n",
    "\n",
    "    for sent_id, cluster_id in enumerate(cluster_assignment):\n",
    "        if cluster_id not in clustered_sents:\n",
    "            clustered_sents[cluster_id] = []\n",
    "            clustered_sent_embeddings[cluster_id] = []\n",
    "\n",
    "        clustered_sents[cluster_id].append(sents[sent_id])\n",
    "        clustered_sent_embeddings[cluster_id].append(sent_embeddings[sent_id])\n",
    "        \n",
    "#     pprint(clustered_sents)\n",
    "        \n",
    "    return (cluster_assignment, clustered_sents, clustered_sent_embeddings) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 295,
   "id": "5cc5c9ce",
   "metadata": {},
   "outputs": [],
   "source": [
    "def hybrid_cluster(sents, sent_embeddings, n_sents): \n",
    "    clustering_model = hdbscan.HDBSCAN(min_cluster_size=2)\n",
    "    clustering_model.fit(sent_embeddings)\n",
    "    cluster_assignment = clustering_model.labels_\n",
    "\n",
    "    clustered_sents = {}\n",
    "    clustered_sent_embeddings = {}\n",
    "\n",
    "    for sent_id, cluster_id in enumerate(cluster_assignment):\n",
    "        if cluster_id not in clustered_sents:\n",
    "            clustered_sents[cluster_id] = []\n",
    "            clustered_sent_embeddings[cluster_id] = []\n",
    "\n",
    "        clustered_sents[cluster_id].append(sents[sent_id])\n",
    "        clustered_sent_embeddings[cluster_id].append(sent_embeddings[sent_id])\n",
    "    \n",
    "#     pprint(clustered_sents)\n",
    "    \n",
    "    # remove unidentified cluster -1\n",
    "    clustered_sents = {k: v for k, v in clustered_sents.items() if k != -1}\n",
    "    \n",
    "    if len(clustered_sents) >= n_sents:\n",
    "        cluster_assignment = [e for e in cluster_assignment if e != -1]\n",
    "        clustered_sent_embeddings = {k: v for k, v in clustered_sent_embeddings.items() if k != -1}\n",
    "        return cluster_assignment, clustered_sents, clustered_sent_embeddings\n",
    "    else: \n",
    "        return agglo_cluster(sents, sent_embeddings, n_sents)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 296,
   "id": "6baea215",
   "metadata": {},
   "outputs": [],
   "source": [
    "def sort_clusters(cluster_assignment):\n",
    "    cluster_nums, counts = np.unique(cluster_assignment, return_counts=True)\n",
    "    cluster_nums_counts = list(zip(cluster_nums, counts))\n",
    "    \n",
    "    return [cluster_num for cluster_num, _ in sorted(cluster_nums_counts, key=lambda x: x[1], reverse=True)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 280,
   "id": "ea93efa5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# generate summary\n",
    "def gen_sum(cluster_assignment, clustered_sents, clustered_sent_embeddings, n_sents):\n",
    "    cluster_nums = sort_clusters(cluster_assignment)\n",
    "    \n",
    "    sents_count = 0 \n",
    "\n",
    "    sents_sum = []\n",
    "\n",
    "    for cluster_num in cluster_nums:\n",
    "        centroid = get_centroid(np.array(clustered_sent_embeddings[cluster_num]))\n",
    "        centroid = np.array([centroid])\n",
    "\n",
    "        index = get_nearest_indexes(centroid, clustered_sent_embeddings[cluster_num])[0]\n",
    "        sents_sum.append(clustered_sents[cluster_num][index])\n",
    "\n",
    "        sents_count += 1\n",
    "        if sents_count == n_sents: \n",
    "            break\n",
    "    \n",
    "    return sents_sum"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 281,
   "id": "4e6e963b",
   "metadata": {},
   "outputs": [],
   "source": [
    "def agglo_sum(sents, sent_embeddings, n_sents=5, threshold=0.5):\n",
    "    if len(sents) < 2 or n_sents > len(sents): \n",
    "        return sents\n",
    "    \n",
    "    cluster_assignment, clustered_sents, clustered_sent_embeddings = agglo_cluster(sents, sent_embeddings, n_sents, threshold)\n",
    "    return gen_sum(cluster_assignment, clustered_sents, clustered_sent_embeddings, n_sents)   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 282,
   "id": "aa1a62b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "def hybrid_sum(sents, sent_embeddings, n_sents=5): \n",
    "    if len(sents) < 2 or n_sents >= len(sents): \n",
    "        return sents\n",
    "    \n",
    "    cluster_assignment, clustered_sents, clustered_sent_embeddings = hybrid_cluster(sents, sent_embeddings, n_sents)\n",
    "    return gen_sum(cluster_assignment, clustered_sents, clustered_sent_embeddings, n_sents)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 283,
   "id": "053698ed",
   "metadata": {},
   "outputs": [],
   "source": [
    "def hdbscan_sum(sents, sent_embeddings, n_sents=5): \n",
    "    if len(sents) < 2 or n_sents >= len(sents): \n",
    "        return sents\n",
    "    \n",
    "    cluster_assignment, clustered_sents, clustered_sent_embeddings = hdbscan_cluster(sents, sent_embeddings, n_sents)\n",
    "    return gen_sum(cluster_assignment, clustered_sents, clustered_sent_embeddings, n_sents)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 427,
   "id": "a37f3815",
   "metadata": {},
   "outputs": [],
   "source": [
    "corpus = ['A man is eating food.',\n",
    "          'A man is eating a piece of bread.',\n",
    "          'A man is eating pasta.',\n",
    "          'The girl is carrying a baby.',\n",
    "          'The baby is carried by the woman',\n",
    "          'A man is riding a horse.',\n",
    "          'A man is riding a white horse on an enclosed ground.',\n",
    "          'A monkey is playing drums.',\n",
    "          'Someone in a gorilla costume is playing a set of drums.',\n",
    "          'A cheetah is running behind its prey.',\n",
    "          'A cheetah chases prey on across a field.',\n",
    "          'I hate the whole universe.',\n",
    "          'The car is badly broken.',\n",
    "          'Summer is the hottest season.'\n",
    "          ]\n",
    "\n",
    "corpus_embeddings = embedder.encode(corpus)\n",
    "\n",
    "# Normalize the embeddings to unit length\n",
    "corpus_embeddings = corpus_embeddings /  np.linalg.norm(corpus_embeddings, axis=1, keepdims=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 428,
   "id": "4d6e45f8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{0: ['A man is eating food.',\n",
      "     'A man is eating a piece of bread.',\n",
      "     'A man is eating pasta.'],\n",
      " 1: ['The girl is carrying a baby.', 'The baby is carried by the woman'],\n",
      " 2: ['A monkey is playing drums.',\n",
      "     'Someone in a gorilla costume is playing a set of drums.'],\n",
      " 3: ['A cheetah is running behind its prey.',\n",
      "     'A cheetah chases prey on across a field.'],\n",
      " 4: ['I hate the whole universe.'],\n",
      " 5: ['The car is badly broken.'],\n",
      " 6: ['A man is riding a horse.',\n",
      "     'A man is riding a white horse on an enclosed ground.'],\n",
      " 7: ['Summer is the hottest season.']}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['A man is eating food.',\n",
       " 'The girl is carrying a baby.',\n",
       " 'Someone in a gorilla costume is playing a set of drums.',\n",
       " 'A cheetah is running behind its prey.',\n",
       " 'A man is riding a white horse on an enclosed ground.']"
      ]
     },
     "execution_count": 428,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "agglo_sum(corpus, corpus_embeddings, 5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 429,
   "id": "701cf930",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{-1: ['I hate the whole universe.',\n",
      "      'The car is badly broken.',\n",
      "      'Summer is the hottest season.'],\n",
      " 0: ['The girl is carrying a baby.', 'The baby is carried by the woman'],\n",
      " 1: ['A man is eating food.',\n",
      "     'A man is eating a piece of bread.',\n",
      "     'A man is eating pasta.'],\n",
      " 2: ['A man is riding a horse.',\n",
      "     'A man is riding a white horse on an enclosed ground.'],\n",
      " 3: ['A monkey is playing drums.',\n",
      "     'Someone in a gorilla costume is playing a set of drums.'],\n",
      " 4: ['A cheetah is running behind its prey.',\n",
      "     'A cheetah chases prey on across a field.']}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['A man is eating food.',\n",
       " 'The girl is carrying a baby.',\n",
       " 'A man is riding a white horse on an enclosed ground.',\n",
       " 'Someone in a gorilla costume is playing a set of drums.',\n",
       " 'A cheetah is running behind its prey.']"
      ]
     },
     "execution_count": 429,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hybrid_sum(corpus, corpus_embeddings, 5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 430,
   "id": "ecd32da0",
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "Epsilon must be a float value greater than or equal to 0!",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-430-aee6e455c347>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mhdbscan_sum\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcorpus\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcorpus_embeddings\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m<ipython-input-426-e1ce4711de85>\u001b[0m in \u001b[0;36mhdbscan_sum\u001b[1;34m(sents, sent_embeddings, n_sents)\u001b[0m\n\u001b[0;32m      3\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0msents\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 5\u001b[1;33m     \u001b[0mcluster_assignment\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mclustered_sents\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mclustered_sent_embeddings\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mhdbscan_cluster\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msents\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0msent_embeddings\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mn_sents\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      6\u001b[0m     \u001b[1;32mreturn\u001b[0m \u001b[0mgen_sum\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcluster_assignment\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mclustered_sents\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mclustered_sent_embeddings\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mn_sents\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m<ipython-input-420-39aa252d1834>\u001b[0m in \u001b[0;36mhdbscan_cluster\u001b[1;34m(sents, sent_embeddings, n_sents)\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mhdbscan_cluster\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msents\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0msent_embeddings\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mn_sents\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      2\u001b[0m     \u001b[0mclustering_model\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mhdbscan\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mHDBSCAN\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmin_cluster_size\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcluster_selection_epsilon\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m     \u001b[0mclustering_model\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msent_embeddings\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      4\u001b[0m     \u001b[0mcluster_assignment\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mclustering_model\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlabels_\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\Anaconda3\\envs\\steam_insider\\lib\\site-packages\\hdbscan\\hdbscan_.py\u001b[0m in \u001b[0;36mfit\u001b[1;34m(self, X, y)\u001b[0m\n\u001b[0;32m    917\u001b[0m          \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_condensed_tree\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    918\u001b[0m          \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_single_linkage_tree\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 919\u001b[1;33m          self._min_spanning_tree) = hdbscan(X, **kwargs)\n\u001b[0m\u001b[0;32m    920\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    921\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprediction_data\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\Anaconda3\\envs\\steam_insider\\lib\\site-packages\\hdbscan\\hdbscan_.py\u001b[0m in \u001b[0;36mhdbscan\u001b[1;34m(X, min_cluster_size, min_samples, alpha, cluster_selection_epsilon, metric, p, leaf_size, algorithm, memory, approx_min_span_tree, gen_min_span_tree, core_dist_n_jobs, cluster_selection_method, allow_single_cluster, match_reference_implementation, **kwargs)\u001b[0m\n\u001b[0;32m    498\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    499\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcluster_selection_epsilon\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mfloat\u001b[0m \u001b[1;32mor\u001b[0m \u001b[0mcluster_selection_epsilon\u001b[0m \u001b[1;33m<\u001b[0m \u001b[1;36m0.0\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 500\u001b[1;33m         \u001b[1;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'Epsilon must be a float value greater than or equal to 0!'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    501\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    502\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0malpha\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfloat\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mor\u001b[0m \u001b[0malpha\u001b[0m \u001b[1;33m<=\u001b[0m \u001b[1;36m0.0\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mValueError\u001b[0m: Epsilon must be a float value greater than or equal to 0!"
     ]
    }
   ],
   "source": [
    "hdbscan_sum(corpus, corpus_embeddings, 5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "06d0a962",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "15cf8d0c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 455,
   "id": "0c108b78",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{0: [\"It's a dark and depressing world, and the themes I've encountered \"\n",
      "     'thusfar are good, while the boss battles are good for getting you '\n",
      "     'psyched and pumped up for a fight.',\n",
      "     'If you like beating a tough boss fight, then getting killed by some '\n",
      "     'random monster only to have to redo that fight again, this game is for '\n",
      "     'you.',\n",
      "     \"There's one boss that has an enemy in the bit of the room prior to the \"\n",
      "     'arena and that enemy will make the fight immensely painful if not '\n",
      "     'genuinely impossible if you decide not to kill it.',\n",
      "     \"There's also an optional extra boss if you want one more offensive spell \"\n",
      "     'in your inventory (or just seek one more fight), because the boss fights '\n",
      "     'are just that well-designed.',\n",
      "     'Pretty much all bosses have random attack orders and this could end up '\n",
      "     'in your \"favor\", allowing you to just spam your ranged attack to kill '\n",
      "     'them... or it can end up just requiring you to run around for 80% of the '\n",
      "     'fight since the enemy is offscreen throwing stuff at you.',\n",
      "     \"This game also does hardmode the right way, in which you aren't going to \"\n",
      "     'beat bosses through luck but through the fact that you completely '\n",
      "     'mastered the fight.',\n",
      "     'Good pixel art but poor combat ruins it, the bosses have way too much '\n",
      "     'health and an extremly boring moveset most of the time the boss just '\n",
      "     'attacks a random spot instead of targetting you, meaning your fight will '\n",
      "     'consist of you spamming your bow for 15 minutes hoping that you dont '\n",
      "     'happen to get hit.',\n",
      "     'The boss is aggressive enough to keep you from cheesing it, but offers '\n",
      "     'enough ways to counter it that aggressiveness transforming the fight '\n",
      "     'into more of a lethally fun dance that really brings out the simplicity '\n",
      "     'of the controls.',\n",
      "     'The next part of combat could be a very redeeming aspect, which is boss '\n",
      "     'fights.',\n",
      "     'Also the combat keeps your mind very active on whats going on, from '\n",
      "     'trying to beat each boss without taking damage to making your way '\n",
      "     'through enemies to get to the save point.',\n",
      "     'Combat is tight and engaging, bosses are challenging but fair, carries a '\n",
      "     'dark theme of hopelessness and death around it and sticks with it to the '\n",
      "     'very end.',\n",
      "     'The challenge of fighting most of the bosses is often maneuvering around '\n",
      "     'their various assaults and stage hazards rather than in the combat '\n",
      "     'itself.',\n",
      "     'Combat is tight although some times when facing bosses hit detection is '\n",
      "     'a bit wonky.',\n",
      "     'As well each boss feels different from one another, each having a '\n",
      "     'different theme and style, wether it be for the combat in how you handle '\n",
      "     'the threat.',\n",
      "     'Combat is slick and unforgiving, with Kaho unable to take more than a '\n",
      "     'few hits before dying, and the boss fights were particularly '\n",
      "     'entertaining, as I had to switch between bow and leaf regularly, dodging '\n",
      "     'projectiles all the while, with the added incentive of bosses dropping '\n",
      "     'special items if you defeat them without getting hit.',\n",
      "     'Branching off of combat, bosses drop items if you manage to kill them '\n",
      "     'without getting hit.',\n",
      "     'Thankfully all the enemies and bosses move slower as well, so you wind '\n",
      "     'up with a game where combat feels a bit weightier.',\n",
      "     'Common enemies slaying you as you run back to a boss can get '\n",
      "     \"frustrating, but it's the good kind of frustrating, and the added \"\n",
      "     'challenge of trying to kill bosses without getting hit to get their item '\n",
      "     'adds a lot of depth to the combat.',\n",
      "     \"The combat versus common enemies isn't anything special, but the bosses \"\n",
      "     'are pretty fun, with my only gripe being that they often have only two '\n",
      "     'or three moves, which makes them not very engaging once you figure out '\n",
      "     'how to dodge and punish their few attacks.',\n",
      "     'Quick Paced Combat Against Every Enemy and Challenging Combat Against '\n",
      "     'All Bosses.',\n",
      "     'The combat against anything but bosses boils down to mashing the attack '\n",
      "     'button before the enemy can react to you, where they get hitstunned to '\n",
      "     'death.',\n",
      "     'Combat feels good, bosses are memorable and not annoying.',\n",
      "     \"Also the attack variation from bosses and how long the 'wind up' is on \"\n",
      "     \"some of the more difficult foes means combat isn't nearly as hard as in \"\n",
      "     'other games of the genre.',\n",
      "     'Only in moments of serious combat with the bosses do they take a '\n",
      "     'different tone.',\n",
      "     \"This isn't near being a deal breaker, since enemy encounters and \"\n",
      "     'especially bossfights, for what they are, present high excitement and '\n",
      "     \"pattern-reaction dodging action, which I really liked despite combat's \"\n",
      "     'limitations.',\n",
      "     \"If the combat and movement systems were good in the game I'd accuse this \"\n",
      "     'of being cheesy and lame, but the bosses feel like such a waste of time '\n",
      "     'that I fully advocate cheesing them.',\n",
      "     'This especially goes for the bosses who are amazing desigened and each '\n",
      "     'bring a differant startegy for taking them out that dont revolve around '\n",
      "     'just spamming the same attack.',\n",
      "     'Along with this, many bosses have attacks that either cover most of the '\n",
      "     'screen (the witch that you fight twice has an attack that is both vague '\n",
      "     'and covers a lot of the screen) or chase you down.',\n",
      "     'Bosses are unrewarding and dull, for the most part they consist of: '\n",
      "     'Dodge their attack that covers entire screen, then attack them, dodge '\n",
      "     'slightly different attack, attack them, Etc.',\n",
      "     \"Similarly, during a couple of boss fights, there's literally too much \"\n",
      "     \"going on, so you sometimes can't see the signal for the next attack (and \"\n",
      "     'more over, it almost feels like trial and error, and memorizing their '\n",
      "     'moveset)',\n",
      "     'You will roll through an attack only for the boss to move into your '\n",
      "     \"space and hit you anyways, it's frustrating.\",\n",
      "     'Pretty much all bosses have random attack orders and this could end up '\n",
      "     'in your \"favor\", allowing you to just spam your ranged attack to kill '\n",
      "     'them... or it can end up just requiring you to run around for 80% of the '\n",
      "     'fight since the enemy is offscreen throwing stuff at you.',\n",
      "     \"This is because each boss has very specific timing on when you're \"\n",
      "     'supposed to dodge the attack.',\n",
      "     'Fighting a boss that starts flashing to warn for an attack is fine but '\n",
      "     'when the attack is a massive explosion around the enemy that your '\n",
      "     'witnessing for the first time you just get one hitted, despite having '\n",
      "     'all health upgrades.',\n",
      "     'You have a ranged attack, and it certainly comes in handy, but you will '\n",
      "     'probably want to be right in bosses faces, slashing away with your leaf.',\n",
      "     \"Even bosses aren't all that difficult since most of them only have like \"\n",
      "     '3-4 attacks, and almost every attack is simply a matter of timing your '\n",
      "     'dodge-roll properly.',\n",
      "     'Bosses change randomly from one kind of attack to the other with no '\n",
      "     'indication at all of what they will do.',\n",
      "     'Some enemies one shot you, and most of the bosses as well.',\n",
      "     'The game is pretty tough in a dark souls style AKA you hit hard and '\n",
      "     'enemies hit harder but isnt as tough.',\n",
      "     'Sexy Bosses and Enemies.',\n",
      "     'Each boss battle provides a great amount of challenge and it is nice to '\n",
      "     'have a break between each to explore the areas in between, kill enemies, '\n",
      "     'find secrets, and collect upgrades.',\n",
      "     'Enemies while making your way jumping and hopping on platforms to boss '\n",
      "     'fights.',\n",
      "     'The game, at least in the hard mode, is freakishly brutal, and many of '\n",
      "     'the enemies, especially the bosses will one-hit you, or close to it.',\n",
      "     'Enemies and bosses can be hard to dodge and everything does a lot of '\n",
      "     'damage.',\n",
      "     'Enemies hit hard and your health is low at the start, so get used to '\n",
      "     \"dodging like it's Dark Souls, but when you get into the swing of it \"\n",
      "     'there are some fantastic bosses, wonderfully designed areas and a morbid '\n",
      "     'but beautiful soundtrack.',\n",
      "     'Is a tad bit difficult but take your time with enemies and bosses then '\n",
      "     'its a blast.',\n",
      "     'Additionally, there are enemies put between you and save points after '\n",
      "     'boss fights.',\n",
      "     'The enemies are sometime a bit generic, but the boss fights are varied.',\n",
      "     \"When you're about to fight a boss, you don't have to face like hundreds \"\n",
      "     'of enemies after leaving the save point, some of the save points are '\n",
      "     'also placed right besides the boss room, so this game is quite kind on '\n",
      "     'that matter.',\n",
      "     'Fight your way through the enemies of each area in search of the boss.',\n",
      "     'Also the combat keeps your mind very active on whats going on, from '\n",
      "     'trying to beat each boss without taking damage to making your way '\n",
      "     'through enemies to get to the save point.',\n",
      "     'All of the animations, both for the main character and the '\n",
      "     'enemies/bosses are very good, and the controls are tight.',\n",
      "     'Enemies feel placed in a way that punishes you for trying to rush and '\n",
      "     'with the amount of damage that is done, on hard at least, makes you slow '\n",
      "     \"down to a steady pace that's neither too slow nor too fast.\",\n",
      "     'Also the way you fight enemies and bosses in this game is similar to how '\n",
      "     'you would in Dark Souls, since you have to remember enemy attack '\n",
      "     'patterns and movement in order to be successful and not take too much '\n",
      "     'damage, since you are very fragile in this game.',\n",
      "     'Varied bosses and enemies.',\n",
      "     'On the other hand the controls are really fluid and responsive and all '\n",
      "     'the enemies and bosses have recognizable patterns.',\n",
      "     'Thankfully all the enemies and bosses move slower as well, so you wind '\n",
      "     'up with a game where combat feels a bit weightier.',\n",
      "     'Bosses/Enemies: The enemies in this game are charming and fairly '\n",
      "     'creative, but many of them just feel rushed.',\n",
      "     'I like the way the bosses look, the impact when you hit enemies w/ your '\n",
      "     'weapons, and when small star-like currency flies out of dead enemies.',\n",
      "     'It makes a handful of enemies and boss battles too easy.',\n",
      "     'Reactive controls, and the enemies and bosses feel fair.',\n",
      "     'Playing with combinations of these items can help alter your approach to '\n",
      "     'tackling a difficult boss or section of enemies and makes it so you '\n",
      "     \"never feel like you're banging your head against a wall.\",\n",
      "     \"The combat versus common enemies isn't anything special, but the bosses \"\n",
      "     'are pretty fun, with my only gripe being that they often have only two '\n",
      "     'or three moves, which makes them not very engaging once you figure out '\n",
      "     'how to dodge and punish their few attacks.',\n",
      "     'The bosses can be ruthless and even the common enemies may pose a '\n",
      "     'problem if you rush in and hope to win with just swinging your little '\n",
      "     'leaf.',\n",
      "     'Common enemies slaying you as you run back to a boss can get '\n",
      "     \"frustrating, but it's the good kind of frustrating, and the added \"\n",
      "     'challenge of trying to kill bosses without getting hit to get their item '\n",
      "     'adds a lot of depth to the combat.',\n",
      "     \"My only complaint is that, except for one boss, it's too easy, \"\n",
      "     'especially because common enemies take way too long to attack and '\n",
      "     'spamming attacks automatically stun them.',\n",
      "     'To give an example from the same boss, which has 2 melee attacks, one '\n",
      "     'which does roughly 40% of your hp in damage, and one which does 80% of '\n",
      "     'your hp in damage.',\n",
      "     \"In conclusion, the way bosses flow make me feel like you're intended to \"\n",
      "     'use both melee and ranged damage to defeat them, but their mechanics '\n",
      "     'incentivize playing at range and invalidating wanting to play as fennel '\n",
      "     'but with a leaf because of contact damage.',\n",
      "     \"Often I'll try heavy dps items to see if I could melee burn through a \"\n",
      "     \"boss and other times I'll stack a bunch of damage buffs on range to try \"\n",
      "     'ranged tactics.',\n",
      "     \"That's too slow for bosses and it's faster to kill normal enemies with \"\n",
      "     'melee.',\n",
      "     \"It's not too hard, but some of the bosses might be annoying because they \"\n",
      "     'have a lot of attacks that can one shot you.',\n",
      "     'In this game, the attacks are randomized in execution and bosses, for '\n",
      "     'the most part, are attackable whenever.',\n",
      "     'Characters are a bit too uninteresting, even the ones you interact the '\n",
      "     'most are just kinda there; - By the time you get to the end boss he '\n",
      "     \"won't be a problem, even without any major power ups, his attacks are \"\n",
      "     'way to predictable and easy to dodge; - Not enough extra content, which '\n",
      "     'can be considered a pro because I just wanted to play more of this game.',\n",
      "     \"The boss will still hit hard, but it's less likely to one shot you with \"\n",
      "     'attacks that are adsurdly hard to dodging.',\n",
      "     \"While some of them can be pretty difficult, you'll still have a lot of \"\n",
      "     'fun seeing which attacks and maneuvers work best on which bosses.',\n",
      "     'The meat of the difficulty comes from boss battles being very punishing '\n",
      "     \"thanks to your low health - it's classic gameplay, you die to a boss \"\n",
      "     'learning its attacks and then you have to focus on being exactly where '\n",
      "     'you need to be, iterating on your previous performance until you get it '\n",
      "     'right.',\n",
      "     'I played on Hard, which pretty much forces you to master boss reads, as '\n",
      "     'many attacks will one-shot or very nearly kill you.',\n",
      "     'The final boss could have been designed better in terms of both looks '\n",
      "     'and its attacks, the difficulty should have also been increased but it '\n",
      "     'is still fun to fight against and is still harder than most of the other '\n",
      "     'bosses.',\n",
      "     'This does not allow the player to adapt and many of my boss fights '\n",
      "     'consists on spamming attacks on the boss.',\n",
      "     'Talking more about bosses, they could have used a bit more attacks.',\n",
      "     \"The boss fights are either unfair and aren't designed around the \"\n",
      "     'movement, attacks and responsiveness of your character, or they are way '\n",
      "     'too simple.',\n",
      "     \"Even bosses aren't all that difficult since most of them only have like \"\n",
      "     '3-4 attacks, and almost every attack is simply a matter of timing your '\n",
      "     'dodge-roll properly.',\n",
      "     'Each of the bosses is unique with their own special movements, attacks, '\n",
      "     'and evasions.',\n",
      "     'Your attacks do petty damage to the boss and the next instant, 80% of '\n",
      "     'your health is gone in one strike because of a boss attack that you '\n",
      "     'literally have no way of anticipating without somehow seeing into the '\n",
      "     'future.',\n",
      "     'But the bread and butter of the game are the 10ish boss battles, all of '\n",
      "     'them having multiple ways of tackling and a plethora of attacks to '\n",
      "     'dodge.',\n",
      "     'Bosses are pretty tough most of the time and you have to be patient and '\n",
      "     'dodge attacks carefully.',\n",
      "     \"Good boss fights are a puzzle that let you learn the boss's moves and \"\n",
      "     'weaknesses to ultimately avoid all their attacks and defeat them.',\n",
      "     'The average boss battle is a lot like Dark Souls, bosses hit hard, but '\n",
      "     'their attacks are predictable and telepathed, and leave them vulnerable '\n",
      "     'to a few swings from your leaf if you execute correctly.',\n",
      "     'They usually have only 3~5 different attacks, and some of those even are '\n",
      "     'ridiculously easy to dodge, even by standing still ( example: Final '\n",
      "     \"boss' final form's 2/3 attacks were straight aimed at the player, 1/3 \"\n",
      "     'was easily dodged by standing beneath it ).',\n",
      "     \"Bosses weren't very interesting, as I don't think any had more than 3 \"\n",
      "     'attacks.',\n",
      "     'In general, the bosses are slow, have almost no attacks, often very '\n",
      "     'boring ones, can go off-screen/be invulnerable for such long periods of '\n",
      "     'time, that your character literally stands still for long enough to play '\n",
      "     'the idle-fidget animations, one of which is a yawn, which is exactly '\n",
      "     'what the boss fights feel like.',\n",
      "     'The second time (for me) you encounter one of the bosses, their attacks '\n",
      "     'are a similar color to the background, which can make it hard to '\n",
      "     'distinguish them.',\n",
      "     'Most bosses so far had 2 or 3 attacks at most.',\n",
      "     \"My biggest crit would be that some of the bossses' first attacks are \"\n",
      "     \"one-shots, and they're quick too.\",\n",
      "     \"Fume knight, Artorias and Manus are some of the Souls series' best \"\n",
      "     'bosses due in large part to their wide arrays of attacks that demand '\n",
      "     'players learn them and react to them quickly and accurately.',\n",
      "     'Along with this, some bosses have attacks with minimal or NO indication.',\n",
      "     'The bosses are also fun, despite having a pretty small arsenal of '\n",
      "     'attacks.',\n",
      "     \"The combat versus common enemies isn't anything special, but the bosses \"\n",
      "     'are pretty fun, with my only gripe being that they often have only two '\n",
      "     'or three moves, which makes them not very engaging once you figure out '\n",
      "     'how to dodge and punish their few attacks.',\n",
      "     'Along with this, many bosses have attacks that either cover most of the '\n",
      "     'screen (the witch that you fight twice has an attack that is both vague '\n",
      "     'and covers a lot of the screen) or chase you down.',\n",
      "     'Pretty much all bosses have random attack orders and this could end up '\n",
      "     'in your \"favor\", allowing you to just spam your ranged attack to kill '\n",
      "     'them... or it can end up just requiring you to run around for 80% of the '\n",
      "     'fight since the enemy is offscreen throwing stuff at you.',\n",
      "     'This goes for both boss enemies and basic enemies, since at the start, '\n",
      "     \"similar to Dark Souls, when you're first playing, every enemy will hit \"\n",
      "     'as hard as a boss in a regular game, and a boss is likely to one hit you '\n",
      "     'if you miss step.',\n",
      "     'Fighting a boss that starts flashing to warn for an attack is fine but '\n",
      "     'when the attack is a massive explosion around the enemy that your '\n",
      "     'witnessing for the first time you just get one hitted, despite having '\n",
      "     'all health upgrades.',\n",
      "     'Quick Paced Combat Against Every Enemy and Challenging Combat Against '\n",
      "     'All Bosses.',\n",
      "     \"There's one boss that has an enemy in the bit of the room prior to the \"\n",
      "     'arena and that enemy will make the fight immensely painful if not '\n",
      "     'genuinely impossible if you decide not to kill it.',\n",
      "     'The combat against anything but bosses boils down to mashing the attack '\n",
      "     'button before the enemy can react to you, where they get hitstunned to '\n",
      "     'death.',\n",
      "     'Every enemy has a strategy, just like every boss has a pattern; an '\n",
      "     'exciting added challenge is that if you beat a boss without taking '\n",
      "     'damage, they will drop a special, usually very powerful, item.',\n",
      "     \"I mean, of course the player should be rewarded, after all they've spent \"\n",
      "     \"countless hours studying each boss's attack patterns to perform \"\n",
      "     'damageless runs.',\n",
      "     'One suggestion: the non-boss enemies are a bit easy to defeat, or at '\n",
      "     'least their attack patterns are really limited.',\n",
      "     'I found some of the boss fights difficult at first but once you learn '\n",
      "     \"their attack patterns it's just a matter of time until you land the \"\n",
      "     'finishing blow.',\n",
      "     \"Each boss has its own moveset, and you'll both have to keep track of \"\n",
      "     'their attack patterns but also try to develop a routine of attacking '\n",
      "     'them on your own.',\n",
      "     'I like the way the bosses look, the impact when you hit enemies w/ your '\n",
      "     'weapons, and when small star-like currency flies out of dead enemies.',\n",
      "     'Combat is slick and unforgiving, with Kaho unable to take more than a '\n",
      "     'few hits before dying, and the boss fights were particularly '\n",
      "     'entertaining, as I had to switch between bow and leaf regularly, dodging '\n",
      "     'projectiles all the while, with the added incentive of bosses dropping '\n",
      "     'special items if you defeat them without getting hit.',\n",
      "     'In fact, almost all the bosses in this game encourage you to just stand '\n",
      "     'and spam projectiles.',\n",
      "     'The bosses are meat shields that abuse the heck out of projectiles (roll '\n",
      "     'often) or deal incredibly hard melee damage.',\n",
      "     'As soon as you get the first boss drop, the melee attack becomes '\n",
      "     'objectively bad and after you get more ranged support then your leaf '\n",
      "     'becomes a nice trophy in your key items.',\n",
      "     'Same goes for boss fights which have always a save point right before '\n",
      "     'the battle.',\n",
      "     'The combat against anything but bosses boils down to mashing the attack '\n",
      "     'button before the enemy can react to you, where they get hitstunned to '\n",
      "     'death.',\n",
      "     'Also annoying is the fact that the attack button moves you slightly '\n",
      "     \"forwards, meaning that you can't just stand and hit a boss without you \"\n",
      "     'walking into them and taking damage.',\n",
      "     'The boss fights themselves were at best acceptable, and at worst just '\n",
      "     'downright annoying due to the combat mechanics.',\n",
      "     \"Even if you have the boss's pattern carved into your mind, managing to \"\n",
      "     \"dodge the opponent's moves while barely taking heavy damage from them \"\n",
      "     '(Some of said moves being too damaging for their fast speed, in my '\n",
      "     'opinion) is a tedious feat that feels unfair and frustrating, much '\n",
      "     'unlike the Souls games ever felt for me.',\n",
      "     'In regards to bosses, they all look and act very differently from each '\n",
      "     \"other (e.g. you're not just fighting a lot of big dudes in armor like in \"\n",
      "     'Dark Souls 2).',\n",
      "     'It would also be nice if there was an indicator that would show when you '\n",
      "     \"can stagger the boss and when you can't, since the timing didn't seem \"\n",
      "     'consistent in a couple of fights.',\n",
      "     'They are also varied in type, and I especially like how they handled '\n",
      "     'fights involving bosses who are roughly the same size as you, such as '\n",
      "     'Pardoner Fennel .',\n",
      "     'Speaking of bosses, the fights you have with them are intense and '\n",
      "     'downright fun.',\n",
      "     \"Most of the bosses are pretty unique battles too, so there's some nice \"\n",
      "     'variance in those fights (though there is one repeated boss battle).',\n",
      "     'The fighting is good, boss fights are solid, and in most other parts it '\n",
      "     'works pretty well.',\n",
      "     'Taking bosses in Hollow knight as an example; there you have to '\n",
      "     \"carefully choose the moment you're going to attack and you usually need \"\n",
      "     'to look out for moments when the fighting stopps, where you have to '\n",
      "     'choose between healing up or getting a few more hits in.',\n",
      "     \"That's too slow for bosses and it's faster to kill normal enemies with \"\n",
      "     'melee.',\n",
      "     \"This isn't near being a deal breaker, since enemy encounters and \"\n",
      "     'especially bossfights, for what they are, present high excitement and '\n",
      "     \"pattern-reaction dodging action, which I really liked despite combat's \"\n",
      "     'limitations.',\n",
      "     'Quick Paced Combat Against Every Enemy and Challenging Combat Against '\n",
      "     'All Bosses.',\n",
      "     'Bosses are unrewarding and dull, for the most part they consist of: '\n",
      "     'Dodge their attack that covers entire screen, then attack them, dodge '\n",
      "     'slightly different attack, attack them, Etc.',\n",
      "     'Also the way you fight enemies and bosses in this game is similar to how '\n",
      "     'you would in Dark Souls, since you have to remember enemy attack '\n",
      "     'patterns and movement in order to be successful and not take too much '\n",
      "     'damage, since you are very fragile in this game.',\n",
      "     'This goes for both boss enemies and basic enemies, since at the start, '\n",
      "     \"similar to Dark Souls, when you're first playing, every enemy will hit \"\n",
      "     'as hard as a boss in a regular game, and a boss is likely to one hit you '\n",
      "     'if you miss step.',\n",
      "     \"Bosses don't always stagger when you melee them, and in the middle of a \"\n",
      "     \"melee combo it can be hard to see the boss' tells that they're gonna \"\n",
      "     'attack.',\n",
      "     'Fun and challenging enemies, especially the bosses.',\n",
      "     'In most games, a boss has some sort of animation or sound cue before '\n",
      "     'they do a powerful attack; this game has none.',\n",
      "     'Characters are forgettable. - boring enemy designs: they have like 1 or '\n",
      "     '2 different attacks. - similarly, bosses have EXTREMELY simple attack '\n",
      "     'patterns and so every boss fight is more of a test of patience than it '\n",
      "     'is a mechanical challenge.',\n",
      "     'They usually have only 3~5 different attacks, and some of those even are '\n",
      "     'ridiculously easy to dodge, even by standing still ( example: Final '\n",
      "     \"boss' final form's 2/3 attacks were straight aimed at the player, 1/3 \"\n",
      "     'was easily dodged by standing beneath it ).',\n",
      "     'All bosses have 5 different attacks or fewer.',\n",
      "     'Good enemies and bosses.',\n",
      "     'Using Hollow Knight for comparison, the truly difficult enemies and '\n",
      "     'bosses in that game have unorthodox attack patterns, attack you from a '\n",
      "     'place that is difficult to reach, or require precise timing in dodging '\n",
      "     'and counterattacking.',\n",
      "     'Some \"sub weapons\" you receive feel a bit too strong at times, but are '\n",
      "     'rewards for beating bosses without taking damage.'],\n",
      " 1: ['Unlike Dark Souls, where this encourages you to optimize your combat on '\n",
      "     'the way to your death location, there is no recovering lost \"souls\" in '\n",
      "     'this game.',\n",
      "     'I like the tight platforming and how the death scene goes inside the '\n",
      "     'game whenever you die, along with how the combat is simple combos so '\n",
      "     \"far, the constant death doesn't bother me because at the end I feel \"\n",
      "     'rewarded and none of the enemies instant kill me so it feels fair like '\n",
      "     'Dark Souls, unlike Dark Souls 2, I love how this game understood how to '\n",
      "     'be challenging but make you feel rewarded for overcoming the challenges.',\n",
      "     \"I've beaten all 3 Dark Souls more times than I can count, beaten Salt \"\n",
      "     \"and Sanctuary more times that I can count, and I've gotten platinum in \"\n",
      "     \"Siekro--but this game's combat just felt too random for me to endure it.\",\n",
      "     'Truely souls-like with checkpoints, resetting enemies, losing progress '\n",
      "     'on death, hard bosses, etc.',\n",
      "     'In Dark Souls, Salt&Sanctuary, and Dead Cells, you are not damaged from '\n",
      "     'colliding with enemies except for certain specific cases.',\n",
      "     'I like the tight platforming and how the death scene goes inside the '\n",
      "     'game whenever you die, along with how the combat is simple combos so '\n",
      "     \"far, the constant death doesn't bother me because at the end I feel \"\n",
      "     'rewarded and none of the enemies instant kill me so it feels fair like '\n",
      "     'Dark Souls, unlike Dark Souls 2, I love how this game understood how to '\n",
      "     'be challenging but make you feel rewarded for overcoming the challenges.',\n",
      "     \"The battle system is very well made, and deaths don't feel as \"\n",
      "     'frustrating as other games such as Dark Souls.',\n",
      "     'Again making the comparison to soulsborne games, I was at times reminded '\n",
      "     'of fights such as Lady Maria from Bloodborne and the False Idol from '\n",
      "     \"Demon's Souls, just to name a couple.\"],\n",
      " 2: ['Although it has a smaller map, inventory, and enemies compared to SotN '\n",
      "     'it can steal away your hours especially when you have a deadline coming '\n",
      "     'up.',\n",
      "     'There are in-game ways to get 100% completion pretty easily, which is a '\n",
      "     \"big plus for me, though if you're not that worried about it you can \"\n",
      "     'instead use the item slots to buff your attacks ect.',\n",
      "     'Getting 100% for the achievements is both easy and difficult, as you '\n",
      "     'must be up to the challenge of clearing the game on Insane mode, where '\n",
      "     'you essentially die in one hit from everything, and on that playthrough '\n",
      "     'you will come to learn (through much frustration) just how well '\n",
      "     'put-together this game is in both map design and enemy placement.'],\n",
      " 3: ['The secret spider merchant sells an item to allow your arrows to pierce, '\n",
      "     'when combined with the fire item, makes your bow the go to for killing '\n",
      "     'common enemies and even dealing with around half of the bosses.',\n",
      "     'In regards to the passive slots (of which you have two), it could be the '\n",
      "     'Astral Charm which enables you to get more money each time you get rid '\n",
      "     'of an enemy.',\n",
      "     'Wielding an enchanted, indestructible leaf as a weapon, you encounter '\n",
      "     'all sorts of monsters and people as time goes on, the latter of which '\n",
      "     'will often guide you, sell you items and fill you in on the backstory of '\n",
      "     'the situation.'],\n",
      " 4: ['Do all enemies have a tell before firing an attack off, and are all the '\n",
      "     'enemies unique?',\n",
      "     'Some of the enemies help indicate their attack by sound.',\n",
      "     \"If you just go berserk on your enemies you're as good as dead.\",\n",
      "     'Difficulties are on point, enemies are fun and varied enough for this '\n",
      "     'short game.',\n",
      "     'Like Souls, you will learn enemy locations and attack patterns, enemies '\n",
      "     'always spawn in the same place.',\n",
      "     \"But it's not hard to see the patterns of the enemies.\",\n",
      "     'Few variety of enemies.',\n",
      "     'I just wished the enemies would hit 1/2 as hard but all these extra '\n",
      "     'items are a bit insulting.',\n",
      "     \"Sometimes you're just supposed to outright ignore enemies.\",\n",
      "     'Enemies could have been more varied and it was a tad short but those are '\n",
      "     'minor complaints when everything else is just so damn good.',\n",
      "     'Enemies spawn out of nowhere.',\n",
      "     'Combine this with the fact that those enemies usually come in groups of '\n",
      "     '2 or more & they throw knives with infinite range even from offscreen.',\n",
      "     \"Repetitive 'normal' enemies that vary inconsistently in difficulty.\",\n",
      "     'However some of the enemies you encounter are uh.. a little flat.',\n",
      "     \"Even the first enemies in the game can still pose a threat if you don't \"\n",
      "     \"respect them enough (very similar to the soul's games).\",\n",
      "     'Little variation between enemies, enemies are reused.',\n",
      "     'Interesting and fun enemies.',\n",
      "     'Enemies are not as varied as I would have hoped.',\n",
      "     \"Some of the enemies might seem a little cheap sometimes, but really it's \"\n",
      "     \"more that they're just challenging and later environments can be very \"\n",
      "     'tricky.',\n",
      "     'Along the way, you will fight enemies and meet a few characters.',\n",
      "     'Low variety of enemies.',\n",
      "     'Some enemies are also really spongy which makes the excessive retries '\n",
      "     'annoying.',\n",
      "     'The noises the enemies make range from innocent, to heartbreaking, to '\n",
      "     'scary.',\n",
      "     'There is a pick of the lot count of enemies, however, dealing with them '\n",
      "     'often boiled down to the same tactic of either shoot untill dead or stun '\n",
      "     'lock combo till dead, with only one exception I can remember.',\n",
      "     'The enemies and enviroments are varied and keep you on your feet.',\n",
      "     'There are a lot of branching paths a a wide variety of different types '\n",
      "     'of areas and enemies.',\n",
      "     'Good bosses and sadistically placed enemies who will frequently 1-2 shot '\n",
      "     'you on Hard difficulty makes up for the relatively short playtime.',\n",
      "     'The enemies are either a fat guy who contact damages you with his gut, '\n",
      "     'fat guy with homing attacks, or fat guy with bombs.',\n",
      "     'Are enemies hard due to massive amounts of health?',\n",
      "     'Unlike prior entries in the series, RUtM features enemies which not only '\n",
      "     'look nice, but actually present challenge to the player, especially in '\n",
      "     'situations with small mobs.',\n",
      "     'Some enemies from the very beginning will also be at the very end in the '\n",
      "     'same form.',\n",
      "     'The enemies are detailed, the backgrounds too.',\n",
      "     '2- Big diversity of enemies.',\n",
      "     'Enemies themselves are pretty fun to fight.',\n",
      "     'And of course, random dips in the fairness of certain obstacles, '\n",
      "     'enemies, and in the often human bosses.',\n",
      "     'Be it the movement, the limited moveset, the lack of variety in enemies '\n",
      "     'and boss attacks and other things.',\n",
      "     'Do all enemies have a tell before firing an attack off, and are all the '\n",
      "     'enemies unique?',\n",
      "     'Sometimes you just want to kill all the enemies on a stage and stick '\n",
      "     \"around to inspect the art; it's that good.\",\n",
      "     'However, what keeps enemies interesting is the COMBINATION of different '\n",
      "     'enemies at once.',\n",
      "     'Some of the enemies help indicate their attack by sound.',\n",
      "     'The game also has a bad habit of not showing or telling you what enemies '\n",
      "     'do before they hit you.',\n",
      "     'The enemies are varied and ramped up the difficulty as you go alot but '\n",
      "     'without falling into artificial difficulty pits.',\n",
      "     \"You can't choregraph some of the enemies, and some of the placement of \"\n",
      "     'the enemies is really aggravating to deal with.',\n",
      "     'The enemies are good but could have need a bit more variation.',\n",
      "     'Enemies are variant and sometimes surprising, but difficulty is not '\n",
      "     'nicely balanced.',\n",
      "     'Some of the enemies you find in the beginning are the same ones you find '\n",
      "     'right before the final boss room and there really could have been a bit '\n",
      "     'more variety.',\n",
      "     'While there are new sprites for enemies in new areas, there are a number '\n",
      "     'of enemy types which are pretty much the same.',\n",
      "     'The enemies are fairly varied, and have a good mix of styles.',\n",
      "     'After advancing past the beach level you will find lots of common '\n",
      "     'enemies to fight ranging from insecurities, meninists, harassers, and '\n",
      "     'haters.',\n",
      "     'Only a few enemy types.',\n",
      "     'Full disclosure, if you were to face any enemy 1 on 1, you would '\n",
      "     'probably destroy them.',\n",
      "     'While there are new sprites for enemies in new areas, there are a number '\n",
      "     'of enemy types which are pretty much the same.',\n",
      "     'Lastly some of the enemy types.',\n",
      "     'Every time you kill an enemy not only will he.',\n",
      "     \"Once you know the attack patterns of your enemy it's almost a peace of \"\n",
      "     'cake.',\n",
      "     \"Not officially, but I'm a fan of high enemy variety in terms of visuals, \"\n",
      "     'especially in scale of your foes.',\n",
      "     'Like Souls, you will learn enemy locations and attack patterns, enemies '\n",
      "     'always spawn in the same place.',\n",
      "     \"Once you know the attack patterns of your enemy it's almost a peace of \"\n",
      "     'cake.',\n",
      "     'Different enemies requires different approach.',\n",
      "     'However, what keeps enemies interesting is the COMBINATION of different '\n",
      "     'enemies at once.',\n",
      "     'Perhaps a spirit who appears when the nearby enemies are defeated.',\n",
      "     'Enemy variety is interesting.',\n",
      "     'One complaint that I do have is that there is a lack in enemy variety, '\n",
      "     'with most of the monsters being reused in multipe areas and the ones '\n",
      "     'that are unique to specific areas not feeling very special.'],\n",
      " 5: ['An awesome metroidvania with fun combat and exploration and a nice '\n",
      "     'soundtrack.',\n",
      "     'There are not that many items but every item serves a porpouse, the '\n",
      "     'combat is good and the world is beatiful and really metroidvania like, '\n",
      "     'also the progression sistem feels natural, and the enemies can be '\n",
      "     'challenging without being really frustrating for the most part.',\n",
      "     'Platforming and combat is great leading to a satisfying metroidvania '\n",
      "     'experience.',\n",
      "     'Movement and combat feels amazing, the sense of exploration is just '\n",
      "     'right, and if you want to scratch that metroidvania itch but your gaming '\n",
      "     \"time is limited then this is what you're looking for,\",\n",
      "     'Great metroidvania for newcomers to the genre if you want a quick '\n",
      "     'experience with combat and exploration.',\n",
      "     'Art is great, combat is great, nice little Metroidvania.',\n",
      "     'Good metroidvania, focused on combat with good and open exploration.',\n",
      "     \"It's a really fun metroidvania that I think goes under the radar with \"\n",
      "     'really fun combat mechanics, boss fights, and combat.',\n",
      "     'If you want a good Metroidvania style game with emphasis on combat that '\n",
      "     'you can finish up in about 5 hours, this is the game for you.',\n",
      "     'It is easy to recommend this to EVERYONE that likes Metroidvania or '\n",
      "     'simply platformers with plenty of challenge on the combat.',\n",
      "     'Really enjoyable metroidvania with tight controls, combat feels almost '\n",
      "     'darksoulsy, and the checkpoint/healing item system is definatly in that '\n",
      "     'style.',\n",
      "     \"Well, it's a 2-sidescroller with an emphasis on combat and exploration, \"\n",
      "     'ala your other Metroidvanias and such (hence my calling it like one of '\n",
      "     'those games earlier).',\n",
      "     'Feels sort of like half Megaman and half Castlevania, with a dash of '\n",
      "     'Dark Souls thrown in with the combat evading.',\n",
      "     \"You're doing yourself a disservice if you don't give this game a \"\n",
      "     \"playthrough, it's quality of production is astronomical, I would like to \"\n",
      "     'personally thank rdein for ever making this, the art is superb, the '\n",
      "     'platforming is tight, and the combat is a joy, with all of these '\n",
      "     'ingredients combined, you get a short but incredibly sweet Metroidvania '\n",
      "     'that pushes all of my buttons as a fan of the genre.',\n",
      "     \"It's a really great 2D game with nods to DS and Castlevania, with simple \"\n",
      "     'melee / ranged combat and platforming, appealing art style (pixely SD '\n",
      "     'anime girls, what!?) and a great soundtrack.',\n",
      "     \"It's a metroidvania mostly close to the GBA/DS Castlevania games and the \"\n",
      "     'combat is somewhat reminiscent of the Mega Man Zero games, you get a '\n",
      "     'leaf (a sword like weapon) and a bow which you can charge up for more '\n",
      "     'powerful attacks just like the blaster in Mega Man.',\n",
      "     \"I would say it's Metroidvania in exploration, but in combat, it's got \"\n",
      "     'some things like Souls.',\n",
      "     'Cute graphics, fun combat, challenging boss battles, a solid '\n",
      "     'Metroidvania.',\n",
      "     'A simple but very enjoyable metroidvania, with cool pixel graphics, '\n",
      "     'gameplay and combat.',\n",
      "     'But plenty of secrets and upgrades for those who like that and '\n",
      "     'metroidvania style. feel the combat and bosses could be improved in '\n",
      "     'parts, in terms of variety of attacks and defense they used (once you '\n",
      "     'know the bossess three main attacks, you can beat it pretty easily, '\n",
      "     'although I only played on normal and hard difficulty)',\n",
      "     \"It's a 2D action platformer with metroidvania elements... but what makes \"\n",
      "     'this game stand out, aside from the absolutely amazing artstyle, is the '\n",
      "     'combat.',\n",
      "     'Beautiful graphics and animations, intuitive and satisfying controls and '\n",
      "     'combat, and a solid metroidvania gameworld.',\n",
      "     'Awesome metroidvania with fluid controls and combat.',\n",
      "     'A MASSIVELY fun game that you will find yourself racking up lots of '\n",
      "     \"hours playing if you're a Darksouls/Metroidvania kind of fan or even if \"\n",
      "     'you just like platforming and combat.',\n",
      "     'The difficulty at times feels more castlevania than metroid though, with '\n",
      "     'enemies placed in unnerving locations or just very heralding jump '\n",
      "     'challenges.',\n",
      "     'This metroidvania might feel a bit short compared with other games of '\n",
      "     \"the genre, but that doesn't make it feel devoid of well designed areas, \"\n",
      "     'charming artwork and music, challenging enemies and memorable bosses.',\n",
      "     'There are not that many items but every item serves a porpouse, the '\n",
      "     'combat is good and the world is beatiful and really metroidvania like, '\n",
      "     'also the progression sistem feels natural, and the enemies can be '\n",
      "     'challenging without being really frustrating for the most part.',\n",
      "     'Fantastic metrovania type platformer with melee and ranged combat.',\n",
      "     \"Normally, I don't like metroidvanias that only has 1 type of main \"\n",
      "     'weapon.',\n",
      "     'But plenty of secrets and upgrades for those who like that and '\n",
      "     'metroidvania style. feel the combat and bosses could be improved in '\n",
      "     'parts, in terms of variety of attacks and defense they used (once you '\n",
      "     'know the bossess three main attacks, you can beat it pretty easily, '\n",
      "     'although I only played on normal and hard difficulty)',\n",
      "     'The fighting system is great and I like how the game stops for a '\n",
      "     'millisecond whenever you hit an enemy, Overall its a really good game if '\n",
      "     'you wanted to get your platformer/Metroidvenia dose.',\n",
      "     'Again, seeing it compared to Dark Souls, Castlevania or Metroid - in all '\n",
      "     'of those your weapons change a lot - this is quite the letdown.',\n",
      "     'Great metroidvania with engaging combat and level design.',\n",
      "     'It plays like a metroidvania-like (2D platformer with simple melee and '\n",
      "     'ranged attacks where you need to unlock abilities hidden across an '\n",
      "     'expansive 2D labyrinth to progress, etc ...) mixed with elements from '\n",
      "     'dark souls (limited healing items that replenish on checkpoints, boss '\n",
      "     'structures and themes, cryptic NPC encounters and non-linear NPC '\n",
      "     'storylines, etc ...)',\n",
      "     'Cute, fun and addictive metroidvania that pulls you in with enjoyable '\n",
      "     'combat and exploration without wasting your time on excessive RPG '\n",
      "     'elements.',\n",
      "     'And I guess we can call it a Metroidvania, but I am sure it would be '\n",
      "     'even greater if the dash, double jump, and ranged weapon were acquired '\n",
      "     'during the gameplay.',\n",
      "     \"It's a metroidvania mostly close to the GBA/DS Castlevania games and the \"\n",
      "     'combat is somewhat reminiscent of the Mega Man Zero games, you get a '\n",
      "     'leaf (a sword like weapon) and a bow which you can charge up for more '\n",
      "     'powerful attacks just like the blaster in Mega Man.',\n",
      "     'A great metroidvania sidescroller with combat mechanics that feel good.',\n",
      "     'This game has improved on the combat mechanics of the previous games and '\n",
      "     'in some ways I would even call it a metroidvania with lots of areas to '\n",
      "     'explore, well designed boss fights, and tons of power ups to collect.',\n",
      "     \"It's a really fun metroidvania that I think goes under the radar with \"\n",
      "     'really fun combat mechanics, boss fights, and combat.',\n",
      "     'Good anime aesthetic, dark souls-style combat, and a well crafted '\n",
      "     'metroidvania world to tie it all together.',\n",
      "     'Perfectly crafted Metroidvania; peaceful music, a just large enough map, '\n",
      "     'and satisfying combat.',\n",
      "     'A short but very, very sweet metroidvania experience with fantastic '\n",
      "     'pixel art, satisfying combat, and plenty of clever secrets.',\n",
      "     'The graphics and bossfights are a lot like Castlevania (in terms of '\n",
      "     'fighting).',\n",
      "     'Most of my deaths were from basic enemies, which is a change from '\n",
      "     'standard Metroidvania gameplay in which the bosses are usually harder '\n",
      "     'than the nearby enemies.',\n",
      "     \"It's a metroidvania mostly close to the GBA/DS Castlevania games and the \"\n",
      "     'combat is somewhat reminiscent of the Mega Man Zero games, you get a '\n",
      "     'leaf (a sword like weapon) and a bow which you can charge up for more '\n",
      "     'powerful attacks just like the blaster in Mega Man.',\n",
      "     'At its core, this game is basically a 2D Metroid-style exploration game, '\n",
      "     'with an emphasis on melee combat.',\n",
      "     \"It's a metroidvania mostly close to the GBA/DS Castlevania games and the \"\n",
      "     'combat is somewhat reminiscent of the Mega Man Zero games, you get a '\n",
      "     'leaf (a sword like weapon) and a bow which you can charge up for more '\n",
      "     'powerful attacks just like the blaster in Mega Man.',\n",
      "     'It plays like a metroidvania-like (2D platformer with simple melee and '\n",
      "     'ranged attacks where you need to unlock abilities hidden across an '\n",
      "     'expansive 2D labyrinth to progress, etc ...) mixed with elements from '\n",
      "     'dark souls (limited healing items that replenish on checkpoints, boss '\n",
      "     'structures and themes, cryptic NPC encounters and non-linear NPC '\n",
      "     'storylines, etc ...)',\n",
      "     \"It's a really great 2D game with nods to DS and Castlevania, with simple \"\n",
      "     'melee / ranged combat and platforming, appealing art style (pixely SD '\n",
      "     'anime girls, what!?) and a great soundtrack.',\n",
      "     'It has a bit of Souls, the Metroidvania style, skilled & challenging '\n",
      "     'enemies.',\n",
      "     'But plenty of secrets and upgrades for those who like that and '\n",
      "     'metroidvania style. feel the combat and bosses could be improved in '\n",
      "     'parts, in terms of variety of attacks and defense they used (once you '\n",
      "     'know the bossess three main attacks, you can beat it pretty easily, '\n",
      "     'although I only played on normal and hard difficulty)',\n",
      "     'A nice ~7 hour metroidvania, good pixel art, good bosses, difficult '\n",
      "     'enough to be challenging without being frustrating, relatively simple '\n",
      "     'combat but in an enjoyable way.',\n",
      "     \"It's short metroidvania game with simple combat, nice exploration and \"\n",
      "     'decent Boss fights.',\n",
      "     'An one-of-a-kind 2D castlevania style platformer with amazing artwork, '\n",
      "     'an eye catching story, tactical yet simple combat, and addicting overall '\n",
      "     'gameplay.',\n",
      "     'This game has the standard MetroidVania elements, such as, health and '\n",
      "     'weapon upgrades, hidden collectibles, secret areas, the ability to warp '\n",
      "     'between save points, some moderately difficult boss fights, a difficulty '\n",
      "     'setting, and features more than one ending.',\n",
      "     'A great post-Dark Souls metroidvania with intuitive and responsive '\n",
      "     'controls, solid combat mechanics, challenging and varied boss fights, '\n",
      "     'and great pixel art and animation.',\n",
      "     'Most of my deaths were from basic enemies, which is a change from '\n",
      "     'standard Metroidvania gameplay in which the bosses are usually harder '\n",
      "     'than the nearby enemies.',\n",
      "     \"What I'm trying to say is you have Castlevania's classic metroidvania \"\n",
      "     'gameplay and huge bosses and super beautifully detailed sprites and huge '\n",
      "     'roster of cool enemies to fight, a big map, powerups to gain, items to '\n",
      "     \"equip to grant bonuses and such, and then it's got this great \"\n",
      "     'Touhou-esque feel of the designs of all the characters (like 90% of '\n",
      "     \"which seem to be women; and badass ones at that, so that's definately \"\n",
      "     'appreciated), plus you got the Soulsborne feel of the environments and '\n",
      "     'the awesome dodgeroll and just how sinister and creepy some bits feel, '\n",
      "     'and lots of lore on the item descriptions and with the worldbuilding via '\n",
      "     'dialogue with NPCs.',\n",
      "     'This is a great MetroidVania with some interesting combat and a '\n",
      "     'compelling in game universe.'],\n",
      " 6: [\"The biggest gripe with this attack in particular is that the attack's \"\n",
      "     'AoE kicks up a purple cloud that dissappears, however this cloud can '\n",
      "     'still curse you when it has almost completely vanished and is hard to '\n",
      "     'tell that it is even there anymore.',\n",
      "     'The problem with this is that the start of this attack is no different '\n",
      "     'than the other attacks, is VERY fast, and has an AoE that covers a '\n",
      "     'sizable portion of the fighting area.',\n",
      "     'One miniboss had two attacks.',\n",
      "     'The problem with this is that the start of this attack is no different '\n",
      "     'than the other attacks, is VERY fast, and has an AoE that covers a '\n",
      "     'sizable portion of the fighting area.'],\n",
      " 7: ['The boobs of decay gives you two hours to prepare before each of her '\n",
      "     'attacks.',\n",
      "     'You get into several fights with this enormous witch... and her '\n",
      "     'breasts.'],\n",
      " 8: ['Combat uses 6 of them.',\n",
      "     'The combat is kinda so-so ,and so does the story.',\n",
      "     'The combat has alot of weight to it,',\n",
      "     'The combat is ridiculously fluid with a combo system.',\n",
      "     'Combat is more fluid and engaging than ever before.'],\n",
      " 9: ['Neither combat nor exploration ever feel like a chore.',\n",
      "     'Combat was pretty simplistic but never felt too repetitive or arduous.',\n",
      "     'Control and fight mechanics were clean and simple and never felt '\n",
      "     'cumbersome.'],\n",
      " 10: ['The characters, and even some of the enemies, are strong and adorable '\n",
      "      'in equal measure.',\n",
      "      'The main character, the npcs, god even the imps and enemies have super '\n",
      "      'cute designs...',\n",
      "      'It reminds me a lot of Shantae in terms of character designs, where '\n",
      "      'almost every character and enemy is either a waifu or a '\n",
      "      'goofy-looking-monster-thing.',\n",
      "      'Cute npc,main character,enemy and boss designs.',\n",
      "      'I also thought the character design (especially the main character + '\n",
      "      'weapon) was pretty cool and unique.'],\n",
      " 11: ['Multiple different ways to engage enemies and take them out '\n",
      "      \"efficiently, you won't go into every fight the exact same way.\",\n",
      "      'Very few of them have a special sound effect or attacks that set them '\n",
      "      'apart from each other, and after 1 fight you can easily kill them every '\n",
      "      'time.',\n",
      "      \"The enemies themselves don't pose any threat to the player, aside from \"\n",
      "      'some magic projectiles that do large amounts of HP.',\n",
      "      \"They don't force you to play any differently than you already would \"\n",
      "      'have (in this case, mashing X on enemies, rolling through their '\n",
      "      \"attacks, and mashing arrows when you're too far away to mash X); they \"\n",
      "      'serve more as +damage with different flavors.',\n",
      "      \"Enemies aren't covered in acid while you're doing a normal combo on \"\n",
      "      'them.',\n",
      "      'You get both from the start and they both deal the same amount of '\n",
      "      'damage to enemies without any enhancements.',\n",
      "      'Multiple different ways to engage enemies and take them out '\n",
      "      \"efficiently, you won't go into every fight the exact same way.\",\n",
      "      \"Even as you get close to the end, the enemies don't become sponges.\",\n",
      "      \"They don't force you to play any differently than you already would \"\n",
      "      'have (in this case, mashing X on enemies, rolling through their '\n",
      "      \"attacks, and mashing arrows when you're too far away to mash X); they \"\n",
      "      'serve more as +damage with different flavors.',\n",
      "      'Very few of them have a special sound effect or attacks that set them '\n",
      "      'apart from each other, and after 1 fight you can easily kill them every '\n",
      "      'time.',\n",
      "      \"It's a little disappointing that your main ways of attacking stay the \"\n",
      "      'same over the course of the game.',\n",
      "      'And regular enemies that are peppered about pose no real threat to a '\n",
      "      \"player that's savvy and observant.\",\n",
      "      \"You don't get any new weapons, so you always have only 2 very specific \"\n",
      "      'attacks.',\n",
      "      \"You don't get any new weapons, so you always have only 2 very specific \"\n",
      "      'attacks.'],\n",
      " 12: ['Feels unpolished, with things like some enemies leaving small black '\n",
      "      'boxes into the walls after death.',\n",
      "      'Many of the areas are littered with empty and pointless rooms with '\n",
      "      'decorative doors that go nowhere, and the same enemies appearing over '\n",
      "      'and over again.',\n",
      "      'This game makes that mistake, populating the first cluster of areas you '\n",
      "      'pass through with shield imps who are basically nigh-impossible to '\n",
      "      'actually kill, paired with poison-throwing imps who carpet-bomb much '\n",
      "      'ground (or anything vaguely near you) and are very annoying to avoid '\n",
      "      '(and as it later turned out, these were the only armored and '\n",
      "      'poison-inflicting enemies in the entire game).',\n",
      "      'This is basically gone in the mid-game, but it returns in the late game '\n",
      "      'with enemies like paintings and statues that blend in with background '\n",
      "      'elements until you start recognizing their exact shape, as well as some '\n",
      "      'enemies that literally appear from the walls and hit you.',\n",
      "      'There are also places where enemies that are designed to blend into the '\n",
      "      'background (paintings, statues) are introduced by placing them on the '\n",
      "      'other side of an instant death pit, causing you to slam your face into '\n",
      "      'them and die.',\n",
      "      \"Sometimes, it's frustrating to have to go through the same rooms over \"\n",
      "      'and over again (and fight the same enemies--they respawn the moment you '\n",
      "      'leave the room), but it adds stakes to death.',\n",
      "      'Certain rooms have enemies appear on top of you, leading to cheap '\n",
      "      'deaths for those playing for the first time around.',\n",
      "      'Get killed in the next room by the same enemy.',\n",
      "      'And the worst part : all this fucking game is a mindfucking maze with '\n",
      "      'nothing else to do than escape the enemys...'],\n",
      " 13: ['The combat in Momodora: RUTM is snappy and well executed.',\n",
      "      'Momodora: RUtM is a soulslike metroidvania, with all that implies: '\n",
      "      'pattern-based combat, free exploration, and collecting secret items and '\n",
      "      'upgrades.',\n",
      "      'The fourth of the Momodora series, RUtM comes back with a revamped art '\n",
      "      'style and gameplay, creating a great game that is satisfying to play '\n",
      "      'and really put yourself into, where you find yourself saying things '\n",
      "      'like \"I should have just dodged there.\", \"Why did I go for that '\n",
      "      'attack?\" or other things that\\'d be considered vulgar language.',\n",
      "      \"Well, from the get go, you're gonna realise Momodora: RUtM takes its \"\n",
      "      \"inspiration much from Dark Souls; it's got quite the difficulty to it, \"\n",
      "      'forcing you to take advantage of invincibility-frames with your dodge '\n",
      "      \"rolls, learning patters of your enemies, and deciding how you're going \"\n",
      "      'to face all of your enemies; cautiously & patiently, or going '\n",
      "      'ham-sandwich.',\n",
      "      'Aloha, this is my review of Momodora, a side-scrolling Metroidvania '\n",
      "      'platform RPG where you play as a white robed priest named Kaho and use '\n",
      "      'the most unlikely of weapons to fight through hordes of monsters and '\n",
      "      \"bosses and stop the queen's curse from corrupting the land.\",\n",
      "      'Momodora is a wonderfully made, pick-up-and-play Metroidvania that '\n",
      "      'scratches the action platformer itch, provides tons of cute sprites, '\n",
      "      'tough enemies and obstacles, stark art direction, and great music.'],\n",
      " 14: ['The smooth transitions in the fight make it feel natural.',\n",
      "      'The gameplay flows together in a nice mix, between the exploration, the '\n",
      "      'combat, and the movement between the 2, with extremely responsive '\n",
      "      'controls (which can be customized to your liking).',\n",
      "      'Controls are very responsive, and allow you to flow in combat from one '\n",
      "      'attack to the next.',\n",
      "      'The combat felt very fluid, and while not very advanced, I think it '\n",
      "      'benefits from being more simple so you can concentrate more on not '\n",
      "      'dying to some tough patterns.',\n",
      "      'That being said the platforming was good and the combat felt great.',\n",
      "      'Combat is good.',\n",
      "      'Despite that, combat just feels good.',\n",
      "      'The combat is tight and clever.',\n",
      "      'Combat feels meaty and heavy in a very satisfying way.',\n",
      "      'Gripping and tight, the combat is simply excellent.',\n",
      "      'Controls are tight and the combat has a nice weight to it.',\n",
      "      'The combat is fair (I highly recommend playing on hard, since easy is '\n",
      "      'just too easy), quick and more or less interesting.',\n",
      "      'The combat is just slow enough to be engaging but not slow or difficult '\n",
      "      'enough to be compared to Dark Souls (which is a good thing).',\n",
      "      'The combat is fine, and mostly comes down to dodging and hitstun, so I '\n",
      "      'wish there was a little more depth there.',\n",
      "      'The combat is very strong in my feeling, fast, but allowing you to play '\n",
      "      'slow when needed.',\n",
      "      'Combat has a nice visceral feel to it.',\n",
      "      'Controls feel just right; combat and platforming is smooth.',\n",
      "      'The controls are tight, combat is satisfying, and there are secrets '\n",
      "      'hidden everywhere.',\n",
      "      'The combat is smooth and satisfying, and you can find a wide variety of '\n",
      "      \"items to enhance Kaho's attacks or gain new ones.\",\n",
      "      'The combat also holds pretty well.',\n",
      "      'Combat is smooth and satisfying, but also super punishing starting in '\n",
      "      'the 2nd section but gets easier (or you just have to get better) as you '\n",
      "      'keep going.',\n",
      "      'I recommend a controller, as this game requires precise control in '\n",
      "      'combat and platforming.',\n",
      "      'Combat, platforming, exploring, all of it are better because of these '\n",
      "      'controls.',\n",
      "      'For me, the combat never crossed into being too frustrating to enjoy '\n",
      "      'even on harder difficulties, but your experience may vary.',\n",
      "      'With only a few changes, the combat feels miles better than in the '\n",
      "      'previous game and every strike feels weighty and deliberate.',\n",
      "      \"Not sure it's needed and can add a cheapness to the combat!\",\n",
      "      'Combat feels good and precise.',\n",
      "      'The combat is well built.',\n",
      "      'Combat feels nice.',\n",
      "      'Though that could be me getting used to the controls and combat.',\n",
      "      'However, the combat leaves much to be desired.',\n",
      "      \"There isn't a ton of variety in combat or movement, but the controls \"\n",
      "      'feel good and was very enjoyable.',\n",
      "      \"It's these small techniques that made combat very enjoyable for me.\",\n",
      "      'The combat has a very meaty feel.',\n",
      "      'The platforming and combat are both handled well and feel very '\n",
      "      'satisfying.',\n",
      "      'In addition, from the very beginning, the controls feel very intuitive '\n",
      "      'for both movement and combat.',\n",
      "      'Combat feels great.',\n",
      "      'The combat has a nice flow to it, despite the short combos.',\n",
      "      'One minor gripe I have with the combat is that it is two directional.',\n",
      "      'The combat is tough, but fair.',\n",
      "      'On normal I felt the combat was too easy, but on Hard I was one-shot '\n",
      "      'often, dampening my enjoyment of the exploration aspect, which I most '\n",
      "      'wanted to enjoy (That said, I appreciate the extra effort in different '\n",
      "      'enemy placements on hard!).',\n",
      "      'The movement, the controls, the combat.',\n",
      "      'Combat is juicy and fun, with delicious impacts on every hit.',\n",
      "      'Combat works and feels just right!',\n",
      "      \"As I said, it's solid when it comes down to platforming and combat.\",\n",
      "      'Combat is... visceral?',\n",
      "      'I enjoy the combat despite the simplicity.',\n",
      "      'Making lot of combat a little 1 dimensional.',\n",
      "      'The difficulty is a bit extreme for me, the combat almost feels a bit '\n",
      "      'Dark Souls-ish which I am personally not a fan of due to its '\n",
      "      'frustrating nature.',\n",
      "      'The weapons you get at the start are basically what you have for the '\n",
      "      'rest of the game, and the combat feels really solid.',\n",
      "      'The combat and platforming are completely solid, but some enemies were '\n",
      "      'pointlessly frustrating.',\n",
      "      \"They all combine pretty nicely for fast paced combat, it's very \"\n",
      "      'gratifying to kill enemies with them.',\n",
      "      'Combat can feel a little repetitive after awhile though.',\n",
      "      'Very rewarding and solid mechanics in combat and movement.',\n",
      "      'Combat is smooth.',\n",
      "      'The combat is a neat idea, but the movement and responsiveness really '\n",
      "      'needs to be sharper.',\n",
      "      'Combat feels only decent.',\n",
      "      'The combat has little variety, but feels fluid and satisfying.',\n",
      "      'The combat and graphics all feel so smooth and natural.',\n",
      "      'Gameplay wise, I feel the combat against regular enemies is solid, and '\n",
      "      'most of the regions are fun to explore.',\n",
      "      'Combat is good, I appreciate how easy it is to stunlock most enemies, '\n",
      "      'and some bosses.',\n",
      "      'Very few ways to mix up combat, in some respects.',\n",
      "      'MMZ is one of my favorites because of the combat feels good.',\n",
      "      \"Nothing particularly original about the combat, but it's solid and the \"\n",
      "      'controls are well polished.',\n",
      "      \"Combat and movement is good but there isn't much variation.\",\n",
      "      'The combat is pretty great too, and keeps its momentum pretty well once '\n",
      "      'you get the hang of it.',\n",
      "      \"The combat is good 'though I feel it could have even more depth.\",\n",
      "      'The combat feels great, even though the roll is a bit tricky to master '\n",
      "      'since the invincibility frames are scarce.',\n",
      "      'Combat however is not.',\n",
      "      'The combat is loads of fun to learn and even more exciting once you '\n",
      "      'have a good handle on the controls!',\n",
      "      'Combat was ok though.',\n",
      "      \"I wouldn't call the combat bland, but it could use some work.\",\n",
      "      'Combat is solid.',\n",
      "      'Little variety in how you approach combat.',\n",
      "      'The controls are tight and the combat is fun.',\n",
      "      'First off, the combat has some issues.',\n",
      "      \"The combat is solid and really clicks once you've learned the rhythm of \"\n",
      "      'it.',\n",
      "      'The combat is very fun and each strike feels weighty.',\n",
      "      'Combat and platforming feels tight.',\n",
      "      'Combat is satisfying.',\n",
      "      'The combat is pretty standard, but still very much enjoyable.',\n",
      "      'Very fluent controls and many options for different play styles makes '\n",
      "      'the combat always engaging.',\n",
      "      'Controls and Combat.',\n",
      "      'Combat is extremely satisfying, with all of your hits feeling powerful.',\n",
      "      'Controls are tight and responsive and combat is slick and skill based.',\n",
      "      'The controls are comfortable and combined with the combat make it a '\n",
      "      'challenging experience that will leave you satisfied.',\n",
      "      'Good feel combat / difficulty. -',\n",
      "      'The combat is so smooth, fluid and feels great.',\n",
      "      'The combat was pretty good too.',\n",
      "      'The combat is incredibly fun and controls very well (at least on '\n",
      "      'gamepad).',\n",
      "      'Gameplay is really satisfactory, you might die at the start while you '\n",
      "      'get a grip of the movement and attacks, but once you get used to it you '\n",
      "      'realize how tight the controls and combat are.',\n",
      "      'The controls are tight and work well, making combat fun and exciting.',\n",
      "      'Combat is skillful, movement is smooth and fluid.',\n",
      "      'Movement mechanics are satisfying, platforming and combat require some '\n",
      "      \"level of skill so it's not a complete breeze.\",\n",
      "      \"As a result you get combat that's.\",\n",
      "      'From the get go, the combat is satisfying.',\n",
      "      'Controls are very responsive, and allow you to flow in combat from one '\n",
      "      'attack to the next.',\n",
      "      \"There's like 5 ways to boost your attack but once you get to the end, \"\n",
      "      'you have a deadly dou combo that makes the game too much easier.',\n",
      "      'Combat is good, I appreciate how easy it is to stunlock most enemies, '\n",
      "      'and some bosses.',\n",
      "      'So if you want to get into the combat system and how the enemies play, '\n",
      "      'I recommend the normal difficult.',\n",
      "      'Fighting enemies and exploring the areas is very enjoyable.',\n",
      "      \"They all combine pretty nicely for fast paced combat, it's very \"\n",
      "      'gratifying to kill enemies with them.',\n",
      "      'The combat and platforming are completely solid, but some enemies were '\n",
      "      'pointlessly frustrating.',\n",
      "      \"It's really good for picking off common enemies at a distance.\",\n",
      "      'Gameplay is really satisfactory, you might die at the start while you '\n",
      "      'get a grip of the movement and attacks, but once you get used to it you '\n",
      "      'realize how tight the controls and combat are.',\n",
      "      'The combat is smooth and satisfying, and you can find a wide variety of '\n",
      "      \"items to enhance Kaho's attacks or gain new ones.\",\n",
      "      'The weapons you get at the start are basically what you have for the '\n",
      "      'rest of the game, and the combat feels really solid.',\n",
      "      'Good combat and overall a good experience.',\n",
      "      'If you value good combat, all of this might irritate you.',\n",
      "      'Gameplay wise, I feel the combat against regular enemies is solid, and '\n",
      "      'most of the regions are fun to explore.',\n",
      "      'The moment system feels good and each battle makes you want to perform '\n",
      "      'better than before.',\n",
      "      'So if you want to get into the combat system and how the enemies play, '\n",
      "      'I recommend the normal difficult.',\n",
      "      'But theres little room for improvement with the combat system so really '\n",
      "      'its just hard for hardness sake.',\n",
      "      'The controls are splendid (I used a controller), the combat system is '\n",
      "      \"fast paced and difficult enough that nothing's too easy and the story's \"\n",
      "      'not agressively force fed to you.',\n",
      "      \"I feel like that there's a fundamental problem with this combat system; \"\n",
      "      \"it's two dimensional.\",\n",
      "      'It takes a bit to get used to the combat system but other than that it '\n",
      "      'is a masterpiece.',\n",
      "      'However, once I got used to the combat system, it became almost a bit '\n",
      "      'too easy.',\n",
      "      'The combat mechanics are really enjoyable, I really felt that I can '\n",
      "      'control the character as I want, that fell dumb when I say it.',\n",
      "      'Tight controls, satisfying combat, and filled to the brim with secrets.',\n",
      "      'Tight, satisfying combat and enough content to justify the pricetag.',\n",
      "      \"Fighting doesn't seem too interesting at the very beginning, but it \"\n",
      "      'gets a lot better.',\n",
      "      'The fighting feels great and challanging, forcing you to think about '\n",
      "      'each move.',\n",
      "      \"Fighting is what you'll be doing most of the time, and I'll tell you up \"\n",
      "      \"front that while I found it quite good, it's also bound to be stiffer \"\n",
      "      \"than you're expecting.\",\n",
      "      'Gameplay and fighting mechanics are smooth.',\n",
      "      'The melee combat has such a wonderful weight to it that is just so '\n",
      "      'satisfying to me.',\n",
      "      'The combat controls are also exactly right.'],\n",
      " 15: [\"It's just some rooms chained together with enemies dumped into them and \"\n",
      "      'being tagged as metroidvania.',\n",
      "      'Do you with Metroid had more melee combat and items, and cute girls in '\n",
      "      'it?'],\n",
      " 16: ['That single 3 hit swing is satisfying to pull off, and unlimited use of '\n",
      "      'range moves to a separate button separates this game from III as the '\n",
      "      \"superior in range, since it's so easy to just create a projectile.\",\n",
      "      'How many games have you played where your ranged weapon just bounces '\n",
      "      'off them making that PING PING PING sound.'],\n",
      " 17: ['If I had to critique anything, it would be that certain late game '\n",
      "      \"upgrades make combat trivial, and some of the bosses didn't get nearly \"\n",
      "      'as much attention as others; the Pardoner is one of my favorite bosses '\n",
      "      'in any game, but none of the others really make that list.',\n",
      "      'Multiple endings, depending if you upgraded the power of your main '\n",
      "      'weapon (also gives the final boss a third form)',\n",
      "      \"Overall, due to the fact you don't get any meaningful movement \"\n",
      "      'enhancing upgrades in the game and no alternatives or real upgrades to '\n",
      "      'your attacks, the boss fights are pretty forgettable HP sponges where '\n",
      "      'you spam the bow until they die.'],\n",
      " 18: ['Enemies apparated/spawned in undeclared locations, which includes the '\n",
      "      'location the player may currently be standing at.',\n",
      "      'Even if you are dashing through the zones, your character, the enemies '\n",
      "      'and NPCs, all feel like they belong in that atmospheric background '\n",
      "      'behind them.',\n",
      "      'Enemies feel at home with the different area locations.',\n",
      "      'When playing in Insane, some of the early areas turn out to be the '\n",
      "      'hardest because some early enemies are maddening.'],\n",
      " 19: [\"Graphic : I like it as I do love sprite game but that might because I'm \"\n",
      "      \"old enough to experienced 8 bit game so graphic isn't something that \"\n",
      "      'turn me of as animation of attack is good.',\n",
      "      'Animations are stylish and fluid, the various biome regions are '\n",
      "      'detailed and enemies are interesting looking.',\n",
      "      'The animations of the player character and enemies alike are amazing.',\n",
      "      'Great animation work (all animation work is smooth and gameplay wise, '\n",
      "      'anticipation in animations help players with enemy and boss encounters)',\n",
      "      'Same goes for animation satisfying to watch (I often found myself just '\n",
      "      'swinging the weapon around to see how the character moves, so kudos to '\n",
      "      'the animators).',\n",
      "      'Animations are fluid, character/enemy designs are, for the most part, '\n",
      "      'fantastic, and areas (before the last third of the game) look amazing.'],\n",
      " 20: ['There are various moments where the game throws too much of a fight out '\n",
      "      'at once, at which point it is better to just damage race the threat.',\n",
      "      'One of my favorite things about the game is when I find a new enemy and '\n",
      "      \"I don't know what kind of attack to expect, I wind up getting wrecked \"\n",
      "      'because I underestimated how strong they are.',\n",
      "      \"The game isn't too challenging if you pay attention to the enemies, but \"\n",
      "      'it still felt rewarding completing it.',\n",
      "      'I would sit next to enemies and watch my health bar get chunked away '\n",
      "      'because the game decided not to let me play.',\n",
      "      'If you play on normal, I would recommend a second play-through on '\n",
      "      'insane, which adds enemies and drastically lowers the player health '\n",
      "      'bar.',\n",
      "      \"It's another reason I'm interested in playing through the game again - \"\n",
      "      'in order to take on various enemies and bosses with different items and '\n",
      "      'strategies.',\n",
      "      'Half the time i ended up rolling right into enemies which hurts because '\n",
      "      'for some reason because the developers decided to keep enemy hit boxes '\n",
      "      'that you usually find in 2d platform heavy games.',\n",
      "      'Some enemies from the begining areas of the game can take off big '\n",
      "      \"chunks of your health if you aren't paying attention.\",\n",
      "      'Game still packs a challenge so i dont feel like ive simply too much '\n",
      "      'health to jsut ignore enemies and run recklessly towards the next save '\n",
      "      'point tanking the dmg like its nothing.',\n",
      "      'Enemies hit hard and often quickly, and you will end up replaying '\n",
      "      'segments of the game repeatedly until you have gotten good enough at '\n",
      "      'each room to reach the next save point.',\n",
      "      'Punishing but rewarding once you learn the enemies and progress.',\n",
      "      'But it just lowers your health and maybe adds enemies which is the '\n",
      "      'worst way to make this game different.',\n",
      "      'The difficulty level can be quite challenging too, but in a fair way, '\n",
      "      \"encouraging players to adapt to their enemies' pattern and play it safe \"\n",
      "      'until they can predict and master the outcomes.',\n",
      "      'Playing it on Hard made the game feel adequately challenging, you have '\n",
      "      'to focus whenever enemies are around.',\n",
      "      \"In this type of game, the two things you're going to do most are \"\n",
      "      'running/jumping around as you explore and fight enemies.',\n",
      "      'Easy mode is funny though, instead of making the enemies do less damage '\n",
      "      'or something the game just gives you all of the health upgrades in the '\n",
      "      'game.',\n",
      "      'Adding new abilities and discovering new areas or enemies made the game '\n",
      "      'fun and challenging.',\n",
      "      'This also being yet another two dimensional game which allows enemy '\n",
      "      'projectiles to phase through walls, and have enemies damage the player '\n",
      "      'simply by touching them, which also heightens the artificial '\n",
      "      'difficulty.',\n",
      "      'Another thing that the game does that is very frustrating is throwing '\n",
      "      'new obstacles or enemies at you just before a save point.',\n",
      "      'Easy mode, rather than just having the enemies deal less damage, starts '\n",
      "      'you off with all of the health upgrades, robbing the game of much of '\n",
      "      'the fun of searching for things.',\n",
      "      'The characters and enemies are also well animated and very interesting '\n",
      "      'to encounter, often because the level design forces the player to pick '\n",
      "      'correct moments to jump or strike.',\n",
      "      'It was too hard to dodge out of the way of enemies once you had '\n",
      "      'committed to your combo which again led to a lot of unfair hits.',\n",
      "      'The various areas you enter into are beautiful, the enemies and their '\n",
      "      'abilities are arranged in a way that are difficult without feeling '\n",
      "      'unfair, and the abilities you unlock through-out the game add to your '\n",
      "      \"skill-set in a way that is enjoyable but doesn't make future encounters \"\n",
      "      'trivially easy.',\n",
      "      \"There's also a new game+ for some reason that adds the same enemies.\",\n",
      "      \"Changing how hard the game is don't seem to change the enemies, only \"\n",
      "      'the player, lowering or increasing health and letting you regenerate it '\n",
      "      'over time with equipped items.',\n",
      "      'Each level has different type of enemies with different type of '\n",
      "      'abilities with traps to keep players on their guard.',\n",
      "      'Add that to the undodgeable attacks and you have a shit game.',\n",
      "      'You have two attacks which never change throughout the course of the '\n",
      "      'game, making the backtracking un-fun compared to other games in the '\n",
      "      'genre that juxtapose your present abilities against what use to be '\n",
      "      'challenging to deal with.',\n",
      "      'The challenge could be improved by having enemies and bosses gain '\n",
      "      'additional moves and attacks as the difficulty level rises.',\n",
      "      'Because of this, the achievement for beating the game without killing '\n",
      "      'an enemy becomes trivial except for one single room.',\n",
      "      'To make up for this, the game seems to increase the \"difficulty\" by '\n",
      "      'having every enemy that even touches you do hilarious damage.',\n",
      "      \"Most of the other reviews you'll read for this game will compare it to \"\n",
      "      'Dark Souls, and yes, that is a good comparison: The enemy attacks do a '\n",
      "      'lot of damage, and it takes a bit of skill to beat this game, however, '\n",
      "      'there is an easy mode, and I think it is accommodating enough that '\n",
      "      \"anyone who's played video games before should at least be able to \"\n",
      "      'handle the game on easy with few problems.',\n",
      "      'One of my favorite things about the game is when I find a new enemy and '\n",
      "      \"I don't know what kind of attack to expect, I wind up getting wrecked \"\n",
      "      'because I underestimated how strong they are.',\n",
      "      'New enemy types throughout keep the game fresh and challenging.',\n",
      "      'There is an achievement which requires that you do not kill any common '\n",
      "      \"enemy and it's so different how you play when you want to get it.\",\n",
      "      \"There're some charms you get later that turn the game from an ordeal \"\n",
      "      'into a wonderful experience, with different enemies, environments, '\n",
      "      'music and bosses.',\n",
      "      'This also being yet another two dimensional game which allows enemy '\n",
      "      'projectiles to phase through walls, and have enemies damage the player '\n",
      "      'simply by touching them, which also heightens the artificial '\n",
      "      'difficulty.',\n",
      "      'Level and enemy designs punish carelessness and greed while rewarding '\n",
      "      'patience.',\n",
      "      'This game is fun, yet challenging, and I will admit that I am having '\n",
      "      'some trouble adapting to the enemies attacks, and it leads to a quick '\n",
      "      'death.',\n",
      "      'On Hard there are extra enemies in some maps, and your Health is lower, '\n",
      "      \"sometimes you'd even die in one hit, but I feel like this is the \"\n",
      "      'difficulty where the game meant to be played on.',\n",
      "      'If you have to redo the same room 5 times because an enemy attack '\n",
      "      'knocks you slightly back into spikes then any game becomes frustrating.',\n",
      "      'My first playthrough was on hard, which meant it was pretty easy to die '\n",
      "      'from specific attacks, but if you enjoy the challenge, go for it, and '\n",
      "      'after you clear that, you unlock insane difficulty where it seems like '\n",
      "      \"it's one hit.\"],\n",
      " 21: [\"Also useless, because you'd have to get hit in the fight to even \"\n",
      "      'trigger the effect!',\n",
      "      \"You can't just spam dodge as soon as you see the attack and expect to \"\n",
      "      'not take damage.',\n",
      "      'Can that bullet be destroyed with an attack?',\n",
      "      \"The only thing I didn't like was the painfully long frames when you hit \"\n",
      "      'something, meaning you could get attacked during your attack.',\n",
      "      \"So you can't quickly dodge even though you can see the attack coming.\",\n",
      "      'EDIT: I never understood the concept of having enemies having hitboxes '\n",
      "      'aside from their attacks.',\n",
      "      'EDIT: I never understood the concept of having enemies having hitboxes '\n",
      "      'aside from their attacks.',\n",
      "      'I found it strange how while an enemy was stunned you could get inside '\n",
      "      'their hitbox and either keep hitting them to keep them stunned or roll '\n",
      "      'away if it was a boss.',\n",
      "      'The poison throwers, you can shoot the poisonous explosive out of the '\n",
      "      'air, and even though you shot it right next to the enemy that threw it, '\n",
      "      \"and it exploded in their face, it doesn't do any damage.\",\n",
      "      'Extremely poor hit boxes, with projectiles and enemy attacks killing '\n",
      "      'you from a mile away with no contact whatsoever.',\n",
      "      'Extremely poor hit boxes, with projectiles and enemy attacks killing '\n",
      "      'you from a mile away with no contact whatsoever.',\n",
      "      'The melee attack, partially in thanks to the hitboxes, but also damage, '\n",
      "      'is so vastly inferior to the bow in most situations, that it makes me '\n",
      "      'wonder why it was even implemented.',\n",
      "      'The moment you encounter the first common enemy that actually attacks '\n",
      "      'you; that was the moment anyone would be like \"HOLY $@$#\" that hurts.',\n",
      "      \"You're locked out of the dodge for a period of the second attack?\"],\n",
      " 22: ['The enemies are laid out to actually compliment the level design and to '\n",
      "      'make you think differently about each encounter.',\n",
      "      'The level design is more or less open to explore and filled with '\n",
      "      'shortcuts, which makes it interesting to replay as you have to tackle '\n",
      "      'the enemies from another angle or fight bosses with different '\n",
      "      'abilities.',\n",
      "      'The levels, while reusing enemies a bit too often, change up the visual '\n",
      "      'variety to make the adventure interesting.',\n",
      "      'I suspect this may have something to do with the fact that enemies do a '\n",
      "      \"surprising about of damage, and there's often many on the screen at \"\n",
      "      'once.',\n",
      "      'I could have my screen plastered with enemies and it would be less '\n",
      "      'stressful than a couple jumps with spikes at the bottom.',\n",
      "      'Presentation wise, the graphics are very pleasing and everything pops '\n",
      "      'out enough to give both your character and the enemies a distinct '\n",
      "      'visual definition to know what is going on in all the crazy dodging '\n",
      "      \"you'll be doing.\",\n",
      "      \"There's different visual effects for a lot of abilities and enemies.\",\n",
      "      'Some of the foes are a bit less detailed, but everything generally '\n",
      "      'graphically works.',\n",
      "      'However, this would be fine, if the enemy design was interesting, alas, '\n",
      "      'this can also be summed up in four different categories.',\n",
      "      'The level layout is well executed, generating some interesting '\n",
      "      'situations with the enemy placements.'],\n",
      " 23: ['Except using a bow and your leaf to attack enemies, consumables option '\n",
      "      'and even some handy items/spells you can use during combat.',\n",
      "      'Great art, solid level design, and combat that manages to make swinging '\n",
      "      'around a leaf feel weighty.',\n",
      "      'The combat consists of your leaf, bow, roll, and items.',\n",
      "      'For combat, you have two different weapons at your disposal; a leaf '\n",
      "      'which servers as your melee weapon and your bow which is your ranged '\n",
      "      'weapon.',\n",
      "      'Combat is also more nuanced and meaty; there is a sense of weight to '\n",
      "      'each stroke of the leaf Kaho unleashes and even the arrows she fires '\n",
      "      'has a nice sense of swiftness, and all of this is mesmerizingly '\n",
      "      'animated by the wonderful sprite work with a wide breath of '\n",
      "      'expressiveness.',\n",
      "      'There are two types of attack a melee attack with your sacred maple '\n",
      "      'leaf, which you can chain up to three times; and a ranged attack, with '\n",
      "      'a bow, that you can charge to shoot in multiple directions or to fire '\n",
      "      'rapid volleys of arrows.',\n",
      "      \"The second is the leaf's property to make most enemies flinch upon a \"\n",
      "      'single attack.',\n",
      "      'Step 3: FLEX ON ENEMIES HARDER BY BEATING THEM TO DEATH WITH A LEAF AS '\n",
      "      'A CAT.',\n",
      "      'You get two weapons the bow and the leaf, now it might not sound like '\n",
      "      'the leaf would make a good weapon but its more like megaman x when zero '\n",
      "      'swings his Z saber fast and strong plus it can stun enemies.',\n",
      "      'I urge you to play it and give some enemies a good 3 hit combo of the '\n",
      "      'magic leaf.',\n",
      "      'You can either slap enemies with your magical leaf or use your trusty '\n",
      "      'bow and arrow, and you can dodge roll attacks.',\n",
      "      'Except using a bow and your leaf to attack enemies, consumables option '\n",
      "      'and even some handy items/spells you can use during combat.',\n",
      "      'You can kill enemies with a leaf!',\n",
      "      'Smacking enemies with a leaf feels satisfying as heck and made grinding '\n",
      "      'so I could buy stuff enjoyable.',\n",
      "      'But the range advantage on the bow removes all incentives to use the '\n",
      "      'leaf if not for reaching weirdly placed enemies.',\n",
      "      \"The enemies are cute, but that didn't stop me from smacking them around \"\n",
      "      'with my leaf.',\n",
      "      'Fight enemies with a leaf 10/10.',\n",
      "      'Step 1: Flex on enemies by beating them to death with a leaf.',\n",
      "      'Melee - you fight with a leaf.',\n",
      "      'The bow is way too much useful than the leaf (yeah you use a leaf as '\n",
      "      'your main weapon)',\n",
      "      'Your main weapon is a leaf, which attacks slowly and leaves you '\n",
      "      'vulnerable between slashes, but you have a roll that gives you '\n",
      "      'invincibility frames if things are dicey.',\n",
      "      'While your main weapon (a magic leaf) stays the same throughout, so '\n",
      "      'much of the game is about smooth and satisfying combat.',\n",
      "      'You have two attacks, a melee leaf strike, and a shot with a bow.',\n",
      "      'Beating one enemy down with a leaf before immidately turning around and '\n",
      "      'killing another enemy with your bow from off screen is an amazing '\n",
      "      'feeling.',\n",
      "      'Whacking an enemy with your oversized maple leaf (yep) has nice weight '\n",
      "      'and THUNK to it.',\n",
      "      'Gameplay wise, the game is an action platform where you can use a '\n",
      "      '(HOLY) maple leaf to smack your foes about, and a charge-up bow to hit '\n",
      "      'them from afar.',\n",
      "      'Fight with your strangely powerful leaf the overcome this dark, yet '\n",
      "      'also vibrant land of foes out to kill you.',\n",
      "      'You get two weapons the bow and the leaf, now it might not sound like '\n",
      "      'the leaf would make a good weapon but its more like megaman x when zero '\n",
      "      'swings his Z saber fast and strong plus it can stun enemies.',\n",
      "      'Your only weapons are a bow and a leaf.',\n",
      "      'The lack of weapons beyond the leaf and bow.',\n",
      "      'Mostly limited to leaf and bow, almost no side weapons/abilities.',\n",
      "      'For combat, you have two different weapons at your disposal; a leaf '\n",
      "      'which servers as your melee weapon and your bow which is your ranged '\n",
      "      'weapon.',\n",
      "      'While traversing the areas you will have a leaf (the primary attack, '\n",
      "      'your melee weapon), a bow, and various items/spells (that you purchase '\n",
      "      'from a merchant or find as treasure) at your disposal.',\n",
      "      'There are two types of attack a melee attack with your sacred maple '\n",
      "      'leaf, which you can chain up to three times; and a ranged attack, with '\n",
      "      'a bow, that you can charge to shoot in multiple directions or to fire '\n",
      "      'rapid volleys of arrows.',\n",
      "      'Giant Maple Leaf for weapon.',\n",
      "      \"You're alone with yourself and a leaf to carry, and that leaf is your \"\n",
      "      \"(very potent) weapon (of mass destruction) for today's journey.\",\n",
      "      'The Maple Leaf seems like an odd choice for a weapon, but in practice '\n",
      "      'it whips out similar to some sword animations in other games, and it '\n",
      "      'has a familiar three hit combo you can mess with.',\n",
      "      'Overall 9/10, your weapon of choice is a maple leaf.',\n",
      "      'Also, you use a freaking leaf as a weapon, how cool is that?!?',\n",
      "      'I like this and the fact the weapon is a leaf is awesome.',\n",
      "      'For combat, you have two different weapons at your disposal; a leaf '\n",
      "      'which servers as your melee weapon and your bow which is your ranged '\n",
      "      'weapon.',\n",
      "      'You only get one weapon, the maple leaf, and it has a short and simple '\n",
      "      'combo that gets old quick.',\n",
      "      'Your weapon is a leaf, and you can transform into a cat!',\n",
      "      'While your main weapon (a magic leaf) stays the same throughout, so '\n",
      "      'much of the game is about smooth and satisfying combat.',\n",
      "      'Yes you can swing leaf like a sword believe it or not i bet you dont '\n",
      "      'believe it.',\n",
      "      \"You get a three strike combo akin to Zero's moves from X4 (using a \"\n",
      "      \"sacred leaf instead of a sword) that's animated well.\",\n",
      "      'Your leaf is basically a sword.',\n",
      "      'Who knew a maple leaf was a good weapon for melee fights?',\n",
      "      'You get two weapons the bow and the leaf, now it might not sound like '\n",
      "      'the leaf would make a good weapon but its more like megaman x when zero '\n",
      "      'swings his Z saber fast and strong plus it can stun enemies.',\n",
      "      'A leaf does not make a good weapon i should know.',\n",
      "      'For combat, you have two different weapons at your disposal; a leaf '\n",
      "      'which servers as your melee weapon and your bow which is your ranged '\n",
      "      'weapon.',\n",
      "      \"It's a metroidvania in the vein of SOTN and dawn of sorrow, although \"\n",
      "      \"you can't equip different weapons, just a bow and a leaf.\",\n",
      "      \"The second is the leaf's property to make most enemies flinch upon a \"\n",
      "      'single attack.',\n",
      "      'The Maple Leaf seems like an odd choice for a weapon, but in practice '\n",
      "      'it whips out similar to some sword animations in other games, and it '\n",
      "      'has a familiar three hit combo you can mess with.'],\n",
      " 24: ['Its single map contains a maze to explore with different environments '\n",
      "      'that hide different visuals and enemies, hiding upgrades, items, easter '\n",
      "      'eggs and even new environments that will encourage the player to '\n",
      "      'explore.',\n",
      "      'The enemies and bosses varied in interesting ways, and the exploration '\n",
      "      'of each map area was interesting as well.',\n",
      "      'This thing is learning which enemies are going to be in different parts '\n",
      "      'of the map so traversing becomes a good matter of saving your hide.',\n",
      "      'The developers unabashidly pull all sorts of gameplay elements from the '\n",
      "      'two; from map layout, to the healing and combat mechanics, the map, '\n",
      "      'even the setting itself.',\n",
      "      'The map is divided in different areas with different enemies and '\n",
      "      'visuals.'],\n",
      " 25: ['Example being Lubella, who is apparently causing a lot of problems, but '\n",
      "      \"then after a fight it's just... done.\",\n",
      "      'In regards to Lupiar, on the other hand, her part of her tag-team fight '\n",
      "      'becomes difficult the moment you try to no-hit the fight.',\n",
      "      'The reason for this is Lupiar is immune to your (essential) arrows, '\n",
      "      'forcing you to risk touch-damage on a melee-based enemy.',\n",
      "      'The reason for this is Lupiar is immune to your (essential) arrows, '\n",
      "      'forcing you to risk touch-damage on a melee-based enemy.'],\n",
      " 26: [\"The game is not particularly long (it's runnable in under 4 hours \"\n",
      "      \"easily if you aren't stopping to explore), however the time I played \"\n",
      "      'the game packed challenging and fun fights (the combat borrows from '\n",
      "      'Dark Souls a lot), a great creepy-cute atmosphere, and an impeccable '\n",
      "      'soundtrack.',\n",
      "      'Despite all that, the gameplay lacked much complexity with no real '\n",
      "      'movement options and hardly any reason to use the melee attack instead '\n",
      "      'of the chargeable ranged attack, but still, it only lasted about 90 '\n",
      "      'minutes, which is hardly long enough for any game to overstay its '\n",
      "      'welcome, and the price tag was low to match.',\n",
      "      'Of my four hour playthrough, roughly 2 hours was spent waiting; for '\n",
      "      'platforms, for enemies, for boss attack animations to finish.',\n",
      "      'My hard playthrough took me about 6-8 hours which probably inflated my '\n",
      "      \"time played as bosses could kill me in a single hit, but that's okay, \"\n",
      "      'it never felt unfair as their attacks are ofetn telegraphed with a '\n",
      "      \"circle graphic (think Metal Gear Rising's eyeshine effect).\",\n",
      "      'Despite all that, the gameplay lacked much complexity with no real '\n",
      "      'movement options and hardly any reason to use the melee attack instead '\n",
      "      'of the chargeable ranged attack, but still, it only lasted about 90 '\n",
      "      'minutes, which is hardly long enough for any game to overstay its '\n",
      "      'welcome, and the price tag was low to match.',\n",
      "      \"The combat system isn't too overly complex but this is a 4-5 hour game \"\n",
      "      'and then new game+ and achivements after that.',\n",
      "      \"After 4 hours, I've seen pretty much everything this game had to offer \"\n",
      "      'except new game plus, which only changes enemy placement.',\n",
      "      \"It's about 6hr play for the initial pplaythrough, which I feel is most \"\n",
      "      'appropiate: the combat mechanics are solid but not too varied nor '\n",
      "      \"in-depth, so it doesn't outstay its welcome.\",\n",
      "      \"The game is not particularly long (it's runnable in under 4 hours \"\n",
      "      \"easily if you aren't stopping to explore), however the time I played \"\n",
      "      'the game packed challenging and fun fights (the combat borrows from '\n",
      "      'Dark Souls a lot), a great creepy-cute atmosphere, and an impeccable '\n",
      "      'soundtrack.',\n",
      "      'The game even includes a New Game + mode right out of the Souls series, '\n",
      "      'with tweaked enemy encounters during your subsequent playthrough.'],\n",
      " 27: ['The item that adds fire damage to your attacks not only does that for '\n",
      "      'the bow but also makes it stagger enemies (drops from the fire boss if '\n",
      "      \"you don't take damage during the fight).\",\n",
      "      'You WILL die to many of them your first time, but proper mastery of '\n",
      "      'ranged combat, healing, offensive items, and leaf-smacking will see you '\n",
      "      'triumph.',\n",
      "      'The bow lets combat down in some aspects but I mean, to get around '\n",
      "      \"that, just... don't use it.\",\n",
      "      \"I'm fine with bottomless pits, combat that puts you on edge all the \"\n",
      "      'time from creatures that can easily kill you, but when you tap what '\n",
      "      'appears to be a jaggied fense you die at max, exstended health?',\n",
      "      'There are no fancy combos you can do, so combat comes down to either '\n",
      "      'staggering everything to death with melee, or cheese bosses with the '\n",
      "      'bow.',\n",
      "      'The combat is also good especially the arrows but some of the active '\n",
      "      'offensive items kinda suck.',\n",
      "      'The bow is your ranged attack.',\n",
      "      'The reason is that you will turn your bow from a decent secondary '\n",
      "      'option, into your main weapon that destroys most bosses and enemies '\n",
      "      'with little effort.',\n",
      "      \"It also staggers enemies unlike the bow which can't stagger enemies or \"\n",
      "      'bosses without improvements.',\n",
      "      'You can shoot poisonous arrows, set enemies on fire with the maple '\n",
      "      'leaf, cast magic and gain temporary attack boosts, but the magic is '\n",
      "      'hilariously ineffective against bosses and pointless against mobs, as '\n",
      "      'well as coming too late into the game to get some use out of it.',\n",
      "      'The bosses are really unique, and are actually easy with arow spam '\n",
      "      'lol.. would be cool to get some enemies on which arrows are worth '\n",
      "      'nothing.',\n",
      "      'You could use your Bow and Arrow to simply cheese most of your enemies, '\n",
      "      'even some bosses.',\n",
      "      'The item that adds fire damage to your attacks not only does that for '\n",
      "      'the bow but also makes it stagger enemies (drops from the fire boss if '\n",
      "      \"you don't take damage during the fight).\",\n",
      "      \"Most of them are not very useful (there's one that increases your \"\n",
      "      'damage and also hurts you randomly, which is totally useless when '\n",
      "      \"you're trying not to die, along with one that applies poison to your \"\n",
      "      'arrows, which only helps in boss fights but is really not worth it sine '\n",
      "      \"the arrows aren't very strong anyways) and in the end the only upgrades \"\n",
      "      'that are worth anything are the mandatory story ones that give you '\n",
      "      'mostly bow and dodge upgrades and one store upgrade that makes your '\n",
      "      'weaker attacks flinch enemies, which makes the game incredibly easy.',\n",
      "      'The bow feels like it almost should have been the main weapon in this '\n",
      "      'game because it is so much more useful than melee, especially if you '\n",
      "      'get a handful of bow specific damage items.',\n",
      "      'Bow feels like an oversight because of how strong it is, enemy '\n",
      "      'mechanics and stages are built around the melee.',\n",
      "      'There are no fancy combos you can do, so combat comes down to either '\n",
      "      'staggering everything to death with melee, or cheese bosses with the '\n",
      "      'bow.',\n",
      "      'The bow feels like it almost should have been the main weapon in this '\n",
      "      'game because it is so much more useful than melee, especially if you '\n",
      "      'get a handful of bow specific damage items.',\n",
      "      \"It does'nt feel good to fight anything, most of the time you're \"\n",
      "      'readying arrows so you dont actualy have to use your main weapon, which '\n",
      "      'is also easily outclassed by your \"secondary\" the bow, in speed, damage '\n",
      "      'and even upgrades.',\n",
      "      'The reason is that you will turn your bow from a decent secondary '\n",
      "      'option, into your main weapon that destroys most bosses and enemies '\n",
      "      'with little effort.',\n",
      "      'You can have two of these at a time and the choice is pretty obvious, '\n",
      "      'which would be flinching attacks and poison arrows, and the poison '\n",
      "      'arrows are just for bosses anyways.',\n",
      "      'You have a bow for ranged attacks.',\n",
      "      'The item that adds fire damage to your attacks not only does that for '\n",
      "      'the bow but also makes it stagger enemies (drops from the fire boss if '\n",
      "      \"you don't take damage during the fight).\",\n",
      "      'The bow is the most complex of the two, allowing for charged attacks '\n",
      "      'that, with upgrades, can charge to different levels, attacking in '\n",
      "      'different ways.',\n",
      "      'I honestly like the graphics and attacks (Charge with bow, sword attack '\n",
      "      'and double jump), but sadly they have wizards firing through walls and '\n",
      "      \"2 shots kill you, so it's impossible for me to fight these wolves while \"\n",
      "      \"dodging wizard blasts, especially when they are out of range; they're \"\n",
      "      'cheaper than.',\n",
      "      'Ranged attacks are done with a bow and an infinite amount of arrows, so '\n",
      "      \"you don't need to worry about ammo since you'll be using it, a lot .\",\n",
      "      'You can unlock powerups that make your arrows poisonous or add flames '\n",
      "      'to your attacks.',\n",
      "      'Those poison arrows can trivialize almost every enemy and boss with '\n",
      "      'only a select few exceptions.',\n",
      "      'The bow is long-range, fires about 1-2 arrows a second, and moves in a '\n",
      "      'straight line until it hits a wall, enemy, or the end of the current '\n",
      "      \"screen you're on.\",\n",
      "      \"But most of the time I can't dodge that projectile, for i just \"\n",
      "      'completed slaying a wolf and thus am stuck in place for my face to get '\n",
      "      'smashed in by heathenly magic.',\n",
      "      \"There's nothing tactical about this because you can't move and use the \"\n",
      "      'bow at the same time, but the bow was blatantly designed as the '\n",
      "      'superior weapon in the game; the majority of passive equippables and '\n",
      "      'required upgrades in the game buff the bow, the melee attack gets '\n",
      "      'absolutely nothing unless you go out of your way to make it slightly '\n",
      "      \"less awful, and you can't do that until shortly before the final boss.\",\n",
      "      \"The bow is insanely useful once you've gotten enough practice with it \"\n",
      "      'and enough of the abilities this weapon becomes a tool of mass '\n",
      "      \"destruction since it's so fast and the damage output is pretty good.\",\n",
      "      \"Your other weapon is a bow that's pretty quick but forces you to stand \"\n",
      "      'still, again leaving you vulnerable.',\n",
      "      'You can jump while firing your bow so you can stay mobile while dishing '\n",
      "      \"out any damage whether you're running from an opponent or chasing one \"\n",
      "      'down.',\n",
      "      'When you start getting the hang of things it feels good and flows '\n",
      "      'nicely to go in for a melee combo, back off and fire off a charged bow '\n",
      "      'shot when they attempt to retaliate.',\n",
      "      'You can attack with either your sword or bow.',\n",
      "      \"Similar to devil may cry, if you don't figure out the boss/enemies \"\n",
      "      \"attacks and you don't dodge them right you will die...\",\n",
      "      'Some of them just shrug off your bow for no reason and others make '\n",
      "      'close combat such a risk that you have to hang back and shoot them like '\n",
      "      \"it's devil may cry 2.\",\n",
      "      'Bow feels like an oversight because of how strong it is, enemy '\n",
      "      'mechanics and stages are built around the melee.'],\n",
      " 28: ['Led for some attacks missing or just making the combat not particularly '\n",
      "      'challenging in some spots.',\n",
      "      'The movement is nice, but whenever you attack there is always a split '\n",
      "      'second of vulnerability AFTER the attack has been thrown out.',\n",
      "      \"I'd much rather have a 10 attacks chaining themselves coming after me \"\n",
      "      \"if it means they don't oneshot me rather than one,easy to avoid attack \"\n",
      "      \"that oneshots me just because it's so easy to avoid usually that I just \"\n",
      "      \"wasn't paying attention and got bored from spamming.\",\n",
      "      'What I mean with this is, they do the same set of attacks in the same '\n",
      "      'order, over and over again, which makes the whole experience less '\n",
      "      'interactive.',\n",
      "      \"The controls aren't tight enough to do the things that they want, with \"\n",
      "      'attacks going in the wrong direction on certain encounters.',\n",
      "      'Led for some attacks missing or just making the combat not particularly '\n",
      "      'challenging in some spots.',\n",
      "      'Attacks are smooth and act like you expect them to.',\n",
      "      'The pattern of attacks are neither too hard nor too easy.',\n",
      "      'The attacks where you just wait in place for a while, or hope something '\n",
      "      \"doesn't hit you, are the cherry on top.\",\n",
      "      \"I'd much rather have a 10 attacks chaining themselves coming after me \"\n",
      "      \"if it means they don't oneshot me rather than one,easy to avoid attack \"\n",
      "      \"that oneshots me just because it's so easy to avoid usually that I just \"\n",
      "      \"wasn't paying attention and got bored from spamming.\",\n",
      "      'Attack, roll away from attacks, attack, etc.',\n",
      "      'Controls are very responsive, but your attacks have a lot of heft to '\n",
      "      \"them, so you can't just spam your way through everything.\",\n",
      "      'As I found, some attacks you use the dodge and others are just standing '\n",
      "      'still in the right place.',\n",
      "      'Most attacks are overly simplistic, the hitboxes are terrible (honestly '\n",
      "      'my biggest complaint), and the difficulty settings suffer from a lack '\n",
      "      'of balance.',\n",
      "      'Two or three attacks, easy patterns.',\n",
      "      \"The levels are designed in such a way that you can't just run through \"\n",
      "      'spamming the attack button.',\n",
      "      'You can also charge it up for a stronger attack, but most of the time '\n",
      "      'it felt like the lower tier attacks were better for dps.'],\n",
      " 29: [\"I don't know, it lacks variation of weapons.\",\n",
      "      'I think it could have used a couple more weapons and skills(like wall '\n",
      "      'jump) but all in all it as pretty sweet.',\n",
      "      'So \"sub weapons\" that seem over powered quickly seem fair enough.'],\n",
      " 30: [\"Personally, i didn't find the game too difficult, with checkpoints with \"\n",
      "      'almost every boss being right before the fight, so you could easily run '\n",
      "      'back in and try again.',\n",
      "      'I also felt that when backtracking having the enemies face the other '\n",
      "      'way made the game too easy.',\n",
      "      \"If you backtrack, enemies don't aggro to you and ambushes become pretty \"\n",
      "      \"much obsolete (but let's be honest, I really found nothing actually bad \"\n",
      "      'about this game.)',\n",
      "      'The enemies were not really designed with your toolkit in mind (I was '\n",
      "      'able to snipe the first 2-3 bosses with my bow because there was '\n",
      "      'nothing punishing me for snipecamping)',\n",
      "      'It really disappointed me that some enemies are able to enter boss '\n",
      "      'rooms, which could fairly easy ruin some runs.',\n",
      "      'Just like the enemies themselves, the game utterly fails to telegraph '\n",
      "      \"its plans, which wouldn't be so bad if you could flee boss fights and \"\n",
      "      \"come back like in some games, but you can't even do that here.\",\n",
      "      'The devs did a good job designing the enemies with the constraints of '\n",
      "      \"your character's abilities in mind.\",\n",
      "      'With regard to the enemies: moreso than other games, I felt like I was '\n",
      "      'either cheaping the bosses out or just wailing on a damage sponge.',\n",
      "      \"But I didn't find any of the common enemies to be particularly \"\n",
      "      'challenging, and the bosses usually only took a couple of tries, if '\n",
      "      'that.',\n",
      "      'I found the game to be challenging mostly with bosses which require you '\n",
      "      'to read their attacks via trial and error but none that posed too much '\n",
      "      'of a threat with the right equipment set-up.',\n",
      "      'The only real problems I had with the gameplay was the tendency of the '\n",
      "      'games boss enemies to feel a bit to heavy centered around trial and '\n",
      "      \"error, as not understanding how the boss' attacks work can get you \"\n",
      "      'instantly killed.',\n",
      "      \"It didn't bring the same surge of excitement than when I fought bosses \"\n",
      "      'from other challenging games (Hollow Knight/Furi) because of the '\n",
      "      'simplistic, easy to avoid attacks.',\n",
      "      'The game started hard, really hard, and kept the difficulty up even '\n",
      "      'after you learned the ropes by introducing a few new enemies and new '\n",
      "      'bosses with their own patterns and strategies, but after getting the '\n",
      "      'first (and as far as I know the only) upgrade to your weapon about 3/4 '\n",
      "      'in, every boss battle turns into a joke.',\n",
      "      'There are lots of unfair enemy attacks and placements that are '\n",
      "      'unpredictable without having played the level previously, so there is a '\n",
      "      'lot of trial and error.',\n",
      "      'As for the unfair enemy attacks and placements, this is what ultimately '\n",
      "      'lead me to give this game a negative review.',\n",
      "      'The game started hard, really hard, and kept the difficulty up even '\n",
      "      'after you learned the ropes by introducing a few new enemies and new '\n",
      "      'bosses with their own patterns and strategies, but after getting the '\n",
      "      'first (and as far as I know the only) upgrade to your weapon about 3/4 '\n",
      "      'in, every boss battle turns into a joke.'],\n",
      " 31: ['The platforming feels tight, the combat has weight to it, and the '\n",
      "      'variety of equipment allowed me to take my playstyle in any direction I '\n",
      "      'wanted.',\n",
      "      'They deliberately made the movement and combat sluggish to replicate a '\n",
      "      'dark souls sort of playstyle, and that is just extremely unenjoyable in '\n",
      "      'a platformer, a genre where you usually want quick and tight controls.',\n",
      "      'The items and weapons let me gear the game to my playstyle or to my '\n",
      "      'needs from one moment to the next.'],\n",
      " 32: ['You explore fight, collect power-ups and items to improve you '\n",
      "      'character, and run around trying to figure out where to go next.',\n",
      "      'You get items that can help you in combat and different abilities that '\n",
      "      'also help.',\n",
      "      'An Arsenal of Items to Choose from to Suit your Combat and/or '\n",
      "      'Playstyle.',\n",
      "      'The items you can find add a level of customization into the combat.',\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      'In addition to some new abilities you will gain later on to help with '\n",
      "      'traversal and combat.',\n",
      "      'The items available make quite a difference in combat and movement, '\n",
      "      'giving it a good feeling of progression.',\n",
      "      'These modifiers range from combat oriented to exploration oriented.',\n",
      "      'You get to mix and match passive items in order to change your attacks '\n",
      "      'up a bit, and theres a fair amount of challenge.',\n",
      "      'Over the course of the game you\\'ll acquire a number of \"active\" items '\n",
      "      'that you can equip and use to do things like heal yourself or increase '\n",
      "      'your attack power, and you\\'ll acquire more \"passive\" items that add '\n",
      "      'effects such as poison to your ranged attacks.',\n",
      "      'Pick up collectables to enhance your abilities, and switch and swap '\n",
      "      'passive and active skills to give you just the right advantage to face '\n",
      "      'the enemy that lays before you.',\n",
      "      'You have your map, your short ranged and long ranged weapons, and a few '\n",
      "      'key items to create a slightly customized build.',\n",
      "      'These positive changes extend to the items as well, which are now '\n",
      "      'classified into passive and active items, and this is where the already '\n",
      "      'good combat truly shines (for me).',\n",
      "      'There is a light inventory and ability management system that serves to '\n",
      "      'enhance the tight and enjoyable combat.',\n",
      "      \"Fighting mechanics arent too difficult to grasp, and you'll find a \"\n",
      "      'variety of items & upgrades to help you along your journey.'],\n",
      " 33: ['The TL;DR is: Combat is bad, enemy variety is poor, exploration is '\n",
      "      'dull, almost no meaningful upgrades, and the bosses are forgettable.',\n",
      "      'Combat is difficult, but you should feel like failure is due to a lack '\n",
      "      'of knowledge or timing.',\n",
      "      'The TL;DR is: Combat is bad, enemy variety is poor, exploration is '\n",
      "      'dull, almost no meaningful upgrades, and the bosses are forgettable.'],\n",
      " 34: ['Super Metroid and SOTN offer a plethora of skills or weapons that '\n",
      "      'dramatically alter how you will approach or revisit a level.',\n",
      "      'In my opinion these guys did an amazing job mixing the metroidvania '\n",
      "      'style exploration with dark souls style combat.'],\n",
      " 35: ['Combat is generic and uninspired.',\n",
      "      'Beyond that, the combat was serviceable, but nothing to write home '\n",
      "      'about.',\n",
      "      'The combat is really, really, REALLY barebones.',\n",
      "      'Ori and the Blind Forest did this and it makes combat feel boring and '\n",
      "      'uninvolved.',\n",
      "      'The combat was incredibly bland, all you have are arrow shots, a roll, '\n",
      "      'and the same 3 hit combo to get you throughout the entire game.',\n",
      "      'The combat is beyond non-responsive at the beginning.',\n",
      "      'The other issue I had was that, unlike Dark Souls, the combat is '\n",
      "      'extremely easy and there is no reason to become better at it.',\n",
      "      'The combat is satifying, the items and really unique, the environments '\n",
      "      'and exploration are great, and theres no such thing as a trash mob '\n",
      "      'here.',\n",
      "      'Has very little variety in enemies, and combat feels somewhat bland.',\n",
      "      'Combat is dull and repetitive.',\n",
      "      'Controls pretty well and all, but the combat is just boring.',\n",
      "      'This game was really short and the combat was bland.',\n",
      "      'Again, I cannot understate how smoothly the combat plays.',\n",
      "      'Has very little variety in enemies, and combat feels somewhat bland.'],\n",
      " 36: ['The ability to roll through attacks was vital to kill even the most '\n",
      "      'basic enemies.',\n",
      "      'The game does a good job of appropriately telegraphing attacks, giving '\n",
      "      'you enough information to learn their attacks and devise a strategy to '\n",
      "      'beat them.',\n",
      "      'Pay attention and learn how to avoid attacks.',\n",
      "      'It makes me want to learn how to dodge their attacks and think up new '\n",
      "      'ways to beat them.',\n",
      "      'You need to see through their attack patterns and use your skill to '\n",
      "      'dodge and counter attack.',\n",
      "      'The ability to roll through attacks was vital to kill even the most '\n",
      "      'basic enemies.'],\n",
      " 37: ['Does a boss have an attack that takes off 75% of my health and has no '\n",
      "      'unique telegraph?',\n",
      "      \"It isn't fun to run all the way to the boss and get no time to \"\n",
      "      \"understand the attack that's murdering me at the outset.\",\n",
      "      'This annoyed me because the path to that boss from that checkpoint has '\n",
      "      'several enemies that can half your health, forcing you to use your '\n",
      "      'Bellflowers before you can fight the boss.',\n",
      "      \"Pardoner Fannel's boss fight borders on unfair at times, with her being \"\n",
      "      'able to change direction in combos and telegraph and make randomised '\n",
      "      'attacks within my window of healing.',\n",
      "      \"My biggest issue with this boss is the incredible speed of it's attacks \"\n",
      "      'and the huge damage it deals.',\n",
      "      \"There's nothing wrong with the boss itself (attacks are varied and \"\n",
      "      'interesting), but how I managed to defeat them.'],\n",
      " 38: ['The designs were typically real cool looking and most of them varied up '\n",
      "      'their combat so you felt like you had to really feel out the fight as '\n",
      "      'you approach a new boss.',\n",
      "      'I felt it was well tutorialised, exploring organically to find your way '\n",
      "      'back to a save point feels fun and challening, the combat is hard '\n",
      "      'enough that beating a boss first time feels like an achievement but not '\n",
      "      \"so difficult that i wanted to give up, it doesn't outstay its welcome, \"\n",
      "      'and the story is sombre without being silly.',\n",
      "      'The designs were typically real cool looking and most of them varied up '\n",
      "      'their combat so you felt like you had to really feel out the fight as '\n",
      "      'you approach a new boss.',\n",
      "      \"Charming NPC's that I really felt for, I just wanted to hug everyone. - \"\n",
      "      \"Fair combat that would beat you down if you didn't pay attention. - \"\n",
      "      \"Memorable world that was difficult to get lost in (I know there's a map \"\n",
      "      'but still)',\n",
      "      'Each boss felt unique, giving you a new chance to discover and learn '\n",
      "      'the fights.'],\n",
      " 39: [\"Something i don't really like is how you can't really land a meele \"\n",
      "      'combo most of the time because you take damage when you touch most '\n",
      "      \"enemies, so you're most likely going to use arrows most of the time.\",\n",
      "      'There are no real aerial combos either, so after a while I just ended '\n",
      "      'up saying \"screw it\" and used ranged attacks for most of my damage.'],\n",
      " 40: ['However, Momodora added collision damage to all enemies, and some of '\n",
      "      'these instances produce massive damage.',\n",
      "      'I think the melee from Momodora III was superior.'],\n",
      " 41: ['The fighting in this game fells simliar to castlevania symphony of the '\n",
      "      'night with its mix of melee, ranged and spell attacks.',\n",
      "      \"If you played Castlevania symphony of the Night you'll feel right at \"\n",
      "      'home with Momodora 4.This world is also filled with character puzzles '\n",
      "      'to solve, Hidden passages, mini Quests which reward you with either a '\n",
      "      'weapon upgrade or an item with an effect.',\n",
      "      'The fighting in this game fells simliar to castlevania symphony of the '\n",
      "      'night with its mix of melee, ranged and spell attacks.'],\n",
      " 42: ['One of the reasons I got the chance to listen to that music so much was '\n",
      "      'because that fight was kicking my sweet ass all kinds of ways.',\n",
      "      'The combat was addictive and I beat it in roughly 6-7 hours of playing '\n",
      "      'it straight.'],\n",
      " 43: ['The warp system only takes you to a specific bell in an area and you '\n",
      "      'have to work your way through enemies to get to whichever bell you need '\n",
      "      'to be at to progress.',\n",
      "      \"If you're a witch who can warp away, why warp out of battle once, only \"\n",
      "      'to be shocked at your own death the second?'],\n",
      " 44: ['The Best part of the Game is Probably the soundtrack and the '\n",
      "      'athmosphere but right after that is the combat and fluent controlls.',\n",
      "      \"That said, it doesn't really detract from the quality of the game - and \"\n",
      "      'the calls to replay it on \"insane\" mode (with only 1 hp) or with a '\n",
      "      'pacifist run, speak louder than most games given the enjoyability of '\n",
      "      'the combat and movement.',\n",
      "      \"While not as polished, they're still impressive games with an emphasis \"\n",
      "      'on responsive combat.'],\n",
      " 45: ['They also seem to highlight all the issues with both platforming and '\n",
      "      'combat.',\n",
      "      'Furthermore there are some sections that focus more on platforming and '\n",
      "      'offer a decent break from the fighting.',\n",
      "      'Platforming & fighting mechanics.'],\n",
      " 46: ['Self damage during a fight still counts as taking damage!',\n",
      "      \"But they aren't slow enough that you have to stop the fight to heal \"\n",
      "      'like you did in Souls.',\n",
      "      \"Even then, there's enough healing items that if you do get hit, you can \"\n",
      "      'kind of power through combat.',\n",
      "      'Land a few blows, dodge, heal or boost your attack, rinse and repeat.',\n",
      "      'By the end of the game I had a setup that had me, no joke, 4 shot the '\n",
      "      'final bosses first form, and 5 shot their second form (Two passive '\n",
      "      'items, one called the Black Sachet that increases attack damage for a '\n",
      "      '5% chance to deal 10% damage to self on attack, another called the '\n",
      "      'Necklace of Sacrifice that increases attack damage by 100% when low on '\n",
      "      'health, which i found triggers at 25% health and below, and by using an '\n",
      "      'active item that gives a 100% attack boost for 30 seconds in exchange '\n",
      "      'of some health, and using the lv 2 bow charge which fired 5 arrows but '\n",
      "      'only counts as one attack)',\n",
      "      'You have limited heals wich are practically used as extra lives for '\n",
      "      \"whenever you screw up a roll or don't evade an attack properly.\",\n",
      "      'Enemies in the early areas seem to do more than half my health in '\n",
      "      'damage on normal difficulty, Why even have a health bar if I can die in '\n",
      "      'two hits?',\n",
      "      \"Same thing with healing: it's very fast, but it will lock you in place \"\n",
      "      'long enough for enemies to hit you unless you time it properly.',\n",
      "      'Enemies hit hard and your healing is limited, which you replenish at '\n",
      "      'the check points you find around(you even get the ability to warp '\n",
      "      'around between them at around half way depending when you actually '\n",
      "      'adquire the requirements).',\n",
      "      'I do feel like I take WAAAAAY too much damage from enemies, regularly '\n",
      "      'loosing anywhere from 1/3 to 1/2 of my health in a single hit, and '\n",
      "      'needing 2 of the five uses of my healing item to restore that damage.',\n",
      "      'It helps that no enemies are health sinks, as most enemies die after a '\n",
      "      'few hits and never become a chore to fight.',\n",
      "      'A lot of stat boosting items are just fluff, what use is a 50% damage '\n",
      "      'boost when a boss has such a massive health pool it will feel like '\n",
      "      \"you're swinging a wet baguette instead of a sword anyway, same goes for \"\n",
      "      'the bow, why have arrows that will pierce through enemies and keep '\n",
      "      'flying when there is almost never a situation where so many enemies are '\n",
      "      'on screen (in a straight line no less) where that would be beneficial.',\n",
      "      'Not too difficult/mechanically complex: Enemies eventually become a '\n",
      "      'non-issue because they all die in like 3-5 hits and by the end you have '\n",
      "      'plenty of healing to tank hits until you reach the next save point.',\n",
      "      'As expected, enemies hit hard, and healing is very limited, but the '\n",
      "      'challenges are never unreasonable.',\n",
      "      'The other half is damage output from enemies and bosses, which has no '\n",
      "      'consistency whatsoever.',\n",
      "      'They do everything from letting you deal more damage, adding '\n",
      "      'fire/poison to attacks, making enemies drop more money, to giving you '\n",
      "      'health upon an enemies death instead of the in-game currency.',\n",
      "      'Damage buffs too strong: With the active and passive items, you can get '\n",
      "      'a lot of damage increases that make fighting bosses too easy (active '\n",
      "      'item that gives 100% more damage + passive item that gives 100% more '\n",
      "      'damage at low health + passive item that gives fire damage to attacks = '\n",
      "      '200%+ damage).',\n",
      "      'Even so, dealing damage to your foes feels great, and the combat '\n",
      "      'problem is nowhere to be found in the boss battles.',\n",
      "      'However, every boss has a reward item you can obtain should you not '\n",
      "      'take ANY damage for the duration of the battle.',\n",
      "      'Enemy damage is kinda nuts, for most of the game 2 hits is enough to '\n",
      "      'kill your character, which makes the tiny health upgrades seem useless.',\n",
      "      'A lot of stat boosting items are just fluff, what use is a 50% damage '\n",
      "      'boost when a boss has such a massive health pool it will feel like '\n",
      "      \"you're swinging a wet baguette instead of a sword anyway, same goes for \"\n",
      "      'the bow, why have arrows that will pierce through enemies and keep '\n",
      "      'flying when there is almost never a situation where so many enemies are '\n",
      "      'on screen (in a straight line no less) where that would be beneficial.',\n",
      "      'Its not that the bosses are too crazy or anything, its just that every '\n",
      "      'enemy attack deals a considerable amount of damage while your healing '\n",
      "      'is pretty limited, although it gets better over time, mostly after you '\n",
      "      'unlock the air-dodge.',\n",
      "      'Healing is a little tedious, it seems like every enemy attack deals '\n",
      "      'more damage then one health item recovers.'],\n",
      " 47: ['And aside from this, there are very few direct upgrades to your '\n",
      "      'weapons.',\n",
      "      'I read that to get the good ending you have to have gotten some wind '\n",
      "      'power and unlocked a weapon upgrade.',\n",
      "      'Also, why does the weapon upgrade that is required to get the true '\n",
      "      'ending just kinda slapped in a well with no mention by anyone '\n",
      "      'whatsoever and no buildup?',\n",
      "      'The lack of weapon upgrades.',\n",
      "      'Other than that there are money collecting upgrades I never used, a '\n",
      "      'ring that tells you where secrets are, thus completely ruining the '\n",
      "      'point, the aforementioned random death device, one that raises your '\n",
      "      'resistance to bad effects which only occur from incredibly weak enemies '\n",
      "      'very early in the game, one that increases the speed of your arrows '\n",
      "      'from pretty much instant to literally instant and probably more I '\n",
      "      \"didn't even bother buying.\"],\n",
      " 48: ['The platforming is tight enough that you can do really precision stuff '\n",
      "      'without sliding off of small platforms, and certain unlockables only '\n",
      "      'add more stuff to your combat and movement repetoire.',\n",
      "      'Including long sections of platforming, especially with moving '\n",
      "      'platforms, with limitless spawning enemies that fly underneath you '\n",
      "      \"(where your weapon can't reach), knocking you into instakill spikes, \"\n",
      "      'was just tedious.',\n",
      "      'Including long sections of platforming, especially with moving '\n",
      "      'platforms, with limitless spawning enemies that fly underneath you '\n",
      "      \"(where your weapon can't reach), knocking you into instakill spikes, \"\n",
      "      'was just tedious.',\n",
      "      'You unlock power-ups by finishing each area that increase your '\n",
      "      \"mobility, combat ability, and give you the ability to warp, but there's \"\n",
      "      'nothing stopping you from doing so in any particular order.'],\n",
      " 49: ['The areas, bosses, and enemies are all very diverse and beautifully '\n",
      "      'done.',\n",
      "      'The bosses, enemies, and characters all have very interesting designs.',\n",
      "      'The characters and enemies are interesting and have a good design.',\n",
      "      'Each enemy is lovely crafted.',\n",
      "      'Enemy design was pretty nice, especially the bosses, they all had '\n",
      "      'interesting and different attack patterns.',\n",
      "      'Enemy design is mostly good (few stupid ones, like spinning painting).',\n",
      "      'The enemy design and mechanics are great while also being absolutely '\n",
      "      'rock hard.',\n",
      "      'The enemy designs are very diverse and interesting.',\n",
      "      'It has lots of exploration, decent enemy design and amazing boss '\n",
      "      'fights.',\n",
      "      'Cool enemy designs.'],\n",
      " 50: ['It has a very nice almost Cave Story like artstyle and it has a dark '\n",
      "      'souls system of combat.',\n",
      "      'As for what makes Dark Souls special, its not just the combat, its the '\n",
      "      'world.',\n",
      "      'Probably as it follows similar philosphies as dark souls in its combat.',\n",
      "      \"I touched upon it earlier, but there's shades of Dark Souls in this \"\n",
      "      'combat, given the commitment to actions including attacking and '\n",
      "      'dodging, as well as having a myriad of equipable items that alter your '\n",
      "      'offensive and defensive options, all of which I feel rewards skill '\n",
      "      'development and learning your preferred playstyle.',\n",
      "      'The addition of a roll gives the combat a patient, Dark Souls feel, and '\n",
      "      'players are given a wide variety of items to swap out and equip '\n",
      "      'depending on their playstyle.',\n",
      "      'Very much reminded me of Dark Souls, in both the combat and '\n",
      "      'storytelling, which, in my opinion, is a very good thing.',\n",
      "      'Dark Souls like combat. - Fluid Animations. - Challenging Bosses and '\n",
      "      'Enemies. -',\n",
      "      'Inspired by Dark Souls and pulled off with a mix of beautiful '\n",
      "      'animations, screen shake, well crafted enemies and interesting bosses.',\n",
      "      'Dark Souls like combat. - Fluid Animations. - Challenging Bosses and '\n",
      "      'Enemies. -',\n",
      "      \"I also wouldn't be surprised if some enemy and boss designs were \"\n",
      "      'partially inspired by Dark Souls because some of those fights really '\n",
      "      'invoke that series.',\n",
      "      'Im not super partial to the washed out Cave Story look of the sprites '\n",
      "      \"(probably why I didn't play the previous ones) but the art design is \"\n",
      "      \"undeniably fantastic and the dodge roll mechanic as well as the game's \"\n",
      "      'plot, atmosphere and battles gives it a gleefully Dark Souls feel.',\n",
      "      'Challenging and enjoyable combat with the sense of wonderment and '\n",
      "      'discovery that makes it, like everybody says, a mix between Castlevania '\n",
      "      'and Dark Souls.',\n",
      "      \"I also wouldn't be surprised if some enemy and boss designs were \"\n",
      "      'partially inspired by Dark Souls because some of those fights really '\n",
      "      'invoke that series.',\n",
      "      'The comparison to Dark Souls is almost impossible to make, but it '\n",
      "      'really is such a good take on the formula in 2D. The controls are super '\n",
      "      'tight, the fights are fun as heck, and all the art/music/atmosphere has '\n",
      "      'that signature Momodora Charm.',\n",
      "      \"I touched upon it earlier, but there's shades of Dark Souls in this \"\n",
      "      'combat, given the commitment to actions including attacking and '\n",
      "      'dodging, as well as having a myriad of equipable items that alter your '\n",
      "      'offensive and defensive options, all of which I feel rewards skill '\n",
      "      'development and learning your preferred playstyle.',\n",
      "      'The scenery and background story is reminiscent of Dark Souls with very '\n",
      "      'cool enemy designs and environments.',\n",
      "      '8-bit dark souls basically, really fleshed out with unique enemies and '\n",
      "      'fun boss fights.'],\n",
      " 51: ['Combat is most just run up to enemies and whack them till they die.',\n",
      "      'Obviously this is based on preference, as the game will give you the '\n",
      "      \"tools to overcome this, and you'll have to approach combat in a \"\n",
      "      'different way.',\n",
      "      'Like most games in the genre, the combat is fairly simplistic, with '\n",
      "      'your options being a melee attack and a bow, along with a roll that has '\n",
      "      \"a large number of immunity frames that's mandatory to use to avoid a \"\n",
      "      'lot of boss attacks.',\n",
      "      'The combat is just a basic \"you have a melee attack and you have a '\n",
      "      'ranged attack\", except it\\'s not done that well.',\n",
      "      'As I said, the main focus for combat is melee.',\n",
      "      'Combat has you dodging enemies attack with a dodge roll (and later, an '\n",
      "      'air dodge), attacking enemies with either melee or ranged attacks, '\n",
      "      'depending on how you want to play.',\n",
      "      'There are points in the combat where you are fighting an enemy, and you '\n",
      "      'just randomly take damage without any hint of movement.',\n",
      "      'Melee or ranged, combat is good, bad thing is that you can get hit if '\n",
      "      \"you're too close to an enemy or boss when attacking.\",\n",
      "      'The combat adds a three hit chain attack with the attack button and the '\n",
      "      'same bow as the last game.',\n",
      "      \"Combat is centered around dodging and stunlocking enemies, there's no \"\n",
      "      'way to block attacks.',\n",
      "      'Combat comes down to stun-locking enemies to death and avoiding their '\n",
      "      'projectiles for the most part, or for the few melee attacks just hit '\n",
      "      \"them first and they won't be any trouble.\",\n",
      "      'Combat against melee-driven bosses is interesting, you have to utilize '\n",
      "      'dodging well (air dashing is cool! feels like megaman X with '\n",
      "      'invincibility frame)',\n",
      "      'The combat is a simple 3-hit melee combo and light ranged attack, but '\n",
      "      'the enemy patterns and movement system (dodge roll!) really make the '\n",
      "      'system shine.',\n",
      "      'Combat is composed of two components: Melee, and ranged attacks.',\n",
      "      'Combat becomes either rush and attack the enemy before they begin their '\n",
      "      \"attack animation, or just run/dodge past them if you don't need any \"\n",
      "      'money.',\n",
      "      'Combat is still interesting though, but you might seriously consider '\n",
      "      'just avoiding the more problematic enemies rather than fighting them.',\n",
      "      'The combat is simple at first, but the further you go, the more thought '\n",
      "      \"you'll be putting into every attack, making split decisions against the \"\n",
      "      'smallest of phantoms to the largest of bosses.',\n",
      "      \"The combat felt nice and balanced, like you couldn't just blaze through \"\n",
      "      'enemies you would have to actually dodge and combo them to kill them.',\n",
      "      'Because there is no way to dodge attacks, this means the meat of the '\n",
      "      'combat is centered around dodging telegraphed attacks and stunning '\n",
      "      'enemies.',\n",
      "      'Combat is your typical action-platformer style - enemies take a fixed '\n",
      "      'number of hits.',\n",
      "      \"The game's combat consists of a melee attack (which you can perform in \"\n",
      "      'the air), a bow for ranged attacks (which you can charge), using a '\n",
      "      'consumable items that either casts an attack spell or buffs you, and a '\n",
      "      'dodge with I would say some very generous I-frames (invincibility '\n",
      "      'frames).',\n",
      "      'Combat: Either snipe out of bounds or get in close before they hit.',\n",
      "      'Combat is fun and chunky (by that I mean your attacks carry weight and '\n",
      "      'hitting enemies feels really good), and new abilities are doled out in '\n",
      "      'a sensible, if frequent, manner.',\n",
      "      \"Combat feels fluid, and there's enough variance of moves, attacks, \"\n",
      "      \"items, and dodges available to the player that there's always an \"\n",
      "      'interesting way to handle an encounter.',\n",
      "      'Combat is solid, relying mostly on your skill and tactic rather than '\n",
      "      'just having the best weapon.',\n",
      "      'The combat in this game is rather easy to grasp, with a simple 3-hit '\n",
      "      'melee combo, a bow for ranged attacks (can hold down to charge), a '\n",
      "      'dodge roll, limited healing items.',\n",
      "      'Stun locking enemies and invincible rolling make combat really '\n",
      "      'interesting.',\n",
      "      'With an emphasis on melee combat, combined with snappy movements and a '\n",
      "      'good degree of aerial control, techniques like short hop attacks or '\n",
      "      'retreating aerial attacks/charged bow shots, combat feels both very '\n",
      "      'technical and tactica.',\n",
      "      'The combat and movement feel nice especially during boss battles where '\n",
      "      'all your abilities such as the melee combos, chargable ranged attacks, '\n",
      "      'and dodges, get to shine fully.',\n",
      "      'The difficulty in combat comes from timing and knowing when to dodge '\n",
      "      'attacks.',\n",
      "      \"That's half of the inconsistency in the combat, you sometimes take \"\n",
      "      \"contact damage from touching enemies, Sometimes you don't!\",\n",
      "      'The combat feels great, melee attacks have a lot of weight and ranged '\n",
      "      'attacks are quick and useful quite often.',\n",
      "      'Combat is fluid and challenging, utilising physical attacks, '\n",
      "      'dodge-rolls, a bow, and a range of collectible active and passive items '\n",
      "      'collected throughout the game.',\n",
      "      'Similarly, the combat enhancements and attack boosts are only really '\n",
      "      'good by virtue of being the few items that you can use in combat.',\n",
      "      'There are difficulty options that allow players to take in the '\n",
      "      'environment and cruise through the combat as well as cranking up the '\n",
      "      'challenge and getting one shot by a normal enemy.',\n",
      "      'There are three attacks and one is just a charged version of your '\n",
      "      'ranged attack.',\n",
      "      'Although it lacks content, no upgrades to your melee attack until '\n",
      "      'almost on the end, no different comboes, although great ranged attack '\n",
      "      'infinite ammo...',\n",
      "      'Y: ranged attack.',\n",
      "      'You have a melee, and a ranged attack.',\n",
      "      'The combat is a simple 3-hit melee combo and light ranged attack, but '\n",
      "      'the enemy patterns and movement system (dodge roll!) really make the '\n",
      "      'system shine.',\n",
      "      \"In this game, your attacks can't kill enemies in one hit and the \"\n",
      "      'monsters are so well-placed that you have to consider what would the '\n",
      "      'best strategy of attack-',\n",
      "      'You run to melee range, and since every attack stuns them, you just '\n",
      "      'stunlock them to death.',\n",
      "      'The ranged attack has the benefit of range (duh) but the drawback is '\n",
      "      'that it does less damage.',\n",
      "      \"If I'm going to successfully dodge every attack an enemy does, but die \"\n",
      "      'anyway because it shoulder bumped me 3 times while I was trying to get '\n",
      "      'in range, the game is getting flushed.',\n",
      "      'Ranged attack is the most interesting one, since it can be charged to '\n",
      "      'get different effects.',\n",
      "      'Melee will move you forward a bit on each attack, and the third more '\n",
      "      'powerful attack in each combo will lock you in its animation, but the '\n",
      "      'THWACK delivered by said attack is oh so satisfying on the bosses.',\n",
      "      'Your character does have a ranged attack, but it does very little '\n",
      "      \"damage even to regular enemies; I've tried spamming it and the boss \"\n",
      "      'fights just feel like a chore.',\n",
      "      'You get one mele and one ranged attack.',\n",
      "      'After a while you realize that you can easily stun every enemy with '\n",
      "      'first attack.',\n",
      "      'They throw a dagger, and immediately can block after their attack.',\n",
      "      'If you push the limits on an attack and wait for the enemy to get '\n",
      "      'extremely close you both take the damage.',\n",
      "      'You have a simple melee attack, a ranged attack (which can be charged), '\n",
      "      'and some usable items which are largely useless except in some boss '\n",
      "      'battles because they are mostly very slow AoEs.',\n",
      "      'Going 1 on 1 with most enemies will undeniably end in your total '\n",
      "      'victory, however, the intricate level design, coupled with interesting, '\n",
      "      'different enemies, creates a fun environment that tests your ability to '\n",
      "      'plan your attack.',\n",
      "      'It has a basis combatsystem with one normal melee combo, an aerial '\n",
      "      'attack, a ranged attack with unlimited ammo, a dodge roll and some '\n",
      "      'active and passive items which can be found/bought while you pogress '\n",
      "      'futher.',\n",
      "      'The combat is simple at first, but the further you go, the more thought '\n",
      "      \"you'll be putting into every attack, making split decisions against the \"\n",
      "      'smallest of phantoms to the largest of bosses.',\n",
      "      'Should you stay back and shoot a long ranged attack?',\n",
      "      'Again they LOOK beautiful, but you will often find yourself taking '\n",
      "      \"damage from an attack whose animation you're cleared of or at a \"\n",
      "      'different time then when the enemy looks like it is attacking.',\n",
      "      'RB: ranged attack.',\n",
      "      'Your forms of attack are a three stage ground combo with a aerial;and a '\n",
      "      'bow with 3 main scaling charge shots,with a 4th one rewarded after '\n",
      "      'defeating a certain boss.',\n",
      "      'As tools you have meele attacks, a ranged attack with a bow, dashes, '\n",
      "      'and consumable items.',\n",
      "      'It takes a bit to learn when you should attack and which attack you '\n",
      "      'should use (melee/ranged).',\n",
      "      'Generally the game controlled pretty well, and the oomph behind your '\n",
      "      'hits is satisfying, but I did feel the melee combat could be a touch '\n",
      "      'clunky at times with often accidentally bumping into enemies and taking '\n",
      "      'damage while stepping forward to attack.',\n",
      "      'You have an incredibly fast ranged attack in your longbow, but using it '\n",
      "      'makes you stationary, so you need to time using it well.',\n",
      "      'The controls are simple but effective, and besides one or two design '\n",
      "      \"quirks that personally I would've changed (the interaction between the \"\n",
      "      'attack and roll animations, and the invincibility frames of the latter) '\n",
      "      \"there's nothing to complain about - you have melee and ranged attacks, \"\n",
      "      'dodge, double-jump and items with various active and passive effects to '\n",
      "      'use.',\n",
      "      'So you have a melee attack and a ranged attack.',\n",
      "      'The enemies are very slow and telegraphed and instead of simply making '\n",
      "      'tougher, more bosslike enemies, there are multiple haphazardly crammed '\n",
      "      'in rooms, jumping around and firing projectiles, to which one might say '\n",
      "      '\"use your ranged attack.\"',\n",
      "      'Some actions cancel charging your ranged attack.',\n",
      "      'The combat is just a basic \"you have a melee attack and you have a '\n",
      "      'ranged attack\", except it\\'s not done that well.',\n",
      "      \"It has a nice gameplay: It's got melee and ranged attack, but neither \"\n",
      "      'overpowers other.',\n",
      "      'Both your melee and ranged attack will always be the same, except for '\n",
      "      'some minor damage upgrades (and one charge upgrade for the ranged).',\n",
      "      'My first play of this game was on hard, in hard mode most enemies can '\n",
      "      'kill you in one or two shots, which is fine.',\n",
      "      'There are some spells but overall the direct confrontation is better as '\n",
      "      \"it's quicker to dispatch enemies.\",\n",
      "      'Enemies knock you around when you get hit just like in ninja gaiden.',\n",
      "      'The next area the game also starts doling out some hefty punches with '\n",
      "      \"it's enemies if your not careful.\",\n",
      "      \"Enemies do a ton of damage and you'll die fast and often (in normal \"\n",
      "      'difficulty).',\n",
      "      'You also get a dodge roll forwards and backwards with I-frames that '\n",
      "      'allow you to avoid attacks and collision with enemies (rather like the '\n",
      "      'one in Dark Souls or Salt and Sanctuary only more consistent), along '\n",
      "      'with a double jump from the get go.',\n",
      "      'While there are various enemies, you pretty much deal with them in the '\n",
      "      'same fashion: hitstun up close or spam/charge arrows at range.',\n",
      "      'You simply dodge past all enemies and learn the 6 year startup of each '\n",
      "      'bosses 4 attacks.',\n",
      "      'Because there is no way to dodge attacks, this means the meat of the '\n",
      "      'combat is centered around dodging telegraphed attacks and stunning '\n",
      "      'enemies.',\n",
      "      'Instead, I feel like I just memorized where the enemies are, when they '\n",
      "      'are going to attack, and I react accordingly.',\n",
      "      'You have to wait a little bit, think about the best way to approach the '\n",
      "      \"enemies and how they'll react to seeing you, and approach them with a \"\n",
      "      'mini-strategy in mind.',\n",
      "      \"Attacking also causes your character to move forward, so unless you're \"\n",
      "      \"careful you'll find yourself stepping into enemies too often.\",\n",
      "      'The end result is numerous annoyingly positioned enemies either cause '\n",
      "      'you to fall of a ledge into spikes (which kill you instantly), or cause '\n",
      "      \"you to step forward and take contact damage with the enemy you're \"\n",
      "      'hitting.',\n",
      "      'The enemies are strong and put a fear in you that if you make one '\n",
      "      'slip-up you will die.',\n",
      "      'The range of the melee attack is a bit dire, and the 3-hit combo makes '\n",
      "      'the main character move forward, which can make her fall into pits or '\n",
      "      'walk into enemies between hits.',\n",
      "      \"Melee enemies that block attacks from the front except when they're \"\n",
      "      'attacking.',\n",
      "      'CONS: If you rush you can kill enemies to easily.',\n",
      "      'And you are encouraged to use those techniques, even basic enemies deal '\n",
      "      'a lot of damage so you have to fight smart and not just wade into a '\n",
      "      'throng of enemies, at until you are familiar with what each enemy is '\n",
      "      'capable of.',\n",
      "      'Two lesser quibbles are that enemies do more damage then their attacks '\n",
      "      'suggest, which will put you on the brink of death without you realizing '\n",
      "      'it at times.',\n",
      "      'You are able to hit enemies through the walls with melee attacks.',\n",
      "      'Combat comes down to stun-locking enemies to death and avoiding their '\n",
      "      'projectiles for the most part, or for the few melee attacks just hit '\n",
      "      \"them first and they won't be any trouble.\",\n",
      "      'Poor level and enemy design, with lots of enemies shooting at you from '\n",
      "      'outside the screen, appearing from nowhere and attacking you '\n",
      "      'immediately, etc.',\n",
      "      'During the first 30 minutes, there are several enemies that can 2-hit '\n",
      "      'you.',\n",
      "      'The enemies can easily 1-2 shot you, same goes for the bosses.',\n",
      "      \"Touching enemies hurt you sometimes, but sometimes not (I'm sure there \"\n",
      "      \"is a logic behind it, but it's not clear to me).\",\n",
      "      'Enemies hit like a truck, instakill spikes, and you retry back to your '\n",
      "      'last save point.',\n",
      "      'The enemies are very slow and telegraphed and instead of simply making '\n",
      "      'tougher, more bosslike enemies, there are multiple haphazardly crammed '\n",
      "      'in rooms, jumping around and firing projectiles, to which one might say '\n",
      "      '\"use your ranged attack.\"',\n",
      "      'Enemies deal way too damage from the very beginning.',\n",
      "      'This on its own would not be so bad, but then you realize just how '\n",
      "      'short the melee range is compared to the collision bounds for enemies.',\n",
      "      \"The combat felt nice and balanced, like you couldn't just blaze through \"\n",
      "      'enemies you would have to actually dodge and combo them to kill them.',\n",
      "      \"It's very difficult to tell when enemies do or don't have contact \"\n",
      "      'damage (hitboxes are weird, are active on frame 1 when enemy recovers '\n",
      "      'from hitstun), and makes it so that you want to distance yourself and '\n",
      "      'NOT use your combo attack, as you might move into the enemy that will '\n",
      "      'recover from stun and two/one hit you with contact damage if you were '\n",
      "      'playing on Hard or the obligatory hardcore insane mode for epic gamers '\n",
      "      'for a game that is unrefined because padding! .',\n",
      "      'Some enemies get stunned and are easy to kill while others require you '\n",
      "      'to dodge and attack which keeps you on your toes at all times.',\n",
      "      'The enemies got a countable amount of health and a perfect guard move '\n",
      "      'so each battles requires you to formulate little strategies in real '\n",
      "      'time.',\n",
      "      'Most enemies are faster than you, deal around a third of your health in '\n",
      "      'damage per hit, and the game will frequently spawn enemies behind you, '\n",
      "      'or right on top of you.',\n",
      "      'And the attacks are unfair, sometimes you take damage from enemies for '\n",
      "      \"more than HALF of your health bar, and there are enemies that's \"\n",
      "      'impossible to reach, making navigation difficult as you have to dodge '\n",
      "      'enemy attacks along with obstacles along your way.',\n",
      "      'Attacks have a crunchy impact to them, hitstunning enemies in a '\n",
      "      'satisfying way.',\n",
      "      'You can dodge, but many enemies attack you twice.',\n",
      "      'Enemies regularly shoot projectiles/run into you from off screen in the '\n",
      "      'first few areas.',\n",
      "      'Once you get past the dodgy hitboxes, uncomfortably stiff controls, '\n",
      "      'enemies that only telegraph some of their attacks, a dodge roll that '\n",
      "      'leaves you vulnerable to contact damage with enemies, bullshit '\n",
      "      'ambushes, two-to-three hit deaths, the lack of healing in the first two '\n",
      "      'areas, envirnomental hazards that sometimes kill you and sometimes do '\n",
      "      'nothing because you have to go through them, enemies who can '\n",
      "      'surprise-lunge at you or hide their projectiles in the foreground '\n",
      "      'objects, enemies that spam projectiles at you from offscreen, early '\n",
      "      'bosses that rely on rote-memorization because they have more attacks '\n",
      "      'that kill you out of nowhere than you have hit points...',\n",
      "      'Whacking enemies is pretty fun, though you might quite quickly find '\n",
      "      'that avoiding them is just as effective (except for some cases).',\n",
      "      \"Enemies do a ton of damage and you can't even air dodge, trying to \"\n",
      "      \"explore doesn't yield much and every time you die you have to start \"\n",
      "      'from a waypoint from a mile away while every enemy twoshot you.',\n",
      "      'Contact damage from enemies is questionable!!',\n",
      "      \"There's also enemies that shoot at you off screen 2d game design 101 \"\n",
      "      \"don't make enemies hit players off screen.\",\n",
      "      'Each set of enemies in every area is cleverly placed to get you to plan '\n",
      "      'your moves through.',\n",
      "      'There are enemies throwing things at you from out of the screen.',\n",
      "      \"AND it's guaranteed to stun most enemies on hit (apart from bosses).\",\n",
      "      'You will learn how to combat enemies easier and easier as time goes on, '\n",
      "      \"and it's not because your character is growing stronger (honestly \"\n",
      "      'besides a few items and the occasional health boost your character '\n",
      "      \"won't get much stronger), the enemies are getting easier because you as \"\n",
      "      'a person are learning to cobat them.',\n",
      "      \"Also some enemies don't even turn around when you hit them in the back.\",\n",
      "      'There are enemies that kill in 2-3 hits and spikes that instantly kill '\n",
      "      'you.',\n",
      "      'Enemies spam projectiles from way off-screen, which is super lame.',\n",
      "      \"And the enemies do a LOT of damage, about 2-3 hits and you're dead.\",\n",
      "      'The bow is bound to a separate button so you can very easily combo '\n",
      "      'enemies after your standard 3-hit combo with melee.',\n",
      "      'Enemies can be pretty tough and you get punished for being reckless.',\n",
      "      \"Combat is centered around dodging and stunlocking enemies, there's no \"\n",
      "      'way to block attacks.',\n",
      "      'Going 1 on 1 with most enemies will undeniably end in your total '\n",
      "      'victory, however, the intricate level design, coupled with interesting, '\n",
      "      'different enemies, creates a fun environment that tests your ability to '\n",
      "      'plan your attack.',\n",
      "      'At the very beginning of the game already you will take what visually '\n",
      "      'appears to be massive damage, dying in three or four hits to the most '\n",
      "      'mundane of enemies.',\n",
      "      'Precision combat with dodge roll i-frames. - enemies telegraphing their '\n",
      "      'attacks. - similar difficulty (I recommend the hard setting which adds '\n",
      "      'more enemies)',\n",
      "      \"Nearly every enemy had a shield that you're supposed to roll through so \"\n",
      "      \"you can attack 'em from behind but sometimes the enemies turn around \"\n",
      "      \"instantly so that doesn't work & then you get knifed or you bump into \"\n",
      "      'the enemy because your attacks make you move for no reason & the enemy '\n",
      "      \"didn't budge because you hit their shield because they unexpectedly \"\n",
      "      'turned around instantly.',\n",
      "      'Generally the game controlled pretty well, and the oomph behind your '\n",
      "      'hits is satisfying, but I did feel the melee combat could be a touch '\n",
      "      'clunky at times with often accidentally bumping into enemies and taking '\n",
      "      'damage while stepping forward to attack.',\n",
      "      'Enemies that throw projectiles or spells in either an arc towards you, '\n",
      "      'or actually targeted.',\n",
      "      'Enemies that slowly float towards you and do contact damage/explode.',\n",
      "      'Something you really cannot do with how comparatively fragile the '\n",
      "      'player is to the enemies and your limited stock of heals '\n",
      "      'carried(replenished at save/warp points) instead the game notably '\n",
      "      'features a dodgeroll useful in avoiding damage from both enemies and '\n",
      "      'traps.',\n",
      "      \"In this game, your attacks can't kill enemies in one hit and the \"\n",
      "      'monsters are so well-placed that you have to consider what would the '\n",
      "      'best strategy of attack-',\n",
      "      'The active frames for the attacks in the 3-hit combo are very short, '\n",
      "      'and enemies often sneak in between attacks and hit you.',\n",
      "      'Enemies that walk towards you and melee attack you.',\n",
      "      'Even after the first hr, there are a ton of enemies that can 3 hit you.',\n",
      "      'This forces you to play smart, taking your time instead of ramming your '\n",
      "      'face into the enemies until they die.',\n",
      "      'Dodges and air dashes give you options to time your attacks and the '\n",
      "      'devs graciously put visual indicator effects on enemies right before '\n",
      "      'they attack.',\n",
      "      'Some enemies could use tweaking, though - the shield imps are a bit of '\n",
      "      \"a pain, you're meant to roll past them but half the time they \"\n",
      "      'immediately turn to face you again anyway, and the period they have '\n",
      "      'their shield open is too short.',\n",
      "      'Few enemies actually have any armor, so the game overall makes pretty '\n",
      "      'poor use of the dodge mechanic as a way to bypass shields and such; its '\n",
      "      'there purely for dodging past enemies or attacks.',\n",
      "      'It seems incredibly difficutl at first, but as you start to understand '\n",
      "      \"the enemies' attack patterns as well as your own tools battles becomes \"\n",
      "      'fun.',\n",
      "      'Enemies are positioned to attack where it came off as frustrating.',\n",
      "      'The melee combo is simple and allows you to stun enemies, the bow and '\n",
      "      'arrow is your range weapon and can be charged for more arrows and '\n",
      "      'damage.',\n",
      "      'However, as your reactions improve and you learn more about the '\n",
      "      'enemies, these same challenges become noticeably easier, leaving a '\n",
      "      'strong sense of achievement.',\n",
      "      'Comboing enemies up close felt powerful and risky and the ranged shot '\n",
      "      'was a good balance to that.',\n",
      "      'You use arrow keys to move, A to jump or double jump if you press it '\n",
      "      'two times,S to melee and mash it for triple combo attack, D To use '\n",
      "      'arrows and latter you have upgrades that enchaces or when holdind D you '\n",
      "      'charge arrows for greater spread and damage, Q for rolls which you use '\n",
      "      'to dodge enemies and make yourself faster and you latter unlock air '\n",
      "      'dodge which makes it even faster and W for changing items.',\n",
      "      'Enemies and some bosses deal contact damage, as well as damage you with '\n",
      "      'their attacks, meaning a successful dodge usually gets you hit by the '\n",
      "      \"boss' most devastating ability: Jumping forward to touch you.\",\n",
      "      \"You also don't always take damage from enemies except when they're \"\n",
      "      'attacking.',\n",
      "      'Combat is most just run up to enemies and whack them till they die.',\n",
      "      'Enemies tend to deal quite a bit of damage.',\n",
      "      'In \"normal\" mode, the enemies at the beginning of the game can kill you '\n",
      "      'in 2-3 hits.',\n",
      "      \"Enemies are placed in obnoxious areas, the dodge roll doesn't feel \"\n",
      "      'right, and the little shield/knife throwy enemies can screw off.',\n",
      "      \"The controls aren't bad, but I always seem to be running into enemies.\",\n",
      "      'While the melee attack has the drawback of needing you to get close to '\n",
      "      'your enemies, and therefore putting you at risk of taking damage, the '\n",
      "      'benefit is that it does more damage.',\n",
      "      'On normal difficulty you need to hit some enemies three times per basis '\n",
      "      'and there are various enemies at the end of the game that require you '\n",
      "      'to hit them SIX times.',\n",
      "      'You can also charge arrows up to a scatter-shot burst (up close to '\n",
      "      'shot-gun the enemy, which will take out most common enemies in the '\n",
      "      'game).',\n",
      "      \"Although it isn't the first game I encounter that has common enemies \"\n",
      "      'that can almost kill you in one hit.',\n",
      "      'Both can be staggered by your heavy attacks, and most common enemies '\n",
      "      \"can be stunlocked to death if you're fighting them one-on-one.\",\n",
      "      'Boss fights are practically impossible using melee attacks, but easy '\n",
      "      '(but painfully long) with ranged attacks.',\n",
      "      'You are able to hit enemies through the walls with melee attacks.',\n",
      "      'Combat comes down to stun-locking enemies to death and avoiding their '\n",
      "      'projectiles for the most part, or for the few melee attacks just hit '\n",
      "      \"them first and they won't be any trouble.\",\n",
      "      'You are given some melee attacks, dodges and ranged arrows, but I think '\n",
      "      'that basic three-hit combo could use some company in form of few other '\n",
      "      'melee moves and tactics.',\n",
      "      'The bow has a chargeable attack which deals more damage and fires a '\n",
      "      'spreadshot, and because of this control scheme you can charge it while '\n",
      "      'you perform melee attacks, allowing for an interesting dynamic of '\n",
      "      'combos and skill.',\n",
      "      'The game is difficult at first, but incredibly satisfying to master as '\n",
      "      'dodge rolls, air dodge rolls, projectile charging, melee attacks and '\n",
      "      'consumable magic all have their indispensable uses against the '\n",
      "      'dangerous beastiary of this game.',\n",
      "      'The combat feels great, melee attacks have a lot of weight and ranged '\n",
      "      'attacks are quick and useful quite often.',\n",
      "      \"You've got chargeable ranged attacks and your melee attacks work out to \"\n",
      "      'just a generic three-hit-combo move.',\n",
      "      'Combat against melee-driven bosses is interesting, you have to utilize '\n",
      "      'dodging well (air dashing is cool! feels like megaman X with '\n",
      "      'invincibility frame)',\n",
      "      'While at first the melee seems pretty nice and weighty, with every move '\n",
      "      'pushing you forward - the cracks start to show when you realize the '\n",
      "      \"game has contact damage and it's really easy to get knocked out of a \"\n",
      "      'combo just from that.',\n",
      "      \"It has a nice gameplay: It's got melee and ranged attack, but neither \"\n",
      "      'overpowers other.',\n",
      "      'You have a standard jump, roll, and two forms of attacks (Arrows and '\n",
      "      'Melee).',\n",
      "      'Melee lets you stun your opponents, which is a nice idea, but sometimes '\n",
      "      'makes things too simple (trivializes fodder enemies by stunlocking '\n",
      "      'them).',\n",
      "      'It takes a bit to learn when you should attack and which attack you '\n",
      "      'should use (melee/ranged).',\n",
      "      'Melee will move you forward a bit on each attack, and the third more '\n",
      "      'powerful attack in each combo will lock you in its animation, but the '\n",
      "      'THWACK delivered by said attack is oh so satisfying on the bosses.',\n",
      "      'Melee has a simple 4 combo mechanic that can be repeatedly used with no '\n",
      "      \"cooldown, it's simple yet satisfactory to use, and very effective.\",\n",
      "      'Melee or ranged, combat is good, bad thing is that you can get hit if '\n",
      "      \"you're too close to an enemy or boss when attacking.\",\n",
      "      'Ranged does pitiful damage, which I assume is intentional to force you '\n",
      "      'into using your melee but there are ZERO OPTIONS FOR MELEE.',\n",
      "      \"But for the most part you're stuck with melee.\",\n",
      "      'Why even give me the option to use melee?',\n",
      "      'The bow is bound to a separate button so you can very easily combo '\n",
      "      'enemies after your standard 3-hit combo with melee.',\n",
      "      'Enemies that walk towards you and melee attack you.',\n",
      "      'Combat has you dodging enemies attack with a dodge roll (and later, an '\n",
      "      'air dodge), attacking enemies with either melee or ranged attacks, '\n",
      "      'depending on how you want to play.',\n",
      "      \"It's not even difficult, most enemies you can actually just stunluck \"\n",
      "      'forever with melee, the only reason I end up dying is because I get '\n",
      "      'bored of playing cautiously and just hammer away at things so I can '\n",
      "      'move on faster.',\n",
      "      'You have a melee and a range attack with distinct benefits and '\n",
      "      'weaknesses, and mixing the 2 to make an effective combat situation is '\n",
      "      'simply satisfying, whether it is a normal enemy or a boss.',\n",
      "      'Both your melee and ranged attack will always be the same, except for '\n",
      "      'some minor damage upgrades (and one charge upgrade for the ranged).',\n",
      "      'The ability to use both melee and ranged attacks since the beginning is '\n",
      "      'quite neat, since it offers more options in the way you engage in '\n",
      "      'battles.',\n",
      "      'The controls are simple but effective, and besides one or two design '\n",
      "      \"quirks that personally I would've changed (the interaction between the \"\n",
      "      'attack and roll animations, and the invincibility frames of the latter) '\n",
      "      \"there's nothing to complain about - you have melee and ranged attacks, \"\n",
      "      'dodge, double-jump and items with various active and passive effects to '\n",
      "      'use.',\n",
      "      'You have a melee, and a ranged attack.',\n",
      "      'As I said, the main focus for combat is melee.',\n",
      "      'You also get a dodge roll forwards and backwards with I-frames that '\n",
      "      'allow you to avoid attacks and collision with enemies (rather like the '\n",
      "      'one in Dark Souls or Salt and Sanctuary only more consistent), along '\n",
      "      'with a double jump from the get go.',\n",
      "      'Combat is fun and chunky (by that I mean your attacks carry weight and '\n",
      "      'hitting enemies feels really good), and new abilities are doled out in '\n",
      "      'a sensible, if frequent, manner.',\n",
      "      \"Combat feels fluid, and there's enough variance of moves, attacks, \"\n",
      "      \"items, and dodges available to the player that there's always an \"\n",
      "      'interesting way to handle an encounter.',\n",
      "      \"Nearly every enemy had a shield that you're supposed to roll through so \"\n",
      "      \"you can attack 'em from behind but sometimes the enemies turn around \"\n",
      "      \"instantly so that doesn't work & then you get knifed or you bump into \"\n",
      "      'the enemy because your attacks make you move for no reason & the enemy '\n",
      "      \"didn't budge because you hit their shield because they unexpectedly \"\n",
      "      'turned around instantly.',\n",
      "      '3 (Skill-based, action-packed, fluid, dodges, loads of items & attacks, '\n",
      "      'difficult)',\n",
      "      \"In this game, your attacks can't kill enemies in one hit and the \"\n",
      "      'monsters are so well-placed that you have to consider what would the '\n",
      "      'best strategy of attack-',\n",
      "      'Because there is no way to dodge attacks, this means the meat of the '\n",
      "      'combat is centered around dodging telegraphed attacks and stunning '\n",
      "      'enemies.',\n",
      "      'Two lesser quibbles are that enemies do more damage then their attacks '\n",
      "      'suggest, which will put you on the brink of death without you realizing '\n",
      "      'it at times.',\n",
      "      'Combat is composed of two components: Melee, and ranged attacks.',\n",
      "      'Enemies and some bosses deal contact damage, as well as damage you with '\n",
      "      'their attacks, meaning a successful dodge usually gets you hit by the '\n",
      "      \"boss' most devastating ability: Jumping forward to touch you.\",\n",
      "      'There are three attacks and one is just a charged version of your '\n",
      "      'ranged attack.',\n",
      "      'The combat system rewards skill and timing, so you have to time jumps, '\n",
      "      'dodging, hits and ranged attacks.',\n",
      "      'The combat and movement feel nice especially during boss battles where '\n",
      "      'all your abilities such as the melee combos, chargable ranged attacks, '\n",
      "      'and dodges, get to shine fully.',\n",
      "      \"Combat is centered around dodging and stunlocking enemies, there's no \"\n",
      "      'way to block attacks.',\n",
      "      'Once you get past the dodgy hitboxes, uncomfortably stiff controls, '\n",
      "      'enemies that only telegraph some of their attacks, a dodge roll that '\n",
      "      'leaves you vulnerable to contact damage with enemies, bullshit '\n",
      "      'ambushes, two-to-three hit deaths, the lack of healing in the first two '\n",
      "      'areas, envirnomental hazards that sometimes kill you and sometimes do '\n",
      "      'nothing because you have to go through them, enemies who can '\n",
      "      'surprise-lunge at you or hide their projectiles in the foreground '\n",
      "      'objects, enemies that spam projectiles at you from offscreen, early '\n",
      "      'bosses that rely on rote-memorization because they have more attacks '\n",
      "      'that kill you out of nowhere than you have hit points...',\n",
      "      'The combat feels great, melee attacks have a lot of weight and ranged '\n",
      "      'attacks are quick and useful quite often.',\n",
      "      'Attacks have a crunchy impact to them, hitstunning enemies in a '\n",
      "      'satisfying way.',\n",
      "      'And the attacks are unfair, sometimes you take damage from enemies for '\n",
      "      \"more than HALF of your health bar, and there are enemies that's \"\n",
      "      'impossible to reach, making navigation difficult as you have to dodge '\n",
      "      'enemy attacks along with obstacles along your way.',\n",
      "      'The difficulty in combat comes from timing and knowing when to dodge '\n",
      "      'attacks.',\n",
      "      \"The game's combat consists of a melee attack (which you can perform in \"\n",
      "      'the air), a bow for ranged attacks (which you can charge), using a '\n",
      "      'consumable items that either casts an attack spell or buffs you, and a '\n",
      "      'dodge with I would say some very generous I-frames (invincibility '\n",
      "      'frames).',\n",
      "      \"You've got chargeable ranged attacks and your melee attacks work out to \"\n",
      "      'just a generic three-hit-combo move.',\n",
      "      \"Melee enemies that block attacks from the front except when they're \"\n",
      "      'attacking.',\n",
      "      'Precision combat with dodge roll i-frames. - enemies telegraphing their '\n",
      "      'attacks. - similar difficulty (I recommend the hard setting which adds '\n",
      "      'more enemies)',\n",
      "      'The combat system is fairly complex and you need to learn to time your '\n",
      "      'dodges and your attacks well to defeat the bosses and various monsters '\n",
      "      'you will meet along the way.',\n",
      "      'You have a dodgeroll with invincibility frames which the game forces '\n",
      "      'you to use during the intense boss battles, defeating them is, like '\n",
      "      'Dark Souls or Monster Hunter, about learning their tells and avoiding '\n",
      "      'their attacks.',\n",
      "      'I found myself heavily favoring ranged attacks simply because the '\n",
      "      'close-up melee attack took so long to animate.',\n",
      "      'Your attacks can effect multiple enemies at once and there is some '\n",
      "      'knockback/knock-up in the process.',\n",
      "      'The combat in this game is rather easy to grasp, with a simple 3-hit '\n",
      "      'melee combo, a bow for ranged attacks (can hold down to charge), a '\n",
      "      'dodge roll, limited healing items.',\n",
      "      'Dodges and air dashes give you options to time your attacks and the '\n",
      "      'devs graciously put visual indicator effects on enemies right before '\n",
      "      'they attack.',\n",
      "      \"The battles are hard and won't let you fight them by simply mashing the \"\n",
      "      'button, but rely more on the wits and patience of the player to strike '\n",
      "      'hits and to evade attacks.',\n",
      "      'The active frames for the attacks in the 3-hit combo are very short, '\n",
      "      'and enemies often sneak in between attacks and hit you.',\n",
      "      'You simply dodge past all enemies and learn the 6 year startup of each '\n",
      "      'bosses 4 attacks.',\n",
      "      'Few enemies actually have any armor, so the game overall makes pretty '\n",
      "      'poor use of the dodge mechanic as a way to bypass shields and such; its '\n",
      "      'there purely for dodging past enemies or attacks.',\n",
      "      'Most enemy encounters are rather simple outside of their consistently '\n",
      "      \"strong character design and you're best bet is to rush and bring the \"\n",
      "      'offensive to them instead of sitting back and trying to gauge their '\n",
      "      'attacks.',\n",
      "      'There is a a plethora of attacks; cancels, dodge rolls, air dodges, '\n",
      "      'transformations, lovingly hand crafted frame by frame, along with a '\n",
      "      'selection of items, buffs and skills that add variation and new '\n",
      "      'tactics.',\n",
      "      'Boss fights are practically impossible using melee attacks, but easy '\n",
      "      '(but painfully long) with ranged attacks.',\n",
      "      \"Every enemy does one (Sometimes TWO) attacks on a loop when you're in \"\n",
      "      \"range, or indefinitely if they're a ranged enemy, and it's honestly \"\n",
      "      'already boring after only ONE HOUR OF GAMEPLAY.',\n",
      "      'Another enemy can shoot at you through walls, and another throws a '\n",
      "      'scythe that is sometimes literally impossible to dodge due to the size '\n",
      "      'of it.',\n",
      "      \"Enemies do a ton of damage and you can't even air dodge, trying to \"\n",
      "      \"explore doesn't yield much and every time you die you have to start \"\n",
      "      'from a waypoint from a mile away while every enemy twoshot you.',\n",
      "      'You take damage when touching an enemy and when they hit you.',\n",
      "      \"I think it is asking me to diligently learn every enemy's moves and pay \"\n",
      "      'a lot of attention to the bosses, but the extremely inconsistent hit '\n",
      "      'detection and absolutely punishing amount of damage mean I die '\n",
      "      'endlessly while trying to proceed.',\n",
      "      'Hitting ANY enemy a single time completelly stuns them, makes them '\n",
      "      'unable to hurt you upon contact and lasts FOREVER.',\n",
      "      \"This creates problems when you're attacking an enemy and then all the \"\n",
      "      \"sudden you're on top of them and you take damage.\",\n",
      "      'While it looks like for the most part staggering an enemy with a melee '\n",
      "      \"hit will stop it from contact damaging you, if anything's nearby that \"\n",
      "      \"wasn't staggered, it'll hit you out of your combo.\",\n",
      "      'There are two ways to offset contact damage in this game - stunning the '\n",
      "      \"enemy temporarily makes them do no contact damage, or don't use the \"\n",
      "      'leaf.',\n",
      "      'And you are encouraged to use those techniques, even basic enemies deal '\n",
      "      'a lot of damage so you have to fight smart and not just wade into a '\n",
      "      'throng of enemies, at until you are familiar with what each enemy is '\n",
      "      'capable of.',\n",
      "      \"It's very difficult to tell when enemies do or don't have contact \"\n",
      "      'damage (hitboxes are weird, are active on frame 1 when enemy recovers '\n",
      "      'from hitstun), and makes it so that you want to distance yourself and '\n",
      "      'NOT use your combo attack, as you might move into the enemy that will '\n",
      "      'recover from stun and two/one hit you with contact damage if you were '\n",
      "      'playing on Hard or the obligatory hardcore insane mode for epic gamers '\n",
      "      'for a game that is unrefined because padding! .',\n",
      "      'Again they LOOK beautiful, but you will often find yourself taking '\n",
      "      \"damage from an attack whose animation you're cleared of or at a \"\n",
      "      'different time then when the enemy looks like it is attacking.',\n",
      "      'The end result is numerous annoyingly positioned enemies either cause '\n",
      "      'you to fall of a ledge into spikes (which kill you instantly), or cause '\n",
      "      \"you to step forward and take contact damage with the enemy you're \"\n",
      "      'hitting.',\n",
      "      \"If I'm going to successfully dodge every attack an enemy does, but die \"\n",
      "      'anyway because it shoulder bumped me 3 times while I was trying to get '\n",
      "      'in range, the game is getting flushed.',\n",
      "      \"Every enemy does one (Sometimes TWO) attacks on a loop when you're in \"\n",
      "      \"range, or indefinitely if they're a ranged enemy, and it's honestly \"\n",
      "      'already boring after only ONE HOUR OF GAMEPLAY.',\n",
      "      \"Nearly every enemy had a shield that you're supposed to roll through so \"\n",
      "      \"you can attack 'em from behind but sometimes the enemies turn around \"\n",
      "      \"instantly so that doesn't work & then you get knifed or you bump into \"\n",
      "      'the enemy because your attacks make you move for no reason & the enemy '\n",
      "      \"didn't budge because you hit their shield because they unexpectedly \"\n",
      "      'turned around instantly.',\n",
      "      'Until you actually find upgrades and learn attack patterns, every enemy '\n",
      "      \"and boss can actually be pretty tough and will kill you if you don't \"\n",
      "      'pay attention.',\n",
      "      'This makes you let your guard down because the enemy is staggered, but '\n",
      "      'then lose a fragment of your health to collision.',\n",
      "      'Well, everytime you attack an enemy, the character steps a bit forward, '\n",
      "      'leaving other enemies to attack you repeatedly.',\n",
      "      \"It's actually pretty fast-paced, and in fact the correct strategy is \"\n",
      "      'often to be on the offensive and attack the enemy before they have time '\n",
      "      'to attack you.',\n",
      "      'You can also charge arrows up to a scatter-shot burst (up close to '\n",
      "      'shot-gun the enemy, which will take out most common enemies in the '\n",
      "      'game).',\n",
      "      'If you push the limits on an attack and wait for the enemy to get '\n",
      "      'extremely close you both take the damage.',\n",
      "      'After a while you realize that you can easily stun every enemy with '\n",
      "      'first attack.',\n",
      "      'Most of the time, the only risk in taking hits is to be within the '\n",
      "      \"enemy's attack range.\",\n",
      "      'Sure, an enemy does a ton of damage, but you have time to dodge it.',\n",
      "      'Combat becomes either rush and attack the enemy before they begin their '\n",
      "      \"attack animation, or just run/dodge past them if you don't need any \"\n",
      "      'money.',\n",
      "      'When you run into an enemy and suffer contact damage, it gets annoying.',\n",
      "      'There are points in the combat where you are fighting an enemy, and you '\n",
      "      'just randomly take damage without any hint of movement.',\n",
      "      'Roll through an enemy a bit too far.',\n",
      "      'You will strike and enemy twice, and then take damage from colliding '\n",
      "      'with an enemy, despite it not attacking you.',\n",
      "      'Got to get close to hit an enemy?',\n",
      "      \"You don't automatically take damage by touching an enemy instead only \"\n",
      "      'when it attacks you (I prefer these types of systems).',\n",
      "      'Melee or ranged, combat is good, bad thing is that you can get hit if '\n",
      "      \"you're too close to an enemy or boss when attacking.\",\n",
      "      \"Later you'll be able to handle foes better.\",\n",
      "      'A fun but challangeing game where you hack and slash your foes and '\n",
      "      'deftly dodge them in order to purify the land.',\n",
      "      \"Attacking also causes your character to move forward, so unless you're \"\n",
      "      \"careful you'll find yourself stepping into enemies too often.\",\n",
      "      'Three hits from most monsters will kill you, with your only mercies '\n",
      "      'being a (rather weak) projectile and a dodge-roll with limited '\n",
      "      'I-frames.',\n",
      "      'The enemies got a countable amount of health and a perfect guard move '\n",
      "      'so each battles requires you to formulate little strategies in real '\n",
      "      'time.',\n",
      "      'The ability to use both melee and ranged attacks since the beginning is '\n",
      "      'quite neat, since it offers more options in the way you engage in '\n",
      "      'battles.',\n",
      "      \"The battles are hard and won't let you fight them by simply mashing the \"\n",
      "      'button, but rely more on the wits and patience of the player to strike '\n",
      "      'hits and to evade attacks.',\n",
      "      'Your attacks can effect multiple enemies at once and there is some '\n",
      "      'knockback/knock-up in the process.',\n",
      "      'Until you actually find upgrades and learn attack patterns, every enemy '\n",
      "      \"and boss can actually be pretty tough and will kill you if you don't \"\n",
      "      'pay attention.',\n",
      "      \"It's a bit on the hard side (enemies hit hard and there's some instant \"\n",
      "      'kill things like spikes, and some bosses really require you to learn '\n",
      "      'their attack patterns well).',\n",
      "      'It seems incredibly difficutl at first, but as you start to understand '\n",
      "      \"the enemies' attack patterns as well as your own tools battles becomes \"\n",
      "      'fun.',\n",
      "      \"You're constantly being shot at by things off screen, and most of the \"\n",
      "      'projectiles pass through scenery so there are just projectiles coming '\n",
      "      'from all over the place seemingly at random.',\n",
      "      'Once you get past the dodgy hitboxes, uncomfortably stiff controls, '\n",
      "      'enemies that only telegraph some of their attacks, a dodge roll that '\n",
      "      'leaves you vulnerable to contact damage with enemies, bullshit '\n",
      "      'ambushes, two-to-three hit deaths, the lack of healing in the first two '\n",
      "      'areas, envirnomental hazards that sometimes kill you and sometimes do '\n",
      "      'nothing because you have to go through them, enemies who can '\n",
      "      'surprise-lunge at you or hide their projectiles in the foreground '\n",
      "      'objects, enemies that spam projectiles at you from offscreen, early '\n",
      "      'bosses that rely on rote-memorization because they have more attacks '\n",
      "      'that kill you out of nowhere than you have hit points...',\n",
      "      'Combat comes down to stun-locking enemies to death and avoiding their '\n",
      "      'projectiles for the most part, or for the few melee attacks just hit '\n",
      "      \"them first and they won't be any trouble.\",\n",
      "      'The only complaint I have on this front is the abundance of insta-death '\n",
      "      'spike pits, complete with offscreen enemies that lob projectiles at you '\n",
      "      'and reskins of Medusa Heads, both of which are adept at puting you into '\n",
      "      'holes.',\n",
      "      'The enemies are very slow and telegraphed and instead of simply making '\n",
      "      'tougher, more bosslike enemies, there are multiple haphazardly crammed '\n",
      "      'in rooms, jumping around and firing projectiles, to which one might say '\n",
      "      '\"use your ranged attack.\"',\n",
      "      'Enemies that throw projectiles or spells in either an arc towards you, '\n",
      "      'or actually targeted.',\n",
      "      'Enemies spam projectiles from way off-screen, which is super lame.',\n",
      "      'Enemies regularly shoot projectiles/run into you from off screen in the '\n",
      "      'first few areas.',\n",
      "      'And the attacks are unfair, sometimes you take damage from enemies for '\n",
      "      \"more than HALF of your health bar, and there are enemies that's \"\n",
      "      'impossible to reach, making navigation difficult as you have to dodge '\n",
      "      'enemy attacks along with obstacles along your way.',\n",
      "      \"It would've been more interesting if your character had more defensive \"\n",
      "      'options to choose from (e.g. blocking) or if more enemy attacks '\n",
      "      'required you to move in certain ways to dodge them.',\n",
      "      \"Can be difficult at first but eventually you'll get used to enemy \"\n",
      "      'attacks with your limited moveset.',\n",
      "      'You are given minimal time to react to a new enemy that you have not '\n",
      "      'seen before, and you get hit because of it.',\n",
      "      'Your character has four main combat actions, being a melee weapon (a '\n",
      "      \"magic leaf), a ranged attack (bow 'n' arrow), a dodge roll, and access \"\n",
      "      'to items (the main one replenishes health).',\n",
      "      \"Outside of equippable items, you'll only find five permanent new \"\n",
      "      \"abilities; two of them are upgrades to your ranged weapon's charge \"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      'attack, one of which just makes your melee weapon do more damage, and '\n",
      "      'only two of which actually provide new mobility options.',\n",
      "      'The controls are simple but effective, and besides one or two design '\n",
      "      \"quirks that personally I would've changed (the interaction between the \"\n",
      "      'attack and roll animations, and the invincibility frames of the latter) '\n",
      "      \"there's nothing to complain about - you have melee and ranged attacks, \"\n",
      "      'dodge, double-jump and items with various active and passive effects to '\n",
      "      'use.',\n",
      "      'The ability to use both melee and ranged attacks since the beginning is '\n",
      "      'quite neat, since it offers more options in the way you engage in '\n",
      "      'battles.',\n",
      "      'Combat has you dodging enemies attack with a dodge roll (and later, an '\n",
      "      'air dodge), attacking enemies with either melee or ranged attacks, '\n",
      "      'depending on how you want to play.',\n",
      "      'Enemy damage is way too high (a lot of regular enemies can 2 shot you)',\n",
      "      'Your character does have a ranged attack, but it does very little '\n",
      "      \"damage even to regular enemies; I've tried spamming it and the boss \"\n",
      "      'fights just feel like a chore.',\n",
      "      \"On a contrary, regular enemies hurt a lot, and there're also annoying \"\n",
      "      'insta-kill spikes/pits.',\n",
      "      'Poor level and enemy design, with lots of enemies shooting at you from '\n",
      "      'outside the screen, appearing from nowhere and attacking you '\n",
      "      'immediately, etc.',\n",
      "      'The combat is just a basic \"you have a melee attack and you have a '\n",
      "      'ranged attack\", except it\\'s not done that well.',\n",
      "      \"The game's controls are responsive, simple, and intuitive; for example, \"\n",
      "      'the melee attack can be chained into a simple 3 hit combo which is '\n",
      "      'powerful at the expense of (fair) vulnerability.',\n",
      "      'Although it lacks content, no upgrades to your melee attack until '\n",
      "      'almost on the end, no different comboes, although great ranged attack '\n",
      "      'infinite ammo...',\n",
      "      'The melee attack consists of a simple three-hit combo, but the problem '\n",
      "      'is each stage of the combo makes your character step forward slightly.',\n",
      "      'So you have a melee attack and a ranged attack.',\n",
      "      \"The game's combat consists of a melee attack (which you can perform in \"\n",
      "      'the air), a bow for ranged attacks (which you can charge), using a '\n",
      "      'consumable items that either casts an attack spell or buffs you, and a '\n",
      "      'dodge with I would say some very generous I-frames (invincibility '\n",
      "      'frames).',\n",
      "      'The range of the melee attack is a bit dire, and the 3-hit combo makes '\n",
      "      'the main character move forward, which can make her fall into pits or '\n",
      "      'walk into enemies between hits.',\n",
      "      'While the melee attack has the drawback of needing you to get close to '\n",
      "      'your enemies, and therefore putting you at risk of taking damage, the '\n",
      "      'benefit is that it does more damage.',\n",
      "      'You have a melee attack with a 3 hit combo, and a long range you can '\n",
      "      'charge up.',\n",
      "      'I found myself heavily favoring ranged attacks simply because the '\n",
      "      'close-up melee attack took so long to animate.',\n",
      "      'Like most games in the genre, the combat is fairly simplistic, with '\n",
      "      'your options being a melee attack and a bow, along with a roll that has '\n",
      "      \"a large number of immunity frames that's mandatory to use to avoid a \"\n",
      "      'lot of boss attacks.',\n",
      "      'You start immediate with a melee attack, and bow, a double jump, and a '\n",
      "      'dodge/roll, and you need to make use of all of them to survive from the '\n",
      "      'get go.',\n",
      "      'The controls are quite good, with the exception of your melee attack '\n",
      "      'requiring a forward step that can cause a lot of frustration if you '\n",
      "      'fail to account for it.',\n",
      "      'That melee attack is slower in exchange for dealing much more damage, '\n",
      "      'connecting into a multi-hit combo on the ground, and sporting a healthy '\n",
      "      'amount of hitlag to make every strike feel powerful when it makes '\n",
      "      'contact.',\n",
      "      'You move with the arrow keys and can do the following, jump, roll, '\n",
      "      'perform a melee attack, cast magic, and shoot arrows.',\n",
      "      'The combat system is fairly complex and you need to learn to time your '\n",
      "      'dodges and your attacks well to defeat the bosses and various monsters '\n",
      "      'you will meet along the way.',\n",
      "      'The combat system rewards skill and timing, so you have to time jumps, '\n",
      "      'dodging, hits and ranged attacks.',\n",
      "      'The combat adds a three hit chain attack with the attack button and the '\n",
      "      'same bow as the last game.',\n",
      "      'Close range attacks, long range attacks, double jump, dodge.',\n",
      "      \"Outside of equippable items, you'll only find five permanent new \"\n",
      "      \"abilities; two of them are upgrades to your ranged weapon's charge \"\n",
      "      'attack, one of which just makes your melee weapon do more damage, and '\n",
      "      'only two of which actually provide new mobility options.',\n",
      "      'Combat is fun and chunky (by that I mean your attacks carry weight and '\n",
      "      'hitting enemies feels really good), and new abilities are doled out in '\n",
      "      'a sensible, if frequent, manner.',\n",
      "      'Enemy damage is way too high (a lot of regular enemies can 2 shot you)',\n",
      "      \"And though they offer different enemies to fight I can't help but feel \"\n",
      "      'you run into the same type of scenarios way to often I.E. very '\n",
      "      'monotonous.',\n",
      "      'Few enemies actually have any armor, so the game overall makes pretty '\n",
      "      'poor use of the dodge mechanic as a way to bypass shields and such; its '\n",
      "      'there purely for dodging past enemies or attacks.',\n",
      "      'Fights are not hard, but the game punishes you if you are careless.',\n",
      "      'Dodging around nimbly, firing arrows or battering away at a foe, it '\n",
      "      'makes the fights very engaging.',\n",
      "      'Only affects a couple of fights, but still something I hope they '\n",
      "      'consider addressing in future games.',\n",
      "      'Those fights are at least kind of interesting conceptually, but the '\n",
      "      'vast majority of the game is not in those fights, and as outlined '\n",
      "      \"above, there isn't much else to it.\",\n",
      "      'Somehow the fights are not fun.',\n",
      "      'Most enemy encounters are rather simple outside of their consistently '\n",
      "      \"strong character design and you're best bet is to rush and bring the \"\n",
      "      'offensive to them instead of sitting back and trying to gauge their '\n",
      "      'attacks.',\n",
      "      'This on its own would not be so bad, but then you realize just how '\n",
      "      'short the melee range is compared to the collision bounds for enemies.',\n",
      "      'You run to melee range, and since every attack stuns them, you just '\n",
      "      'stunlock them to death.',\n",
      "      'I may start out a little hard sometimes but gets really manageable once '\n",
      "      'you get the hang of the enemy attack patterns and get a few of the '\n",
      "      'upgrades.',\n",
      "      'And you are encouraged to use those techniques, even basic enemies deal '\n",
      "      'a lot of damage so you have to fight smart and not just wade into a '\n",
      "      'throng of enemies, at until you are familiar with what each enemy is '\n",
      "      'capable of.',\n",
      "      'Even on normal mode basic enemies kill you in only a few hits.',\n",
      "      'The melee combo is simple and allows you to stun enemies, the bow and '\n",
      "      'arrow is your range weapon and can be charged for more arrows and '\n",
      "      'damage.',\n",
      "      'Combat is solid, relying mostly on your skill and tactic rather than '\n",
      "      'just having the best weapon.',\n",
      "      'You get a short range melee attack that has a combo animation for it, '\n",
      "      'and you get a bow and arrow which can be charged up for a spread attack '\n",
      "      'and later a stronger attack.',\n",
      "      'Generally the game controlled pretty well, and the oomph behind your '\n",
      "      'hits is satisfying, but I did feel the melee combat could be a touch '\n",
      "      'clunky at times with often accidentally bumping into enemies and taking '\n",
      "      'damage while stepping forward to attack.',\n",
      "      'With an emphasis on melee combat, combined with snappy movements and a '\n",
      "      'good degree of aerial control, techniques like short hop attacks or '\n",
      "      'retreating aerial attacks/charged bow shots, combat feels both very '\n",
      "      'technical and tactica.',\n",
      "      'Your abilities consist of: moves consist of a basic attack (that is '\n",
      "      'also used as a combo), a single and double jump, a roll/dodge and a '\n",
      "      'ranged bow attack.',\n",
      "      'You have a three hit melee combo, and you have a bow that you can '\n",
      "      'charge up to 3 levels.',\n",
      "      'The combat is a simple 3-hit melee combo and light ranged attack, but '\n",
      "      'the enemy patterns and movement system (dodge roll!) really make the '\n",
      "      'system shine.',\n",
      "      'Jump, double jump, 3-hit melee combo, ranged shots with bow and arrows.',\n",
      "      'The combat in this game is rather easy to grasp, with a simple 3-hit '\n",
      "      'melee combo, a bow for ranged attacks (can hold down to charge), a '\n",
      "      'dodge roll, limited healing items.',\n",
      "      'You have your short-range melee, a ranged, a dodge, a double-jump and '\n",
      "      'an active item.',\n",
      "      'Melee lets you stun your opponents, which is a nice idea, but sometimes '\n",
      "      'makes things too simple (trivializes fodder enemies by stunlocking '\n",
      "      'them).',\n",
      "      'Melee will move you forward a bit on each attack, and the third more '\n",
      "      'powerful attack in each combo will lock you in its animation, but the '\n",
      "      'THWACK delivered by said attack is oh so satisfying on the bosses.',\n",
      "      \"That's half of the inconsistency in the combat, you sometimes take \"\n",
      "      \"contact damage from touching enemies, Sometimes you don't!\",\n",
      "      'Realize that touching enemies cause damage (almost half HP) in a game '\n",
      "      'where you have a short range melee attack.',\n",
      "      'If you get cocky and fly through tough enemies only to die to a common '\n",
      "      'one, it can get irritating.',\n",
      "      'With an emphasis on melee combat, combined with snappy movements and a '\n",
      "      'good degree of aerial control, techniques like short hop attacks or '\n",
      "      'retreating aerial attacks/charged bow shots, combat feels both very '\n",
      "      'technical and tactica.',\n",
      "      'This is the reason why short hop attacks are preferable to landing the '\n",
      "      'first hit rather than starting a combo on the ground, ground attacks '\n",
      "      'have a bit of a windup whereas aerial attacks have a longer range and '\n",
      "      'you retain forward momentum.',\n",
      "      'Combats alright, its repetative, the bows super powerful and the best '\n",
      "      'way to not get hit is to spam it.',\n",
      "      'The combat is a simple 3-hit melee combo and light ranged attack, but '\n",
      "      'the enemy patterns and movement system (dodge roll!) really make the '\n",
      "      'system shine.',\n",
      "      'Third Melee hit will do slightly more damage than the first two.',\n",
      "      'While it looks like for the most part staggering an enemy with a melee '\n",
      "      \"hit will stop it from contact damaging you, if anything's nearby that \"\n",
      "      \"wasn't staggered, it'll hit you out of your combo.\",\n",
      "      'Also even the early enemies deal way too much damage.',\n",
      "      'The combat and movement feel nice especially during boss battles where '\n",
      "      'all your abilities such as the melee combos, chargable ranged attacks, '\n",
      "      'and dodges, get to shine fully.',\n",
      "      \"It would've been more interesting if your character had more defensive \"\n",
      "      'options to choose from (e.g. blocking) or if more enemy attacks '\n",
      "      'required you to move in certain ways to dodge them.',\n",
      "      \"It's not even difficult, most enemies you can actually just stunluck \"\n",
      "      'forever with melee, the only reason I end up dying is because I get '\n",
      "      'bored of playing cautiously and just hammer away at things so I can '\n",
      "      'move on faster.',\n",
      "      'You get a short range melee attack that has a combo animation for it, '\n",
      "      'and you get a bow and arrow which can be charged up for a spread attack '\n",
      "      'and later a stronger attack.',\n",
      "      'Realize that touching enemies cause damage (almost half HP) in a game '\n",
      "      'where you have a short range melee attack.',\n",
      "      'You have a melee and a range attack with distinct benefits and '\n",
      "      'weaknesses, and mixing the 2 to make an effective combat situation is '\n",
      "      'simply satisfying, whether it is a normal enemy or a boss.',\n",
      "      'There are difficulty options that allow players to take in the '\n",
      "      'environment and cruise through the combat as well as cranking up the '\n",
      "      'challenge and getting one shot by a normal enemy.',\n",
      "      'Both can be staggered by your heavy attacks, and most common enemies '\n",
      "      \"can be stunlocked to death if you're fighting them one-on-one.\"],\n",
      " 52: ['Depending on how explorative or good at the combat you are, you can '\n",
      "      'also collect magical items that offer powerful attacks as well but be '\n",
      "      'warned that they only have about 2-3 uses before they run out, meaning '\n",
      "      'you need to switch them out for other items or replenish them at a '\n",
      "      'checkpoint.',\n",
      "      'Along with one attack which curses you temporarily locking the use of '\n",
      "      'your items.',\n",
      "      'Items generally take some time to use (and can be disrupted by attacks)',\n",
      "      'Sure, there are some switch hit sections, but the weapon is too nerfed '\n",
      "      'to be useful.',\n",
      "      'Depending on how explorative or good at the combat you are, you can '\n",
      "      'also collect magical items that offer powerful attacks as well but be '\n",
      "      'warned that they only have about 2-3 uses before they run out, meaning '\n",
      "      'you need to switch them out for other items or replenish them at a '\n",
      "      'checkpoint.',\n",
      "      'I thought limiting the weaponry and using items/charms were '\n",
      "      'well-implemented choices, but, being a wizard myself, I would have '\n",
      "      'liked to see more spells (small gripe).'],\n",
      " 53: ['This attack lasts for multiple seconds, can always hit you, and can '\n",
      "      'change directions three times.',\n",
      "      \"It's just that 1 wrong move can lead you to taking a hit (for example, \"\n",
      "      'if an enemy takes 3 hits to die but you press the attack button 4 '\n",
      "      'times, the level is designed in a way to punish you for it).',\n",
      "      'I pushed the attack button but that predictably made me attack it which '\n",
      "      'caused it to involuntarily swing & hurt me with collision damage.',\n",
      "      \"It's just that 1 wrong move can lead you to taking a hit (for example, \"\n",
      "      'if an enemy takes 3 hits to die but you press the attack button 4 '\n",
      "      'times, the level is designed in a way to punish you for it).'],\n",
      " 54: ['It made both more annoying and more eventful by all the enemies and '\n",
      "      'traps respawning anytime the player changes screens.',\n",
      "      'Unlike the formerly mentioned similarities however, enemies do respawn '\n",
      "      \"when just re-visiting screens or locations and don't stay down until \"\n",
      "      'you find a safe haven.'],\n",
      " 55: ['Each fight became tense and hugely rewarding when I finally managed to '\n",
      "      \"do it perfectly and if you're up to the challenge, I would honestly \"\n",
      "      'recommend playing through the game this way.',\n",
      "      'I knew each time that I was the one making mistakes with the fight '\n",
      "      'mechanics or I had not gotten the correct item to make the fight '\n",
      "      'easier.',\n",
      "      'However, once I got the hang of the combat and how to use my power-ups, '\n",
      "      'I started to play with a lot more confidence.',\n",
      "      'That battle was extremely difficult, but never unfair, and when, after '\n",
      "      'more deaths than I care to admit, I realized the mistake in spacing '\n",
      "      'that had kept me from winning and corrected it, I had to give serious '\n",
      "      \"thought to whether this was the best game I'd ever played.\",\n",
      "      'Every time I got a game over, from a boss, or a common enemy, or from '\n",
      "      'platforming hazards, I found myself determined to succeed the next time '\n",
      "      'I tried - I just had to try again, and again, and again until I got it '\n",
      "      'right.',\n",
      "      'I knew each time that I was the one making mistakes with the fight '\n",
      "      'mechanics or I had not gotten the correct item to make the fight '\n",
      "      'easier.'],\n",
      " 56: ['Nothing too obnoxious (the starting area has some enemies that bounce '\n",
      "      'around making annoyingly high-pitched squeaks though).',\n",
      "      'Nothing sticks out to me, though they make good use of the sounds as a '\n",
      "      'que for some enemies to attack.',\n",
      "      'Sounds generally fit as well, though a few sound effects come in far '\n",
      "      \"too strong (certain foes when melee'ed or the spinning staff attack \"\n",
      "      'used by the cone hatted foes).'],\n",
      " 57: ['The challenging enemies, bosses, and active item system all are easily '\n",
      "      'comparable to Dark Souls counterparts, for example, the HP-restoring '\n",
      "      'Bellflowers in the game are basically the Momodora Estus flask, '\n",
      "      'refilling whenever you reach a save point.',\n",
      "      'Lots of souls inspiration via clones of bonfires, eventually warping '\n",
      "      'between bonfires, tough enemies, dodge rolling, very tough boses, estus '\n",
      "      'health pots that refill at bonfires, etc.'],\n",
      " 58: ['I got what I expected, dying a lot, going between areas over and over, '\n",
      "      'learning the bosses attacks to survive the fight, stuff like that.',\n",
      "      'Because of this, the learning curve and the reward you get from '\n",
      "      'clearing a room or defeating a boss is amazing, and when you go back '\n",
      "      \"later and you yourself are so over powered, not because you're over \"\n",
      "      'leveled, not because you have end game equipment, but simply because '\n",
      "      \"you know what you're doing and you know the ins and outs of the combat \"\n",
      "      'system is an incredible and impowering feeling.',\n",
      "      'I came to appreciate the fighting since timing and attack recognition '\n",
      "      'were necessary against the bosses rather than just raw firepower.'],\n",
      " 59: ['Alongside maximum eyestrain, the first area contains an enemy used to '\n",
      "      'teach you how to roll.',\n",
      "      'There is an enemy early on that falls on your head when you stand under '\n",
      "      'it, and this is fine, but then they introduce an orange variation later '\n",
      "      'on that can go in any direction and the first time you find out about '\n",
      "      'this is when it chases you through a tight tunnel you are trapped in.'],\n",
      " 60: ['The handling of this game is flawless the design is by far one of the '\n",
      "      'most beautiful i have seen in a pixel game and the bosses give a fully '\n",
      "      'immersive flow of battle while in fight.',\n",
      "      'The game rewards skilled players by granting the player additionally '\n",
      "      'unique items each time they defeat a boss without taking any damage '\n",
      "      'during the fight, which is a nice touch and encourages skilled '\n",
      "      'gameplay.',\n",
      "      'Ignoring my feelings about how combat is extreme damage against you and '\n",
      "      'learn patterns of this boss, and of course getting one shot...the game '\n",
      "      'is very good, great combat, interesting story, the sound track is '\n",
      "      'incredible.',\n",
      "      'The combat is basic yet flashy and fun to get the hang of.',\n",
      "      'And I can say this game really takes the cake when it comes to combat.',\n",
      "      'Art style goes a long way to give it some charm and the combat is '\n",
      "      'pretty enjoyable for the length that the game takes to complete.',\n",
      "      'Great controls, good level design, combat, bosses.',\n",
      "      'The art style is beautiful in its simplicity and the combat easy to get '\n",
      "      'into with a good sense of growth.',\n",
      "      'The combat is impressive and rewards you for playing smart.',\n",
      "      'This game has tight controls, the combat feels great, and some super '\n",
      "      'charming artwork.',\n",
      "      'Music, animations, background, desing, combat and dialogues makes this '\n",
      "      'game feel amazing.',\n",
      "      'Simple, but fun combat.',\n",
      "      'Perfectly executed for the genre, the bits of story, the boss fights, '\n",
      "      'the combat is simple and satisfying, and it has the right balance of '\n",
      "      'difficulty to be accessible and also challenging.',\n",
      "      'The combat is fun, and the items you find in the game really let you '\n",
      "      'change the way you want to play.',\n",
      "      'While the game tries to focus on exploration (with minimal challenging '\n",
      "      'platforming and no puzzles), movement is precise and fun to pull off '\n",
      "      'and combat is VERY satisfying with great sound effects and enjoyable '\n",
      "      'animations.',\n",
      "      'Movement is tight and becomes increasingly satisfying as the movement '\n",
      "      'options progress, combat has some moments of frustration on hard mode '\n",
      "      'but overall a super fun game, highly recommended!',\n",
      "      'The combat is incredibly satisfying; the game does a great job of '\n",
      "      'letting you know that you were damaging an enemy (and that enemies were '\n",
      "      'hitting you).',\n",
      "      'The combat felt satisfying because of not only the fluid animation and '\n",
      "      'good movement control, but the challenging boss fights.',\n",
      "      'The music is great, the gameplay is fun, the combat is fun... and never '\n",
      "      'forget the atmosphere.',\n",
      "      'Great artstyle, very fun combat, and intriguing enemies and bosses.',\n",
      "      'The graphics and art are beautiful, the combat is simple yet '\n",
      "      'satisfying, and the challenge level is just right.',\n",
      "      'It rewards exploration well enough and the combat is entertaining and a '\n",
      "      'little challenging.',\n",
      "      'The mechanics felt solid, the combat was fun, the music was well '\n",
      "      'suited, and there was a purpose to exploring.',\n",
      "      \"It's charming, the character designs are cute/cool, the combat is \"\n",
      "      'satisfying as hell.',\n",
      "      'Moving on, the combat of the game is fairly simple, but also enjoyable.',\n",
      "      'Well, the combat is fun and light, the platforming is strong with good '\n",
      "      'map design, and it has definitely got solid game-play balance with some '\n",
      "      'lovely (if simple) design to boot.',\n",
      "      'The controls are tight and the combat is super fun, especially the '\n",
      "      'plenty and well designed boss fights.',\n",
      "      'The combat is really enjoyable, with each boss being challenging, '\n",
      "      'albeit doable.',\n",
      "      'The sound design is also really great, with the combat and movement '\n",
      "      'sounding wonderful and making everything just come together so well.',\n",
      "      'The combat is fun, and the game is not hard, but keeps things '\n",
      "      'interesting.',\n",
      "      'Amazing sound design, Good music, Fun combat, easy to pick up and '\n",
      "      'finish in one sitting.',\n",
      "      'The art is gorgeous, the animations are smooth, the combat feels '\n",
      "      'responsive and impactful...',\n",
      "      'The graphics and atmosphere of the game are beautiful and the combat is '\n",
      "      'actually fun.',\n",
      "      \"The combat is satisfying enough to keep you entertained, you're only \"\n",
      "      'equipped with a leaf (that plays like a sword) and a bow (which you can '\n",
      "      'charge to shoot more arrows), either you want to play all melee, all '\n",
      "      \"ranged or mixed it's all up to you, and of course there are items you \"\n",
      "      'can use to change your playstyle a bit.',\n",
      "      'I enjoy the setting and atmosphere of the game and the combat is fair '\n",
      "      'but brutally punishing if you mess up akin to dark souls games.',\n",
      "      'This game feels sublime to play once you learn the combat and its tight '\n",
      "      'deliberate mechanics.',\n",
      "      'It offers beautiful visuals complimented with engaging and action '\n",
      "      'packed combat.',\n",
      "      'I would recommend this game to anyone that is likes the combat in Dark '\n",
      "      \"Souls and don't mind dying too much.\",\n",
      "      'The combat is feels absolutely fantastic and the game has a good amount '\n",
      "      'of difficulty to it.',\n",
      "      'The combat is fluid and on point, the atmosphere and music are intense '\n",
      "      'throughout and the graphics are stunning with some amazing animation.',\n",
      "      'Combat is simple yet complex, the music is just... gorgeous.',\n",
      "      'Combat, particularly against some great bosses, is the star here.',\n",
      "      'I absolutly love this game the art style and the combat remind me of a '\n",
      "      '2d dark souls aboslutly love this seires and hope there will be more '\n",
      "      'down the road :D.',\n",
      "      'Interesting world, combat is simple but feels good, but the key point '\n",
      "      'of this game is the ANIMATION in my opinion.',\n",
      "      'Combat is fairly basic, but fun all the same, with various items to '\n",
      "      'spice up the gameplay, story and lore.',\n",
      "      \"It's truly a masterpiece; the graphics are gorgeous, movement and \"\n",
      "      'combat is fluid and gracefully executed, the bosses are fantastic , the '\n",
      "      'music is lovely and well fitted to the atmosphere of the game, and the '\n",
      "      \"NPC's as few as they are are lovable.\",\n",
      "      \"It's got a cast of fun characters, the bossfights and combat in general \"\n",
      "      'are pretty rewarding, and the art is just beautiful.',\n",
      "      'Does combat being not great ruin the fun?',\n",
      "      'The combat is difficult but also fun to play, the story is subtle '\n",
      "      'similarly to Dark Souls (item descriptions and some plot holes left for '\n",
      "      'your imagination), the boss fights are mostly intense and satisfying, '\n",
      "      'overall a really nice experience.',\n",
      "      'Very fun gameplay and combat, able to stand up as a great game with '\n",
      "      'that alone.',\n",
      "      'The art is really charming, the movement and combat feels responsive '\n",
      "      'and crisp, and the gameplay is fun while still presenting enough of a '\n",
      "      'challenge to cater to both hardcore sadists and newcomers alike.',\n",
      "      \"Combat is fun and challenging, even on easy it's possible to make a \"\n",
      "      'mistake.',\n",
      "      'Combat and movement is solid, pixel art is great, lore leaves a lot to '\n",
      "      'imagination but is good for what it is, and there are enough '\n",
      "      'secrets/powerups to keep things interesting.',\n",
      "      'If you love 8-bit ish games this would probably be worth your time, and '\n",
      "      'the combat is rreally fun.',\n",
      "      'The art is beautiful, music is charming and the combat is executed '\n",
      "      'well.',\n",
      "      'The gameplay and combat are good and responsive.',\n",
      "      'The combat, music, and art are very high quality.',\n",
      "      'I highly recommend this game for people that like difficult 2d '\n",
      "      'side-scrolling platformers with challenging bosses, 2d action based '\n",
      "      'combat, fantastic pixel art and plenty of collectibles to find in game.',\n",
      "      'The game is fluid and the combat feels very responsive and challenging '\n",
      "      'in the correct, not in a cheap way.',\n",
      "      'Combat and controls are nice and smooth, Amazing soundtrack, and '\n",
      "      'seamless exporation.',\n",
      "      'Combat is fluid and hard to master, with lots of items at your disposal '\n",
      "      'and amazing boss fights!',\n",
      "      'Combat plays a fairly large role in the game.',\n",
      "      'The combat is challenging (for me) and the world is immersive.',\n",
      "      'The combat was fun, a wonderful mix of challenging but responsive.',\n",
      "      'The animations this game is very fluid, which makes combat a very '\n",
      "      'pleasing experience.',\n",
      "      'Well animated, good platforming, simple-yet-varied combat, interesting '\n",
      "      'boss fights, and some great music.',\n",
      "      'The game is difficult, but the combat is entertaining enough to keep me '\n",
      "      'going.',\n",
      "      'Controls feel good, the combat is hard without being cheap or feeling '\n",
      "      \"shallow, the chunky pixel art is by far the best I've seen in years and \"\n",
      "      'the player progression is natural and rewarding.',\n",
      "      'Through the music and sound effects in general, both the atmosphere and '\n",
      "      \"combat are even further accentuated, and honestly, it's just so nice to \"\n",
      "      'play.',\n",
      "      'Level design is okay, and I like the combat and movement of the game.',\n",
      "      'Good replay value and different paths you can take to complete the '\n",
      "      'game; -mastering the combat and movement feels great on Insane '\n",
      "      'difficult; -bosses are fun and diverse in play styles;',\n",
      "      'Fantastic game, lots of exploration, fun combat and beautiful art '\n",
      "      'style.',\n",
      "      'Fun combat, fun upgrades.',\n",
      "      'The games combat, bosses, and artstyle all combine to make a very '\n",
      "      'powerful a tight-feeling game.',\n",
      "      'The game is responsive, animation is fluid, combat is fast and '\n",
      "      'challenging.',\n",
      "      'Combat: The combat in this game is satisfying and responsive, however '\n",
      "      'it lacks diversity.',\n",
      "      'The combat is greatly satisfying, and just that alone is enough to make '\n",
      "      'repeated playthroughs enjoyable throughout.',\n",
      "      'The game is full of secrets and places to explore, the combat is great, '\n",
      "      'the graphics are amazing, the story is okay, and the soundtrack is '\n",
      "      'good.',\n",
      "      'The combat is fun and the soundtrack is really good too.',\n",
      "      'On the Positive side, it has fantastic presentation with strong '\n",
      "      'atmosphere, detailed and well designed pixel art with a lot of '\n",
      "      'personality, fun combat and very good music.',\n",
      "      'Excellent game, with great graphics, combat, and atmosphere.',\n",
      "      'A lot of effort put in to the graphic design and the combat is also '\n",
      "      'smooth.',\n",
      "      \"But that wouldn't have been done without the great art detail, music, \"\n",
      "      'and feel of combat/movement.',\n",
      "      'Combat is generally good fun, and the bow and rolling works quite well.',\n",
      "      'Loved this game, combat feels tight and rewarding.',\n",
      "      \"The combat in the game is fun even though it's somewhat limited.\",\n",
      "      'The graphics and music really set the atmosphere and the combat against '\n",
      "      'bosses are a mix of challenge and fun.',\n",
      "      'The combat is great and the music is very enchanting.',\n",
      "      'The bosses are all pretty challenging, and the combat is pretty good '\n",
      "      'for a game this simple.',\n",
      "      'Pros: fun combat,nice music,responsive controls,nice unlocks and '\n",
      "      'skills.',\n",
      "      'The combat is satisfying, the music is wonderful, the characters are '\n",
      "      \"endearing, even if we don't see that much of them.\",\n",
      "      'As a result, combat throughout the game feels tense and satisfying.',\n",
      "      'The art is nice, the combat feels well done, and the soundtrack is '\n",
      "      'charming.',\n",
      "      'The combat is smooth and responsive, and the art is stunning.',\n",
      "      'The story is awesome, the artwork is amazing, the combat is satisfying.',\n",
      "      'Excellent sprite work, smooth animations, fun combat with interesting '\n",
      "      '(and kinda brutal) boss attack patterns.',\n",
      "      \"It's definitely an awesome game, the story is enjoyable and the combat \"\n",
      "      'is challenging but still fun.',\n",
      "      'Controls are tight, combat is fluid, and the music is awesome!',\n",
      "      'If you like 2D platformers with a nice story, amazeing fluid animations '\n",
      "      'and combat, i can not recommend this more for you.',\n",
      "      'There is a lot of interesting content in this game, such as diverse '\n",
      "      'bosses, enemies, items, locations, and characters.',\n",
      "      'Great gameplay, Levels, enemies, secrets and items - Poor sound design '\n",
      "      'and Story.',\n",
      "      'I really like this design as it truly means you can explore wherever '\n",
      "      'you want without worry that the enemies are too-high a level, and '\n",
      "      'beating a boss is always something you truly *can* do if you play '\n",
      "      'better.',\n",
      "      'Gameplay is solid, straight-forward but complex, and thanks to the '\n",
      "      'ability to dodge on the ground (and later in the air), use a bow and '\n",
      "      'arrow and your leaf melee weapon allows you flexibility to a little '\n",
      "      'varied on how you tackle enemies.',\n",
      "      'Such fluid controls, satisfying sound effects during battles, great '\n",
      "      'animations, fantastic design of characters and enemies, and the cherry '\n",
      "      'on top of it all is the absolutely astounding soundtrack.',\n",
      "      'Pretty satisfying mechanics and gameplay, dark and brooding tone with '\n",
      "      'interesting boss fights and enemies, varied and good looking '\n",
      "      'environments, mysterious characters...',\n",
      "      'Pretty hard, but lots of fun toys and an engaging set of enemies to '\n",
      "      'learn.',\n",
      "      'Smooth gameplay, fantastic art work for not only the characters but the '\n",
      "      'levels and enemies as well, Great music, and an easy to follow story.',\n",
      "      'Tight controls, solid character progression, a fun world to explore and '\n",
      "      'a relentless cast of enemies ready to cut you down.',\n",
      "      'The games atmosphere, music, and graphics are beautiful and amazing, '\n",
      "      'game has alot of exploration to do as well as challenging enemies and '\n",
      "      'bosses.',\n",
      "      'Game feels good to play, music is good, art is good, just wish there '\n",
      "      'was a little more to the world/story and some more complexity to the '\n",
      "      'enemies and bosses.',\n",
      "      'The combat is incredibly satisfying; the game does a great job of '\n",
      "      'letting you know that you were damaging an enemy (and that enemies were '\n",
      "      'hitting you).',\n",
      "      'The gameplay and controls are well polished, the music fits the '\n",
      "      'beautifully done environments, and the variety of enemies and bosses '\n",
      "      'added to both the challenge the game poses and the uniqueness of the '\n",
      "      'areas.',\n",
      "      \"The combat is satisfying enough to keep you entertained, you're only \"\n",
      "      'equipped with a leaf (that plays like a sword) and a bow (which you can '\n",
      "      'charge to shoot more arrows), either you want to play all melee, all '\n",
      "      \"ranged or mixed it's all up to you, and of course there are items you \"\n",
      "      'can use to change your playstyle a bit.',\n",
      "      'This game is very fun, but I think fighting with bosses by bow make '\n",
      "      'this game too easy, it would be more fun and challenge to fight bosses '\n",
      "      'with melee only.',\n",
      "      'Attacks feel impactful, dodges feel satisfying, bosses are a joy to '\n",
      "      'fight, and the whole game oozes style.',\n",
      "      'The combat is incredibly satisfying; the game does a great job of '\n",
      "      'letting you know that you were damaging an enemy (and that enemies were '\n",
      "      'hitting you).',\n",
      "      'Due to the simplicity of the movement/attacking/dodging mechanics the '\n",
      "      'game is somewhat repetitive but is an overall attractive and rewarding '\n",
      "      'exploration experience.',\n",
      "      'Such fluid controls, satisfying sound effects during battles, great '\n",
      "      'animations, fantastic design of characters and enemies, and the cherry '\n",
      "      'on top of it all is the absolutely astounding soundtrack.',\n",
      "      'Satisfying skill-based battles.',\n",
      "      'Both games focus on strategic enemy placement that allows you to choose '\n",
      "      'how you strategize tackling multiple enemies at once using the '\n",
      "      'environment and resources available, with an even bigger focus on '\n",
      "      'incredible boss design.',\n",
      "      'I would have liked to have seen more to this game, more weapons, more '\n",
      "      'characters, more environmental interaction (from weapons)...',\n",
      "      'Gameplay is top quality, just would like to see weapons other than the '\n",
      "      'leaf and bow.',\n",
      "      'I hope you like ranged weapons, because the bow is easily the best '\n",
      "      \"weapon in the entire game when you're playing casually.\",\n",
      "      'Short and sweet, but very good combat, exploration, music, and art.',\n",
      "      'Pros: Good combat, good controls, great bosses.',\n",
      "      'Good combat, fun platforming, atmospheric world.',\n",
      "      'Great animation and spritework, good combat, and interesting boss '\n",
      "      'designs.',\n",
      "      'Great atmosphere, engaging combat, gorgeous locations...',\n",
      "      'Atmospheric soundtrack, amazing sprite work, engaging combat.',\n",
      "      \"Really a joy to play, with engaging combat that isn't too taxing, but \"\n",
      "      'keeps you involved as you enjoy the visuals and music.',\n",
      "      'Mechanically, the game is sound, with solid platforming and generally '\n",
      "      'enjoyable combat.',\n",
      "      'A fun game with really stunning and cute pixel graphics, an amazing '\n",
      "      'soundtrack, and enjoyable combat.',\n",
      "      'The character and enemy design fit very nicely within the world of the '\n",
      "      'game.',\n",
      "      'Mechanically the game is solid and the level and enemy design is '\n",
      "      'interesting and varied.',\n",
      "      'Soundtrack is awesome, gameplay is simple but satisfy, you have only '\n",
      "      \"one melee attack, bow, items and rolls, but remember it's all about \"\n",
      "      'master dodge rolls.',\n",
      "      'The pixel art is pretty good, gameplay is simple yet handy (a close up '\n",
      "      'melee attack and a long range attack with some power ups along the '\n",
      "      'way).',\n",
      "      'The handling of this game is flawless the design is by far one of the '\n",
      "      'most beautiful i have seen in a pixel game and the bosses give a fully '\n",
      "      'immersive flow of battle while in fight.',\n",
      "      'Well designed combat system, cute characters, great BGM.',\n",
      "      'The combat system is good, the pixel art is beautiful, bosses are fun '\n",
      "      'and the world is full of places to explore.',\n",
      "      'The combat system had a really nice flow, the inventory and item system '\n",
      "      'was perfect, the music was amazing and the variety was brilliant.',\n",
      "      'Fun combat system, exciting map exploration, excellent soundtrack, '\n",
      "      'awesome bosses, and a great replay value.',\n",
      "      'Fun combat system.',\n",
      "      'Fun combat system, real easy to master. Looks gorgeous.',\n",
      "      'A great game, with great challenge and simple but fair combat.',\n",
      "      'Fair, fun combat!',\n",
      "      'Challenging, yet fair combat with exceptionally good controls, a great '\n",
      "      'atmosphere with pretty pixelart, a nice soundtrack and a simple, '\n",
      "      'captivating story.',\n",
      "      'I do give this game props though because it well reinforces the use of '\n",
      "      'the ranged weapon.',\n",
      "      \"The gameplay is good but can wear on some people as it's the same for \"\n",
      "      'every enemy: boss or common enemy.',\n",
      "      'Enemy placement as well as boss design is top notch.',\n",
      "      'Play something with better level design, more engaging movement and '\n",
      "      'combat mechanics, boss fights that are actually challenging, etc.',\n",
      "      'The graphics are beautiful, the platforming is tight and the combat '\n",
      "      'mechanics work pretty well.',\n",
      "      'Fun game with great visuals and satisfying combat.',\n",
      "      'Overall I just love this game, especially with the art, gloomy '\n",
      "      'atmosphere, and satisfying combat.',\n",
      "      \"An absolute gem of a game with possibly the most satisfying combat I've \"\n",
      "      'played of this genre.',\n",
      "      'Beautiful visuals and music, challenging combat, multiple cats, and '\n",
      "      'just very fun to play.',\n",
      "      'Gorgeous aesthetics, natural controls, and a sense of fulfillment from '\n",
      "      'both challenging combat and expansive exploration are what you should '\n",
      "      'expect coming into this game.',\n",
      "      'Challenging and clever soulslike combat.',\n",
      "      'I hope you like ranged weapons, because the bow is easily the best '\n",
      "      \"weapon in the entire game when you're playing casually.\",\n",
      "      \"The combat is satisfying enough to keep you entertained, you're only \"\n",
      "      'equipped with a leaf (that plays like a sword) and a bow (which you can '\n",
      "      'charge to shoot more arrows), either you want to play all melee, all '\n",
      "      \"ranged or mixed it's all up to you, and of course there are items you \"\n",
      "      'can use to change your playstyle a bit.',\n",
      "      'The gameplay is comprised of bow/melee combat that feels fluid and fun.',\n",
      "      'I found the environmental visuals and the level design in the game to '\n",
      "      'be pretty good, and I like a lot of the enemy designs too.',\n",
      "      'It has an amazing soundtrack and gameplay, props.',\n",
      "      'I do give this game props though because it well reinforces the use of '\n",
      "      'the ranged weapon.',\n",
      "      'Solid game for 4 bucks, atmospheric, tight movement and controls, some '\n",
      "      'variety in bosses ranging from big whole screen types involving hitting '\n",
      "      'boobs with leaves to the more close combat 1 v 1 same size as your '\n",
      "      'sprite type fights.',\n",
      "      \"Incredibly refined animations and pixel art (which i'm very much a \"\n",
      "      'sucker for), paired with a really satisfying combat system makes for a '\n",
      "      'really fun game to eat through in 5-ish hours.',\n",
      "      'Short and sweet, with a pretty simple combat and very nice doom & gloom '\n",
      "      'setting/characters.',\n",
      "      'It has beautiful artwork and music, solid combat mechanics, and good '\n",
      "      'replay value.',\n",
      "      \"It's fantastic for people who enjoy tight combat, exploration and \"\n",
      "      'subtle story telling.',\n",
      "      'Tight combat, fun platforming, and light exploration that will put up a '\n",
      "      'good challenge and leave you wanting more.',\n",
      "      'The gameplay is charming, the combats are well implemented, and the '\n",
      "      'characters are cute along with interesting story.',\n",
      "      \"With brutal enemies and responsive combat, I'd recommend this game to \"\n",
      "      'anyone interested in a difficult platformer.',\n",
      "      'Has a lot cool enemies, fun boss fights, rage quits and the soundtrack '\n",
      "      'is amazing, all of that in a single 2D pixel art game.',\n",
      "      'Simple but interesting combat.',\n",
      "      'Great combat, exploration, art and gameplay all round.',\n",
      "      'Overall, I can only strongly recommend this game, especially to people '\n",
      "      'who like a darker atmosphere and well-made platforming action with '\n",
      "      'great combat.',\n",
      "      'This game has great combat and bosses.',\n",
      "      'Beautiful artstyle fluid movement, great combat.',\n",
      "      'Simple yet satisfying combat mechanics.',\n",
      "      'Beautiful visuals, excellent controls and satisfying combat mechanics '\n",
      "      'make this game totally worth the price.',\n",
      "      'The game has an amazing diversity of unique enemies and areas, with a '\n",
      "      'great soundtrack to tie it all together.'],\n",
      " 61: ['The spooky music and enemies, the graphics, texture, style of combat.',\n",
      "      'The soundtrack and sound design are stellar and really bring all of the '\n",
      "      'texture and muscle to the enemies, bosses, and to the game world '\n",
      "      'itself.',\n",
      "      'There are wonderfully designed enemies, environments, and music.',\n",
      "      'The spooky music and enemies, the graphics, texture, style of combat.',\n",
      "      'In fact the theme is kind of similar, the enemies are of the gothic '\n",
      "      'horror variety, etc.',\n",
      "      'The music suits its tone perfectly and the enemies are really varied '\n",
      "      'and intriguing.',\n",
      "      'Smooth animation, punishing but fair combat, depressing gothic '\n",
      "      'atmosphere.',\n",
      "      'Melancholy permeates every aspect, from the music (no occasionally '\n",
      "      \"obnoxious Castlevania bombast for bombast's sake - there's hardly any \"\n",
      "      'drums in the soundtrack at all which is simply remarkable in this day '\n",
      "      'and age) to the enemy designs and the gorgeous backgrounds and '\n",
      "      'animation.',\n",
      "      'Beautiful artwork, captivating soundtrack, and ridiculously cool '\n",
      "      'enemies.',\n",
      "      \"It's a polished and punishing little piece with good enemies, art and \"\n",
      "      'an amazing soundtrack.'],\n",
      " 62: ['The combat is fluid and the level design and monster design is good.',\n",
      "      'Combat was a bit difficult at first but after some practice it feels '\n",
      "      'fluid, though find myself using charged arrows a lot.',\n",
      "      'Combat here feels fast, fluid, and satisfying, with appropriate '\n",
      "      'weightness in every animation and every death feeling deserved.',\n",
      "      'The combat, while not incredibly complicated, feels fluid and '\n",
      "      'rewarding, and players are constantly getting tweaks to their tool kit '\n",
      "      'that keep things fresh and changing.',\n",
      "      'Combat and platforming are both fluid and responsive, and there is a '\n",
      "      'good variety of items and spells to play around with.',\n",
      "      'The platforming and combat is fluid and rewarding.',\n",
      "      'Combat is great, Movement is fluid and on point, level design is very '\n",
      "      'good.',\n",
      "      'Combat is fluid and can give a rather welcome challenge at times.',\n",
      "      'Dodging is very smooth, attacks are satisfying to connect and movement '\n",
      "      'is extremely fluid.',\n",
      "      'The movement and attacking feels super fluid and nice.'],\n",
      " 63: [\"Scaling the difficulty doesn't do much, since once you get the patterns \"\n",
      "      \"of enemies down you're going to dodge most of it or ignore enemies \"\n",
      "      'altogether, even if there are more of them and you have less health.',\n",
      "      'The problem is this does nothing actually beneficial for you--you lose '\n",
      "      \"the ability to make ranged attacks and can't climb ladders (which are \"\n",
      "      'common in the game) so you have to spend most of your time as a human '\n",
      "      'regardless.',\n",
      "      'The most your strategy might change on higher difficulties is '\n",
      "      \"rolldodging more and using more ranged attacks, which isn't that \"\n",
      "      'entertaining to be honest.',\n",
      "      'It gets quite challenging, if you deal with multiple enemies and '\n",
      "      'environmental hazard at the same time.',\n",
      "      'This is especially true on higher difficulties which give you less '\n",
      "      'health and have extra enemies as well (You have to unlock the hardest '\n",
      "      'difficulty).'],\n",
      " 64: ['You really feel the weight of each attack which works well with the '\n",
      "      \"game's great sound design.\",\n",
      "      'Controls are great each attack has an \"umph\" to it.',\n",
      "      'Seriously, everysingle movement and attack looks amazing.',\n",
      "      'Controls are tight as hell, and the feedback from attacks feel '\n",
      "      'absolutely delicious.'],\n",
      " 65: [\"I mean it's up to you if you want to do this or not, but to me this was \"\n",
      "      'actually fun, I usually get frustrated when games gets too difficult '\n",
      "      \"but thanks to the fun combat, I don't feel that at all.\",\n",
      "      'I played through the game on the \"hard\" difficulty, and while there '\n",
      "      'were some attacks from enemies that killed me in one hit, I actually '\n",
      "      'never felt frustrated with the game.',\n",
      "      'The gameplay is fine, the boss fights are ok, the game needs better '\n",
      "      'music, and enemies are extremely annoying at times, the game is quite '\n",
      "      'hard even on normal mode, I died quite alot at certain parts having to '\n",
      "      'redo them each time I died, which was most of the time spent playing '\n",
      "      'the game.',\n",
      "      'I played through the game on the \"hard\" difficulty, and while there '\n",
      "      'were some attacks from enemies that killed me in one hit, I actually '\n",
      "      'never felt frustrated with the game.',\n",
      "      'I remember when I first played this game, having not played 2d '\n",
      "      'platformer adventures in ten years, I was incredibly annoyed at the '\n",
      "      'fact that when an enemy touched me, or when I touched an enemy I would '\n",
      "      'take damage, but as the game goes on.',\n",
      "      'I watched someone play this who mentioned the issues they had with the '\n",
      "      'game, such as attacking and difficulty, and, in all honesty, i love '\n",
      "      \"this game, it's great, it is tons of fun, the art s really pretty and \"\n",
      "      \"the bosses aren't unfairly difficult or unbeatable, at least so far, \"\n",
      "      \"i'm having a great time playing this game.\",\n",
      "      'The fights are fun and even a beginner to video games (as I was, at the '\n",
      "      'time of purchase) can play.',\n",
      "      'Great game, great music, and the controls and fights are really fucking '\n",
      "      'good.'],\n",
      " 66: ['It certainly made beating Derelict Frida all the more satisfying for me '\n",
      "      'when I figured out how best to attack him whilst dodging his attacks '\n",
      "      'and then being rewarded for my efforts afterwards.',\n",
      "      'Dieing in so few hits was frusting at times, but very rewarding once I '\n",
      "      'figured out the correct strategy to get pass the difficult sections / '\n",
      "      'fights.'],\n",
      " 67: ['Combat and controls are tight, platforming sections are well designed, '\n",
      "      'map layout is large enough to explore but small enough to memorize.',\n",
      "      'The controls for platforming and combat are simple and straight '\n",
      "      'forward, meaning mistakes are your own and not the result of a '\n",
      "      'too-complicated control scheme.'],\n",
      " 68: ['Ranged seems to be the way to go, honestly.'],\n",
      " 69: ['Combat is well animated, but a chore and the story feels unfinished.',\n",
      "      'The Bad: low monster variety, combat is simplistic , the minimalist '\n",
      "      'story that would make Dark Souls seem overly detailed, characters were '\n",
      "      'forgettable.',\n",
      "      'What is the key aspect of the game is the lore, which is fantastic, and '\n",
      "      'the combat.',\n",
      "      \"Combat's simple but challenging, there's a dodge-roll with \"\n",
      "      'invincibility frames, lore is discovered primarily through item '\n",
      "      \"descriptions hopefully a pen and paper isn't needed to draw any further \"\n",
      "      'parallels, yeah?',\n",
      "      \"But I'm mentioning it here because it's less about the difficulty or \"\n",
      "      'the combat, but rather the atmosphere and narrative as presented.',\n",
      "      'Plenty of secrets sprinkled throughout the land, fun and engaging '\n",
      "      'combat, fairly mysterious lore driven by in game dialogue.',\n",
      "      'However, there are times where fights, characters, etc. and how they '\n",
      "      'play in the story feel a little... anticlimactic.',\n",
      "      'The gameplau has a bit of a feel of Cave Story plus Dark Souls to me '\n",
      "      'with tight combat that often requires thought put into the situation '\n",
      "      'you come up against.',\n",
      "      \"It's like a SNES era action adventure that also takes a few cues from \"\n",
      "      'Bloodborne, most notably the style of storytelling and the methodical '\n",
      "      'combat.'],\n",
      " 70: ['Controls are tight, Decent replay value, Good soundtrack, Level Design '\n",
      "      'and enemy placements were good, Extra Boss rewards for Flawless '\n",
      "      'Victories was a nice touch.',\n",
      "      'My favourite boss was pardoner fennel as the boss theme was outstanding '\n",
      "      'and the sword animations pleasant to the eye.'],\n",
      " 71: ['Fighting and movement were fluid, and any time that I took damage or '\n",
      "      'died, I knew that it was through fault of my own.'],\n",
      " 72: ['Getting hit pushes the character in a stun while being flung in the air '\n",
      "      \"(again, that 80's damage model), this becomes a problem when fighting \"\n",
      "      \"enemies or bosses in areas where 'the floor is lava', as when you get \"\n",
      "      'hit but tried to do a dodge roll, will result in you flying of into the '\n",
      "      'instakill areas of the map, seeing the air dash is on the same button '\n",
      "      'mapping.',\n",
      "      'Many areas and enemies in the game caught me off gaurd with the stuning '\n",
      "      'pixel art.'],\n",
      " 73: [\"He's an enemy, but one that, if you kill, never reappears and you can't \"\n",
      "      'access the shopkeep anymore.',\n",
      "      \"So he's an enemy!\"],\n",
      " 74: ['That fight was amazing.',\n",
      "      'They really took the time to polish combat down to a brilliant shine, '\n",
      "      'and it is just fun to play.',\n",
      "      'Had a lot of fun with dis game the combat was solid looked amazing and '\n",
      "      'was worth it if you want to stick with it.'],\n",
      " 75: ['The game has many animations to make movement and attacks feel real, '\n",
      "      'the backgrounds in most areas are detailed, and despite the overall '\n",
      "      'theme of the in-game world there is still a lot of color (which '\n",
      "      'actually benefits the theme).',\n",
      "      'Unique and expressive characters and beautiful backgrounds make for a '\n",
      "      'stimulating experience, with each area containing different '\n",
      "      'environments and enemy types, each with their own theme.',\n",
      "      'Not only does it feel darker in tone, but Reverie leverages on its '\n",
      "      'evolved presentation, with the primary cast and non-playable characters '\n",
      "      'represented in a less abbreviated stature than in the former games, '\n",
      "      'putting more focus on positioning, dodging, and chaining attacks, with '\n",
      "      'environmental and enemy placement feeling more dense, focused, and '\n",
      "      'compact.'],\n",
      " 76: [\"HP increase doesn't help gameplay at all, and there's a bigger problem \"\n",
      "      'on creativity of enemies as well.',\n",
      "      'Few things are killing instantly few taking half of your hp sometimes, '\n",
      "      'activating immortal mode is fun by taking hits from stepping into '\n",
      "      'enemies it works great with bosses but not with other things RNG as '\n",
      "      'hell.',\n",
      "      'You want to move with speed throw a platformer? too bad lose 2 minutes '\n",
      "      'or have enemies spawn from nothing right next to you or fight bosses '\n",
      "      'with double the necessary hp.',\n",
      "      'On the Normal difficulty, even as you gain Vitality fragments to '\n",
      "      'increase your max HP, you can expect enemies to take off large chunks '\n",
      "      'of your HP in a single hit.',\n",
      "      'Enemies inflicting more damage or having larger hp pools scaling with '\n",
      "      \"difficulty makes sense - that's a separate topic from the issue \"\n",
      "      'addressed above.'],\n",
      " 77: ['The first boss has several attacks with vague sprites (as in, they are '\n",
      "      'mostly transparent and circular with minimal indication) and I found '\n",
      "      'myself turning down the graphics options to lower the detrimental '\n",
      "      'graphical effects such as lighting that hides indicators and particles '\n",
      "      'that clutter the screen.',\n",
      "      \"With less space to work with, especially screen space, there's less \"\n",
      "      \"nuance that can be woven into the play experience, and it's very \"\n",
      "      'apparent with attack patterns basically being shared between bosses.'],\n",
      " 78: ['Helpful trinkets and improvements scattered through the game also make '\n",
      "      'difficult encounters more manageable, meaning leaving a fight for later '\n",
      "      'and searching elsewhere is a valid (and sometimes advised) alternative.',\n",
      "      'But overall, exploration and combat with upgrades sprinkled around make '\n",
      "      'it very much a game that can be hard to put down.',\n",
      "      'One thing I also liked about the combat was that the consumable items '\n",
      "      'recharged every time you touched a checkpoint to save your game, which '\n",
      "      'is nice because it means that you never have to hoard consumables '\n",
      "      'because \"you may need it more down the road\".',\n",
      "      'They could have made up for this if they had thrown the story out the '\n",
      "      'window and made it more of a game by having some meaningful upgrades to '\n",
      "      'keep things fresh, but it never goes beyond jumping over gaps and '\n",
      "      'hitting enemies.',\n",
      "      'I love the use of consumables in this game, you can swap them out in '\n",
      "      'the middle of battles and they refill when entering checkpoints.',\n",
      "      'Over time you accumulate upgrades and items that make each battle '\n",
      "      'easier.',\n",
      "      'Once all the upgrades are collected, the game is much easier, but the '\n",
      "      'opponents stay exactly the same.',\n",
      "      'While exploration in the game is encouraged and there are several '\n",
      "      'notable rewards awaiting more prying players, I really wish there were '\n",
      "      'more \"hidden\" areas, especially ones which rewarded the player with '\n",
      "      'weapon upgrades, good passive equipment, etc.'],\n",
      " 79: ['Combat, atmosphere, progression are all great.',\n",
      "      'The combat is fun, and exploration and progression all gives great '\n",
      "      'feelings of satisfaction.',\n",
      "      'All in all, the combat is well-done and gratifying.'],\n",
      " 80: ['Most of the areas are dark, which makes enemies and traps hard to see, '\n",
      "      'which feels cheap.',\n",
      "      'A lot of areas are dark, and sometimes the foes and NPCs can blend into '\n",
      "      'the background.'],\n",
      " 81: ['Both in their reveal and the fight itself.',\n",
      "      'With a few expections, every fight is unique and memorable, and even '\n",
      "      \"though I can't remember all of the characters names, I still remember \"\n",
      "      'how to fight them and what moves thes execute in which order.',\n",
      "      'Had to redo the fight.'],\n",
      " 82: ['The fight immediately before her involves a randomly moving enemy who '\n",
      "      \"telegraphs WHEN he's going to attack but not HOW so it's incredibly \"\n",
      "      'easy to get trapped behind an expanding, insanely strong attack that '\n",
      "      'you have no way to get past.',\n",
      "      'This allows her to temporarily avoid not just enemy projectiles, but '\n",
      "      'the enemies themselves.',\n",
      "      'The melee attacks look powerful and can stun most enemies; her '\n",
      "      'movements are accounted for with running, coming to a stop, dodging, '\n",
      "      'idling, and so on; and the enemies were given the same amount of care '\n",
      "      'for their own attacks such as Pardoner Fennel (amazing).',\n",
      "      'The melee attacks look powerful and can stun most enemies; her '\n",
      "      'movements are accounted for with running, coming to a stop, dodging, '\n",
      "      'idling, and so on; and the enemies were given the same amount of care '\n",
      "      'for their own attacks such as Pardoner Fennel (amazing).',\n",
      "      'Because though she has hitstun animations and it seems like the devs '\n",
      "      'intended her to be melee-able, there is always fire on the ground '\n",
      "      'around her.',\n",
      "      'She also has a normal weapon, a bow, which she uses for ranged attacks.',\n",
      "      'The melee attacks look powerful and can stun most enemies; her '\n",
      "      'movements are accounted for with running, coming to a stop, dodging, '\n",
      "      'idling, and so on; and the enemies were given the same amount of care '\n",
      "      'for their own attacks such as Pardoner Fennel (amazing).',\n",
      "      'She also is quite a skilled marksman with her bow, shooting volleys of '\n",
      "      'arrows or rapid-firing to deal alot of damage to her foes.',\n",
      "      'This allows her to temporarily avoid not just enemy projectiles, but '\n",
      "      'the enemies themselves.',\n",
      "      'Particularly the second attack in her combo which has a massive '\n",
      "      'backswing that makes jumping over and dodge-rolling through very '\n",
      "      'difficult.'],\n",
      " 83: ['These items share the same slot as your healing bells, and you can only '\n",
      "      'have one selected at a time through a one way rotary like dark souls '\n",
      "      'meaning you will be clumsily fumbling through items in combat.',\n",
      "      \"There's some unlockables on the way, but I find that some of the \"\n",
      "      \"sorceries aren't useful, or don't come into practice until the final \"\n",
      "      'hour, so you mainly just rely on your bow and \"leaf,\" which acts sort '\n",
      "      'of like a sword.'],\n",
      " 84: ['The animations slow down combat so instead of a risk reward when you '\n",
      "      'attack, its more like \"I hope my attack hits first\" because once '\n",
      "      \"you've pressed that button your bascially a leaf in the wind.\",\n",
      "      \"On top of that, there's not much variety in attacking and attacks lock \"\n",
      "      'you into animation frames, which can leave you vulnerable mid-attack '\n",
      "      'when you need to evade.',\n",
      "      'The animations slow down combat so instead of a risk reward when you '\n",
      "      'attack, its more like \"I hope my attack hits first\" because once '\n",
      "      \"you've pressed that button your bascially a leaf in the wind.\",\n",
      "      'Swing animation is stiff and pushes you so far forward that it often '\n",
      "      'puts you inside enemies or potentially into hazards/ off cliffs.',\n",
      "      'Attacks have that satisfying heft to them that goes along with the '\n",
      "      'animation, cues for attacks are fairly distinct though sometimes they '\n",
      "      'can be drowned out by the soundtrack.',\n",
      "      'The balance is wonky where some attacks will take off half your life '\n",
      "      '(on medium) and some will barely scratch you, which will give you '\n",
      "      'i-frames and allow you to avoid the heavy attacks.',\n",
      "      'Some animations run too long, and some attacks (melee!) make you move '\n",
      "      'forward involuntarily.',\n",
      "      'The aerial attack similarly locks you in, forcing some serious '\n",
      "      'commitment to your attacks.',\n",
      "      \"On top of that, there's not much variety in attacking and attacks lock \"\n",
      "      'you into animation frames, which can leave you vulnerable mid-attack '\n",
      "      'when you need to evade.',\n",
      "      \"On top of that, there's not much variety in attacking and attacks lock \"\n",
      "      'you into animation frames, which can leave you vulnerable mid-attack '\n",
      "      'when you need to evade.',\n",
      "      \"I'm not a big fan of autocombos where pressing the attack button \"\n",
      "      'multiple times in succession causes you to move forward and get locked '\n",
      "      'into a slow animation.',\n",
      "      'The balance is wonky where some attacks will take off half your life '\n",
      "      '(on medium) and some will barely scratch you, which will give you '\n",
      "      'i-frames and allow you to avoid the heavy attacks.'],\n",
      " 85: ['I\\'ve heard people use the term \"souls-like\" to describe the combat, '\n",
      "      'although in this case all that really means is that you have dodge '\n",
      "      'sometimes and maybe think a little bit before swinging your weapon.',\n",
      "      'I\\'ve heard people use the term \"souls-like\" to describe the combat, '\n",
      "      'although in this case all that really means is that you have dodge '\n",
      "      'sometimes and maybe think a little bit before swinging your weapon.'],\n",
      " 86: ['I loved exploring the world and the fluidity of combat and platforming.',\n",
      "      'I absolutely love the graphics and think all the characters, enemies, '\n",
      "      'backgrounds, and atmospheres are fantastic!',\n",
      "      'I loved the sense of exploration and freedom, the really engaging and '\n",
      "      'rewarding combat system, the diverse cast of characters, the boss '\n",
      "      'designs and battles, and the tasteful, minimalist gothic plot.',\n",
      "      'I especially love the graphic and the combat system.',\n",
      "      'I love the graphics, story telling, and variety of enemy designs.'],\n",
      " 87: [\"I don't know if this is a fair statement to make given that i've only \"\n",
      "      'done one playthrough of momodora and a handful of HK but given how the '\n",
      "      'game pushes you into using degenerate speedkill strategies in order to '\n",
      "      'acquire loot from bosses and how ALL of the trash enemies besides one '\n",
      "      'enemy, in the **tutorial** of all places, are complete pushovers with '\n",
      "      'the bow makes me stand firmly on how i feel after playing around with '\n",
      "      'the ingame systems.',\n",
      "      'The challenge in that game comes from learning the patterns of the '\n",
      "      'ennemies and how to respond to them, in Momodora you just spam the '\n",
      "      'thing till their health is gone while the projectiles they send to you '\n",
      "      'is so stupidly easy to avoid that you forget halfway through the game '\n",
      "      \"that there's a ROLL button.\"],\n",
      " 88: [\"There's plenty of challenge available in Momodora but there's \"\n",
      "      \"thankfully an easy mode lets you explore the game if you aren't up to \"\n",
      "      'the task or in the mood for a fight.',\n",
      "      'Momodora 4 lengthens the play time, improves the graphics, and cleans '\n",
      "      'up the combat and over powered equipment from Momodora 3 and overall is '\n",
      "      'a miraculous improvement (in most areas; more on that later).',\n",
      "      'Momodora is exciting-combat is sharp and challenging, bosses are '\n",
      "      'appropriately difficult, and enemies are lurking at every turn.',\n",
      "      'Momodora has very polished game mechanics that makes combat very '\n",
      "      'satisfying, and has depth that teaches itself which great storytelling '\n",
      "      'sensibility, without hyperkinetically filling your screen with stats '\n",
      "      'and hints like other games on this genre do (hello Valdis Story).',\n",
      "      'With combat in a metroidvania soulslike, of course, comes boss fights; '\n",
      "      'Momodora delivers aptly, providing just enough to not feel overwhelming '\n",
      "      \"yet not too few to feel as though the game's a cakewalk.\",\n",
      "      'The combat is much improved from the previous Momodora games.',\n",
      "      'Combat is challenging, fair, and satisfying just as it is in all '\n",
      "      'Momodora games.',\n",
      "      'Though Momodora is a sidescroller it does not shy away from featuring a '\n",
      "      'great combat system, melee and ranged attacks along with dodging, the '\n",
      "      'simplicity of the combat is really what makes it shine.',\n",
      "      'One of the biggest drawbacks of previous titles was clunky movement and '\n",
      "      'combat, but in Momodora IV the movement/controls have been vastly '\n",
      "      'improved possibly the best you can make it with this game engine.',\n",
      "      'Momodora is quite simple in terms of how you can customize your attack.',\n",
      "      'Momodora is exciting-combat is sharp and challenging, bosses are '\n",
      "      'appropriately difficult, and enemies are lurking at every turn.',\n",
      "      'Though Momodora is a sidescroller it does not shy away from featuring a '\n",
      "      'great combat system, melee and ranged attacks along with dodging, the '\n",
      "      'simplicity of the combat is really what makes it shine.',\n",
      "      \"If a new Momodora game comes out, I'd definitely like to see more \"\n",
      "      \"attacks, and maybe phase 2's during bosses.\",\n",
      "      'Though Momodora is a sidescroller it does not shy away from featuring a '\n",
      "      'great combat system, melee and ranged attacks along with dodging, the '\n",
      "      'simplicity of the combat is really what makes it shine.',\n",
      "      'To start out, as per usual with this developers games and the Momodora '\n",
      "      'series, touching an enemy deals damage.',\n",
      "      \"Momodora doesn't have a leveling system, but it does have an \"\n",
      "      'accessories system which grants some special passive effects, such as '\n",
      "      'automatically attracting dropped money or allowing arrows to pierce '\n",
      "      'through multiple enemies.',\n",
      "      'Momodora has gone down a path of trimming away weapons, improving its '\n",
      "      'art assets, and making more believable, though not as satisfying, '\n",
      "      'levels.',\n",
      "      'Even if the game is a bit short, it has tight and precise mechanics (if '\n",
      "      'you die, is your fault not the controls), good prequel that makes me '\n",
      "      'want to play to the other Momodora games when I can (this is the first '\n",
      "      'time I play a Momodora game), plenty of secrets worth obtaining '\n",
      "      '(really, Super Metroid pack of missiles were kind of useless in late '\n",
      "      \"game, frosty-i'll-hit-u-through-walls beam or Screw attack was all \"\n",
      "      \"you'll ever need), challenging bosses (especially if you are going for \"\n",
      "      'a no-hit run), good soundtrack and atmosphere.',\n",
      "      'The gameplay in comparison to Momodora III stayed more or less the same '\n",
      "      \"although you can't spam the attack button anymore...which is good.\",\n",
      "      'Momodora games are a work in progress and this is their greatest leap '\n",
      "      'ahead, yet still has some things to hammer out like enemy placement and '\n",
      "      'damage allocation if they want to be compared to how that Konami '\n",
      "      'franchise was .',\n",
      "      'Momodora 4 brings all the best qualities from the previous titles: The '\n",
      "      'difficultly from the first game in the platforming and enemy placement, '\n",
      "      'the satisfaction of exploration and finding hidden items in the map '\n",
      "      'from the second even if it was small scale along with the npcs that '\n",
      "      'bring the game to life, and being able to equip items to alter gameplay '\n",
      "      'to your style from the third.',\n",
      "      'Tight controls, rewarding and challenging combat, satsifying '\n",
      "      'exploration, beautiful art and a charming and surprisingly dark story, '\n",
      "      'Momodora delivers on almost every level.'],\n",
      " 89: ['The platforming and combat are tight, and the game never feels unfair.',\n",
      "      'The controls and combat were fairly tight and overall the game just '\n",
      "      'knew how to not overstay its welcome.'],\n",
      " 90: [\"Don't give me a life bar if every other attack is just a one shot kill.\",\n",
      "      \"You'll be dying right from the start unless you focus and get your \"\n",
      "      'attacks right.',\n",
      "      \"So you pretty much die the first couple of times you're getting used to \"\n",
      "      \"the attacks, and after that it's like 'ok, first he'll do X.\",\n",
      "      'I\\'m not talking \"pick hard and die a few times\", I\\'m talking give any '\n",
      "      \"enemy two hits and you're dead hard.\",\n",
      "      'Oh, and if you hate dying a lot, you might want to pass on this because '\n",
      "      'the insta-kill spikes and the high-hitting enemies would get on your '\n",
      "      'nerves.'],\n",
      " 91: ['They are all platformers, and they all feature both a melee attack and '\n",
      "      'a ranged attack.',\n",
      "      'Their attacks also go through walls, are targeted (meaning they aim to '\n",
      "      'where your character was/is), and are ranged.',\n",
      "      'They are all platformers, and they all feature both a melee attack and '\n",
      "      'a ranged attack.'],\n",
      " 92: ['Without spoiling too much detail, you will get into a fight inside a '\n",
      "      'monastery, and this is one of the few occasions where I have paused the '\n",
      "      'game to just listen.',\n",
      "      'Again, there was plenty of enjoyable challenge with *combat* in those '\n",
      "      'rooms with various creatures and enemies, but I suppose the best way I '\n",
      "      \"could put this was there wasn't a single time where I was stuck in a \"\n",
      "      'room and actually had to stop and think about how to proceed.',\n",
      "      'Again, there was plenty of enjoyable challenge with *combat* in those '\n",
      "      'rooms with various creatures and enemies, but I suppose the best way I '\n",
      "      \"could put this was there wasn't a single time where I was stuck in a \"\n",
      "      'room and actually had to stop and think about how to proceed.',\n",
      "      'If at least they had interesting patterns or alternative ways of '\n",
      "      'fighting that weren\\'t just \"let me spam melee/bow until that health is '\n",
      "      'depleted\".',\n",
      "      'And I noticed the lack of platforming during such fights.',\n",
      "      'If at least they had interesting patterns or alternative ways of '\n",
      "      'fighting that weren\\'t just \"let me spam melee/bow until that health is '\n",
      "      'depleted\".'],\n",
      " 93: ['There are signs of battle you find, signs of peace you find, the '\n",
      "      \"personal effects of people you'll never see.\",\n",
      "      'You feel so tiny in such a hostile world but you triumph through each '\n",
      "      'battle.'],\n",
      " 94: ['I must say I really enjoyed exploring and fighting through the world, '\n",
      "      'finding out how enemies behave, and the various bosses.',\n",
      "      \"If you're a newb like me and are still practicing reading/predicting \"\n",
      "      \"your enemies, you'll find them pretty challenging, but fun nonetheless.\",\n",
      "      \"I'd have loved a bit more variety in enemies and weapons, but I had \"\n",
      "      'fun.',\n",
      "      \"I'd have loved a bit more variety in enemies and weapons, but I had \"\n",
      "      'fun.'],\n",
      " 95: ['Admittedly, a lot of the NPCs and some enemies do seem rather '\n",
      "      'minimalistic to the point where they are perhaps a little too blocky, '\n",
      "      'but the work on the background and bosses is way above par.',\n",
      "      'The world and characters are not even close to fleshed out, the actual '\n",
      "      'amount of areas, enemies and bosses, as well as their complexity, is '\n",
      "      'very lacking.',\n",
      "      'There would be times where 4+ enemies were in the same room and it '\n",
      "      'would be impossible to dodge their attacks because of how small the '\n",
      "      'area was.',\n",
      "      'There would be times where 4+ enemies were in the same room and it '\n",
      "      'would be impossible to dodge their attacks because of how small the '\n",
      "      'area was.',\n",
      "      \"While yes, the locations are pretty, they don't look remotely destroyed \"\n",
      "      'or cursed in the slightest, half the bosses barely fit into the '\n",
      "      \"narrative and even some of the enemy types just don't match their \"\n",
      "      'environment.',\n",
      "      'The only hard part of the game is going to the bosses, normal enemies '\n",
      "      'are fuckin WW2 soldiers while bosses are pretty easy since they only '\n",
      "      'have like 3-4 moves.',\n",
      "      'Bosses have attack states in which they are not on the playing field '\n",
      "      '(basically invulnerability states)'],\n",
      " 96: ['In general, the combat at times feels like \"keep mashing buttons!\" for '\n",
      "      'the casual player (like me).',\n",
      "      \"The combat probably isn't that deep, all you will be doing is mashing \"\n",
      "      'the X and B button (if you are using an Xbox controller, like I did) '\n",
      "      \"and dodging when necessary, but it does its job and it didn't get old \"\n",
      "      'for me, the bosses will make sure you have to think about your '\n",
      "      'movements and strategy.',\n",
      "      'I frankly found it confusing when I was engaging in battle as I try my '\n",
      "      'best to press the jump button only to keep slashing the air with my '\n",
      "      'maple leaf blade.'],\n",
      " 97: ['The combat, though, ended up being one of my biggest annoyances with '\n",
      "      'the game through its poor design and inconsistencies.',\n",
      "      'III in particular was so close to being a great game, but the permanent '\n",
      "      \"death pitfalls which were prevalent everywhere didn't mesh well with \"\n",
      "      'the style the game was going for: a more Metroid styled game with '\n",
      "      'emphasis on combat.',\n",
      "      'Kinda like Hollow Knight, exploration is fun but combat is meh.',\n",
      "      \"Truly, the game doesn't ask for much more of you than that in the \"\n",
      "      'combat.',\n",
      "      'The combat is simple and even trivialized by some of the powerful '\n",
      "      'items, but the difficulty levels are very well tuned so you can have '\n",
      "      'the challenge you want.',\n",
      "      \"I really tried to like this game, but I can't find any redeeming \"\n",
      "      'qualities - the combat is basic and not very satisfying, the '\n",
      "      'platforming feels unresponsive, the story (at least as far as I played) '\n",
      "      'seems non-existant...',\n",
      "      \"Most of the game is just trial and error and after a while you'll just \"\n",
      "      \"air dash through most of the game recklessly because combat isn't worth \"\n",
      "      'it.',\n",
      "      'Combat and platforming is satisying(feels like playing Zero in the '\n",
      "      'Megaman X games).',\n",
      "      'Exploration is not the focus of the game - the game is more '\n",
      "      'combat-oriented than something like hollow knight.',\n",
      "      'I normally hate metroidvania-style games due to their controls, and I '\n",
      "      'always feel like combat is too hard and complicated to be any fun.',\n",
      "      'Why balance the difficulty of your game around boring ranged combat?',\n",
      "      \"The combat is fast enough, so I don't feel that game cheated somehow.\",\n",
      "      'Brutally hard at times, but never unfair - while insane difficulty (in '\n",
      "      \"which one hit is fatal) isn't for me, I can understand how it's \"\n",
      "      'feasible - the game is great fun throughout, with satisfying movement '\n",
      "      'and combat being the core of the gameplay.',\n",
      "      \"The combat isn't enjoyable in any way, enemy design is boring and at \"\n",
      "      'times borderline ridiculous (two boss fights are giant women whom you '\n",
      "      'need to smack their tits to kill them), the metroidvania exploratory '\n",
      "      'aspects of the game are near non-existent, the game is very challenging '\n",
      "      'in a boring play-it-super-safe kind of way, there are no interesting '\n",
      "      'weapons or attacks.',\n",
      "      'The gameplay is extremely disappointing: combat is slow and repetitive; '\n",
      "      'boss fights drag on forever; exploring the map is unrewarding; '\n",
      "      'insta-kill spikes on a METROIDVANIA; insconsistent rules (for example, '\n",
      "      \"there's a underwater level and a room where water kills you instantly); \"\n",
      "      'the list of questionable design choices go on.',\n",
      "      \"The plot is little more than a premise which isn't adequately explored, \"\n",
      "      'the combat is fun but unvaried, for a game in a genre about exploration '\n",
      "      'the map is disappointingly straightforward.',\n",
      "      'No RPG elements, but the game is combat-focused with plenty of '\n",
      "      'excellent boss fights.',\n",
      "      'The games difficulty ranges from decent challange to easy mode '\n",
      "      'depending on how much you want to cheese the combat.',\n",
      "      'Combat is pretty clunky and has no flow to it, boss battles are '\n",
      "      'frustrating and counterintuitive with the patterns, lots of trail & '\n",
      "      'error, I dont have trouble playing a challenging game just not one made '\n",
      "      'hard for the sake of \"oh look im like castlevania\" when it has nothing '\n",
      "      'apart from the art that makes a good side scrolling game.',\n",
      "      \"I would say that the combat is pretty simplistic, but it doesn't get \"\n",
      "      'tiring because of the short length of the game.',\n",
      "      \"Gameplay: Don't let anyone fool you -- the combat isn't that intricate \"\n",
      "      'in this game.',\n",
      "      \"Overall it's not offensively bad, not unplayable, is acceptably fun, \"\n",
      "      'but the problems with combat, lack of upgrades, dull exploration, and '\n",
      "      'forgettable boss fights really dragged down my opinion of the game.',\n",
      "      \"Forget playing on Hard mode, Normal mode isn't even fun either, combat \"\n",
      "      'is the worst.',\n",
      "      'The graphics and music are beautiful, the controls are crisp, the '\n",
      "      \"combat is fun and strategic, the pacing of the game is tight; it's hard \"\n",
      "      'to say it does anything wrong at all.',\n",
      "      'D. Next, the gameplay itself is very fun: the platforming is simplistic '\n",
      "      'but often challenging, the maps are incredibly exploratory, and the '\n",
      "      'combat is basic but engaging.',\n",
      "      \"I also noticed that it's rather easy to become far too powerful in this \"\n",
      "      'game if you can be bothered fetching an item that grants enemies a '\n",
      "      'chance to drop double currency on death early in the game.',\n",
      "      \"You I've only played the 'Hard' diffuculty as I prefer a challenge, but \"\n",
      "      'the gameplay on hard is actually nothing like it would seem; your main '\n",
      "      'weapon IS a leaf after all, how good could it be?',\n",
      "      \"The combat isn't enjoyable in any way, enemy design is boring and at \"\n",
      "      'times borderline ridiculous (two boss fights are giant women whom you '\n",
      "      'need to smack their tits to kill them), the metroidvania exploratory '\n",
      "      'aspects of the game are near non-existent, the game is very challenging '\n",
      "      'in a boring play-it-super-safe kind of way, there are no interesting '\n",
      "      'weapons or attacks.',\n",
      "      'Difficulty is unballanced, combat mechanics are clunky and not much '\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      'variation, the enemy moves fast and attacks fast, outspeeds us in '\n",
      "      'general, badly designed bosses.',\n",
      "      'From the in-game items to the enemy types nothing feels out of place in '\n",
      "      'the setting presented to you.',\n",
      "      'Some might say not having different armour and weapons adds to the '\n",
      "      \"simplicity and the charm of this game, but the game doesn't make up for \"\n",
      "      'it.',\n",
      "      'I often find in games that ranged weapons are normally only put there '\n",
      "      'for very specific situations, or for people to mess around.',\n",
      "      \"There's no change in weapons but it didn't seem needed; the game felt \"\n",
      "      'well balanced around the moves and weapons you have.',\n",
      "      'Gameplay elements are much more compacted from past games with all the '\n",
      "      'gadgets and whatnot removed, but the two weapons with modifiable '\n",
      "      'properties feel great and their expanded complexities and use-cases '\n",
      "      'easily make up for the losses.',\n",
      "      \"No real progression in terms of character power, you don't find a \"\n",
      "      \"variety of weapons, you don't get many (really any) spells, you don't \"\n",
      "      'get many (really any) ways to increase your physical resistance, you '\n",
      "      \"don't get much.\",\n",
      "      'I felt like gameplay was slowed down worse than the first game, but '\n",
      "      'they made up for it a bit more there with a selection of weapons.',\n",
      "      \"As far as I can tell, there isn't much incentive to play again since \"\n",
      "      'there is only one melee weapon type in the game and one ranged weapon.',\n",
      "      \"The combat isn't enjoyable in any way, enemy design is boring and at \"\n",
      "      'times borderline ridiculous (two boss fights are giant women whom you '\n",
      "      'need to smack their tits to kill them), the metroidvania exploratory '\n",
      "      'aspects of the game are near non-existent, the game is very challenging '\n",
      "      'in a boring play-it-super-safe kind of way, there are no interesting '\n",
      "      'weapons or attacks.',\n",
      "      \"There's not that much platforming, as it's more of a battle-oriented \"\n",
      "      'game, mixed with exploration.',\n",
      "      'The primary thing you do in this game is fighting, and the combat '\n",
      "      'system is repetitive, boring, and low-skill.',\n",
      "      \"The combat system is so cool, judging by the game's graphics I didn't \"\n",
      "      'think fighting could be this challenging and unique.',\n",
      "      \"As far as I can tell, there isn't much incentive to play again since \"\n",
      "      'there is only one melee weapon type in the game and one ranged weapon.',\n",
      "      'A. Combat options are EXTREMELY limited as you get NO NEW WEAPONS '\n",
      "      '(Imagine a Zelda game where you got a sword and slingshot and nothing '\n",
      "      'else for the entire game).',\n",
      "      'Difficulty is unballanced, combat mechanics are clunky and not much '\n",
      "      'variation, the enemy moves fast and attacks fast, outspeeds us in '\n",
      "      'general, badly designed bosses.',\n",
      "      'The primary thing you do in this game is fighting, and the combat '\n",
      "      'system is repetitive, boring, and low-skill.',\n",
      "      \"The combat system is so cool, judging by the game's graphics I didn't \"\n",
      "      'think fighting could be this challenging and unique.',\n",
      "      'A. Combat options are EXTREMELY limited as you get NO NEW WEAPONS '\n",
      "      '(Imagine a Zelda game where you got a sword and slingshot and nothing '\n",
      "      'else for the entire game).',\n",
      "      'Again, different weapons would be nice but does not really ruin the '\n",
      "      'game.',\n",
      "      'The combat controls feel tight, the difficulty is super fair and the '\n",
      "      'passages are for the most part tricky when playing the game for the '\n",
      "      'first time.'],\n",
      " 98: ['I felt like I repeated the same few patterns of dodge and attack over '\n",
      "      'and over.',\n",
      "      'What I found weird is how long is the stagger time on this attack.'],\n",
      " 99: ['Right off the bat, the way the combat works is that a third slash will '\n",
      "      'automatically push the player forward.',\n",
      "      'Left or Right, the player is unable to attack upward or downward (with '\n",
      "      'either the melee or ranged weapon).',\n",
      "      'Left or Right, the player is unable to attack upward or downward (with '\n",
      "      'either the melee or ranged weapon).'],\n",
      " 100: ['Combat in Momo 4 is pretty neat since they added dodging.',\n",
      "       \"There's also a ranged attack, which I don't think I've seen since Momo \"\n",
      "       '2.',\n",
      "       \"In most situations, using Momo's speed and combos, as well as \"\n",
      "       'mastering how to dodge and weave between enemies is not only useful; '\n",
      "       'its more or less required, especially towards the end of the game.',\n",
      "       \"I also kinda preferred Momo 2's take on ranged attacks, but that's \"\n",
      "       'probably exclusive to me.'],\n",
      " 101: ['Again, the same can be said with roll length being difficult to feel '\n",
      "       'in the heat of combat causing you to roll into enemies.',\n",
      "       'The rolling mechanic feels very responsive and feels amazing to use to '\n",
      "       'go behind enemies.',\n",
      "       'You also have a dodge roll which allows you to roll through enemies at '\n",
      "       'close range.',\n",
      "       'Again, the same can be said with roll length being difficult to feel '\n",
      "       'in the heat of combat causing you to roll into enemies.',\n",
      "       'Rolling into enemies at the end of your roll causes you to get '\n",
      "       'damaged.',\n",
      "       'The collisions by animation are also somewhat inconsistent, so you are '\n",
      "       'stuck getting hit from some enemies easier than others, as some '\n",
      "       'enemies will not trigger collision damage when they are knocked back, '\n",
      "       'but others will.',\n",
      "       'Dodging is done by rolling, just be careful not to roll into the '\n",
      "       \"enemy's hitbox or you'll get hurt.\",\n",
      "       \"You need to roll perfectly to make sure you don't receive any damage, \"\n",
      "       'which is annoying when there is more than one enemy on (or off) the '\n",
      "       'screen.',\n",
      "       \"While rolling, you cannot be hit, but if your roll stops while you're \"\n",
      "       \"'in' an enemy, you will take damage.\",\n",
      "       'Everything but the dodge roll leaves you vulnerable by forcing you '\n",
      "       'stationary (or in the case of the melee attack, mostly stationary) and '\n",
      "       'unable to do anything else for a split second or two.',\n",
      "       \"It's a little too easy to learn enemy patterns, since it's just a 2D \"\n",
      "       'platformer. for defense and maneuvering, rolling solves everything.',\n",
      "       'Opponents are physical objects you cannot pass through unless you are '\n",
      "       'rolling.',\n",
      "       \"It's a little too easy to learn enemy patterns, since it's just a 2D \"\n",
      "       'platformer. for defense and maneuvering, rolling solves everything.'],\n",
      " 102: [\"Combat consists of fast-paced melee with Priestess Kaho's leaf blade \"\n",
      "       'and ranged attacks with her bow.',\n",
      "       'You play a priestess named Kaho, who fights with a leaf to vanquish '\n",
      "       'enemies.',\n",
      "       'The priestess is using indestructable maple leaf to beat down her '\n",
      "       'enemies, which is an iteresting choise of a weaponry, i must say.',\n",
      "       'For the first time ever, this ninja shrine maiden has a bow instead of '\n",
      "       'charms, and she spams arrows as fast as the other shrine maidens spam '\n",
      "       'melee.',\n",
      "       \"Combat consists of fast-paced melee with Priestess Kaho's leaf blade \"\n",
      "       'and ranged attacks with her bow.',\n",
      "       \"Combat consists of fast-paced melee with Priestess Kaho's leaf blade \"\n",
      "       'and ranged attacks with her bow.',\n",
      "       'Your priestess wields a magical leaf which can rend foes with a simple '\n",
      "       'swing, but those swings lock her in for the entire animation.',\n",
      "       'The Priestess you play as has only two weapons for the entire game; A '\n",
      "       'Maple Leaf and a Bow.',\n",
      "       'The main character Kaho has at her disposal her \"blessed leaf\" (main '\n",
      "       'melee weapon) and her trusty bow and arrow (secondary long range '\n",
      "       'weapon); these two weapons combined with a variety of items, both '\n",
      "       'offensive and for healing or status boosting, create the posibility '\n",
      "       'for varied gameplay stiles.',\n",
      "       'You play as a scrappy priestess who uses a giant leaf and a bow as her '\n",
      "       'weapons of choice.',\n",
      "       'Wielding her signature leaf weapon, Kaho does battle with all sorts of '\n",
      "       'monsters and evil-doers in order to eliminate the curse.',\n",
      "       \"At first, you play this awesome girl (she's a priestess) who has a \"\n",
      "       'frekin maple leaf as a weapon of choice and her trusty bow for those '\n",
      "       'long range users out there.',\n",
      "       'You are a priestess that uses a maple leaf as a weapon.',\n",
      "       'The priestess is using indestructable maple leaf to beat down her '\n",
      "       'enemies, which is an iteresting choise of a weaponry, i must say.'],\n",
      " 103: [\"It's good, but there were a lot of sections of the map where i \"\n",
      "       \"expected something to happen like a fight or puzzle and it just wasn't \"\n",
      "       'there.',\n",
      "       \"The combat was alright, but the map just wasn't very fun to explore.\",\n",
      "       'The combat during the regular map traversal becomes stale and '\n",
      "       'repetitive towards the end of the playthrough, which as I stated '\n",
      "       'earlier, is quite short.'],\n",
      " 104: ['Any semblance of difficulty comes completely from the high amount of '\n",
      "       'damage each attack deals, rather than from interesting attacks to '\n",
      "       'dodge.',\n",
      "       'The same attack can do a massive variance of damage to the point where '\n",
      "       'the damage values feel completely made up and just use a random number '\n",
      "       'generator.',\n",
      "       \"The insane difficulty lives up to it's name as you start the game with \"\n",
      "       'basically no life and even with all HP upgrades any direct attack from '\n",
      "       'any enemy will kill you.'],\n",
      " 105: ['The labyrinthine world, magic powers acquired, and enemy and boss '\n",
      "       'design are solid, if perhaps nothing truly oustanding.',\n",
      "       'Nothing felt BS from bosses to normal enemies to level design, and I '\n",
      "       'have yet to discover any bugs.'],\n",
      " 106: [\"It's a 3-5 hit combo that is beautifully designed and causes the enemy \"\n",
      "       'to be stunned.',\n",
      "       'It is a melee weapon which is sort of like the basic shovel swing '\n",
      "       'attack in Shovel Knight.',\n",
      "       \"It's a one man team and is quite rough around the edges, but makes up \"\n",
      "       'for it w/ charm and engaging combat.'],\n",
      " 107: [\"I feel like a lot of people might agree that Fennel's fight is the \"\n",
      "       'best part in the game.',\n",
      "       \"One in particular, Pardoner Fennel's fight , I really loved.\",\n",
      "       'I still vividly remember to fight with Fennel as the music opening the '\n",
      "       'fight gave is such a wonderfully epic feel.'],\n",
      " 108: ['After raging on one particular boss, I came back to them later and '\n",
      "       'learned how to bypass their attacks.',\n",
      "       'I wasnt able to handle 2 of these bosses, but was much more prepared '\n",
      "       'after choosing the exploring path after many failed fights.'],\n",
      " 109: ['It felt great, the enemies and battle system are very well balanced, '\n",
      "       'and it felt like I was playing metroid fusion again.',\n",
      "       'It felt great, the enemies and battle system are very well balanced, '\n",
      "       'and it felt like I was playing metroid fusion again.',\n",
      "       'So I played it through again, got 99% map coverage and did the final '\n",
      "       'battle again, and got the good ending, which felt pretty darn good.'],\n",
      " 110: [\"There's rarely any text (for those worried this might be a \"\n",
      "       \"visual-novel sort of deal, which I'm personally fine with) and the \"\n",
      "       'music and design only complement an astounding visual masterpiece '\n",
      "       'featuring fluent, solid gameplay with tiny portions of puzzle and '\n",
      "       'large elements of frustratingly difficult but rewarding exploration '\n",
      "       \"and combat, at a pace that will leave you satisfied, even if you're a \"\n",
      "       'picky gamer.',\n",
      "       \"Sometimes all I want to play is a simple 2D side scroller that doesn't \"\n",
      "       'bog you down in boring puzzle solving and too much story, but is '\n",
      "       'instead, like dark souls, about good combat and great gameplay and '\n",
      "       'quiet discovery.',\n",
      "       \"This game draws you in with it's pretty aesthetic and keeps you \"\n",
      "       'playing for its neat puzzles, fights, and secrets.'],\n",
      " 111: ['The only fault lies in with the player itself; it is up to you to spot '\n",
      "       'traps and enemies and adjust your strategy accordingly.',\n",
      "       'Enemy placement is smart, so an enemy that is easy to defeat at first '\n",
      "       'might be harder in future rooms.',\n",
      "       'There were a few times where I found that an enemy was placed in a '\n",
      "       \"position where it wouldn't be convenient at all to try to kill the \"\n",
      "       \"enemy without having to swirve around with the bow mid-air, but that's \"\n",
      "       'what adds the challenge to it.',\n",
      "       'Each enemy is a puzzle to decipher.',\n",
      "       'Some enemy placement is quite unique, but if I can just dash by '\n",
      "       'everything after a certain point, then whats the problem?',\n",
      "       \"Enemy placement is handled nicely, and there's a variety of them as \"\n",
      "       'well.',\n",
      "       'Enemy placement is thoughtful, making almost every encounter memorable '\n",
      "       'because of the interesting way monsters are laid out with the terrain.',\n",
      "       'Enemy placement is smart, so an enemy that is easy to defeat at first '\n",
      "       'might be harder in future rooms.',\n",
      "       'The platforming is not particularly challenging (no pixel-perfect '\n",
      "       'jumping required here), but enemy placement is often such that to '\n",
      "       'ensure success, good timing and good decision making matter.',\n",
      "       'Can be a campy type of difficult due to enemy placement.',\n",
      "       'Enemy placements on the map are like puzzles and you solve them by '\n",
      "       'hitting at the right timewindow and right position.'],\n",
      " 112: ['I mean, it\\'s more interesting than the classic Momodora \"stand and '\n",
      "       'mash attack as fast as you can\" but it\\'s also more frustrating.',\n",
      "       'This is the most aesthetically pleasing entry in the Momodora series, '\n",
      "       'and the style really pulls the sparse story together; adorable '\n",
      "       'characters and enemies blend seamlessly with the bleak and dark Karst '\n",
      "       'City, with plenty of environmental storytelling to go around.'],\n",
      " 113: ['The witches are the most egregious example, firing large pink '\n",
      "       'projectiles at you from off-screen that have very vague hitboxes (the '\n",
      "       'attack is made of mostly transparent square sprites and I think a '\n",
      "       'transleucent pink ball) and enemy melee attacks can similarly start '\n",
      "       'off-screen.',\n",
      "       'The second time you encounter the mages (or witches, whatever) you get '\n",
      "       \"hit from a source you can't even see because the screen is so big and \"\n",
      "       'there are other enemies to take care of before.',\n",
      "       'Another problem with the witches (this one is mainly a pet peeve) '\n",
      "       'their projectiles lock in on you right when they are launched thus '\n",
      "       'dissapating any hope of juking out the caster and thus having the only '\n",
      "       'way to not get hit is to dodge the incoming projectile.'],\n",
      " 114: [\"It's a wonderful platformer, everything from combat to dashing is \"\n",
      "       'perfect.',\n",
      "       \"It's mostly a platformer with a decent amount of combat.\",\n",
      "       'Five key points of a perfect platformer: smooth controls and graphics, '\n",
      "       'powerful mood/atmosphere/emotions, satisfying combat and movement, '\n",
      "       'rewarding sense of progression, and finally sufficient depth of '\n",
      "       'gameplay.',\n",
      "       \"But so far, I'd say it's worth the money if you enjoy 2d platformers \"\n",
      "       'with simple combat.',\n",
      "       \"On it's own, though, it's still a really well designed exploratory \"\n",
      "       'platformer with fairly tight combat and movement, compelling character '\n",
      "       'and world design, and great music that compliments the scenery and '\n",
      "       'action.'],\n",
      " 115: [\"The atmosphere of this game's world is one I deeply enjoyed - the \"\n",
      "       'characters, enemies, and bosses you encounter throughout the game all '\n",
      "       \"reveal interesting bits about what's going on, and the contrast \"\n",
      "       \"between different areas really makes you feel like you're exploring a \"\n",
      "       'varied world.',\n",
      "       \"Throughout the story you'll discover more about the world around you, \"\n",
      "       'and will meet unique characters, be it allies or foes.'],\n",
      " 116: [\"But perhaps it's not only about the combat, but also the save point \"\n",
      "       'placements.',\n",
      "       'One of the save points had enemies next to it making it so that '\n",
      "       'everytime you revived they would start moving toward you.',\n",
      "       'Save points are frequent enough not to be too frustrating, Enemies all '\n",
      "       'have satisfying counters.'],\n",
      " 117: ['They are sold by different merchants with the in-game currency '\n",
      "       'obtained by either secrets or killing enemies.',\n",
      "       'Enemies drop money which can be used to buy more items from '\n",
      "       'shopkeepers.',\n",
      "       'These are found or bought with money dropped by enemies.',\n",
      "       \"Enemies don't drop anything except money.\",\n",
      "       'You do collect a random assortment of items throughout the game as '\n",
      "       'well through finding them in chests or buying them off the merchant '\n",
      "       'with currency that drops off of slain enemies, and come in two '\n",
      "       'varieties.',\n",
      "       \"Enemies will drop the game's currency when defeated.\",\n",
      "       'Some items can be purchased for currency called munnies which enemys '\n",
      "       'drop when they are killed.'],\n",
      " 118: ['I would spam the x button to melee attack until the game finally '\n",
      "       'decided to respond.',\n",
      "       \"I can't seem to get the timing for the 3-hit combo right without \"\n",
      "       'mashing the attack button.',\n",
      "       'Gameplay is pretty straight forward, Dodge button Melee button Ranged '\n",
      "       'Attack button.',\n",
      "       'Like I mentioned, all I did was mostly mash the melee button.',\n",
      "       'Unbind your melee button after you beat frida.'],\n",
      " 119: ['The decision to have so many of the deeper elements of the plot told '\n",
      "       'through the mechanics like the items and enemies you encounter is a '\n",
      "       'great move for fostering exploration and replayability.',\n",
      "       'Progress generally revolves around figuring out the correct sequence '\n",
      "       'of moves and attacks to best get through each segment, then perfecting '\n",
      "       'it as you travel around getting the things you need to progress and '\n",
      "       'getting various powerups.'],\n",
      " 120: ['The combat is simple, but still very engaging because of stellar level '\n",
      "       'design.',\n",
      "       \"Combat wise, it's pretty easy to pick up with a controller.\",\n",
      "       'The combat is easy.',\n",
      "       'Movement and combat are relatively fast paced and straightforward, '\n",
      "       'which I appreciated.',\n",
      "       'Combat is simple but responsive and tuned.',\n",
      "       'Combat is simple but impactful and every enemy has a noticable tell '\n",
      "       'for their attacks.',\n",
      "       'Combat is simple but engaging and tight.',\n",
      "       'Combat is a bit simple.',\n",
      "       'The combat is simple, but offers a decent challenge.',\n",
      "       'The combat is very simple but works, providing a good challenge '\n",
      "       'without a lot of complexity.',\n",
      "       'Combat is simple and easy to learn for the most part, and ranged '\n",
      "       \"attacks are a failsafe if you can't melee well.\",\n",
      "       'The game mechanics are relatively simple and easy to get used to and '\n",
      "       'the combat has a certain flow to it that reminds me of Bloodborne and '\n",
      "       'the more recent ICEY.',\n",
      "       'The combat is easy to pick up but the game constantly tests your '\n",
      "       'ability with ambushes and tricky enemies.',\n",
      "       'Combat is competent but very basic.',\n",
      "       'Very pretty and polished, the combat is simple but yet effective and '\n",
      "       'challenging.',\n",
      "       'Combat however simple provides a fun challenge of learning enemy '\n",
      "       'patterns and attacking during openings, similar to dark souls.',\n",
      "       'The combat, despite being dark soulsy, is pretty simple.',\n",
      "       'Combat is simple in a good way.',\n",
      "       'Combat is enjoyable and pretty straightforward, but not ovelry simple.',\n",
      "       'Combat is simple but impactful and every enemy has a noticable tell '\n",
      "       'for their attacks.',\n",
      "       'Combat is simple and easy to learn for the most part, and ranged '\n",
      "       \"attacks are a failsafe if you can't melee well.\",\n",
      "       'Combat is simple but impactful and every enemy has a noticable tell '\n",
      "       'for their attacks.',\n",
      "       'Compound this with the fact that your basic attack does nothing to '\n",
      "       'deter enemy attacks, and a lot of situations can feel cheap and '\n",
      "       'un-reactable.',\n",
      "       'The atmosphere is great, combat mechanics are easy to get into and the '\n",
      "       'bossfights are fair.',\n",
      "       'The fighting was simple but effective.',\n",
      "       'This would have been fine, but the fighting and movement mechanics are '\n",
      "       'too simple to hold the game up.',\n",
      "       'The game is simple, based primarily off of learning and dodging enemy '\n",
      "       'attack patterns.',\n",
      "       'Compound this with the fact that your basic attack does nothing to '\n",
      "       'deter enemy attacks, and a lot of situations can feel cheap and '\n",
      "       'un-reactable.',\n",
      "       \"It's very short with fairly generic enemies and boss fights.\",\n",
      "       'Very simple combat and not too punishing.',\n",
      "       'Combat however simple provides a fun challenge of learning enemy '\n",
      "       'patterns and attacking during openings, similar to dark souls.',\n",
      "       \"It's very simple, with a 3-hit combo, a dodge roll, a air-slash, you \"\n",
      "       'can stunlock weak enemies and even some bosses.'],\n",
      " 121: ['Ignoring this mechanic, bosses in \"Momodora: RUtM\" will provide you '\n",
      "       'with a fair challenge, learning their attacks and dodging accordingly.',\n",
      "       'This is a very good thing, as the challenges in RUtM require the '\n",
      "       'player to actually \"git gud\" and learn enemy/boss patterns and play '\n",
      "       'mindfully rather than just mindfully hack and slash away enemy '\n",
      "       'hordes.'],\n",
      " 122: [\"Walking into enemies doesn't hurt, but jumping on them does.\",\n",
      "       \"So I'll arrow him from afar, then he'll do Y so I'll move to the \"\n",
      "       \"center to get two jump-in attacks, then he'll do Z...'.\",\n",
      "       'You start to learn how to dodge, and how to make it so you never '\n",
      "       'accidentally touch an enemy.',\n",
      "       'You will be able to jump, double jump and roll to avoid an enemy or '\n",
      "       'their projectiles but also get behind them for the kill.',\n",
      "       'Get hit by one projectile and you will fly into a pitfall and die '\n",
      "       'instantly.',\n",
      "       'You will be able to jump, double jump and roll to avoid an enemy or '\n",
      "       'their projectiles but also get behind them for the kill.',\n",
      "       'You start off the bat with a melee weapon, a ranged weapon, double '\n",
      "       'jump and a dash that can be used both on the floor and in the air.',\n",
      "       'You start off the bat with a melee weapon, a ranged weapon, double '\n",
      "       'jump and a dash that can be used both on the floor and in the air.'],\n",
      " 123: ['Your movements are fluid and fight, even tho simple, is really fun and '\n",
      "       'challenging at times.',\n",
      "       'Being forced to understand the mechniacs of every fight and enemey is '\n",
      "       'very fun.',\n",
      "       'This makes it very fun and satisfying to partake in the battles '\n",
      "       \"because you know that you're constantly held accountable for your own \"\n",
      "       'actions.'],\n",
      " 124: ['My particular favorites are the battles where more than one character '\n",
      "       'is involved on either side (yours or the enemies).',\n",
      "       \"You'll smoothly alternate between them during any battles.\",\n",
      "       'My particular favorites are the battles where more than one character '\n",
      "       'is involved on either side (yours or the enemies).',\n",
      "       'I think it may be both my favorite scene and battle in the entire '\n",
      "       'game, and the music plays a major part in that.'],\n",
      " 125: ['To those not aware of what a Metroidvania is, they tend to be '\n",
      "       'combat-based platformers centered around exploring a large map and the '\n",
      "       'various environments within - secrets are the norm and exploration is '\n",
      "       'rewarded.',\n",
      "       'In a Metroidvania, where the character goes back and forth a lot, '\n",
      "       'enemies should constantly be expecting you - not have their back '\n",
      "       'turned blindly because you originally entered from the other '\n",
      "       'direction.',\n",
      "       \"To any experienced metroidvania players, don't expect much difficulty \"\n",
      "       'from the areas and enemies.',\n",
      "       'Almost all the attacks are really telegraphed and easy to dodge, but '\n",
      "       'it can still give newcomers of metroidvania games a pretty hard time.',\n",
      "       'Secrets abound as well, and the game even adopts that old metroidvania '\n",
      "       'chestnut of having special one-off interactions, like tricking an '\n",
      "       'enemy into bombing open a shortcut for you.',\n",
      "       'A cute looking metroidvania which heavily encourages learning to evade '\n",
      "       'and counter your foes above trying to facetank and mash them down.'],\n",
      " 126: ['The weapons are fun to use.',\n",
      "       'Despite the lack of variety, these weapons get the job done and '\n",
      "       'perform well.',\n",
      "       'Weapons and their use are not lost on you, despite your profession.',\n",
      "       \"There's enough of a learning curve for each weapon to keep it \"\n",
      "       'interesting.',\n",
      "       'For pretty much of your entire journey these two things will be your '\n",
      "       \"bread and butter and while that's not necessarily a bad thing, some \"\n",
      "       'different weapons would be nice.',\n",
      "       'I want different weapons and armour.'],\n",
      " 127: ['The basic gameplay mechanics are very solid, Kaho controls very well, '\n",
      "       'she has melee and ranged attacks, dodge roll, air moves, as well as '\n",
      "       'many spells.',\n",
      "       'The basic gameplay mechanics are very solid, Kaho controls very well, '\n",
      "       'she has melee and ranged attacks, dodge roll, air moves, as well as '\n",
      "       'many spells.',\n",
      "       'Kaho starts with mostly the same kit as Momo and Isadora, with the '\n",
      "       'addition of a dodge roll with some generous iframes and a bow bound to '\n",
      "       'a different key than the melee attack.',\n",
      "       'Kaho has a double jump which not only makes platforming easier but '\n",
      "       'also gives her better air control in fights.'],\n",
      " 128: ['I smacked a blue girls tiddies with a sword and they jiggled 10/10.'],\n",
      " 129: ['There were a lot of moments that lacked polish and showed there was a '\n",
      "       'lack of playtesting, such as enemies having such similar designs to '\n",
      "       'the point that you could easily confuse them for one another, to there '\n",
      "       'being awkward choke points where you take hits that feel unfair, to '\n",
      "       'probably even more if I had continued to play. - Mediocre graphics and '\n",
      "       'music.',\n",
      "       'The melee range was awkwardly short and led to a lot of unfair hits.'],\n",
      " 130: ['He adds enemies and lowers your starting health.',\n",
      "       'The bow becomes your best friend for new enemies, and helps you out if '\n",
      "       \"you're low on health.\"],\n",
      " 131: [\"The bosses make up the main real 'plot' of this game when enemy-types \"\n",
      "       \"that don't really fit are shoved all over the place (seriously, a \"\n",
      "       'floating catgirl with a scythe in a submerged dungeon?).',\n",
      "       'Wack foes with a maple leaf and upgrade our heroine across a compact '\n",
      "       'map, fighting some of the trickiest bosses in the franchise.'],\n",
      " 132: ['Come to think of it, that is actually funny and not annoying, but no '\n",
      "       'way I am going to do that fight when parents are around.'],\n",
      " 133: ['You see the same witch enemy after leaving the tutorial area (which by '\n",
      "       'the way, the tutorial consists of mostly enemies that inflict poison '\n",
      "       'on you) is seen literally throughout the game and you see one just '\n",
      "       'before the final boss.',\n",
      "       'Normal enemies are a great tutorial starting off, but will just be a '\n",
      "       'tedious mini-puzzle in each stage as the player learns the game.'],\n",
      " 134: ['The *entire* game is like this--your life bar is just an imaginary '\n",
      "       'number and the game decides you live or die from an attack based on '\n",
      "       'completely arbitrary values.'],\n",
      " 135: ['Being a prequel to the last few Momodaro games, the developers, '\n",
      "       'Bombservice, have sought to improve the combat and graphics which they '\n",
      "       'have done with flying colors.'],\n",
      " 136: ['The combat is my absolute fave like gioEHQIJakytdozkhwskhwa.'],\n",
      " 137: ['At least you can roll cancel out of the attack.'],\n",
      " 138: ['Game elements are inconsistent, with some enemies not dealing contact '\n",
      "       'damage and water being instant death in some areas, when our character '\n",
      "       'can somehow breathe underwater.'],\n",
      " 139: ['The sound design helps with this as well, and while the sounds of the '\n",
      "       'world (voices, footsteps, attacks, etc.) are fairly average, the music '\n",
      "       'girds this title with a sense of adventure.'],\n",
      " 140: [\"The armor arrowproof girl can one hit you if you don't upgrade your \"\n",
      "       'health.'],\n",
      " 141: ['Boring mechanics, you have very few attacks and items, and most of '\n",
      "       'them are completely useless (fillers...).'],\n",
      " 142: [\"A favorite track is Pardoner's Dance, a wonderful boss theme that uses \"\n",
      "       'piano to build the drama and tension of the battle.',\n",
      "       'My favorite track is \"Pardoner\\'s Dance\", which plays when you fight '\n",
      "       'Fennel (that hot gal in the white dress and the red sword).'],\n",
      " 143: [\"I didn't even use all 10 of the healing items I had in that fight, and \"\n",
      "       'I had 4 full heals in reserve just in case that got never used....'],\n",
      " 144: ['The dodge mechanic, whlie still not a big fan of it, works nicely into '\n",
      "       'the game, especially in boss fights, being not jsut a requirement but '\n",
      "       'adding to the action and reaction of many of the attacks.'],\n",
      " 145: [\"And then seemingly disappeared which makes you wonder 'Why didn't she \"\n",
      "       \"die during the first fight?'.\"],\n",
      " 146: ['I hope they put out a 5th in the series and with higher graphics and '\n",
      "       'more satisfying weapons and challenging enemies.'],\n",
      " 147: ['You can pretty much cheese almost every enemy.'],\n",
      " 148: ['Even though they have attack states?'],\n",
      " 149: ['You would dodge behind them after their attack and immediately recover '\n",
      "       'and counter your backstab.'],\n",
      " 150: [\"Altogether the attacks switched from platforming style 'jump/run from \"\n",
      "       \"the bullets' to 'just roll.'\",\n",
      "       '\"How often had I used anything other than rolling to avoid attacks?\"',\n",
      "       \"Altogether the attacks switched from platforming style 'jump/run from \"\n",
      "       \"the bullets' to 'just roll.'\"],\n",
      " 151: ['BUT you can deflect SOME projectiles with it.',\n",
      "       \"Their projectiles show some variation, but aren't very challenging.\",\n",
      "       'Ducking under most projectiles.'],\n",
      " 152: ['Or dunno I just dislike the combat in general.',\n",
      "       'The combat and level design is what really drives me away though.'],\n",
      " 153: ['There are no RPG elements of any kind, nor a wide array of weapons to '\n",
      "       'wield.',\n",
      "       \"There ain't no 20 classes of weapons, there's no armor either.\",\n",
      "       'There are no pletora of weapons or intricate stats to level up and '\n",
      "       'manage.',\n",
      "       \"There ain't no 20 classes of weapons, there's no armor either.\",\n",
      "       'There is no variety in weaponry though.'],\n",
      " 154: ['Checkpoints are carefully placed amongst challenging trap and combat '\n",
      "       'entrenched gauntlets, and while there is room for exploration amonst '\n",
      "       'its many alternate paths, Reverie slants itself towards brisk '\n",
      "       'progression with a smaller and simpler world map.',\n",
      "       'The level design actively penalizes exploration with permadeath traps '\n",
      "       'and hidden enemies, so that too often any sense of freedom or wonder '\n",
      "       \"is ripped away as you die to a hazard you couldn't have foreseen and \"\n",
      "       'run through the same set of rooms again, except this time you know '\n",
      "       'where the spikes are.'],\n",
      " 155: [\"It's by design, since it's making sure that the player understands \"\n",
      "       'essential things (like how to dodge through enemies to get behind '\n",
      "       'them), but I can see how this could turn some people off.',\n",
      "       'There has to be SOME way to prevent players from running through every '\n",
      "       \"enemy, but I don't think this is a correct way to do it.\"],\n",
      " 156: ['I wish there was a spell tree to choose from however it would make the '\n",
      "       'fights more interesting.'],\n",
      " 157: ['You might be thinking \"oh so as long as i just wait for like a full '\n",
      "       'min out of combat ill heal up?\"'],\n",
      " 158: ['The characters and the enemies were good but the enviorment was kinda '\n",
      "       'bland.',\n",
      "       'Each Character and Enemy Have their Own Personality and Substance to '\n",
      "       'them Despite any Lack of Text or Explanation.',\n",
      "       'Same goes for the characters - some have a very good style and are '\n",
      "       'fluently and naturally animated, while others, especially normal '\n",
      "       'enemies, look boring.',\n",
      "       'Your opponents look like really interesting characters, but they '\n",
      "       \"aren't fleshed out, set up properly or they often leave the scene in \"\n",
      "       'undisclosed fashion.'],\n",
      " 159: ['The story was sweet and the fights always kept me on my toes.'],\n",
      " 160: ['Platforming was never too difficult (annoying flying enemies and '\n",
      "       'continuous aside), bosses and enemies were varied and interesting, the '\n",
      "       'world is absolutely stunning, the OST stands alone, and it only takes '\n",
      "       'an afternoon to complete from start to finish.'],\n",
      " 161: ['You deal with every enemy in exactly the same way.'],\n",
      " 162: ['This is basically the \"I\\'m going to now roll back and forth\" period '\n",
      "       'of her fight.'],\n",
      " 163: ['It was something simple and predictable but enjoyable, especially that '\n",
      "       'fight in the monestary, by far best part of the game.',\n",
      "       \"But it's good, the story is simple and doesn't takes too much lines to \"\n",
      "       \"explain what's happening, simple but good combat that you upgrade at \"\n",
      "       'the same time you progress through the story, nice pixel art and '\n",
      "       'sound, a simple metroidvania that everyone can enjoy.',\n",
      "       'It is short, but a treat to play given its satisfying combat, and was '\n",
      "       'only helped by its compelling story and characters.'],\n",
      " 164: ['Your weapon of choice?',\n",
      "       'Oh, that weapon, by the way?',\n",
      "       \"There'll be no turning back once you're off, so choice is vital; there \"\n",
      "       'must be SOME weapon that can do the job.',\n",
      "       'Though the \"true ending\" which I didn\\'t know about at the time, is '\n",
      "       'about getting your best weapon.'],\n",
      " 165: ['You can tell what everything is suppose to be and even as sprites all '\n",
      "       'the enemies and npc(s) emote enough so you can tell if someone is sad, '\n",
      "       'angry, or whatever they are doing.'],\n",
      " 166: ['I respawned a million times at the first save point (within the '\n",
      "       'tutorial part) and had to play the last half of the tutorial over and '\n",
      "       'over again just because I died again and again as soon as enemys came '\n",
      "       'who actually did something.'],\n",
      " 167: ['The enemies looks stupid : what seems to look like an underage girl '\n",
      "       'without shirt that is jumping arround?'],\n",
      " 168: ['One criticism is that the little white bubble that momentarily appears '\n",
      "       'when you are charging your bow is the same thing that is supposed to '\n",
      "       'give you warning of certain attacks, and when they are attacks that '\n",
      "       'spawn below you, it can lead to some frustration.'],\n",
      " 169: ['This is even more impressive given that they have managed to eschew '\n",
      "       'the typical oversexualization common in the genre, (Yes, there is a '\n",
      "       \"battle with a giant woman's breasts, but it isn't fetishized the way \"\n",
      "       'that many developers would play it.)'],\n",
      " 170: ['I also feel as though there was also a couple of bullshit moments with '\n",
      "       'the enemy placement in the later levels; The one I remember most is '\n",
      "       'that damn witch in the sewers.'],\n",
      " 171: ['None of these really help you explore the world like say Missiles, '\n",
      "       'Super Missles, Bombs, Gravity suit.'],\n",
      " 172: ['Control : I was playing with keyboard and I have problem about jumping '\n",
      "       'as I normally press S (some game made me got used to press A attack '\n",
      "       'and S as jump)kinda make me mad a bit.'],\n",
      " 173: ['Makes killing enemies entirely useless.',\n",
      "       'Melee combat is useless.',\n",
      "       'You only have a single attack throughout the entire game, and the '\n",
      "       'useless bow you will never use.'],\n",
      " 174: [\"Heck, there's an item that increases your attack by 100% temporarily \"\n",
      "       'for the cost of some health.',\n",
      "       'Sometimes attacks would go through enemies but your animation lock '\n",
      "       'will make get you in contact and take dmg which is always about 50% of '\n",
      "       'your total health.',\n",
      "       'They dish out attacks that deal huge amounts of health, some attacks '\n",
      "       \"can easily cut 50% of your health if you haven't been picking up the \"\n",
      "       'max health increasing items.',\n",
      "       'Sometimes attacks would go through enemies but your animation lock '\n",
      "       'will make get you in contact and take dmg which is always about 50% of '\n",
      "       'your total health.',\n",
      "       'But the balance is more towards generic enemies do a ton of dmg per '\n",
      "       'hit.'],\n",
      " 175: ['I dont recommend playing on \"Hard\" on the first try, since a lot of '\n",
      "       'attacks are one hit kill, even with health upgrades.',\n",
      "       'The hard difficulty was not really \"hard\", considering a high density '\n",
      "       'of the save points and that there are not much attacks that one-shot '\n",
      "       'our character.'],\n",
      " 176: ['Beautiful pixel art and design: backgrounds, character sprites, '\n",
      "       'enemies, look great.',\n",
      "       'The sprites for Kaho and the enemies take up a much larger amount of '\n",
      "       'the screen and are beautifully detailed.',\n",
      "       'The art is very nice, the sprites done very well, the animation of the '\n",
      "       'attacks and everything else is great too!',\n",
      "       'Sprites are big, expressive and detailed (really loving the enemy '\n",
      "       'designs!) and most environments are extremely polished as well.'],\n",
      " 177: ['Only two weapons so combat never changes and becomes monotonous near '\n",
      "       'the end.',\n",
      "       'The combat never evolves.',\n",
      "       'Only two weapons so combat never changes and becomes monotonous near '\n",
      "       'the end.'],\n",
      " 178: [\"Additionally there aren't that many items that can't just be \"\n",
      "       'purchased, so there are no avenues containing something '\n",
      "       \"interesting/equippable like Alucard's weapons or armors or cards.\",\n",
      "       'Even though there are numbers of items, only few are used and lacking '\n",
      "       'in enemy designs do not help with the matter.'],\n",
      " 179: ['I then pulled out the godslayer greatbow and shot her in the head 5 '\n",
      "       \"times and had a major anticlimax, because she's a fun fight despite \"\n",
      "       'all the asspulls of getting hit ONCE and having to retry.'],\n",
      " 180: [\"Honestly, Momodara's enemy design turned me off at first, (Giant anime \"\n",
      "       'ti$$ies!!!!)'],\n",
      " 181: ['Has i-frames. has replenishable heals. has triggerable checkpoints. '\n",
      "       'has decent enemy design. is kinda gritty.'],\n",
      " 182: [\"Tainted missive's additional two stacks from generic anime waifu \"\n",
      "       'protagonist lets you proc the necklace without additional setup, '\n",
      "       'allowing you to oneshot almost every common enemy in the game.'],\n",
      " 183: ['The best has to be the final battle against the Queen (not a spoiler '\n",
      "       'since the game tells you it\\'s \"her fault\" for the curse) fairly early '\n",
      "       'on...outside of saying you need to find her.'],\n",
      " 184: ['The story is fairly dry and bread crumbed but with a mostly female '\n",
      "       \"cast of enemies and npc's there is still some uniqueness to this \"\n",
      "       'otherwise pretty standard game for its genre.'],\n",
      " 185: ['Its combat and its exploration can be a little weak and frustrating '\n",
      "       'though (if you took them on their own merit alone).',\n",
      "       \"The heroine's attacks feel weighty, and the simple combat system hides \"\n",
      "       'a lot of depth.'],\n",
      " 186: ['When you avoid dying by rolling away from an enemy, you feel pretty '\n",
      "       'cool with yourself.'],\n",
      " 187: ['Unlike preceding games, Kaho can now roll to get behind enemies to hit '\n",
      "       'them from behind and pass otherwise undodgeable attacks unscathed.',\n",
      "       'Unlike preceding games, Kaho can now roll to get behind enemies to hit '\n",
      "       'them from behind and pass otherwise undodgeable attacks unscathed.',\n",
      "       'Following Kaho from corner to corner of Karst will require players to '\n",
      "       'master the combat mechanics to traverse and survive this daunting '\n",
      "       'task.'],\n",
      " 188: ['The mechanics are simultaneously imprecise and unforgiving, with '\n",
      "       'combat that feels sloppy and ungratifying.',\n",
      "       'It never ends up in the right position, and, combined with the '\n",
      "       'ridiculous forward momentum on the melee, the combat feels graceless '\n",
      "       'and greasy.',\n",
      "       'Combat aside, the movement in the game felt just right; tight, and not '\n",
      "       'too slow or fast.',\n",
      "       'It never ends up in the right position, and, combined with the '\n",
      "       'ridiculous forward momentum on the melee, the combat feels graceless '\n",
      "       'and greasy.'],\n",
      " 189: ['No gimmicks or cheats in the combat, no superflashy screen effects to '\n",
      "       'distract or cover up the action.'],\n",
      " 190: ['Stunlock and arrow your enemies before they have time to contemplate '\n",
      "       'their existence.',\n",
      "       'This means you cant be strolling along willy nilly and you gotta take '\n",
      "       'each group of enemies on with care and strategy.'],\n",
      " 191: [\"And don't fear the enemies they just look creepy.\"],\n",
      " 192: ['Her attacks are barely telegraphed if at all, making dodging them hard '\n",
      "       'if not outright impossible.',\n",
      "       \"They're slow, the attacks are all easily avoided, the telegraphing is \"\n",
      "       'extremely inconsistent.'],\n",
      " 193: ['There is one room in particular, not too far after the first boss, '\n",
      "       'where your character and the enemies are reflected in the water.'],\n",
      " 194: ['The combat system is very different from the previous games in the '\n",
      "       'series.'],\n",
      " 195: ['I feel like the devs have put a lot of effort into Cath, I genuinely '\n",
      "       'felt connected to her for the most part, especially when fighting side '\n",
      "       'by side.'],\n",
      " 196: [\"Can't interupt roll or attacks.\"],\n",
      " 197: [\"I have no clue how much this game might open up later (I'm already too \"\n",
      "       'annoyed at it to continue now) but the line \"Exciting action gameplay: '\n",
      "       'pull off impressive combos, dodge attacks, and skewer enemies with '\n",
      "       'arrows\" is laughable.',\n",
      "       'As you walk across the first set of rooms, a quick exposition teaches '\n",
      "       'you all you need to know from the start to the last room of the game: '\n",
      "       'jump higher, jump through thin ledges, roll past enemies, dodge '\n",
      "       'attacks, use quick items, etc.',\n",
      "       \"Essentially it's just a 2D timing/attack action game, where you have \"\n",
      "       'to dodge correctly, choose between range and melee, and navigate a '\n",
      "       'simple maze.',\n",
      "       'As you walk across the first set of rooms, a quick exposition teaches '\n",
      "       'you all you need to know from the start to the last room of the game: '\n",
      "       'jump higher, jump through thin ledges, roll past enemies, dodge '\n",
      "       'attacks, use quick items, etc.',\n",
      "       \"I have no clue how much this game might open up later (I'm already too \"\n",
      "       'annoyed at it to continue now) but the line \"Exciting action gameplay: '\n",
      "       'pull off impressive combos, dodge attacks, and skewer enemies with '\n",
      "       'arrows\" is laughable.',\n",
      "       'Its fluid, fast, and the ability to change between a short range and '\n",
      "       'long range attacks make the game a lot of fun.',\n",
      "       'I was stunned and delighted to find that this game is leaps and bounds '\n",
      "       'ahead of the previous while still maintaining all of the satisfying, '\n",
      "       'simple, and challenging combat and encounters.'],\n",
      " 198: ['When fighting against some enemies and bosses it may have been hard to '\n",
      "       'tell exactly where to dodge but none of the hits ever felt unfair.',\n",
      "       'I did not like how hard it was to dodge enemies, and I did not like I '\n",
      "       \"couldn't block anything.\",\n",
      "       'I find myself unfairly taking damage or dying to an enemy I had no '\n",
      "       'idea was there.',\n",
      "       'The only problem I have with it, is that fighting enemies is '\n",
      "       'needlessly unfair.'],\n",
      " 199: [\"The world, bosses, enemies, complexity, it would've benefited so much \"\n",
      "       'from things just being added all over the place.'],\n",
      " 200: ['No finding an elemental weakness, no finding a chink in the armor, no '\n",
      "       'using terrain, no selecting the right item, no blocking, countering, '\n",
      "       'or even picking a different attack.',\n",
      "       'No finding an elemental weakness, no finding a chink in the armor, no '\n",
      "       'using terrain, no selecting the right item, no blocking, countering, '\n",
      "       'or even picking a different attack.'],\n",
      " 201: ['The open-endness of the world makes you feel like you can explore '\n",
      "       'everything at your own pace: At some point I entered a path where I '\n",
      "       'found enemies that scared the hell out of me, so I went back and '\n",
      "       'explored other parts of the map until I felt more ready (AKA '\n",
      "       'power-ups).'],\n",
      " 202: ['Every enemy hits like a truck.'],\n",
      " 203: [\"One of the best Metroid-vania games I've played and a great blend of \"\n",
      "       'both the exploration and combat that come from the games that give the '\n",
      "       \"genre it's namesake.\",\n",
      "       \"It's a Metroid-Vania game with 2D souls-styled combat.\",\n",
      "       'The gameplay itself is a Metroidvaina type game with the combat and '\n",
      "       'narrative aspects of the dark souls games.',\n",
      "       'I played it on hard, and it was basically a melee-focused metroid game '\n",
      "       'with awesome graphics, a Dark Souls way of telling the story and '\n",
      "       'plenty of awesome characters.',\n",
      "       'A metroid-vania with simple controls and brutally hard bossfights (and '\n",
      "       'areas in general), savepoints dotted around for full heals, and a '\n",
      "       'focus on melee and certain spells from what I recall of the little I '\n",
      "       'played of them.',\n",
      "       'I had previously played Minoria before this; a spinoff inspired by the '\n",
      "       'series, so I was familiar with its Metroidvania-esque gameplay, combat '\n",
      "       'system, and atmosphere.',\n",
      "       'It takes things like the bonfire- and estus-system, tragic and vague '\n",
      "       'character stories you might expect from a game in the soulsborne-style '\n",
      "       'and applies it to beautiful pixelart, a stellar soundtrack and a '\n",
      "       'simple but satisfying combat system and and turns into one of the most '\n",
      "       \"enjoyable Games I've played in a while.\"],\n",
      " 204: ['Some enemies are also very well drawn and fit in the environment.',\n",
      "       \"It's very smooth, the enemies are diverse, the environment is also \"\n",
      "       'very varied and never disappoints.',\n",
      "       'Environment, enemies, and bosses are well designed too.',\n",
      "       'Enemy and environment sometimes match world palette. -'],\n",
      " 205: ['For example, one individual, the arsonist, cannot be attacked with '\n",
      "       'melee.'],\n",
      " 206: [\"There's a fight where the boss lights her sword with the exact same \"\n",
      "       'animation as using Charcoal Pine Resin in dark souls.',\n",
      "       'In particular, one of the humanoid bosses has an attack in their '\n",
      "       'seconds phase in which they dash towards you, swing their sword twice, '\n",
      "       'and then spin across half the screen.',\n",
      "       'You attack with a weapon that seems like it wouldnt work, but when '\n",
      "       'your character cuts an imp in half and the screen shakes you suddenly '\n",
      "       'realize she isnt to be messed with.',\n",
      "       \"There's a fight where the boss lights her sword with the exact same \"\n",
      "       'animation as using Charcoal Pine Resin in dark souls.',\n",
      "       'In particular, one of the humanoid bosses has an attack in their '\n",
      "       'seconds phase in which they dash towards you, swing their sword twice, '\n",
      "       'and then spin across half the screen.'],\n",
      " 207: ['\"It\\'s like Dark Souls, only in 2D. The enemies are too hard\" 2 words: '\n",
      "       'GIT GUD.'],\n",
      " 208: ['Will I be hurt by touching an enemy or not?'],\n",
      " 209: ['Strangely, spamming her caused her to do almost no damage, until the '\n",
      "       'game decided nope, she OHK you with the same attack.'],\n",
      " 210: ['Since there are no other weapons, exploring the castle unlocks new '\n",
      "       'traversal options that add variety to the combat in interesting ways, '\n",
      "       \"and like any well-designed Metroidvania, it's fun and satisfying to \"\n",
      "       'explore to find new relics and upgrades.',\n",
      "       'Since there are no other weapons, exploring the castle unlocks new '\n",
      "       'traversal options that add variety to the combat in interesting ways, '\n",
      "       \"and like any well-designed Metroidvania, it's fun and satisfying to \"\n",
      "       'explore to find new relics and upgrades.',\n",
      "       'When you want to give some props in that category, then for the castle '\n",
      "       'complex.'],\n",
      " 211: ['Reverie Under the Moonlight is a cutesy pixel Metroidvania game with '\n",
      "       'few memorable boss battle with suitable background music while you '\n",
      "       'hack and slash your way to the next boss battle, which you need the '\n",
      "       \"skill to dodge the attack because you'll be doing a lot of trial and \"\n",
      "       'error even tho the game is short but there is a few flaws on the game, '\n",
      "       'the level design is alright but can be irritated later on, in a '\n",
      "       'certain point in the game you have to go back to the beginning so you '\n",
      "       \"can go to the next area, you'll be climbing a lot of ladder or jumping \"\n",
      "       'on bouncy pink jelly, overall the game is good and worth getting it.',\n",
      "       'Reverie Under the Moonlight is the fourth entry in the Momodora '\n",
      "       'series, a side-scrolling platformer focused on action gameplay, with '\n",
      "       'melee combos, dodge mechanics and a plethora of items and spells to '\n",
      "       'unleash upon your enemies.',\n",
      "       'Reverie Under The Moonlight is for you; the game is really fluid, '\n",
      "       'intuitive and the battle system is well made, the music is just '\n",
      "       \"wonderful, and Pardoner's Dance is what made me fall in love with the \"\n",
      "       'game; the graphics are gorgeous, and even though the game is quite '\n",
      "       'short, backtracking in order to find all the items is still enjoyable.',\n",
      "       'Reverie Under The Moonlight is a pixel art, metroidvania, platforming, '\n",
      "       'action-adventure game with an anime type style, you play as a '\n",
      "       'priestess who sets out to save the world from a curse with just a leaf '\n",
      "       'for a weapon, you meet interesting characters along the way and '\n",
      "       'traverse a very intricate world.',\n",
      "       'Reverie Under the Moonlight is a solid platformer, with a focus on '\n",
      "       'melee combat using a leaf, of all things.',\n",
      "       'Reverie Under the Moonlight is the fourth entry in the Momodora '\n",
      "       'series, a side-scrolling platformer focused on action gameplay, with '\n",
      "       'melee combos, dodge mechanics and a plethora of items and spells to '\n",
      "       'unleash upon your enemies.'],\n",
      " 212: ['Your character learns a few extra moves that make combat more '\n",
      "       \"interesting until you realize they don't add much to the experience.\",\n",
      "       'The dodge move also gives additional depth into battles without making '\n",
      "       'it too complicated.',\n",
      "       'Most of the powerups are more about increasing combat ability than '\n",
      "       'about movement and exploration.'],\n",
      " 213: ['The combat is standard throughout as well; you get to start out as a '\n",
      "       'novice and practice up to being a master by the end of the game.',\n",
      "       'The equipment you start with at the beginning of the game is '\n",
      "       'essentially all you get in the way of a core experience so no new '\n",
      "       'weapons to tinker with.'],\n",
      " 214: ['Some gal in a white dress pulled a blood-red sword on me and danced '\n",
      "       'all over my ass to some sexy piano music.'],\n",
      " 215: ['Props to the dev team!'],\n",
      " 216: ['Sometimes I wish the Pardoner had been the final boss because her '\n",
      "       \"fight is so much more exciting than the actual villain's.\"],\n",
      " 217: ['Maybe my inexperience with combat-oriented Metroidvanias is showing '\n",
      "       'but I wasted way too much time trying to kill everything and '\n",
      "       'constantly dying in this zone, and even when I shifted focus to just '\n",
      "       'getting through without dying, it was still painful.'],\n",
      " 218: ['The fights were impressively animated and designed, with tight '\n",
      "       'controls and fair i-frames in rolling/dashing (in Easy mode the '\n",
      "       'i-frames are even more generous).'],\n",
      " 219: ['You passed two and a half locations, discover some secrets, buying and '\n",
      "       'changing equipment, killing enemies for the gold, and then '\n",
      "       'accidentally died, because there is nowhere to fill your health?'],\n",
      " 220: ['Unlike the animal transformations in other games you can actually keep '\n",
      "       'using this form to fight enemies, you just lose access to your bow '\n",
      "       '(the cat holds the leaf in its mouth).',\n",
      "       'Character development is nonexistent but on the plus side you get to '\n",
      "       'beat up enemies with a Maple leaf, sometimes while transformed as a '\n",
      "       'cat.'],\n",
      " 221: ['I really like the dodge mechanic that when timed right can make you '\n",
      "       'avoid any attack.'],\n",
      " 222: ['And I knew enemy patterns and locations, so it was made a little '\n",
      "       'easier.'],\n",
      " 223: ['Attacking roots your movement, which feels a little outdated.'],\n",
      " 224: [\"A lot of enemies' attacks are telegraphed very poorly.\",\n",
      "       'Attack telegraphing is poor to nonexistent, and enemies do a truckload '\n",
      "       \"of damage, so that you're usually dead in 1-3 hits even from the most \"\n",
      "       'common enemies with instant kill surfaces everywhere and bosses that '\n",
      "       \"can and will constantly one shot you, again, with attacks that aren't \"\n",
      "       'telegraphed.',\n",
      "       'At Hard most of the enemies will kill you with two attacks, but it '\n",
      "       \"isn't frustrating 'cause the attacks are telegraphed.\",\n",
      "       'Attack telegraphing is poor to nonexistent, and enemies do a truckload '\n",
      "       \"of damage, so that you're usually dead in 1-3 hits even from the most \"\n",
      "       'common enemies with instant kill surfaces everywhere and bosses that '\n",
      "       \"can and will constantly one shot you, again, with attacks that aren't \"\n",
      "       'telegraphed.',\n",
      "       'Almost all attacks the bosses have are telegraphed before they come '\n",
      "       'out, making it feel fair whenever you receive damage.',\n",
      "       \"A lot of enemies' attacks are telegraphed very poorly.\",\n",
      "       'Poorly telegraphed attacks/form changes leave you open more often than '\n",
      "       'not during boss fights, leading to more than necessary deaths.',\n",
      "       'At Hard most of the enemies will kill you with two attacks, but it '\n",
      "       \"isn't frustrating 'cause the attacks are telegraphed.\",\n",
      "       'Bosses are well done, most attacks are well telegraphed.',\n",
      "       'Attack telegraphing is poor to nonexistent, and enemies do a truckload '\n",
      "       \"of damage, so that you're usually dead in 1-3 hits even from the most \"\n",
      "       'common enemies with instant kill surfaces everywhere and bosses that '\n",
      "       \"can and will constantly one shot you, again, with attacks that aren't \"\n",
      "       'telegraphed.',\n",
      "       \"It's a lot easier once you realize that every enemy telegraphs their \"\n",
      "       'next move in some way, many of those being a white circle the pulses '\n",
      "       \"outward (easy to miss if you're not looking for it).\",\n",
      "       'Enemy attacks are clearly telegraphed and always dodgeable if you pay '\n",
      "       'attention.',\n",
      "       'Enemy attacks, while quick, are all telegraphed, giving you a good '\n",
      "       'indication of what to expect.',\n",
      "       'Perhaps this is intentional, as it made enemy attack patterns get '\n",
      "       'easier to predict.'],\n",
      " 225: ['Be careful when looking at the minimap with Select on the controller '\n",
      "       \"(I'm not sure of the keyboard command), as the screen is NOT paused \"\n",
      "       'and enemies can still attack.'],\n",
      " 226: ['There are no upward or downward strikes but you do get a bow to plink '\n",
      "       'away with indefinitely, as well as some upgrades to its attacks as you '\n",
      "       'progress.'],\n",
      " 227: ['I loved that they chose a four leaf clover to be used as a weapon.'],\n",
      " 228: ['The hitbox is sweet and precise and you can feel the great force of '\n",
      "       'every attack you try to land.',\n",
      "       \"There's also a unique ability where you can turn into a cat, giving \"\n",
      "       'you a small hitbox so that you can fit into tight spaces and better '\n",
      "       'dodge enemy attacks.'],\n",
      " 229: ['Scratches all the right itches of exploring, collecting, and '\n",
      "       'fighting.'],\n",
      " 230: ['You start the game with the ability to double jump and dash, which '\n",
      "       'grants you invulnerability frames, and in terms of navigational '\n",
      "       \"capacity you won't unlock much: only a cat form, which allows you to \"\n",
      "       'access smaller places; and an aerial dash, which makes platforming and '\n",
      "       'fighting easier without actually opening up any new areas.'],\n",
      " 231: [\"'Cuz dem battles are kewl yo, and I don't wanna keep loading back \"\n",
      "       'after I beat the game to fight them again :c. tl;dr.'],\n",
      " 232: ['In theory good game in praxis too many Instant Death spikes, pits and '\n",
      "       'attacks to be enjoyable.'],\n",
      " 233: ['Souls like but not that hard(also contains difficulty settings); very '\n",
      "       \"good quality on its pixel art and won't let you miss anything should \"\n",
      "       'be saw (enemy and its attacks, background can be easily identified); '\n",
      "       'and very good balance on play pacing.',\n",
      "       'Souls like but not that hard(also contains difficulty settings); very '\n",
      "       \"good quality on its pixel art and won't let you miss anything should \"\n",
      "       'be saw (enemy and its attacks, background can be easily identified); '\n",
      "       'and very good balance on play pacing.',\n",
      "       'At the same time it gets easier as you play and get used to the '\n",
      "       'controls and enemy mechanics like that of the souls series.'],\n",
      " 234: ['But after 20 minutes of no save point and then got 1hit killed by '\n",
      "       'enemy really make me want to quit playing this game.',\n",
      "       'I found myself going out of the way to run through the game without '\n",
      "       'killing enemies, without dying, and also eventually on the highest '\n",
      "       'difficulty.'],\n",
      " 235: ['The mini-boss in Karst City is very fun and really helps drive in '\n",
      "       'early that rolling is great and jumping over attacks is also very much '\n",
      "       'viable.'],\n",
      " 236: ['Cat mechanics are not well used, combat is not exciting (last boss is '\n",
      "       'ridiculously easy) and the soundtrack is boring.',\n",
      "       \"There aren't many attack options, very few enemy variety, it's very \"\n",
      "       \"short and the story is kinda average, soundtrack also didn't catch my \"\n",
      "       'attention.'],\n",
      " 237: ['The first one is the most difficulat, featuring two different '\n",
      "       'characters with hard to read attacks, the second one boils down to a '\n",
      "       'guessing game similar to 1 ball 3 cups, and the last one is a cakewalk '\n",
      "       'that ends the game completely anitclimactically.'],\n",
      " 238: ['For most new rooms, I ended up cheesing my way through '\n",
      "       'WTAROSOTNWTTVSWLR by firing arrows at every height I could just to '\n",
      "       'identify where an enemy \"might\" be via rumbles in my controller.'],\n",
      " 239: ['Load outs can be varient between defense, exploring, or offence.'],\n",
      " 240: [\"NG+ didn't change that much as I played it, some enemy placements \"\n",
      "       'pretty much.'],\n",
      " 241: ['Enemies/bullets that appear from nowhere, forcing you to memorize '\n",
      "       'their locations.',\n",
      "       \"Once you venture far enough you're told to gather a total of 4 \"\n",
      "       'fragments (actually 3, since you collect one right then) of an item '\n",
      "       'which for some reason are guarded by the very enemies of the Queen '\n",
      "       'and/or Church (the Pardoner and Derelict respectively, and the '\n",
      "       'Arsonist would qualify as both).',\n",
      "       'Enemies/bullets that appear from nowhere, forcing you to memorize '\n",
      "       'their locations.'],\n",
      " 242: [\"It's not the longest platformer I've played, but I LOVED the easy to \"\n",
      "       'pick up combat, and the art style and ambiance of the map.',\n",
      "       'When I first played it, the exploration, combat, and story were second '\n",
      "       \"to nothing I'd seen at the time, and it still very much holds up now.\"],\n",
      " 243: ['Attack from behind insta death.'],\n",
      " 244: ['Her dodge roll grants great invulnerability and should allow getting '\n",
      "       'past all attacks unscathed (I hear this is a requirement in Lunatic '\n",
      "       'difficulty), but should you take a hit you have your estus flas-'],\n",
      " 245: ['Neither do the enemy placements.'],\n",
      " 246: ['People had different claims about: duration of the game, useless '\n",
      "       \"power-up's, annoying enemies, level design, pixel jumps and some bugs \"\n",
      "       'on bosses (attacks animations, attacks of enemies from behind the '\n",
      "       'locked screen), but the main problem is in the working with the genre.',\n",
      "       'People had different claims about: duration of the game, useless '\n",
      "       \"power-up's, annoying enemies, level design, pixel jumps and some bugs \"\n",
      "       'on bosses (attacks animations, attacks of enemies from behind the '\n",
      "       'locked screen), but the main problem is in the working with the genre.',\n",
      "       'The shortage of RPG-ey stat ups means enemy design relies on more than '\n",
      "       'just numbers to ramp up the challenge, while still keeping the numbers '\n",
      "       'in check for most playthroughs.',\n",
      "       'Cheap level design, uninspired powerups, annoying enemies.',\n",
      "       'People had different claims about: duration of the game, useless '\n",
      "       \"power-up's, annoying enemies, level design, pixel jumps and some bugs \"\n",
      "       'on bosses (attacks animations, attacks of enemies from behind the '\n",
      "       'locked screen), but the main problem is in the working with the '\n",
      "       'genre.'],\n",
      " 247: ['Most of my deaths in RUtM resulted from misplaying against enemies '\n",
      "       'rather than the dreaded pitfalls of Momodora III, which to me was far '\n",
      "       'less frustrating.',\n",
      "       'The last negative is something I touched on before, enemy encounters '\n",
      "       'tend to feel rather samey, though killing stuff remains fun enough.'],\n",
      " 248: ['The leaf by comparison is borderline suicidal with a pretty bad return '\n",
      "       'on investment because of occasional soft counter-attacks in melee '\n",
      "       'range, lack of passive item support and forced movement when '\n",
      "       'slashing.'],\n",
      " 249: ['These items come in two categories; the consumables that get '\n",
      "       'replenished on the save points (like Estus Flasks and Bonfires in Dark '\n",
      "       \"Souls), and the equippables that change you or your attacks' \"\n",
      "       'properties in some fashion.',\n",
      "       'Variety comes in the form of active use items and passive items, which '\n",
      "       'let you change the properties of your attacks, increased the amount of '\n",
      "       'money you find, or trade health for a temporary damage boost.',\n",
      "       'Lots of upgrades and items for various movement, attacks, protection, '\n",
      "       'and healing.',\n",
      "       \"There's all kind of accessories that do things like add fire to your \"\n",
      "       \"attacks, serve as a magnet for coins, give a beep if you're in a room \"\n",
      "       'with a secret item and much more.',\n",
      "       'Equip-able items also makes a return with some added stat based '\n",
      "       'benefits like add poison to attacks.',\n",
      "       \"You're able to spice things up with passive items that affect certain \"\n",
      "       'things regarding money, attacking, etc.'],\n",
      " 250: ['Easy to bypass enemies once you know where they are.',\n",
      "       \"It's also pretty easy to simply bypass all the enemies by spamming \"\n",
      "       'dodge or arrows once you know where they are in a room.',\n",
      "       \"It's also somewhat easy, since the moment you close the gap on enemies \"\n",
      "       'you can stunlock the common ones pretty easily.',\n",
      "       'Enemies and bosses are very telegraphed, therefore learning to beat '\n",
      "       'them is quite intuitive and easy.',\n",
      "       'The bosses that you encounter are fairly easy to understand, with '\n",
      "       'patterns in their attacks being common.',\n",
      "       'My one gripe with the game is that the instant you learn the attacks '\n",
      "       'of bosses they become relatively simple, even on Insane.',\n",
      "       \"Difficulty-wise, I think it's moderate, leaning to easy, since the \"\n",
      "       'attack patterns of monsters & bosses are easy to learn and dodge once '\n",
      "       'you figured them out.',\n",
      "       'The enemy patterns are fairly simple, with the bosses only having a '\n",
      "       'few patterns each.'],\n",
      " 251: ['Your only two weapons remain nearly the same throughout the whole '\n",
      "       'game.'],\n",
      " 252: ['It aims to scratch the difficult medtroidvania itch, and succeeds at '\n",
      "       'the endeavor with clever soulslike combat.',\n",
      "       'It backs it up with a steep difficulty curve and methodical combat, of '\n",
      "       'course, and tops it with a helping of metroidvania design, which '\n",
      "       'results in a very sweet and regrettably short romp through an accursed '\n",
      "       'land.'],\n",
      " 253: [\"Because both attacks have very real benefits and drawbacks, you're \"\n",
      "       'going to want to switch between them as the situation changes, which '\n",
      "       'keeps combat interesting.',\n",
      "       \"Because both attacks have very real benefits and drawbacks, you're \"\n",
      "       'going to want to switch between them as the situation changes, which '\n",
      "       'keeps combat interesting.'],\n",
      " 254: ['You have to platform your way around enemies and their projectiles to '\n",
      "       'kill them, which makes every single room a unique combat experience.',\n",
      "       'Its a challenging 2D platformer with a lot of secrets to find, a big '\n",
      "       'variety of items, enemies and bosses.',\n",
      "       \"Otherwise, there's just a big map to explore, plenty of bosses to \"\n",
      "       'fight, and enemies to beat up that stand in your way.',\n",
      "       'Design-wise, the game focuses on exploring each area to find enemies '\n",
      "       'to kill, bosses to challenge, and shortcuts to get around faster.',\n",
      "       \"There's plenty of room to explore and find items that can change how \"\n",
      "       'you combat enemies.',\n",
      "       'Still, you get to explore a variety of locations with a lot of '\n",
      "       'verrying enemies to face.',\n",
      "       'The platforming for this game is wonderful and you really have to plan '\n",
      "       'out your movements and attacks on enemies the second you enter a room.',\n",
      "       'Great active and passive item system to combat the different varieties '\n",
      "       'of enemies and bosses.',\n",
      "       'Tight controls, tons of well hidden secrets, large variety of common '\n",
      "       'enemies and boss fights.',\n",
      "       'The platforming for this game is wonderful and you really have to plan '\n",
      "       'out your movements and attacks on enemies the second you enter a room.',\n",
      "       'One that is longer so it actually has some space for more weapon, '\n",
      "       'enemy and boss variety as well as adding more challenge.',\n",
      "       'Each room and enemy was designed well and fairly quickly you learn how '\n",
      "       'to fight each enemy and progress through each room - another element '\n",
      "       'of Metroidvania games it handles well, in that handling each room is '\n",
      "       'sort of like a puzzle.',\n",
      "       'You have to platform your way around enemies and their projectiles to '\n",
      "       'kill them, which makes every single room a unique combat experience.',\n",
      "       'One that is longer so it actually has some space for more weapon, '\n",
      "       'enemy and boss variety as well as adding more challenge.',\n",
      "       'The gameplay consists of traversing through different locations, '\n",
      "       'fighting enemies, exploring every nook and cranny for secrets and '\n",
      "       'fighting area bosses.'],\n",
      " 255: ['Every fight I am soo close to death.'],\n",
      " 256: ['Props to the developer for being very welcoming and involved with '\n",
      "       'speedrunners and providing them with any hidden information needed to '\n",
      "       'make learning how to speedrun a great experience.']}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['So you have a melee attack and a ranged attack.',\n",
       " 'Fun game with great visuals and satisfying combat.',\n",
       " 'Fun and challenging enemies, especially the bosses.',\n",
       " 'Combat has a nice visceral feel to it.',\n",
       " 'Few variety of enemies.',\n",
       " 'This is a great MetroidVania with some interesting combat and a compelling in game universe.',\n",
       " 'Except using a bow and your leaf to attack enemies, consumables option and even some handy items/spells you can use during combat.',\n",
       " \"I really tried to like this game, but I can't find any redeeming qualities - the combat is basic and not very satisfying, the platforming feels unresponsive, the story (at least as far as I played) seems non-existant...\",\n",
       " 'This game is fun, yet challenging, and I will admit that I am having some trouble adapting to the enemies attacks, and it leads to a quick death.',\n",
       " 'The reason is that you will turn your bow from a decent secondary option, into your main weapon that destroys most bosses and enemies with little effort.',\n",
       " 'The combat is simple, but offers a decent challenge.',\n",
       " 'Its not that the bosses are too crazy or anything, its just that every enemy attack deals a considerable amount of damage while your healing is pretty limited, although it gets better over time, mostly after you unlock the air-dodge.',\n",
       " 'Though Momodora is a sidescroller it does not shy away from featuring a great combat system, melee and ranged attacks along with dodging, the simplicity of the combat is really what makes it shine.',\n",
       " \"I'd much rather have a 10 attacks chaining themselves coming after me if it means they don't oneshot me rather than one,easy to avoid attack that oneshots me just because it's so easy to avoid usually that I just wasn't paying attention and got bored from spamming.\",\n",
       " 'Dark Souls like combat. - Fluid Animations. - Challenging Bosses and Enemies. -',\n",
       " \"The only real problems I had with the gameplay was the tendency of the games boss enemies to feel a bit to heavy centered around trial and error, as not understanding how the boss' attacks work can get you instantly killed.\",\n",
       " 'You have to platform your way around enemies and their projectiles to kill them, which makes every single room a unique combat experience.',\n",
       " \"Multiple different ways to engage enemies and take them out efficiently, you won't go into every fight the exact same way.\",\n",
       " \"The only thing I didn't like was the painfully long frames when you hit something, meaning you could get attacked during your attack.\",\n",
       " 'You get items that can help you in combat and different abilities that also help.',\n",
       " 'Controls pretty well and all, but the combat is just boring.',\n",
       " \"Combat consists of fast-paced melee with Priestess Kaho's leaf blade and ranged attacks with her bow.\",\n",
       " \"Attack telegraphing is poor to nonexistent, and enemies do a truckload of damage, so that you're usually dead in 1-3 hits even from the most common enemies with instant kill surfaces everywhere and bosses that can and will constantly one shot you, again, with attacks that aren't telegraphed.\",\n",
       " \"While rolling, you cannot be hit, but if your roll stops while you're 'in' an enemy, you will take damage.\",\n",
       " \"On top of that, there's not much variety in attacking and attacks lock you into animation frames, which can leave you vulnerable mid-attack when you need to evade.\",\n",
       " 'Enemy placement is smart, so an enemy that is easy to defeat at first might be harder in future rooms.',\n",
       " \"There's different visual effects for a lot of abilities and enemies.\",\n",
       " \"The game is not particularly long (it's runnable in under 4 hours easily if you aren't stopping to explore), however the time I played the game packed challenging and fun fights (the combat borrows from Dark Souls a lot), a great creepy-cute atmosphere, and an impeccable soundtrack.\",\n",
       " 'The characters and enemies are interesting and have a good design.',\n",
       " 'The spooky music and enemies, the graphics, texture, style of combat.',\n",
       " 'Combat and platforming are both fluid and responsive, and there is a good variety of items and spells to play around with.',\n",
       " 'The melee attacks look powerful and can stun most enemies; her movements are accounted for with running, coming to a stop, dodging, idling, and so on; and the enemies were given the same amount of care for their own attacks such as Pardoner Fennel (amazing).',\n",
       " 'Certain rooms have enemies appear on top of you, leading to cheap deaths for those playing for the first time around.',\n",
       " 'Combat is well animated, but a chore and the story feels unfinished.',\n",
       " 'Unlike Dark Souls, where this encourages you to optimize your combat on the way to your death location, there is no recovering lost \"souls\" in this game.',\n",
       " 'I played through the game on the \"hard\" difficulty, and while there were some attacks from enemies that killed me in one hit, I actually never felt frustrated with the game.',\n",
       " 'But overall, exploration and combat with upgrades sprinkled around make it very much a game that can be hard to put down.',\n",
       " 'You will be able to jump, double jump and roll to avoid an enemy or their projectiles but also get behind them for the kill.',\n",
       " 'Enemies and bosses are very telegraphed, therefore learning to beat them is quite intuitive and easy.',\n",
       " 'There would be times where 4+ enemies were in the same room and it would be impossible to dodge their attacks because of how small the area was.',\n",
       " 'Enemies drop money which can be used to buy more items from shopkeepers.',\n",
       " 'I have no clue how much this game might open up later (I\\'m already too annoyed at it to continue now) but the line \"Exciting action gameplay: pull off impressive combos, dodge attacks, and skewer enemies with arrows\" is laughable.',\n",
       " \"It's a Metroid-Vania game with 2D souls-styled combat.\",\n",
       " 'Momodora: RUtM is a soulslike metroidvania, with all that implies: pattern-based combat, free exploration, and collecting secret items and upgrades.',\n",
       " 'Animations are fluid, character/enemy designs are, for the most part, fantastic, and areas (before the last third of the game) look amazing.',\n",
       " 'You need to see through their attack patterns and use your skill to dodge and counter attack.',\n",
       " \"There's nothing wrong with the boss itself (attacks are varied and interesting), but how I managed to defeat them.\",\n",
       " 'Depending on how explorative or good at the combat you are, you can also collect magical items that offer powerful attacks as well but be warned that they only have about 2-3 uses before they run out, meaning you need to switch them out for other items or replenish them at a checkpoint.',\n",
       " 'I knew each time that I was the one making mistakes with the fight mechanics or I had not gotten the correct item to make the fight easier.',\n",
       " 'If at least they had interesting patterns or alternative ways of fighting that weren\\'t just \"let me spam melee/bow until that health is depleted\".',\n",
       " 'A cute looking metroidvania which heavily encourages learning to evade and counter your foes above trying to facetank and mash them down.',\n",
       " 'The weapons are fun to use.',\n",
       " 'Reverie Under the Moonlight is the fourth entry in the Momodora series, a side-scrolling platformer focused on action gameplay, with melee combos, dodge mechanics and a plethora of items and spells to unleash upon your enemies.',\n",
       " 'Variety comes in the form of active use items and passive items, which let you change the properties of your attacks, increased the amount of money you find, or trade health for a temporary damage boost.',\n",
       " 'The combat has alot of weight to it,',\n",
       " 'The main character, the npcs, god even the imps and enemies have super cute designs...',\n",
       " 'The map is divided in different areas with different enemies and visuals.',\n",
       " 'The designs were typically real cool looking and most of them varied up their combat so you felt like you had to really feel out the fight as you approach a new boss.',\n",
       " 'Also, why does the weapon upgrade that is required to get the true ending just kinda slapped in a well with no mention by anyone whatsoever and no buildup?',\n",
       " \"Scaling the difficulty doesn't do much, since once you get the patterns of enemies down you're going to dodge most of it or ignore enemies altogether, even if there are more of them and you have less health.\",\n",
       " 'On the Normal difficulty, even as you gain Vitality fragments to increase your max HP, you can expect enemies to take off large chunks of your HP in a single hit.',\n",
       " 'I especially love the graphic and the combat system.',\n",
       " 'Oh, and if you hate dying a lot, you might want to pass on this because the insta-kill spikes and the high-hitting enemies would get on your nerves.',\n",
       " \"It's mostly a platformer with a decent amount of combat.\",\n",
       " 'I would spam the x button to melee attack until the game finally decided to respond.',\n",
       " \"There ain't no 20 classes of weapons, there's no armor either.\",\n",
       " 'Sometimes attacks would go through enemies but your animation lock will make get you in contact and take dmg which is always about 50% of your total health.',\n",
       " 'In particular, one of the humanoid bosses has an attack in their seconds phase in which they dash towards you, swing their sword twice, and then spin across half the screen.',\n",
       " \"People had different claims about: duration of the game, useless power-up's, annoying enemies, level design, pixel jumps and some bugs on bosses (attacks animations, attacks of enemies from behind the locked screen), but the main problem is in the working with the genre.\",\n",
       " 'The problem with this is that the start of this attack is no different than the other attacks, is VERY fast, and has an AoE that covers a sizable portion of the fighting area.',\n",
       " 'Enemies feel at home with the different area locations.',\n",
       " 'The reason for this is Lupiar is immune to your (essential) arrows, forcing you to risk touch-damage on a melee-based enemy.',\n",
       " \"Including long sections of platforming, especially with moving platforms, with limitless spawning enemies that fly underneath you (where your weapon can't reach), knocking you into instakill spikes, was just tedious.\",\n",
       " \"It's just that 1 wrong move can lead you to taking a hit (for example, if an enemy takes 3 hits to die but you press the attack button 4 times, the level is designed in a way to punish you for it).\",\n",
       " 'Controls are tight as hell, and the feedback from attacks feel absolutely delicious.',\n",
       " \"I'd have loved a bit more variety in enemies and weapons, but I had fun.\",\n",
       " \"I also kinda preferred Momo 2's take on ranged attacks, but that's probably exclusive to me.\",\n",
       " 'My particular favorites are the battles where more than one character is involved on either side (yours or the enemies).',\n",
       " 'The basic gameplay mechanics are very solid, Kaho controls very well, she has melee and ranged attacks, dodge roll, air moves, as well as many spells.',\n",
       " 'Same goes for the characters - some have a very good style and are fluently and naturally animated, while others, especially normal enemies, look boring.',\n",
       " 'Your weapon of choice?',\n",
       " 'Sprites are big, expressive and detailed (really loving the enemy designs!) and most environments are extremely polished as well.',\n",
       " 'It never ends up in the right position, and, combined with the ridiculous forward momentum on the melee, the combat feels graceless and greasy.',\n",
       " 'I find myself unfairly taking damage or dying to an enemy I had no idea was there.',\n",
       " 'Some enemies are also very well drawn and fit in the environment.',\n",
       " \"There are in-game ways to get 100% completion pretty easily, which is a big plus for me, though if you're not that worried about it you can instead use the item slots to buff your attacks ect.\",\n",
       " 'The secret spider merchant sells an item to allow your arrows to pierce, when combined with the fire item, makes your bow the go to for killing common enemies and even dealing with around half of the bosses.',\n",
       " 'Combat was pretty simplistic but never felt too repetitive or arduous.',\n",
       " \"If I had to critique anything, it would be that certain late game upgrades make combat trivial, and some of the bosses didn't get nearly as much attention as others; the Pardoner is one of my favorite bosses in any game, but none of the others really make that list.\",\n",
       " \"I don't know, it lacks variation of weapons.\",\n",
       " 'The platforming feels tight, the combat has weight to it, and the variety of equipment allowed me to take my playstyle in any direction I wanted.',\n",
       " 'The TL;DR is: Combat is bad, enemy variety is poor, exploration is dull, almost no meaningful upgrades, and the bosses are forgettable.',\n",
       " 'The fighting in this game fells simliar to castlevania symphony of the night with its mix of melee, ranged and spell attacks.',\n",
       " 'That said, it doesn\\'t really detract from the quality of the game - and the calls to replay it on \"insane\" mode (with only 1 hp) or with a pacifist run, speak louder than most games given the enjoyability of the combat and movement.',\n",
       " 'Furthermore there are some sections that focus more on platforming and offer a decent break from the fighting.',\n",
       " 'Nothing sticks out to me, though they make good use of the sounds as a que for some enemies to attack.',\n",
       " 'I got what I expected, dying a lot, going between areas over and over, learning the bosses attacks to survive the fight, stuff like that.',\n",
       " 'Had a lot of fun with dis game the combat was solid looked amazing and was worth it if you want to stick with it.',\n",
       " 'The game has many animations to make movement and attacks feel real, the backgrounds in most areas are detailed, and despite the overall theme of the in-game world there is still a lot of color (which actually benefits the theme).',\n",
       " 'Combat, atmosphere, progression are all great.']"
      ]
     },
     "execution_count": 455,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "agglo_sum(sents, sent_embeddings, 100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 351,
   "id": "b1023030",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'sent_embeddings' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-351-17c9afeb5801>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mhybrid_sum\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msents\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0msent_embeddings\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m100\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m: name 'sent_embeddings' is not defined"
     ]
    }
   ],
   "source": [
    "hybrid_sum(sents, sent_embeddings, 100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "62591cf1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6c9078fa",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 630,
   "id": "042a4fca",
   "metadata": {},
   "outputs": [],
   "source": [
    "doc_big = ' '.join(sents)\n",
    "# For Strings\n",
    "parser = PlaintextParser.from_string(doc_big,Tokenizer(\"english\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 632,
   "id": "156995c3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2D Dark Souls.\n",
      "Dark Souls.\n",
      "Dark Souls but not Dark Souls.\n",
      "It's like Dark Souls.\n",
      "The Dark Souls of 2D.\n"
     ]
    }
   ],
   "source": [
    "# Using LexRank\n",
    "summarizer = LexRankSummarizer()\n",
    "#Summarize the document with 5 sentences\n",
    "summary = summarizer(parser.document, 5)\n",
    "\n",
    "for sentence in summary:\n",
    "    print(sentence)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 633,
   "id": "6ac7cf23",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "This game is make but 1 guy but the 1st game was like cave story mod (he said it was mod) and the the second game was different and 1,2 is on itch but with a different name and free then a third game he change his name (i think pze comment on this if i was incorrect) and it's on steam same name of the game's and this is the fourth with a different game and the game it have 2 ending's (i did the good ending by being me) and 1,2,3 game's look cute and dark at the same time but this game is dark pf the darkness and cute the maker of this game's you can find all the game's he did on it's only 5 game's now.\n",
      "Animations look great, but end up being super clunky in the combat the game sets out, some enemies have contact damage, some dont(even bosses choose randomly on this), some enemies that look exactly the same as others have entirely different attacks that need to to already be doing something that counters them, and sometimes the action that counters one, and the action that counters something that looks just like it are entirely different things, sometimes enemies spawn inside of you already doing an attack that will do most of your health in damage because you should totally already know where the enemies are going to spawn before you start the game up, animations arent very clear in many instances, some enemies just arent vulnerable in any way shape or form for a super long time, tons of stupid bullshit to learn, like having to crouch when shooting your bow in order to do any damage, but not a lot of actual skill involved once you do learn it, difficult for newbies to learn, not much of a reward for doing so(hell theres even an item that seems to be in there for newbs, it heals you slowly.\n",
      "Momodora: Reverie Under the Moonlight is a cutesy pixel Metroidvania game with few memorable boss battle with suitable background music while you hack and slash your way to the next boss battle, which you need the skill to dodge the attack because you'll be doing a lot of trial and error even tho the game is short but there is a few flaws on the game, the level design is alright but can be irritated later on, in a certain point in the game you have to go back to the beginning so you can go to the next area, you'll be climbing a lot of ladder or jumping on bouncy pink jelly, overall the game is good and worth getting it.\n",
      "THE GOOD + Controls feel VERY good, not once have I died or even took damage because of them, if you mess up it is 100% your fault; + 3 + 1 difficulty settings; + Nonlinear; + Lots of helpful items, everything's useful for a different scenario, but you never find yourself depending on them; + A fair amount of secrets and illusory walls; + Replay value; (2 endings, NG+, unlockable Insane mode, achievements for pacifist and no-death runs) + Well animated pixel graphics; + Fitting BGM; + Silent protagonist; (yes this is a plus) + Female protagonist; (also a big plus) Protagonist can transform into a cat; + So many things remind me of Dark Souls and Castlevania: mainly the atmosphere, and also the music, the bosses, the NPCs, the item descriptions revealing bits of lore... and so on, but I don't want to sound like \"lololol dork soulz ripoff.\n",
      "Momodora: RUtM is a 2D Side-Scrolling Platform game which has you travelling to various locations in an attempt to take down the corrupted Queen who has infected Kaho's village of Lan, in all seriousness, this is a really good game, as someone who plays 2D Side-Scrolling Platformers often, I highly reccomend this game to anyone who is also a fan, the game itself is fairly short, but I find it has good replay value, I've found myself playing through this game multiple times already and I am currently speedrunning it and planning to pick up 100% for it fairly soon, once you actually find where everything is, it's hard to forget, although I still find myself making mistakes over and over again and if you're looking for a challenge, I reccomend trying to beat Hard Difficulty and even Insane Difficulty which you unlock for beating Hard, I am yet to beat Insane Difficulty but I wish any who try the best of luck.\n"
     ]
    }
   ],
   "source": [
    "summarizer_1 = LuhnSummarizer()\n",
    "summary_1 = summarizer_1(parser.document, 5)\n",
    "for sentence in summary_1:\n",
    "    print(sentence)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 634,
   "id": "1ed4836e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Expect 6-8 hours of gameplay on your first run through, even with harder difficulties subsequent runs should take an hour or so since it doesn't change too much between.\n",
      "After long season of Hollow Knight, Momodora: Reverie Under The Moonlight feels too short but gameplay is fun so you can always try on hard mode and hunt some achievement!\n",
      "If you like tough as hell action games with c r a z y boss battles, rolling, double-jumping and (later) mid-air dodging.....metroidvania style progression.........beautiful graphics........smooth animation....uhhh???\n",
      "The story itself isn't really deep, and I would have loved if we could learn just a little bit more about each character, but everything still plays out perfectly.\n",
      "Now, that 'bad' list seems to offset the good by a large margin, but it is also very dependent on what I find annoying and unnecessary for modern action platformers.\n"
     ]
    }
   ],
   "source": [
    "summarizer_2 = LsaSummarizer()\n",
    "summary_2 = summarizer_2(parser.document, 5)\n",
    "for sentence in summary_2:\n",
    "    print(sentence)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 637,
   "id": "9b83ece3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "This game is make but 1 guy but the 1st game was like cave story mod (he said it was mod) and the the second game was different and 1,2 is on itch but with a different name and free then a third game he change his name (i think pze comment on this if i was incorrect) and it's on steam same name of the game's and this is the fourth with a different game and the game it have 2 ending's (i did the good ending by being me) and 1,2,3 game's look cute and dark at the same time but this game is dark pf the darkness and cute the maker of this game's you can find all the game's he did on it's only 5 game's now.\n",
      "Momodora: Reverie Under the Moonlight is a cutesy pixel Metroidvania game with few memorable boss battle with suitable background music while you hack and slash your way to the next boss battle, which you need the skill to dodge the attack because you'll be doing a lot of trial and error even tho the game is short but there is a few flaws on the game, the level design is alright but can be irritated later on, in a certain point in the game you have to go back to the beginning so you can go to the next area, you'll be climbing a lot of ladder or jumping on bouncy pink jelly, overall the game is good and worth getting it.\n"
     ]
    }
   ],
   "source": [
    "summarizer_3 = TextRankSummarizer()\n",
    "summary_3 = summarizer_3(parser.document, 5)\n",
    "for sentence in summary_3:\n",
    "    print(sentence)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 644,
   "id": "abd13366",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "> Fun metroidvania-style game.\n",
      "> It manages it to make Dark Souls 2d.\n",
      "> If you like action platformers this one is for you.\n",
      "> Good Pixel art.\n",
      "> 2D metroidvania with a darksouls feel.\n",
      "> The music, the artstyle, the mechanics!\n",
      "> and a great soundtrack.\n",
      "> Very challenging, but lots of fun!\n",
      "> Boss fights.\n",
      "> I want more games in that style.\n"
     ]
    }
   ],
   "source": [
    "summarizer_4 = SumBasicSummarizer()\n",
    "summary_4 = summarizer_4(parser.document, 10)\n",
    "for sentence in summary_4:\n",
    "    print(f'> {sentence}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 671,
   "id": "47510c12",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Very good metroidvania styled game.',\n",
       " 'Has some challenging boss fights.',\n",
       " 'Fantastic pixel art.',\n",
       " 'It has some game mechanics just like Dark Souls .',\n",
       " 'Great game with fantastic art and music.',\n",
       " 'Dark Souls.',\n",
       " 'So you have a melee attack and a ranged attack.',\n",
       " \"I'm playing the game on normal difficulty and it's already quite challenging.\",\n",
       " \"It reminds me most of Hollow Knight, although it isn't quite as good as that game.\",\n",
       " 'I can say this game is worth of its full price.']"
      ]
     },
     "execution_count": 671,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "agglo_sum(sents, sent_embeddings, 10, 0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b41cabd3",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "eb3571f7",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aa78e238",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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