File size: 8,085 Bytes
77c160a
 
 
 
 
 
 
 
 
 
 
7c8197f
77c160a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7c8197f
77c160a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6925f50
 
 
 
 
77c160a
 
 
 
 
 
7c8197f
77c160a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
{
  "title": "Developer Creators and Their Sponsors (devsponsors.com)",
  "id": "devmarketing/developer-creators-sponsors",
  "licenses": [
    {
      "name": "CC-BY-4.0"
    }
  ],
  "resources": [
    {
      "path": "creators.csv",
      "description": "One row per developer-facing outlet, 500 rows. Measured reach and audience, sponsorship stance, and clearly labelled price estimates.",
      "schema": {
        "fields": [
          {
            "name": "slug",
            "type": "string",
            "description": "Stable id of the outlet on devsponsors.com."
          },
          {
            "name": "name",
            "type": "string",
            "description": "Display name of the channel, account or newsletter."
          },
          {
            "name": "kind",
            "type": "string",
            "description": "channel, creator, newsletter, podcast or similar."
          },
          {
            "name": "platform",
            "type": "string",
            "description": "Primary platform: youtube, instagram, tiktok, x, newsletter and so on."
          },
          {
            "name": "handle",
            "type": "string",
            "description": "Handle on that platform, without the leading @."
          },
          {
            "name": "profile_url",
            "type": "string",
            "description": "The creator's own page on the platform."
          },
          {
            "name": "region",
            "type": "string",
            "description": "Two-letter ISO country code, uppercase. Empty where unknown."
          },
          {
            "name": "region_confidence",
            "type": "string",
            "description": "How the region was arrived at, for example declared. Empty where unknown."
          },
          {
            "name": "reach_per_post",
            "type": "number",
            "description": "Mean measured views, plays or impressions per sampled post."
          },
          {
            "name": "reach_median",
            "type": "number",
            "description": "Median of the same sampled posts. Budget against this one."
          },
          {
            "name": "reach_unit",
            "type": "string",
            "description": "What reach counts: views, plays, impressions or opens."
          },
          {
            "name": "audience",
            "type": "number",
            "description": "Followers or subscribers, as published by the platform."
          },
          {
            "name": "audience_label",
            "type": "string",
            "description": "What the audience number is called on that platform."
          },
          {
            "name": "engagement_rate_pct",
            "type": "number",
            "description": "Engagements as a percentage of reach, on the sampled posts."
          },
          {
            "name": "days_since_post",
            "type": "number",
            "description": "Days between the most recent sampled post and the observation date."
          },
          {
            "name": "figures_observed_at",
            "type": "datetime",
            "description": "When the figures on this row were read, ISO 8601 UTC."
          },
          {
            "name": "accepts_sponsorship",
            "type": "string",
            "description": "yes or no as the outlet states publicly. Empty means nobody has checked."
          },
          {
            "name": "sponsor_status",
            "type": "string",
            "description": "confirmed, runs_paid, likely, declines or unknown."
          },
          {
            "name": "sponsor_basis",
            "type": "string",
            "description": "One sentence naming the evidence sponsor_status was graded on."
          },
          {
            "name": "sponsorship_page",
            "type": "string",
            "description": "The outlet's own advertise or sponsor page, where it publishes one."
          },
          {
            "name": "lowest_price_usd",
            "type": "number",
            "description": "Lowest price the creator publishes, in US dollars. Empty means no published price."
          },
          {
            "name": "estimate_usd_low",
            "type": "number",
            "description": "Low end of OUR estimate for one placement. Not a price. See the note below."
          },
          {
            "name": "estimate_usd_high",
            "type": "number",
            "description": "High end of the same estimate. Not a price."
          },
          {
            "name": "estimate_placement",
            "type": "string",
            "description": "The placement the estimate is for, for example one integrated mid-roll."
          },
          {
            "name": "estimate_source_name",
            "type": "string",
            "description": "Public benchmark the estimate multiplies."
          },
          {
            "name": "estimate_source_url",
            "type": "string",
            "description": "Address of that benchmark."
          },
          {
            "name": "sponsors_count",
            "type": "integer",
            "description": "How many distinct sponsors this outlet has on record in sponsorships.csv."
          },
          {
            "name": "devsponsors_url",
            "type": "string",
            "description": "Page for this outlet on devsponsors.com."
          }
        ]
      }
    },
    {
      "path": "sponsorships.csv",
      "description": "One row per creator and sponsor pair, 81 rows, each read from a disclosure in the creator's own post, with that page in source_url.",
      "schema": {
        "fields": [
          {
            "name": "creator_slug",
            "type": "string",
            "description": "Joins to slug in creators.csv."
          },
          {
            "name": "creator_name",
            "type": "string",
            "description": "Display name of the outlet that ran the sponsorship."
          },
          {
            "name": "creator_devsponsors_url",
            "type": "string",
            "description": "Page for that outlet on devsponsors.com."
          },
          {
            "name": "sponsor_name",
            "type": "string",
            "description": "Brand named in the creator's own disclosure sentence."
          },
          {
            "name": "sponsor_slug",
            "type": "string",
            "description": "Joins to sponsor_slug in sponsors.csv."
          },
          {
            "name": "sponsor_devsponsors_url",
            "type": "string",
            "description": "Page for that brand on devsponsors.com."
          },
          {
            "name": "platform_confirmed",
            "type": "boolean",
            "description": "true when the platform also flagged the post as paid. false means only the disclosure sentence says so."
          },
          {
            "name": "source_url",
            "type": "string",
            "description": "The page the disclosure was read from, so the pair can be checked at its source. Empty where the API returns none."
          }
        ]
      }
    },
    {
      "path": "sponsors.csv",
      "description": "One row per distinct brand, 68 rows, with how many outlets name it.",
      "schema": {
        "fields": [
          {
            "name": "sponsor_name",
            "type": "string",
            "description": "Brand name as written in the disclosures."
          },
          {
            "name": "sponsor_slug",
            "type": "string",
            "description": "Stable id of the brand on devsponsors.com."
          },
          {
            "name": "sponsor_devsponsors_url",
            "type": "string",
            "description": "Page for that brand on devsponsors.com."
          },
          {
            "name": "creators_count",
            "type": "integer",
            "description": "How many distinct outlets in this dataset have sponsored posts from the brand."
          }
        ]
      }
    }
  ]
}