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.ipynb_checkpoints/config-checkpoint.json

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+{"sklearn": {"columns": ["status_type", "status_published", "num_reactions", "num_comments", "num_shares", "num_likes", "num_loves", "num_wows", "num_hahas", "num_sads", "num_angrys"], "environment": ["scikit-learn=1.0.2"], "example_input": {"num_reactions": [529, 150, 227], "num_shares": [512, 0, 236]}, "model": {"file": "model.pkl"}, "task": "clustering"}}

.ipynb_checkpoints/thai_sellers-checkpoint.csv

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README.md

@@ -0,0 +1,158 @@
+
+# Model description
+
+This is a clustering model trained on a retail resellers from Thailand dataset. 
+
+## Intended uses & limitations
+
+Each dot represents a different form of media(photo, video, GIF).Social media frequency and way of use differs from person to person,results may vary.
+
+## Training Procedure
+
+[More Information Needed]
+
+### Hyperparameters
+
+<details>
+<summary> Click to expand </summary>
+
+| Hyperparameter |   Value   |
+| :------------: | :-------: |
+|   algorithm    |   lloyd   |
+|     copy_x     |    True   |
+|      init      | k-means++ |
+|    max_iter    |    300    |
+|   n_clusters   |     3     |
+|     n_init     |    auto   |
+|  random_state  |    None   |
+|      tol       |   0.0001  |
+|    verbose     |     0     |
+
+</details>
+
+### Model Plot
+
+<style>#sk-container-id-14 {/* Definition of color scheme common for light and dark mode */--sklearn-color-text: #000;--sklearn-color-text-muted: #666;--sklearn-color-line: gray;/* Definition of color scheme for unfitted estimators */--sklearn-color-unfitted-level-0: #fff5e6;--sklearn-color-unfitted-level-1: #f6e4d2;--sklearn-color-unfitted-level-2: #ffe0b3;--sklearn-color-unfitted-level-3: chocolate;/* Definition of color scheme for fitted estimators */--sklearn-color-fitted-level-0: #f0f8ff;--sklearn-color-fitted-level-1: #d4ebff;--sklearn-color-fitted-level-2: #b3dbfd;--sklearn-color-fitted-level-3: cornflowerblue;/* Specific color for light theme */--sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));--sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));--sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));--sklearn-color-icon: #696969;@media (prefers-color-scheme: dark) {/* Redefinition of color scheme for dark theme */--sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));--sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));--sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));--sklearn-color-icon: #878787;}
+}#sk-container-id-14 {color: var(--sklearn-color-text);
+}#sk-container-id-14 pre {padding: 0;
+}#sk-container-id-14 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;
+}#sk-container-id-14 div.sk-dashed-wrapped {border: 1px dashed var(--sklearn-color-line);margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: var(--sklearn-color-background);
+}#sk-container-id-14 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }`but bootstrap.min.css set `[hidden] { display: none !important; }`so we also need the `!important` here to be able to override thedefault hidden behavior on the sphinx rendered scikit-learn.org.See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;
+}#sk-container-id-14 div.sk-text-repr-fallback {display: none;
+}div.sk-parallel-item,
+div.sk-serial,
+div.sk-item {/* draw centered vertical line to link estimators */background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));background-size: 2px 100%;background-repeat: no-repeat;background-position: center center;
+}/* Parallel-specific style estimator block */#sk-container-id-14 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 2px solid var(--sklearn-color-text-on-default-background);flex-grow: 1;
+}#sk-container-id-14 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: var(--sklearn-color-background);position: relative;
+}#sk-container-id-14 div.sk-parallel-item {display: flex;flex-direction: column;
+}#sk-container-id-14 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;
+}#sk-container-id-14 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;
+}#sk-container-id-14 div.sk-parallel-item:only-child::after {width: 0;
+}/* Serial-specific style estimator block */#sk-container-id-14 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: var(--sklearn-color-background);padding-right: 1em;padding-left: 1em;
+}/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is
+clickable and can be expanded/collapsed.
+- Pipeline and ColumnTransformer use this feature and define the default style
+- Estimators will overwrite some part of the style using the `sk-estimator` class
+*//* Pipeline and ColumnTransformer style (default) */#sk-container-id-14 div.sk-toggleable {/* Default theme specific background. It is overwritten whether we have aspecific estimator or a Pipeline/ColumnTransformer */background-color: var(--sklearn-color-background);
+}/* Toggleable label */
+#sk-container-id-14 label.sk-toggleable__label {cursor: pointer;display: flex;width: 100%;margin-bottom: 0;padding: 0.5em;box-sizing: border-box;text-align: center;align-items: start;justify-content: space-between;gap: 0.5em;
+}#sk-container-id-14 label.sk-toggleable__label .caption {font-size: 0.6rem;font-weight: lighter;color: var(--sklearn-color-text-muted);
+}#sk-container-id-14 label.sk-toggleable__label-arrow:before {/* Arrow on the left of the label */content: "▸";float: left;margin-right: 0.25em;color: var(--sklearn-color-icon);
+}#sk-container-id-14 label.sk-toggleable__label-arrow:hover:before {color: var(--sklearn-color-text);
+}/* Toggleable content - dropdown */#sk-container-id-14 div.sk-toggleable__content {display: none;text-align: left;/* unfitted */background-color: var(--sklearn-color-unfitted-level-0);
+}#sk-container-id-14 div.sk-toggleable__content.fitted {/* fitted */background-color: var(--sklearn-color-fitted-level-0);
+}#sk-container-id-14 div.sk-toggleable__content pre {margin: 0.2em;border-radius: 0.25em;color: var(--sklearn-color-text);/* unfitted */background-color: var(--sklearn-color-unfitted-level-0);
+}#sk-container-id-14 div.sk-toggleable__content.fitted pre {/* unfitted */background-color: var(--sklearn-color-fitted-level-0);
+}#sk-container-id-14 input.sk-toggleable__control:checked~div.sk-toggleable__content {/* Expand drop-down */display: block;width: 100%;overflow: visible;
+}#sk-container-id-14 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";
+}/* Pipeline/ColumnTransformer-specific style */#sk-container-id-14 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {color: var(--sklearn-color-text);background-color: var(--sklearn-color-unfitted-level-2);
+}#sk-container-id-14 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: var(--sklearn-color-fitted-level-2);
+}/* Estimator-specific style *//* Colorize estimator box */
+#sk-container-id-14 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {/* unfitted */background-color: var(--sklearn-color-unfitted-level-2);
+}#sk-container-id-14 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {/* fitted */background-color: var(--sklearn-color-fitted-level-2);
+}#sk-container-id-14 div.sk-label label.sk-toggleable__label,
+#sk-container-id-14 div.sk-label label {/* The background is the default theme color */color: var(--sklearn-color-text-on-default-background);
+}/* On hover, darken the color of the background */
+#sk-container-id-14 div.sk-label:hover label.sk-toggleable__label {color: var(--sklearn-color-text);background-color: var(--sklearn-color-unfitted-level-2);
+}/* Label box, darken color on hover, fitted */
+#sk-container-id-14 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {color: var(--sklearn-color-text);background-color: var(--sklearn-color-fitted-level-2);
+}/* Estimator label */#sk-container-id-14 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;
+}#sk-container-id-14 div.sk-label-container {text-align: center;
+}/* Estimator-specific */
+#sk-container-id-14 div.sk-estimator {font-family: monospace;border: 1px dotted var(--sklearn-color-border-box);border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;/* unfitted */background-color: var(--sklearn-color-unfitted-level-0);
+}#sk-container-id-14 div.sk-estimator.fitted {/* fitted */background-color: var(--sklearn-color-fitted-level-0);
+}/* on hover */
+#sk-container-id-14 div.sk-estimator:hover {/* unfitted */background-color: var(--sklearn-color-unfitted-level-2);
+}#sk-container-id-14 div.sk-estimator.fitted:hover {/* fitted */background-color: var(--sklearn-color-fitted-level-2);
+}/* Specification for estimator info (e.g. "i" and "?") *//* Common style for "i" and "?" */.sk-estimator-doc-link,
+a:link.sk-estimator-doc-link,
+a:visited.sk-estimator-doc-link {float: right;font-size: smaller;line-height: 1em;font-family: monospace;background-color: var(--sklearn-color-background);border-radius: 1em;height: 1em;width: 1em;text-decoration: none !important;margin-left: 0.5em;text-align: center;/* unfitted */border: var(--sklearn-color-unfitted-level-1) 1pt solid;color: var(--sklearn-color-unfitted-level-1);
+}.sk-estimator-doc-link.fitted,
+a:link.sk-estimator-doc-link.fitted,
+a:visited.sk-estimator-doc-link.fitted {/* fitted */border: var(--sklearn-color-fitted-level-1) 1pt solid;color: var(--sklearn-color-fitted-level-1);
+}/* On hover */
+div.sk-estimator:hover .sk-estimator-doc-link:hover,
+.sk-estimator-doc-link:hover,
+div.sk-label-container:hover .sk-estimator-doc-link:hover,
+.sk-estimator-doc-link:hover {/* unfitted */background-color: var(--sklearn-color-unfitted-level-3);color: var(--sklearn-color-background);text-decoration: none;
+}div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,
+.sk-estimator-doc-link.fitted:hover,
+div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,
+.sk-estimator-doc-link.fitted:hover {/* fitted */background-color: var(--sklearn-color-fitted-level-3);color: var(--sklearn-color-background);text-decoration: none;
+}/* Span, style for the box shown on hovering the info icon */
+.sk-estimator-doc-link span {display: none;z-index: 9999;position: relative;font-weight: normal;right: .2ex;padding: .5ex;margin: .5ex;width: min-content;min-width: 20ex;max-width: 50ex;color: var(--sklearn-color-text);box-shadow: 2pt 2pt 4pt #999;/* unfitted */background: var(--sklearn-color-unfitted-level-0);border: .5pt solid var(--sklearn-color-unfitted-level-3);
+}.sk-estimator-doc-link.fitted span {/* fitted */background: var(--sklearn-color-fitted-level-0);border: var(--sklearn-color-fitted-level-3);
+}.sk-estimator-doc-link:hover span {display: block;
+}/* "?"-specific style due to the `<a>` HTML tag */#sk-container-id-14 a.estimator_doc_link {float: right;font-size: 1rem;line-height: 1em;font-family: monospace;background-color: var(--sklearn-color-background);border-radius: 1rem;height: 1rem;width: 1rem;text-decoration: none;/* unfitted */color: var(--sklearn-color-unfitted-level-1);border: var(--sklearn-color-unfitted-level-1) 1pt solid;
+}#sk-container-id-14 a.estimator_doc_link.fitted {/* fitted */border: var(--sklearn-color-fitted-level-1) 1pt solid;color: var(--sklearn-color-fitted-level-1);
+}/* On hover */
+#sk-container-id-14 a.estimator_doc_link:hover {/* unfitted */background-color: var(--sklearn-color-unfitted-level-3);color: var(--sklearn-color-background);text-decoration: none;
+}#sk-container-id-14 a.estimator_doc_link.fitted:hover {/* fitted */background-color: var(--sklearn-color-fitted-level-3);
+}.estimator-table summary {padding: .5rem;font-family: monospace;cursor: pointer;
+}.estimator-table details[open] {padding-left: 0.1rem;padding-right: 0.1rem;padding-bottom: 0.3rem;
+}.estimator-table .parameters-table {margin-left: auto !important;margin-right: auto !important;
+}.estimator-table .parameters-table tr:nth-child(odd) {background-color: #fff;
+}.estimator-table .parameters-table tr:nth-child(even) {background-color: #f6f6f6;
+}.estimator-table .parameters-table tr:hover {background-color: #e0e0e0;
+}.estimator-table table td {border: 1px solid rgba(106, 105, 104, 0.232);
+}.user-set td {color:rgb(255, 94, 0);text-align: left;
+}.user-set td.value pre {color:rgb(255, 94, 0) !important;background-color: transparent !important;
+}.default td {color: black;text-align: left;
+}.user-set td i,
+.default td i {color: black;
+}.copy-paste-icon {background-image: url(data:image/svg+xml;base64,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);background-repeat: no-repeat;background-size: 14px 14px;background-position: 0;display: inline-block;width: 14px;height: 14px;cursor: pointer;
+}
+</style><body><div id="sk-container-id-14" class="sk-top-container" style="overflow: auto;"><div class="sk-text-repr-fallback"><pre>KMeans(n_clusters=3)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item"><div class="sk-estimator fitted sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-14" type="checkbox" checked><label for="sk-estimator-id-14" class="sk-toggleable__label fitted sk-toggleable__label-arrow"><div><div>KMeans</div></div><div><a class="sk-estimator-doc-link fitted" rel="noreferrer" target="_blank" href="https://scikit-learn.org/1.7/modules/generated/sklearn.cluster.KMeans.html">?<span>Documentation for KMeans</span></a><span class="sk-estimator-doc-link fitted">i<span>Fitted</span></span></div></label><div class="sk-toggleable__content fitted" data-param-prefix=""><div class="estimator-table"><details><summary>Parameters</summary><table class="parameters-table"><tbody><tr class="user-set"><td><i class="copy-paste-icon"onclick="copyToClipboard('n_clusters',this.parentElement.nextElementSibling)"></i></td><td class="param">n_clusters&nbsp;</td><td class="value">3</td></tr><tr class="default"><td><i class="copy-paste-icon"onclick="copyToClipboard('init',this.parentElement.nextElementSibling)"></i></td><td class="param">init&nbsp;</td><td class="value">&#x27;k-means++&#x27;</td></tr><tr class="default"><td><i class="copy-paste-icon"onclick="copyToClipboard('n_init',this.parentElement.nextElementSibling)"></i></td><td class="param">n_init&nbsp;</td><td class="value">&#x27;auto&#x27;</td></tr><tr class="default"><td><i class="copy-paste-icon"onclick="copyToClipboard('max_iter',this.parentElement.nextElementSibling)"></i></td><td class="param">max_iter&nbsp;</td><td class="value">300</td></tr><tr class="default"><td><i class="copy-paste-icon"onclick="copyToClipboard('tol',this.parentElement.nextElementSibling)"></i></td><td class="param">tol&nbsp;</td><td class="value">0.0001</td></tr><tr class="default"><td><i class="copy-paste-icon"onclick="copyToClipboard('verbose',this.parentElement.nextElementSibling)"></i></td><td class="param">verbose&nbsp;</td><td class="value">0</td></tr><tr class="default"><td><i class="copy-paste-icon"onclick="copyToClipboard('random_state',this.parentElement.nextElementSibling)"></i></td><td class="param">random_state&nbsp;</td><td class="value">None</td></tr><tr class="default"><td><i class="copy-paste-icon"onclick="copyToClipboard('copy_x',this.parentElement.nextElementSibling)"></i></td><td class="param">copy_x&nbsp;</td><td class="value">True</td></tr><tr class="default"><td><i class="copy-paste-icon"onclick="copyToClipboard('algorithm',this.parentElement.nextElementSibling)"></i></td><td class="param">algorithm&nbsp;</td><td class="value">&#x27;lloyd&#x27;</td></tr></tbody></table></details></div></div></div></div></div></div><script>function copyToClipboard(text, element) {// Get the parameter prefix from the closest toggleable contentconst toggleableContent = element.closest('.sk-toggleable__content');const paramPrefix = toggleableContent ? toggleableContent.dataset.paramPrefix : '';const fullParamName = paramPrefix ? `${paramPrefix}${text}` : text;const originalStyle = element.style;const computedStyle = window.getComputedStyle(element);const originalWidth = computedStyle.width;const originalHTML = element.innerHTML.replace('Copied!', '');navigator.clipboard.writeText(fullParamName).then(() => {element.style.width = originalWidth;element.style.color = 'green';element.innerHTML = "Copied!";setTimeout(() => {element.innerHTML = originalHTML;element.style = originalStyle;}, 2000);}).catch(err => {console.error('Failed to copy:', err);element.style.color = 'red';element.innerHTML = "Failed!";setTimeout(() => {element.innerHTML = originalHTML;element.style = originalStyle;}, 2000);});return false;
+}document.querySelectorAll('.fa-regular.fa-copy').forEach(function(element) {const toggleableContent = element.closest('.sk-toggleable__content');const paramPrefix = toggleableContent ? toggleableContent.dataset.paramPrefix : '';const paramName = element.parentElement.nextElementSibling.textContent.trim();const fullParamName = paramPrefix ? `${paramPrefix}${paramName}` : paramName;element.setAttribute('title', fullParamName);
+});
+</script></body>
+
+## Evaluation Results
+
+[More Information Needed]
+
+# How to Get Started with the Model
+
+[More Information Needed]
+
+# Model Card Authors
+
+Lineker Sanchez
+
+# Model Card Contact
+
+You can contact the model card authors through following channels:
+[More Information Needed]
+
+# Citation
+
+Below you can find information related to citation.
+
+**BibTeX:**
+```
+[More Information Needed]
+```
+
+# Intended uses & limitations
+
+Each dot represents a different form of media(photo, video, GIF).Social media frequency and way of use differs from person to person,results may vary.

config.json

@@ -0,0 +1 @@
+{"sklearn": {"columns": ["status_type", "status_published", "num_reactions", "num_comments", "num_shares", "num_likes", "num_loves", "num_wows", "num_hahas", "num_sads", "num_angrys"], "environment": ["scikit-learn=1.0.2"], "example_input": {"num_reactions": [529, 150, 227], "num_shares": [512, 0, 236]}, "model": {"file": "model.pkl"}, "task": "clustering"}}

thai_sellers.csv

@@ -0,0 +1,1411 @@
+,status_type,status_published,num_reactions,num_comments,num_shares,num_likes,num_loves,num_wows,num_hahas,num_sads,num_angrys
+2902,photo,4/9/2018 10:02,7,0,0,7,0,0,0,0,0
+1139,video,8/1/2015 1:59,2025,7,4,2025,0,0,0,0,0
+818,video,4/7/2016 3:48,157,124,1,157,0,0,0,0,0
+1307,photo,1/9/2015 23:53,1451,8,0,1451,0,0,0,0,0
+6010,video,11/25/2017 7:10,25,0,0,24,1,0,0,0,0
+4782,photo,6/10/2018 8:04,19,0,0,19,0,0,0,0,0
+189,photo,8/11/2017 20:41,69,2,0,67,2,0,0,0,0
+607,photo,9/13/2016 7:31,272,5,4,265,4,3,0,0,0
+1172,status,6/19/2015 0:39,2101,7,2,2101,0,0,0,0,0
+3883,photo,5/19/2018 3:19,195,22,2,191,3,0,1,0,0
+1049,status,10/28/2015 4:13,1244,13,1,1244,0,0,0,0,0
+2498,photo,8/13/2012 9:34,19,3,0,19,0,0,0,0,0
+6855,photo,8/25/2017 7:27,89,22,7,77,7,5,0,0,0
+2900,photo,4/10/2018 2:11,14,0,0,14,0,0,0,0,0
+2357,photo,8/31/2012 10:40,16,3,0,16,0,0,0,0,0
+6105,video,11/17/2017 8:10,179,306,65,117,60,1,1,0,0
+5800,video,12/14/2017 7:20,15,0,0,15,0,0,0,0,0
+5017,photo,5/27/2018 7:59,14,0,1,14,0,0,0,0,0
+4825,photo,6/8/2018 2:24,31,0,1,31,0,0,0,0,0
+2850,photo,4/24/2018 22:46,11,3,0,11,0,0,0,0,0
+3140,status,2/10/2018 8:19,186,7,1,169,17,0,0,0,0
+884,status,3/8/2016 3:27,87,1,4,83,2,2,0,0,0
+6551,video,1/7/2018 8:06,137,660,198,113,23,0,0,1,0
+3206,video,1/21/2018 2:22,307,2099,208,258,43,2,2,1,1
+4307,video,12/2/2017 4:53,3,0,0,3,0,0,0,0,0
+4178,video,1/25/2018 3:59,0,0,0,0,0,0,0,0,0
+1423,video,3/21/2014 9:38,493,14,2,493,0,0,0,0,0
+5634,photo,12/28/2017 7:51,8,0,0,8,0,0,0,0,0
+2481,photo,8/15/2012 8:46,16,2,0,16,0,0,0,0,0
+3505,photo,10/26/2017 23:48,6,0,0,6,0,0,0,0,0
+63,video,1/28/2018 5:25,289,258,33,256,33,0,0,0,0
+3482,photo,11/1/2017 21:39,82,3,0,81,1,0,0,0,0
+3268,photo,12/30/2017 3:21,74,5,1,67,3,4,0,0,0
+5056,video,5/25/2018 22:07,14,0,0,14,0,0,0,0,0
+6107,video,11/17/2017 7:48,12,0,0,12,0,0,0,0,0
+5595,photo,1/5/2018 8:20,19,0,0,17,1,1,0,0,0
+3013,photo,3/16/2018 8:22,7,0,0,5,2,0,0,0,0
+5902,video,12/5/2017 2:27,2,0,0,2,0,0,0,0,0
+4805,video,6/9/2018 3:07,26,0,13,26,0,0,0,0,0
+503,photo,11/17/2016 20:56,307,0,0,294,12,0,1,0,0
+528,photo,10/23/2016 9:30,234,0,0,224,6,0,0,4,0
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